From 2acccb9e0d4f34e2bb0432ee0ea9dd581defe67e Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 3 Oct 2025 14:44:52 +0300 Subject: [PATCH 01/14] added 1 task --- .github/workflows/code_style.yml | 2 +- .github/workflows/mypy.yml | 29 +++++++ .github/workflows/tests.yml | 28 +++++++ project/Task1/__init__.py | 0 project/Task1/matrix_operations.py | 129 +++++++++++++++++++++++++++++ project/Task1/vector_operations.py | 119 ++++++++++++++++++++++++++ tests/Tests1/__init__.py | 0 tests/Tests1/matrix_tests.py | 97 ++++++++++++++++++++++ tests/Tests1/vector_tests.py | 45 ++++++++++ 9 files changed, 448 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/mypy.yml create mode 100644 .github/workflows/tests.yml create mode 100644 project/Task1/__init__.py create mode 100644 project/Task1/matrix_operations.py create mode 100644 project/Task1/vector_operations.py create mode 100644 tests/Tests1/__init__.py create mode 100644 tests/Tests1/matrix_tests.py create mode 100644 tests/Tests1/vector_tests.py diff --git a/.github/workflows/code_style.yml b/.github/workflows/code_style.yml index bd1ae279..d2060715 100644 --- a/.github/workflows/code_style.yml +++ b/.github/workflows/code_style.yml @@ -23,7 +23,7 @@ jobs: matrix: # Each option you define in the matrix has a key and value - python-version: [ 3.8 ] + python-version: [ 3.9 ] # Steps represent a sequence of tasks that will be executed as part of the job steps: diff --git a/.github/workflows/mypy.yml b/.github/workflows/mypy.yml new file mode 100644 index 00000000..4f292bcc --- /dev/null +++ b/.github/workflows/mypy.yml @@ -0,0 +1,29 @@ +name: Types check with myPy + +on: [push, pull_request] + +jobs: + mypy: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: [3.9] + + steps: + - name: Set up Git repository + uses: actions/checkout@v3 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + + - name: Install dependencies + run: | + python -m pip install --upgrade pip wheel setuptools + python -m pip install -r requirements.txt + python -m pip install mypy + + - name: Run MyPy + run: | + mypy project/ \ No newline at end of file diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml new file mode 100644 index 00000000..a5fde444 --- /dev/null +++ b/.github/workflows/tests.yml @@ -0,0 +1,28 @@ +name: Run Tests + +on: [push, pull_request] + +jobs: + test: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: [3.9] + + steps: + - name: Checkout code + uses: actions/checkout@v3 + + - name: Set up Python ${{ matrix.python-version }} + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python-version }} + + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install pytest + + - name: Run tests + run: | + PYTHONPATH=project python -m pytest tests/Tests1/ -v \ No newline at end of file diff --git a/project/Task1/__init__.py b/project/Task1/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/project/Task1/matrix_operations.py b/project/Task1/matrix_operations.py new file mode 100644 index 00000000..2f7443c7 --- /dev/null +++ b/project/Task1/matrix_operations.py @@ -0,0 +1,129 @@ +def matrix_add(matrix1, matrix2): + """ + Add two matrices element-wise. + + Args: + matrix1 (list): First matrix as list of lists. + matrix2 (list): Second matrix as list of lists. + + Returns: + list: Resulting matrix after addition. + + Raises: + ValueError: If matrices have different dimensions. + """ + if len(matrix1) != len(matrix2) or len(matrix1[0]) != len(matrix2[0]): + raise ValueError("Matrices must have the same dimensions") + + return [ + [matrix1[i][j] + matrix2[i][j] for j in range(len(matrix1[0]))] + for i in range(len(matrix1)) + ] + + +def matrix_multiply(matrix1, matrix2): + """ + Multiply two matrices. + + Args: + matrix1 (list): First matrix. + matrix2 (list): Second matrix. + + Returns: + list: Resulting matrix after multiplication. + + Raises: + ValueError: If number of columns in first matrix doesn't match + number of rows in second matrix. + """ + if len(matrix1[0]) != len(matrix2): + raise ValueError( + "Number of columns in first matrix must equal " + "number of rows in second matrix" + ) + + result = [[0] * len(matrix2[0]) for _ in range(len(matrix1))] + for i in range(len(matrix1)): + for k in range(len(matrix2)): + for j in range(len(matrix2[0])): + result[i][j] += matrix1[i][k] * matrix2[k][j] + return result + + +def matrix_transpose(matrix): + """ + Transpose a matrix (swap rows and columns). + + Args: + matrix (list): Input matrix. + + Returns: + list: Transposed matrix. + """ + return [list(row) for row in zip(*matrix)] + + +class Matrix: + """ + A class representing a mathematical matrix. + + Attributes: + data (list): Matrix data as list of lists. + """ + + def __init__(self, data): + """ + Initialize a matrix with given data. + + Args: + data (list): Matrix data as list of lists. + + Raises: + ValueError: If rows have inconsistent lengths. + """ + if not all(len(row) == len(data[0]) for row in data): + raise ValueError("All rows must have the same length") + self.data = data + self.rows = len(data) + self.cols = len(data[0]) + + def add(self, other): + """ + Add another matrix to this matrix. + + Args: + other (Matrix): Another matrix. + + Returns: + Matrix: Result of addition. + """ + return Matrix(matrix_add(self.data, other.data)) + + def multiply(self, other): + """ + Multiply with another matrix. + + Args: + other (Matrix): Another matrix. + + Returns: + Matrix: Result of multiplication. + """ + return Matrix(matrix_multiply(self.data, other.data)) + + def transpose(self): + """ + Transpose the matrix. + + Returns: + Matrix: Transposed matrix. + """ + return Matrix(matrix_transpose(self.data)) + + def __repr__(self): + return f"Matrix({self.data})" + + def __eq__(self, other): + if not isinstance(other, Matrix): + return False + return self.data == other.data \ No newline at end of file diff --git a/project/Task1/vector_operations.py b/project/Task1/vector_operations.py new file mode 100644 index 00000000..c64bdc8a --- /dev/null +++ b/project/Task1/vector_operations.py @@ -0,0 +1,119 @@ +import math + +def dot_product(vector1, vector2): + """ + Calculate the dot product of two vectors. + + Args: + vector1 (list): First vector as a list of numbers. + vector2 (list): Second vector as a list of numbers. + + Returns: + float: Dot product of the two vectors. + + Raises: + ValueError: If vectors have different lengths. + """ + if len(vector1) != len(vector2): + raise ValueError("Vectors must have the same length") + return sum(v1 * v2 for v1, v2 in zip(vector1, vector2)) + + +def vector_length(vector): + """ + Calculate the Euclidean length (magnitude) of a vector. + + Args: + vector (list): Vector as a list of numbers. + + Returns: + float: Length of the vector. + """ + return math.sqrt(sum(x * x for x in vector)) + + +def angle_between(vector1, vector2): + """ + Calculate the angle between two vectors in radians. + + Args: + vector1 (list): First vector. + vector2 (list): Second vector. + + Returns: + float: Angle between vectors in radians. + + Raises: + ValueError: If either vector is a zero vector. + """ + dot = dot_product(vector1, vector2) + len1 = vector_length(vector1) + len2 = vector_length(vector2) + + if len1 == 0 or len2 == 0: + raise ValueError("Vectors cannot be zero vectors") + + # Ensure cosine value is within valid range to avoid floating point errors + cos_angle = dot / (len1 * len2) + cos_angle = max(min(cos_angle, 1.0), -1.0) + + return math.acos(cos_angle) + + +class Vector: + """ + A class representing a mathematical vector. + + Attributes: + components (list): The components of the vector. + """ + + def __init__(self, components): + """ + Initialize a vector with given components. + + Args: + components (list): List of numerical components. + """ + self.components = list(components) + + def dot(self, other): + """ + Calculate dot product with another vector. + + Args: + other (Vector): Another vector. + + Returns: + float: Dot product. + """ + return dot_product(self.components, other.components) + + def length(self): + """ + Calculate the length of the vector. + + Returns: + float: Vector length. + """ + return vector_length(self.components) + + def angle_with(self, other): + """ + Calculate angle with another vector. + + Args: + other (Vector): Another vector. + + Returns: + float: Angle in radians. + """ + return angle_between(self.components, other.components) + + def __repr__(self): + return f"Vector({self.components})" + + def __eq__(self, other): + if not isinstance(other, Vector): + return False + return self.components == other.components \ No newline at end of file diff --git a/tests/Tests1/__init__.py b/tests/Tests1/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/Tests1/matrix_tests.py b/tests/Tests1/matrix_tests.py new file mode 100644 index 00000000..ce048c80 --- /dev/null +++ b/tests/Tests1/matrix_tests.py @@ -0,0 +1,97 @@ +import pytest +import sys +import os + +sys.path.insert(0, os.path.join(os.path.dirname(__file__), '../../')) +from project.Task1.matrix_operations import matrix_add, matrix_multiply, matrix_transpose, Matrix + +class TestMatrixOperations: + """Test cases for matrix operations.""" + + def test_matrix_add(self): + """Test matrix addition.""" + result = matrix_add([[1, 2], [3, 4]], [[5, 6], [7, 8]]) + assert result == [[6, 8], [10, 12]] + + def test_matrix_add_invalid_dimensions(self): + """Test matrix addition with invalid dimensions.""" + with pytest.raises(ValueError, match="Matrices must have the same dimensions"): + matrix_add([[1, 2]], [[3, 4, 5]]) + + def test_matrix_multiply(self): + """Test matrix multiplication.""" + result = matrix_multiply([[1, 2], [3, 4]], [[2, 0], [1, 2]]) + assert result == [[4, 4], [10, 8]] + + # Test identity matrix multiplication + identity = [[1, 0], [0, 1]] + matrix = [[1, 2], [3, 4]] + result = matrix_multiply(matrix, identity) + assert result == matrix + + def test_matrix_multiply_invalid_dimensions(self): + """Test matrix multiplication with invalid dimensions.""" + with pytest.raises(ValueError): + matrix_multiply([[1, 2]], [[3, 4, 5]]) + + def test_matrix_transpose(self): + """Test matrix transposition.""" + result = matrix_transpose([[1, 2, 3], [4, 5, 6]]) + assert result == [[1, 4], [2, 5], [3, 6]] + + # Test square matrix transpose + result = matrix_transpose([[1, 2], [3, 4]]) + assert result == [[1, 3], [2, 4]] + + +class TestMatrixClass: + """Test cases for Matrix class.""" + + def test_matrix_creation(self): + """Test Matrix object creation.""" + m = Matrix([[1, 2], [3, 4]]) + assert m.data == [[1, 2], [3, 4]] + assert m.rows == 2 + assert m.cols == 2 + + def test_matrix_creation_invalid(self): + """Test Matrix creation with invalid data.""" + with pytest.raises(ValueError, match="All rows must have the same length"): + Matrix([[1, 2], [3, 4, 5]]) + + def test_matrix_addition(self): + """Test matrix addition using Matrix class.""" + m1 = Matrix([[1, 2], [3, 4]]) + m2 = Matrix([[5, 6], [7, 8]]) + result = m1.add(m2) + expected = Matrix([[6, 8], [10, 12]]) + assert result == expected + + def test_matrix_multiplication(self): + """Test matrix multiplication using Matrix class.""" + m1 = Matrix([[1, 2], [3, 4]]) + m2 = Matrix([[2, 0], [1, 2]]) + result = m1.multiply(m2) + expected = Matrix([[4, 4], [10, 8]]) + assert result == expected + + def test_matrix_transpose_method(self): + """Test matrix transposition using Matrix class.""" + m = Matrix([[1, 2, 3], [4, 5, 6]]) + result = m.transpose() + expected = Matrix([[1, 4], [2, 5], [3, 6]]) + assert result == expected + + def test_matrix_repr(self): + """Test Matrix string representation.""" + m = Matrix([[1, 2], [3, 4]]) + assert repr(m) == "Matrix([[1, 2], [3, 4]])" + + def test_matrix_equality(self): + """Test Matrix equality comparison.""" + m1 = Matrix([[1, 2], [3, 4]]) + m2 = Matrix([[1, 2], [3, 4]]) + m3 = Matrix([[5, 6], [7, 8]]) + assert m1 == m2 + assert m1 != m3 + assert m1 != "not a matrix" \ No newline at end of file diff --git a/tests/Tests1/vector_tests.py b/tests/Tests1/vector_tests.py new file mode 100644 index 00000000..6146a53a --- /dev/null +++ b/tests/Tests1/vector_tests.py @@ -0,0 +1,45 @@ +import pytest +import math +import sys +import os + +sys.path.insert(0, os.path.join(os.path.dirname(__file__), '../../')) +from project.Task1.vector_operations import dot_product, vector_length, angle_between, Vector + +class TestVectorOperations: + """Test cases for vector operations.""" + + def test_dot_product(self): + """Test dot product calculation.""" + assert dot_product([1, 2], [3, 4]) == 11 + assert dot_product([0, 0], [1, 2]) == 0 + + def test_dot_product_invalid_input(self): + """Test dot product with invalid inputs.""" + with pytest.raises(ValueError): + dot_product([1, 2], [1]) + + def test_vector_length(self): + """Test vector length calculation.""" + assert vector_length([3, 4]) == 5.0 + assert vector_length([0]) == 0.0 + + def test_angle_between(self): + """Test angle between vectors calculation.""" + assert math.isclose(angle_between([1, 0], [0, 1]), math.pi / 2) + assert angle_between([1, 0], [1, 0]) == 0.0 + + +class TestVectorClass: + """Test cases for Vector class.""" + + def test_vector_creation(self): + """Test Vector object creation.""" + v = Vector([1, 2, 3]) + assert v.components == [1, 2, 3] + + def test_vector_dot_product(self): + """Test dot product using Vector class.""" + v1 = Vector([1, 2]) + v2 = Vector([3, 4]) + assert v1.dot(v2) == 11 \ No newline at end of file From 05b91208b565e9702de317ecebfdb827f2f40b1d Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 3 Oct 2025 14:50:57 +0300 Subject: [PATCH 02/14] fixed code with pre-commit --- .github/workflows/mypy.yml | 2 +- .github/workflows/tests.yml | 2 +- project/Task1/matrix_operations.py | 36 +++++++++++++-------------- project/Task1/vector_operations.py | 35 +++++++++++++------------- tests/Tests1/matrix_tests.py | 40 +++++++++++++++++------------- tests/Tests1/vector_tests.py | 24 +++++++++++------- 6 files changed, 76 insertions(+), 63 deletions(-) diff --git a/.github/workflows/mypy.yml b/.github/workflows/mypy.yml index 4f292bcc..a35e1609 100644 --- a/.github/workflows/mypy.yml +++ b/.github/workflows/mypy.yml @@ -26,4 +26,4 @@ jobs: - name: Run MyPy run: | - mypy project/ \ No newline at end of file + mypy project/ diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index a5fde444..1feb408b 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -25,4 +25,4 @@ jobs: - name: Run tests run: | - PYTHONPATH=project python -m pytest tests/Tests1/ -v \ No newline at end of file + PYTHONPATH=project python -m pytest tests/Tests1/ -v diff --git a/project/Task1/matrix_operations.py b/project/Task1/matrix_operations.py index 2f7443c7..2caccee0 100644 --- a/project/Task1/matrix_operations.py +++ b/project/Task1/matrix_operations.py @@ -14,7 +14,7 @@ def matrix_add(matrix1, matrix2): """ if len(matrix1) != len(matrix2) or len(matrix1[0]) != len(matrix2[0]): raise ValueError("Matrices must have the same dimensions") - + return [ [matrix1[i][j] + matrix2[i][j] for j in range(len(matrix1[0]))] for i in range(len(matrix1)) @@ -33,7 +33,7 @@ def matrix_multiply(matrix1, matrix2): list: Resulting matrix after multiplication. Raises: - ValueError: If number of columns in first matrix doesn't match + ValueError: If number of columns in first matrix doesn't match number of rows in second matrix. """ if len(matrix1[0]) != len(matrix2): @@ -41,7 +41,7 @@ def matrix_multiply(matrix1, matrix2): "Number of columns in first matrix must equal " "number of rows in second matrix" ) - + result = [[0] * len(matrix2[0]) for _ in range(len(matrix1))] for i in range(len(matrix1)): for k in range(len(matrix2)): @@ -66,18 +66,18 @@ def matrix_transpose(matrix): class Matrix: """ A class representing a mathematical matrix. - + Attributes: data (list): Matrix data as list of lists. """ - + def __init__(self, data): """ Initialize a matrix with given data. - + Args: data (list): Matrix data as list of lists. - + Raises: ValueError: If rows have inconsistent lengths. """ @@ -86,44 +86,44 @@ def __init__(self, data): self.data = data self.rows = len(data) self.cols = len(data[0]) - + def add(self, other): """ Add another matrix to this matrix. - + Args: other (Matrix): Another matrix. - + Returns: Matrix: Result of addition. """ return Matrix(matrix_add(self.data, other.data)) - + def multiply(self, other): """ Multiply with another matrix. - + Args: other (Matrix): Another matrix. - + Returns: Matrix: Result of multiplication. """ return Matrix(matrix_multiply(self.data, other.data)) - + def transpose(self): """ Transpose the matrix. - + Returns: Matrix: Transposed matrix. """ return Matrix(matrix_transpose(self.data)) - + def __repr__(self): return f"Matrix({self.data})" - + def __eq__(self, other): if not isinstance(other, Matrix): return False - return self.data == other.data \ No newline at end of file + return self.data == other.data diff --git a/project/Task1/vector_operations.py b/project/Task1/vector_operations.py index c64bdc8a..4b7e451b 100644 --- a/project/Task1/vector_operations.py +++ b/project/Task1/vector_operations.py @@ -1,5 +1,6 @@ import math + def dot_product(vector1, vector2): """ Calculate the dot product of two vectors. @@ -49,71 +50,71 @@ def angle_between(vector1, vector2): dot = dot_product(vector1, vector2) len1 = vector_length(vector1) len2 = vector_length(vector2) - + if len1 == 0 or len2 == 0: raise ValueError("Vectors cannot be zero vectors") - + # Ensure cosine value is within valid range to avoid floating point errors cos_angle = dot / (len1 * len2) cos_angle = max(min(cos_angle, 1.0), -1.0) - + return math.acos(cos_angle) class Vector: """ A class representing a mathematical vector. - + Attributes: components (list): The components of the vector. """ - + def __init__(self, components): """ Initialize a vector with given components. - + Args: components (list): List of numerical components. """ self.components = list(components) - + def dot(self, other): """ Calculate dot product with another vector. - + Args: other (Vector): Another vector. - + Returns: float: Dot product. """ return dot_product(self.components, other.components) - + def length(self): """ Calculate the length of the vector. - + Returns: float: Vector length. """ return vector_length(self.components) - + def angle_with(self, other): """ Calculate angle with another vector. - + Args: other (Vector): Another vector. - + Returns: float: Angle in radians. """ return angle_between(self.components, other.components) - + def __repr__(self): return f"Vector({self.components})" - + def __eq__(self, other): if not isinstance(other, Vector): return False - return self.components == other.components \ No newline at end of file + return self.components == other.components diff --git a/tests/Tests1/matrix_tests.py b/tests/Tests1/matrix_tests.py index ce048c80..fd246dd3 100644 --- a/tests/Tests1/matrix_tests.py +++ b/tests/Tests1/matrix_tests.py @@ -2,43 +2,49 @@ import sys import os -sys.path.insert(0, os.path.join(os.path.dirname(__file__), '../../')) -from project.Task1.matrix_operations import matrix_add, matrix_multiply, matrix_transpose, Matrix +sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../")) +from project.Task1.matrix_operations import ( + matrix_add, + matrix_multiply, + matrix_transpose, + Matrix, +) + class TestMatrixOperations: """Test cases for matrix operations.""" - + def test_matrix_add(self): """Test matrix addition.""" result = matrix_add([[1, 2], [3, 4]], [[5, 6], [7, 8]]) assert result == [[6, 8], [10, 12]] - + def test_matrix_add_invalid_dimensions(self): """Test matrix addition with invalid dimensions.""" with pytest.raises(ValueError, match="Matrices must have the same dimensions"): matrix_add([[1, 2]], [[3, 4, 5]]) - + def test_matrix_multiply(self): """Test matrix multiplication.""" result = matrix_multiply([[1, 2], [3, 4]], [[2, 0], [1, 2]]) assert result == [[4, 4], [10, 8]] - + # Test identity matrix multiplication identity = [[1, 0], [0, 1]] matrix = [[1, 2], [3, 4]] result = matrix_multiply(matrix, identity) assert result == matrix - + def test_matrix_multiply_invalid_dimensions(self): """Test matrix multiplication with invalid dimensions.""" with pytest.raises(ValueError): matrix_multiply([[1, 2]], [[3, 4, 5]]) - + def test_matrix_transpose(self): """Test matrix transposition.""" result = matrix_transpose([[1, 2, 3], [4, 5, 6]]) assert result == [[1, 4], [2, 5], [3, 6]] - + # Test square matrix transpose result = matrix_transpose([[1, 2], [3, 4]]) assert result == [[1, 3], [2, 4]] @@ -46,19 +52,19 @@ def test_matrix_transpose(self): class TestMatrixClass: """Test cases for Matrix class.""" - + def test_matrix_creation(self): """Test Matrix object creation.""" m = Matrix([[1, 2], [3, 4]]) assert m.data == [[1, 2], [3, 4]] assert m.rows == 2 assert m.cols == 2 - + def test_matrix_creation_invalid(self): """Test Matrix creation with invalid data.""" with pytest.raises(ValueError, match="All rows must have the same length"): Matrix([[1, 2], [3, 4, 5]]) - + def test_matrix_addition(self): """Test matrix addition using Matrix class.""" m1 = Matrix([[1, 2], [3, 4]]) @@ -66,7 +72,7 @@ def test_matrix_addition(self): result = m1.add(m2) expected = Matrix([[6, 8], [10, 12]]) assert result == expected - + def test_matrix_multiplication(self): """Test matrix multiplication using Matrix class.""" m1 = Matrix([[1, 2], [3, 4]]) @@ -74,19 +80,19 @@ def test_matrix_multiplication(self): result = m1.multiply(m2) expected = Matrix([[4, 4], [10, 8]]) assert result == expected - + def test_matrix_transpose_method(self): """Test matrix transposition using Matrix class.""" m = Matrix([[1, 2, 3], [4, 5, 6]]) result = m.transpose() expected = Matrix([[1, 4], [2, 5], [3, 6]]) assert result == expected - + def test_matrix_repr(self): """Test Matrix string representation.""" m = Matrix([[1, 2], [3, 4]]) assert repr(m) == "Matrix([[1, 2], [3, 4]])" - + def test_matrix_equality(self): """Test Matrix equality comparison.""" m1 = Matrix([[1, 2], [3, 4]]) @@ -94,4 +100,4 @@ def test_matrix_equality(self): m3 = Matrix([[5, 6], [7, 8]]) assert m1 == m2 assert m1 != m3 - assert m1 != "not a matrix" \ No newline at end of file + assert m1 != "not a matrix" diff --git a/tests/Tests1/vector_tests.py b/tests/Tests1/vector_tests.py index 6146a53a..211f055e 100644 --- a/tests/Tests1/vector_tests.py +++ b/tests/Tests1/vector_tests.py @@ -3,27 +3,33 @@ import sys import os -sys.path.insert(0, os.path.join(os.path.dirname(__file__), '../../')) -from project.Task1.vector_operations import dot_product, vector_length, angle_between, Vector +sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../")) +from project.Task1.vector_operations import ( + dot_product, + vector_length, + angle_between, + Vector, +) + class TestVectorOperations: """Test cases for vector operations.""" - + def test_dot_product(self): """Test dot product calculation.""" assert dot_product([1, 2], [3, 4]) == 11 assert dot_product([0, 0], [1, 2]) == 0 - + def test_dot_product_invalid_input(self): """Test dot product with invalid inputs.""" with pytest.raises(ValueError): dot_product([1, 2], [1]) - + def test_vector_length(self): """Test vector length calculation.""" assert vector_length([3, 4]) == 5.0 assert vector_length([0]) == 0.0 - + def test_angle_between(self): """Test angle between vectors calculation.""" assert math.isclose(angle_between([1, 0], [0, 1]), math.pi / 2) @@ -32,14 +38,14 @@ def test_angle_between(self): class TestVectorClass: """Test cases for Vector class.""" - + def test_vector_creation(self): """Test Vector object creation.""" v = Vector([1, 2, 3]) assert v.components == [1, 2, 3] - + def test_vector_dot_product(self): """Test dot product using Vector class.""" v1 = Vector([1, 2]) v2 = Vector([3, 4]) - assert v1.dot(v2) == 11 \ No newline at end of file + assert v1.dot(v2) == 11 From 1b1e2be07f6fa20e58b4d1720ae9ea6d8ac71f2e Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 3 Oct 2025 14:54:36 +0300 Subject: [PATCH 03/14] fixed tests dir --- .github/workflows/tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 1feb408b..60668a43 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -25,4 +25,4 @@ jobs: - name: Run tests run: | - PYTHONPATH=project python -m pytest tests/Tests1/ -v + PYTHONPATH=project python -m pytest tests/Tests1/matrix_tests.py tests/Tests1/vector_tests.py -v From c79444fc26f00e058c16a4e77c46869fe15067ca Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 3 Oct 2025 14:58:12 +0300 Subject: [PATCH 04/14] changed reqs.txt --- requirements.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/requirements.txt b/requirements.txt index 30544ac2..61500b18 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,3 +1,4 @@ black +mypy pre-commit pytest From f185e094afc0fda52a66b25a15ce348fbdc8ae42 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 3 Oct 2025 15:06:12 +0300 Subject: [PATCH 05/14] fixed tests --- .github/workflows/tests.yml | 25 ++++++++++--------------- 1 file changed, 10 insertions(+), 15 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 60668a43..181606d4 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -1,28 +1,23 @@ -name: Run Tests +name: Run All Tests on: [push, pull_request] jobs: test: runs-on: ubuntu-latest - strategy: - matrix: - python-version: [3.9] - steps: - name: Checkout code - uses: actions/checkout@v3 + uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} + - name: Set up Python uses: actions/setup-python@v4 with: - python-version: ${{ matrix.python-version }} + python-version: '3.9' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install pytest + - name: Install pytest + run: pip install pytest - - name: Run tests - run: | - PYTHONPATH=project python -m pytest tests/Tests1/matrix_tests.py tests/Tests1/vector_tests.py -v + - name: Run all tests + env: + PYTHONPATH: project + run: pytest tests/ -v From 0ac672e8efaa8497d7ba5fd6504b4618418fc256 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 3 Oct 2025 15:12:22 +0300 Subject: [PATCH 06/14] fixed tests --- .github/workflows/tests.yml | 16 +++++----------- 1 file changed, 5 insertions(+), 11 deletions(-) diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 181606d4..21476aef 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -1,23 +1,17 @@ -name: Run All Tests - +name: Run Tests on: [push, pull_request] - jobs: test: runs-on: ubuntu-latest steps: - name: Checkout code uses: actions/checkout@v4 - - name: Set up Python uses: actions/setup-python@v4 with: - python-version: '3.9' - + python-version: '3.10' - name: Install pytest run: pip install pytest - - - name: Run all tests - env: - PYTHONPATH: project - run: pytest tests/ -v + - name: Run tests using project script + run: | + python ./scripts/run_tests.py From 3abb77d214b643696b3c79452f82088acfbaa7f6 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 10 Oct 2025 20:42:00 +0300 Subject: [PATCH 07/14] added 2 Task --- project/Task2/__init__.py | 0 project/Task2/generator.py | 124 +++++++++++++++++ tests/Tests2/__init__.py | 0 tests/Tests2/generator_tests.py | 236 ++++++++++++++++++++++++++++++++ 4 files changed, 360 insertions(+) create mode 100644 project/Task2/__init__.py create mode 100644 project/Task2/generator.py create mode 100644 tests/Tests2/__init__.py create mode 100644 tests/Tests2/generator_tests.py diff --git a/project/Task2/__init__.py b/project/Task2/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/project/Task2/generator.py b/project/Task2/generator.py new file mode 100644 index 00000000..ef26dcc2 --- /dev/null +++ b/project/Task2/generator.py @@ -0,0 +1,124 @@ +from functools import reduce +from typing import Any, Callable, Iterable, Iterator, List + + +def data_generator(start: int = 0, end: int = 10) -> Iterator[int]: + """Generator that yields numbers from start to end-1.""" + for i in range(start, end): + yield i + + +def pipeline(source: Iterable, *operations: Callable) -> Iterator: + """ + Takes a data source and sequence of operations, + applies them sequentially, returning a lazy generator. + Operations are applied in the order they are provided. + """ + stream = source + for operation in operations: + stream = operation(stream) + return stream + + +def map_operation(func: Callable) -> Callable[[Iterable], Iterator]: + """Map operation - applies function to each element.""" + + def _inner(stream: Iterable) -> Iterator: + for item in stream: + yield func(item) + + return _inner + + +def filter_operation(predicate: Callable) -> Callable[[Iterable], Iterator]: + """Filter operation - filters elements based on condition.""" + + def _inner(stream: Iterable) -> Iterator: + for item in stream: + if predicate(item): + yield item + + return _inner + + +def zip_operation(*others: Iterable) -> Callable[[Iterable], Iterator]: + """Zip operation - combines with other iterables.""" + + def _inner(stream: Iterable) -> Iterator: + return zip(stream, *others) + + return _inner + + +def reduce_operation( + func: Callable, initializer: Any = None +) -> Callable[[Iterable], Any]: + """ + Reduce operation - reduces sequence to single value. + Terminal operation - should be used at the end of pipeline. + """ + + def _inner(stream: Iterable) -> Any: + if initializer is not None: + return reduce(func, stream, initializer) + return reduce(func, stream) + + return _inner + + +def take_operation(n: int) -> Callable[[Iterable], Iterator]: + """Takes first n elements from the stream.""" + + def _inner(stream: Iterable) -> Iterator: + for i, item in enumerate(stream): + if i < n: + yield item + else: + break + + return _inner + + +def skip_operation(n: int) -> Callable[[Iterable], Iterator]: + """Skips first n elements.""" + + def _inner(stream: Iterable) -> Iterator: + for i, item in enumerate(stream): + if i >= n: + yield item + + return _inner + + +def enumerate_operation(start: int = 0) -> Callable[[Iterable], Iterator]: + """Adds index to each element.""" + + def _inner(stream: Iterable) -> Iterator: + for i, item in enumerate(stream, start): + yield (i, item) + + return _inner + + +def custom_operation(func: Callable) -> Callable[[Iterable], Iterator]: + """Wrapper for custom stream processing functions.""" + + def _inner(stream: Iterable) -> Iterator: + yield from func(stream) + + return _inner + + +def collect(stream: Iterable, collection_type: type = list) -> Any: + """Collects lazy generator results into specified collection.""" + return collection_type(stream) + + +def collect_to_list(stream: Iterable) -> List: + """Collects results into list.""" + return list(stream) + + +def count(stream: Iterable) -> int: + """Counts number of elements in the stream.""" + return sum(1 for _ in stream) diff --git a/tests/Tests2/__init__.py b/tests/Tests2/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tests/Tests2/generator_tests.py b/tests/Tests2/generator_tests.py new file mode 100644 index 00000000..30367bb9 --- /dev/null +++ b/tests/Tests2/generator_tests.py @@ -0,0 +1,236 @@ +import pytest +import sys +import os + +sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../")) +from project.Task2.generator import * + + +class TestPipeline: + """Simplified tests for data processing pipeline.""" + + @pytest.fixture + def sample_data(self): + return [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] + + @pytest.fixture + def empty_data(self): + return [] + + @pytest.mark.parametrize( + "start,end,expected", + [ + (0, 5, [0, 1, 2, 3, 4]), + (1, 4, [1, 2, 3]), + (-2, 3, [-2, -1, 0, 1, 2]), + ], + ) + def test_data_generator(self, start, end, expected): + """Test data generator with different ranges.""" + result = list(data_generator(start, end)) + assert result == expected + + @pytest.mark.parametrize( + "func,expected", + [ + (lambda x: x * 2, [2, 4, 6, 8, 10]), + (lambda x: x**2, [1, 4, 9, 16, 25]), + (str, ["1", "2", "3", "4", "5"]), + ], + ) + def test_map_operation(self, func, expected): + """Test map operation with different functions.""" + data = [1, 2, 3, 4, 5] + mapped = map_operation(func)(data) + result = list(mapped) + assert result == expected + + @pytest.mark.parametrize( + "predicate,expected", + [ + (lambda x: x % 2 == 0, [2, 4, 6, 8, 10]), + (lambda x: x > 5, [6, 7, 8, 9, 10]), + (lambda x: x < 3, [1, 2]), + ], + ) + def test_filter_operation(self, sample_data, predicate, expected): + """Test filter operation with different predicates.""" + filtered = filter_operation(predicate)(sample_data) + result = list(filtered) + assert result == expected + + @pytest.mark.parametrize( + "n,expected", + [ + (0, []), + (1, [1]), + (3, [1, 2, 3]), + (5, [1, 2, 3, 4, 5]), + (100, [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), + ], + ) + def test_take_operation(self, sample_data, n, expected): + """Test take operation with different counts.""" + taken = take_operation(n)(sample_data) + result = list(taken) + assert result == expected + + @pytest.mark.parametrize( + "n,expected", + [ + (0, [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), + (1, [2, 3, 4, 5, 6, 7, 8, 9, 10]), + (5, [6, 7, 8, 9, 10]), + (9, [10]), + (10, []), + ], + ) + def test_skip_operation(self, sample_data, n, expected): + """Test skip operation with different counts.""" + skipped = skip_operation(n)(sample_data) + result = list(skipped) + assert result == expected + + @pytest.mark.parametrize( + "start,expected", + [ + (0, [(0, 1), (1, 2), (2, 3)]), + (1, [(1, 1), (2, 2), (3, 3)]), + (10, [(10, 1), (11, 2), (12, 3)]), + ], + ) + def test_enumerate_operation(self, start, expected): + """Test enumerate operation with different start values.""" + data = [1, 2, 3] + enumerated = enumerate_operation(start)(data) + result = list(enumerated) + assert result == expected + + @pytest.mark.parametrize( + "func,initializer,expected", + [ + (lambda x, y: x + y, None, 55), + (lambda x, y: x + y, 100, 155), + (lambda x, y: x * y, None, 3628800), + (lambda x, y: x if x > y else y, None, 10), + ], + ) + def test_reduce_operation(self, sample_data, func, initializer, expected): + """Test reduce operation with different functions and initializers.""" + if initializer is not None: + reducer = reduce_operation(func, initializer) + else: + reducer = reduce_operation(func) + + result = reducer(sample_data) + assert result == expected + + @pytest.mark.parametrize( + "collection_type,expected_type", + [ + (list, list), + (tuple, tuple), + (set, set), + ], + ) + def test_collect_different_types(self, sample_data, collection_type, expected_type): + """Test collect operation with different collection types.""" + stream = filter_operation(lambda x: x % 2 == 0)(sample_data) + result = collect(stream, collection_type) + assert isinstance(result, expected_type) + + @pytest.mark.parametrize( + "data,expected_count", + [ + ([1, 2, 3, 4, 5], 5), + ([], 0), + ([1], 1), + (range(10), 10), + ], + ) + def test_count_operation(self, data, expected_count): + """Test count operation with different data.""" + result = count(data) + assert result == expected_count + + def test_zip_operation(self): + """Test zip operation.""" + data1 = [1, 2, 3] + data2 = [10, 20, 30] + zipped = zip_operation(data2)(data1) + result = list(zipped) + assert result == [(1, 10), (2, 20), (3, 30)] + + def test_custom_operation(self): + """Test custom operation.""" + + def double_batch(stream): + for item in stream: + yield item * 2 + + custom_op = custom_operation(double_batch) + result = list(custom_op([1, 2, 3])) + assert result == [2, 4, 6] + + def test_pipeline_basic(self, sample_data): + """Test basic pipeline.""" + result = list(pipeline(sample_data)) + assert result == sample_data + + def test_pipeline_with_operations(self, sample_data): + """Test pipeline with operations.""" + result = list( + pipeline( + sample_data, + filter_operation(lambda x: x % 2 == 0), + map_operation(lambda x: x * 3), + take_operation(3), + ) + ) + assert result == [6, 12, 18] + + def test_pipeline_complex(self, sample_data): + """Test complex pipeline.""" + result = list( + pipeline( + sample_data, + filter_operation(lambda x: x > 3), + skip_operation(2), + take_operation(3), + map_operation(str), + enumerate_operation(1), + ) + ) + assert result == [(1, "6"), (2, "7"), (3, "8")] + + def test_empty_data(self, empty_data): + """Test with empty data.""" + result = list( + pipeline( + empty_data, + map_operation(lambda x: x * 2), + filter_operation(lambda x: x > 0), + take_operation(5), + ) + ) + assert result == [] + + assert count(empty_data) == 0 + + def test_lazy_evaluation(self): + """Test lazy evaluation.""" + processed_items = [] + + def track_processing(x): + processed_items.append(x) + return x * 2 + + gen = data_generator(1, 1000) + stream = pipeline(gen, map_operation(track_processing), take_operation(3)) + + assert len(processed_items) == 0 + + result = list(stream) + + assert len(processed_items) == 3 + assert result == [2, 4, 6] From 997bdcd5927d93b450d0eda625434351707b52d0 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 10 Oct 2025 20:44:18 +0300 Subject: [PATCH 08/14] fixed mypy problem --- project/Task2/generator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/project/Task2/generator.py b/project/Task2/generator.py index ef26dcc2..ea0eb1b8 100644 --- a/project/Task2/generator.py +++ b/project/Task2/generator.py @@ -8,7 +8,7 @@ def data_generator(start: int = 0, end: int = 10) -> Iterator[int]: yield i -def pipeline(source: Iterable, *operations: Callable) -> Iterator: +def pipeline(source: Iterable, *operations: Callable) -> Iterable: """ Takes a data source and sequence of operations, applies them sequentially, returning a lazy generator. From 7d214ab298d4d6324b97d02847f06b5ef8494423 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Tue, 25 Nov 2025 14:47:15 +0300 Subject: [PATCH 09/14] added 9 task --- project/Task9/housing.csv | 20641 ++++++++++++++++++++++++++++++++++++ project/Task9/main.ipynb | 3212 ++++++ 2 files changed, 23853 insertions(+) create mode 100644 project/Task9/housing.csv create mode 100644 project/Task9/main.ipynb diff --git a/project/Task9/housing.csv b/project/Task9/housing.csv new file mode 100644 index 00000000..d5e3fa24 --- /dev/null +++ b/project/Task9/housing.csv @@ -0,0 +1,20641 @@ +longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity +-122.23,37.88,41.0,880.0,129.0,322.0,126.0,8.3252,452600.0,NEAR BAY +-122.22,37.86,21.0,7099.0,1106.0,2401.0,1138.0,8.3014,358500.0,NEAR BAY +-122.24,37.85,52.0,1467.0,190.0,496.0,177.0,7.2574,352100.0,NEAR BAY +-122.25,37.85,52.0,1274.0,235.0,558.0,219.0,5.6431,341300.0,NEAR BAY +-122.25,37.85,52.0,1627.0,280.0,565.0,259.0,3.8462,342200.0,NEAR BAY +-122.25,37.85,52.0,919.0,213.0,413.0,193.0,4.0368,269700.0,NEAR BAY +-122.25,37.84,52.0,2535.0,489.0,1094.0,514.0,3.6591,299200.0,NEAR BAY +-122.25,37.84,52.0,3104.0,687.0,1157.0,647.0,3.12,241400.0,NEAR BAY +-122.26,37.84,42.0,2555.0,665.0,1206.0,595.0,2.0804,226700.0,NEAR BAY +-122.25,37.84,52.0,3549.0,707.0,1551.0,714.0,3.6912,261100.0,NEAR BAY +-122.26,37.85,52.0,2202.0,434.0,910.0,402.0,3.2031,281500.0,NEAR BAY +-122.26,37.85,52.0,3503.0,752.0,1504.0,734.0,3.2705,241800.0,NEAR BAY +-122.26,37.85,52.0,2491.0,474.0,1098.0,468.0,3.075,213500.0,NEAR BAY +-122.26,37.84,52.0,696.0,191.0,345.0,174.0,2.6736,191300.0,NEAR BAY +-122.26,37.85,52.0,2643.0,626.0,1212.0,620.0,1.9167,159200.0,NEAR BAY +-122.26,37.85,50.0,1120.0,283.0,697.0,264.0,2.125,140000.0,NEAR BAY +-122.27,37.85,52.0,1966.0,347.0,793.0,331.0,2.775,152500.0,NEAR BAY +-122.27,37.85,52.0,1228.0,293.0,648.0,303.0,2.1202,155500.0,NEAR BAY +-122.26,37.84,50.0,2239.0,455.0,990.0,419.0,1.9911,158700.0,NEAR BAY +-122.27,37.84,52.0,1503.0,298.0,690.0,275.0,2.6033,162900.0,NEAR BAY +-122.27,37.85,40.0,751.0,184.0,409.0,166.0,1.3578,147500.0,NEAR BAY +-122.27,37.85,42.0,1639.0,367.0,929.0,366.0,1.7135,159800.0,NEAR BAY +-122.27,37.84,52.0,2436.0,541.0,1015.0,478.0,1.725,113900.0,NEAR BAY +-122.27,37.84,52.0,1688.0,337.0,853.0,325.0,2.1806,99700.0,NEAR BAY +-122.27,37.84,52.0,2224.0,437.0,1006.0,422.0,2.6,132600.0,NEAR BAY +-122.28,37.85,41.0,535.0,123.0,317.0,119.0,2.4038,107500.0,NEAR BAY +-122.28,37.85,49.0,1130.0,244.0,607.0,239.0,2.4597,93800.0,NEAR BAY +-122.28,37.85,52.0,1898.0,421.0,1102.0,397.0,1.808,105500.0,NEAR BAY +-122.28,37.84,50.0,2082.0,492.0,1131.0,473.0,1.6424,108900.0,NEAR BAY +-122.28,37.84,52.0,729.0,160.0,395.0,155.0,1.6875,132000.0,NEAR BAY +-122.28,37.84,49.0,1916.0,447.0,863.0,378.0,1.9274,122300.0,NEAR BAY +-122.28,37.84,52.0,2153.0,481.0,1168.0,441.0,1.9615,115200.0,NEAR BAY +-122.27,37.84,48.0,1922.0,409.0,1026.0,335.0,1.7969,110400.0,NEAR BAY +-122.27,37.83,49.0,1655.0,366.0,754.0,329.0,1.375,104900.0,NEAR BAY +-122.27,37.83,51.0,2665.0,574.0,1258.0,536.0,2.7303,109700.0,NEAR BAY +-122.27,37.83,49.0,1215.0,282.0,570.0,264.0,1.4861,97200.0,NEAR BAY +-122.27,37.83,48.0,1798.0,432.0,987.0,374.0,1.0972,104500.0,NEAR BAY +-122.28,37.83,52.0,1511.0,390.0,901.0,403.0,1.4103,103900.0,NEAR BAY +-122.26,37.83,52.0,1470.0,330.0,689.0,309.0,3.48,191400.0,NEAR BAY +-122.26,37.83,52.0,2432.0,715.0,1377.0,696.0,2.5898,176000.0,NEAR BAY +-122.26,37.83,52.0,1665.0,419.0,946.0,395.0,2.0978,155400.0,NEAR BAY +-122.26,37.83,51.0,936.0,311.0,517.0,249.0,1.2852,150000.0,NEAR BAY +-122.26,37.84,49.0,713.0,202.0,462.0,189.0,1.025,118800.0,NEAR BAY +-122.26,37.84,52.0,950.0,202.0,467.0,198.0,3.9643,188800.0,NEAR BAY +-122.26,37.83,52.0,1443.0,311.0,660.0,292.0,3.0125,184400.0,NEAR BAY +-122.26,37.83,52.0,1656.0,420.0,718.0,382.0,2.6768,182300.0,NEAR BAY +-122.26,37.83,50.0,1125.0,322.0,616.0,304.0,2.026,142500.0,NEAR BAY +-122.27,37.82,43.0,1007.0,312.0,558.0,253.0,1.7348,137500.0,NEAR BAY +-122.26,37.82,40.0,624.0,195.0,423.0,160.0,0.9506,187500.0,NEAR BAY +-122.27,37.82,40.0,946.0,375.0,700.0,352.0,1.775,112500.0,NEAR BAY +-122.27,37.82,21.0,896.0,453.0,735.0,438.0,0.9218,171900.0,NEAR BAY +-122.27,37.82,43.0,1868.0,456.0,1061.0,407.0,1.5045,93800.0,NEAR BAY +-122.27,37.82,41.0,3221.0,853.0,1959.0,720.0,1.1108,97500.0,NEAR BAY +-122.27,37.82,52.0,1630.0,456.0,1162.0,400.0,1.2475,104200.0,NEAR BAY +-122.28,37.82,52.0,1170.0,235.0,701.0,233.0,1.6098,87500.0,NEAR BAY +-122.28,37.82,52.0,945.0,243.0,576.0,220.0,1.4113,83100.0,NEAR BAY +-122.28,37.82,52.0,1238.0,288.0,622.0,259.0,1.5057,87500.0,NEAR BAY +-122.28,37.82,52.0,1489.0,335.0,728.0,244.0,0.8172,85300.0,NEAR BAY +-122.28,37.82,52.0,1387.0,341.0,1074.0,304.0,1.2171,80300.0,NEAR BAY +-122.29,37.82,2.0,158.0,43.0,94.0,57.0,2.5625,60000.0,NEAR BAY +-122.29,37.83,52.0,1121.0,211.0,554.0,187.0,3.3929,75700.0,NEAR BAY +-122.29,37.82,49.0,135.0,29.0,86.0,23.0,6.1183,75000.0,NEAR BAY +-122.29,37.81,50.0,760.0,190.0,377.0,122.0,0.9011,86100.0,NEAR BAY +-122.3,37.81,52.0,1224.0,237.0,521.0,159.0,1.191,76100.0,NEAR BAY +-122.3,37.81,48.0,828.0,182.0,392.0,133.0,2.5938,73500.0,NEAR BAY +-122.3,37.81,52.0,1010.0,209.0,604.0,187.0,1.1667,78400.0,NEAR BAY +-122.3,37.81,48.0,1455.0,354.0,788.0,332.0,0.8056,84400.0,NEAR BAY +-122.29,37.8,52.0,1027.0,244.0,492.0,147.0,2.6094,81300.0,NEAR BAY +-122.3,37.81,52.0,572.0,109.0,274.0,82.0,1.8516,85000.0,NEAR BAY +-122.29,37.81,46.0,2801.0,644.0,1823.0,611.0,0.9802,129200.0,NEAR BAY +-122.29,37.81,26.0,768.0,152.0,392.0,127.0,1.7719,82500.0,NEAR BAY +-122.29,37.81,46.0,935.0,297.0,582.0,277.0,0.7286,95200.0,NEAR BAY +-122.29,37.81,49.0,844.0,204.0,560.0,152.0,1.75,75000.0,NEAR BAY +-122.29,37.81,46.0,12.0,4.0,18.0,7.0,0.4999,67500.0,NEAR BAY +-122.29,37.81,20.0,835.0,161.0,290.0,133.0,2.483,137500.0,NEAR BAY +-122.28,37.81,17.0,1237.0,462.0,762.0,439.0,0.9241,177500.0,NEAR BAY +-122.28,37.81,36.0,2914.0,562.0,1236.0,509.0,2.4464,102100.0,NEAR BAY +-122.28,37.81,19.0,1207.0,243.0,721.0,207.0,1.1111,108300.0,NEAR BAY +-122.29,37.81,23.0,1745.0,374.0,1054.0,325.0,0.8026,112500.0,NEAR BAY +-122.28,37.8,38.0,684.0,176.0,344.0,155.0,2.0114,131300.0,NEAR BAY +-122.28,37.81,17.0,924.0,289.0,609.0,289.0,1.5,162500.0,NEAR BAY +-122.27,37.81,52.0,210.0,56.0,183.0,56.0,1.1667,112500.0,NEAR BAY +-122.28,37.81,52.0,340.0,97.0,200.0,87.0,1.5208,112500.0,NEAR BAY +-122.28,37.81,52.0,386.0,164.0,346.0,155.0,0.8075,137500.0,NEAR BAY +-122.28,37.81,35.0,948.0,184.0,467.0,169.0,1.8088,118800.0,NEAR BAY +-122.28,37.81,52.0,773.0,143.0,377.0,115.0,2.4083,98200.0,NEAR BAY +-122.27,37.81,40.0,880.0,451.0,582.0,380.0,0.977,118800.0,NEAR BAY +-122.27,37.81,10.0,875.0,348.0,546.0,330.0,0.76,162500.0,NEAR BAY +-122.27,37.8,10.0,105.0,42.0,125.0,39.0,0.9722,137500.0,NEAR BAY +-122.27,37.8,52.0,249.0,78.0,396.0,85.0,1.2434,500001.0,NEAR BAY +-122.27,37.8,16.0,994.0,392.0,800.0,362.0,2.0938,162500.0,NEAR BAY +-122.28,37.8,52.0,215.0,87.0,904.0,88.0,0.8668,137500.0,NEAR BAY +-122.28,37.8,52.0,96.0,31.0,191.0,34.0,0.75,162500.0,NEAR BAY +-122.27,37.79,27.0,1055.0,347.0,718.0,302.0,2.6354,187500.0,NEAR BAY +-122.27,37.8,39.0,1715.0,623.0,1327.0,467.0,1.8477,179200.0,NEAR BAY +-122.26,37.8,36.0,5329.0,2477.0,3469.0,2323.0,2.0096,130000.0,NEAR BAY +-122.26,37.82,31.0,4596.0,1331.0,2048.0,1180.0,2.8345,183800.0,NEAR BAY +-122.26,37.81,29.0,335.0,107.0,202.0,91.0,2.0062,125000.0,NEAR BAY +-122.26,37.82,22.0,3682.0,1270.0,2024.0,1250.0,1.2185,170000.0,NEAR BAY +-122.26,37.82,37.0,3633.0,1085.0,1838.0,980.0,2.6104,193100.0,NEAR BAY +-122.25,37.81,29.0,4656.0,1414.0,2304.0,1250.0,2.4912,257800.0,NEAR BAY +-122.25,37.81,28.0,5806.0,1603.0,2563.0,1497.0,3.2177,273400.0,NEAR BAY +-122.25,37.81,39.0,854.0,242.0,389.0,228.0,3.125,237500.0,NEAR BAY +-122.25,37.81,52.0,2155.0,701.0,895.0,613.0,2.5795,350000.0,NEAR BAY +-122.26,37.81,34.0,5871.0,1914.0,2689.0,1789.0,2.8406,335700.0,NEAR BAY +-122.24,37.82,52.0,1509.0,225.0,674.0,244.0,4.9306,313400.0,NEAR BAY +-122.24,37.81,52.0,2026.0,482.0,709.0,456.0,3.2727,268500.0,NEAR BAY +-122.25,37.81,52.0,1758.0,460.0,686.0,422.0,3.1691,259400.0,NEAR BAY +-122.24,37.82,52.0,3481.0,751.0,1444.0,718.0,3.9,275700.0,NEAR BAY +-122.25,37.82,28.0,3337.0,855.0,1520.0,802.0,3.9063,225000.0,NEAR BAY +-122.25,37.82,52.0,1424.0,289.0,550.0,253.0,5.0917,262500.0,NEAR BAY +-122.25,37.82,32.0,3809.0,1098.0,1806.0,1022.0,2.6429,218500.0,NEAR BAY +-122.25,37.82,26.0,3959.0,1196.0,1749.0,1217.0,3.0233,255000.0,NEAR BAY +-122.25,37.83,52.0,2376.0,559.0,939.0,519.0,3.1484,224100.0,NEAR BAY +-122.25,37.83,35.0,1613.0,428.0,675.0,422.0,3.4722,243100.0,NEAR BAY +-122.25,37.83,52.0,1279.0,287.0,534.0,291.0,3.1429,231600.0,NEAR BAY +-122.25,37.83,28.0,5022.0,1750.0,2558.0,1661.0,2.4234,218500.0,NEAR BAY +-122.25,37.83,52.0,4190.0,1105.0,1786.0,1037.0,3.0897,234100.0,NEAR BAY +-122.23,37.84,50.0,2515.0,399.0,970.0,373.0,5.8596,327600.0,NEAR BAY +-122.23,37.84,47.0,3175.0,454.0,1098.0,485.0,5.2868,347600.0,NEAR BAY +-122.24,37.83,41.0,2576.0,406.0,794.0,376.0,5.956,366100.0,NEAR BAY +-122.24,37.85,37.0,334.0,54.0,98.0,47.0,4.9643,335000.0,NEAR BAY +-122.23,37.85,52.0,2800.0,411.0,1061.0,403.0,6.3434,373600.0,NEAR BAY +-122.24,37.84,52.0,3529.0,574.0,1177.0,555.0,5.1773,389500.0,NEAR BAY +-122.24,37.85,52.0,2612.0,365.0,901.0,367.0,7.2354,391100.0,NEAR BAY +-122.22,37.85,28.0,5287.0,1048.0,2031.0,956.0,5.457,337300.0,NEAR BAY +-122.22,37.84,50.0,2935.0,473.0,1031.0,479.0,7.5,295200.0,NEAR BAY +-122.21,37.84,44.0,3424.0,597.0,1358.0,597.0,6.0194,292300.0,NEAR BAY +-122.21,37.83,40.0,4991.0,674.0,1616.0,654.0,7.5544,411500.0,NEAR BAY +-122.2,37.84,30.0,2211.0,346.0,844.0,343.0,6.0666,311500.0,NEAR BAY +-122.21,37.84,34.0,3038.0,490.0,1140.0,496.0,7.0548,325900.0,NEAR BAY +-122.19,37.84,18.0,1617.0,210.0,533.0,194.0,11.6017,392600.0,NEAR BAY +-122.2,37.84,35.0,2865.0,460.0,1072.0,443.0,7.4882,319300.0,NEAR BAY +-122.21,37.83,34.0,5065.0,788.0,1627.0,766.0,6.8976,333300.0,NEAR BAY +-122.19,37.83,28.0,1326.0,184.0,463.0,190.0,8.2049,335200.0,NEAR BAY +-122.2,37.83,26.0,1589.0,223.0,542.0,211.0,8.401,351200.0,NEAR BAY +-122.19,37.83,29.0,1791.0,271.0,661.0,269.0,6.8538,368900.0,NEAR BAY +-122.19,37.82,32.0,1835.0,264.0,635.0,263.0,8.317,365900.0,NEAR BAY +-122.2,37.82,37.0,1229.0,181.0,420.0,176.0,7.0175,366700.0,NEAR BAY +-122.2,37.82,39.0,3770.0,534.0,1265.0,500.0,6.3302,362800.0,NEAR BAY +-122.18,37.81,30.0,292.0,38.0,126.0,52.0,6.3624,483300.0,NEAR BAY +-122.21,37.82,52.0,2375.0,333.0,813.0,350.0,7.0549,331400.0,NEAR BAY +-122.2,37.81,45.0,2964.0,436.0,1067.0,426.0,6.7851,323500.0,NEAR BAY +-122.21,37.8,50.0,2833.0,605.0,1260.0,552.0,2.8929,216700.0,NEAR BAY +-122.21,37.8,38.0,2254.0,535.0,951.0,487.0,3.0812,233100.0,NEAR BAY +-122.21,37.81,52.0,1389.0,212.0,510.0,224.0,5.2402,296400.0,NEAR BAY +-122.22,37.81,52.0,1971.0,335.0,765.0,308.0,6.5217,273700.0,NEAR BAY +-122.22,37.8,52.0,2183.0,465.0,1129.0,460.0,3.2632,227700.0,NEAR BAY +-122.22,37.8,52.0,2286.0,464.0,1073.0,441.0,3.0298,199600.0,NEAR BAY +-122.22,37.8,52.0,2721.0,541.0,1185.0,515.0,4.5428,239800.0,NEAR BAY +-122.22,37.81,52.0,2024.0,339.0,756.0,340.0,4.072,270100.0,NEAR BAY +-122.22,37.81,52.0,2944.0,536.0,1034.0,521.0,5.3509,302100.0,NEAR BAY +-122.23,37.8,52.0,2033.0,486.0,787.0,459.0,3.1603,269500.0,NEAR BAY +-122.23,37.81,52.0,1433.0,229.0,612.0,213.0,4.7708,314700.0,NEAR BAY +-122.22,37.81,52.0,2927.0,402.0,1021.0,380.0,8.1564,390100.0,NEAR BAY +-122.23,37.81,52.0,2315.0,292.0,861.0,258.0,8.8793,410300.0,NEAR BAY +-122.24,37.81,52.0,2485.0,313.0,953.0,327.0,6.8591,352400.0,NEAR BAY +-122.24,37.81,52.0,1490.0,238.0,634.0,256.0,6.0302,287300.0,NEAR BAY +-122.23,37.81,52.0,2814.0,365.0,878.0,352.0,7.508,348700.0,NEAR BAY +-122.24,37.81,52.0,2093.0,550.0,918.0,483.0,2.7477,243800.0,NEAR BAY +-122.24,37.8,52.0,888.0,168.0,360.0,175.0,2.1944,211500.0,NEAR BAY +-122.25,37.8,52.0,2087.0,510.0,1197.0,488.0,3.0149,218400.0,NEAR BAY +-122.24,37.81,52.0,2513.0,502.0,1048.0,518.0,3.675,269900.0,NEAR BAY +-122.25,37.81,46.0,3232.0,835.0,1373.0,747.0,3.225,218800.0,NEAR BAY +-122.25,37.8,42.0,4120.0,1065.0,1715.0,1015.0,2.9345,225000.0,NEAR BAY +-122.25,37.8,43.0,2364.0,792.0,1359.0,722.0,2.1429,250000.0,NEAR BAY +-122.25,37.8,41.0,1471.0,469.0,1062.0,413.0,1.6121,171400.0,NEAR BAY +-122.25,37.8,29.0,2468.0,864.0,1335.0,773.0,1.3929,193800.0,NEAR BAY +-122.24,37.79,27.0,1632.0,492.0,1171.0,429.0,2.3173,125000.0,NEAR BAY +-122.25,37.79,45.0,1786.0,526.0,1475.0,460.0,1.7772,97500.0,NEAR BAY +-122.25,37.79,50.0,629.0,188.0,742.0,196.0,2.6458,125000.0,NEAR BAY +-122.25,37.79,52.0,1339.0,391.0,1086.0,363.0,2.181,138800.0,NEAR BAY +-122.25,37.8,36.0,1678.0,606.0,1645.0,543.0,2.2303,116700.0,NEAR BAY +-122.25,37.8,43.0,2344.0,647.0,1710.0,644.0,1.6504,151800.0,NEAR BAY +-122.24,37.8,52.0,996.0,228.0,731.0,228.0,2.2697,127000.0,NEAR BAY +-122.24,37.8,52.0,1591.0,373.0,1118.0,347.0,2.1563,128600.0,NEAR BAY +-122.24,37.8,52.0,1586.0,398.0,1006.0,335.0,2.1348,140600.0,NEAR BAY +-122.24,37.8,47.0,2046.0,588.0,1213.0,554.0,2.6292,182700.0,NEAR BAY +-122.23,37.8,52.0,1192.0,289.0,772.0,257.0,2.3833,146900.0,NEAR BAY +-122.24,37.8,52.0,1803.0,420.0,1321.0,401.0,2.957,122800.0,NEAR BAY +-122.24,37.8,49.0,2838.0,749.0,1487.0,677.0,2.5238,169300.0,NEAR BAY +-122.23,37.8,52.0,783.0,184.0,488.0,186.0,1.9375,126600.0,NEAR BAY +-122.23,37.8,51.0,1590.0,414.0,949.0,392.0,1.9028,127900.0,NEAR BAY +-122.23,37.8,50.0,1746.0,480.0,1149.0,415.0,2.25,123500.0,NEAR BAY +-122.23,37.8,52.0,1252.0,299.0,844.0,280.0,2.3929,111900.0,NEAR BAY +-122.23,37.79,43.0,5963.0,1344.0,4367.0,1231.0,2.1917,112800.0,NEAR BAY +-122.23,37.79,52.0,1783.0,395.0,1659.0,412.0,2.9357,107900.0,NEAR BAY +-122.23,37.79,30.0,999.0,264.0,1011.0,263.0,1.8854,137500.0,NEAR BAY +-122.24,37.79,39.0,1469.0,431.0,1464.0,389.0,2.1638,105500.0,NEAR BAY +-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,95500.0,NEAR BAY +-122.24,37.79,52.0,674.0,180.0,647.0,168.0,3.375,116100.0,NEAR BAY +-122.24,37.79,43.0,1626.0,376.0,1284.0,357.0,2.2542,112200.0,NEAR BAY +-122.25,37.79,51.0,175.0,43.0,228.0,55.0,2.1,75000.0,NEAR BAY +-122.25,37.79,39.0,461.0,129.0,381.0,123.0,1.6,112500.0,NEAR BAY +-122.25,37.79,52.0,902.0,237.0,846.0,227.0,3.625,125000.0,NEAR BAY +-122.26,37.8,20.0,2373.0,779.0,1659.0,676.0,1.6929,115000.0,NEAR BAY +-122.22,37.77,52.0,391.0,128.0,520.0,138.0,1.6471,95000.0,NEAR BAY +-122.22,37.77,52.0,1137.0,301.0,866.0,259.0,2.59,96400.0,NEAR BAY +-122.23,37.77,52.0,769.0,206.0,612.0,183.0,2.57,72000.0,NEAR BAY +-122.23,37.78,52.0,472.0,146.0,415.0,126.0,2.6429,71300.0,NEAR BAY +-122.23,37.78,52.0,862.0,215.0,994.0,213.0,3.0257,80800.0,NEAR BAY +-122.22,37.78,50.0,1920.0,530.0,1525.0,477.0,1.4886,128800.0,NEAR BAY +-122.23,37.78,43.0,1420.0,472.0,1506.0,438.0,1.9338,112500.0,NEAR BAY +-122.23,37.78,52.0,986.0,258.0,1008.0,255.0,1.4844,119400.0,NEAR BAY +-122.23,37.78,44.0,2340.0,825.0,2813.0,751.0,1.6009,118100.0,NEAR BAY +-122.23,37.79,48.0,1696.0,396.0,1481.0,343.0,2.0375,122500.0,NEAR BAY +-122.23,37.79,49.0,1175.0,217.0,859.0,219.0,2.293,106300.0,NEAR BAY +-122.22,37.79,37.0,2343.0,574.0,1608.0,523.0,2.1494,132500.0,NEAR BAY +-122.23,37.79,30.0,610.0,145.0,425.0,140.0,1.6198,122700.0,NEAR BAY +-122.23,37.79,40.0,930.0,199.0,564.0,184.0,1.3281,113300.0,NEAR BAY +-122.22,37.79,44.0,1487.0,314.0,961.0,272.0,3.5156,109500.0,NEAR BAY +-122.22,37.79,52.0,3424.0,690.0,2273.0,685.0,3.9048,164700.0,NEAR BAY +-122.21,37.79,52.0,762.0,190.0,600.0,195.0,3.0893,125000.0,NEAR BAY +-122.22,37.79,46.0,2366.0,575.0,1647.0,527.0,2.6042,124700.0,NEAR BAY +-122.22,37.79,49.0,1826.0,450.0,1201.0,424.0,2.5,136700.0,NEAR BAY +-122.22,37.79,38.0,3049.0,711.0,2167.0,659.0,2.7969,141700.0,NEAR BAY +-122.2,37.79,29.0,1640.0,376.0,939.0,340.0,2.8321,150000.0,NEAR BAY +-122.21,37.79,47.0,1543.0,307.0,859.0,292.0,2.9583,138800.0,NEAR BAY +-122.21,37.79,34.0,2364.0,557.0,1517.0,516.0,2.8365,139200.0,NEAR BAY +-122.21,37.79,35.0,1745.0,409.0,1143.0,386.0,2.875,143800.0,NEAR BAY +-122.21,37.8,39.0,2003.0,500.0,1109.0,464.0,3.0682,156500.0,NEAR BAY +-122.21,37.8,39.0,2018.0,447.0,1221.0,446.0,3.0757,151000.0,NEAR BAY +-122.2,37.8,43.0,3045.0,499.0,1115.0,455.0,4.9559,273000.0,NEAR BAY +-122.2,37.8,52.0,1547.0,293.0,706.0,268.0,4.7721,217100.0,NEAR BAY +-122.21,37.8,52.0,3519.0,711.0,1883.0,706.0,3.4861,187100.0,NEAR BAY +-122.2,37.8,41.0,2070.0,354.0,804.0,340.0,5.1184,239600.0,NEAR BAY +-122.21,37.8,48.0,1321.0,263.0,506.0,252.0,4.0977,229700.0,NEAR BAY +-122.19,37.8,48.0,1694.0,259.0,610.0,238.0,4.744,257300.0,NEAR BAY +-122.19,37.8,46.0,1938.0,341.0,768.0,332.0,4.2727,246900.0,NEAR BAY +-122.19,37.79,50.0,968.0,195.0,462.0,184.0,2.9844,179900.0,NEAR BAY +-122.2,37.79,40.0,1060.0,256.0,667.0,235.0,4.1739,169600.0,NEAR BAY +-122.2,37.8,46.0,2041.0,405.0,1059.0,399.0,3.8487,203300.0,NEAR BAY +-122.19,37.8,52.0,1813.0,271.0,637.0,277.0,4.0114,263400.0,NEAR BAY +-122.19,37.79,45.0,2718.0,451.0,1106.0,454.0,4.6563,231800.0,NEAR BAY +-122.19,37.79,28.0,3144.0,761.0,1737.0,669.0,2.9297,140500.0,NEAR BAY +-122.2,37.79,35.0,1802.0,459.0,1009.0,390.0,2.3036,126000.0,NEAR BAY +-122.2,37.79,49.0,882.0,195.0,737.0,210.0,2.6667,122000.0,NEAR BAY +-122.2,37.79,44.0,1621.0,452.0,1354.0,491.0,2.619,134700.0,NEAR BAY +-122.21,37.79,45.0,2115.0,533.0,1530.0,474.0,2.4167,139400.0,NEAR BAY +-122.2,37.79,45.0,2021.0,528.0,1410.0,480.0,2.7788,115400.0,NEAR BAY +-122.21,37.78,46.0,2239.0,508.0,1390.0,569.0,2.7352,137300.0,NEAR BAY +-122.21,37.78,52.0,1477.0,300.0,1065.0,269.0,1.8472,137000.0,NEAR BAY +-122.21,37.78,52.0,1056.0,224.0,792.0,245.0,2.6583,142600.0,NEAR BAY +-122.21,37.78,49.0,898.0,244.0,779.0,245.0,3.0536,137500.0,NEAR BAY +-122.22,37.78,44.0,2968.0,710.0,2269.0,610.0,2.3906,111700.0,NEAR BAY +-122.21,37.78,43.0,1702.0,460.0,1227.0,407.0,1.7188,126800.0,NEAR BAY +-122.21,37.78,47.0,881.0,248.0,753.0,241.0,2.625,111300.0,NEAR BAY +-122.22,37.77,40.0,494.0,114.0,547.0,135.0,2.8015,114800.0,NEAR BAY +-122.22,37.78,50.0,1776.0,473.0,1807.0,440.0,1.7276,102300.0,NEAR BAY +-122.22,37.78,44.0,1678.0,514.0,1700.0,495.0,2.0801,131900.0,NEAR BAY +-122.22,37.78,51.0,1637.0,463.0,1543.0,393.0,2.489,119100.0,NEAR BAY +-122.21,37.76,52.0,1420.0,314.0,1085.0,300.0,1.7546,80600.0,NEAR BAY +-122.21,37.77,52.0,591.0,173.0,353.0,137.0,4.0904,80600.0,NEAR BAY +-122.21,37.77,52.0,745.0,153.0,473.0,149.0,2.6765,88800.0,NEAR BAY +-122.2,37.77,49.0,2272.0,498.0,1621.0,483.0,2.4338,102400.0,NEAR BAY +-122.21,37.77,46.0,1234.0,375.0,1183.0,354.0,2.3309,98700.0,NEAR BAY +-122.21,37.77,43.0,1017.0,328.0,836.0,277.0,2.2604,100000.0,NEAR BAY +-122.19,37.77,42.0,932.0,254.0,900.0,263.0,1.8039,92300.0,NEAR BAY +-122.2,37.77,39.0,2689.0,597.0,1888.0,537.0,2.2562,94800.0,NEAR BAY +-122.2,37.77,41.0,1547.0,415.0,1024.0,341.0,2.0562,102000.0,NEAR BAY +-122.2,37.78,52.0,2300.0,443.0,1225.0,423.0,3.5398,158400.0,NEAR BAY +-122.2,37.78,39.0,1752.0,399.0,1071.0,376.0,3.1167,121600.0,NEAR BAY +-122.2,37.78,50.0,1867.0,403.0,1128.0,378.0,2.5401,129100.0,NEAR BAY +-122.2,37.77,43.0,2430.0,502.0,1537.0,484.0,2.898,121400.0,NEAR BAY +-122.21,37.78,44.0,1729.0,414.0,1240.0,393.0,2.3125,102800.0,NEAR BAY +-122.19,37.78,52.0,1026.0,180.0,469.0,168.0,2.875,160000.0,NEAR BAY +-122.19,37.77,52.0,2170.0,428.0,1086.0,425.0,3.3715,143900.0,NEAR BAY +-122.19,37.77,52.0,2329.0,445.0,1144.0,417.0,3.5114,151200.0,NEAR BAY +-122.19,37.78,52.0,2492.0,415.0,1109.0,375.0,4.3125,164400.0,NEAR BAY +-122.19,37.78,52.0,2198.0,397.0,984.0,369.0,3.22,156500.0,NEAR BAY +-122.18,37.78,33.0,142.0,31.0,575.0,47.0,3.875,225000.0,NEAR BAY +-122.19,37.78,49.0,1183.0,205.0,496.0,209.0,5.2328,174200.0,NEAR BAY +-122.19,37.78,52.0,1070.0,193.0,555.0,190.0,3.7262,166900.0,NEAR BAY +-122.2,37.78,45.0,1766.0,332.0,869.0,327.0,4.5893,163500.0,NEAR BAY +-122.18,37.79,39.0,617.0,95.0,236.0,106.0,5.2578,253000.0,NEAR BAY +-122.18,37.79,41.0,1411.0,233.0,626.0,214.0,7.0875,240700.0,NEAR BAY +-122.18,37.79,46.0,2109.0,387.0,922.0,329.0,3.9712,208100.0,NEAR BAY +-122.19,37.79,47.0,1229.0,243.0,582.0,256.0,2.9514,198100.0,NEAR BAY +-122.19,37.79,50.0,954.0,217.0,546.0,201.0,2.6667,172800.0,NEAR BAY +-122.18,37.81,37.0,1643.0,262.0,620.0,266.0,5.4446,336700.0,NEAR BAY +-122.18,37.8,34.0,1355.0,195.0,442.0,195.0,6.2838,318200.0,NEAR BAY +-122.18,37.8,23.0,2317.0,336.0,955.0,328.0,6.7527,285800.0,NEAR BAY +-122.13,37.77,24.0,2459.0,317.0,916.0,324.0,7.0712,293000.0,NEAR BAY +-122.16,37.79,22.0,12842.0,2048.0,4985.0,1967.0,5.9849,371000.0,NEAR BAY +-122.17,37.78,42.0,1524.0,260.0,651.0,267.0,3.6875,157300.0,NEAR BAY +-122.17,37.77,30.0,3326.0,746.0,1704.0,703.0,2.875,135300.0,NEAR BAY +-122.18,37.78,43.0,1985.0,440.0,1085.0,407.0,3.4205,136700.0,NEAR BAY +-122.18,37.78,50.0,1642.0,322.0,713.0,284.0,3.2984,160700.0,NEAR BAY +-122.17,37.78,49.0,893.0,177.0,468.0,181.0,3.875,140600.0,NEAR BAY +-122.17,37.78,52.0,653.0,128.0,296.0,121.0,4.175,144000.0,NEAR BAY +-122.16,37.77,47.0,1256.0,,570.0,218.0,4.375,161900.0,NEAR BAY +-122.16,37.77,48.0,977.0,194.0,446.0,180.0,4.7708,156300.0,NEAR BAY +-122.16,37.77,45.0,2324.0,397.0,968.0,384.0,3.5739,176000.0,NEAR BAY +-122.16,37.77,39.0,1583.0,349.0,857.0,316.0,3.0958,145800.0,NEAR BAY +-122.17,37.77,39.0,1612.0,342.0,912.0,322.0,3.3958,141900.0,NEAR BAY +-122.17,37.77,31.0,2424.0,533.0,1360.0,452.0,1.871,90700.0,NEAR BAY +-122.17,37.76,41.0,1594.0,367.0,1074.0,355.0,1.9356,90600.0,NEAR BAY +-122.17,37.76,47.0,2118.0,413.0,965.0,382.0,2.1842,107900.0,NEAR BAY +-122.18,37.76,37.0,1575.0,358.0,933.0,320.0,2.2917,107000.0,NEAR BAY +-122.17,37.76,38.0,1764.0,397.0,987.0,354.0,2.4333,98200.0,NEAR BAY +-122.18,37.76,50.0,1187.0,261.0,907.0,246.0,1.9479,89500.0,NEAR BAY +-122.18,37.76,52.0,754.0,175.0,447.0,165.0,3.9063,93800.0,NEAR BAY +-122.18,37.76,49.0,2308.0,452.0,1299.0,451.0,1.8407,96700.0,NEAR BAY +-122.18,37.77,27.0,909.0,236.0,396.0,157.0,2.0786,97500.0,NEAR BAY +-122.18,37.77,42.0,1180.0,257.0,877.0,268.0,2.8125,97300.0,NEAR BAY +-122.18,37.76,43.0,2018.0,408.0,1111.0,367.0,1.8913,91200.0,NEAR BAY +-122.19,37.76,49.0,1368.0,282.0,790.0,269.0,1.7056,91400.0,NEAR BAY +-122.18,37.77,52.0,2744.0,547.0,1479.0,554.0,2.2768,96200.0,NEAR BAY +-122.18,37.77,51.0,2107.0,471.0,1173.0,438.0,3.2552,120100.0,NEAR BAY +-122.18,37.77,52.0,1748.0,362.0,1029.0,366.0,2.0556,100000.0,NEAR BAY +-122.19,37.76,52.0,2024.0,391.0,1030.0,350.0,2.4659,94700.0,NEAR BAY +-122.2,37.76,47.0,1116.0,259.0,826.0,279.0,1.75,85700.0,NEAR BAY +-122.19,37.77,41.0,2036.0,510.0,1412.0,454.0,2.0469,89300.0,NEAR BAY +-122.19,37.77,45.0,1852.0,393.0,1132.0,349.0,2.7159,101400.0,NEAR BAY +-122.19,37.76,41.0,921.0,207.0,522.0,159.0,1.2083,72500.0,NEAR BAY +-122.19,37.76,45.0,995.0,238.0,630.0,237.0,1.925,74100.0,NEAR BAY +-122.2,37.75,36.0,606.0,132.0,531.0,133.0,1.5809,70000.0,NEAR BAY +-122.2,37.76,37.0,2680.0,736.0,1925.0,667.0,1.4097,84600.0,NEAR BAY +-122.19,37.76,38.0,1493.0,370.0,1144.0,351.0,0.7683,81800.0,NEAR BAY +-122.19,37.75,19.0,2207.0,565.0,1481.0,520.0,1.3194,81400.0,NEAR BAY +-122.19,37.75,28.0,856.0,189.0,435.0,162.0,0.8012,81800.0,NEAR BAY +-122.19,37.76,26.0,1293.0,297.0,984.0,303.0,1.9479,85800.0,NEAR BAY +-122.19,37.74,36.0,847.0,212.0,567.0,159.0,1.1765,87100.0,NEAR BAY +-122.18,37.74,42.0,541.0,154.0,380.0,123.0,2.3456,83500.0,NEAR BAY +-122.19,37.73,44.0,1066.0,253.0,825.0,244.0,2.1538,79700.0,NEAR BAY +-122.19,37.74,43.0,707.0,147.0,417.0,155.0,2.5139,83400.0,NEAR BAY +-122.19,37.73,45.0,1528.0,291.0,801.0,287.0,1.2625,84700.0,NEAR BAY +-122.18,37.73,42.0,909.0,215.0,646.0,198.0,2.9063,80000.0,NEAR BAY +-122.18,37.73,43.0,1391.0,293.0,855.0,285.0,2.5192,76400.0,NEAR BAY +-122.18,37.73,44.0,548.0,119.0,435.0,136.0,2.1111,79700.0,NEAR BAY +-122.18,37.73,42.0,4074.0,874.0,2736.0,780.0,2.455,82400.0,NEAR BAY +-122.17,37.74,41.0,1613.0,445.0,1481.0,414.0,2.4028,97700.0,NEAR BAY +-122.17,37.74,47.0,463.0,134.0,327.0,137.0,2.15,97200.0,NEAR BAY +-122.17,37.74,43.0,818.0,193.0,494.0,179.0,2.4776,101600.0,NEAR BAY +-122.17,37.73,43.0,1473.0,371.0,1231.0,341.0,2.1587,86500.0,NEAR BAY +-122.18,37.74,35.0,504.0,126.0,323.0,109.0,1.8438,90500.0,NEAR BAY +-122.17,37.74,46.0,1026.0,226.0,749.0,225.0,3.0298,107600.0,NEAR BAY +-122.17,37.74,46.0,769.0,183.0,693.0,178.0,2.25,84200.0,NEAR BAY +-122.18,37.74,46.0,2103.0,391.0,1339.0,354.0,2.2467,88900.0,NEAR BAY +-122.18,37.75,45.0,330.0,76.0,282.0,80.0,4.0469,80700.0,NEAR BAY +-122.18,37.75,46.0,941.0,218.0,621.0,195.0,1.325,87100.0,NEAR BAY +-122.17,37.75,38.0,992.0,,732.0,259.0,1.6196,85100.0,NEAR BAY +-122.18,37.75,45.0,990.0,261.0,901.0,260.0,2.1731,82000.0,NEAR BAY +-122.19,37.75,36.0,1126.0,263.0,482.0,150.0,1.9167,82800.0,NEAR BAY +-122.18,37.75,43.0,1036.0,233.0,652.0,213.0,2.069,84600.0,NEAR BAY +-122.18,37.75,36.0,1047.0,214.0,651.0,166.0,1.712,82100.0,NEAR BAY +-122.17,37.76,33.0,1280.0,307.0,999.0,286.0,2.5625,89300.0,NEAR BAY +-122.17,37.75,43.0,1587.0,320.0,907.0,306.0,1.9821,98300.0,NEAR BAY +-122.17,37.75,41.0,1257.0,271.0,828.0,230.0,2.5043,92300.0,NEAR BAY +-122.17,37.75,44.0,1218.0,248.0,763.0,254.0,2.3281,88800.0,NEAR BAY +-122.17,37.75,48.0,1751.0,390.0,935.0,349.0,1.4375,90000.0,NEAR BAY +-122.16,37.76,45.0,2299.0,514.0,1437.0,484.0,2.5122,95500.0,NEAR BAY +-122.16,37.75,38.0,2457.0,624.0,1516.0,482.0,1.5625,91700.0,NEAR BAY +-122.17,37.75,47.0,998.0,211.0,597.0,185.0,3.1587,100400.0,NEAR BAY +-122.17,37.76,40.0,1685.0,343.0,949.0,342.0,1.8426,94800.0,NEAR BAY +-122.16,37.76,46.0,1827.0,307.0,881.0,302.0,4.6696,164300.0,NEAR BAY +-122.16,37.76,36.0,2781.0,574.0,1438.0,519.0,2.4598,155500.0,NEAR BAY +-122.15,37.76,39.0,1823.0,286.0,763.0,270.0,6.0749,196900.0,NEAR BAY +-122.14,37.77,27.0,2229.0,365.0,1297.0,355.0,4.8304,279100.0,NEAR BAY +-122.14,37.76,34.0,1513.0,231.0,545.0,211.0,5.5701,252800.0,NEAR BAY +-122.13,37.76,26.0,3266.0,491.0,1222.0,533.0,5.37,275400.0,NEAR BAY +-122.12,37.75,33.0,1809.0,261.0,808.0,219.0,6.86,250000.0,NEAR BAY +-122.12,37.75,28.0,794.0,111.0,329.0,109.0,7.6923,329800.0,NEAR BAY +-122.14,37.75,36.0,690.0,105.0,299.0,109.0,4.0313,195500.0,NEAR BAY +-122.14,37.75,33.0,1334.0,200.0,579.0,202.0,6.8323,255900.0,NEAR BAY +-122.13,37.75,30.0,414.0,54.0,137.0,50.0,4.975,311100.0,NEAR BAY +-122.13,37.75,36.0,768.0,93.0,229.0,93.0,5.3602,330000.0,NEAR BAY +-122.13,37.74,41.0,4400.0,666.0,1476.0,648.0,5.0,248900.0,NEAR BAY +-122.16,37.75,46.0,954.0,161.0,429.0,154.0,2.925,142900.0,NEAR BAY +-122.15,37.75,40.0,1445.0,256.0,849.0,255.0,3.8913,126300.0,NEAR BAY +-122.15,37.75,44.0,1938.0,399.0,946.0,331.0,3.225,135800.0,NEAR BAY +-122.15,37.74,41.0,856.0,178.0,571.0,191.0,3.1458,130600.0,NEAR BAY +-122.16,37.75,24.0,1790.0,454.0,1137.0,386.0,2.537,107900.0,NEAR BAY +-122.16,37.75,44.0,617.0,131.0,378.0,135.0,2.5568,111100.0,NEAR BAY +-122.15,37.74,43.0,1383.0,275.0,853.0,272.0,3.5083,122000.0,NEAR BAY +-122.15,37.74,49.0,1325.0,277.0,764.0,282.0,3.3125,118000.0,NEAR BAY +-122.16,37.75,40.0,1227.0,294.0,928.0,261.0,1.8235,95200.0,NEAR BAY +-122.16,37.75,35.0,667.0,140.0,406.0,133.0,3.8047,94300.0,NEAR BAY +-122.17,37.74,34.0,1223.0,281.0,824.0,280.0,2.2917,92500.0,NEAR BAY +-122.17,37.75,37.0,1379.0,287.0,835.0,259.0,2.4962,91800.0,NEAR BAY +-122.16,37.74,43.0,1534.0,300.0,826.0,295.0,4.0417,109400.0,NEAR BAY +-122.16,37.74,46.0,1029.0,181.0,567.0,211.0,3.4844,129500.0,NEAR BAY +-122.16,37.74,52.0,771.0,147.0,355.0,144.0,4.1458,143400.0,NEAR BAY +-122.16,37.74,47.0,824.0,223.0,533.0,166.0,2.625,98200.0,NEAR BAY +-122.16,37.74,44.0,1097.0,239.0,609.0,215.0,2.0227,103100.0,NEAR BAY +-122.29,37.9,49.0,1283.0,238.0,576.0,236.0,3.3333,276800.0,NEAR BAY +-122.29,37.9,52.0,1604.0,263.0,594.0,286.0,5.338,270900.0,NEAR BAY +-122.29,37.89,52.0,2248.0,422.0,870.0,377.0,3.4732,246200.0,NEAR BAY +-122.3,37.9,38.0,2263.0,522.0,1027.0,509.0,3.5125,224200.0,NEAR BAY +-122.29,37.89,52.0,1571.0,349.0,693.0,326.0,3.1375,229100.0,NEAR BAY +-122.3,37.89,46.0,1520.0,402.0,815.0,375.0,2.8036,211600.0,NEAR BAY +-122.3,37.9,15.0,5083.0,1212.0,2420.0,1146.0,4.5824,256100.0,NEAR BAY +-122.3,37.89,36.0,1077.0,293.0,518.0,276.0,3.0208,206300.0,NEAR BAY +-122.3,37.89,52.0,1248.0,283.0,620.0,275.0,4.0875,221300.0,NEAR BAY +-122.33,37.89,42.0,1342.0,291.0,551.0,266.0,4.5268,207400.0,NEAR BAY +-122.34,37.88,37.0,3061.0,930.0,2556.0,924.0,1.7375,350000.0,NEAR BAY +-122.29,37.89,52.0,3171.0,698.0,1498.0,696.0,3.1795,218200.0,NEAR BAY +-122.29,37.88,50.0,1211.0,261.0,523.0,227.0,3.8672,216700.0,NEAR BAY +-122.29,37.89,52.0,979.0,175.0,374.0,153.0,5.1675,270600.0,NEAR BAY +-122.29,37.89,52.0,2269.0,380.0,1004.0,371.0,5.1696,261400.0,NEAR BAY +-122.28,37.88,52.0,1844.0,332.0,769.0,334.0,4.2614,261300.0,NEAR BAY +-122.29,37.89,52.0,2178.0,421.0,940.0,423.0,5.0551,232200.0,NEAR BAY +-122.27,37.9,42.0,1650.0,274.0,645.0,256.0,5.6228,375400.0,NEAR BAY +-122.26,37.9,52.0,1927.0,279.0,705.0,288.0,7.8864,357300.0,NEAR BAY +-122.27,37.9,52.0,2079.0,273.0,684.0,275.0,7.9556,374400.0,NEAR BAY +-122.27,37.9,52.0,1803.0,240.0,572.0,236.0,6.174,358800.0,NEAR BAY +-122.27,37.9,52.0,2041.0,270.0,671.0,253.0,6.9414,417500.0,NEAR BAY +-122.27,37.89,52.0,3046.0,373.0,975.0,365.0,8.8342,430500.0,NEAR BAY +-122.28,37.9,52.0,2318.0,328.0,779.0,312.0,7.1754,362900.0,NEAR BAY +-122.28,37.9,52.0,2003.0,250.0,658.0,244.0,10.0825,397000.0,NEAR BAY +-122.28,37.9,52.0,2261.0,328.0,819.0,335.0,4.9083,346800.0,NEAR BAY +-122.28,37.89,52.0,1225.0,169.0,412.0,168.0,5.7912,327100.0,NEAR BAY +-122.28,37.89,52.0,2315.0,408.0,835.0,369.0,4.5893,290100.0,NEAR BAY +-122.28,37.89,52.0,2070.0,329.0,722.0,306.0,5.4171,292000.0,NEAR BAY +-122.28,37.89,52.0,2616.0,473.0,1085.0,487.0,4.125,270900.0,NEAR BAY +-122.27,37.89,52.0,2640.0,366.0,973.0,355.0,7.266,371100.0,NEAR BAY +-122.27,37.89,52.0,1978.0,293.0,723.0,272.0,5.3989,335600.0,NEAR BAY +-122.26,37.9,37.0,2220.0,335.0,903.0,362.0,7.8336,371300.0,NEAR BAY +-122.25,37.89,41.0,1125.0,195.0,356.0,181.0,6.1593,344000.0,NEAR BAY +-122.26,37.89,52.0,3078.0,494.0,1005.0,462.0,6.381,342200.0,NEAR BAY +-122.26,37.89,52.0,3706.0,531.0,1205.0,504.0,6.6828,370900.0,NEAR BAY +-122.25,37.89,37.0,3000.0,457.0,987.0,450.0,7.5385,350000.0,NEAR BAY +-122.25,37.89,42.0,2863.0,460.0,1031.0,448.0,6.7138,368600.0,NEAR BAY +-122.26,37.88,52.0,2551.0,417.0,894.0,404.0,6.2425,391800.0,NEAR BAY +-122.26,37.88,52.0,2255.0,410.0,823.0,377.0,5.7979,415300.0,NEAR BAY +-122.27,37.88,52.0,3360.0,648.0,1232.0,621.0,4.2813,284900.0,NEAR BAY +-122.27,37.88,52.0,1693.0,391.0,669.0,367.0,3.5417,287500.0,NEAR BAY +-122.27,37.88,44.0,2252.0,592.0,989.0,550.0,3.0132,272900.0,NEAR BAY +-122.28,37.88,52.0,2495.0,491.0,1058.0,464.0,4.1429,259600.0,NEAR BAY +-122.28,37.88,52.0,1193.0,200.0,506.0,207.0,4.1912,254500.0,NEAR BAY +-122.28,37.88,52.0,1172.0,215.0,489.0,218.0,3.9167,235600.0,NEAR BAY +-122.29,37.88,52.0,2159.0,424.0,824.0,388.0,3.8897,218400.0,NEAR BAY +-122.29,37.88,48.0,2365.0,490.0,1034.0,475.0,3.1065,229200.0,NEAR BAY +-122.29,37.88,46.0,1895.0,442.0,920.0,425.0,2.9926,192100.0,NEAR BAY +-122.29,37.88,52.0,1650.0,395.0,841.0,380.0,3.556,179300.0,NEAR BAY +-122.3,37.88,45.0,453.0,146.0,749.0,137.0,1.475,187500.0,NEAR BAY +-122.3,37.88,52.0,409.0,97.0,208.0,98.0,1.6971,138800.0,NEAR BAY +-122.3,37.87,10.0,503.0,118.0,228.0,100.0,2.1705,150000.0,NEAR BAY +-122.3,37.86,50.0,499.0,127.0,287.0,128.0,2.75,140600.0,NEAR BAY +-122.29,37.85,52.0,477.0,119.0,218.0,106.0,2.5682,120000.0,NEAR BAY +-122.3,37.88,46.0,1647.0,376.0,854.0,355.0,2.9,144800.0,NEAR BAY +-122.3,37.87,52.0,3123.0,749.0,1695.0,684.0,2.2208,144800.0,NEAR BAY +-122.28,37.88,52.0,957.0,188.0,403.0,172.0,3.2344,245500.0,NEAR BAY +-122.28,37.87,52.0,589.0,132.0,288.0,131.0,3.5156,200000.0,NEAR BAY +-122.28,37.87,49.0,2026.0,548.0,963.0,521.0,1.9805,173700.0,NEAR BAY +-122.29,37.87,50.0,1829.0,536.0,1129.0,516.0,2.6684,185600.0,NEAR BAY +-122.29,37.87,52.0,895.0,198.0,386.0,204.0,3.875,182600.0,NEAR BAY +-122.28,37.88,52.0,1909.0,416.0,811.0,406.0,3.006,227900.0,NEAR BAY +-122.28,37.87,46.0,3022.0,696.0,1293.0,675.0,2.543,220700.0,NEAR BAY +-122.28,37.87,46.0,1777.0,446.0,805.0,431.0,2.8676,212000.0,NEAR BAY +-122.27,37.88,52.0,2803.0,930.0,1372.0,876.0,2.1907,271400.0,NEAR BAY +-122.27,37.87,30.0,1465.0,439.0,862.0,425.0,1.7778,268800.0,NEAR BAY +-122.27,37.88,37.0,2619.0,682.0,1152.0,616.0,2.52,277800.0,NEAR BAY +-122.26,37.88,52.0,1149.0,255.0,483.0,249.0,4.2788,332500.0,NEAR BAY +-122.26,37.88,52.0,2363.0,604.0,1558.0,573.0,2.944,338900.0,NEAR BAY +-122.26,37.88,52.0,2604.0,837.0,1798.0,769.0,1.725,287500.0,NEAR BAY +-122.25,37.87,41.0,685.0,141.0,266.0,123.0,5.2289,384600.0,NEAR BAY +-122.25,37.87,42.0,1756.0,465.0,2184.0,422.0,2.5562,371400.0,NEAR BAY +-122.25,37.87,52.0,1204.0,460.0,2016.0,477.0,0.949,350000.0,NEAR BAY +-122.25,37.87,52.0,609.0,236.0,1349.0,250.0,1.1696,500001.0,NEAR BAY +-122.26,37.87,52.0,1087.0,371.0,3337.0,350.0,1.4012,175000.0,NEAR BAY +-122.26,37.87,52.0,2773.0,998.0,1721.0,949.0,1.1859,241700.0,NEAR BAY +-122.27,37.87,35.0,3218.0,1108.0,1675.0,1000.0,1.7464,216700.0,NEAR BAY +-122.27,37.87,49.0,1350.0,368.0,707.0,350.0,2.8846,211300.0,NEAR BAY +-122.27,37.87,52.0,3084.0,698.0,1424.0,694.0,2.7372,210200.0,NEAR BAY +-122.28,37.86,52.0,938.0,195.0,393.0,189.0,3.8594,196400.0,NEAR BAY +-122.28,37.87,52.0,1813.0,353.0,828.0,339.0,3.5625,191700.0,NEAR BAY +-122.28,37.87,52.0,1233.0,300.0,571.0,292.0,2.2788,182300.0,NEAR BAY +-122.29,37.87,44.0,2539.0,755.0,1382.0,713.0,2.537,175000.0,NEAR BAY +-122.29,37.87,46.0,1267.0,324.0,792.0,321.0,2.525,165900.0,NEAR BAY +-122.29,37.86,52.0,1665.0,404.0,815.0,372.0,1.9946,156900.0,NEAR BAY +-122.28,37.86,52.0,1659.0,367.0,788.0,346.0,2.8214,164300.0,NEAR BAY +-122.29,37.87,52.0,2225.0,460.0,1145.0,430.0,2.6165,150000.0,NEAR BAY +-122.29,37.86,50.0,2485.0,607.0,1354.0,563.0,1.9483,150500.0,NEAR BAY +-122.28,37.86,52.0,2031.0,450.0,958.0,445.0,1.9327,169900.0,NEAR BAY +-122.28,37.86,49.0,2932.0,668.0,1361.0,608.0,1.9798,147400.0,NEAR BAY +-122.28,37.85,52.0,2246.0,472.0,1005.0,449.0,2.4167,152700.0,NEAR BAY +-122.27,37.86,49.0,2052.0,435.0,924.0,414.0,2.5417,182700.0,NEAR BAY +-122.28,37.86,52.0,1999.0,417.0,780.0,358.0,3.3906,179300.0,NEAR BAY +-122.28,37.86,52.0,3007.0,691.0,1582.0,636.0,2.5652,157700.0,NEAR BAY +-122.28,37.86,41.0,2214.0,550.0,1213.0,568.0,2.2845,153100.0,NEAR BAY +-122.27,37.86,52.0,1088.0,305.0,486.0,267.0,2.6071,250000.0,NEAR BAY +-122.27,37.86,52.0,834.0,186.0,494.0,175.0,3.15,206300.0,NEAR BAY +-122.27,37.86,52.0,1769.0,372.0,849.0,365.0,2.6914,218800.0,NEAR BAY +-122.27,37.86,52.0,2307.0,583.0,1127.0,548.0,1.8447,198200.0,NEAR BAY +-122.26,37.86,35.0,5161.0,1744.0,3276.0,1742.0,1.6307,253600.0,NEAR BAY +-122.26,37.86,52.0,3497.0,832.0,1493.0,794.0,2.9044,257400.0,NEAR BAY +-122.26,37.86,52.0,3774.0,744.0,1461.0,679.0,2.9405,289500.0,NEAR BAY +-122.26,37.86,52.0,2888.0,604.0,1253.0,538.0,3.3893,241700.0,NEAR BAY +-122.25,37.86,48.0,2153.0,517.0,1656.0,459.0,3.0417,489600.0,NEAR BAY +-122.25,37.86,52.0,1389.0,191.0,514.0,202.0,7.0897,446200.0,NEAR BAY +-122.25,37.86,52.0,1709.0,318.0,719.0,295.0,5.0463,456300.0,NEAR BAY +-122.25,37.86,52.0,1587.0,444.0,878.0,449.0,1.7652,336800.0,NEAR BAY +-122.24,37.86,52.0,1668.0,225.0,517.0,214.0,7.8521,500001.0,NEAR BAY +-122.24,37.85,52.0,3726.0,474.0,1366.0,496.0,9.3959,500001.0,NEAR BAY +-122.25,37.86,52.0,4048.0,663.0,1316.0,590.0,5.3794,376900.0,NEAR BAY +-122.26,37.85,52.0,3618.0,768.0,1508.0,755.0,3.2619,309600.0,NEAR BAY +-122.27,37.85,52.0,4076.0,920.0,1800.0,815.0,2.7054,182300.0,NEAR BAY +-122.27,37.85,47.0,2077.0,400.0,719.0,326.0,2.2431,172700.0,NEAR BAY +-122.27,37.85,50.0,1279.0,300.0,675.0,255.0,1.9028,150800.0,NEAR BAY +-122.27,37.85,52.0,1974.0,426.0,875.0,363.0,1.5817,153600.0,NEAR BAY +-122.27,37.85,52.0,335.0,83.0,152.0,77.0,2.2841,106300.0,NEAR BAY +-122.27,37.85,47.0,1375.0,307.0,843.0,319.0,1.3785,142300.0,NEAR BAY +-122.28,37.85,52.0,610.0,145.0,281.0,132.0,2.9018,119400.0,NEAR BAY +-122.28,37.85,44.0,1025.0,198.0,506.0,204.0,1.73,147900.0,NEAR BAY +-122.28,37.85,48.0,2063.0,484.0,1054.0,466.0,2.2625,132900.0,NEAR BAY +-122.29,37.84,35.0,1872.0,419.0,1017.0,414.0,2.2106,132500.0,NEAR BAY +-122.28,37.83,52.0,3108.0,813.0,1623.0,765.0,2.6997,126900.0,NEAR BAY +-122.3,37.84,14.0,7355.0,2408.0,3100.0,2051.0,4.0018,143800.0,NEAR BAY +-122.23,37.83,52.0,2990.0,379.0,947.0,361.0,7.8772,500001.0,NEAR BAY +-122.22,37.82,39.0,2492.0,310.0,808.0,315.0,11.8603,500001.0,NEAR BAY +-122.22,37.82,42.0,2991.0,335.0,1018.0,335.0,13.499,500001.0,NEAR BAY +-122.23,37.82,52.0,3242.0,366.0,1001.0,352.0,12.2138,500001.0,NEAR BAY +-122.23,37.82,52.0,3051.0,381.0,1005.0,369.0,8.1872,466100.0,NEAR BAY +-122.23,37.82,52.0,3494.0,396.0,1192.0,383.0,12.3804,500001.0,NEAR BAY +-122.24,37.83,52.0,1757.0,246.0,585.0,227.0,5.8948,457800.0,NEAR BAY +-122.24,37.83,52.0,2449.0,312.0,916.0,316.0,8.1194,471600.0,NEAR BAY +-122.23,37.82,52.0,1611.0,203.0,556.0,179.0,8.7477,500001.0,NEAR BAY +-122.24,37.82,52.0,3665.0,517.0,1470.0,520.0,6.155,398600.0,NEAR BAY +-122.25,37.82,52.0,2474.0,403.0,1104.0,398.0,5.883,340700.0,NEAR BAY +-122.23,37.76,52.0,3037.0,516.0,1242.0,518.0,5.2128,289900.0,NEAR BAY +-122.23,37.76,52.0,2269.0,323.0,805.0,321.0,4.7188,335300.0,NEAR BAY +-122.23,37.76,52.0,1316.0,177.0,378.0,162.0,5.2915,333000.0,NEAR BAY +-122.24,37.77,52.0,1153.0,235.0,481.0,223.0,2.6411,241000.0,NEAR BAY +-122.23,37.77,52.0,772.0,179.0,409.0,160.0,3.3214,189600.0,NEAR BAY +-122.24,37.77,52.0,1711.0,386.0,885.0,373.0,3.6417,206300.0,NEAR BAY +-122.25,37.77,52.0,2650.0,566.0,1468.0,567.0,3.0161,215700.0,NEAR BAY +-122.25,37.77,52.0,1038.0,220.0,482.0,215.0,3.1771,210200.0,NEAR BAY +-122.25,37.77,52.0,1527.0,320.0,825.0,264.0,3.4531,208800.0,NEAR BAY +-122.25,37.77,52.0,859.0,157.0,429.0,158.0,4.3098,197900.0,NEAR BAY +-122.26,37.78,52.0,970.0,217.0,528.0,208.0,3.3438,201300.0,NEAR BAY +-122.26,37.78,52.0,1045.0,239.0,496.0,216.0,2.9213,190800.0,NEAR BAY +-122.27,37.78,52.0,1408.0,280.0,718.0,265.0,2.6806,207900.0,NEAR BAY +-122.27,37.78,52.0,1222.0,264.0,630.0,265.0,3.7708,215300.0,NEAR BAY +-122.27,37.78,45.0,1169.0,263.0,723.0,286.0,3.9444,212900.0,NEAR BAY +-122.27,37.78,13.0,2020.0,535.0,959.0,486.0,5.2601,292700.0,NEAR BAY +-122.28,37.79,30.0,4145.0,869.0,3668.0,855.0,2.5444,275000.0,NEAR BAY +-122.3,37.77,42.0,2038.0,368.0,2037.0,355.0,2.6447,200000.0,NEAR BAY +-122.28,37.78,29.0,5154.0,,3741.0,1273.0,2.5762,173400.0,NEAR BAY +-122.29,37.78,42.0,1241.0,309.0,821.0,300.0,1.9427,102200.0,NEAR BAY +-122.28,37.77,52.0,1468.0,363.0,870.0,347.0,2.9688,220800.0,NEAR BAY +-122.28,37.77,27.0,3997.0,1073.0,1901.0,966.0,3.75,242800.0,NEAR BAY +-122.29,37.76,18.0,2873.0,763.0,1243.0,663.0,5.1702,265400.0,NEAR BAY +-122.28,37.78,50.0,1487.0,306.0,730.0,327.0,2.5139,219000.0,NEAR BAY +-122.26,37.77,52.0,1670.0,350.0,793.0,299.0,2.9732,282100.0,NEAR BAY +-122.27,37.77,52.0,2252.0,388.0,1033.0,434.0,5.5337,372000.0,NEAR BAY +-122.27,37.77,52.0,1731.0,377.0,872.0,363.0,4.1667,225800.0,NEAR BAY +-122.27,37.77,52.0,1710.0,481.0,849.0,457.0,2.7115,220800.0,NEAR BAY +-122.27,37.77,52.0,2388.0,559.0,1121.0,518.0,3.3269,234500.0,NEAR BAY +-122.25,37.77,52.0,2156.0,458.0,872.0,445.0,3.2685,254200.0,NEAR BAY +-122.26,37.77,52.0,1565.0,315.0,637.0,297.0,4.7778,351800.0,NEAR BAY +-122.26,37.77,52.0,1704.0,371.0,663.0,340.0,4.226,275000.0,NEAR BAY +-122.26,37.77,52.0,1210.0,168.0,411.0,172.0,3.3571,405400.0,NEAR BAY +-122.26,37.77,52.0,2097.0,444.0,915.0,413.0,2.9899,228100.0,NEAR BAY +-122.26,37.77,52.0,1848.0,479.0,921.0,477.0,2.875,234000.0,NEAR BAY +-122.24,37.77,43.0,955.0,284.0,585.0,266.0,2.3882,162500.0,NEAR BAY +-122.25,37.77,43.0,4329.0,1110.0,2086.0,1053.0,2.975,243400.0,NEAR BAY +-122.23,37.76,52.0,3011.0,542.0,1303.0,535.0,5.1039,273800.0,NEAR BAY +-122.23,37.76,52.0,1049.0,185.0,374.0,176.0,4.1458,248500.0,NEAR BAY +-122.24,37.76,52.0,2504.0,516.0,979.0,472.0,3.4762,244000.0,NEAR BAY +-122.24,37.76,52.0,1846.0,471.0,827.0,446.0,2.6833,240900.0,NEAR BAY +-122.23,37.76,52.0,1705.0,246.0,658.0,253.0,5.75,306300.0,NEAR BAY +-122.23,37.75,50.0,1542.0,289.0,654.0,268.0,3.9632,240000.0,NEAR BAY +-122.24,37.75,45.0,891.0,,384.0,146.0,4.9489,247100.0,NEAR BAY +-122.24,37.75,27.0,4051.0,753.0,1499.0,797.0,4.8711,286600.0,NEAR BAY +-122.24,37.76,52.0,2646.0,581.0,1128.0,522.0,3.0718,266700.0,NEAR BAY +-122.24,37.76,49.0,2428.0,525.0,1110.0,492.0,3.6719,229800.0,NEAR BAY +-122.24,37.76,52.0,2567.0,436.0,1119.0,415.0,4.6094,229300.0,NEAR BAY +-122.24,37.73,21.0,7031.0,1249.0,2930.0,1235.0,4.5213,228400.0,NEAR BAY +-122.25,37.74,25.0,1914.0,365.0,897.0,390.0,4.4562,206200.0,NEAR BAY +-122.24,37.72,5.0,18634.0,2885.0,7427.0,2718.0,7.611,350700.0,NEAR BAY +-122.27,37.73,31.0,5785.0,1379.0,2973.0,1312.0,3.2689,231000.0,NEAR BAY +-122.25,37.76,52.0,2876.0,648.0,1340.0,632.0,3.567,252900.0,NEAR BAY +-122.27,37.74,28.0,6909.0,1554.0,2974.0,1484.0,3.6875,353900.0,NEAR BAY +-122.27,37.77,23.0,5679.0,1270.0,2690.0,1151.0,4.7695,291700.0,NEAR BAY +-122.28,37.75,20.0,1156.0,365.0,583.0,326.0,3.1972,100000.0,NEAR BAY +-122.06,37.77,12.0,14316.0,2045.0,5781.0,2007.0,7.2634,341600.0,NEAR BAY +-122.06,37.73,5.0,3596.0,467.0,1738.0,512.0,7.0568,412500.0,NEAR BAY +-122.06,37.71,36.0,3541.0,570.0,1478.0,529.0,4.635,248600.0,NEAR BAY +-122.07,37.71,40.0,1808.0,302.0,746.0,270.0,5.3015,254900.0,NEAR BAY +-122.07,37.71,36.0,2879.0,480.0,1235.0,455.0,4.9801,241500.0,NEAR BAY +-122.07,37.72,26.0,3204.0,477.0,1411.0,484.0,5.4834,295200.0,NEAR BAY +-122.08,37.72,31.0,3866.0,531.0,1368.0,521.0,6.187,340400.0,NEAR BAY +-122.08,37.72,32.0,2476.0,368.0,1048.0,367.0,5.6194,274700.0,NEAR BAY +-122.08,37.71,35.0,2211.0,350.0,1004.0,365.0,5.4639,238600.0,NEAR BAY +-122.09,37.71,35.0,2663.0,387.0,1086.0,367.0,5.1498,266400.0,NEAR BAY +-122.1,37.72,30.0,2599.0,366.0,922.0,350.0,5.8382,330200.0,NEAR BAY +-122.11,37.71,36.0,4569.0,824.0,1950.0,819.0,4.65,206800.0,NEAR BAY +-122.1,37.7,25.0,2973.0,622.0,1413.0,595.0,4.3819,209200.0,NEAR BAY +-122.1,37.69,30.0,3115.0,625.0,1444.0,568.0,3.7222,195800.0,NEAR BAY +-122.09,37.71,31.0,1843.0,282.0,749.0,269.0,5.2855,253500.0,NEAR BAY +-122.09,37.7,31.0,2053.0,336.0,867.0,329.0,4.3375,241800.0,NEAR BAY +-122.1,37.71,27.0,6740.0,1073.0,2723.0,1035.0,5.2131,252500.0,NEAR BAY +-122.09,37.7,30.0,1751.0,269.0,731.0,263.0,6.005,263900.0,NEAR BAY +-122.08,37.71,38.0,1663.0,295.0,781.0,301.0,5.0519,227000.0,NEAR BAY +-122.08,37.71,38.0,3716.0,657.0,1784.0,652.0,4.8237,220900.0,NEAR BAY +-122.08,37.7,32.0,2718.0,447.0,1156.0,410.0,5.2497,259300.0,NEAR BAY +-122.07,37.7,39.0,1420.0,272.0,645.0,277.0,4.125,232500.0,NEAR BAY +-122.06,37.7,37.0,1893.0,310.0,821.0,315.0,4.6005,231600.0,NEAR BAY +-122.06,37.7,33.0,3906.0,790.0,1912.0,770.0,3.5187,209400.0,NEAR BAY +-122.07,37.7,32.0,3400.0,736.0,1487.0,694.0,3.0,223200.0,NEAR BAY +-122.08,37.7,25.0,3402.0,758.0,1645.0,710.0,3.4934,209900.0,NEAR BAY +-122.09,37.7,33.0,4413.0,1107.0,2239.0,1051.0,2.9861,208200.0,NEAR BAY +-122.07,37.69,29.0,2304.0,618.0,1021.0,552.0,2.5362,203800.0,NEAR BAY +-122.08,37.69,36.0,2350.0,499.0,1105.0,467.0,3.3021,195700.0,NEAR BAY +-122.07,37.69,31.0,5914.0,1309.0,2999.0,1295.0,3.0964,190500.0,NEAR BAY +-122.08,37.69,43.0,1575.0,324.0,740.0,284.0,2.8512,181000.0,NEAR BAY +-122.08,37.69,42.0,1414.0,274.0,629.0,244.0,3.3478,184900.0,NEAR BAY +-122.08,37.68,37.0,848.0,202.0,314.0,205.0,2.3958,190800.0,NEAR BAY +-122.08,37.68,15.0,3051.0,685.0,1479.0,668.0,3.5295,242200.0,NEAR BAY +-122.09,37.69,20.0,4296.0,817.0,1732.0,800.0,4.8036,188300.0,NEAR BAY +-122.15,37.74,52.0,2898.0,557.0,1338.0,550.0,3.851,183500.0,NEAR BAY +-122.14,37.74,52.0,1071.0,201.0,440.0,192.0,4.0662,204200.0,NEAR BAY +-122.14,37.73,51.0,2619.0,403.0,922.0,393.0,4.6042,251900.0,NEAR BAY +-122.15,37.74,49.0,1494.0,316.0,611.0,288.0,2.2,187500.0,NEAR BAY +-122.16,37.73,52.0,2260.0,416.0,994.0,412.0,4.1164,198200.0,NEAR BAY +-122.15,37.74,52.0,1394.0,223.0,545.0,230.0,3.95,219000.0,NEAR BAY +-122.15,37.73,52.0,1028.0,129.0,317.0,143.0,4.9135,275000.0,NEAR BAY +-122.15,37.73,45.0,3758.0,819.0,1573.0,736.0,2.8355,245400.0,NEAR BAY +-122.17,37.73,46.0,2163.0,470.0,925.0,435.0,3.25,177500.0,NEAR BAY +-122.16,37.73,49.0,1699.0,408.0,768.0,385.0,2.8301,171600.0,NEAR BAY +-122.17,37.73,52.0,1555.0,289.0,620.0,292.0,3.7159,183300.0,NEAR BAY +-122.16,37.73,52.0,1114.0,206.0,425.0,207.0,2.5625,175000.0,NEAR BAY +-122.18,37.72,45.0,1498.0,313.0,1003.0,305.0,3.8047,156700.0,NEAR BAY +-122.18,37.71,45.0,726.0,147.0,519.0,135.0,3.375,157500.0,NEAR BAY +-122.17,37.71,38.0,890.0,200.0,481.0,198.0,3.244,179800.0,NEAR BAY +-122.18,37.7,36.0,2639.0,533.0,1209.0,519.0,4.0268,205500.0,NEAR BAY +-122.18,37.7,35.0,2562.0,554.0,1398.0,525.0,3.3906,178900.0,NEAR BAY +-122.19,37.71,36.0,361.0,69.0,158.0,58.0,5.5461,262500.0,NEAR BAY +-122.17,37.72,42.0,3008.0,659.0,1817.0,664.0,3.371,165000.0,NEAR BAY +-122.17,37.72,46.0,1369.0,284.0,766.0,289.0,3.5313,159700.0,NEAR BAY +-122.17,37.72,5.0,1692.0,398.0,814.0,328.0,3.663,158300.0,NEAR BAY +-122.16,37.72,38.0,1007.0,245.0,618.0,239.0,2.875,144800.0,NEAR BAY +-122.17,37.72,43.0,3783.0,814.0,2139.0,789.0,4.0202,166300.0,NEAR BAY +-122.16,37.71,37.0,1507.0,242.0,632.0,253.0,4.5553,191000.0,NEAR BAY +-122.16,37.71,36.0,666.0,132.0,366.0,134.0,3.4643,175000.0,NEAR BAY +-122.16,37.72,10.0,2229.0,601.0,877.0,485.0,3.3431,137500.0,NEAR BAY +-122.15,37.73,28.0,2215.0,587.0,830.0,573.0,2.1898,141700.0,NEAR BAY +-122.15,37.72,31.0,1616.0,372.0,739.0,379.0,2.9097,210900.0,NEAR BAY +-122.15,37.72,47.0,1190.0,251.0,540.0,266.0,3.375,198300.0,NEAR BAY +-122.15,37.72,29.0,4169.0,1047.0,2024.0,962.0,2.8125,157400.0,NEAR BAY +-122.14,37.73,52.0,2024.0,320.0,823.0,334.0,5.0,264700.0,NEAR BAY +-122.14,37.73,38.0,1723.0,394.0,711.0,353.0,3.0673,218400.0,NEAR BAY +-122.14,37.73,43.0,2264.0,390.0,931.0,368.0,3.8125,235100.0,NEAR BAY +-122.13,37.73,33.0,1996.0,268.0,686.0,270.0,6.9096,341800.0,NEAR BAY +-122.13,37.72,26.0,2862.0,394.0,1030.0,397.0,7.912,367300.0,NEAR BAY +-122.13,37.72,35.0,2183.0,383.0,976.0,392.0,3.8393,243500.0,NEAR BAY +-122.12,37.71,35.0,1037.0,207.0,552.0,210.0,4.0,167900.0,NEAR BAY +-122.13,37.72,25.0,1134.0,153.0,340.0,171.0,6.5095,371200.0,NEAR BAY +-122.14,37.72,39.0,786.0,132.0,288.0,132.0,3.5156,218900.0,NEAR BAY +-122.14,37.72,45.0,1397.0,253.0,555.0,248.0,2.983,202700.0,NEAR BAY +-122.13,37.72,45.0,2315.0,451.0,1006.0,444.0,3.524,186200.0,NEAR BAY +-122.13,37.71,44.0,1613.0,339.0,776.0,346.0,3.1103,188900.0,NEAR BAY +-122.13,37.71,44.0,1421.0,298.0,609.0,270.0,3.5781,180000.0,NEAR BAY +-122.15,37.71,18.0,5778.0,1526.0,2441.0,1352.0,3.1682,202700.0,NEAR BAY +-122.14,37.71,27.0,3094.0,866.0,1364.0,789.0,2.6101,181700.0,NEAR BAY +-122.14,37.71,18.0,3905.0,1007.0,2197.0,1044.0,3.6932,166800.0,NEAR BAY +-122.13,37.7,43.0,3046.0,557.0,1333.0,544.0,3.4583,183700.0,NEAR BAY +-122.13,37.7,19.0,3516.0,710.0,1810.0,703.0,3.9032,218000.0,NEAR BAY +-122.15,37.71,36.0,998.0,178.0,531.0,183.0,4.0208,191500.0,NEAR BAY +-122.15,37.7,36.0,1464.0,244.0,672.0,261.0,3.5547,194700.0,NEAR BAY +-122.14,37.7,17.0,1463.0,292.0,695.0,330.0,4.5859,187200.0,NEAR BAY +-122.13,37.7,21.0,4124.0,1054.0,2162.0,998.0,2.6321,223100.0,NEAR BAY +-122.13,37.69,17.0,2380.0,769.0,1216.0,643.0,3.395,271300.0,NEAR BAY +-122.14,37.7,36.0,1266.0,228.0,606.0,239.0,3.9702,194100.0,NEAR BAY +-122.16,37.7,36.0,2239.0,391.0,1203.0,379.0,5.0043,190400.0,NEAR BAY +-122.14,37.69,38.0,1571.0,317.0,874.0,301.0,4.4659,189100.0,NEAR BAY +-122.15,37.69,38.0,1246.0,221.0,637.0,222.0,3.6625,184600.0,NEAR BAY +-122.15,37.69,36.0,1501.0,287.0,703.0,276.0,3.8864,197300.0,NEAR BAY +-122.15,37.7,36.0,1468.0,252.0,733.0,229.0,3.4583,192600.0,NEAR BAY +-122.16,37.69,36.0,1118.0,219.0,625.0,228.0,3.7813,192200.0,NEAR BAY +-122.16,37.7,36.0,1097.0,208.0,568.0,225.0,2.9917,194600.0,NEAR BAY +-122.16,37.7,36.0,1719.0,303.0,836.0,311.0,4.4375,193500.0,NEAR BAY +-122.17,37.7,24.0,1755.0,365.0,952.0,362.0,4.0,202600.0,NEAR BAY +-122.16,37.68,16.0,1687.0,348.0,568.0,352.0,2.3869,83300.0,NEAR BAY +-122.17,37.69,24.0,2262.0,391.0,1125.0,366.0,4.7609,212600.0,NEAR BAY +-122.18,37.68,5.0,2087.0,407.0,840.0,401.0,5.4858,187800.0,NEAR BAY +-122.16,37.69,36.0,1480.0,278.0,796.0,283.0,4.3971,205700.0,NEAR BAY +-122.15,37.69,36.0,1545.0,273.0,863.0,267.0,4.0109,192900.0,NEAR BAY +-122.15,37.68,35.0,2632.0,447.0,1349.0,486.0,4.3864,205200.0,NEAR BAY +-122.15,37.68,30.0,2261.0,443.0,929.0,383.0,4.2841,213400.0,NEAR BAY +-122.15,37.69,39.0,1670.0,308.0,957.0,335.0,5.1312,183600.0,NEAR BAY +-122.14,37.69,37.0,2141.0,535.0,1093.0,555.0,2.9958,178400.0,NEAR BAY +-122.14,37.68,27.0,3337.0,613.0,1489.0,607.0,3.6364,219200.0,NEAR BAY +-122.14,37.68,31.0,3184.0,716.0,1561.0,628.0,2.7955,183100.0,NEAR BAY +-122.1,37.69,44.0,2341.0,500.0,1256.0,485.0,2.9507,157100.0,NEAR BAY +-122.12,37.69,30.0,1197.0,269.0,695.0,279.0,3.4375,157800.0,NEAR BAY +-122.13,37.69,34.0,1131.0,278.0,560.0,237.0,2.875,161700.0,NEAR BAY +-122.12,37.71,38.0,1164.0,284.0,632.0,289.0,3.0345,152100.0,NEAR BAY +-122.12,37.7,41.0,3495.0,787.0,1849.0,750.0,2.679,144900.0,NEAR BAY +-122.12,37.7,17.0,2488.0,617.0,1287.0,538.0,2.9922,179900.0,NEAR BAY +-122.12,37.69,35.0,2681.0,508.0,1580.0,536.0,4.1042,179100.0,NEAR BAY +-122.12,37.7,19.0,2495.0,635.0,1571.0,579.0,2.5833,159900.0,NEAR BAY +-122.11,37.7,23.0,1689.0,461.0,828.0,443.0,2.1552,161400.0,NEAR BAY +-122.11,37.7,29.0,1298.0,306.0,835.0,338.0,2.3274,170400.0,NEAR BAY +-122.11,37.7,19.0,2693.0,789.0,1765.0,724.0,2.4206,137500.0,NEAR BAY +-122.1,37.69,41.0,746.0,,387.0,161.0,3.9063,178400.0,NEAR BAY +-122.11,37.69,37.0,2444.0,651.0,1562.0,618.0,2.6464,155200.0,NEAR BAY +-122.11,37.69,42.0,1472.0,310.0,768.0,309.0,3.4643,160900.0,NEAR BAY +-122.12,37.69,10.0,2227.0,560.0,1140.0,472.0,2.3973,167300.0,NEAR BAY +-122.03,37.69,20.0,200.0,25.0,83.0,31.0,6.5,340000.0,NEAR BAY +-121.97,37.64,32.0,1283.0,194.0,485.0,171.0,6.0574,431000.0,<1H OCEAN +-122.02,37.63,6.0,2445.0,590.0,1189.0,573.0,3.8958,301100.0,NEAR BAY +-122.04,37.63,21.0,1307.0,236.0,586.0,249.0,4.7813,241900.0,NEAR BAY +-122.05,37.63,5.0,3785.0,936.0,2240.0,792.0,3.2829,162500.0,NEAR BAY +-122.04,37.66,10.0,2031.0,357.0,867.0,352.0,5.3169,299200.0,NEAR BAY +-122.04,37.65,10.0,8299.0,1326.0,3827.0,1288.0,6.2579,315500.0,NEAR BAY +-122.05,37.68,23.0,7518.0,1279.0,3827.0,1294.0,5.1701,216800.0,NEAR BAY +-122.07,37.68,36.0,1815.0,426.0,1280.0,431.0,3.25,218100.0,NEAR BAY +-122.06,37.68,30.0,5367.0,1207.0,2667.0,1047.0,3.1796,170300.0,NEAR BAY +-122.08,37.68,26.0,1167.0,370.0,253.0,137.0,2.4196,275000.0,NEAR BAY +-122.08,37.68,26.0,2607.0,682.0,1401.0,607.0,2.6563,184100.0,NEAR BAY +-122.08,37.67,29.0,493.0,168.0,233.0,152.0,0.9637,160000.0,NEAR BAY +-122.09,37.67,48.0,1252.0,305.0,673.0,308.0,2.3357,175000.0,NEAR BAY +-122.09,37.68,41.0,1382.0,353.0,704.0,314.0,3.5114,197500.0,NEAR BAY +-122.09,37.69,43.0,500.0,110.0,273.0,120.0,3.3125,150000.0,NEAR BAY +-122.09,37.68,29.0,2333.0,538.0,1120.0,540.0,2.4042,205600.0,NEAR BAY +-122.09,37.68,41.0,1834.0,463.0,1105.0,467.0,2.8322,170300.0,NEAR BAY +-122.09,37.68,43.0,1415.0,348.0,569.0,293.0,2.5156,190900.0,NEAR BAY +-122.1,37.68,37.0,1352.0,342.0,691.0,324.0,3.4032,196900.0,NEAR BAY +-122.1,37.68,37.0,2116.0,503.0,1109.0,448.0,2.535,174000.0,NEAR BAY +-122.11,37.68,37.0,1976.0,481.0,1197.0,465.0,2.5772,170200.0,NEAR BAY +-122.1,37.68,38.0,1779.0,413.0,1061.0,400.0,3.0962,180900.0,NEAR BAY +-122.1,37.67,34.0,3659.0,897.0,2479.0,903.0,2.9564,150500.0,NEAR BAY +-122.1,37.68,31.0,1892.0,428.0,1162.0,389.0,3.125,167100.0,NEAR BAY +-122.12,37.68,35.0,1958.0,484.0,1146.0,448.0,2.95,148900.0,NEAR BAY +-122.12,37.68,40.0,1553.0,253.0,724.0,267.0,4.38,196400.0,NEAR BAY +-122.12,37.68,37.0,2412.0,394.0,975.0,375.0,4.0417,191100.0,NEAR BAY +-122.11,37.67,36.0,2110.0,389.0,952.0,370.0,3.8,187500.0,NEAR BAY +-122.12,37.68,45.0,2179.0,401.0,1159.0,399.0,3.4839,180600.0,NEAR BAY +-122.13,37.68,45.0,2457.0,445.0,1129.0,422.0,4.0588,182800.0,NEAR BAY +-122.13,37.68,44.0,2147.0,399.0,1175.0,401.0,4.1974,179300.0,NEAR BAY +-122.13,37.68,43.0,1676.0,340.0,924.0,328.0,3.6,179400.0,NEAR BAY +-122.14,37.68,35.0,2976.0,518.0,1424.0,538.0,4.267,210300.0,NEAR BAY +-122.14,37.67,34.0,3036.0,533.0,1366.0,500.0,4.2386,192300.0,NEAR BAY +-122.15,37.67,35.0,2472.0,398.0,1171.0,390.0,5.5797,198100.0,NEAR BAY +-122.14,37.67,36.0,1487.0,249.0,641.0,243.0,4.0682,196200.0,NEAR BAY +-122.13,37.67,38.0,2012.0,347.0,880.0,332.0,3.1734,181600.0,NEAR BAY +-122.14,37.67,37.0,3342.0,,1635.0,557.0,4.7933,186900.0,NEAR BAY +-122.14,37.67,37.0,3156.0,534.0,1495.0,543.0,4.8125,188300.0,NEAR BAY +-122.13,37.67,40.0,1748.0,318.0,914.0,317.0,3.8676,184000.0,NEAR BAY +-122.12,37.67,33.0,3429.0,681.0,1798.0,694.0,3.9395,184700.0,NEAR BAY +-122.13,37.67,42.0,3592.0,703.0,1625.0,665.0,3.2434,179900.0,NEAR BAY +-122.11,37.67,38.0,1035.0,247.0,599.0,224.0,3.0917,167200.0,NEAR BAY +-122.11,37.67,32.0,3028.0,811.0,2037.0,703.0,3.0645,165400.0,NEAR BAY +-122.09,37.67,33.0,2431.0,655.0,1854.0,603.0,2.7019,154000.0,NEAR BAY +-122.09,37.67,39.0,2069.0,500.0,1408.0,478.0,3.1115,153500.0,NEAR BAY +-122.09,37.66,40.0,1340.0,313.0,766.0,271.0,3.4722,135400.0,NEAR BAY +-122.09,37.66,39.0,1160.0,259.0,725.0,274.0,2.2222,158300.0,NEAR BAY +-122.05,37.68,32.0,2015.0,318.0,1019.0,340.0,6.1104,240700.0,NEAR BAY +-122.06,37.67,22.0,3882.0,816.0,1830.0,743.0,4.2733,180700.0,NEAR BAY +-122.07,37.67,27.0,3239.0,671.0,1469.0,616.0,3.2465,230600.0,NEAR BAY +-122.07,37.67,28.0,2932.0,739.0,1198.0,624.0,3.2417,210800.0,NEAR BAY +-122.07,37.67,38.0,2104.0,409.0,1039.0,394.0,3.875,165300.0,NEAR BAY +-122.04,37.67,29.0,1694.0,251.0,690.0,242.0,6.0501,254200.0,NEAR BAY +-122.04,37.67,18.0,3000.0,419.0,1155.0,415.0,6.8233,332600.0,NEAR BAY +-122.04,37.66,23.0,2419.0,348.0,1066.0,384.0,6.3501,350000.0,NEAR BAY +-122.07,37.66,28.0,2280.0,610.0,1255.0,587.0,2.6719,161200.0,NEAR BAY +-122.07,37.66,21.0,5031.0,1168.0,2461.0,1042.0,3.875,179300.0,NEAR BAY +-122.08,37.66,33.0,1547.0,372.0,1063.0,356.0,2.5625,154300.0,NEAR BAY +-122.07,37.65,31.0,3300.0,790.0,2181.0,740.0,3.016,161800.0,NEAR BAY +-122.08,37.65,17.0,5018.0,1439.0,3069.0,1299.0,2.7694,161900.0,NEAR BAY +-122.08,37.65,35.0,1813.0,393.0,1093.0,374.0,3.6818,165400.0,NEAR BAY +-122.08,37.66,37.0,1997.0,436.0,1349.0,437.0,2.1382,166600.0,NEAR BAY +-122.1,37.66,37.0,901.0,191.0,599.0,206.0,3.7303,149700.0,NEAR BAY +-122.1,37.66,35.0,686.0,142.0,480.0,149.0,3.875,162100.0,NEAR BAY +-122.1,37.66,33.0,1954.0,464.0,1293.0,448.0,3.0489,152600.0,NEAR BAY +-122.09,37.65,27.0,2630.0,722.0,1414.0,634.0,2.8203,195200.0,NEAR BAY +-122.09,37.65,35.0,1130.0,192.0,543.0,184.0,4.3897,190600.0,NEAR BAY +-122.09,37.65,35.0,1184.0,200.0,572.0,194.0,4.7143,193800.0,NEAR BAY +-122.1,37.66,34.0,656.0,115.0,342.0,112.0,4.6875,200600.0,NEAR BAY +-122.11,37.66,29.0,2544.0,643.0,2332.0,603.0,3.2091,150000.0,NEAR BAY +-122.1,37.66,36.0,1305.0,225.0,768.0,234.0,4.275,185300.0,NEAR BAY +-122.11,37.66,36.0,1755.0,316.0,913.0,299.0,4.1302,172700.0,NEAR BAY +-122.11,37.66,35.0,2843.0,652.0,1726.0,643.0,3.09,174100.0,NEAR BAY +-122.1,37.65,25.0,2538.0,494.0,1185.0,501.0,4.5417,194400.0,NEAR BAY +-122.1,37.64,28.0,1784.0,311.0,735.0,278.0,4.6635,206700.0,NEAR BAY +-122.1,37.65,31.0,1797.0,327.0,796.0,319.0,4.4427,204500.0,NEAR BAY +-122.1,37.65,36.0,410.0,76.0,252.0,82.0,4.5303,175000.0,NEAR BAY +-122.12,37.65,26.0,162.0,27.0,86.0,25.0,2.375,137500.0,NEAR BAY +-122.1,37.63,18.0,9963.0,2031.0,5613.0,1946.0,3.8171,187200.0,NEAR BAY +-122.1,37.61,35.0,2361.0,458.0,1727.0,467.0,4.5281,173600.0,NEAR BAY +-122.13,37.66,19.0,862.0,167.0,407.0,183.0,4.3456,163000.0,NEAR BAY +-122.11,37.65,18.0,4335.0,808.0,2041.0,734.0,3.4861,331600.0,NEAR BAY +-122.11,37.64,31.0,1487.0,280.0,854.0,301.0,5.2312,197600.0,NEAR BAY +-122.11,37.64,8.0,3592.0,849.0,1907.0,746.0,3.6708,197900.0,NEAR BAY +-122.12,37.64,40.0,432.0,102.0,264.0,77.0,3.8875,228100.0,NEAR BAY +-122.09,37.63,34.0,1457.0,242.0,735.0,249.0,3.9167,189500.0,NEAR BAY +-122.09,37.64,32.0,1578.0,284.0,836.0,292.0,3.9063,184200.0,NEAR BAY +-122.1,37.63,29.0,2172.0,435.0,1377.0,408.0,3.7895,180900.0,NEAR BAY +-122.08,37.64,36.0,1340.0,245.0,789.0,248.0,3.8,172000.0,NEAR BAY +-122.08,37.64,36.0,1116.0,199.0,662.0,226.0,5.7309,177900.0,NEAR BAY +-122.09,37.64,36.0,1885.0,307.0,853.0,271.0,4.1141,173100.0,NEAR BAY +-122.09,37.64,36.0,1180.0,212.0,664.0,200.0,5.2838,172600.0,NEAR BAY +-122.08,37.64,30.0,5267.0,1253.0,4065.0,1113.0,3.3479,182100.0,NEAR BAY +-122.08,37.64,23.0,1897.0,440.0,1109.0,418.0,3.142,179500.0,NEAR BAY +-122.08,37.63,31.0,767.0,171.0,548.0,185.0,3.7614,176000.0,NEAR BAY +-122.08,37.63,33.0,691.0,127.0,431.0,149.0,4.25,192600.0,NEAR BAY +-122.08,37.64,36.0,786.0,133.0,463.0,160.0,3.9338,182700.0,NEAR BAY +-122.07,37.64,22.0,5861.0,1516.0,5436.0,1463.0,2.5158,134900.0,NEAR BAY +-122.07,37.63,27.0,2784.0,723.0,2028.0,693.0,2.4808,157600.0,NEAR BAY +-122.07,37.64,25.0,4524.0,860.0,2426.0,862.0,4.7083,190900.0,NEAR BAY +-122.06,37.64,37.0,1468.0,304.0,1038.0,282.0,4.1652,158200.0,NEAR BAY +-122.06,37.64,20.0,1655.0,450.0,857.0,430.0,3.5541,350000.0,NEAR BAY +-122.06,37.65,33.0,1227.0,286.0,848.0,291.0,3.8036,158200.0,NEAR BAY +-122.06,37.64,33.0,1160.0,252.0,729.0,220.0,3.8259,146100.0,NEAR BAY +-122.04,37.63,33.0,952.0,172.0,369.0,159.0,3.2331,226700.0,NEAR BAY +-122.03,37.62,35.0,2072.0,352.0,1001.0,350.0,4.7109,198700.0,NEAR BAY +-122.03,37.62,32.0,2964.0,547.0,1472.0,527.0,4.2468,221200.0,NEAR BAY +-122.04,37.62,35.0,1032.0,173.0,453.0,176.0,6.396,208500.0,NEAR BAY +-122.04,37.62,35.0,657.0,118.0,328.0,134.0,3.8125,204200.0,NEAR BAY +-122.04,37.62,32.0,1540.0,324.0,793.0,302.0,3.2857,193200.0,NEAR BAY +-122.03,37.62,35.0,1298.0,236.0,632.0,204.0,3.8929,209500.0,NEAR BAY +-122.03,37.61,36.0,1409.0,271.0,1002.0,281.0,3.7262,164900.0,NEAR BAY +-122.03,37.61,37.0,1383.0,259.0,808.0,241.0,4.0125,161400.0,NEAR BAY +-122.04,37.61,36.0,1151.0,216.0,727.0,215.0,4.1719,187000.0,NEAR BAY +-122.04,37.62,35.0,899.0,179.0,455.0,185.0,4.2857,190400.0,NEAR BAY +-122.08,37.63,37.0,1793.0,364.0,1534.0,346.0,3.6458,156600.0,NEAR BAY +-122.08,37.62,17.0,2485.0,518.0,1139.0,550.0,2.6875,157300.0,NEAR BAY +-122.07,37.63,35.0,1931.0,376.0,1175.0,337.0,3.7292,168100.0,NEAR BAY +-122.07,37.63,24.0,2329.0,465.0,1401.0,453.0,4.5913,177600.0,NEAR BAY +-122.06,37.63,12.0,6711.0,1374.0,3388.0,1289.0,3.8625,208900.0,NEAR BAY +-122.06,37.63,23.0,1939.0,356.0,841.0,364.0,3.3611,169200.0,NEAR BAY +-122.05,37.61,16.0,1642.0,346.0,705.0,351.0,2.8971,163900.0,NEAR BAY +-122.08,37.63,34.0,1619.0,293.0,1148.0,310.0,4.0326,164700.0,NEAR BAY +-122.08,37.63,35.0,517.0,108.0,391.0,107.0,4.0682,156900.0,NEAR BAY +-122.09,37.63,36.0,1570.0,274.0,992.0,249.0,5.3644,168800.0,NEAR BAY +-122.09,37.63,35.0,1213.0,221.0,790.0,243.0,4.7019,174100.0,NEAR BAY +-122.08,37.62,27.0,1826.0,309.0,1016.0,313.0,5.64,206500.0,NEAR BAY +-122.08,37.61,26.0,2261.0,443.0,1039.0,395.0,3.7931,203900.0,NEAR BAY +-121.99,37.61,9.0,3666.0,711.0,2341.0,703.0,4.6458,217000.0,<1H OCEAN +-122.02,37.6,36.0,1633.0,345.0,1382.0,338.0,3.694,159600.0,NEAR BAY +-122.02,37.6,31.0,2155.0,522.0,1858.0,437.0,2.652,159800.0,NEAR BAY +-122.02,37.6,32.0,1295.0,280.0,1156.0,300.0,3.5,154300.0,NEAR BAY +-122.02,37.6,32.0,1295.0,295.0,1097.0,328.0,3.2386,149600.0,NEAR BAY +-122.03,37.61,33.0,1518.0,302.0,831.0,268.0,5.097,188600.0,NEAR BAY +-122.04,37.6,17.0,3314.0,638.0,1873.0,602.0,4.3875,238500.0,NEAR BAY +-122.06,37.6,22.0,3009.0,497.0,1640.0,514.0,4.625,235300.0,NEAR BAY +-122.08,37.61,6.0,2605.0,474.0,1568.0,433.0,5.0406,261400.0,NEAR BAY +-122.06,37.6,17.0,5159.0,832.0,3174.0,817.0,5.8704,234400.0,NEAR BAY +-122.06,37.6,18.0,1726.0,276.0,1186.0,310.0,5.3226,231700.0,NEAR BAY +-122.08,37.59,16.0,1816.0,365.0,1367.0,355.0,4.235,156300.0,NEAR BAY +-122.07,37.59,13.0,2578.0,551.0,1680.0,528.0,4.825,222000.0,NEAR BAY +-122.08,37.58,15.0,2576.0,418.0,1657.0,410.0,5.5218,254400.0,NEAR BAY +-122.07,37.58,16.0,1644.0,251.0,1033.0,267.0,6.5116,244300.0,NEAR BAY +-122.07,37.58,16.0,1606.0,240.0,1117.0,268.0,6.0661,247000.0,NEAR BAY +-122.08,37.58,16.0,3349.0,544.0,2003.0,488.0,6.0074,236500.0,NEAR BAY +-122.07,37.59,15.0,3475.0,686.0,2568.0,653.0,4.6211,151400.0,NEAR BAY +-122.07,37.58,16.0,1893.0,338.0,1461.0,344.0,5.225,213700.0,NEAR BAY +-122.04,37.59,14.0,1727.0,302.0,1116.0,273.0,5.3428,243600.0,NEAR BAY +-122.05,37.59,15.0,6243.0,1273.0,3163.0,1274.0,3.7462,212500.0,NEAR BAY +-122.03,37.6,24.0,2077.0,383.0,1488.0,389.0,4.5721,214700.0,NEAR BAY +-122.02,37.59,18.0,1165.0,333.0,855.0,319.0,3.6923,213200.0,NEAR BAY +-122.03,37.59,16.0,4371.0,889.0,2530.0,817.0,4.6786,256000.0,NEAR BAY +-122.01,37.59,2.0,838.0,295.0,240.0,149.0,2.875,237500.0,NEAR BAY +-122.02,37.58,15.0,3052.0,760.0,2097.0,728.0,3.3617,178100.0,NEAR BAY +-122.01,37.58,17.0,4313.0,717.0,2629.0,721.0,5.7579,231800.0,NEAR BAY +-122.09,37.6,36.0,385.0,94.0,295.0,92.0,2.9706,147900.0,NEAR BAY +-122.08,37.6,10.0,3046.0,678.0,2056.0,628.0,3.9022,191700.0,NEAR BAY +-121.97,37.57,21.0,4342.0,783.0,2172.0,789.0,4.6146,247600.0,<1H OCEAN +-121.96,37.58,15.0,3575.0,597.0,1777.0,559.0,5.7192,283500.0,<1H OCEAN +-121.98,37.58,20.0,4126.0,1031.0,2079.0,975.0,3.6832,216900.0,<1H OCEAN +-121.99,37.58,31.0,2878.0,478.0,1276.0,485.0,6.2073,282500.0,<1H OCEAN +-122.0,37.58,6.0,4405.0,717.0,2071.0,688.0,5.8151,295600.0,<1H OCEAN +-122.01,37.57,14.0,16199.0,2993.0,8117.0,2847.0,5.8322,281800.0,NEAR BAY +-122.04,37.58,14.0,14917.0,2708.0,8012.0,2606.0,5.6277,269800.0,NEAR BAY +-122.04,37.57,12.0,5719.0,1064.0,3436.0,1057.0,5.2879,231200.0,NEAR BAY +-122.07,37.57,8.0,8647.0,1407.0,5019.0,1379.0,6.5615,318300.0,NEAR BAY +-122.06,37.58,15.0,8112.0,1376.0,4576.0,1348.0,5.6758,253400.0,NEAR BAY +-122.05,37.57,7.0,10648.0,1818.0,6075.0,1797.0,6.1047,278200.0,NEAR BAY +-121.93,37.49,5.0,1150.0,311.0,648.0,245.0,3.5714,300000.0,<1H OCEAN +-122.07,37.52,3.0,14014.0,2861.0,7205.0,2753.0,6.0824,273500.0,NEAR BAY +-122.02,37.56,23.0,4332.0,857.0,2461.0,829.0,4.3594,223400.0,NEAR BAY +-122.02,37.56,35.0,1716.0,312.0,914.0,316.0,5.5737,214500.0,NEAR BAY +-122.03,37.56,31.0,4981.0,964.0,2841.0,924.0,4.8962,220200.0,NEAR BAY +-122.03,37.56,24.0,8444.0,1492.0,4446.0,1491.0,4.6978,240300.0,NEAR BAY +-122.01,37.56,6.0,3028.0,778.0,1531.0,736.0,4.4259,158000.0,NEAR BAY +-122.01,37.55,26.0,2068.0,532.0,1434.0,495.0,3.3008,224200.0,NEAR BAY +-122.02,37.55,33.0,1325.0,274.0,909.0,267.0,4.5687,177200.0,NEAR BAY +-122.01,37.56,24.0,2563.0,485.0,1174.0,501.0,3.8179,216100.0,NEAR BAY +-121.99,37.56,18.0,5505.0,1005.0,2641.0,971.0,5.0,269700.0,<1H OCEAN +-121.99,37.56,20.0,6462.0,1294.0,3288.0,1235.0,4.3393,231200.0,<1H OCEAN +-121.96,37.55,4.0,3746.0,993.0,1606.0,838.0,4.1387,162500.0,<1H OCEAN +-121.97,37.56,13.0,8918.0,1823.0,4518.0,1772.0,4.8052,254000.0,<1H OCEAN +-121.97,37.54,31.0,1949.0,344.0,986.0,322.0,4.6349,196200.0,<1H OCEAN +-121.97,37.55,17.0,4924.0,1247.0,3080.0,1182.0,3.168,189400.0,<1H OCEAN +-121.98,37.54,17.0,5133.0,1375.0,3386.0,1339.0,3.1326,220800.0,<1H OCEAN +-121.99,37.55,16.0,6647.0,2098.0,4649.0,1903.0,2.9074,213800.0,<1H OCEAN +-121.94,37.56,15.0,5674.0,748.0,2412.0,714.0,8.3996,442900.0,<1H OCEAN +-121.95,37.55,21.0,10687.0,1540.0,4552.0,1520.0,6.6478,333400.0,<1H OCEAN +-121.93,37.54,25.0,1354.0,192.0,596.0,220.0,6.629,352400.0,<1H OCEAN +-121.94,37.54,27.0,3715.0,526.0,1631.0,538.0,6.2179,305300.0,<1H OCEAN +-121.94,37.53,33.0,2095.0,342.0,941.0,304.0,5.761,259600.0,<1H OCEAN +-121.95,37.54,29.0,3517.0,645.0,1724.0,585.0,4.6641,248900.0,<1H OCEAN +-121.94,37.54,31.0,2537.0,382.0,1067.0,410.0,6.7599,356000.0,<1H OCEAN +-121.96,37.54,14.0,5106.0,1207.0,2738.0,1108.0,3.9909,236000.0,<1H OCEAN +-121.96,37.53,23.0,2215.0,475.0,1278.0,492.0,4.2955,218800.0,<1H OCEAN +-121.96,37.53,28.0,2949.0,529.0,1538.0,545.0,4.9615,228000.0,<1H OCEAN +-121.96,37.53,18.0,2375.0,652.0,1252.0,586.0,2.6198,235900.0,<1H OCEAN +-121.97,37.54,28.0,2312.0,496.0,1344.0,467.0,4.7135,203200.0,<1H OCEAN +-121.97,37.53,35.0,2277.0,420.0,1353.0,413.0,4.75,197000.0,<1H OCEAN +-121.97,37.53,26.0,2506.0,387.0,1273.0,406.0,5.4299,236400.0,<1H OCEAN +-121.98,37.53,28.0,2829.0,566.0,1610.0,540.0,4.6,223200.0,<1H OCEAN +-121.98,37.53,26.0,3179.0,703.0,2142.0,639.0,4.1947,222700.0,<1H OCEAN +-121.99,37.54,26.0,2332.0,371.0,1285.0,404.0,5.388,225000.0,<1H OCEAN +-121.99,37.54,18.0,3584.0,715.0,1673.0,661.0,3.9444,240100.0,<1H OCEAN +-121.99,37.54,28.0,3046.0,507.0,1772.0,516.0,5.3283,227900.0,<1H OCEAN +-121.99,37.55,28.0,2414.0,415.0,1106.0,453.0,4.8403,268600.0,<1H OCEAN +-122.0,37.54,29.0,4133.0,744.0,2023.0,749.0,5.1616,275100.0,<1H OCEAN +-122.01,37.55,34.0,2791.0,495.0,1276.0,468.0,4.9167,256300.0,NEAR BAY +-122.0,37.55,27.0,6103.0,1249.0,3026.0,1134.0,4.1591,332400.0,<1H OCEAN +-122.01,37.54,32.0,2572.0,406.0,1128.0,395.0,5.0,287600.0,NEAR BAY +-122.0,37.54,26.0,1910.0,371.0,852.0,357.0,5.8325,298900.0,<1H OCEAN +-122.01,37.53,27.0,1890.0,303.0,889.0,314.0,5.7057,287600.0,NEAR BAY +-121.99,37.53,25.0,5405.0,939.0,2831.0,923.0,5.0423,222200.0,<1H OCEAN +-121.97,37.52,26.0,3761.0,623.0,1776.0,613.0,4.5317,232600.0,<1H OCEAN +-121.97,37.51,25.0,3333.0,511.0,1671.0,504.0,5.4359,258300.0,<1H OCEAN +-121.97,37.52,23.0,4925.0,948.0,2530.0,894.0,5.0824,230900.0,<1H OCEAN +-121.95,37.52,33.0,3994.0,764.0,2721.0,763.0,5.2308,196900.0,<1H OCEAN +-121.96,37.51,22.0,5811.0,1125.0,3215.0,1086.0,4.4107,223500.0,<1H OCEAN +-121.96,37.52,26.0,4211.0,741.0,2352.0,734.0,5.2396,223900.0,<1H OCEAN +-121.93,37.53,27.0,5532.0,973.0,2855.0,960.0,4.7478,243500.0,<1H OCEAN +-121.92,37.53,7.0,28258.0,3864.0,12203.0,3701.0,8.4045,451100.0,<1H OCEAN +-121.89,37.49,9.0,4909.0,577.0,1981.0,591.0,9.7194,500001.0,<1H OCEAN +-121.92,37.49,10.0,7441.0,1588.0,3571.0,1466.0,5.1643,193100.0,<1H OCEAN +-121.92,37.48,23.0,4314.0,676.0,1972.0,623.0,5.3813,264400.0,<1H OCEAN +-121.92,37.47,26.0,2016.0,322.0,1105.0,357.0,6.0878,246900.0,<1H OCEAN +-121.91,37.47,13.0,5377.0,744.0,2759.0,760.0,6.868,337300.0,<1H OCEAN +-122.03,37.55,22.0,9167.0,1373.0,4319.0,1404.0,6.992,284800.0,NEAR BAY +-122.03,37.55,26.0,3087.0,532.0,1597.0,483.0,4.9118,217300.0,NEAR BAY +-122.04,37.55,23.0,3170.0,532.0,1446.0,515.0,4.4357,291700.0,NEAR BAY +-122.04,37.54,26.0,2145.0,369.0,1285.0,377.0,4.9464,223800.0,NEAR BAY +-122.05,37.54,25.0,4209.0,731.0,2568.0,703.0,5.2882,223100.0,NEAR BAY +-122.05,37.55,23.0,4247.0,835.0,2357.0,823.0,5.1321,211300.0,NEAR BAY +-122.04,37.53,25.0,4458.0,922.0,2998.0,890.0,3.9667,218500.0,NEAR BAY +-122.04,37.5,17.0,407.0,97.0,307.0,100.0,3.1696,156300.0,NEAR BAY +-122.06,37.54,20.0,6483.0,1068.0,3526.0,1060.0,5.0838,248200.0,NEAR BAY +-122.03,37.54,35.0,1867.0,343.0,1213.0,338.0,4.8214,186000.0,NEAR BAY +-122.03,37.54,6.0,2918.0,672.0,1911.0,639.0,4.1406,178200.0,NEAR BAY +-122.04,37.53,34.0,2316.0,478.0,1524.0,467.0,3.7364,190400.0,NEAR BAY +-122.02,37.54,31.0,1240.0,264.0,719.0,236.0,3.535,210300.0,NEAR BAY +-122.03,37.54,16.0,4458.0,856.0,3038.0,870.0,5.0739,208000.0,NEAR BAY +-122.03,37.53,18.0,1746.0,437.0,1268.0,404.0,3.256,183300.0,NEAR BAY +-122.01,37.53,19.0,4572.0,712.0,2346.0,709.0,6.0667,245700.0,NEAR BAY +-122.02,37.53,21.0,4280.0,673.0,2216.0,681.0,5.7072,242200.0,NEAR BAY +-122.0,37.51,7.0,6352.0,1390.0,3223.0,1316.0,4.9867,181700.0,<1H OCEAN +-121.92,37.72,4.0,7477.0,1576.0,2937.0,1506.0,5.1437,299400.0,<1H OCEAN +-121.92,37.72,22.0,4638.0,716.0,2302.0,687.0,5.347,219500.0,<1H OCEAN +-121.91,37.71,25.0,4377.0,668.0,2038.0,671.0,5.7233,231800.0,<1H OCEAN +-121.93,37.72,26.0,3816.0,637.0,1935.0,642.0,4.4697,221300.0,<1H OCEAN +-121.93,37.72,26.0,2806.0,459.0,1453.0,444.0,4.9107,213800.0,<1H OCEAN +-121.93,37.71,26.0,4822.0,845.0,2288.0,805.0,4.2281,206000.0,<1H OCEAN +-121.94,37.71,15.0,6473.0,1027.0,2484.0,970.0,5.0143,271100.0,<1H OCEAN +-121.96,37.71,6.0,8072.0,1050.0,3386.0,1062.0,7.2494,336500.0,<1H OCEAN +-121.92,37.64,46.0,1280.0,209.0,512.0,208.0,5.1406,315600.0,INLAND +-121.93,37.66,24.0,3166.0,424.0,1081.0,400.0,8.3337,500001.0,<1H OCEAN +-121.92,37.69,13.0,3742.0,555.0,1590.0,559.0,7.316,285400.0,<1H OCEAN +-121.9,37.66,18.0,7397.0,1137.0,3126.0,1115.0,6.4994,323000.0,INLAND +-121.92,37.68,23.0,1655.0,223.0,706.0,219.0,7.2211,291900.0,<1H OCEAN +-121.93,37.7,3.0,2456.0,582.0,793.0,456.0,4.4087,225600.0,<1H OCEAN +-121.91,37.69,23.0,2179.0,308.0,926.0,299.0,5.9345,259600.0,<1H OCEAN +-121.91,37.68,20.0,1804.0,254.0,831.0,260.0,6.177,262900.0,<1H OCEAN +-121.91,37.68,18.0,3631.0,547.0,1700.0,520.0,5.817,257300.0,<1H OCEAN +-121.91,37.69,18.0,2876.0,423.0,1395.0,427.0,6.3132,259200.0,<1H OCEAN +-121.89,37.68,12.0,7490.0,1207.0,3329.0,1136.0,6.3373,339700.0,<1H OCEAN +-121.88,37.68,23.0,2234.0,270.0,854.0,286.0,7.333,337200.0,INLAND +-121.89,37.68,22.0,1898.0,239.0,734.0,245.0,6.2918,334100.0,<1H OCEAN +-121.88,37.67,16.0,4070.0,624.0,1543.0,577.0,6.5214,311500.0,INLAND +-121.88,37.67,25.0,2244.0,301.0,937.0,324.0,6.4524,296900.0,INLAND +-121.89,37.67,20.0,2948.0,471.0,1181.0,474.0,6.0604,247900.0,INLAND +-121.89,37.67,19.0,2034.0,288.0,852.0,295.0,6.5285,300400.0,INLAND +-121.9,37.67,15.0,2130.0,273.0,876.0,285.0,7.2639,332400.0,<1H OCEAN +-121.9,37.67,7.0,9540.0,1294.0,3926.0,1229.0,7.4353,389800.0,<1H OCEAN +-121.88,37.66,29.0,2702.0,680.0,1360.0,642.0,3.1127,233000.0,INLAND +-121.87,37.66,39.0,522.0,116.0,161.0,102.0,2.4896,238500.0,INLAND +-121.87,37.66,52.0,775.0,134.0,315.0,123.0,5.0677,233300.0,INLAND +-121.89,37.66,3.0,1565.0,464.0,769.0,461.0,2.1187,231300.0,INLAND +-121.88,37.64,20.0,1309.0,184.0,514.0,172.0,10.9506,475800.0,INLAND +-121.87,37.57,13.0,5519.0,833.0,2444.0,825.0,7.0691,393200.0,<1H OCEAN +-121.87,37.67,10.0,4337.0,800.0,1813.0,743.0,5.5,247200.0,INLAND +-121.87,37.67,28.0,1812.0,294.0,853.0,278.0,4.9879,229400.0,INLAND +-121.85,37.68,4.0,4719.0,741.0,1895.0,742.0,6.8132,282500.0,INLAND +-121.85,37.66,14.0,4236.0,701.0,1833.0,663.0,5.6399,300600.0,INLAND +-121.86,37.66,22.0,3634.0,664.0,1699.0,640.0,4.1597,293200.0,INLAND +-121.87,37.66,27.0,1569.0,242.0,583.0,214.0,5.7519,278500.0,INLAND +-121.84,37.66,13.0,13182.0,2074.0,4847.0,1950.0,5.6417,352900.0,INLAND +-121.85,37.72,43.0,228.0,40.0,83.0,42.0,10.3203,400000.0,INLAND +-121.82,37.73,47.0,127.0,23.0,51.0,21.0,4.3472,375000.0,INLAND +-121.86,37.7,13.0,9621.0,1344.0,4389.0,1391.0,6.6827,313700.0,INLAND +-121.89,37.69,4.0,6159.0,1510.0,2649.0,1241.0,3.62,139300.0,<1H OCEAN +-121.77,37.65,16.0,4290.0,554.0,1952.0,576.0,7.3588,327500.0,INLAND +-121.62,37.61,26.0,1786.0,306.0,771.0,279.0,5.7239,430600.0,INLAND +-121.61,37.77,32.0,404.0,74.0,144.0,58.0,4.2083,125000.0,INLAND +-121.72,37.7,17.0,1671.0,352.0,729.0,252.0,6.1023,450000.0,INLAND +-121.73,37.71,12.0,5608.0,1049.0,2595.0,1067.0,3.9864,200200.0,INLAND +-121.75,37.71,11.0,12070.0,2220.0,5826.0,2125.0,4.8624,192400.0,INLAND +-121.77,37.74,25.0,494.0,81.0,254.0,85.0,9.1531,418800.0,INLAND +-121.8,37.7,22.0,5533.0,943.0,2474.0,910.0,4.7361,216800.0,INLAND +-121.8,37.69,17.0,3956.0,639.0,2222.0,662.0,5.4324,215500.0,INLAND +-121.82,37.69,12.0,1906.0,351.0,802.0,319.0,4.9375,227700.0,INLAND +-121.76,37.69,29.0,3433.0,711.0,1919.0,709.0,3.3841,184400.0,INLAND +-121.77,37.68,36.0,1687.0,372.0,950.0,372.0,3.5532,158400.0,INLAND +-121.78,37.69,34.0,2358.0,498.0,1157.0,461.0,3.3618,174600.0,INLAND +-121.78,37.69,35.0,2853.0,588.0,1761.0,572.0,4.3533,168400.0,INLAND +-121.79,37.69,25.0,6296.0,1082.0,3200.0,1047.0,4.5357,188400.0,INLAND +-121.76,37.7,9.0,3980.0,736.0,1705.0,679.0,5.7068,256700.0,INLAND +-121.75,37.69,26.0,2647.0,536.0,1422.0,522.0,3.7212,183800.0,INLAND +-121.75,37.68,35.0,1755.0,299.0,702.0,263.0,5.2443,183400.0,INLAND +-121.76,37.68,35.0,1864.0,357.0,1189.0,349.0,4.2361,177500.0,INLAND +-121.76,37.68,32.0,1078.0,207.0,555.0,197.0,3.1856,186900.0,INLAND +-121.73,37.68,17.0,20354.0,3493.0,8768.0,3293.0,5.4496,238900.0,INLAND +-121.78,37.68,17.0,3112.0,872.0,1392.0,680.0,3.0222,172500.0,INLAND +-121.77,37.68,44.0,495.0,112.0,277.0,109.0,2.6667,179200.0,INLAND +-121.76,37.68,52.0,2157.0,418.0,929.0,419.0,3.7301,204400.0,INLAND +-121.77,37.68,41.0,1501.0,299.0,629.0,288.0,4.6806,209400.0,INLAND +-121.77,37.67,20.0,8068.0,1217.0,3489.0,1259.0,5.7907,264200.0,INLAND +-121.76,37.67,6.0,3023.0,518.0,1225.0,468.0,6.3705,350000.0,INLAND +-121.78,37.67,26.0,2211.0,344.0,1024.0,321.0,5.2649,199800.0,INLAND +-121.79,37.67,26.0,2163.0,339.0,947.0,346.0,6.0797,211000.0,INLAND +-121.78,37.67,28.0,1773.0,278.0,804.0,269.0,4.8571,201100.0,INLAND +-121.78,37.66,25.0,1947.0,418.0,900.0,354.0,3.8523,193000.0,INLAND +-121.79,37.66,22.0,14701.0,2210.0,6693.0,2232.0,5.98,245000.0,INLAND +-119.78,38.69,17.0,1364.0,282.0,338.0,152.0,2.45,117600.0,INLAND +-119.93,38.72,15.0,2061.0,465.0,573.0,196.0,2.2417,97900.0,INLAND +-120.0,38.52,16.0,3045.0,543.0,202.0,102.0,3.15,140600.0,INLAND +-120.56,38.48,14.0,3545.0,702.0,946.0,411.0,3.4609,120900.0,INLAND +-120.59,38.45,13.0,2944.0,558.0,1091.0,466.0,3.0,119000.0,INLAND +-120.55,38.46,16.0,1443.0,249.0,435.0,181.0,3.2031,129200.0,INLAND +-120.55,38.45,17.0,2277.0,474.0,767.0,356.0,2.5208,99100.0,INLAND +-120.55,38.43,18.0,1564.0,357.0,618.0,277.0,2.3549,108900.0,INLAND +-120.25,38.55,15.0,4403.0,891.0,1103.0,433.0,3.0125,111700.0,INLAND +-120.79,38.54,34.0,1133.0,254.0,495.0,187.0,2.05,68900.0,INLAND +-120.8,38.51,23.0,1001.0,195.0,369.0,157.0,3.125,96400.0,INLAND +-120.65,38.5,10.0,1783.0,337.0,638.0,262.0,2.65,116700.0,INLAND +-120.76,38.47,17.0,1521.0,309.0,607.0,240.0,3.5,123800.0,INLAND +-120.88,38.45,25.0,1374.0,297.0,657.0,288.0,2.5476,97900.0,INLAND +-120.79,38.43,40.0,1391.0,246.0,546.0,214.0,3.9107,129800.0,INLAND +-120.69,38.44,13.0,1473.0,265.0,597.0,228.0,4.2917,121300.0,INLAND +-120.93,38.5,15.0,1248.0,234.0,529.0,216.0,3.3393,107200.0,INLAND +-120.97,38.42,16.0,1748.0,322.0,4930.0,287.0,4.3029,121900.0,INLAND +-120.87,38.37,28.0,3998.0,765.0,1614.0,698.0,2.8125,113400.0,INLAND +-120.98,38.34,27.0,3471.0,653.0,1793.0,600.0,3.5508,99100.0,INLAND +-120.88,38.32,18.0,2791.0,492.0,1187.0,438.0,3.2589,103000.0,INLAND +-120.93,38.26,13.0,2084.0,449.0,834.0,305.0,3.2937,114200.0,INLAND +-120.72,38.42,17.0,5654.0,1085.0,2237.0,953.0,3.0465,144100.0,INLAND +-120.77,38.38,15.0,4221.0,816.0,1737.0,743.0,2.3125,128600.0,INLAND +-120.72,38.38,9.0,1787.0,347.0,806.0,306.0,2.525,157200.0,INLAND +-120.66,38.4,18.0,2144.0,420.0,985.0,381.0,3.175,118500.0,INLAND +-120.65,38.42,23.0,1538.0,305.0,730.0,267.0,2.6078,116700.0,INLAND +-120.62,38.39,15.0,3750.0,691.0,1444.0,603.0,2.7399,134800.0,INLAND +-120.69,38.36,19.0,3267.0,614.0,1252.0,566.0,2.7236,109900.0,INLAND +-120.71,38.34,16.0,1257.0,231.0,559.0,213.0,4.4531,144300.0,INLAND +-120.8,38.31,37.0,1341.0,256.0,533.0,242.0,3.2135,123600.0,INLAND +-121.83,39.76,12.0,9831.0,1921.0,4644.0,1775.0,3.1142,112600.0,INLAND +-121.82,39.76,23.0,6010.0,1116.0,2710.0,1149.0,3.0068,107300.0,INLAND +-121.86,39.78,12.0,7653.0,1578.0,3628.0,1494.0,3.0905,117800.0,INLAND +-121.85,39.77,17.0,5273.0,1177.0,2446.0,1199.0,1.9362,89900.0,INLAND +-121.84,39.76,14.0,2351.0,620.0,1215.0,548.0,2.3155,102300.0,INLAND +-121.86,39.76,19.0,7254.0,1785.0,4030.0,1667.0,2.0094,87300.0,INLAND +-121.89,39.76,15.0,10265.0,1860.0,4591.0,1906.0,3.07,142600.0,INLAND +-121.88,39.74,12.0,14631.0,3298.0,7517.0,3262.0,1.6785,153100.0,INLAND +-121.87,39.75,22.0,1707.0,296.0,822.0,297.0,3.6625,126600.0,INLAND +-121.86,39.75,18.0,1651.0,309.0,856.0,293.0,3.5046,118300.0,INLAND +-121.87,39.74,7.0,1737.0,290.0,747.0,265.0,3.9,147000.0,INLAND +-121.85,39.75,39.0,568.0,127.0,267.0,129.0,1.8095,78100.0,INLAND +-121.85,39.74,39.0,1139.0,265.0,623.0,264.0,2.2833,85800.0,INLAND +-121.85,39.74,41.0,2901.0,689.0,1426.0,632.0,1.5633,84500.0,INLAND +-121.85,39.73,52.0,444.0,80.0,1107.0,98.0,3.4191,137500.0,INLAND +-121.85,39.73,17.0,3425.0,827.0,2469.0,758.0,0.9393,88900.0,INLAND +-121.86,39.74,13.0,3494.0,843.0,1571.0,784.0,1.1019,120200.0,INLAND +-121.84,39.75,29.0,4362.0,1053.0,2053.0,1000.0,1.7284,74500.0,INLAND +-121.84,39.74,43.0,2976.0,599.0,1181.0,560.0,2.2621,85100.0,INLAND +-121.83,39.74,34.0,3263.0,604.0,1290.0,594.0,2.575,130300.0,INLAND +-121.8,39.75,28.0,2551.0,378.0,1011.0,374.0,4.3309,125200.0,INLAND +-121.82,39.75,29.0,7744.0,1375.0,3316.0,1365.0,3.0253,111400.0,INLAND +-121.82,39.75,37.0,2236.0,372.0,974.0,379.0,3.2016,97000.0,INLAND +-121.8,39.75,11.0,7212.0,1355.0,3264.0,1264.0,3.1125,122600.0,INLAND +-121.79,39.73,8.0,5690.0,1189.0,2887.0,1077.0,3.0625,116300.0,INLAND +-121.78,39.71,8.0,140.0,28.0,84.0,29.0,2.125,179200.0,INLAND +-121.82,39.73,44.0,2923.0,659.0,1371.0,626.0,2.2925,85800.0,INLAND +-121.84,39.73,52.0,677.0,152.0,379.0,154.0,1.6797,94800.0,INLAND +-121.84,39.73,52.0,502.0,100.0,311.0,100.0,1.5481,200000.0,INLAND +-121.84,39.73,52.0,857.0,232.0,520.0,198.0,0.987,112500.0,INLAND +-121.84,39.72,52.0,1457.0,389.0,802.0,342.0,0.9566,69000.0,INLAND +-121.84,39.73,52.0,957.0,263.0,513.0,223.0,1.3672,55000.0,INLAND +-121.83,39.73,52.0,1741.0,401.0,753.0,377.0,2.0064,77900.0,INLAND +-121.85,39.72,18.0,7272.0,1559.0,5022.0,1524.0,1.6911,98800.0,INLAND +-121.83,39.72,52.0,1890.0,420.0,974.0,383.0,1.6827,78700.0,INLAND +-121.81,39.7,21.0,5051.0,1054.0,2948.0,980.0,1.5863,81300.0,INLAND +-121.82,39.73,33.0,2242.0,517.0,1160.0,449.0,1.7426,60300.0,INLAND +-121.82,39.72,42.0,2978.0,694.0,1879.0,679.0,1.5064,66300.0,INLAND +-121.81,39.71,18.0,1222.0,250.0,708.0,281.0,2.0288,116700.0,INLAND +-121.87,39.82,11.0,5103.0,825.0,2456.0,810.0,4.5032,159700.0,INLAND +-121.89,39.71,26.0,2741.0,451.0,1217.0,437.0,3.7007,139200.0,INLAND +-121.97,39.79,16.0,1453.0,299.0,904.0,286.0,3.5735,89600.0,INLAND +-121.84,39.68,38.0,549.0,105.0,275.0,94.0,3.5375,153100.0,INLAND +-121.8,39.64,25.0,2202.0,422.0,1109.0,403.0,2.8306,87500.0,INLAND +-121.77,39.66,20.0,3759.0,,1705.0,600.0,4.712,158600.0,INLAND +-121.74,39.59,24.0,1535.0,279.0,726.0,272.0,2.3833,95100.0,INLAND +-121.9,39.59,20.0,1465.0,278.0,745.0,250.0,3.0625,93800.0,INLAND +-121.75,39.88,16.0,2867.0,559.0,1203.0,449.0,2.7143,95300.0,INLAND +-121.68,39.82,15.0,3996.0,748.0,1786.0,728.0,3.5189,141300.0,INLAND +-121.54,40.06,17.0,858.0,262.0,47.0,27.0,2.4028,67500.0,INLAND +-121.51,39.97,22.0,1468.0,285.0,611.0,235.0,2.3036,73000.0,INLAND +-121.59,39.86,14.0,1527.0,269.0,665.0,261.0,2.8657,119600.0,INLAND +-121.58,39.83,16.0,4591.0,904.0,1904.0,812.0,2.2419,93200.0,INLAND +-121.6,39.8,10.0,1742.0,307.0,721.0,312.0,2.4537,117900.0,INLAND +-121.62,39.79,11.0,3835.0,727.0,1456.0,658.0,2.5374,97200.0,INLAND +-121.59,39.82,12.0,1958.0,369.0,875.0,354.0,2.3507,97600.0,INLAND +-121.6,39.83,12.0,3744.0,699.0,1532.0,660.0,2.3079,95300.0,INLAND +-121.63,39.82,11.0,3974.0,727.0,1610.0,634.0,2.6147,107700.0,INLAND +-121.6,39.79,18.0,2672.0,533.0,1151.0,532.0,2.567,102900.0,INLAND +-121.59,39.79,20.0,743.0,171.0,395.0,168.0,1.625,88300.0,INLAND +-121.59,39.78,16.0,2754.0,570.0,1063.0,543.0,1.4048,86500.0,INLAND +-121.59,39.78,18.0,945.0,205.0,385.0,207.0,2.1838,58000.0,INLAND +-121.6,39.77,26.0,1503.0,343.0,699.0,296.0,1.875,84000.0,INLAND +-121.61,39.77,25.0,1612.0,313.0,837.0,303.0,2.963,89500.0,INLAND +-121.63,39.78,28.0,1677.0,327.0,770.0,309.0,2.6823,93400.0,INLAND +-121.57,39.8,23.0,790.0,137.0,365.0,152.0,2.1912,115200.0,INLAND +-121.57,39.78,18.0,2221.0,459.0,952.0,440.0,2.0458,105700.0,INLAND +-121.59,39.77,24.0,1535.0,276.0,664.0,273.0,2.3068,97300.0,INLAND +-121.58,39.79,19.0,2636.0,523.0,1184.0,465.0,2.7863,108600.0,INLAND +-121.57,39.76,20.0,1384.0,257.0,557.0,232.0,2.0882,104900.0,INLAND +-121.58,39.76,19.0,2487.0,485.0,1110.0,453.0,3.1061,110200.0,INLAND +-121.58,39.76,18.0,1676.0,332.0,733.0,318.0,1.7875,103800.0,INLAND +-121.59,39.75,20.0,908.0,206.0,481.0,211.0,2.2,80800.0,INLAND +-121.6,39.77,23.0,2263.0,497.0,1138.0,455.0,2.3403,87300.0,INLAND +-121.6,39.76,22.0,2447.0,556.0,1157.0,556.0,1.8245,85500.0,INLAND +-121.61,39.76,31.0,2431.0,512.0,1026.0,427.0,2.5428,85000.0,INLAND +-121.62,39.77,23.0,1759.0,366.0,788.0,359.0,1.8125,93500.0,INLAND +-121.65,39.76,31.0,1599.0,318.0,794.0,303.0,3.0,96700.0,INLAND +-121.63,39.76,22.0,2598.0,482.0,1151.0,490.0,2.8182,109700.0,INLAND +-121.62,39.76,14.0,2063.0,559.0,934.0,529.0,1.7788,85800.0,INLAND +-121.62,39.75,20.0,1173.0,261.0,523.0,258.0,1.0625,92800.0,INLAND +-121.63,39.75,37.0,1296.0,296.0,569.0,257.0,1.8616,70500.0,INLAND +-121.64,39.74,20.0,1808.0,334.0,763.0,335.0,2.3711,121800.0,INLAND +-121.71,39.71,17.0,2748.0,556.0,1174.0,514.0,3.066,102600.0,INLAND +-121.66,39.66,17.0,3502.0,655.0,1763.0,613.0,2.9625,101200.0,INLAND +-121.56,39.69,8.0,2836.0,522.0,1163.0,512.0,3.13,168300.0,INLAND +-121.57,39.74,17.0,1619.0,292.0,705.0,285.0,2.4623,126100.0,INLAND +-121.59,39.74,17.0,1646.0,330.0,750.0,344.0,2.3798,83800.0,INLAND +-121.6,39.75,19.0,2888.0,591.0,984.0,499.0,1.9766,92600.0,INLAND +-121.6,39.68,15.0,1677.0,345.0,844.0,330.0,2.3958,111200.0,INLAND +-121.5,39.83,15.0,1896.0,408.0,893.0,334.0,1.6948,87500.0,INLAND +-121.41,39.72,17.0,1583.0,331.0,730.0,306.0,2.3895,87500.0,INLAND +-121.39,39.61,22.0,2828.0,610.0,986.0,391.0,2.8871,94700.0,INLAND +-121.24,39.65,35.0,632.0,148.0,221.0,102.0,2.3684,62500.0,INLAND +-121.19,39.55,17.0,1483.0,284.0,481.0,211.0,1.4896,83300.0,INLAND +-121.36,39.52,15.0,2490.0,527.0,1229.0,497.0,2.3917,85700.0,INLAND +-121.56,39.52,9.0,818.0,197.0,358.0,197.0,1.7708,79500.0,INLAND +-121.56,39.52,26.0,1957.0,429.0,945.0,397.0,1.7308,53600.0,INLAND +-121.56,39.53,12.0,1733.0,421.0,1861.0,415.0,1.5771,65200.0,INLAND +-121.54,39.6,15.0,886.0,204.0,576.0,205.0,2.1467,84100.0,INLAND +-121.46,39.54,14.0,5549.0,1000.0,1822.0,919.0,2.9562,142300.0,INLAND +-121.49,39.52,25.0,848.0,153.0,436.0,155.0,3.9028,93800.0,INLAND +-121.44,39.5,26.0,1652.0,325.0,790.0,292.0,3.0446,90800.0,INLAND +-121.47,39.49,17.0,1554.0,242.0,553.0,230.0,3.2174,91800.0,INLAND +-121.47,39.51,19.0,3720.0,636.0,1304.0,607.0,2.6921,97500.0,INLAND +-121.53,39.53,35.0,1806.0,293.0,683.0,295.0,4.5156,91200.0,INLAND +-121.53,39.52,30.0,1030.0,161.0,448.0,159.0,2.4821,73800.0,INLAND +-121.53,39.52,24.0,1028.0,185.0,471.0,186.0,2.9688,86400.0,INLAND +-121.54,39.51,33.0,3585.0,757.0,1887.0,765.0,2.502,62100.0,INLAND +-121.52,39.51,30.0,3085.0,610.0,1688.0,575.0,2.334,72200.0,INLAND +-121.55,39.51,39.0,1551.0,353.0,684.0,310.0,2.0357,57600.0,INLAND +-121.55,39.51,48.0,827.0,198.0,396.0,161.0,0.8024,58300.0,INLAND +-121.55,39.51,50.0,1050.0,288.0,485.0,260.0,1.1607,51700.0,INLAND +-121.56,39.51,47.0,1064.0,245.0,603.0,190.0,1.3654,57900.0,INLAND +-121.56,39.51,46.0,1885.0,385.0,871.0,347.0,1.6352,53100.0,INLAND +-121.57,39.5,31.0,2023.0,469.0,1073.0,436.0,1.5714,56100.0,INLAND +-121.58,39.52,25.0,2409.0,490.0,1384.0,479.0,1.9956,58000.0,INLAND +-121.58,39.51,24.0,1865.0,372.0,1087.0,385.0,1.6389,56700.0,INLAND +-121.58,39.5,29.0,1947.0,383.0,925.0,337.0,2.1658,57600.0,INLAND +-121.62,39.5,18.0,2105.0,416.0,974.0,385.0,1.6346,63300.0,INLAND +-121.61,39.52,24.0,1610.0,324.0,909.0,323.0,1.8661,59800.0,INLAND +-121.65,39.53,23.0,1387.0,325.0,640.0,289.0,1.4833,65200.0,INLAND +-121.57,39.48,15.0,202.0,54.0,145.0,40.0,0.8252,42500.0,INLAND +-121.55,39.5,26.0,3215.0,827.0,2041.0,737.0,1.0585,45100.0,INLAND +-121.54,39.5,38.0,1438.0,310.0,779.0,275.0,1.3289,39400.0,INLAND +-121.53,39.49,19.0,1537.0,329.0,617.0,274.0,1.5313,50300.0,INLAND +-121.54,39.48,29.0,2896.0,596.0,1809.0,617.0,1.8047,53800.0,INLAND +-121.54,39.47,14.0,1724.0,315.0,939.0,302.0,2.4952,53900.0,INLAND +-121.55,39.48,41.0,461.0,107.0,284.0,90.0,2.2045,41800.0,INLAND +-121.49,39.49,20.0,2505.0,468.0,1174.0,429.0,2.9965,88900.0,INLAND +-121.52,39.5,33.0,1462.0,241.0,569.0,231.0,3.2833,82600.0,INLAND +-121.52,39.49,30.0,1217.0,238.0,677.0,233.0,2.6563,63600.0,INLAND +-121.52,39.48,21.0,2628.0,494.0,1364.0,468.0,2.0455,59400.0,INLAND +-121.55,39.45,18.0,2278.0,523.0,1185.0,475.0,1.3611,60600.0,INLAND +-121.53,39.44,26.0,1340.0,255.0,662.0,239.0,2.6071,57100.0,INLAND +-121.55,39.44,31.0,1434.0,283.0,811.0,289.0,1.7727,49000.0,INLAND +-121.52,39.43,15.0,2119.0,389.0,1079.0,374.0,2.3566,80400.0,INLAND +-121.46,39.4,17.0,3659.0,735.0,1970.0,667.0,2.425,96200.0,INLAND +-121.39,39.39,52.0,189.0,34.0,121.0,37.0,3.0208,60000.0,INLAND +-121.54,39.33,27.0,720.0,150.0,359.0,138.0,2.5313,61300.0,INLAND +-121.59,39.39,22.0,2515.0,482.0,1284.0,462.0,2.1776,73800.0,INLAND +-121.67,39.37,27.0,2599.0,502.0,1241.0,502.0,1.9943,86300.0,INLAND +-121.65,39.35,24.0,1003.0,251.0,1098.0,227.0,1.7552,86400.0,INLAND +-121.67,39.34,22.0,1217.0,224.0,537.0,187.0,2.6607,84600.0,INLAND +-121.65,39.32,40.0,812.0,154.0,374.0,142.0,2.7891,73500.0,INLAND +-121.69,39.36,29.0,2220.0,471.0,1170.0,428.0,2.3224,56200.0,INLAND +-121.7,39.37,32.0,1852.0,373.0,911.0,365.0,1.7885,57000.0,INLAND +-121.7,39.36,46.0,1210.0,243.0,523.0,242.0,1.91,63900.0,INLAND +-121.7,39.36,37.0,2330.0,495.0,1505.0,470.0,2.0474,56000.0,INLAND +-121.69,39.36,34.0,842.0,186.0,635.0,165.0,1.8355,63000.0,INLAND +-121.74,39.38,27.0,2596.0,435.0,1100.0,409.0,2.3243,85500.0,INLAND +-121.8,39.33,30.0,1019.0,192.0,501.0,185.0,2.5259,81300.0,INLAND +-121.71,39.42,21.0,1432.0,284.0,862.0,275.0,2.2813,57600.0,INLAND +-121.71,39.41,22.0,1814.0,342.0,941.0,323.0,2.1728,59400.0,INLAND +-121.75,39.4,29.0,1687.0,327.0,864.0,334.0,2.4943,81900.0,INLAND +-121.79,39.48,39.0,1105.0,180.0,408.0,166.0,3.3929,82100.0,INLAND +-120.46,38.15,16.0,4221.0,781.0,1516.0,697.0,2.3816,116000.0,INLAND +-120.55,38.12,10.0,1566.0,325.0,785.0,291.0,2.5,116100.0,INLAND +-120.56,38.09,34.0,2745.0,559.0,1150.0,491.0,2.3654,94900.0,INLAND +-120.55,38.07,27.0,1199.0,224.0,463.0,199.0,2.9063,92200.0,INLAND +-120.54,38.07,37.0,736.0,148.0,339.0,140.0,2.2875,79900.0,INLAND +-120.67,37.97,9.0,7450.0,1475.0,2233.0,930.0,2.6528,133000.0,INLAND +-120.46,38.09,16.0,3758.0,715.0,1777.0,615.0,3.0,122600.0,INLAND +-120.79,38.24,19.0,1003.0,235.0,538.0,190.0,2.9821,90400.0,INLAND +-120.9,38.2,16.0,3120.0,641.0,1319.0,526.0,2.0472,93200.0,INLAND +-120.88,38.16,8.0,2029.0,387.0,1000.0,364.0,4.0109,125900.0,INLAND +-120.91,38.11,9.0,3585.0,680.0,1800.0,598.0,3.636,133100.0,INLAND +-120.76,38.12,7.0,7188.0,1288.0,3175.0,1115.0,3.8488,130600.0,INLAND +-120.65,38.28,21.0,3095.0,681.0,1341.0,546.0,2.1382,104000.0,INLAND +-120.72,38.24,32.0,2685.0,543.0,1061.0,492.0,2.5473,101600.0,INLAND +-120.67,38.19,17.0,2967.0,611.0,1387.0,564.0,2.0417,92600.0,INLAND +-120.57,38.2,13.0,4110.0,847.0,1796.0,706.0,2.6417,122300.0,INLAND +-120.43,38.25,13.0,763.0,161.0,311.0,125.0,2.4583,112500.0,INLAND +-120.56,38.39,20.0,1326.0,307.0,563.0,237.0,2.6667,86600.0,INLAND +-120.54,38.41,21.0,1435.0,294.0,668.0,267.0,2.5667,77400.0,INLAND +-120.42,38.42,18.0,2912.0,663.0,999.0,411.0,2.7344,91900.0,INLAND +-120.41,38.33,17.0,1463.0,338.0,529.0,226.0,3.024,100900.0,INLAND +-120.55,38.31,18.0,1411.0,312.0,592.0,230.0,1.625,94700.0,INLAND +-120.57,38.35,17.0,1504.0,358.0,661.0,250.0,2.2604,84800.0,INLAND +-120.36,38.21,10.0,4300.0,845.0,1480.0,609.0,2.8208,139900.0,INLAND +-120.34,38.23,10.0,3757.0,722.0,546.0,223.0,3.75,121400.0,INLAND +-120.33,38.26,13.0,2962.0,546.0,252.0,103.0,4.4063,155800.0,INLAND +-120.34,38.25,17.0,5497.0,1056.0,997.0,408.0,2.9821,111500.0,INLAND +-120.37,38.23,13.0,4401.0,829.0,924.0,383.0,2.6942,123500.0,INLAND +-120.37,38.25,13.0,4495.0,856.0,1149.0,459.0,2.5352,113700.0,INLAND +-120.27,38.29,10.0,3486.0,695.0,298.0,124.0,3.3542,103800.0,INLAND +-120.27,38.31,13.0,3297.0,662.0,267.0,97.0,3.075,108300.0,INLAND +-120.19,38.42,11.0,1568.0,369.0,82.0,33.0,3.125,77500.0,INLAND +-121.91,39.03,48.0,1096.0,218.0,657.0,199.0,2.7841,65800.0,INLAND +-122.0,38.99,39.0,1548.0,323.0,815.0,286.0,2.9489,67500.0,INLAND +-122.13,39.0,23.0,3832.0,774.0,2435.0,747.0,2.2754,59200.0,INLAND +-121.99,39.15,17.0,6440.0,1204.0,3266.0,1142.0,2.7137,72000.0,INLAND +-122.04,39.22,27.0,1446.0,295.0,670.0,281.0,3.2625,92800.0,INLAND +-122.08,39.25,52.0,224.0,38.0,120.0,45.0,3.017,112500.0,INLAND +-122.33,39.1,10.0,266.0,62.0,154.0,49.0,2.25,75000.0,INLAND +-122.2,39.15,33.0,1064.0,174.0,434.0,147.0,3.125,108000.0,INLAND +-122.09,39.13,28.0,4169.0,895.0,2587.0,810.0,2.331,65500.0,INLAND +-122.05,39.34,44.0,1064.0,230.0,494.0,175.0,2.875,61500.0,INLAND +-122.17,39.31,35.0,2791.0,552.0,1395.0,476.0,2.5625,62700.0,INLAND +-122.51,39.3,19.0,1629.0,386.0,551.0,214.0,1.7463,68800.0,INLAND +-122.01,39.21,50.0,1592.0,372.0,781.0,307.0,2.2679,69100.0,INLAND +-122.01,39.21,52.0,1989.0,392.0,985.0,396.0,2.5556,75800.0,INLAND +-122.01,39.21,39.0,1214.0,250.0,660.0,249.0,2.4559,75000.0,INLAND +-121.96,39.3,39.0,701.0,130.0,271.0,89.0,2.1845,112500.0,INLAND +-121.65,38.03,28.0,3144.0,694.0,1095.0,482.0,3.4402,192400.0,INLAND +-121.63,38.03,17.0,2549.0,596.0,1169.0,500.0,3.6694,209400.0,INLAND +-121.63,38.04,25.0,2019.0,411.0,888.0,326.0,3.2619,183800.0,INLAND +-121.73,38.0,3.0,9217.0,1522.0,3578.0,1272.0,5.0016,189100.0,INLAND +-121.72,38.0,7.0,7957.0,1314.0,4460.0,1293.0,4.9618,156500.0,INLAND +-121.72,37.98,5.0,7105.0,1143.0,3523.0,1088.0,5.0468,168800.0,INLAND +-121.68,37.98,19.0,3388.0,599.0,1707.0,575.0,3.6411,162800.0,INLAND +-121.7,37.98,9.0,3079.0,519.0,1562.0,512.0,5.1041,172900.0,INLAND +-121.71,37.99,27.0,3861.0,718.0,2085.0,707.0,3.3558,129700.0,INLAND +-121.67,37.99,22.0,1046.0,195.0,527.0,164.0,4.375,213500.0,INLAND +-121.68,37.93,44.0,1014.0,225.0,704.0,238.0,1.6554,119400.0,INLAND +-121.7,37.94,36.0,1710.0,320.0,861.0,300.0,2.8828,131100.0,INLAND +-121.69,37.95,15.0,1850.0,441.0,1348.0,403.0,3.8125,125400.0,INLAND +-121.7,37.96,33.0,2396.0,452.0,1391.0,465.0,3.2813,151400.0,INLAND +-121.66,37.93,19.0,2055.0,358.0,1064.0,350.0,4.7426,263100.0,INLAND +-121.7,37.91,17.0,1962.0,291.0,825.0,267.0,4.8958,187100.0,INLAND +-121.7,37.93,19.0,2005.0,405.0,972.0,403.0,2.2216,156700.0,INLAND +-121.74,37.95,5.0,4980.0,774.0,2399.0,763.0,5.7104,186300.0,INLAND +-121.7,37.93,10.0,3258.0,612.0,1779.0,558.0,4.6587,152500.0,INLAND +-121.6,37.91,13.0,2479.0,394.0,1075.0,350.0,5.1017,241400.0,INLAND +-121.6,37.9,5.0,14684.0,2252.0,4276.0,1722.0,6.9051,340900.0,INLAND +-121.61,37.86,30.0,1428.0,287.0,989.0,287.0,3.691,154400.0,INLAND +-121.64,37.85,22.0,1999.0,415.0,967.0,320.0,4.4583,253900.0,INLAND +-121.8,38.01,46.0,2273.0,495.0,1088.0,447.0,2.2532,109400.0,INLAND +-121.81,38.01,47.0,1942.0,430.0,1074.0,393.0,2.2361,105100.0,INLAND +-121.81,38.01,52.0,1124.0,245.0,528.0,226.0,2.2639,128500.0,INLAND +-121.82,38.02,46.0,176.0,43.0,101.0,40.0,2.2361,93800.0,INLAND +-121.82,38.01,42.0,1017.0,253.0,798.0,266.0,2.1719,99100.0,INLAND +-121.82,38.01,50.0,1120.0,281.0,625.0,239.0,1.5988,96400.0,INLAND +-121.82,38.01,25.0,3018.0,606.0,1614.0,568.0,3.4722,127000.0,INLAND +-121.84,38.02,46.0,66.0,22.0,37.0,21.0,0.536,87500.0,INLAND +-121.78,38.01,19.0,2688.0,469.0,1216.0,422.0,4.4491,133900.0,INLAND +-121.79,38.01,17.0,4032.0,814.0,1749.0,618.0,3.1728,146800.0,INLAND +-121.79,38.0,34.0,3090.0,593.0,1588.0,566.0,3.6118,124700.0,INLAND +-121.8,38.01,44.0,3184.0,581.0,1399.0,548.0,2.7234,110200.0,INLAND +-121.8,38.01,37.0,3058.0,567.0,1351.0,523.0,3.5179,130800.0,INLAND +-121.78,38.0,8.0,2371.0,375.0,1094.0,396.0,5.3245,174500.0,INLAND +-121.77,38.01,13.0,2983.0,534.0,1417.0,510.0,3.9861,168100.0,INLAND +-121.81,37.99,18.0,2807.0,445.0,1315.0,437.0,4.8194,170400.0,INLAND +-121.81,37.99,22.0,2331.0,359.0,1086.0,340.0,5.1435,150800.0,INLAND +-121.82,37.98,13.0,3995.0,605.0,1969.0,607.0,5.0164,165200.0,INLAND +-121.82,38.01,47.0,1265.0,254.0,587.0,247.0,2.6364,93500.0,INLAND +-121.82,38.0,29.0,2070.0,452.0,985.0,420.0,2.8466,113400.0,INLAND +-121.81,38.0,37.0,2724.0,579.0,1400.0,540.0,2.905,97300.0,INLAND +-121.82,38.0,30.0,3268.0,567.0,1714.0,565.0,4.4583,131000.0,INLAND +-121.85,38.0,26.0,3364.0,570.0,1806.0,566.0,4.2647,133400.0,INLAND +-121.85,38.0,24.0,2269.0,584.0,1239.0,542.0,2.0411,100000.0,INLAND +-121.83,38.0,15.0,6365.0,1646.0,3838.0,1458.0,2.5495,103600.0,INLAND +-121.83,38.0,25.0,1710.0,288.0,799.0,259.0,4.8359,145300.0,INLAND +-121.83,37.99,23.0,1150.0,174.0,572.0,174.0,4.9167,152400.0,INLAND +-121.83,37.99,23.0,1970.0,296.0,935.0,279.0,4.4853,145900.0,INLAND +-121.83,37.99,18.0,2741.0,449.0,1507.0,460.0,4.7566,142500.0,INLAND +-121.83,38.0,8.0,2572.0,738.0,1384.0,684.0,1.7161,75800.0,INLAND +-121.84,37.99,13.0,4545.0,952.0,2188.0,901.0,3.3625,126100.0,INLAND +-121.84,37.99,15.0,2380.0,385.0,1292.0,388.0,4.6029,142600.0,INLAND +-121.83,37.99,16.0,2919.0,462.0,1456.0,453.0,5.6779,164700.0,INLAND +-121.79,38.0,36.0,1141.0,234.0,562.0,213.0,2.5893,108500.0,INLAND +-121.79,37.99,10.0,4156.0,609.0,1878.0,586.0,5.6506,178600.0,INLAND +-121.79,37.99,18.0,3646.0,534.0,1651.0,535.0,5.7321,164700.0,INLAND +-121.8,38.0,34.0,2738.0,475.0,1316.0,459.0,3.5368,122500.0,INLAND +-121.8,37.99,16.0,3077.0,465.0,1575.0,446.0,5.5,179500.0,INLAND +-121.77,37.99,4.0,5623.0,780.0,2429.0,716.0,5.4409,205100.0,INLAND +-121.88,38.03,10.0,2769.0,619.0,1045.0,469.0,4.1111,158600.0,INLAND +-121.9,38.04,36.0,1489.0,331.0,838.0,259.0,1.2024,90200.0,INLAND +-121.86,38.04,52.0,242.0,59.0,188.0,54.0,1.3958,67500.0,INLAND +-121.87,38.02,52.0,2264.0,439.0,1403.0,476.0,2.7083,99400.0,INLAND +-121.88,38.03,52.0,1225.0,250.0,725.0,231.0,2.0,101400.0,INLAND +-121.9,38.03,51.0,2982.0,689.0,1831.0,608.0,2.0034,87700.0,INLAND +-121.88,38.02,46.0,2112.0,466.0,1249.0,382.0,2.5737,87000.0,INLAND +-121.89,38.02,36.0,2707.0,550.0,1827.0,545.0,3.3371,94600.0,INLAND +-121.9,38.02,5.0,1560.0,369.0,1037.0,372.0,3.6154,181800.0,INLAND +-121.87,38.02,31.0,3644.0,746.0,2229.0,678.0,3.1389,117800.0,INLAND +-121.88,38.0,16.0,2605.0,440.0,1352.0,408.0,4.1947,140300.0,INLAND +-121.88,38.01,9.0,5329.0,1284.0,2827.0,1202.0,2.7374,150000.0,INLAND +-121.89,38.01,30.0,4114.0,743.0,1994.0,722.0,4.2227,134400.0,INLAND +-121.88,38.0,22.0,721.0,117.0,367.0,129.0,5.3098,151900.0,INLAND +-121.86,38.0,4.0,4075.0,927.0,2239.0,849.0,3.5857,165200.0,INLAND +-121.86,38.0,16.0,3216.0,464.0,1504.0,453.0,5.25,161700.0,INLAND +-121.89,37.99,4.0,2171.0,597.0,928.0,461.0,4.1016,170500.0,INLAND +-121.88,37.99,16.0,3787.0,515.0,1606.0,507.0,5.5676,174200.0,INLAND +-121.87,38.0,17.0,2713.0,442.0,1475.0,415.0,4.8542,144100.0,INLAND +-121.87,37.99,15.0,2203.0,312.0,1051.0,311.0,4.9783,163900.0,INLAND +-121.89,38.01,28.0,3639.0,751.0,2362.0,641.0,3.0042,103900.0,INLAND +-121.9,38.02,12.0,1497.0,360.0,943.0,341.0,2.1417,122200.0,INLAND +-121.9,38.01,16.0,2604.0,454.0,1696.0,481.0,4.6628,136000.0,INLAND +-121.92,38.02,8.0,2750.0,479.0,1526.0,484.0,5.102,156500.0,INLAND +-121.89,38.01,32.0,1000.0,188.0,663.0,212.0,4.0972,99200.0,INLAND +-121.9,38.01,34.0,3779.0,766.0,2356.0,722.0,3.5129,110600.0,INLAND +-121.9,38.0,14.0,1930.0,363.0,990.0,322.0,4.1094,162200.0,INLAND +-121.9,38.0,14.0,2677.0,368.0,1288.0,375.0,6.0497,177500.0,INLAND +-121.92,38.01,7.0,1632.0,248.0,879.0,262.0,6.1237,166000.0,INLAND +-121.93,38.01,9.0,2294.0,389.0,1142.0,365.0,5.3363,160800.0,INLAND +-121.93,38.02,13.0,1524.0,286.0,940.0,308.0,5.1337,154800.0,INLAND +-121.95,38.03,5.0,5526.0,,3207.0,1012.0,4.0767,143100.0,INLAND +-121.94,38.03,27.0,1654.0,478.0,1141.0,420.0,1.4871,87100.0,INLAND +-121.96,38.02,35.0,2691.0,542.0,1409.0,505.0,3.016,95300.0,INLAND +-121.95,38.02,9.0,3360.0,833.0,2041.0,810.0,2.1013,100700.0,INLAND +-121.94,38.02,29.0,5765.0,1170.0,3266.0,1131.0,2.7907,113900.0,INLAND +-121.92,38.03,16.0,2176.0,464.0,1410.0,434.0,3.5436,100200.0,INLAND +-121.92,38.02,16.0,1840.0,355.0,1288.0,338.0,4.2067,125000.0,INLAND +-121.91,38.02,15.0,2966.0,558.0,1687.0,527.0,3.4817,129800.0,INLAND +-121.97,38.04,38.0,2505.0,554.0,1595.0,498.0,2.5833,83500.0,INLAND +-121.97,38.03,17.0,3685.0,685.0,1939.0,649.0,3.7043,139800.0,INLAND +-121.98,38.05,31.0,2810.0,518.0,1640.0,503.0,3.3661,98500.0,INLAND +-122.02,38.02,44.0,1465.0,247.0,817.0,237.0,4.8693,156900.0,NEAR BAY +-122.0,38.03,4.0,2341.0,408.0,1235.0,431.0,6.0424,165900.0,INLAND +-122.14,38.02,44.0,1625.0,432.0,825.0,385.0,2.0523,133900.0,NEAR BAY +-122.14,38.03,42.0,118.0,34.0,54.0,30.0,2.5795,225000.0,NEAR BAY +-122.13,38.02,52.0,2378.0,508.0,940.0,451.0,2.9583,166000.0,NEAR BAY +-122.13,38.01,48.0,2123.0,494.0,859.0,474.0,1.8523,144800.0,NEAR BAY +-122.14,38.01,50.0,1760.0,341.0,741.0,316.0,4.5,178300.0,NEAR BAY +-122.13,38.01,51.0,1262.0,309.0,608.0,298.0,2.1974,139300.0,NEAR BAY +-122.13,38.0,33.0,2821.0,652.0,1206.0,640.0,2.5481,150800.0,NEAR BAY +-122.16,38.02,40.0,1800.0,290.0,761.0,277.0,5.1265,196100.0,NEAR BAY +-122.11,38.01,39.0,1313.0,306.0,575.0,231.0,3.1711,116100.0,NEAR BAY +-122.11,38.01,41.0,1345.0,272.0,718.0,283.0,3.3831,129400.0,NEAR BAY +-122.12,38.0,20.0,6992.0,1404.0,3221.0,1334.0,4.2042,166400.0,NEAR BAY +-122.12,38.01,50.0,1300.0,263.0,691.0,239.0,3.9519,126500.0,NEAR BAY +-122.12,38.01,50.0,1738.0,355.0,837.0,363.0,3.609,135700.0,NEAR BAY +-122.12,38.01,42.0,2225.0,367.0,864.0,381.0,4.1189,172400.0,NEAR BAY +-122.09,38.02,37.0,1742.0,339.0,1128.0,345.0,3.8824,113700.0,NEAR BAY +-122.1,38.02,28.0,4308.0,824.0,2086.0,776.0,3.6523,159700.0,NEAR BAY +-122.07,38.0,37.0,978.0,202.0,462.0,184.0,3.625,156300.0,NEAR BAY +-122.09,38.0,6.0,10191.0,1882.0,4377.0,1789.0,5.2015,204200.0,NEAR BAY +-122.11,38.0,9.0,3424.0,583.0,1460.0,543.0,5.76,212600.0,NEAR BAY +-122.08,37.99,19.0,4657.0,739.0,1914.0,732.0,5.0509,199900.0,NEAR BAY +-122.09,37.99,19.0,3073.0,506.0,1773.0,493.0,5.4496,205400.0,NEAR BAY +-122.11,37.99,16.0,3913.0,710.0,1782.0,676.0,5.1297,206700.0,NEAR BAY +-122.11,37.99,10.0,2864.0,514.0,1300.0,507.0,4.3875,287700.0,NEAR BAY +-122.08,37.97,9.0,2643.0,439.0,1105.0,467.0,6.6579,245200.0,NEAR BAY +-122.09,37.97,5.0,5303.0,779.0,2017.0,727.0,6.9961,294100.0,NEAR BAY +-122.11,37.98,11.0,4371.0,679.0,1790.0,660.0,6.135,297300.0,NEAR BAY +-122.09,37.98,14.0,5381.0,871.0,2296.0,872.0,5.6875,211000.0,NEAR BAY +-122.12,37.99,33.0,1660.0,277.0,741.0,261.0,4.675,225400.0,NEAR BAY +-122.1,37.97,18.0,4326.0,655.0,1753.0,646.0,5.6931,269600.0,NEAR BAY +-122.1,37.96,20.0,3796.0,650.0,1679.0,611.0,4.3571,228200.0,NEAR BAY +-122.1,37.96,25.0,1374.0,206.0,569.0,235.0,6.3699,235500.0,NEAR BAY +-122.07,37.99,28.0,3310.0,574.0,1811.0,597.0,4.5401,166900.0,NEAR BAY +-122.07,37.98,12.0,6915.0,1639.0,2940.0,1468.0,4.0154,186100.0,NEAR BAY +-122.07,37.97,20.0,1705.0,353.0,856.0,341.0,3.7262,211800.0,NEAR BAY +-122.07,37.96,34.0,1692.0,290.0,836.0,289.0,5.0172,197100.0,NEAR BAY +-122.06,37.96,37.0,1784.0,313.0,788.0,304.0,4.2917,189600.0,NEAR BAY +-122.08,37.96,21.0,9135.0,1534.0,3748.0,1502.0,6.0859,266000.0,NEAR BAY +-122.06,37.95,36.0,2213.0,386.0,950.0,370.0,4.7386,186400.0,NEAR BAY +-122.07,37.95,39.0,2199.0,388.0,1025.0,385.0,4.5893,190000.0,NEAR BAY +-122.08,37.95,24.0,3173.0,548.0,1351.0,536.0,5.0672,243000.0,NEAR BAY +-122.08,37.95,33.0,1043.0,157.0,425.0,148.0,4.8702,235600.0,NEAR BAY +-122.07,37.96,37.0,1217.0,199.0,552.0,194.0,5.0445,196200.0,NEAR BAY +-122.06,37.96,10.0,7136.0,1691.0,2959.0,1507.0,3.9816,182000.0,NEAR BAY +-122.05,37.95,34.0,1408.0,277.0,738.0,269.0,4.175,169400.0,NEAR BAY +-122.05,37.94,22.0,4162.0,1194.0,1804.0,1185.0,2.5459,179300.0,NEAR BAY +-122.06,37.94,19.0,4005.0,972.0,1896.0,893.0,2.5268,235700.0,NEAR BAY +-122.07,37.94,36.0,2639.0,488.0,1111.0,476.0,3.5057,205100.0,NEAR BAY +-122.07,37.94,30.0,1260.0,276.0,707.0,221.0,2.892,220800.0,NEAR BAY +-122.08,37.93,35.0,4043.0,689.0,1832.0,662.0,5.0761,233200.0,NEAR BAY +-122.08,37.94,44.0,2185.0,357.0,943.0,366.0,4.725,232100.0,NEAR BAY +-122.07,37.94,43.0,1454.0,234.0,683.0,258.0,4.475,265700.0,NEAR BAY +-122.09,37.95,32.0,1339.0,209.0,601.0,209.0,6.0265,247900.0,NEAR BAY +-122.09,37.94,29.0,6895.0,1022.0,2634.0,1022.0,6.1922,273200.0,NEAR BAY +-122.04,38.0,16.0,3077.0,733.0,1447.0,709.0,3.2484,91100.0,NEAR BAY +-122.04,37.99,32.0,1504.0,279.0,749.0,267.0,3.2,134500.0,NEAR BAY +-122.04,37.99,36.0,2765.0,495.0,1478.0,441.0,4.125,136200.0,NEAR BAY +-122.05,37.97,16.0,60.0,10.0,65.0,19.0,6.1359,250000.0,NEAR BAY +-122.06,37.99,16.0,2445.0,469.0,721.0,474.0,2.8043,87500.0,NEAR BAY +-122.06,37.99,17.0,1319.0,316.0,384.0,269.0,1.8229,137500.0,NEAR BAY +-122.05,38.0,36.0,2476.0,472.0,1213.0,393.0,3.7333,136400.0,NEAR BAY +-122.05,38.0,16.0,1085.0,217.0,356.0,232.0,2.3462,75000.0,NEAR BAY +-122.03,37.98,16.0,1209.0,477.0,627.0,482.0,1.3894,156300.0,NEAR BAY +-122.04,37.97,10.0,974.0,316.0,631.0,286.0,2.3152,140600.0,NEAR BAY +-122.03,38.0,25.0,3577.0,581.0,1753.0,593.0,5.7295,178300.0,NEAR BAY +-122.03,38.01,27.0,3228.0,562.0,1666.0,588.0,4.5707,175900.0,NEAR BAY +-122.04,37.99,38.0,2675.0,541.0,1378.0,480.0,3.8897,139900.0,NEAR BAY +-122.03,37.98,45.0,2842.0,567.0,1261.0,535.0,3.6042,138200.0,NEAR BAY +-122.02,38.0,28.0,2965.0,533.0,1591.0,472.0,4.6375,178200.0,NEAR BAY +-122.03,37.99,35.0,3103.0,537.0,1614.0,566.0,4.9022,169300.0,NEAR BAY +-122.02,37.99,37.0,2247.0,416.0,1237.0,397.0,4.45,161900.0,NEAR BAY +-122.03,37.99,37.0,1755.0,327.0,882.0,350.0,4.59,166600.0,NEAR BAY +-122.03,37.98,44.0,1254.0,252.0,498.0,217.0,3.4531,148900.0,NEAR BAY +-122.01,37.98,25.0,1476.0,336.0,777.0,297.0,3.5179,165500.0,NEAR BAY +-122.01,37.98,29.0,2001.0,373.0,956.0,370.0,4.317,194000.0,NEAR BAY +-122.0,37.98,32.0,1013.0,169.0,436.0,173.0,5.1118,226900.0,INLAND +-122.0,37.97,27.0,2491.0,428.0,1171.0,431.0,5.1021,202800.0,INLAND +-122.01,37.97,32.0,3012.0,527.0,1288.0,512.0,3.6449,211500.0,NEAR BAY +-122.02,37.98,40.0,1797.0,401.0,756.0,369.0,2.8456,165500.0,NEAR BAY +-122.02,37.98,37.0,1474.0,343.0,782.0,331.0,3.4187,161700.0,NEAR BAY +-122.0,37.99,28.0,4035.0,641.0,1881.0,659.0,5.4607,192300.0,INLAND +-122.0,37.98,31.0,2030.0,337.0,867.0,341.0,5.0915,193200.0,INLAND +-121.99,37.98,23.0,2293.0,411.0,969.0,399.0,4.4536,184000.0,INLAND +-121.99,37.97,28.0,2839.0,428.0,1372.0,443.0,6.2135,217200.0,INLAND +-122.0,37.98,35.0,1192.0,201.0,535.0,172.0,4.9219,182000.0,INLAND +-122.0,37.98,36.0,404.0,77.0,237.0,88.0,4.525,161300.0,INLAND +-122.01,37.98,34.0,1256.0,267.0,638.0,252.0,4.0507,161000.0,NEAR BAY +-122.01,37.99,28.0,1900.0,401.0,918.0,351.0,3.7841,144900.0,NEAR BAY +-121.95,37.96,18.0,2739.0,393.0,1072.0,374.0,6.1436,259500.0,INLAND +-121.97,37.97,27.0,1691.0,289.0,807.0,296.0,6.1168,210500.0,INLAND +-121.97,37.97,24.0,1330.0,183.0,656.0,205.0,5.0092,244100.0,INLAND +-121.97,37.96,28.0,1433.0,290.0,877.0,313.0,4.7891,184800.0,INLAND +-121.96,37.96,28.0,1838.0,273.0,899.0,270.0,5.2145,229200.0,INLAND +-121.96,37.95,7.0,3418.0,740.0,1583.0,676.0,3.6133,196100.0,INLAND +-121.98,37.96,22.0,2987.0,,1420.0,540.0,3.65,204100.0,INLAND +-121.97,37.97,26.0,1977.0,264.0,817.0,273.0,5.7512,240200.0,INLAND +-121.98,37.97,26.0,2714.0,390.0,1232.0,409.0,5.9617,231100.0,INLAND +-121.98,37.97,26.0,2738.0,428.0,1316.0,430.0,5.2442,213200.0,INLAND +-121.99,37.97,22.0,2823.0,509.0,1271.0,474.0,5.1333,207200.0,INLAND +-121.99,37.97,30.0,3320.0,589.0,1470.0,543.0,4.6071,184100.0,INLAND +-122.0,37.96,32.0,3364.0,666.0,1980.0,678.0,3.7,179000.0,INLAND +-122.0,37.96,28.0,4071.0,713.0,2033.0,647.0,4.5833,190700.0,INLAND +-121.96,37.95,13.0,3216.0,765.0,1627.0,715.0,3.0859,167800.0,INLAND +-121.97,37.95,8.0,4253.0,709.0,1883.0,662.0,5.431,246700.0,INLAND +-121.98,37.96,12.0,5048.0,1122.0,2209.0,1014.0,3.1573,126700.0,INLAND +-121.99,37.96,16.0,3324.0,479.0,1470.0,461.0,7.6166,260400.0,INLAND +-121.99,37.96,17.0,2756.0,423.0,1228.0,426.0,5.5872,200600.0,INLAND +-121.98,37.95,14.0,6290.0,854.0,2724.0,820.0,6.7371,267400.0,INLAND +-121.98,37.95,16.0,2984.0,406.0,1317.0,397.0,6.7821,265900.0,INLAND +-122.01,37.97,34.0,3259.0,498.0,1250.0,478.0,5.3794,206200.0,NEAR BAY +-122.02,37.97,36.0,2342.0,436.0,1191.0,416.0,4.0,171000.0,NEAR BAY +-122.03,37.97,45.0,1613.0,338.0,865.0,336.0,3.25,151100.0,NEAR BAY +-122.04,37.97,26.0,2470.0,626.0,1174.0,573.0,2.9861,160900.0,NEAR BAY +-122.03,37.97,20.0,3968.0,931.0,2629.0,903.0,2.9915,166700.0,NEAR BAY +-122.04,37.96,16.0,2913.0,723.0,1705.0,693.0,2.9097,106300.0,NEAR BAY +-122.04,37.97,21.0,6445.0,1839.0,3621.0,1735.0,2.5841,112500.0,NEAR BAY +-122.04,37.97,39.0,1323.0,245.0,705.0,261.0,3.1968,151000.0,NEAR BAY +-122.04,37.96,20.0,1143.0,346.0,578.0,298.0,2.2411,151800.0,NEAR BAY +-122.05,37.96,35.0,2190.0,384.0,1154.0,401.0,3.8456,159800.0,NEAR BAY +-122.04,37.96,28.0,1207.0,252.0,724.0,252.0,3.6964,165700.0,NEAR BAY +-122.04,37.96,27.0,2587.0,729.0,1500.0,623.0,1.837,175000.0,NEAR BAY +-122.05,37.95,27.0,3513.0,791.0,1875.0,694.0,3.1838,182000.0,NEAR BAY +-122.05,37.95,20.0,563.0,107.0,246.0,123.0,5.4482,190800.0,NEAR BAY +-122.01,37.95,8.0,3866.0,539.0,1555.0,513.0,6.0901,298200.0,NEAR BAY +-122.02,37.96,25.0,2615.0,368.0,935.0,366.0,6.6727,305100.0,NEAR BAY +-122.03,37.96,20.0,2636.0,691.0,1142.0,627.0,2.1083,162500.0,NEAR BAY +-122.03,37.95,14.0,3287.0,793.0,1601.0,716.0,3.1719,220500.0,NEAR BAY +-122.02,37.95,25.0,1205.0,260.0,608.0,272.0,2.4519,208300.0,NEAR BAY +-122.03,37.95,32.0,1955.0,313.0,804.0,317.0,4.9485,202300.0,NEAR BAY +-122.02,37.95,22.0,3526.0,510.0,1660.0,508.0,5.6642,237000.0,NEAR BAY +-122.02,37.94,23.0,3516.0,661.0,1465.0,623.0,4.2569,213100.0,NEAR BAY +-122.01,37.94,23.0,3741.0,,1339.0,499.0,6.7061,322300.0,NEAR BAY +-122.02,37.94,19.0,3192.0,612.0,1317.0,594.0,4.125,267100.0,NEAR BAY +-122.01,37.94,26.0,1619.0,224.0,706.0,220.0,6.0704,268000.0,NEAR BAY +-122.01,37.94,18.0,2077.0,298.0,937.0,292.0,6.3809,273600.0,NEAR BAY +-122.0,37.95,9.0,2214.0,256.0,848.0,239.0,6.8145,339200.0,INLAND +-122.01,37.93,25.0,2652.0,335.0,1062.0,334.0,7.5898,330200.0,NEAR BAY +-122.04,37.95,33.0,1653.0,334.0,814.0,328.0,3.1406,163100.0,NEAR BAY +-122.04,37.94,24.0,5732.0,873.0,2444.0,888.0,5.6292,231400.0,NEAR BAY +-122.05,37.94,22.0,2105.0,354.0,993.0,365.0,4.6602,227800.0,NEAR BAY +-122.04,37.95,29.0,866.0,138.0,341.0,133.0,4.7188,197100.0,NEAR BAY +-122.05,37.95,22.0,5175.0,1213.0,2804.0,1091.0,2.85,144600.0,NEAR BAY +-122.03,37.94,21.0,5541.0,776.0,2214.0,737.0,5.5777,279300.0,NEAR BAY +-122.03,37.93,21.0,4712.0,624.0,1773.0,615.0,6.0918,344800.0,NEAR BAY +-122.05,37.93,5.0,4274.0,1153.0,1503.0,881.0,4.0473,266500.0,NEAR BAY +-122.05,37.93,15.0,7803.0,1603.0,2957.0,1546.0,4.45,184900.0,NEAR BAY +-122.05,37.92,14.0,12713.0,2558.0,4741.0,2412.0,4.7094,234700.0,NEAR BAY +-122.02,37.92,26.0,5077.0,640.0,1872.0,636.0,7.4713,351200.0,NEAR BAY +-122.03,37.92,23.0,3318.0,408.0,1124.0,393.0,6.5847,358800.0,NEAR BAY +-122.01,37.91,21.0,10093.0,1269.0,3645.0,1219.0,7.6877,367700.0,NEAR BAY +-122.03,37.91,29.0,5438.0,871.0,2310.0,890.0,5.0362,275300.0,NEAR BAY +-122.06,37.91,15.0,5393.0,1422.0,2133.0,1288.0,4.1612,232800.0,NEAR BAY +-122.06,37.9,25.0,5869.0,1685.0,2669.0,1554.0,2.6998,216100.0,NEAR BAY +-122.06,37.89,21.0,4985.0,1590.0,2575.0,1458.0,3.1002,114300.0,NEAR BAY +-122.07,37.93,45.0,1544.0,244.0,614.0,238.0,5.0255,226000.0,NEAR BAY +-122.07,37.93,25.0,7201.0,1521.0,3264.0,1433.0,3.7433,252100.0,NEAR BAY +-122.07,37.92,26.0,3872.0,739.0,1629.0,684.0,4.4312,225000.0,NEAR BAY +-122.08,37.92,28.0,2377.0,469.0,1068.0,435.0,4.4561,250000.0,NEAR BAY +-122.08,37.92,26.0,1733.0,265.0,796.0,274.0,6.195,264900.0,NEAR BAY +-122.07,37.91,28.0,1731.0,295.0,810.0,295.0,5.0391,259800.0,NEAR BAY +-122.07,37.91,33.0,1550.0,277.0,638.0,254.0,3.6833,292500.0,NEAR BAY +-122.08,37.9,32.0,1075.0,170.0,486.0,173.0,5.0499,306800.0,NEAR BAY +-122.09,37.91,18.0,9576.0,1455.0,3486.0,1380.0,7.0895,306900.0,NEAR BAY +-122.07,37.89,28.0,3410.0,746.0,1428.0,670.0,4.3864,266800.0,NEAR BAY +-122.08,37.89,39.0,3018.0,501.0,1223.0,489.0,6.2924,283900.0,NEAR BAY +-122.08,37.9,29.0,4133.0,770.0,1691.0,744.0,5.1097,288000.0,NEAR BAY +-122.07,37.89,38.0,2139.0,343.0,809.0,340.0,5.5636,268800.0,NEAR BAY +-122.07,37.89,38.0,757.0,124.0,319.0,123.0,5.6558,263300.0,NEAR BAY +-122.06,37.88,34.0,4781.0,703.0,1879.0,714.0,6.5378,340900.0,NEAR BAY +-122.05,37.87,30.0,2296.0,329.0,847.0,322.0,6.7192,397500.0,NEAR BAY +-122.05,37.9,24.0,4125.0,1020.0,1699.0,873.0,2.9526,271000.0,NEAR BAY +-122.05,37.9,32.0,2676.0,484.0,986.0,473.0,4.6528,335700.0,NEAR BAY +-122.05,37.89,37.0,1677.0,269.0,689.0,283.0,4.2625,310600.0,NEAR BAY +-122.04,37.89,33.0,2423.0,322.0,998.0,346.0,7.5349,349100.0,NEAR BAY +-122.05,37.9,32.0,4498.0,862.0,1818.0,851.0,4.8088,321200.0,NEAR BAY +-122.04,37.9,20.0,5467.0,1044.0,2310.0,963.0,5.6986,275800.0,NEAR BAY +-122.02,37.89,29.0,6349.0,858.0,2450.0,778.0,7.5,356200.0,NEAR BAY +-122.04,37.88,32.0,3250.0,550.0,1230.0,557.0,4.6424,312700.0,NEAR BAY +-122.03,37.86,29.0,3025.0,477.0,1035.0,452.0,6.112,390600.0,NEAR BAY +-122.04,37.85,27.0,6039.0,780.0,2181.0,761.0,9.5862,469400.0,NEAR BAY +-121.94,37.73,22.0,1980.0,291.0,861.0,290.0,6.2726,258200.0,<1H OCEAN +-121.94,37.73,22.0,6719.0,1068.0,2843.0,994.0,6.1265,260300.0,<1H OCEAN +-121.93,37.73,23.0,2564.0,347.0,1043.0,351.0,6.2048,275000.0,<1H OCEAN +-121.93,37.73,8.0,831.0,231.0,404.0,224.0,3.375,350000.0,<1H OCEAN +-121.95,37.74,19.0,1127.0,170.0,518.0,167.0,6.3325,250000.0,<1H OCEAN +-121.95,37.74,19.0,5721.0,837.0,2653.0,813.0,6.2631,266000.0,<1H OCEAN +-121.94,37.75,17.0,2559.0,370.0,1238.0,377.0,6.2781,269800.0,<1H OCEAN +-121.92,37.73,24.0,1407.0,327.0,501.0,295.0,2.4821,157200.0,<1H OCEAN +-121.93,37.74,16.0,3326.0,419.0,1272.0,402.0,6.8806,343500.0,<1H OCEAN +-121.94,37.75,16.0,5121.0,735.0,2464.0,761.0,6.6204,296100.0,<1H OCEAN +-121.97,37.79,17.0,5688.0,824.0,2111.0,773.0,6.6131,312500.0,<1H OCEAN +-121.98,37.8,17.0,3354.0,422.0,1457.0,425.0,7.6473,345800.0,<1H OCEAN +-121.98,37.8,16.0,2498.0,330.0,1027.0,343.0,8.155,343700.0,<1H OCEAN +-121.98,37.81,18.0,2903.0,387.0,1127.0,372.0,5.5921,359100.0,<1H OCEAN +-121.96,37.81,12.0,6488.0,778.0,2404.0,765.0,8.3188,403400.0,<1H OCEAN +-121.97,37.8,17.0,3279.0,418.0,1222.0,381.0,7.9168,356000.0,<1H OCEAN +-121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,369200.0,<1H OCEAN +-121.97,37.79,16.0,3873.0,484.0,1451.0,501.0,6.7857,341300.0,<1H OCEAN +-121.95,37.78,4.0,14652.0,2826.0,5613.0,2579.0,6.3942,356700.0,<1H OCEAN +-121.96,37.76,8.0,3865.0,463.0,1548.0,432.0,9.7037,425100.0,<1H OCEAN +-121.94,37.76,4.0,6875.0,1439.0,2889.0,1307.0,4.6932,356100.0,<1H OCEAN +-121.93,37.76,5.0,2255.0,269.0,876.0,258.0,10.3345,461400.0,<1H OCEAN +-121.92,37.74,8.0,452.0,51.0,140.0,43.0,12.5915,432400.0,<1H OCEAN +-121.93,37.78,2.0,227.0,35.0,114.0,49.0,3.1591,434700.0,<1H OCEAN +-121.96,37.74,2.0,200.0,20.0,25.0,9.0,15.0001,350000.0,<1H OCEAN +-121.97,37.76,8.0,3743.0,581.0,1633.0,567.0,6.7027,381900.0,<1H OCEAN +-121.97,37.77,13.0,7241.0,1007.0,3221.0,947.0,7.2216,324600.0,<1H OCEAN +-121.98,37.74,8.0,2865.0,389.0,1376.0,417.0,7.9393,399300.0,<1H OCEAN +-122.02,37.84,34.0,1879.0,265.0,729.0,263.0,7.7072,443800.0,NEAR BAY +-122.01,37.83,30.0,3917.0,549.0,1330.0,544.0,6.5617,386600.0,NEAR BAY +-122.0,37.82,20.0,2206.0,458.0,926.0,432.0,4.6042,256400.0,<1H OCEAN +-121.99,37.82,22.0,1248.0,271.0,579.0,269.0,3.375,200000.0,<1H OCEAN +-122.03,37.83,24.0,5948.0,738.0,1997.0,710.0,9.8708,500001.0,NEAR BAY +-121.99,37.77,14.0,8213.0,1364.0,3283.0,1286.0,5.1755,294800.0,<1H OCEAN +-121.99,37.81,17.0,465.0,83.0,146.0,75.0,4.9018,188500.0,<1H OCEAN +-122.02,37.8,11.0,6200.0,907.0,2286.0,896.0,7.6518,359300.0,NEAR BAY +-122.03,37.87,21.0,3521.0,447.0,1396.0,467.0,8.2673,358700.0,NEAR BAY +-122.02,37.88,16.0,3031.0,438.0,1087.0,421.0,7.3732,287300.0,NEAR BAY +-122.02,37.87,14.0,3056.0,369.0,1209.0,377.0,8.4352,441400.0,NEAR BAY +-122.03,37.86,25.0,3004.0,393.0,1145.0,376.0,7.2655,494000.0,NEAR BAY +-122.0,37.86,18.0,8953.0,1074.0,3011.0,993.0,10.7372,500001.0,<1H OCEAN +-121.97,37.87,4.0,1029.0,126.0,416.0,122.0,13.4883,500001.0,INLAND +-121.96,37.84,29.0,7479.0,977.0,2744.0,943.0,7.5139,398200.0,INLAND +-122.0,37.84,16.0,7681.0,946.0,2777.0,908.0,9.5271,500001.0,<1H OCEAN +-121.96,37.85,10.0,3209.0,379.0,1199.0,392.0,12.2478,500001.0,INLAND +-121.99,37.83,16.0,2939.0,380.0,1177.0,396.0,8.0839,372000.0,<1H OCEAN +-121.98,37.82,18.0,9117.0,1248.0,3280.0,1167.0,8.003,351300.0,<1H OCEAN +-121.95,37.81,5.0,7178.0,898.0,2823.0,907.0,9.0776,450400.0,<1H OCEAN +-122.1,37.93,20.0,10212.0,1424.0,4083.0,1374.0,8.039,382200.0,NEAR BAY +-122.12,37.94,22.0,4949.0,626.0,1850.0,590.0,10.4549,500001.0,NEAR BAY +-122.1,37.9,38.0,827.0,144.0,368.0,136.0,6.5095,294400.0,NEAR BAY +-122.14,37.9,32.0,5738.0,746.0,2099.0,732.0,10.3224,500001.0,NEAR BAY +-122.12,37.91,34.0,5683.0,755.0,1962.0,723.0,8.3678,455300.0,NEAR BAY +-122.09,37.89,35.0,880.0,139.0,352.0,132.0,6.8686,406500.0,NEAR BAY +-122.1,37.89,21.0,3282.0,653.0,1398.0,601.0,5.2079,310300.0,NEAR BAY +-122.11,37.89,32.0,2372.0,516.0,1067.0,492.0,4.3235,279500.0,NEAR BAY +-122.11,37.88,37.0,4005.0,614.0,1602.0,606.0,6.4666,348200.0,NEAR BAY +-122.12,37.88,35.0,2785.0,362.0,1001.0,363.0,8.0448,433300.0,NEAR BAY +-122.12,37.89,30.0,3227.0,733.0,1260.0,684.0,4.125,257100.0,NEAR BAY +-122.13,37.89,27.0,744.0,214.0,295.0,169.0,2.7411,350000.0,NEAR BAY +-122.13,37.87,18.0,1820.0,220.0,728.0,229.0,10.3713,426100.0,NEAR BAY +-122.14,37.88,34.0,6986.0,1096.0,2865.0,1124.0,6.2275,394400.0,NEAR BAY +-122.07,37.88,11.0,1077.0,318.0,590.0,264.0,3.5536,387200.0,NEAR BAY +-122.08,37.88,24.0,2059.0,462.0,410.0,294.0,2.3971,99400.0,NEAR BAY +-122.08,37.88,26.0,2947.0,,825.0,626.0,2.933,85000.0,NEAR BAY +-122.08,37.87,24.0,6130.0,1359.0,1750.0,1286.0,2.9167,102700.0,NEAR BAY +-122.06,37.85,17.0,7475.0,1556.0,2092.0,1449.0,3.6437,186500.0,NEAR BAY +-122.07,37.86,23.0,1025.0,205.0,263.0,191.0,3.12,155000.0,NEAR BAY +-122.06,37.86,16.0,5187.0,1014.0,1512.0,986.0,4.4551,252400.0,NEAR BAY +-122.07,37.86,17.0,1102.0,224.0,317.0,208.0,3.5893,206300.0,NEAR BAY +-122.08,37.87,26.0,2405.0,564.0,680.0,531.0,2.4896,73400.0,NEAR BAY +-122.1,37.88,35.0,3701.0,528.0,1511.0,517.0,7.2315,367100.0,NEAR BAY +-122.09,37.86,27.0,5484.0,760.0,2212.0,770.0,7.6202,402600.0,NEAR BAY +-122.11,37.87,33.0,3398.0,500.0,1351.0,457.0,6.5814,314200.0,NEAR BAY +-122.12,37.85,18.0,5252.0,686.0,1870.0,657.0,8.0074,454100.0,NEAR BAY +-122.08,37.84,17.0,1320.0,159.0,1722.0,141.0,11.7064,500001.0,NEAR BAY +-122.12,37.81,26.0,4048.0,513.0,1486.0,498.0,7.6717,416500.0,NEAR BAY +-122.12,37.82,26.0,2269.0,317.0,918.0,313.0,6.6657,364500.0,NEAR BAY +-122.11,37.83,19.0,5130.0,741.0,1887.0,712.0,7.203,369900.0,NEAR BAY +-122.08,37.82,4.0,2045.0,237.0,830.0,252.0,11.3421,500001.0,NEAR BAY +-122.14,37.86,20.0,6201.0,1182.0,2415.0,1141.0,4.5744,314000.0,NEAR BAY +-122.14,37.85,27.0,9147.0,1276.0,3371.0,1269.0,7.3267,389900.0,NEAR BAY +-122.14,37.84,24.0,2131.0,343.0,874.0,373.0,5.6349,355600.0,NEAR BAY +-122.16,37.83,16.0,4596.0,705.0,1480.0,650.0,7.52,370200.0,NEAR BAY +-122.16,37.86,36.0,3359.0,493.0,1298.0,483.0,8.1586,404300.0,NEAR BAY +-122.18,37.88,36.0,542.0,119.0,231.0,121.0,4.9,354200.0,NEAR BAY +-122.18,37.86,33.0,4449.0,636.0,1684.0,617.0,8.9571,399700.0,NEAR BAY +-122.16,37.89,32.0,1779.0,241.0,721.0,258.0,8.7589,434500.0,NEAR BAY +-122.17,37.88,32.0,3633.0,508.0,1393.0,506.0,7.6917,401800.0,NEAR BAY +-122.17,37.88,33.0,3626.0,502.0,1348.0,480.0,7.6107,423200.0,NEAR BAY +-122.17,37.87,38.0,1261.0,177.0,472.0,183.0,6.917,438000.0,NEAR BAY +-122.22,37.88,20.0,95.0,13.0,31.0,15.0,2.4444,475000.0,NEAR BAY +-122.2,37.89,37.0,3881.0,560.0,1315.0,517.0,7.3195,367500.0,NEAR BAY +-122.2,37.88,36.0,1065.0,160.0,398.0,155.0,7.7736,378100.0,NEAR BAY +-122.18,37.91,31.0,7200.0,876.0,2428.0,843.0,10.9405,500001.0,NEAR BAY +-122.2,37.9,36.0,2107.0,287.0,740.0,280.0,10.3416,500001.0,NEAR BAY +-122.18,37.9,36.0,4760.0,610.0,1511.0,572.0,9.0064,500001.0,NEAR BAY +-122.18,37.89,18.0,4845.0,735.0,1634.0,734.0,8.1489,499000.0,NEAR BAY +-121.84,37.98,8.0,7505.0,1089.0,3325.0,1016.0,5.2699,204200.0,INLAND +-121.81,37.97,8.0,1584.0,236.0,615.0,202.0,6.4753,166800.0,INLAND +-121.78,37.97,4.0,17032.0,2546.0,7653.0,2359.0,5.5601,213700.0,INLAND +-121.83,37.95,17.0,1133.0,244.0,716.0,235.0,2.875,162500.0,INLAND +-121.94,37.83,11.0,2836.0,373.0,959.0,335.0,10.5815,500001.0,INLAND +-121.89,37.82,4.0,11444.0,1355.0,3898.0,1257.0,13.2949,500001.0,INLAND +-121.91,37.81,7.0,3477.0,416.0,1216.0,395.0,13.1499,500001.0,INLAND +-121.82,37.81,12.0,4711.0,659.0,2089.0,621.0,8.3209,485400.0,INLAND +-121.96,37.99,2.0,3129.0,707.0,1606.0,698.0,2.9591,210100.0,INLAND +-121.96,37.94,26.0,3084.0,505.0,1557.0,501.0,5.1582,194700.0,INLAND +-121.96,37.95,25.0,4026.0,791.0,1850.0,709.0,4.1483,181200.0,INLAND +-121.95,37.94,21.0,3153.0,411.0,1318.0,431.0,6.8642,285400.0,INLAND +-121.97,37.93,4.0,3241.0,464.0,1552.0,494.0,6.6134,307000.0,INLAND +-122.01,37.92,18.0,2808.0,337.0,1038.0,337.0,8.3956,353600.0,NEAR BAY +-122.01,37.92,16.0,2638.0,345.0,1055.0,334.0,8.1163,365800.0,NEAR BAY +-121.99,37.92,14.0,1780.0,224.0,764.0,226.0,9.0243,427700.0,INLAND +-121.93,37.89,13.0,2085.0,292.0,852.0,264.0,7.3445,366700.0,INLAND +-121.92,37.96,14.0,5332.0,884.0,2093.0,839.0,5.2798,237400.0,INLAND +-121.94,37.95,18.0,2541.0,355.0,986.0,346.0,7.1978,288000.0,INLAND +-121.91,37.93,13.0,1610.0,198.0,703.0,217.0,8.7059,329400.0,INLAND +-121.94,37.94,26.0,1299.0,174.0,533.0,180.0,6.2296,291700.0,INLAND +-121.94,37.93,16.0,3421.0,427.0,1341.0,428.0,7.5695,320400.0,INLAND +-121.93,37.93,16.0,2876.0,391.0,1089.0,377.0,6.299,286900.0,INLAND +-121.93,37.93,16.0,2169.0,262.0,877.0,245.0,6.6049,312600.0,INLAND +-121.95,37.94,27.0,1469.0,216.0,578.0,219.0,5.9346,253600.0,INLAND +-122.25,38.02,16.0,1803.0,267.0,946.0,266.0,5.7001,205100.0,NEAR BAY +-122.25,38.03,15.0,3338.0,532.0,1834.0,520.0,5.6293,197600.0,NEAR BAY +-122.21,38.02,15.0,2150.0,327.0,1094.0,324.0,6.0224,198500.0,NEAR BAY +-122.2,37.96,9.0,6306.0,962.0,2581.0,911.0,6.7741,310700.0,NEAR BAY +-122.23,38.06,52.0,1350.0,266.0,490.0,257.0,3.125,171100.0,NEAR BAY +-122.23,38.05,52.0,1736.0,358.0,638.0,297.0,2.5517,147100.0,NEAR BAY +-122.21,38.06,52.0,2735.0,559.0,1076.0,487.0,3.6154,155700.0,NEAR BAY +-122.2,38.04,31.0,3029.0,500.0,1236.0,487.0,5.6022,197000.0,NEAR BAY +-122.26,38.03,25.0,2239.0,361.0,928.0,353.0,4.4474,203700.0,NEAR BAY +-122.27,38.04,47.0,1685.0,405.0,835.0,372.0,2.3103,134500.0,NEAR BAY +-122.26,38.03,41.0,1631.0,282.0,752.0,288.0,3.9345,150200.0,NEAR BAY +-122.26,38.04,41.0,2512.0,539.0,1179.0,480.0,2.694,123000.0,NEAR BAY +-122.25,38.05,30.0,1255.0,297.0,779.0,307.0,1.6767,147700.0,NEAR BAY +-122.32,38.06,4.0,7999.0,1611.0,3596.0,1396.0,5.0969,174200.0,NEAR BAY +-122.28,38.0,26.0,2335.0,413.0,980.0,417.0,3.4471,178900.0,NEAR BAY +-122.29,38.0,16.0,4986.0,1081.0,2805.0,1016.0,4.025,173200.0,NEAR BAY +-122.36,38.03,32.0,2159.0,393.0,981.0,369.0,4.3173,175400.0,NEAR BAY +-122.3,38.0,34.0,1712.0,317.0,956.0,341.0,4.4394,162000.0,NEAR BAY +-122.31,38.0,26.0,3735.0,641.0,1708.0,633.0,4.621,191100.0,NEAR BAY +-122.31,38.01,18.0,4123.0,874.0,1895.0,772.0,3.2759,195000.0,NEAR BAY +-122.28,37.99,28.0,3801.0,622.0,1654.0,571.0,4.375,193300.0,NEAR BAY +-122.26,37.98,28.0,2038.0,329.0,947.0,349.0,5.1178,198000.0,NEAR BAY +-122.27,37.99,16.0,4921.0,737.0,2312.0,725.0,5.8899,243200.0,NEAR BAY +-122.27,37.98,23.0,3455.0,479.0,1375.0,474.0,6.0289,218600.0,NEAR BAY +-122.26,38.02,5.0,3846.0,786.0,2053.0,716.0,5.0473,184800.0,NEAR BAY +-122.24,38.01,11.0,3751.0,565.0,1949.0,555.0,5.7862,269400.0,NEAR BAY +-122.24,38.01,16.0,2084.0,315.0,1154.0,307.0,6.0102,235600.0,NEAR BAY +-122.25,38.0,16.0,2978.0,411.0,1531.0,400.0,6.5006,237700.0,NEAR BAY +-122.26,38.0,14.0,2338.0,391.0,1003.0,398.0,4.2269,170500.0,NEAR BAY +-122.26,38.0,6.0,678.0,104.0,318.0,91.0,5.2375,246400.0,NEAR BAY +-122.27,38.0,15.0,1216.0,166.0,572.0,178.0,5.8418,240300.0,NEAR BAY +-122.27,38.0,12.0,1592.0,242.0,969.0,233.0,6.1576,248700.0,NEAR BAY +-122.26,38.0,5.0,6265.0,908.0,3326.0,872.0,6.2073,272900.0,NEAR BAY +-122.29,37.98,27.0,2133.0,347.0,850.0,350.0,5.1046,209800.0,NEAR BAY +-122.28,37.96,35.0,1579.0,243.0,734.0,264.0,5.5,201000.0,NEAR BAY +-122.27,37.97,10.0,15259.0,2275.0,7266.0,2338.0,6.0666,272400.0,NEAR BAY +-122.3,37.97,30.0,4030.0,772.0,1777.0,718.0,3.6393,184000.0,NEAR BAY +-122.3,37.97,34.0,2854.0,528.0,1211.0,452.0,3.5353,164700.0,NEAR BAY +-122.29,37.97,20.0,3426.0,632.0,1512.0,580.0,4.4911,227400.0,NEAR BAY +-122.3,37.97,35.0,1811.0,377.0,911.0,340.0,3.375,149700.0,NEAR BAY +-122.29,37.94,20.0,7578.0,1426.0,3637.0,1362.0,4.4387,190000.0,NEAR BAY +-122.32,37.95,37.0,1887.0,353.0,895.0,359.0,4.45,196600.0,NEAR BAY +-122.31,37.94,38.0,1794.0,349.0,810.0,335.0,3.8343,191400.0,NEAR BAY +-122.31,37.94,38.0,2172.0,403.0,945.0,384.0,4.3958,194200.0,NEAR BAY +-122.32,37.95,36.0,1425.0,245.0,573.0,239.0,4.35,185000.0,NEAR BAY +-122.31,37.99,25.0,6508.0,1137.0,3259.0,1081.0,4.2348,157800.0,NEAR BAY +-122.3,37.98,25.0,3807.0,806.0,1821.0,792.0,3.6518,164300.0,NEAR BAY +-122.32,37.97,29.0,2347.0,464.0,1135.0,490.0,3.9722,161000.0,NEAR BAY +-122.32,38.01,26.0,3054.0,492.0,1495.0,496.0,4.6944,171100.0,NEAR BAY +-122.33,38.0,35.0,3779.0,711.0,2493.0,679.0,2.9781,109000.0,NEAR BAY +-122.31,38.0,29.0,3108.0,534.0,1687.0,516.0,4.3333,170800.0,NEAR BAY +-122.32,37.99,24.0,4865.0,968.0,2315.0,893.0,4.2852,173500.0,NEAR BAY +-122.32,38.0,32.0,2275.0,397.0,1233.0,418.0,4.0437,162800.0,NEAR BAY +-122.34,37.99,42.0,1531.0,326.0,1271.0,377.0,2.6167,85100.0,NEAR BAY +-122.33,37.98,3.0,2850.0,544.0,1024.0,515.0,6.0115,175000.0,NEAR BAY +-122.33,37.99,4.0,3999.0,1079.0,1591.0,887.0,3.911,112500.0,NEAR BAY +-122.39,38.0,33.0,44.0,6.0,23.0,11.0,4.125,212500.0,NEAR BAY +-122.36,37.96,39.0,246.0,57.0,316.0,52.0,0.716,104200.0,NEAR BAY +-122.36,37.96,31.0,1157.0,276.0,956.0,232.0,1.5347,80400.0,NEAR BAY +-122.36,37.95,40.0,408.0,102.0,302.0,81.0,1.8333,69800.0,NEAR BAY +-122.37,37.95,35.0,215.0,45.0,100.0,34.0,1.6023,81300.0,NEAR BAY +-122.37,37.95,32.0,1298.0,363.0,716.0,268.0,0.9797,76400.0,NEAR BAY +-122.37,37.96,37.0,1572.0,402.0,1046.0,350.0,0.7403,68600.0,NEAR BAY +-122.41,37.98,36.0,60.0,15.0,42.0,25.0,1.4583,67500.0,NEAR BAY +-122.34,37.98,33.0,2014.0,410.0,1354.0,427.0,3.9773,131300.0,NEAR BAY +-122.35,37.98,34.0,3756.0,726.0,2237.0,686.0,3.7562,132900.0,NEAR BAY +-122.34,37.97,19.0,392.0,109.0,287.0,81.0,6.0426,110000.0,NEAR BAY +-122.35,37.96,32.0,1991.0,504.0,1139.0,423.0,2.0353,113600.0,NEAR BAY +-122.35,37.97,43.0,2178.0,482.0,1545.0,471.0,2.5863,112200.0,NEAR BAY +-122.35,37.97,31.0,2892.0,685.0,2104.0,641.0,3.2188,113800.0,NEAR BAY +-122.32,37.97,33.0,1595.0,292.0,991.0,300.0,4.6937,134100.0,NEAR BAY +-122.32,37.97,33.0,1156.0,190.0,643.0,209.0,4.5,156600.0,NEAR BAY +-122.33,37.97,19.0,5151.0,1335.0,2548.0,1165.0,3.3125,158800.0,NEAR BAY +-122.33,37.98,32.0,1967.0,348.0,1144.0,364.0,4.4135,150100.0,NEAR BAY +-122.33,37.97,45.0,1982.0,376.0,1179.0,398.0,3.5463,130800.0,NEAR BAY +-122.34,37.97,19.0,2237.0,580.0,1438.0,551.0,2.3382,120700.0,NEAR BAY +-122.33,37.96,46.0,1222.0,236.0,819.0,251.0,3.9118,129400.0,NEAR BAY +-122.35,37.96,36.0,2191.0,531.0,1563.0,524.0,2.5164,114200.0,NEAR BAY +-122.35,37.96,29.0,1899.0,524.0,1357.0,443.0,1.875,97200.0,NEAR BAY +-122.35,37.96,35.0,1326.0,346.0,1023.0,295.0,2.0724,97700.0,NEAR BAY +-122.35,37.95,31.0,2449.0,595.0,1801.0,548.0,2.6328,110300.0,NEAR BAY +-122.35,37.96,34.0,1428.0,335.0,1272.0,319.0,2.5461,93900.0,NEAR BAY +-122.36,37.96,30.0,950.0,317.0,1073.0,280.0,1.8664,107800.0,NEAR BAY +-122.32,37.96,25.0,1728.0,403.0,934.0,412.0,3.375,133700.0,NEAR BAY +-122.32,37.96,34.0,2070.0,357.0,784.0,294.0,4.0417,182800.0,NEAR BAY +-122.32,37.95,35.0,1612.0,354.0,887.0,331.0,2.5769,146100.0,NEAR BAY +-122.33,37.95,22.0,2099.0,569.0,1135.0,509.0,2.1915,120800.0,NEAR BAY +-122.34,37.96,15.0,6487.0,1717.0,3408.0,1560.0,2.1991,133300.0,NEAR BAY +-122.34,37.96,33.0,1817.0,441.0,1220.0,389.0,2.5382,103600.0,NEAR BAY +-122.32,37.94,38.0,2751.0,522.0,1390.0,489.0,3.7277,165100.0,NEAR BAY +-122.32,37.94,46.0,1901.0,295.0,833.0,352.0,5.5196,210800.0,NEAR BAY +-122.32,37.93,40.0,1141.0,213.0,434.0,196.0,3.9464,186900.0,NEAR BAY +-122.33,37.95,42.0,1627.0,336.0,848.0,316.0,3.7708,144600.0,NEAR BAY +-122.33,37.94,45.0,1226.0,279.0,590.0,260.0,2.8833,140400.0,NEAR BAY +-122.33,37.94,47.0,1882.0,361.0,797.0,342.0,3.5848,140800.0,NEAR BAY +-122.33,37.94,43.0,1876.0,389.0,807.0,377.0,3.1571,141600.0,NEAR BAY +-122.33,37.94,42.0,1695.0,345.0,719.0,334.0,3.9417,139100.0,NEAR BAY +-122.33,37.94,44.0,1769.0,332.0,828.0,309.0,4.0526,150800.0,NEAR BAY +-122.34,37.95,45.0,1128.0,240.0,702.0,270.0,3.6719,134100.0,NEAR BAY +-122.33,37.95,45.0,1585.0,329.0,981.0,373.0,3.0313,135800.0,NEAR BAY +-122.33,37.95,46.0,1543.0,339.0,777.0,322.0,4.0927,142600.0,NEAR BAY +-122.34,37.95,44.0,1675.0,317.0,806.0,311.0,3.0694,135300.0,NEAR BAY +-122.34,37.95,44.0,1788.0,368.0,933.0,329.0,2.875,133400.0,NEAR BAY +-122.34,37.95,39.0,1986.0,427.0,1041.0,385.0,3.2333,135100.0,NEAR BAY +-122.34,37.95,38.0,1340.0,298.0,766.0,241.0,3.2833,111700.0,NEAR BAY +-122.35,37.95,45.0,2142.0,431.0,1318.0,431.0,3.0737,111600.0,NEAR BAY +-122.35,37.95,42.0,1485.0,290.0,971.0,303.0,3.6094,114600.0,NEAR BAY +-122.36,37.95,38.0,1042.0,289.0,773.0,248.0,2.7714,104700.0,NEAR BAY +-122.34,37.94,47.0,2313.0,433.0,947.0,430.0,3.942,143300.0,NEAR BAY +-122.34,37.94,44.0,1917.0,444.0,936.0,435.0,2.7391,140300.0,NEAR BAY +-122.34,37.94,31.0,1611.0,455.0,786.0,411.0,1.681,145500.0,NEAR BAY +-122.34,37.94,42.0,2206.0,451.0,989.0,444.0,3.125,143900.0,NEAR BAY +-122.35,37.94,45.0,2112.0,493.0,1406.0,452.0,2.3456,105200.0,NEAR BAY +-122.35,37.94,34.0,1880.0,459.0,1358.0,422.0,1.6571,105200.0,NEAR BAY +-122.35,37.94,47.0,1275.0,275.0,844.0,273.0,2.8967,95600.0,NEAR BAY +-122.36,37.95,38.0,1066.0,248.0,729.0,286.0,1.5139,81700.0,NEAR BAY +-122.36,37.94,45.0,907.0,188.0,479.0,161.0,3.0862,79000.0,NEAR BAY +-122.36,37.94,27.0,844.0,249.0,583.0,265.0,0.9687,105800.0,NEAR BAY +-122.36,37.94,26.0,1540.0,343.0,1007.0,338.0,1.3365,72900.0,NEAR BAY +-122.36,37.94,41.0,2591.0,585.0,1638.0,462.0,1.822,79700.0,NEAR BAY +-122.37,37.94,49.0,969.0,229.0,599.0,195.0,1.3167,71600.0,NEAR BAY +-122.35,37.93,19.0,1334.0,366.0,1048.0,316.0,1.7865,88000.0,NEAR BAY +-122.35,37.93,28.0,1995.0,488.0,1182.0,439.0,2.3352,84300.0,NEAR BAY +-122.36,37.94,43.0,369.0,107.0,371.0,111.0,1.6,79400.0,NEAR BAY +-122.36,37.93,17.0,1258.0,254.0,885.0,229.0,3.05,121600.0,NEAR BAY +-122.37,37.94,40.0,1064.0,266.0,912.0,239.0,1.0521,69100.0,NEAR BAY +-122.37,37.93,45.0,3150.0,756.0,1798.0,749.0,1.75,37900.0,NEAR BAY +-122.38,37.91,18.0,3507.0,711.0,1224.0,676.0,5.0524,269800.0,NEAR BAY +-122.42,37.93,47.0,3453.0,779.0,1353.0,728.0,4.016,274500.0,NEAR BAY +-122.41,37.94,52.0,154.0,33.0,89.0,38.0,3.2875,275000.0,NEAR BAY +-122.34,37.93,30.0,2515.0,481.0,1327.0,428.0,2.1287,95000.0,NEAR BAY +-122.35,37.93,39.0,2002.0,416.0,1166.0,395.0,1.7257,91500.0,NEAR BAY +-122.36,37.93,44.0,1891.0,449.0,1047.0,432.0,1.7727,86100.0,NEAR BAY +-122.36,37.93,42.0,1796.0,389.0,1107.0,372.0,1.9375,87000.0,NEAR BAY +-122.37,37.93,37.0,709.0,190.0,644.0,174.0,0.8641,84200.0,NEAR BAY +-122.33,37.91,36.0,1954.0,513.0,1437.0,440.0,1.125,93800.0,NEAR BAY +-122.35,37.92,36.0,921.0,200.0,585.0,236.0,1.9224,94000.0,NEAR BAY +-122.36,37.92,52.0,215.0,41.0,126.0,43.0,1.3929,104200.0,NEAR BAY +-122.35,37.91,4.0,2851.0,798.0,1285.0,712.0,4.2895,186800.0,NEAR BAY +-122.33,37.93,34.0,2326.0,471.0,1356.0,441.0,2.3475,90300.0,NEAR BAY +-122.33,37.93,27.0,2158.0,424.0,1220.0,442.0,3.0156,111500.0,NEAR BAY +-122.34,37.93,32.0,2389.0,652.0,1672.0,584.0,1.4423,88300.0,NEAR BAY +-122.34,37.93,45.0,2225.0,486.0,1304.0,459.0,2.64,112100.0,NEAR BAY +-122.35,37.93,41.0,268.0,75.0,198.0,82.0,3.2222,156300.0,NEAR BAY +-122.32,37.92,29.0,2304.0,399.0,1377.0,454.0,5.0187,140600.0,NEAR BAY +-122.33,37.92,26.0,3887.0,779.0,2512.0,740.0,2.2301,122400.0,NEAR BAY +-122.32,37.92,28.0,4649.0,977.0,2606.0,953.0,3.2674,129100.0,NEAR BAY +-122.32,37.91,34.0,2669.0,647.0,1341.0,555.0,2.6399,119600.0,NEAR BAY +-122.31,37.91,39.0,2955.0,696.0,1417.0,682.0,2.7628,167800.0,NEAR BAY +-122.31,37.91,43.0,2549.0,511.0,1060.0,528.0,3.6417,178400.0,NEAR BAY +-122.31,37.91,45.0,3924.0,834.0,1992.0,773.0,4.1146,177800.0,NEAR BAY +-122.31,37.93,39.0,2505.0,371.0,872.0,345.0,5.3433,286500.0,NEAR BAY +-122.31,37.93,36.0,2403.0,408.0,917.0,404.0,5.0399,253400.0,NEAR BAY +-122.32,37.93,40.0,3056.0,489.0,1103.0,481.0,5.1067,247300.0,NEAR BAY +-122.32,37.94,47.0,1911.0,283.0,697.0,275.0,6.2712,267700.0,NEAR BAY +-122.3,37.92,32.0,3943.0,605.0,1524.0,614.0,6.0677,321600.0,NEAR BAY +-122.29,37.92,35.0,583.0,88.0,235.0,84.0,5.943,288200.0,NEAR BAY +-122.29,37.92,32.0,1736.0,234.0,602.0,231.0,6.516,401000.0,NEAR BAY +-122.3,37.93,34.0,2254.0,357.0,715.0,306.0,4.5,304000.0,NEAR BAY +-122.31,37.93,36.0,1526.0,256.0,696.0,263.0,3.5089,261900.0,NEAR BAY +-122.32,37.93,33.0,296.0,73.0,216.0,63.0,2.675,22500.0,NEAR BAY +-122.31,37.92,30.0,1014.0,236.0,537.0,204.0,2.8456,183300.0,NEAR BAY +-122.31,37.92,38.0,1250.0,236.0,631.0,279.0,3.724,220100.0,NEAR BAY +-122.31,37.92,12.0,1895.0,600.0,983.0,519.0,2.5,195800.0,NEAR BAY +-122.32,37.92,22.0,1119.0,220.0,565.0,199.0,3.3594,186900.0,NEAR BAY +-122.31,37.92,43.0,2116.0,407.0,900.0,361.0,4.1587,212200.0,NEAR BAY +-122.3,37.92,33.0,1615.0,271.0,710.0,285.0,4.0804,239000.0,NEAR BAY +-122.31,37.91,31.0,1432.0,348.0,681.0,348.0,2.7243,218100.0,NEAR BAY +-122.3,37.91,39.0,2686.0,569.0,1159.0,559.0,2.9441,200400.0,NEAR BAY +-122.3,37.91,40.0,2866.0,617.0,1305.0,589.0,3.6321,209100.0,NEAR BAY +-122.3,37.9,37.0,2125.0,489.0,912.0,462.0,2.9219,217200.0,NEAR BAY +-122.3,37.9,41.0,2053.0,435.0,873.0,415.0,3.4091,223000.0,NEAR BAY +-122.3,37.9,35.0,1102.0,308.0,688.0,303.0,2.3946,141700.0,NEAR BAY +-122.3,37.9,30.0,1772.0,471.0,880.0,437.0,2.2672,162500.0,NEAR BAY +-122.29,37.92,36.0,1450.0,235.0,568.0,234.0,6.0,311400.0,NEAR BAY +-122.29,37.91,38.0,2591.0,424.0,905.0,378.0,5.1691,263200.0,NEAR BAY +-122.29,37.91,46.0,2085.0,346.0,748.0,354.0,4.0536,262000.0,NEAR BAY +-122.29,37.91,40.0,2085.0,329.0,796.0,339.0,5.5357,273700.0,NEAR BAY +-122.29,37.9,52.0,2657.0,500.0,1131.0,489.0,4.4286,234900.0,NEAR BAY +-122.28,37.91,38.0,2501.0,348.0,805.0,329.0,6.5576,358500.0,NEAR BAY +-122.28,37.9,49.0,3191.0,516.0,1148.0,507.0,6.3538,333700.0,NEAR BAY +-122.28,37.9,52.0,1369.0,249.0,490.0,248.0,4.1212,287500.0,NEAR BAY +-122.28,37.91,41.0,3009.0,482.0,1053.0,490.0,5.828,324400.0,NEAR BAY +-122.27,37.91,47.0,1930.0,315.0,692.0,296.0,6.3669,315500.0,NEAR BAY +-122.28,37.91,48.0,2083.0,298.0,685.0,286.0,7.3089,331200.0,NEAR BAY +-124.17,41.8,16.0,2739.0,480.0,1259.0,436.0,3.7557,109400.0,NEAR OCEAN +-124.3,41.8,19.0,2672.0,552.0,1298.0,478.0,1.9797,85800.0,NEAR OCEAN +-124.23,41.75,11.0,3159.0,616.0,1343.0,479.0,2.4805,73200.0,NEAR OCEAN +-124.21,41.77,17.0,3461.0,722.0,1947.0,647.0,2.5795,68400.0,NEAR OCEAN +-124.19,41.78,15.0,3140.0,714.0,1645.0,640.0,1.6654,74600.0,NEAR OCEAN +-124.22,41.73,28.0,3003.0,699.0,1530.0,653.0,1.7038,78300.0,NEAR OCEAN +-124.21,41.75,20.0,3810.0,787.0,1993.0,721.0,2.0074,66900.0,NEAR OCEAN +-124.17,41.76,20.0,2673.0,538.0,1282.0,514.0,2.4605,105900.0,NEAR OCEAN +-124.16,41.74,15.0,2715.0,569.0,1532.0,530.0,2.1829,69500.0,NEAR OCEAN +-124.14,41.95,21.0,2696.0,578.0,1208.0,494.0,2.275,122400.0,NEAR OCEAN +-124.16,41.92,19.0,1668.0,324.0,841.0,283.0,2.1336,75000.0,NEAR OCEAN +-124.3,41.84,17.0,2677.0,531.0,1244.0,456.0,3.0313,103600.0,NEAR OCEAN +-124.15,41.81,17.0,3276.0,628.0,3546.0,585.0,2.2868,103100.0,NEAR OCEAN +-123.91,41.68,22.0,1880.0,360.0,743.0,314.0,2.9688,152700.0,<1H OCEAN +-123.83,41.88,18.0,1504.0,357.0,660.0,258.0,3.13,116700.0,<1H OCEAN +-123.92,41.54,22.0,2920.0,636.0,1382.0,499.0,2.0202,71100.0,NEAR OCEAN +-119.94,38.96,20.0,1451.0,386.0,467.0,255.0,1.5536,212500.0,INLAND +-119.95,38.95,8.0,430.0,107.0,36.0,18.0,2.625,187500.0,INLAND +-119.95,38.95,22.0,1058.0,352.0,851.0,269.0,2.02,87500.0,INLAND +-119.95,38.95,21.0,2046.0,580.0,952.0,353.0,1.7245,92200.0,INLAND +-119.94,38.95,25.0,1789.0,536.0,1134.0,396.0,2.32,91300.0,INLAND +-119.95,38.94,24.0,2180.0,517.0,755.0,223.0,2.5875,173400.0,INLAND +-119.93,38.94,27.0,1709.0,408.0,97.0,44.0,2.4917,200000.0,INLAND +-119.97,38.94,26.0,1485.0,334.0,406.0,180.0,1.9667,84600.0,INLAND +-119.97,38.93,24.0,856.0,185.0,388.0,108.0,3.1806,107200.0,INLAND +-119.98,38.96,25.0,2443.0,444.0,868.0,342.0,3.5417,114800.0,INLAND +-119.96,38.94,19.0,1429.0,292.0,585.0,188.0,2.2589,131600.0,INLAND +-119.96,38.94,27.0,1492.0,393.0,717.0,254.0,1.8906,104200.0,INLAND +-119.96,38.93,22.0,2731.0,632.0,1215.0,483.0,2.83,110500.0,INLAND +-119.94,38.92,24.0,1258.0,216.0,235.0,96.0,4.6,136800.0,INLAND +-119.98,38.94,25.0,1339.0,328.0,503.0,219.0,1.9018,109700.0,INLAND +-119.98,38.94,23.0,1564.0,298.0,339.0,147.0,4.0417,99300.0,INLAND +-119.99,38.94,24.0,1216.0,289.0,421.0,185.0,3.1625,103600.0,INLAND +-119.99,38.94,22.0,3119.0,640.0,786.0,351.0,3.0806,118500.0,INLAND +-119.99,38.93,23.0,1882.0,414.0,673.0,277.0,2.9091,141900.0,INLAND +-119.98,38.93,28.0,1194.0,272.0,494.0,203.0,2.3281,85800.0,INLAND +-119.98,38.93,25.0,1262.0,293.0,534.0,226.0,2.6607,90400.0,INLAND +-119.98,38.92,27.0,2682.0,606.0,1010.0,399.0,3.15,86900.0,INLAND +-119.98,38.92,28.0,1408.0,312.0,522.0,221.0,2.0708,89600.0,INLAND +-120.0,38.93,17.0,8005.0,1382.0,999.0,383.0,3.9722,313400.0,INLAND +-120.01,38.93,22.0,3080.0,610.0,1045.0,425.0,2.996,126100.0,INLAND +-120.0,38.92,17.0,1106.0,207.0,466.0,180.0,3.3295,126600.0,INLAND +-120.0,38.92,26.0,529.0,116.0,191.0,83.0,3.5,103600.0,INLAND +-120.01,38.92,23.0,964.0,246.0,485.0,198.0,1.7188,96100.0,INLAND +-120.01,38.92,25.0,1758.0,357.0,689.0,278.0,2.675,104200.0,INLAND +-120.02,38.91,22.0,2138.0,493.0,829.0,330.0,2.2056,107200.0,INLAND +-120.02,38.92,24.0,1194.0,246.0,414.0,151.0,3.2396,101900.0,INLAND +-120.01,38.91,27.0,968.0,191.0,283.0,143.0,2.0938,94400.0,INLAND +-120.01,38.91,17.0,2732.0,609.0,1005.0,499.0,1.9851,86700.0,INLAND +-120.01,38.89,24.0,1669.0,422.0,589.0,281.0,3.0089,100800.0,INLAND +-120.0,38.9,21.0,1653.0,419.0,737.0,308.0,1.9727,114100.0,INLAND +-119.99,38.88,17.0,2807.0,529.0,675.0,251.0,2.7457,107800.0,INLAND +-119.98,38.9,16.0,3109.0,572.0,885.0,334.0,3.5,134700.0,INLAND +-119.92,38.91,15.0,3831.0,625.0,984.0,328.0,5.0718,162500.0,INLAND +-120.0,38.87,12.0,1437.0,268.0,395.0,144.0,4.225,127600.0,INLAND +-119.96,38.84,17.0,2722.0,512.0,828.0,289.0,3.5714,109700.0,INLAND +-120.02,38.76,15.0,3142.0,618.0,725.0,285.0,4.3333,121400.0,INLAND +-120.04,38.86,16.0,2708.0,481.0,712.0,261.0,3.7891,117700.0,INLAND +-120.03,38.89,15.0,3042.0,588.0,918.0,336.0,3.8333,118800.0,INLAND +-120.02,38.86,19.0,2429.0,459.0,883.0,300.0,3.017,97600.0,INLAND +-120.13,39.06,22.0,2465.0,539.0,381.0,146.0,2.875,87500.0,INLAND +-120.16,39.04,18.0,2040.0,402.0,350.0,129.0,4.0313,126000.0,INLAND +-120.16,39.01,16.0,1463.0,264.0,54.0,26.0,4.975,206300.0,INLAND +-120.06,39.01,19.0,2967.0,528.0,112.0,48.0,4.0714,437500.0,INLAND +-120.1,38.91,33.0,1561.0,282.0,30.0,11.0,1.875,500001.0,INLAND +-120.97,38.91,7.0,4341.0,716.0,1978.0,682.0,4.8311,172200.0,INLAND +-121.04,38.81,11.0,3522.0,623.0,1456.0,544.0,3.93,163400.0,INLAND +-120.72,38.94,10.0,1604.0,352.0,540.0,190.0,3.7625,113200.0,INLAND +-120.88,38.91,15.0,3876.0,778.0,1960.0,691.0,2.902,127300.0,INLAND +-120.92,38.86,11.0,1720.0,345.0,850.0,326.0,3.2027,128600.0,INLAND +-120.87,38.83,12.0,2180.0,423.0,1070.0,377.0,2.8562,128200.0,INLAND +-120.84,38.81,11.0,1280.0,286.0,609.0,248.0,3.1635,132600.0,INLAND +-120.81,38.89,17.0,1438.0,324.0,675.0,268.0,2.9444,119300.0,INLAND +-120.79,38.83,15.0,1374.0,291.0,709.0,239.0,1.7222,118500.0,INLAND +-120.71,38.85,8.0,1877.0,479.0,884.0,323.0,3.4688,120100.0,INLAND +-120.5,38.87,10.0,81.0,41.0,55.0,16.0,4.9583,87500.0,INLAND +-120.3,38.9,11.0,1961.0,435.0,113.0,53.0,0.9227,95500.0,INLAND +-121.09,38.68,15.0,5218.0,711.0,1949.0,659.0,4.7083,213300.0,INLAND +-121.08,38.67,10.0,2499.0,331.0,1040.0,333.0,6.844,239600.0,INLAND +-121.07,38.66,22.0,1831.0,274.0,813.0,269.0,4.6394,173400.0,INLAND +-121.06,38.7,9.0,13255.0,1739.0,5001.0,1627.0,6.314,228900.0,INLAND +-121.0,38.58,12.0,3425.0,549.0,1357.0,451.0,5.3344,217500.0,INLAND +-121.01,38.73,7.0,6322.0,1046.0,2957.0,1024.0,4.7276,197500.0,INLAND +-120.99,38.69,5.0,5743.0,1074.0,2651.0,962.0,4.1163,172500.0,INLAND +-121.02,38.66,4.0,7392.0,1155.0,3096.0,1065.0,4.5246,198900.0,INLAND +-120.99,38.67,8.0,4913.0,744.0,2005.0,723.0,5.4413,187900.0,INLAND +-120.98,38.67,13.0,3432.0,516.0,1286.0,470.0,5.584,186600.0,INLAND +-120.98,38.66,9.0,2073.0,404.0,916.0,373.0,3.225,163300.0,INLAND +-120.98,38.68,5.0,4810.0,909.0,2242.0,900.0,3.2964,176900.0,INLAND +-120.95,38.69,10.0,3421.0,563.0,1689.0,545.0,5.2032,217100.0,INLAND +-120.96,38.66,11.0,2339.0,436.0,1062.0,380.0,3.9036,180800.0,INLAND +-120.97,38.65,9.0,3707.0,602.0,1601.0,555.0,4.0714,300600.0,INLAND +-120.93,38.65,12.0,2213.0,384.0,1097.0,351.0,4.5568,170100.0,INLAND +-120.91,38.62,12.0,4545.0,748.0,2033.0,718.0,4.1843,207600.0,INLAND +-120.95,38.79,12.0,3247.0,579.0,1459.0,517.0,4.3981,202800.0,INLAND +-120.93,38.77,9.0,2229.0,355.0,788.0,341.0,5.5111,196300.0,INLAND +-120.91,38.73,11.0,5460.0,859.0,2645.0,838.0,4.835,230600.0,INLAND +-120.87,38.71,13.0,2692.0,470.0,1302.0,420.0,4.0,167400.0,INLAND +-120.84,38.77,11.0,1013.0,188.0,410.0,158.0,4.825,184600.0,INLAND +-120.86,38.75,15.0,1533.0,300.0,674.0,287.0,2.5625,146100.0,INLAND +-120.83,38.74,17.0,3685.0,775.0,1714.0,734.0,2.2269,128300.0,INLAND +-120.84,38.73,17.0,2616.0,492.0,1158.0,457.0,2.8807,142600.0,INLAND +-120.81,38.73,38.0,2005.0,385.0,882.0,353.0,2.5104,120500.0,INLAND +-120.78,38.74,28.0,4236.0,877.0,2008.0,881.0,2.1603,111300.0,INLAND +-120.81,38.74,29.0,2259.0,482.0,1099.0,463.0,2.3314,121600.0,INLAND +-120.76,38.76,21.0,3509.0,606.0,1576.0,564.0,2.6392,148500.0,INLAND +-120.76,38.73,17.0,512.0,129.0,314.0,140.0,1.5625,108300.0,INLAND +-120.78,38.73,31.0,3117.0,616.0,1606.0,588.0,2.9844,127900.0,INLAND +-120.81,38.73,42.0,1276.0,260.0,799.0,259.0,2.7273,128600.0,INLAND +-120.78,38.72,19.0,4414.0,767.0,1865.0,699.0,3.6406,150900.0,INLAND +-120.67,38.76,35.0,2104.0,403.0,1060.0,400.0,2.1682,138100.0,INLAND +-120.7,38.75,19.0,2325.0,430.0,967.0,376.0,2.9,158700.0,INLAND +-120.71,38.73,17.0,2146.0,396.0,862.0,351.0,2.9219,141300.0,INLAND +-120.58,38.77,15.0,2155.0,394.0,857.0,356.0,4.03,141200.0,INLAND +-120.58,38.77,21.0,1661.0,406.0,789.0,319.0,2.3583,108700.0,INLAND +-120.6,38.76,22.0,1236.0,273.0,615.0,248.0,3.0217,106900.0,INLAND +-120.59,38.76,21.0,1728.0,417.0,731.0,334.0,1.7266,94700.0,INLAND +-120.63,38.75,17.0,3145.0,621.0,1432.0,559.0,2.7201,117500.0,INLAND +-120.7,38.69,13.0,4492.0,821.0,2093.0,734.0,4.0709,151700.0,INLAND +-120.63,38.73,11.0,4577.0,836.0,1944.0,700.0,4.0675,140200.0,INLAND +-120.62,38.71,10.0,6305.0,1150.0,2597.0,921.0,4.0197,132200.0,INLAND +-120.63,38.68,14.0,1821.0,316.0,769.0,266.0,3.0789,131700.0,INLAND +-120.54,38.75,9.0,3006.0,540.0,1102.0,418.0,3.9812,136600.0,INLAND +-120.76,38.6,14.0,2925.0,625.0,1226.0,437.0,2.5865,133800.0,INLAND +-120.66,38.61,19.0,2715.0,596.0,1301.0,473.0,2.5042,126400.0,INLAND +-120.72,38.57,8.0,892.0,185.0,427.0,164.0,2.6833,118800.0,INLAND +-120.59,38.53,15.0,432.0,87.0,208.0,73.0,3.6125,100000.0,INLAND +-120.44,38.61,9.0,2598.0,548.0,796.0,297.0,3.5192,98000.0,INLAND +-120.32,38.71,13.0,1115.0,255.0,86.0,32.0,3.5667,115600.0,INLAND +-120.08,38.8,34.0,1988.0,511.0,36.0,15.0,4.625,162500.0,INLAND +-120.88,38.58,8.0,3417.0,604.0,1703.0,623.0,4.0827,170700.0,INLAND +-120.84,38.63,12.0,1313.0,231.0,731.0,232.0,5.7373,208300.0,INLAND +-120.81,38.67,14.0,8396.0,1578.0,3952.0,1474.0,3.0565,118800.0,INLAND +-120.76,38.65,17.0,2319.0,430.0,1126.0,372.0,3.5511,155900.0,INLAND +-120.85,38.69,18.0,5928.0,1097.0,2697.0,1096.0,3.4872,141400.0,INLAND +-120.79,38.7,13.0,5036.0,1034.0,2243.0,923.0,2.3319,138500.0,INLAND +-119.81,36.73,51.0,956.0,196.0,662.0,180.0,2.101,56700.0,INLAND +-119.81,36.73,47.0,1314.0,416.0,1155.0,326.0,1.372,49600.0,INLAND +-119.81,36.74,36.0,607.0,155.0,483.0,146.0,1.5625,47500.0,INLAND +-119.79,36.73,52.0,112.0,28.0,193.0,40.0,1.975,47500.0,INLAND +-119.8,36.73,45.0,925.0,231.0,797.0,228.0,1.7011,44800.0,INLAND +-119.8,36.72,43.0,1286.0,360.0,972.0,345.0,0.9513,50400.0,INLAND +-119.81,36.72,46.0,1414.0,268.0,902.0,243.0,1.5833,56700.0,INLAND +-119.81,36.73,50.0,772.0,194.0,606.0,167.0,2.2206,59200.0,INLAND +-119.77,36.73,44.0,1960.0,393.0,1286.0,381.0,2.1518,53000.0,INLAND +-119.77,36.72,43.0,1763.0,389.0,1623.0,390.0,1.4427,47700.0,INLAND +-119.78,36.73,52.0,1377.0,319.0,1280.0,259.0,1.2344,43300.0,INLAND +-119.77,36.73,45.0,1081.0,241.0,821.0,230.0,1.7829,52600.0,INLAND +-119.77,36.75,39.0,1287.0,332.0,1386.0,306.0,1.5227,46900.0,INLAND +-119.77,36.74,20.0,1855.0,519.0,1091.0,443.0,1.5547,93900.0,INLAND +-119.78,36.74,15.0,1461.0,415.0,924.0,356.0,2.5045,90300.0,INLAND +-119.78,36.75,35.0,2114.0,506.0,2050.0,474.0,1.2375,50000.0,INLAND +-119.78,36.75,31.0,1404.0,379.0,1515.0,387.0,1.2813,56400.0,INLAND +-119.79,36.74,35.0,853.0,296.0,1228.0,289.0,1.0513,39600.0,INLAND +-119.79,36.74,52.0,173.0,87.0,401.0,84.0,2.1094,75000.0,INLAND +-119.8,36.74,25.0,1717.0,542.0,1343.0,471.0,0.799,51800.0,INLAND +-119.8,36.75,41.0,1659.0,466.0,1391.0,447.0,1.3527,61200.0,INLAND +-119.79,36.75,33.0,3161.0,934.0,3530.0,846.0,1.123,46700.0,INLAND +-119.82,36.74,52.0,610.0,128.0,406.0,122.0,1.8967,43800.0,INLAND +-119.82,36.72,25.0,2581.0,528.0,1642.0,509.0,1.6435,52600.0,INLAND +-119.82,36.72,17.0,1276.0,242.0,927.0,238.0,2.6176,54100.0,INLAND +-119.83,36.73,21.0,1702.0,358.0,1347.0,316.0,2.4137,62100.0,INLAND +-119.83,36.72,28.0,60.0,10.0,46.0,13.0,4.35,67500.0,INLAND +-119.83,36.71,43.0,355.0,81.0,233.0,75.0,2.4167,73900.0,INLAND +-119.79,36.72,19.0,1719.0,391.0,1369.0,368.0,1.25,53000.0,INLAND +-119.8,36.71,29.0,1541.0,291.0,1007.0,313.0,2.0043,53500.0,INLAND +-119.81,36.71,25.0,1026.0,221.0,789.0,183.0,1.5625,52800.0,INLAND +-119.8,36.72,19.0,1334.0,336.0,1171.0,319.0,1.0481,48500.0,INLAND +-119.8,36.72,15.0,1908.0,417.0,1383.0,375.0,1.0472,57800.0,INLAND +-119.79,36.7,23.0,1731.0,363.0,1210.0,341.0,1.3922,49500.0,INLAND +-119.8,36.7,28.0,1592.0,304.0,962.0,282.0,1.3304,51300.0,INLAND +-119.81,36.7,52.0,314.0,57.0,178.0,66.0,1.2404,52500.0,INLAND +-119.78,36.72,22.0,354.0,121.0,530.0,115.0,2.1458,34400.0,INLAND +-119.79,36.72,41.0,1562.0,322.0,927.0,277.0,1.3047,44100.0,INLAND +-119.78,36.71,35.0,1987.0,394.0,1233.0,383.0,1.3587,45300.0,INLAND +-119.74,36.71,17.0,5872.0,1250.0,5034.0,1224.0,2.1905,61800.0,INLAND +-119.76,36.71,29.0,1745.0,441.0,1530.0,391.0,1.5611,44400.0,INLAND +-119.76,36.72,24.0,1240.0,265.0,1035.0,232.0,2.875,60600.0,INLAND +-119.75,36.71,38.0,1481.0,,1543.0,372.0,1.4577,49800.0,INLAND +-119.74,36.73,34.0,1254.0,272.0,1056.0,279.0,2.3269,50800.0,INLAND +-119.74,36.72,25.0,3972.0,842.0,2863.0,729.0,2.1304,58500.0,INLAND +-119.75,36.72,22.0,3247.0,859.0,4179.0,881.0,1.3343,60800.0,INLAND +-119.76,36.73,46.0,1347.0,282.0,854.0,267.0,1.8723,52600.0,INLAND +-119.76,36.73,39.0,1553.0,363.0,1449.0,341.0,1.4419,45500.0,INLAND +-119.75,36.73,39.0,2290.0,539.0,1685.0,536.0,1.6325,52100.0,INLAND +-119.74,36.73,42.0,1236.0,272.0,946.0,261.0,2.0536,50000.0,INLAND +-119.69,36.75,6.0,1926.0,303.0,965.0,316.0,4.7463,93100.0,INLAND +-119.67,36.74,19.0,2788.0,614.0,1365.0,525.0,2.7813,120300.0,INLAND +-119.69,36.74,17.0,2438.0,598.0,1563.0,538.0,1.5449,62500.0,INLAND +-119.69,36.75,13.0,2343.0,409.0,1347.0,405.0,4.0027,93100.0,INLAND +-119.67,36.73,27.0,2845.0,417.0,1219.0,460.0,4.9196,117900.0,INLAND +-119.69,36.73,30.0,2437.0,349.0,1005.0,380.0,7.2211,171700.0,INLAND +-119.69,36.74,23.0,2097.0,385.0,911.0,405.0,3.5128,121600.0,INLAND +-119.69,36.71,25.0,556.0,79.0,249.0,71.0,4.4583,108300.0,INLAND +-119.67,36.72,31.0,843.0,140.0,453.0,149.0,2.6875,153800.0,INLAND +-119.73,36.73,7.0,2461.0,647.0,1587.0,551.0,1.4007,225000.0,INLAND +-119.72,36.73,9.0,1914.0,491.0,1116.0,424.0,1.4646,65900.0,INLAND +-119.72,36.72,15.0,1713.0,246.0,766.0,232.0,6.8162,127200.0,INLAND +-119.73,36.72,26.0,2645.0,1005.0,1660.0,991.0,0.6991,89500.0,INLAND +-119.73,36.73,9.0,1621.0,428.0,678.0,394.0,2.2437,54200.0,INLAND +-119.71,36.73,19.0,3972.0,585.0,1586.0,560.0,5.2608,151400.0,INLAND +-119.72,36.71,7.0,2456.0,463.0,1350.0,424.0,3.0179,91600.0,INLAND +-119.73,36.72,15.0,2246.0,456.0,1190.0,403.0,2.0294,70400.0,INLAND +-119.73,36.68,32.0,755.0,205.0,681.0,207.0,1.7986,49300.0,INLAND +-119.69,36.69,36.0,1432.0,269.0,836.0,237.0,2.1563,88300.0,INLAND +-119.76,36.68,29.0,1243.0,312.0,836.0,277.0,1.8355,74200.0,INLAND +-119.67,36.65,20.0,2512.0,449.0,1464.0,450.0,3.9211,92300.0,INLAND +-119.63,36.64,33.0,1036.0,181.0,620.0,174.0,3.4107,110400.0,INLAND +-119.65,36.62,6.0,1931.0,422.0,1344.0,414.0,1.6607,58000.0,INLAND +-119.68,36.63,39.0,1237.0,256.0,638.0,239.0,3.0139,65300.0,INLAND +-119.74,36.65,19.0,2546.0,463.0,1257.0,418.0,2.9013,89500.0,INLAND +-119.68,36.62,31.0,834.0,229.0,616.0,211.0,1.6602,61200.0,INLAND +-119.73,36.62,35.0,2080.0,365.0,1026.0,333.0,3.5781,92800.0,INLAND +-119.73,36.59,31.0,1551.0,296.0,1058.0,287.0,3.3438,92600.0,INLAND +-119.8,36.68,31.0,2214.0,432.0,1326.0,416.0,2.1691,66700.0,INLAND +-119.78,36.65,27.0,1226.0,240.0,706.0,211.0,2.77,68400.0,INLAND +-119.82,36.64,30.0,1694.0,312.0,1008.0,321.0,2.2466,96000.0,INLAND +-119.8,36.65,34.0,2263.0,423.0,1184.0,407.0,1.7692,74200.0,INLAND +-119.89,36.73,43.0,524.0,93.0,302.0,93.0,2.6146,81300.0,INLAND +-119.87,36.72,30.0,1584.0,316.0,984.0,300.0,2.0658,67900.0,INLAND +-119.89,36.7,32.0,1485.0,269.0,867.0,271.0,2.5809,78300.0,INLAND +-119.85,36.74,35.0,1191.0,190.0,537.0,182.0,3.5375,96700.0,INLAND +-119.84,36.77,6.0,1853.0,473.0,1397.0,417.0,1.4817,72000.0,INLAND +-119.83,36.76,15.0,3291.0,772.0,1738.0,634.0,1.976,67300.0,INLAND +-119.82,36.75,41.0,1022.0,209.0,741.0,213.0,2.0781,48800.0,INLAND +-119.84,36.75,34.0,1186.0,300.0,774.0,271.0,1.575,57100.0,INLAND +-119.83,36.75,33.0,662.0,183.0,607.0,181.0,1.3929,55600.0,INLAND +-119.81,36.76,48.0,2059.0,388.0,834.0,405.0,2.9306,67900.0,INLAND +-119.81,36.76,51.0,2419.0,486.0,1284.0,426.0,2.2029,54200.0,INLAND +-119.81,36.75,52.0,1827.0,356.0,855.0,353.0,1.7636,55100.0,INLAND +-119.82,36.76,41.0,1973.0,399.0,1107.0,375.0,1.8971,66900.0,INLAND +-119.82,36.76,46.0,2194.0,563.0,924.0,542.0,1.4028,68500.0,INLAND +-119.8,36.76,52.0,1853.0,437.0,764.0,390.0,1.6429,69200.0,INLAND +-119.8,36.75,52.0,1788.0,449.0,1156.0,418.0,1.7298,58400.0,INLAND +-119.81,36.76,52.0,1792.0,352.0,1049.0,357.0,2.4375,57100.0,INLAND +-119.8,36.76,52.0,2224.0,418.0,832.0,406.0,2.3952,78400.0,INLAND +-119.79,36.76,52.0,1185.0,260.0,635.0,239.0,1.175,56100.0,INLAND +-119.79,36.75,52.0,377.0,97.0,530.0,96.0,1.0,45000.0,INLAND +-119.8,36.75,46.0,2625.0,593.0,1368.0,551.0,1.5273,59000.0,INLAND +-119.79,36.76,52.0,2408.0,498.0,1361.0,465.0,2.1055,61300.0,INLAND +-119.78,36.76,47.0,1425.0,323.0,949.0,325.0,1.7344,51300.0,INLAND +-119.78,36.75,49.0,1175.0,307.0,982.0,278.0,1.2937,52000.0,INLAND +-119.78,36.75,43.0,2070.0,512.0,1925.0,444.0,1.4635,46600.0,INLAND +-119.78,36.76,50.0,1343.0,322.0,1063.0,342.0,1.75,49800.0,INLAND +-119.76,36.76,23.0,3800.0,1003.0,3786.0,917.0,1.4766,50600.0,INLAND +-119.76,36.75,35.0,1607.0,383.0,1407.0,382.0,2.19,53400.0,INLAND +-119.76,36.75,41.0,1576.0,417.0,1567.0,366.0,1.2545,45500.0,INLAND +-119.77,36.76,40.0,2009.0,519.0,2219.0,505.0,1.2101,49100.0,INLAND +-119.77,36.76,43.0,1623.0,294.0,781.0,272.0,1.869,56000.0,INLAND +-119.77,36.76,43.0,1945.0,413.0,1492.0,422.0,1.5174,54600.0,INLAND +-119.76,36.75,35.0,2347.0,526.0,1676.0,481.0,1.6548,49400.0,INLAND +-119.76,36.74,52.0,2137.0,448.0,1194.0,444.0,1.3029,69100.0,INLAND +-119.77,36.74,50.0,1325.0,280.0,811.0,281.0,1.8667,62800.0,INLAND +-119.77,36.74,51.0,1454.0,235.0,729.0,252.0,3.3125,70100.0,INLAND +-119.77,36.75,44.0,1818.0,412.0,1680.0,418.0,1.7083,48300.0,INLAND +-119.76,36.75,39.0,2233.0,563.0,2031.0,491.0,1.8641,50800.0,INLAND +-119.74,36.75,47.0,2236.0,418.0,1042.0,397.0,2.9545,59600.0,INLAND +-119.74,36.74,39.0,4893.0,1210.0,4749.0,1067.0,1.2065,55600.0,INLAND +-119.75,36.74,39.0,1740.0,351.0,1098.0,347.0,1.8958,51300.0,INLAND +-119.75,36.75,50.0,1515.0,294.0,852.0,297.0,1.9955,54200.0,INLAND +-119.75,36.75,49.0,2331.0,460.0,1290.0,477.0,2.5111,55400.0,INLAND +-119.74,36.76,42.0,2093.0,470.0,1621.0,438.0,1.7994,58700.0,INLAND +-119.74,36.76,36.0,912.0,216.0,842.0,219.0,1.4766,52800.0,INLAND +-119.75,36.76,29.0,2077.0,524.0,1887.0,489.0,1.4107,59800.0,INLAND +-119.75,36.76,32.0,2072.0,497.0,2002.0,470.0,1.3278,44500.0,INLAND +-119.72,36.76,23.0,6403.0,,3573.0,1260.0,2.3006,69000.0,INLAND +-119.72,36.75,11.0,4832.0,993.0,2190.0,888.0,2.6611,74700.0,INLAND +-119.73,36.76,30.0,1548.0,282.0,886.0,311.0,3.1,71300.0,INLAND +-119.72,36.75,27.0,1691.0,282.0,869.0,337.0,3.9514,86900.0,INLAND +-119.73,36.74,14.0,6202.0,1551.0,5561.0,1435.0,1.6073,64700.0,INLAND +-119.73,36.75,39.0,1745.0,321.0,901.0,303.0,3.1719,67900.0,INLAND +-119.7,36.75,11.0,3626.0,779.0,1819.0,731.0,2.4956,87500.0,INLAND +-119.71,36.74,18.0,8099.0,1670.0,4476.0,1514.0,2.4728,88300.0,INLAND +-119.71,36.76,28.0,2675.0,527.0,1392.0,521.0,2.3108,72000.0,INLAND +-119.7,36.8,34.0,1768.0,303.0,888.0,314.0,3.8088,87700.0,INLAND +-119.71,36.79,34.0,1891.0,323.0,966.0,355.0,3.6681,82000.0,INLAND +-119.71,36.77,11.0,5112.0,1384.0,2487.0,1243.0,2.1461,75900.0,INLAND +-119.73,36.8,15.0,2376.0,538.0,1197.0,510.0,3.1417,74600.0,INLAND +-119.72,36.8,16.0,2396.0,526.0,1338.0,518.0,2.1653,78800.0,INLAND +-119.72,36.8,15.0,3045.0,689.0,1340.0,588.0,3.1953,85700.0,INLAND +-119.71,36.8,17.0,2056.0,366.0,1259.0,367.0,3.9338,84700.0,INLAND +-119.71,36.8,17.0,1415.0,267.0,861.0,293.0,3.25,81400.0,INLAND +-119.71,36.81,9.0,1122.0,290.0,662.0,284.0,2.0536,55000.0,INLAND +-119.7,36.8,31.0,1746.0,321.0,1186.0,360.0,2.6932,66400.0,INLAND +-119.71,36.8,25.0,875.0,156.0,646.0,166.0,3.0,72800.0,INLAND +-119.72,36.8,23.0,2128.0,442.0,1047.0,450.0,2.625,71500.0,INLAND +-119.73,36.8,24.0,1316.0,249.0,781.0,260.0,3.7578,69200.0,INLAND +-119.72,36.81,15.0,2175.0,564.0,1194.0,482.0,2.6767,87500.0,INLAND +-119.73,36.77,24.0,4410.0,939.0,2362.0,862.0,2.9406,73000.0,INLAND +-119.74,36.77,30.0,2427.0,482.0,1375.0,518.0,2.5737,76900.0,INLAND +-119.75,36.77,32.0,1962.0,399.0,1005.0,392.0,2.6726,70400.0,INLAND +-119.75,36.78,35.0,1129.0,220.0,474.0,242.0,2.4405,74300.0,INLAND +-119.75,36.78,33.0,1145.0,197.0,508.0,198.0,2.3333,81300.0,INLAND +-119.74,36.78,27.0,4049.0,947.0,2254.0,882.0,2.2467,70700.0,INLAND +-119.76,36.77,36.0,2507.0,466.0,1227.0,474.0,2.785,72300.0,INLAND +-119.76,36.77,38.0,3804.0,814.0,2142.0,816.0,2.1439,60200.0,INLAND +-119.77,36.77,38.0,3065.0,658.0,1441.0,625.0,2.0564,64700.0,INLAND +-119.77,36.78,36.0,3616.0,779.0,1994.0,786.0,2.5434,67300.0,INLAND +-119.77,36.78,40.0,1411.0,284.0,609.0,296.0,1.9375,67700.0,INLAND +-119.77,36.77,29.0,2554.0,705.0,2669.0,655.0,1.2176,61900.0,INLAND +-119.78,36.77,45.0,1315.0,256.0,666.0,240.0,2.3562,58100.0,INLAND +-119.78,36.78,37.0,2185.0,455.0,1143.0,438.0,1.9784,70700.0,INLAND +-119.79,36.77,30.0,1610.0,410.0,1000.0,397.0,2.0357,60200.0,INLAND +-119.8,36.77,52.0,2964.0,512.0,1114.0,486.0,3.8105,87600.0,INLAND +-119.8,36.78,50.0,1818.0,374.0,737.0,338.0,2.2614,73000.0,INLAND +-119.79,36.78,41.0,2227.0,462.0,1129.0,415.0,2.319,59100.0,INLAND +-119.79,36.77,43.0,2323.0,502.0,1144.0,471.0,2.3967,58700.0,INLAND +-119.81,36.78,52.0,2281.0,371.0,839.0,367.0,3.5972,89900.0,INLAND +-119.81,36.77,49.0,1749.0,314.0,705.0,300.0,3.15,72200.0,INLAND +-119.81,36.77,48.0,1805.0,329.0,741.0,331.0,2.5804,78900.0,INLAND +-119.81,36.77,43.0,2341.0,395.0,890.0,375.0,3.4265,85000.0,INLAND +-119.81,36.78,37.0,1965.0,364.0,796.0,335.0,3.625,83400.0,INLAND +-119.82,36.78,36.0,1370.0,289.0,812.0,282.0,2.6127,69600.0,INLAND +-119.82,36.77,41.0,1441.0,274.0,646.0,296.0,3.0568,71300.0,INLAND +-119.82,36.77,36.0,2252.0,468.0,1117.0,442.0,2.9081,65600.0,INLAND +-119.83,36.77,32.0,2867.0,615.0,1705.0,570.0,2.4286,68100.0,INLAND +-119.83,36.77,23.0,2168.0,503.0,1190.0,425.0,2.625,71600.0,INLAND +-119.83,36.78,30.0,3162.0,640.0,1660.0,639.0,2.8359,80300.0,INLAND +-119.87,36.79,8.0,2875.0,548.0,1718.0,551.0,3.6522,80200.0,INLAND +-119.87,36.79,7.0,1932.0,419.0,1014.0,389.0,3.0938,76700.0,INLAND +-119.89,36.79,5.0,3821.0,705.0,2179.0,694.0,3.7821,80400.0,INLAND +-119.87,36.78,4.0,6102.0,1114.0,3406.0,1115.0,3.4213,84500.0,INLAND +-119.85,36.78,8.0,3096.0,684.0,1454.0,545.0,2.7857,79700.0,INLAND +-119.86,36.78,7.0,2232.0,490.0,1274.0,499.0,2.9853,74700.0,INLAND +-119.85,36.77,9.0,1142.0,314.0,620.0,283.0,2.0446,81300.0,INLAND +-119.85,36.77,27.0,1510.0,344.0,847.0,295.0,2.9315,83200.0,INLAND +-119.85,36.76,10.0,2067.0,450.0,845.0,354.0,1.8214,80100.0,INLAND +-119.85,36.75,24.0,1143.0,245.0,608.0,240.0,2.8194,81100.0,INLAND +-119.87,36.76,34.0,1649.0,323.0,919.0,316.0,2.875,74500.0,INLAND +-119.9,36.79,22.0,1970.0,332.0,1066.0,319.0,3.3125,106100.0,INLAND +-119.89,36.76,17.0,1987.0,335.0,1152.0,313.0,4.1719,126400.0,INLAND +-119.92,36.77,18.0,1422.0,243.0,702.0,230.0,3.6204,119800.0,INLAND +-120.08,36.79,38.0,1446.0,285.0,928.0,255.0,2.9808,89600.0,INLAND +-120.21,36.77,20.0,1745.0,348.0,1093.0,302.0,2.3194,90600.0,INLAND +-120.1,36.66,19.0,2020.0,416.0,1341.0,360.0,1.7,69000.0,INLAND +-119.98,36.74,26.0,1453.0,251.0,896.0,260.0,3.4861,112500.0,INLAND +-120.0,36.7,33.0,1902.0,370.0,1168.0,358.0,2.6852,70800.0,INLAND +-120.04,36.74,14.0,3182.0,730.0,2298.0,721.0,1.6168,71800.0,INLAND +-120.05,36.72,24.0,1961.0,422.0,1559.0,374.0,1.8299,57800.0,INLAND +-120.08,36.72,22.0,1339.0,251.0,820.0,276.0,3.6,83200.0,INLAND +-120.06,36.72,32.0,981.0,237.0,736.0,249.0,1.8,60400.0,INLAND +-120.07,36.74,19.0,2627.0,502.0,1295.0,441.0,3.087,88200.0,INLAND +-119.95,36.8,30.0,1233.0,214.0,620.0,199.0,3.4297,112500.0,INLAND +-119.99,36.8,45.0,1270.0,242.0,598.0,214.0,3.2813,105400.0,INLAND +-120.02,36.8,25.0,1270.0,255.0,1050.0,245.0,2.1618,55300.0,INLAND +-120.04,36.79,48.0,1341.0,239.0,671.0,208.0,2.7917,82800.0,INLAND +-119.91,36.83,29.0,2205.0,366.0,1072.0,345.0,3.8056,165400.0,INLAND +-119.88,36.81,30.0,2288.0,474.0,1435.0,425.0,1.3221,61200.0,INLAND +-119.88,36.85,8.0,2580.0,372.0,1111.0,393.0,7.5,256200.0,INLAND +-119.87,36.83,4.0,4833.0,784.0,2088.0,789.0,5.1781,122500.0,INLAND +-119.85,36.83,15.0,2563.0,335.0,1080.0,356.0,6.7181,160300.0,INLAND +-119.85,36.83,11.0,2497.0,427.0,1101.0,405.0,4.8036,141600.0,INLAND +-119.86,36.82,12.0,1488.0,253.0,675.0,223.0,4.7622,89300.0,INLAND +-119.85,36.82,9.0,3995.0,778.0,1691.0,712.0,3.3239,91300.0,INLAND +-119.85,36.82,15.0,1387.0,236.0,638.0,195.0,5.5842,88900.0,INLAND +-119.85,36.82,16.0,1852.0,274.0,887.0,286.0,5.5405,119300.0,INLAND +-119.88,36.83,2.0,4055.0,735.0,1730.0,654.0,4.2132,96500.0,INLAND +-119.86,36.81,4.0,4530.0,1070.0,1804.0,837.0,3.3942,72100.0,INLAND +-119.87,36.81,6.0,1891.0,341.0,969.0,330.0,4.6726,107800.0,INLAND +-119.85,36.81,15.0,1743.0,310.0,1011.0,325.0,3.755,68000.0,INLAND +-119.85,36.8,14.0,1876.0,324.0,1031.0,311.0,3.6563,88800.0,INLAND +-119.85,36.8,14.0,4177.0,914.0,2300.0,867.0,2.9565,73000.0,INLAND +-119.86,36.8,18.0,2536.0,516.0,1196.0,466.0,2.5595,67900.0,INLAND +-119.84,36.85,8.0,3791.0,487.0,1424.0,475.0,10.5144,345900.0,INLAND +-119.85,36.84,12.0,2272.0,304.0,840.0,305.0,8.9669,213900.0,INLAND +-119.84,36.84,12.0,2396.0,290.0,863.0,258.0,8.7716,229200.0,INLAND +-119.84,36.83,17.0,2273.0,298.0,700.0,263.0,6.8645,195900.0,INLAND +-119.83,36.83,14.0,2351.0,341.0,1128.0,363.0,6.9903,141200.0,INLAND +-119.82,36.83,14.0,2982.0,412.0,1408.0,423.0,5.3241,123000.0,INLAND +-119.84,36.83,17.0,3012.0,408.0,987.0,362.0,7.4201,229700.0,INLAND +-119.82,36.83,16.0,2868.0,376.0,1016.0,379.0,6.1175,144700.0,INLAND +-119.84,36.82,17.0,2807.0,376.0,996.0,353.0,5.5357,167700.0,INLAND +-119.83,36.82,14.0,1087.0,165.0,365.0,176.0,7.2909,155600.0,INLAND +-119.82,36.82,28.0,2268.0,336.0,752.0,330.0,5.2809,151500.0,INLAND +-119.82,36.81,25.0,3305.0,551.0,1149.0,500.0,5.0698,150900.0,INLAND +-119.84,36.81,18.0,2789.0,378.0,937.0,364.0,7.7062,188300.0,INLAND +-119.78,36.86,10.0,2902.0,363.0,1200.0,363.0,8.3608,187300.0,INLAND +-119.77,36.86,7.0,4139.0,544.0,1843.0,562.0,8.2737,193500.0,INLAND +-119.77,36.85,8.0,1519.0,234.0,711.0,248.0,5.9897,123600.0,INLAND +-119.77,36.84,15.0,1924.0,262.0,848.0,277.0,5.3886,125300.0,INLAND +-119.77,36.84,15.0,2058.0,412.0,891.0,378.0,3.2569,124400.0,INLAND +-119.78,36.84,7.0,4907.0,1075.0,2014.0,909.0,3.2147,111900.0,INLAND +-119.78,36.85,12.0,782.0,166.0,292.0,164.0,2.8274,79500.0,INLAND +-119.78,36.86,8.0,3468.0,675.0,1604.0,626.0,4.2071,128300.0,INLAND +-119.79,36.85,11.0,2596.0,619.0,1765.0,539.0,1.9511,54000.0,INLAND +-119.79,36.84,22.0,1529.0,375.0,1543.0,395.0,1.7926,51700.0,INLAND +-119.8,36.86,7.0,6434.0,1201.0,2733.0,1045.0,3.7656,145000.0,INLAND +-119.81,36.85,17.0,2340.0,370.0,1174.0,396.0,4.2304,94400.0,INLAND +-119.82,36.84,7.0,2289.0,342.0,1077.0,354.0,5.4868,158800.0,INLAND +-119.82,36.84,9.0,2340.0,544.0,860.0,520.0,3.3229,119300.0,INLAND +-119.81,36.83,19.0,6789.0,1200.0,2325.0,1109.0,4.049,126000.0,INLAND +-119.81,36.83,10.0,5780.0,922.0,2712.0,883.0,5.6445,135500.0,INLAND +-119.78,36.83,11.0,2754.0,663.0,1328.0,604.0,2.3667,69300.0,INLAND +-119.79,36.82,25.0,2330.0,462.0,1215.0,467.0,3.2143,93000.0,INLAND +-119.8,36.83,17.0,1560.0,261.0,709.0,258.0,4.3315,95800.0,INLAND +-119.79,36.83,15.0,3356.0,694.0,1232.0,627.0,2.2215,72200.0,INLAND +-119.79,36.82,23.0,4358.0,819.0,1852.0,802.0,3.4167,105200.0,INLAND +-119.78,36.82,22.0,4241.0,1147.0,1929.0,971.0,1.7708,53500.0,INLAND +-119.8,36.82,24.0,5377.0,1005.0,2010.0,982.0,3.4542,121200.0,INLAND +-119.81,36.81,33.0,3972.0,594.0,1324.0,561.0,5.4513,143300.0,INLAND +-119.8,36.8,43.0,1951.0,288.0,725.0,308.0,6.3359,169300.0,INLAND +-119.81,36.8,38.0,2252.0,325.0,777.0,314.0,6.1575,160100.0,INLAND +-119.83,36.8,24.0,3756.0,681.0,1586.0,739.0,3.8571,90100.0,INLAND +-119.82,36.8,33.0,1670.0,256.0,528.0,250.0,2.9471,99500.0,INLAND +-119.81,36.8,29.0,2806.0,552.0,1242.0,540.0,3.5958,88800.0,INLAND +-119.83,36.8,16.0,6101.0,1200.0,3407.0,1134.0,3.125,80800.0,INLAND +-119.84,36.8,16.0,2849.0,506.0,1508.0,478.0,3.4074,72700.0,INLAND +-119.84,36.8,19.0,3244.0,776.0,1463.0,710.0,2.0469,66900.0,INLAND +-119.83,36.79,35.0,1872.0,363.0,1054.0,369.0,3.3272,65600.0,INLAND +-119.83,36.78,35.0,1789.0,357.0,933.0,357.0,2.5223,66200.0,INLAND +-119.84,36.78,24.0,3242.0,795.0,2764.0,773.0,1.3385,58800.0,INLAND +-119.84,36.79,21.0,3235.0,648.0,1820.0,614.0,3.3447,71400.0,INLAND +-119.83,36.79,24.0,3505.0,819.0,2098.0,774.0,1.9575,67000.0,INLAND +-119.81,36.78,35.0,1012.0,245.0,633.0,240.0,2.0324,55500.0,INLAND +-119.81,36.78,36.0,1650.0,313.0,660.0,298.0,3.0,79700.0,INLAND +-119.82,36.78,36.0,1582.0,313.0,761.0,318.0,2.6055,69200.0,INLAND +-119.82,36.79,35.0,1474.0,291.0,709.0,294.0,2.6522,65900.0,INLAND +-119.82,36.79,18.0,5822.0,1439.0,3415.0,1224.0,1.6854,64700.0,INLAND +-119.81,36.79,35.0,2314.0,443.0,954.0,457.0,2.9506,73800.0,INLAND +-119.79,36.79,33.0,3433.0,785.0,1806.0,783.0,1.9386,67500.0,INLAND +-119.79,36.78,38.0,1912.0,456.0,1131.0,408.0,2.03,58800.0,INLAND +-119.8,36.78,43.0,2382.0,431.0,874.0,380.0,3.5542,96500.0,INLAND +-119.81,36.79,39.0,2471.0,460.0,1118.0,431.0,2.4167,71900.0,INLAND +-119.8,36.79,45.0,1337.0,187.0,471.0,187.0,5.187,153800.0,INLAND +-119.79,36.81,35.0,1877.0,328.0,1155.0,353.0,3.069,69600.0,INLAND +-119.78,36.8,34.0,2200.0,493.0,1243.0,431.0,1.8514,66500.0,INLAND +-119.79,36.8,27.0,2462.0,484.0,852.0,449.0,3.32,124700.0,INLAND +-119.79,36.81,33.0,1461.0,261.0,494.0,254.0,4.25,132200.0,INLAND +-119.77,36.79,34.0,2679.0,460.0,1141.0,470.0,3.2642,89600.0,INLAND +-119.78,36.78,31.0,2164.0,456.0,959.0,463.0,2.3293,73400.0,INLAND +-119.79,36.79,26.0,1700.0,423.0,909.0,386.0,2.256,64500.0,INLAND +-119.79,36.79,19.0,1524.0,448.0,960.0,386.0,1.5122,47500.0,INLAND +-119.78,36.79,33.0,2260.0,440.0,966.0,413.0,2.9301,68300.0,INLAND +-119.76,36.79,26.0,3654.0,837.0,1976.0,830.0,2.1544,72800.0,INLAND +-119.76,36.78,30.0,6117.0,1330.0,2768.0,1224.0,2.1383,78800.0,INLAND +-119.77,36.79,27.0,2258.0,427.0,1076.0,423.0,2.9937,81100.0,INLAND +-119.76,36.79,32.0,2463.0,468.0,1261.0,486.0,3.3281,75100.0,INLAND +-119.74,36.79,28.0,2857.0,619.0,1614.0,592.0,2.1573,71400.0,INLAND +-119.75,36.78,28.0,3257.0,752.0,1981.0,712.0,2.293,71700.0,INLAND +-119.76,36.8,29.0,3494.0,662.0,1781.0,616.0,2.5893,70900.0,INLAND +-119.77,36.8,32.0,3461.0,665.0,1507.0,649.0,2.9244,84600.0,INLAND +-119.78,36.8,34.0,3426.0,623.0,1938.0,647.0,2.8994,66000.0,INLAND +-119.76,36.8,20.0,6257.0,1346.0,2795.0,1267.0,2.2094,83700.0,INLAND +-119.77,36.8,24.0,3748.0,770.0,1827.0,719.0,2.7222,83100.0,INLAND +-119.74,36.8,18.0,10862.0,2401.0,5466.0,2209.0,2.4678,74300.0,INLAND +-119.75,36.8,25.0,2718.0,504.0,1257.0,465.0,2.3333,90600.0,INLAND +-119.75,36.8,30.0,3308.0,662.0,1894.0,648.0,2.197,74500.0,INLAND +-119.76,36.81,19.0,4643.0,1429.0,4638.0,1335.0,1.2716,69400.0,INLAND +-119.77,36.81,25.0,1565.0,271.0,661.0,275.0,3.4279,84700.0,INLAND +-119.76,36.82,17.0,6932.0,1486.0,3056.0,1453.0,2.3375,99300.0,INLAND +-119.77,36.81,28.0,1713.0,302.0,663.0,282.0,3.567,85500.0,INLAND +-119.78,36.82,25.0,5016.0,,2133.0,928.0,3.625,89500.0,INLAND +-119.78,36.83,18.0,4164.0,741.0,1817.0,681.0,4.2153,95200.0,INLAND +-119.76,36.83,22.0,2803.0,438.0,1234.0,457.0,4.5179,99600.0,INLAND +-119.76,36.83,20.0,3214.0,446.0,1360.0,463.0,5.2595,110900.0,INLAND +-119.77,36.83,19.0,3237.0,507.0,1378.0,510.0,4.7804,101100.0,INLAND +-119.77,36.83,16.0,2360.0,355.0,1034.0,359.0,5.0635,108500.0,INLAND +-119.76,36.83,17.0,3690.0,628.0,1888.0,601.0,4.0196,84200.0,INLAND +-119.75,36.83,15.0,2793.0,436.0,1411.0,441.0,4.9292,109400.0,INLAND +-119.74,36.83,14.0,4675.0,829.0,2235.0,787.0,4.1098,108200.0,INLAND +-119.77,36.91,3.0,7520.0,1143.0,2878.0,1077.0,5.3272,174200.0,INLAND +-119.75,36.87,3.0,13802.0,2244.0,5226.0,1972.0,5.0941,143700.0,INLAND +-119.74,36.85,3.0,10425.0,2121.0,4432.0,1778.0,3.9032,140800.0,INLAND +-119.7,36.94,15.0,1449.0,277.0,649.0,265.0,2.4861,86300.0,INLAND +-119.71,36.88,17.0,2236.0,315.0,992.0,312.0,6.9405,165200.0,INLAND +-119.69,36.86,20.0,1676.0,263.0,786.0,240.0,4.0,164600.0,INLAND +-119.69,36.85,20.0,2655.0,432.0,1081.0,379.0,4.5398,143100.0,INLAND +-119.67,36.89,15.0,2373.0,364.0,1280.0,386.0,5.308,167500.0,INLAND +-119.7,36.83,23.0,3532.0,756.0,1885.0,758.0,2.5904,71400.0,INLAND +-119.7,36.82,25.0,2379.0,540.0,1482.0,484.0,2.3173,68200.0,INLAND +-119.7,36.81,32.0,2623.0,528.0,1570.0,492.0,2.7159,68000.0,INLAND +-119.71,36.83,5.0,1087.0,338.0,623.0,362.0,1.8061,113400.0,INLAND +-119.71,36.83,15.0,2727.0,500.0,1228.0,436.0,3.5078,109000.0,INLAND +-119.73,36.83,8.0,3602.0,,1959.0,580.0,5.3478,138800.0,INLAND +-119.73,36.83,14.0,3348.0,491.0,1584.0,493.0,5.0828,111400.0,INLAND +-119.71,36.82,12.0,2144.0,568.0,1320.0,566.0,2.3381,112500.0,INLAND +-119.71,36.81,19.0,2282.0,550.0,1034.0,500.0,1.6618,69700.0,INLAND +-119.71,36.81,19.0,1648.0,368.0,557.0,354.0,1.7969,72800.0,INLAND +-119.72,36.81,28.0,1651.0,305.0,780.0,309.0,2.9453,72200.0,INLAND +-119.73,36.81,19.0,1699.0,356.0,994.0,368.0,2.7778,79700.0,INLAND +-119.72,36.82,16.0,2627.0,613.0,1054.0,623.0,1.9483,112500.0,INLAND +-119.72,36.82,15.0,946.0,239.0,550.0,246.0,2.2639,52500.0,INLAND +-119.69,36.83,7.0,2075.0,353.0,1040.0,362.0,3.9943,100200.0,INLAND +-119.69,36.83,8.0,943.0,189.0,475.0,155.0,4.9327,89500.0,INLAND +-119.69,36.83,32.0,1098.0,,726.0,224.0,1.4913,54600.0,INLAND +-119.69,36.83,28.0,1868.0,350.0,898.0,329.0,3.1814,78900.0,INLAND +-119.67,36.83,3.0,2029.0,336.0,1003.0,340.0,4.4356,111300.0,INLAND +-119.67,36.83,4.0,2145.0,334.0,1024.0,308.0,5.0864,113700.0,INLAND +-119.68,36.83,11.0,2455.0,344.0,1110.0,339.0,6.1133,120000.0,INLAND +-119.67,36.82,2.0,2579.0,376.0,1133.0,342.0,4.5577,123300.0,INLAND +-119.67,36.81,4.0,1262.0,216.0,622.0,199.0,4.9432,114400.0,INLAND +-119.68,36.81,13.0,2589.0,413.0,1356.0,435.0,5.0253,106200.0,INLAND +-119.69,36.82,17.0,1897.0,433.0,1207.0,384.0,1.8021,55900.0,INLAND +-119.69,36.82,15.0,3303.0,512.0,1687.0,505.0,4.81,93600.0,INLAND +-119.68,36.81,16.0,2668.0,454.0,1536.0,457.0,3.9792,88900.0,INLAND +-119.69,36.81,13.0,1524.0,366.0,994.0,370.0,2.5446,93800.0,INLAND +-119.69,36.81,15.0,2892.0,496.0,1634.0,501.0,4.4934,88000.0,INLAND +-119.68,36.8,7.0,2855.0,518.0,1748.0,498.0,4.2066,88400.0,INLAND +-119.69,36.8,31.0,2576.0,458.0,1306.0,418.0,3.2813,68700.0,INLAND +-119.67,36.8,9.0,3712.0,508.0,1632.0,474.0,6.011,163100.0,INLAND +-119.69,36.79,13.0,1736.0,313.0,993.0,314.0,3.7697,83600.0,INLAND +-119.68,36.79,16.0,1551.0,,1010.0,292.0,3.5417,71300.0,INLAND +-119.69,36.79,15.0,2524.0,451.0,1207.0,424.0,2.7404,76300.0,INLAND +-119.69,36.77,22.0,2456.0,496.0,1720.0,417.0,2.6875,60600.0,INLAND +-119.69,36.79,5.0,2613.0,476.0,1490.0,481.0,4.0993,83000.0,INLAND +-119.68,36.77,21.0,1260.0,182.0,583.0,205.0,6.0132,150800.0,INLAND +-119.64,36.85,15.0,2397.0,353.0,1258.0,347.0,4.9904,157300.0,INLAND +-119.64,36.82,14.0,4872.0,656.0,2085.0,617.0,5.6739,173800.0,INLAND +-119.63,36.79,19.0,1317.0,189.0,517.0,187.0,4.526,148700.0,INLAND +-119.63,36.76,22.0,4126.0,614.0,1795.0,613.0,4.925,154700.0,INLAND +-119.63,36.7,42.0,1338.0,215.0,617.0,222.0,3.0833,133300.0,INLAND +-119.53,36.78,20.0,2822.0,479.0,1372.0,455.0,4.5625,136900.0,INLAND +-119.58,36.83,13.0,6135.0,863.0,2473.0,774.0,5.4895,156700.0,INLAND +-119.58,36.77,19.0,3225.0,548.0,1760.0,542.0,4.0227,126500.0,INLAND +-119.59,36.72,18.0,1284.0,193.0,621.0,190.0,4.5375,130600.0,INLAND +-119.5,36.74,20.0,1089.0,208.0,531.0,212.0,4.5938,106900.0,INLAND +-119.57,36.72,11.0,2510.0,460.0,1248.0,445.0,3.6161,99500.0,INLAND +-119.56,36.71,29.0,1963.0,392.0,1208.0,398.0,2.5741,73000.0,INLAND +-119.56,36.71,37.0,1609.0,374.0,1173.0,344.0,2.181,59900.0,INLAND +-119.57,36.71,10.0,1657.0,359.0,958.0,380.0,2.6458,84800.0,INLAND +-119.57,36.7,34.0,1759.0,354.0,899.0,337.0,2.6823,72900.0,INLAND +-119.56,36.7,40.0,1195.0,326.0,1135.0,315.0,2.1182,58900.0,INLAND +-119.55,36.7,31.0,1671.0,372.0,1371.0,347.0,2.3687,63900.0,INLAND +-119.57,36.7,30.0,2370.0,412.0,1248.0,410.0,3.1442,72300.0,INLAND +-119.57,36.7,7.0,1761.0,309.0,974.0,308.0,3.7261,83900.0,INLAND +-119.58,36.69,42.0,1032.0,215.0,812.0,225.0,1.9766,58100.0,INLAND +-119.55,36.69,21.0,1551.0,423.0,1519.0,406.0,1.7132,55900.0,INLAND +-119.54,36.7,20.0,1815.0,375.0,1665.0,357.0,2.2448,58900.0,INLAND +-119.55,36.71,32.0,1963.0,508.0,2052.0,518.0,1.9076,55800.0,INLAND +-119.55,36.72,6.0,1186.0,234.0,1135.0,218.0,2.1515,63900.0,INLAND +-119.52,36.71,21.0,1834.0,321.0,1120.0,314.0,2.59,69300.0,INLAND +-119.47,36.69,19.0,3351.0,589.0,1578.0,542.0,3.2917,160100.0,INLAND +-119.41,36.68,18.0,1802.0,332.0,945.0,292.0,3.4044,115300.0,INLAND +-119.43,36.63,25.0,1784.0,312.0,904.0,303.0,3.625,107600.0,INLAND +-119.39,36.64,38.0,949.0,190.0,578.0,187.0,2.3618,80000.0,INLAND +-119.4,36.59,37.0,1486.0,296.0,977.0,290.0,3.5074,93800.0,INLAND +-119.49,37.1,24.0,2532.0,555.0,1564.0,507.0,2.3359,92400.0,INLAND +-119.61,36.94,14.0,863.0,151.0,315.0,135.0,4.2679,151800.0,INLAND +-119.57,37.02,16.0,4199.0,794.0,2140.0,722.0,3.332,111800.0,INLAND +-119.48,37.0,16.0,2904.0,551.0,1467.0,509.0,3.1736,111800.0,INLAND +-119.46,36.91,12.0,2980.0,495.0,1184.0,429.0,3.9141,123900.0,INLAND +-119.33,36.89,15.0,1879.0,411.0,755.0,294.0,2.0,83300.0,INLAND +-119.21,37.25,44.0,3042.0,697.0,335.0,115.0,4.1838,85600.0,INLAND +-118.94,37.13,12.0,2255.0,472.0,1006.0,334.0,4.1563,94000.0,INLAND +-119.4,37.09,22.0,2211.0,477.0,773.0,288.0,3.3269,102700.0,INLAND +-119.34,37.12,23.0,1881.0,380.0,64.0,37.0,3.875,125000.0,INLAND +-119.28,37.11,34.0,1901.0,394.0,171.0,73.0,3.0729,144600.0,INLAND +-119.32,37.06,15.0,3111.0,651.0,276.0,107.0,5.1314,179200.0,INLAND +-118.91,36.79,19.0,1616.0,324.0,187.0,80.0,3.7857,78600.0,INLAND +-119.24,36.8,17.0,2052.0,405.0,975.0,340.0,2.6902,94400.0,INLAND +-119.25,36.71,13.0,2813.0,579.0,1385.0,512.0,2.2202,100000.0,INLAND +-119.12,36.69,13.0,3963.0,812.0,1905.0,671.0,2.2278,90500.0,INLAND +-119.34,36.62,26.0,1922.0,339.0,1148.0,332.0,2.6058,92200.0,INLAND +-119.31,36.63,26.0,1874.0,416.0,1834.0,432.0,1.6486,55200.0,INLAND +-119.31,36.62,33.0,1485.0,374.0,1544.0,329.0,1.7292,52000.0,INLAND +-119.32,36.62,15.0,1070.0,256.0,1070.0,243.0,1.5642,51500.0,INLAND +-119.31,36.62,25.0,831.0,230.0,947.0,244.0,1.4481,51700.0,INLAND +-119.43,36.61,19.0,1484.0,296.0,1296.0,298.0,2.4219,65800.0,INLAND +-119.44,36.6,5.0,2353.0,608.0,2505.0,573.0,2.2863,69200.0,INLAND +-119.44,36.6,34.0,864.0,184.0,579.0,171.0,2.0417,72500.0,INLAND +-119.45,36.6,42.0,510.0,88.0,247.0,99.0,2.5,73000.0,INLAND +-119.46,36.61,13.0,1348.0,258.0,719.0,246.0,3.625,108300.0,INLAND +-119.45,36.61,24.0,1302.0,,693.0,243.0,3.7917,90500.0,INLAND +-119.44,36.61,17.0,1531.0,280.0,775.0,246.0,3.9073,91600.0,INLAND +-119.43,36.59,15.0,1371.0,306.0,1266.0,309.0,1.767,63300.0,INLAND +-119.44,36.59,32.0,1153.0,236.0,761.0,241.0,2.825,67600.0,INLAND +-119.45,36.6,36.0,2294.0,489.0,1430.0,454.0,1.8975,60900.0,INLAND +-119.44,36.59,28.0,1343.0,330.0,1331.0,305.0,1.516,56700.0,INLAND +-119.46,36.6,18.0,1404.0,226.0,754.0,229.0,3.9844,118100.0,INLAND +-119.45,36.59,41.0,1749.0,342.0,1171.0,314.0,1.6875,66100.0,INLAND +-119.44,36.58,37.0,1054.0,,879.0,257.0,2.5234,63500.0,INLAND +-119.45,36.58,18.0,1425.0,280.0,753.0,266.0,3.7813,87300.0,INLAND +-119.45,36.59,28.0,1274.0,215.0,572.0,202.0,3.825,84200.0,INLAND +-119.55,36.6,18.0,2379.0,448.0,1638.0,436.0,2.309,57100.0,INLAND +-119.54,36.61,20.0,1490.0,318.0,1474.0,326.0,1.4937,54700.0,INLAND +-119.55,36.61,14.0,3004.0,793.0,3535.0,735.0,1.586,56900.0,INLAND +-119.5,36.62,34.0,1440.0,267.0,1018.0,265.0,2.2206,63400.0,INLAND +-119.49,36.58,21.0,2106.0,410.0,867.0,380.0,1.9913,95300.0,INLAND +-119.52,36.61,33.0,1225.0,275.0,1065.0,248.0,1.8958,55100.0,INLAND +-119.53,36.61,33.0,587.0,170.0,730.0,162.0,1.5625,55800.0,INLAND +-119.6,36.66,27.0,1388.0,296.0,1056.0,284.0,1.6094,55200.0,INLAND +-119.59,36.64,27.0,823.0,171.0,798.0,200.0,3.0521,113800.0,INLAND +-119.53,36.65,43.0,1676.0,320.0,1056.0,276.0,2.5562,93200.0,INLAND +-119.63,36.6,33.0,1589.0,294.0,1102.0,307.0,1.9676,62400.0,INLAND +-119.62,36.58,13.0,1788.0,405.0,1652.0,411.0,2.6858,62400.0,INLAND +-119.59,36.57,19.0,1733.0,303.0,911.0,281.0,3.5987,131700.0,INLAND +-119.6,36.58,28.0,1452.0,300.0,919.0,308.0,2.8287,73100.0,INLAND +-119.61,36.58,29.0,1312.0,280.0,788.0,271.0,2.6974,73000.0,INLAND +-119.62,36.59,17.0,2287.0,390.0,1330.0,393.0,4.0197,88000.0,INLAND +-119.61,36.59,10.0,2842.0,620.0,1443.0,576.0,2.2727,92700.0,INLAND +-119.6,36.57,42.0,2311.0,439.0,1347.0,436.0,2.5556,69700.0,INLAND +-119.6,36.57,33.0,1923.0,403.0,1205.0,389.0,1.8333,68300.0,INLAND +-119.61,36.57,42.0,2242.0,521.0,1359.0,483.0,1.5833,65100.0,INLAND +-119.63,36.58,22.0,1794.0,435.0,1127.0,359.0,1.2647,55300.0,INLAND +-119.6,36.56,36.0,738.0,168.0,737.0,186.0,1.4415,54400.0,INLAND +-119.64,36.56,34.0,576.0,117.0,363.0,97.0,2.0658,92500.0,INLAND +-119.61,36.56,34.0,1911.0,497.0,1886.0,481.0,1.625,53000.0,INLAND +-119.62,36.56,30.0,1722.0,372.0,1467.0,403.0,1.8878,51600.0,INLAND +-119.53,36.55,34.0,2065.0,343.0,1041.0,313.0,3.2917,111500.0,INLAND +-119.54,36.52,16.0,2703.0,415.0,1106.0,372.0,4.2045,120900.0,INLAND +-119.55,36.51,46.0,1889.0,390.0,971.0,403.0,2.2132,76600.0,INLAND +-119.56,36.51,37.0,1018.0,213.0,663.0,204.0,1.6635,67000.0,INLAND +-119.56,36.51,9.0,3860.0,809.0,2157.0,770.0,2.5033,70100.0,INLAND +-119.55,36.52,31.0,1986.0,417.0,1042.0,422.0,3.0294,70200.0,INLAND +-119.56,36.53,19.0,2746.0,495.0,1670.0,518.0,3.2019,95700.0,INLAND +-119.73,36.56,32.0,1513.0,272.0,1038.0,272.0,3.0469,82700.0,INLAND +-119.67,36.57,32.0,1604.0,292.0,868.0,276.0,2.1908,110000.0,INLAND +-119.65,36.51,30.0,1671.0,319.0,966.0,282.0,3.1333,100000.0,INLAND +-119.59,36.52,35.0,990.0,192.0,674.0,178.0,3.3214,101600.0,INLAND +-119.73,36.52,20.0,1741.0,331.0,1466.0,289.0,2.5921,94200.0,INLAND +-119.77,36.44,26.0,1727.0,289.0,802.0,259.0,3.2083,75000.0,INLAND +-119.69,36.46,29.0,1702.0,301.0,914.0,280.0,2.8125,79200.0,INLAND +-119.69,36.43,29.0,1799.0,356.0,1278.0,387.0,1.7813,57900.0,INLAND +-119.87,36.54,34.0,1370.0,287.0,818.0,269.0,2.4044,72500.0,INLAND +-119.79,36.55,32.0,1393.0,276.0,999.0,245.0,2.0216,76800.0,INLAND +-119.81,36.51,31.0,1241.0,254.0,767.0,226.0,2.7321,83600.0,INLAND +-119.84,36.54,19.0,1310.0,241.0,702.0,217.0,2.4375,78200.0,INLAND +-119.83,36.54,31.0,1732.0,332.0,979.0,294.0,2.5208,60000.0,INLAND +-119.89,36.64,34.0,1422.0,237.0,716.0,222.0,2.975,90000.0,INLAND +-119.97,36.57,17.0,1497.0,308.0,1425.0,247.0,2.0313,69400.0,INLAND +-119.9,36.58,20.0,1935.0,363.0,1319.0,359.0,2.4814,74600.0,INLAND +-119.81,36.6,24.0,2246.0,462.0,1291.0,394.0,2.4006,76400.0,INLAND +-119.86,36.45,19.0,2439.0,462.0,1416.0,469.0,2.4474,75600.0,INLAND +-119.86,36.43,34.0,1175.0,251.0,683.0,261.0,1.7176,58400.0,INLAND +-119.85,36.43,23.0,1824.0,354.0,1146.0,362.0,2.8913,60900.0,INLAND +-119.97,36.44,18.0,1128.0,237.0,772.0,220.0,2.1771,39200.0,INLAND +-120.08,36.34,18.0,1524.0,414.0,2030.0,356.0,2.1153,112500.0,INLAND +-120.1,36.16,17.0,598.0,160.0,715.0,146.0,2.3295,55000.0,INLAND +-120.1,36.21,12.0,1462.0,356.0,1708.0,367.0,1.5086,64700.0,INLAND +-120.09,36.19,12.0,1923.0,559.0,2809.0,535.0,1.4191,55100.0,INLAND +-120.27,36.29,11.0,1337.0,412.0,1376.0,318.0,2.4398,87500.0,INLAND +-120.43,36.18,29.0,579.0,116.0,218.0,99.0,2.1458,104200.0,INLAND +-120.37,36.16,36.0,613.0,124.0,310.0,124.0,3.0658,65000.0,INLAND +-120.36,36.14,18.0,1206.0,274.0,622.0,217.0,1.8264,62000.0,INLAND +-120.38,36.15,17.0,2279.0,448.0,1200.0,420.0,2.7461,70000.0,INLAND +-120.37,36.13,10.0,2522.0,533.0,1335.0,493.0,3.2639,86400.0,INLAND +-120.37,36.15,34.0,2084.0,339.0,868.0,347.0,4.381,86300.0,INLAND +-120.35,36.16,18.0,1519.0,296.0,846.0,272.0,2.7792,85300.0,INLAND +-120.35,36.14,9.0,2671.0,647.0,1484.0,541.0,1.7075,60400.0,INLAND +-120.36,36.13,29.0,1938.0,434.0,1306.0,415.0,3.0134,55500.0,INLAND +-120.31,36.65,24.0,943.0,209.0,514.0,156.0,2.25,76600.0,INLAND +-120.25,36.65,31.0,1177.0,221.0,744.0,223.0,2.4937,66000.0,INLAND +-120.18,36.59,25.0,948.0,198.0,613.0,171.0,2.3026,90600.0,INLAND +-120.19,36.61,29.0,1479.0,338.0,1408.0,322.0,2.293,57200.0,INLAND +-120.19,36.6,25.0,875.0,214.0,931.0,214.0,1.5536,58300.0,INLAND +-120.22,36.49,14.0,1508.0,347.0,1679.0,345.0,2.4786,56000.0,INLAND +-120.41,36.77,24.0,1335.0,312.0,1180.0,267.0,1.947,68900.0,INLAND +-120.67,36.72,18.0,819.0,198.0,996.0,198.0,2.5,112500.0,INLAND +-120.51,36.55,20.0,1193.0,263.0,1274.0,241.0,1.9417,38800.0,INLAND +-120.39,36.78,11.0,1947.0,488.0,2104.0,486.0,1.7184,55200.0,INLAND +-120.38,36.75,25.0,1689.0,495.0,1745.0,457.0,1.9056,60000.0,INLAND +-120.38,36.76,25.0,991.0,272.0,941.0,262.0,1.8125,58000.0,INLAND +-120.38,36.76,12.0,932.0,244.0,1043.0,243.0,1.4038,54300.0,INLAND +-120.46,36.87,20.0,1287.0,310.0,954.0,269.0,1.3386,63000.0,INLAND +-120.45,36.86,34.0,673.0,173.0,539.0,182.0,2.3523,66000.0,INLAND +-120.44,36.84,29.0,1563.0,293.0,883.0,288.0,2.8182,90500.0,INLAND +-120.45,36.85,20.0,1519.0,376.0,1681.0,370.0,2.1759,58100.0,INLAND +-120.51,36.86,21.0,1779.0,399.0,1446.0,371.0,2.4414,71900.0,INLAND +-120.55,36.97,42.0,1766.0,344.0,1084.0,323.0,2.3295,74400.0,INLAND +-120.69,36.84,18.0,902.0,195.0,771.0,174.0,2.2083,55000.0,INLAND +-119.55,36.51,46.0,55.0,11.0,26.0,5.0,4.125,67500.0,INLAND +-119.54,36.51,36.0,49.0,7.0,28.0,2.0,4.625,162500.0,INLAND +-122.2,39.75,18.0,2603.0,576.0,1616.0,588.0,2.0192,63700.0,INLAND +-122.18,39.75,30.0,4157.0,834.0,1885.0,774.0,1.6948,67500.0,INLAND +-122.16,39.74,20.0,707.0,126.0,337.0,125.0,3.0469,85000.0,INLAND +-122.19,39.74,39.0,4179.0,814.0,2111.0,809.0,2.3507,65600.0,INLAND +-122.25,39.79,16.0,2127.0,412.0,1104.0,369.0,3.0469,72200.0,INLAND +-122.16,39.78,32.0,1288.0,221.0,562.0,203.0,2.325,69600.0,INLAND +-122.13,39.74,20.0,1401.0,280.0,668.0,250.0,2.2569,94300.0,INLAND +-122.18,39.7,23.0,1658.0,307.0,836.0,297.0,3.35,85400.0,INLAND +-122.23,39.75,16.0,2026.0,396.0,1031.0,382.0,1.9375,73100.0,INLAND +-122.74,39.71,16.0,255.0,73.0,85.0,38.0,1.6607,14999.0,INLAND +-122.38,39.68,21.0,1155.0,210.0,510.0,175.0,2.3851,67500.0,INLAND +-122.14,39.65,33.0,419.0,77.0,190.0,67.0,3.6429,87500.0,INLAND +-122.18,39.55,28.0,1471.0,259.0,673.0,246.0,3.25,81600.0,INLAND +-122.53,39.5,25.0,1231.0,240.0,658.0,211.0,2.4861,71900.0,INLAND +-122.19,39.53,34.0,2679.0,533.0,1287.0,505.0,2.165,58700.0,INLAND +-122.2,39.53,22.0,3265.0,658.0,1647.0,594.0,2.3566,71000.0,INLAND +-122.23,39.53,8.0,1268.0,336.0,1237.0,326.0,1.3708,125000.0,INLAND +-122.22,39.51,17.0,1201.0,268.0,555.0,277.0,2.1,66900.0,INLAND +-122.2,39.52,39.0,2551.0,482.0,1181.0,437.0,2.0625,63400.0,INLAND +-122.2,39.51,37.0,2358.0,413.0,1060.0,424.0,2.8333,69700.0,INLAND +-122.19,39.5,23.0,462.0,97.0,261.0,90.0,2.1705,53000.0,INLAND +-122.04,39.72,23.0,2502.0,481.0,1443.0,455.0,2.5625,70000.0,INLAND +-122.05,39.6,34.0,2051.0,342.0,958.0,322.0,2.8466,95300.0,INLAND +-122.1,39.47,43.0,1320.0,215.0,512.0,197.0,2.4917,77100.0,INLAND +-121.94,39.45,39.0,844.0,161.0,535.0,165.0,1.832,70500.0,INLAND +-122.01,39.74,20.0,2332.0,518.0,1856.0,495.0,2.1746,58700.0,INLAND +-124.17,40.8,52.0,661.0,316.0,392.0,244.0,0.957,60000.0,NEAR OCEAN +-124.16,40.8,52.0,2416.0,618.0,1150.0,571.0,1.7308,80500.0,NEAR OCEAN +-124.16,40.79,52.0,1264.0,277.0,591.0,284.0,1.7778,76900.0,NEAR OCEAN +-124.17,40.8,52.0,1606.0,419.0,891.0,367.0,1.585,75500.0,NEAR OCEAN +-124.17,40.8,52.0,1557.0,344.0,758.0,319.0,1.8529,62500.0,NEAR OCEAN +-124.16,40.79,52.0,2148.0,421.0,975.0,430.0,2.2566,92700.0,NEAR OCEAN +-124.16,40.78,50.0,2285.0,403.0,837.0,353.0,2.5417,85400.0,NEAR OCEAN +-124.17,40.78,39.0,1606.0,330.0,731.0,327.0,1.6369,68300.0,NEAR OCEAN +-124.19,40.78,37.0,1371.0,319.0,640.0,260.0,1.8242,70000.0,NEAR OCEAN +-124.18,40.79,39.0,1836.0,352.0,883.0,337.0,1.745,70500.0,NEAR OCEAN +-124.18,40.79,40.0,1398.0,311.0,788.0,279.0,1.4668,64600.0,NEAR OCEAN +-124.17,40.79,43.0,2285.0,479.0,1169.0,482.0,1.9688,70500.0,NEAR OCEAN +-124.16,40.78,43.0,2241.0,446.0,932.0,395.0,2.9038,82000.0,NEAR OCEAN +-124.16,40.77,35.0,2141.0,438.0,1053.0,434.0,2.8529,85600.0,NEAR OCEAN +-124.17,40.77,30.0,1895.0,366.0,990.0,359.0,2.2227,81300.0,NEAR OCEAN +-124.18,40.78,37.0,1453.0,293.0,867.0,310.0,2.5536,70200.0,NEAR OCEAN +-124.18,40.78,33.0,1076.0,222.0,656.0,236.0,2.5096,72200.0,NEAR OCEAN +-124.18,40.78,34.0,1592.0,364.0,950.0,317.0,2.1607,67000.0,NEAR OCEAN +-124.17,40.75,13.0,2171.0,339.0,951.0,353.0,4.8516,116100.0,NEAR OCEAN +-124.17,40.76,26.0,1776.0,361.0,992.0,380.0,2.8056,82800.0,NEAR OCEAN +-124.19,40.77,30.0,2975.0,634.0,1367.0,583.0,2.442,69000.0,NEAR OCEAN +-124.15,40.81,50.0,340.0,74.0,235.0,83.0,1.75,67500.0,NEAR OCEAN +-124.14,40.8,32.0,1373.0,312.0,872.0,306.0,2.5,72600.0,NEAR OCEAN +-124.15,40.8,47.0,1486.0,335.0,765.0,329.0,1.755,74100.0,NEAR OCEAN +-124.16,40.8,52.0,2167.0,480.0,908.0,451.0,1.6111,74700.0,NEAR OCEAN +-124.16,40.8,52.0,1703.0,500.0,952.0,435.0,1.1386,74100.0,NEAR OCEAN +-124.14,40.79,38.0,1552.0,290.0,873.0,291.0,2.4896,81000.0,NEAR OCEAN +-124.15,40.78,41.0,2127.0,358.0,911.0,349.0,3.1711,104200.0,NEAR OCEAN +-124.16,40.78,46.0,1975.0,346.0,791.0,349.0,3.8,81800.0,NEAR OCEAN +-124.16,40.79,46.0,3042.0,597.0,1206.0,541.0,2.1135,90600.0,NEAR OCEAN +-124.15,40.79,37.0,2692.0,488.0,1263.0,486.0,3.0216,86400.0,NEAR OCEAN +-124.14,40.78,35.0,2426.0,423.0,982.0,432.0,3.4219,92800.0,NEAR OCEAN +-124.14,40.77,27.0,3046.0,605.0,1407.0,571.0,2.9143,99600.0,NEAR OCEAN +-124.15,40.76,24.0,2858.0,511.0,1388.0,512.0,3.375,100600.0,NEAR OCEAN +-124.15,40.78,36.0,2112.0,374.0,829.0,368.0,3.3984,90000.0,NEAR OCEAN +-124.11,40.81,23.0,959.0,212.0,425.0,175.0,2.5536,96100.0,NEAR OCEAN +-124.13,40.78,34.0,2142.0,420.0,1056.0,382.0,2.1101,86900.0,NEAR OCEAN +-124.13,40.8,31.0,2152.0,462.0,1259.0,420.0,2.2478,81100.0,NEAR OCEAN +-124.13,40.79,29.0,2474.0,453.0,1130.0,427.0,2.8833,83000.0,NEAR OCEAN +-124.13,40.79,32.0,2017.0,359.0,855.0,346.0,3.5833,92800.0,NEAR OCEAN +-124.06,40.86,34.0,4183.0,,1891.0,669.0,3.2216,98100.0,NEAR OCEAN +-124.05,40.85,31.0,2414.0,428.0,1005.0,401.0,3.5156,143000.0,NEAR OCEAN +-124.02,40.8,22.0,2588.0,435.0,1198.0,442.0,3.9792,133900.0,<1H OCEAN +-124.08,40.86,18.0,1287.0,484.0,805.0,502.0,1.1157,150000.0,NEAR OCEAN +-124.09,40.86,25.0,1322.0,387.0,794.0,379.0,1.1742,75000.0,NEAR OCEAN +-124.09,40.87,44.0,692.0,206.0,398.0,211.0,1.1576,87500.0,NEAR OCEAN +-124.07,40.87,47.0,1765.0,326.0,796.0,333.0,2.2138,99200.0,NEAR OCEAN +-124.08,40.87,29.0,1710.0,469.0,990.0,425.0,1.1479,101100.0,NEAR OCEAN +-124.09,40.88,50.0,921.0,187.0,420.0,187.0,2.2188,105800.0,NEAR OCEAN +-124.07,40.87,31.0,334.0,134.0,780.0,130.0,0.7684,153100.0,NEAR OCEAN +-124.15,40.88,33.0,2235.0,506.0,1165.0,441.0,1.725,57500.0,NEAR OCEAN +-124.1,40.88,35.0,2987.0,578.0,1581.0,585.0,2.0657,81100.0,NEAR OCEAN +-124.09,40.88,31.0,1982.0,495.0,1052.0,467.0,1.5326,74100.0,NEAR OCEAN +-124.09,40.88,26.0,2683.0,555.0,1353.0,526.0,2.4321,82100.0,NEAR OCEAN +-124.1,40.9,18.0,4032.0,798.0,1948.0,775.0,2.7321,92600.0,NEAR OCEAN +-124.23,40.81,52.0,1112.0,209.0,544.0,172.0,3.3462,50800.0,NEAR OCEAN +-124.06,40.88,12.0,2087.0,424.0,1603.0,438.0,2.5667,139500.0,NEAR OCEAN +-123.74,40.66,25.0,2395.0,431.0,983.0,375.0,3.0469,136000.0,<1H OCEAN +-124.08,40.91,13.0,2522.0,719.0,1381.0,628.0,1.6667,78800.0,NEAR OCEAN +-123.76,41.03,24.0,2386.0,565.0,1058.0,414.0,2.0644,79800.0,<1H OCEAN +-123.85,41.32,31.0,938.0,238.0,425.0,157.0,1.0486,36700.0,<1H OCEAN +-123.72,41.09,19.0,1970.0,431.0,1166.0,363.0,1.8208,50000.0,<1H OCEAN +-123.63,41.11,19.0,1797.0,384.0,1033.0,327.0,1.4911,59200.0,<1H OCEAN +-123.66,41.3,22.0,1580.0,372.0,686.0,264.0,1.8065,62700.0,<1H OCEAN +-123.52,41.01,17.0,1564.0,345.0,517.0,222.0,2.1542,83800.0,INLAND +-124.08,41.36,29.0,1029.0,239.0,509.0,196.0,2.0156,62800.0,NEAR OCEAN +-124.06,41.13,22.0,3263.0,799.0,1384.0,578.0,2.4708,119400.0,NEAR OCEAN +-124.14,41.06,32.0,1020.0,215.0,421.0,198.0,3.0208,143400.0,NEAR OCEAN +-124.1,41.04,26.0,1633.0,380.0,890.0,370.0,1.9741,97900.0,NEAR OCEAN +-124.01,40.97,21.0,1513.0,319.0,943.0,301.0,3.538,102700.0,<1H OCEAN +-124.0,40.92,29.0,1429.0,,672.0,266.0,2.9485,98800.0,<1H OCEAN +-124.01,40.89,28.0,1470.0,336.0,811.0,314.0,2.4559,75600.0,<1H OCEAN +-123.98,40.88,41.0,1719.0,372.0,844.0,336.0,2.6923,84200.0,<1H OCEAN +-123.88,40.93,28.0,1272.0,259.0,519.0,220.0,3.2891,106300.0,<1H OCEAN +-124.16,41.02,23.0,1672.0,385.0,1060.0,390.0,2.1726,75500.0,NEAR OCEAN +-124.08,40.99,18.0,3297.0,662.0,1554.0,578.0,2.6847,111300.0,NEAR OCEAN +-124.16,40.95,20.0,1075.0,214.0,529.0,196.0,3.1406,96000.0,NEAR OCEAN +-124.11,40.95,19.0,1734.0,365.0,866.0,342.0,2.96,81700.0,NEAR OCEAN +-124.09,40.95,18.0,2250.0,484.0,1248.0,472.0,2.5893,99600.0,NEAR OCEAN +-124.11,40.93,25.0,2392.0,474.0,1298.0,461.0,3.5076,73600.0,NEAR OCEAN +-124.11,40.93,17.0,1661.0,329.0,948.0,357.0,2.7639,90200.0,NEAR OCEAN +-124.08,40.94,18.0,1550.0,345.0,941.0,335.0,2.3147,70100.0,NEAR OCEAN +-124.09,40.92,12.0,2497.0,491.0,1153.0,462.0,2.8182,126900.0,NEAR OCEAN +-124.05,40.94,14.0,1452.0,217.0,516.0,181.0,5.0329,165600.0,NEAR OCEAN +-124.1,40.95,17.0,1485.0,345.0,823.0,316.0,1.8993,78400.0,NEAR OCEAN +-124.07,40.81,23.0,2103.0,411.0,1019.0,387.0,2.9911,119700.0,NEAR OCEAN +-124.02,40.72,28.0,3513.0,634.0,1658.0,598.0,3.8095,119900.0,<1H OCEAN +-124.1,40.73,33.0,644.0,129.0,334.0,121.0,3.9659,111800.0,NEAR OCEAN +-124.17,40.74,17.0,2026.0,338.0,873.0,313.0,4.0357,128900.0,NEAR OCEAN +-124.14,40.72,18.0,2581.0,499.0,1375.0,503.0,2.8446,100500.0,NEAR OCEAN +-124.14,40.67,23.0,580.0,117.0,320.0,109.0,4.2054,130600.0,NEAR OCEAN +-124.19,40.73,21.0,5694.0,1056.0,2907.0,972.0,3.5363,90100.0,NEAR OCEAN +-124.21,40.75,32.0,1218.0,331.0,620.0,268.0,1.6528,58100.0,NEAR OCEAN +-124.27,40.69,36.0,2349.0,528.0,1194.0,465.0,2.5179,79000.0,NEAR OCEAN +-124.18,40.62,35.0,952.0,178.0,480.0,179.0,3.0536,107000.0,NEAR OCEAN +-124.17,40.62,32.0,1595.0,309.0,706.0,277.0,2.8958,86400.0,NEAR OCEAN +-124.13,40.62,43.0,2131.0,399.0,910.0,389.0,2.5804,92100.0,NEAR OCEAN +-124.16,40.6,39.0,1322.0,283.0,642.0,292.0,2.4519,85100.0,NEAR OCEAN +-124.15,40.59,39.0,1186.0,238.0,539.0,212.0,2.0938,79600.0,NEAR OCEAN +-124.14,40.6,27.0,1148.0,206.0,521.0,219.0,4.025,128100.0,NEAR OCEAN +-124.14,40.59,22.0,1665.0,405.0,826.0,382.0,1.5625,66800.0,NEAR OCEAN +-124.14,40.59,17.0,2985.0,610.0,1544.0,584.0,2.178,76800.0,NEAR OCEAN +-124.05,40.59,32.0,1878.0,340.0,937.0,353.0,3.4408,95200.0,<1H OCEAN +-124.09,40.55,24.0,2978.0,553.0,1370.0,480.0,2.7644,97300.0,<1H OCEAN +-123.96,40.57,31.0,1854.0,365.0,883.0,310.0,2.3167,92600.0,<1H OCEAN +-123.73,40.48,25.0,2015.0,524.0,746.0,251.0,1.7153,77100.0,INLAND +-124.14,40.58,25.0,1899.0,357.0,891.0,355.0,2.6987,92500.0,<1H OCEAN +-124.14,40.57,29.0,2864.0,600.0,1314.0,562.0,2.1354,75100.0,<1H OCEAN +-124.11,40.57,33.0,1348.0,234.0,573.0,236.0,2.4896,74100.0,<1H OCEAN +-124.13,40.55,38.0,544.0,,240.0,91.0,3.25,94800.0,<1H OCEAN +-124.1,40.5,30.0,1927.0,393.0,996.0,374.0,2.2357,72300.0,<1H OCEAN +-124.1,40.5,42.0,2380.0,553.0,1300.0,504.0,1.7574,57500.0,<1H OCEAN +-124.09,40.44,38.0,2220.0,426.0,1041.0,401.0,2.3947,70500.0,<1H OCEAN +-124.1,40.47,52.0,1196.0,236.0,965.0,265.0,3.5345,55000.0,<1H OCEAN +-124.03,40.45,34.0,1006.0,213.0,443.0,158.0,2.6094,71300.0,<1H OCEAN +-124.26,40.58,52.0,2217.0,394.0,907.0,369.0,2.3571,111400.0,NEAR OCEAN +-124.23,40.54,52.0,2694.0,453.0,1152.0,435.0,3.0806,106700.0,NEAR OCEAN +-124.35,40.54,52.0,1820.0,300.0,806.0,270.0,3.0147,94600.0,NEAR OCEAN +-124.25,40.28,32.0,1430.0,419.0,434.0,187.0,1.9417,76100.0,NEAR OCEAN +-124.08,40.06,17.0,1319.0,267.0,393.0,163.0,2.625,135600.0,NEAR OCEAN +-124.0,40.22,16.0,2088.0,535.0,816.0,326.0,1.319,70700.0,<1H OCEAN +-123.84,40.28,28.0,2809.0,605.0,1093.0,438.0,2.0962,74000.0,<1H OCEAN +-123.68,40.24,31.0,1852.0,452.0,917.0,359.0,1.725,54300.0,<1H OCEAN +-123.82,40.16,19.0,2283.0,634.0,1184.0,453.0,1.2227,76800.0,<1H OCEAN +-123.82,40.12,33.0,2985.0,591.0,1221.0,486.0,2.087,82400.0,<1H OCEAN +-123.75,40.11,35.0,2052.0,477.0,900.0,402.0,1.9625,101500.0,<1H OCEAN +-123.78,40.05,17.0,2019.0,496.0,899.0,347.0,2.1864,101900.0,<1H OCEAN +-115.52,33.12,38.0,1327.0,262.0,784.0,231.0,1.8793,60800.0,INLAND +-115.52,33.13,18.0,1109.0,283.0,1006.0,253.0,2.163,53400.0,INLAND +-115.51,33.12,21.0,1024.0,218.0,890.0,232.0,2.101,46700.0,INLAND +-115.46,33.19,33.0,1234.0,373.0,777.0,298.0,1.0,40000.0,INLAND +-115.51,33.24,32.0,1995.0,523.0,1069.0,410.0,1.6552,43300.0,INLAND +-115.6,33.2,37.0,709.0,187.0,390.0,142.0,2.4511,72500.0,INLAND +-115.73,33.09,27.0,452.0,103.0,258.0,61.0,2.9,87500.0,INLAND +-115.62,33.04,17.0,1009.0,231.0,745.0,217.0,2.0463,61200.0,INLAND +-115.62,33.04,20.0,1121.0,244.0,766.0,230.0,2.2969,62000.0,INLAND +-115.6,33.04,31.0,314.0,61.0,152.0,56.0,3.3472,91700.0,INLAND +-115.41,32.99,29.0,1141.0,220.0,684.0,194.0,3.4038,107800.0,INLAND +-115.59,32.96,17.0,841.0,146.0,473.0,154.0,3.1979,113500.0,INLAND +-115.52,32.98,32.0,1615.0,382.0,1307.0,345.0,1.4583,58600.0,INLAND +-115.52,32.98,21.0,1302.0,327.0,1244.0,316.0,2.2054,66400.0,INLAND +-115.53,32.99,25.0,2578.0,634.0,2082.0,565.0,1.7159,62200.0,INLAND +-115.51,32.99,20.0,1402.0,287.0,1104.0,317.0,1.9088,63700.0,INLAND +-115.54,32.99,23.0,1459.0,373.0,1148.0,388.0,1.5372,69400.0,INLAND +-115.54,32.98,27.0,1513.0,395.0,1121.0,381.0,1.9464,60600.0,INLAND +-115.54,32.99,17.0,1697.0,268.0,911.0,254.0,4.3523,96000.0,INLAND +-115.55,32.98,24.0,2565.0,530.0,1447.0,473.0,3.2593,80800.0,INLAND +-115.54,32.97,41.0,2429.0,454.0,1188.0,430.0,3.0091,70800.0,INLAND +-115.53,32.97,35.0,1583.0,340.0,933.0,318.0,2.4063,70700.0,INLAND +-115.55,32.98,33.0,2266.0,365.0,952.0,360.0,5.4349,143000.0,INLAND +-115.56,32.96,21.0,2164.0,480.0,1164.0,421.0,3.8177,107200.0,INLAND +-115.53,32.97,34.0,2231.0,545.0,1568.0,510.0,1.5217,60300.0,INLAND +-115.52,32.97,24.0,1617.0,366.0,1416.0,401.0,1.975,66400.0,INLAND +-115.52,32.97,10.0,1879.0,387.0,1376.0,337.0,1.9911,67500.0,INLAND +-115.32,32.82,34.0,591.0,139.0,327.0,89.0,3.6528,100000.0,INLAND +-115.39,32.76,16.0,1136.0,196.0,481.0,185.0,6.2558,146300.0,INLAND +-115.4,32.86,19.0,1087.0,171.0,649.0,173.0,3.3182,113800.0,INLAND +-115.37,32.81,23.0,1458.0,294.0,866.0,275.0,2.3594,74300.0,INLAND +-115.37,32.82,14.0,1276.0,270.0,867.0,261.0,1.9375,80900.0,INLAND +-115.37,32.82,30.0,1602.0,322.0,1130.0,335.0,3.5735,71100.0,INLAND +-115.38,32.82,38.0,1892.0,394.0,1175.0,374.0,1.9939,65800.0,INLAND +-115.38,32.81,35.0,1263.0,262.0,950.0,241.0,1.8958,67500.0,INLAND +-115.37,32.81,32.0,741.0,191.0,623.0,169.0,1.7604,68600.0,INLAND +-115.57,32.85,33.0,1365.0,269.0,825.0,250.0,3.2396,62300.0,INLAND +-115.57,32.85,17.0,1039.0,256.0,728.0,246.0,1.7411,63500.0,INLAND +-115.57,32.84,29.0,1207.0,301.0,804.0,288.0,1.9531,61100.0,INLAND +-115.57,32.83,31.0,1494.0,289.0,959.0,284.0,3.5282,67500.0,INLAND +-115.59,32.85,20.0,1608.0,274.0,862.0,248.0,4.875,90800.0,INLAND +-115.6,32.87,3.0,1629.0,317.0,1005.0,312.0,4.1293,83200.0,INLAND +-115.49,32.87,19.0,541.0,104.0,457.0,106.0,3.3583,102800.0,INLAND +-115.64,32.8,23.0,1228.0,235.0,569.0,235.0,3.1667,125000.0,INLAND +-115.69,32.79,18.0,1564.0,340.0,1161.0,343.0,2.1792,55200.0,INLAND +-115.73,32.8,44.0,472.0,81.0,206.0,57.0,2.2083,93800.0,INLAND +-115.72,32.75,16.0,348.0,99.0,123.0,54.0,2.0938,87500.0,INLAND +-115.64,32.75,19.0,377.0,69.0,198.0,55.0,1.625,112500.0,INLAND +-115.58,32.81,5.0,805.0,143.0,458.0,143.0,4.475,96300.0,INLAND +-115.55,32.82,34.0,1540.0,316.0,1013.0,274.0,2.5664,67500.0,INLAND +-115.58,32.81,10.0,1088.0,203.0,533.0,201.0,3.6597,87500.0,INLAND +-115.57,32.8,17.0,1492.0,426.0,1595.0,428.0,1.7188,69900.0,INLAND +-115.57,32.8,16.0,1307.0,359.0,961.0,327.0,1.1853,72600.0,INLAND +-115.57,32.8,16.0,2276.0,594.0,1184.0,513.0,1.875,93800.0,INLAND +-115.48,32.8,21.0,1260.0,246.0,805.0,239.0,2.6172,88500.0,INLAND +-115.52,32.77,18.0,1715.0,337.0,1166.0,333.0,2.2417,79200.0,INLAND +-115.53,32.73,14.0,1527.0,325.0,1453.0,332.0,1.735,61200.0,INLAND +-115.52,32.73,17.0,1190.0,275.0,1113.0,258.0,2.3571,63100.0,INLAND +-115.5,32.75,13.0,330.0,72.0,822.0,64.0,3.4107,142500.0,INLAND +-115.55,32.8,23.0,666.0,142.0,580.0,160.0,2.1136,61000.0,INLAND +-115.55,32.79,22.0,565.0,162.0,692.0,141.0,1.2083,53600.0,INLAND +-115.54,32.79,30.0,752.0,194.0,733.0,186.0,1.6607,56100.0,INLAND +-115.54,32.79,23.0,1712.0,403.0,1370.0,377.0,1.275,60400.0,INLAND +-115.55,32.79,23.0,1004.0,221.0,697.0,201.0,1.6351,59600.0,INLAND +-115.57,32.8,33.0,1192.0,213.0,1066.0,211.0,4.5714,68600.0,INLAND +-115.56,32.8,25.0,1311.0,375.0,1193.0,351.0,2.1979,63900.0,INLAND +-115.56,32.8,28.0,1672.0,416.0,1335.0,397.0,1.5987,59400.0,INLAND +-115.56,32.8,15.0,1171.0,328.0,1024.0,298.0,1.3882,69400.0,INLAND +-115.56,32.79,18.0,1178.0,438.0,1377.0,429.0,1.3373,58300.0,INLAND +-115.56,32.78,34.0,2856.0,555.0,1627.0,522.0,3.2083,76200.0,INLAND +-115.56,32.79,20.0,2372.0,835.0,2283.0,767.0,1.1707,62500.0,INLAND +-115.57,32.79,50.0,1291.0,277.0,864.0,274.0,1.6667,68100.0,INLAND +-115.56,32.78,46.0,2511.0,490.0,1583.0,469.0,3.0603,70800.0,INLAND +-115.56,32.78,35.0,1185.0,202.0,615.0,191.0,4.6154,86200.0,INLAND +-115.57,32.78,25.0,2007.0,301.0,1135.0,332.0,5.128,99600.0,INLAND +-115.56,32.78,29.0,1568.0,283.0,848.0,245.0,3.1597,76200.0,INLAND +-115.55,32.78,5.0,2652.0,606.0,1767.0,536.0,2.8025,84300.0,INLAND +-115.58,32.78,5.0,2494.0,414.0,1416.0,421.0,5.7843,110100.0,INLAND +-115.59,32.79,8.0,2183.0,307.0,1000.0,287.0,6.3814,159900.0,INLAND +-115.58,32.79,14.0,1687.0,507.0,762.0,451.0,1.6635,64400.0,INLAND +-115.57,32.79,34.0,1152.0,208.0,621.0,208.0,3.6042,73600.0,INLAND +-115.57,32.78,29.0,2321.0,367.0,1173.0,360.0,4.0375,86400.0,INLAND +-115.57,32.78,20.0,1534.0,235.0,871.0,222.0,6.2715,97200.0,INLAND +-115.57,32.78,15.0,1413.0,279.0,803.0,277.0,4.3021,87500.0,INLAND +-115.56,32.76,15.0,1278.0,217.0,653.0,185.0,4.4821,140300.0,INLAND +-115.59,32.69,30.0,935.0,177.0,649.0,148.0,2.5769,94400.0,INLAND +-115.49,32.69,17.0,1960.0,389.0,1691.0,356.0,1.899,64000.0,INLAND +-115.4,32.7,19.0,583.0,113.0,531.0,134.0,1.6838,95800.0,INLAND +-115.49,32.67,25.0,2322.0,573.0,2185.0,602.0,1.375,70100.0,INLAND +-115.49,32.67,24.0,1266.0,275.0,1083.0,298.0,1.4828,73100.0,INLAND +-115.48,32.68,15.0,3414.0,666.0,2097.0,622.0,2.3319,91200.0,INLAND +-115.5,32.68,18.0,3631.0,913.0,3565.0,924.0,1.5931,88400.0,INLAND +-115.5,32.67,35.0,2159.0,492.0,1694.0,475.0,2.1776,75500.0,INLAND +-115.49,32.67,29.0,1523.0,440.0,1302.0,393.0,1.1311,84700.0,INLAND +-115.51,32.68,11.0,2872.0,610.0,2644.0,581.0,2.625,72700.0,INLAND +-115.52,32.67,6.0,2804.0,581.0,2807.0,594.0,2.0625,67700.0,INLAND +-116.05,33.33,17.0,290.0,94.0,135.0,57.0,1.7292,81300.0,INLAND +-116.0,33.19,16.0,245.0,57.0,81.0,33.0,1.2639,51300.0,INLAND +-115.88,32.93,15.0,208.0,49.0,51.0,20.0,4.0208,32500.0,INLAND +-116.0,32.74,26.0,1134.0,280.0,329.0,158.0,1.4338,43900.0,INLAND +-115.9,32.69,18.0,414.0,86.0,98.0,54.0,1.5417,57500.0,INLAND +-116.01,33.41,20.0,1996.0,515.0,659.0,295.0,2.8684,62800.0,INLAND +-115.99,33.4,15.0,1945.0,536.0,515.0,273.0,2.0109,54300.0,INLAND +-115.94,33.38,5.0,186.0,43.0,41.0,21.0,2.7,58800.0,INLAND +-115.98,33.32,8.0,240.0,46.0,63.0,24.0,1.4688,53800.0,INLAND +-115.91,33.36,15.0,459.0,95.0,160.0,73.0,0.922,67500.0,INLAND +-115.9,33.34,19.0,1210.0,248.0,329.0,155.0,1.7857,62800.0,INLAND +-115.96,33.3,27.0,322.0,81.0,112.0,57.0,1.125,54400.0,INLAND +-115.95,33.28,12.0,99.0,25.0,37.0,17.0,1.8958,53800.0,INLAND +-115.8,33.26,2.0,96.0,18.0,30.0,16.0,5.3374,47500.0,INLAND +-114.73,33.43,24.0,796.0,243.0,227.0,139.0,0.8964,59200.0,INLAND +-114.98,33.07,18.0,1183.0,363.0,374.0,127.0,3.1607,57500.0,INLAND +-115.73,33.36,19.0,749.0,238.0,476.0,169.0,1.7727,50000.0,INLAND +-115.73,33.35,23.0,1586.0,448.0,338.0,182.0,1.2132,30000.0,INLAND +-114.65,32.79,21.0,44.0,33.0,64.0,27.0,0.8571,25000.0,INLAND +-114.55,32.8,19.0,2570.0,820.0,1431.0,608.0,1.275,56100.0,INLAND +-114.63,32.76,15.0,1448.0,378.0,949.0,300.0,0.8585,45000.0,INLAND +-114.66,32.74,17.0,1388.0,386.0,775.0,320.0,1.2049,44000.0,INLAND +-118.18,37.35,16.0,3806.0,794.0,1501.0,714.0,2.1212,108300.0,INLAND +-118.43,37.4,19.0,2460.0,405.0,1225.0,425.0,4.1576,141500.0,INLAND +-118.6,37.39,19.0,2682.0,518.0,1134.0,399.0,3.2132,166000.0,INLAND +-118.45,37.25,20.0,1468.0,283.0,721.0,270.0,3.0817,118800.0,INLAND +-118.45,37.37,26.0,3135.0,524.0,1385.0,523.0,4.337,139700.0,INLAND +-118.42,37.35,21.0,3302.0,557.0,1413.0,520.0,4.375,180400.0,INLAND +-118.42,37.36,18.0,2281.0,520.0,1425.0,465.0,1.7388,54400.0,INLAND +-118.4,37.36,34.0,2465.0,619.0,1172.0,575.0,1.9722,116100.0,INLAND +-118.39,37.37,25.0,3295.0,824.0,1477.0,770.0,1.8325,105800.0,INLAND +-118.39,37.36,38.0,1813.0,410.0,902.0,396.0,2.3261,98400.0,INLAND +-118.3,37.17,22.0,3480.0,673.0,1541.0,636.0,2.75,94500.0,INLAND +-117.9,36.95,19.0,99.0,26.0,51.0,22.0,1.7292,137500.0,INLAND +-118.31,36.94,35.0,2563.0,530.0,861.0,371.0,2.325,80600.0,INLAND +-118.05,36.64,34.0,2090.0,478.0,896.0,426.0,2.0357,74200.0,INLAND +-118.18,36.63,23.0,2311.0,487.0,1019.0,384.0,2.2574,104700.0,INLAND +-117.69,36.13,25.0,1709.0,439.0,632.0,292.0,1.7868,45500.0,INLAND +-117.02,36.4,19.0,619.0,239.0,490.0,164.0,2.1,14999.0,INLAND +-116.22,36.0,14.0,1372.0,386.0,436.0,213.0,1.1471,32900.0,INLAND +-119.02,35.42,42.0,2271.0,458.0,1124.0,447.0,2.7583,64900.0,INLAND +-119.03,35.42,45.0,1628.0,352.0,754.0,334.0,2.5703,62400.0,INLAND +-119.03,35.42,38.0,2952.0,598.0,1491.0,568.0,2.6094,67900.0,INLAND +-119.03,35.45,14.0,3520.0,604.0,1748.0,582.0,4.3162,87100.0,INLAND +-119.05,35.44,5.0,2133.0,487.0,1182.0,438.0,3.0268,77000.0,INLAND +-119.02,35.44,29.0,3415.0,631.0,1527.0,597.0,4.0125,84400.0,INLAND +-119.02,35.43,39.0,2033.0,370.0,956.0,379.0,3.1736,70700.0,INLAND +-119.02,35.42,40.0,1089.0,226.0,520.0,218.0,2.2727,67200.0,INLAND +-119.02,35.42,36.0,2044.0,447.0,1021.0,374.0,1.8472,57400.0,INLAND +-119.02,35.42,40.0,1912.0,439.0,1015.0,413.0,1.4598,52600.0,INLAND +-119.03,35.42,42.0,1705.0,418.0,905.0,393.0,1.6286,54600.0,INLAND +-119.03,35.41,41.0,1808.0,435.0,1005.0,373.0,1.7857,54300.0,INLAND +-119.04,35.42,47.0,1691.0,402.0,913.0,358.0,1.8403,54700.0,INLAND +-119.05,35.42,41.0,1992.0,421.0,1006.0,419.0,2.8393,57000.0,INLAND +-119.05,35.42,35.0,2353.0,483.0,1368.0,455.0,2.325,63200.0,INLAND +-119.02,35.41,21.0,2534.0,554.0,1297.0,517.0,2.0575,67000.0,INLAND +-119.02,35.41,41.0,2221.0,516.0,1106.0,473.0,1.97,51900.0,INLAND +-119.03,35.41,37.0,1761.0,443.0,911.0,365.0,2.0331,53200.0,INLAND +-119.04,35.41,25.0,1577.0,310.0,844.0,309.0,3.0625,69400.0,INLAND +-119.02,35.41,31.0,2348.0,701.0,1413.0,611.0,1.3222,51400.0,INLAND +-119.03,35.4,35.0,2608.0,620.0,1566.0,583.0,2.1818,63500.0,INLAND +-119.04,35.41,20.0,3268.0,833.0,1622.0,758.0,1.3587,67500.0,INLAND +-119.08,35.42,10.0,4159.0,608.0,2089.0,591.0,5.5261,132000.0,INLAND +-119.07,35.42,19.0,3889.0,832.0,1872.0,731.0,2.6812,107600.0,INLAND +-119.09,35.41,12.0,3449.0,522.0,1754.0,551.0,5.6235,130600.0,INLAND +-119.11,35.42,52.0,154.0,,37.0,16.0,10.0263,200000.0,INLAND +-119.09,35.43,28.0,254.0,35.0,118.0,37.0,4.8571,237500.0,INLAND +-119.05,35.4,18.0,1894.0,319.0,846.0,317.0,3.8611,126400.0,INLAND +-119.08,35.39,10.0,6435.0,1040.0,3242.0,1030.0,5.575,132200.0,INLAND +-119.01,35.4,11.0,8739.0,2190.0,4781.0,1919.0,1.7109,44600.0,INLAND +-119.01,35.39,29.0,1820.0,459.0,1134.0,419.0,1.8289,59400.0,INLAND +-119.01,35.38,36.0,790.0,224.0,426.0,208.0,1.4427,50600.0,INLAND +-119.02,35.39,30.0,227.0,75.0,169.0,101.0,1.3527,60000.0,INLAND +-118.99,35.4,43.0,2225.0,392.0,890.0,374.0,4.0208,90400.0,INLAND +-118.99,35.4,48.0,1908.0,331.0,789.0,321.0,3.5714,84600.0,INLAND +-119.0,35.4,44.0,2250.0,378.0,928.0,379.0,4.3906,93900.0,INLAND +-119.0,35.39,42.0,2839.0,516.0,1203.0,487.0,3.7708,79400.0,INLAND +-119.0,35.39,51.0,1373.0,284.0,648.0,300.0,2.8295,72100.0,INLAND +-118.97,35.41,36.0,1896.0,315.0,937.0,303.0,3.996,85500.0,INLAND +-118.97,35.4,34.0,1859.0,323.0,854.0,309.0,3.1906,76200.0,INLAND +-118.98,35.4,34.0,813.0,171.0,440.0,170.0,2.8393,69800.0,INLAND +-118.98,35.4,36.0,1443.0,273.0,680.0,259.0,2.9821,73100.0,INLAND +-118.98,35.4,36.0,1864.0,331.0,1052.0,325.0,3.4205,76600.0,INLAND +-118.98,35.41,36.0,1482.0,266.0,640.0,274.0,3.875,94500.0,INLAND +-118.96,35.4,28.0,4667.0,875.0,2404.0,841.0,3.2325,89000.0,INLAND +-118.96,35.41,29.0,3548.0,729.0,1542.0,659.0,2.947,87100.0,INLAND +-118.95,35.4,23.0,4483.0,894.0,2136.0,883.0,3.6875,101700.0,INLAND +-118.96,35.4,27.0,2473.0,400.0,1271.0,427.0,3.5524,89100.0,INLAND +-118.96,35.39,23.0,5624.0,1148.0,2842.0,1042.0,3.1297,79000.0,INLAND +-118.96,35.38,34.0,2047.0,347.0,888.0,352.0,3.6734,92900.0,INLAND +-118.95,35.38,35.0,2220.0,388.0,906.0,373.0,3.5938,95200.0,INLAND +-118.96,35.38,41.0,2417.0,435.0,973.0,406.0,3.0568,85600.0,INLAND +-118.94,35.38,26.0,4800.0,831.0,2365.0,743.0,3.7533,87000.0,INLAND +-118.95,35.38,30.0,2594.0,478.0,1419.0,480.0,3.725,83100.0,INLAND +-118.92,35.38,33.0,3122.0,579.0,1733.0,545.0,3.8307,70600.0,INLAND +-118.95,35.41,21.0,3999.0,727.0,1889.0,688.0,3.875,99500.0,INLAND +-118.94,35.4,14.0,5548.0,941.0,2815.0,935.0,4.2214,104600.0,INLAND +-118.94,35.39,27.0,3074.0,452.0,1223.0,452.0,5.4592,139100.0,INLAND +-118.94,35.39,13.0,3137.0,417.0,1318.0,397.0,7.7751,194100.0,INLAND +-118.9,35.41,6.0,4656.0,971.0,2320.0,935.0,3.0938,100800.0,INLAND +-118.94,35.41,10.0,3216.0,526.0,1539.0,483.0,6.3639,143000.0,INLAND +-118.91,35.4,10.0,3587.0,774.0,1398.0,763.0,2.569,113000.0,INLAND +-118.87,35.37,14.0,2458.0,433.0,1352.0,411.0,3.5441,87000.0,INLAND +-118.91,35.37,32.0,4121.0,755.0,2590.0,721.0,3.3462,67600.0,INLAND +-118.88,35.34,20.0,1351.0,255.0,762.0,253.0,2.1111,105300.0,INLAND +-118.92,35.37,17.0,3589.0,701.0,1746.0,640.0,2.4919,75700.0,INLAND +-118.93,35.37,34.0,2412.0,446.0,1558.0,421.0,2.6903,62800.0,INLAND +-118.94,35.37,33.0,3372.0,741.0,2352.0,704.0,2.0643,57600.0,INLAND +-118.94,35.37,23.0,1106.0,252.0,790.0,230.0,1.8523,59700.0,INLAND +-118.95,35.37,34.0,1672.0,359.0,1059.0,349.0,2.1588,61300.0,INLAND +-118.94,35.37,37.0,1667.0,362.0,971.0,335.0,2.875,57400.0,INLAND +-118.95,35.37,37.0,1475.0,327.0,946.0,295.0,1.6728,55400.0,INLAND +-118.96,35.37,41.0,1463.0,339.0,1066.0,318.0,1.7467,52400.0,INLAND +-118.96,35.37,40.0,1603.0,374.0,1026.0,337.0,1.365,54300.0,INLAND +-118.97,35.39,38.0,2121.0,433.0,1547.0,441.0,2.774,59500.0,INLAND +-118.97,35.38,32.0,1361.0,363.0,1483.0,297.0,1.625,46800.0,INLAND +-118.98,35.38,39.0,1497.0,383.0,1182.0,355.0,1.0648,50000.0,INLAND +-118.97,35.38,42.0,1185.0,358.0,1038.0,299.0,0.9951,48000.0,INLAND +-118.97,35.37,41.0,2396.0,602.0,1781.0,543.0,1.8819,58000.0,INLAND +-118.97,35.38,35.0,1673.0,426.0,1041.0,413.0,1.375,57500.0,INLAND +-118.99,35.38,26.0,1317.0,374.0,1025.0,304.0,1.4024,51000.0,INLAND +-118.99,35.38,30.0,1390.0,361.0,1116.0,298.0,1.3451,57500.0,INLAND +-118.98,35.39,22.0,1812.0,457.0,1592.0,420.0,1.4146,49100.0,INLAND +-118.98,35.38,24.0,1807.0,465.0,1460.0,410.0,1.4786,54800.0,INLAND +-118.98,35.38,34.0,1020.0,247.0,795.0,228.0,1.625,50800.0,INLAND +-118.98,35.38,28.0,1171.0,299.0,1193.0,273.0,0.8639,49400.0,INLAND +-118.99,35.39,39.0,2228.0,542.0,1516.0,435.0,1.6009,48800.0,INLAND +-118.99,35.39,36.0,1438.0,348.0,1054.0,341.0,1.8319,55400.0,INLAND +-118.99,35.39,52.0,2805.0,573.0,1325.0,522.0,2.5083,70100.0,INLAND +-118.98,35.39,29.0,607.0,177.0,476.0,143.0,1.1875,50700.0,INLAND +-118.98,35.39,32.0,2620.0,682.0,2375.0,684.0,1.2618,46900.0,INLAND +-119.0,35.37,41.0,303.0,78.0,216.0,80.0,2.2212,55500.0,INLAND +-118.99,35.37,36.0,832.0,198.0,814.0,174.0,1.4773,57400.0,INLAND +-118.99,35.37,38.0,918.0,220.0,743.0,222.0,1.7292,58100.0,INLAND +-118.98,35.37,35.0,825.0,179.0,670.0,181.0,1.1638,57900.0,INLAND +-118.97,35.37,52.0,425.0,119.0,380.0,97.0,1.4125,42500.0,INLAND +-119.01,35.38,44.0,434.0,110.0,274.0,86.0,1.1944,57500.0,INLAND +-119.01,35.38,52.0,114.0,26.0,158.0,26.0,1.075,67500.0,INLAND +-119.01,35.37,35.0,120.0,35.0,477.0,41.0,1.9125,47500.0,INLAND +-119.01,35.37,44.0,593.0,136.0,364.0,121.0,1.4779,66000.0,INLAND +-119.02,35.38,52.0,90.0,35.0,36.0,31.0,0.8054,60000.0,INLAND +-119.02,35.38,48.0,346.0,92.0,129.0,63.0,1.1875,63800.0,INLAND +-119.02,35.39,52.0,191.0,52.0,106.0,49.0,2.0455,72500.0,INLAND +-119.01,35.37,45.0,629.0,143.0,568.0,139.0,1.7321,84400.0,INLAND +-119.03,35.38,38.0,2122.0,394.0,843.0,410.0,3.0,91800.0,INLAND +-119.03,35.38,52.0,1695.0,290.0,540.0,260.0,2.7312,147100.0,INLAND +-119.03,35.37,52.0,1503.0,367.0,554.0,277.0,1.6786,126600.0,INLAND +-119.04,35.37,44.0,1618.0,310.0,667.0,300.0,2.875,82700.0,INLAND +-119.03,35.39,28.0,4513.0,764.0,1593.0,763.0,2.9821,118700.0,INLAND +-119.04,35.36,36.0,1942.0,414.0,1051.0,411.0,1.8362,66900.0,INLAND +-119.05,35.36,30.0,4635.0,800.0,2307.0,754.0,3.6548,84700.0,INLAND +-119.05,35.36,16.0,4507.0,1049.0,2261.0,959.0,3.3261,118400.0,INLAND +-119.07,35.36,19.0,5254.0,894.0,2155.0,831.0,4.6705,110700.0,INLAND +-119.08,35.36,12.0,6442.0,1116.0,2966.0,1092.0,4.5791,123400.0,INLAND +-119.06,35.36,9.0,1228.0,234.0,409.0,212.0,4.3482,95200.0,INLAND +-119.03,35.37,42.0,2508.0,483.0,1035.0,442.0,2.6513,72300.0,INLAND +-119.03,35.36,41.0,1944.0,363.0,977.0,388.0,3.9097,81300.0,INLAND +-119.04,35.36,40.0,1533.0,312.0,771.0,306.0,3.0435,69500.0,INLAND +-119.04,35.37,46.0,1637.0,338.0,714.0,297.0,2.1818,75300.0,INLAND +-119.02,35.37,44.0,2687.0,620.0,1521.0,549.0,1.7213,61600.0,INLAND +-119.02,35.36,48.0,1833.0,396.0,947.0,363.0,2.2827,70000.0,INLAND +-119.02,35.36,47.0,1631.0,340.0,847.0,315.0,2.5062,73700.0,INLAND +-119.03,35.36,41.0,2551.0,594.0,1342.0,595.0,1.9671,76800.0,INLAND +-119.01,35.37,38.0,1702.0,380.0,1191.0,366.0,1.8801,57800.0,INLAND +-119.01,35.36,38.0,1838.0,388.0,1203.0,373.0,1.6797,60700.0,INLAND +-119.01,35.36,36.0,2658.0,626.0,1490.0,529.0,1.2157,57000.0,INLAND +-119.01,35.36,24.0,1941.0,484.0,1277.0,435.0,1.056,51600.0,INLAND +-119.01,35.37,33.0,821.0,181.0,579.0,172.0,1.2469,46700.0,INLAND +-119.0,35.36,40.0,850.0,227.0,764.0,186.0,0.9407,43600.0,INLAND +-119.0,35.36,39.0,896.0,217.0,805.0,197.0,1.25,42500.0,INLAND +-119.0,35.35,35.0,1164.0,277.0,992.0,284.0,1.4015,48700.0,INLAND +-119.0,35.36,35.0,1021.0,280.0,1258.0,239.0,1.7375,48600.0,INLAND +-118.98,35.37,36.0,1562.0,398.0,1223.0,329.0,0.9675,47100.0,INLAND +-118.98,35.36,29.0,1244.0,266.0,933.0,227.0,1.6981,49400.0,INLAND +-118.98,35.36,15.0,1482.0,338.0,1059.0,279.0,1.2617,42700.0,INLAND +-118.99,35.36,18.0,1524.0,354.0,1210.0,344.0,1.1136,47800.0,INLAND +-118.99,35.36,31.0,1498.0,359.0,1168.0,340.0,1.2232,49300.0,INLAND +-118.94,35.36,19.0,2714.0,512.0,1823.0,500.0,3.1281,76200.0,INLAND +-118.95,35.36,30.0,2294.0,508.0,1753.0,482.0,2.1078,54700.0,INLAND +-118.96,35.37,32.0,1025.0,259.0,874.0,236.0,1.9612,53400.0,INLAND +-118.96,35.36,35.0,2285.0,497.0,1738.0,480.0,2.4848,54000.0,INLAND +-118.97,35.37,34.0,1379.0,333.0,1156.0,315.0,1.7197,48900.0,INLAND +-118.97,35.36,31.0,1418.0,306.0,1219.0,312.0,1.5743,46700.0,INLAND +-118.95,35.32,29.0,3480.0,608.0,2007.0,541.0,3.2738,78700.0,INLAND +-118.98,35.35,21.0,496.0,131.0,511.0,124.0,1.7614,33200.0,INLAND +-118.99,35.35,27.0,1615.0,355.0,1380.0,332.0,1.6632,49800.0,INLAND +-118.99,35.33,36.0,1590.0,367.0,1311.0,390.0,1.6786,52900.0,INLAND +-118.99,35.32,26.0,875.0,199.0,567.0,204.0,0.9288,36600.0,INLAND +-119.0,35.35,31.0,2931.0,716.0,1969.0,588.0,2.2155,62100.0,INLAND +-118.99,35.35,32.0,1293.0,317.0,1109.0,286.0,1.1786,45600.0,INLAND +-119.01,35.35,34.0,1354.0,325.0,922.0,304.0,2.1875,58000.0,INLAND +-119.01,35.34,44.0,1730.0,343.0,782.0,278.0,3.0208,63700.0,INLAND +-119.02,35.35,42.0,1239.0,251.0,776.0,272.0,1.983,63300.0,INLAND +-119.01,35.35,39.0,598.0,149.0,366.0,132.0,1.9125,57900.0,INLAND +-119.02,35.35,38.0,1472.0,305.0,670.0,282.0,2.2407,76000.0,INLAND +-119.02,35.34,38.0,1463.0,294.0,692.0,295.0,2.3125,65800.0,INLAND +-119.03,35.34,36.0,3474.0,645.0,1679.0,616.0,2.7256,71900.0,INLAND +-119.03,35.35,34.0,1441.0,294.0,695.0,275.0,2.6875,73700.0,INLAND +-119.04,35.35,31.0,1607.0,336.0,817.0,307.0,2.5644,73000.0,INLAND +-119.04,35.35,27.0,4590.0,897.0,2212.0,894.0,3.1753,85000.0,INLAND +-119.06,35.35,20.0,9351.0,2139.0,4584.0,1953.0,2.575,69900.0,INLAND +-119.05,35.34,14.0,3580.0,984.0,1933.0,912.0,2.6637,175000.0,INLAND +-119.05,35.33,18.0,12707.0,2685.0,7009.0,2552.0,2.9438,87200.0,INLAND +-119.05,35.34,17.0,2387.0,437.0,1204.0,423.0,4.0529,106200.0,INLAND +-119.07,35.35,24.0,4119.0,865.0,1294.0,879.0,2.4123,86200.0,INLAND +-119.07,35.34,16.0,4201.0,786.0,1667.0,724.0,4.8839,134100.0,INLAND +-119.12,35.33,4.0,8574.0,1489.0,4250.0,1444.0,5.1036,103400.0,INLAND +-119.1,35.35,5.0,4597.0,1071.0,1916.0,870.0,4.0327,131000.0,INLAND +-119.08,35.34,18.0,4070.0,512.0,1580.0,540.0,10.5941,245800.0,INLAND +-119.08,35.35,20.0,892.0,129.0,331.0,135.0,7.1837,176300.0,INLAND +-119.09,35.35,14.0,2113.0,256.0,842.0,265.0,8.5325,224100.0,INLAND +-119.08,35.34,16.0,1535.0,238.0,768.0,236.0,5.4449,118500.0,INLAND +-119.08,35.34,15.0,1474.0,235.0,768.0,238.0,4.1528,130100.0,INLAND +-119.1,35.33,4.0,6640.0,898.0,3121.0,902.0,6.759,170300.0,INLAND +-119.08,35.32,8.0,11609.0,2141.0,5696.0,2100.0,5.0012,106300.0,INLAND +-119.09,35.33,9.0,7085.0,1148.0,3084.0,1052.0,4.997,142900.0,INLAND +-119.06,35.32,15.0,3944.0,746.0,2355.0,757.0,3.569,70700.0,INLAND +-119.07,35.33,13.0,9027.0,1901.0,4870.0,1797.0,3.406,100700.0,INLAND +-119.06,35.33,14.0,5264.0,1064.0,3278.0,1049.0,3.8117,82800.0,INLAND +-119.02,35.34,34.0,2861.0,510.0,1375.0,486.0,3.4286,71400.0,INLAND +-119.02,35.33,26.0,3691.0,826.0,2072.0,827.0,2.1553,84700.0,INLAND +-119.03,35.33,21.0,3057.0,698.0,1627.0,680.0,2.7083,84700.0,INLAND +-119.03,35.34,34.0,2221.0,436.0,1131.0,408.0,3.0486,68500.0,INLAND +-119.01,35.34,36.0,973.0,219.0,613.0,187.0,1.5625,46700.0,INLAND +-119.01,35.33,42.0,1120.0,255.0,677.0,213.0,1.5429,39400.0,INLAND +-119.0,35.33,35.0,991.0,221.0,620.0,207.0,1.9417,53800.0,INLAND +-119.01,35.33,32.0,3068.0,628.0,1897.0,607.0,2.4234,63700.0,INLAND +-119.02,35.33,35.0,2053.0,412.0,1193.0,387.0,2.75,65800.0,INLAND +-119.02,35.34,35.0,1650.0,390.0,1145.0,343.0,1.5357,56500.0,INLAND +-118.99,35.32,35.0,1576.0,405.0,870.0,282.0,1.6575,59500.0,INLAND +-118.99,35.3,33.0,2248.0,434.0,1461.0,405.0,2.9402,56200.0,INLAND +-119.0,35.31,37.0,1337.0,275.0,767.0,273.0,1.6522,53300.0,INLAND +-119.09,35.3,3.0,2821.0,519.0,1353.0,495.0,3.6852,109800.0,INLAND +-119.04,35.32,20.0,37.0,11.0,34.0,8.0,1.2,50000.0,INLAND +-119.05,35.32,11.0,7035.0,1455.0,3525.0,1387.0,3.4827,93600.0,INLAND +-119.04,35.31,11.0,2161.0,371.0,1267.0,388.0,4.1957,92700.0,INLAND +-119.03,35.32,12.0,2721.0,549.0,1294.0,523.0,2.5575,100200.0,INLAND +-119.02,35.32,14.0,2927.0,588.0,1821.0,561.0,3.3529,82600.0,INLAND +-119.05,35.3,9.0,10822.0,1994.0,6241.0,1906.0,4.0631,88200.0,INLAND +-119.03,35.3,10.0,829.0,146.0,447.0,173.0,4.1484,102900.0,INLAND +-119.02,35.3,10.0,7397.0,1369.0,4611.0,1310.0,3.6369,81600.0,INLAND +-119.01,35.32,23.0,4870.0,965.0,2717.0,928.0,2.596,70000.0,INLAND +-119.01,35.31,19.0,7092.0,1517.0,4101.0,1436.0,2.1006,74800.0,INLAND +-119.01,35.3,7.0,8596.0,1597.0,4893.0,1520.0,3.9054,80900.0,INLAND +-119.07,35.27,25.0,3081.0,635.0,1830.0,591.0,2.5804,97900.0,INLAND +-119.13,35.22,5.0,6268.0,1003.0,3269.0,980.0,5.1457,118200.0,INLAND +-119.01,35.24,6.0,80.0,16.0,66.0,21.0,3.125,65000.0,INLAND +-119.01,35.28,10.0,7011.0,1453.0,4163.0,1307.0,2.7659,77500.0,INLAND +-118.99,35.24,40.0,282.0,59.0,213.0,71.0,2.35,91700.0,INLAND +-118.99,35.27,32.0,444.0,102.0,242.0,87.0,1.1528,150000.0,INLAND +-118.93,34.82,24.0,806.0,168.0,323.0,136.0,3.5,113900.0,INLAND +-118.95,34.83,18.0,3278.0,762.0,1338.0,550.0,2.9891,116500.0,INLAND +-118.95,34.81,30.0,2817.0,604.0,1089.0,412.0,3.1364,123500.0,INLAND +-119.15,34.83,6.0,8733.0,1600.0,2006.0,736.0,4.5724,168400.0,INLAND +-119.16,34.95,14.0,4054.0,787.0,1581.0,579.0,3.0882,148200.0,INLAND +-118.93,34.82,8.0,508.0,111.0,229.0,84.0,4.0332,128300.0,INLAND +-119.4,35.06,21.0,2213.0,458.0,1250.0,440.0,2.9187,52100.0,INLAND +-119.45,35.07,45.0,973.0,183.0,500.0,177.0,2.6389,30000.0,INLAND +-119.42,35.19,26.0,890.0,172.0,483.0,170.0,4.15,68200.0,INLAND +-119.5,35.27,23.0,3827.0,696.0,1993.0,617.0,3.0742,57900.0,INLAND +-119.48,35.17,36.0,116.0,20.0,39.0,18.0,3.125,37500.0,INLAND +-119.45,35.16,34.0,3437.0,696.0,1783.0,608.0,2.3912,52900.0,INLAND +-119.46,35.17,40.0,4164.0,812.0,1998.0,773.0,2.8323,50800.0,INLAND +-119.46,35.14,30.0,2943.0,,1565.0,584.0,2.5313,45800.0,INLAND +-119.47,35.14,19.0,4190.0,690.0,1973.0,702.0,3.9929,88300.0,INLAND +-119.45,35.15,33.0,5050.0,964.0,2293.0,919.0,3.1592,75400.0,INLAND +-119.45,35.13,34.0,1440.0,309.0,808.0,294.0,2.3013,26600.0,INLAND +-119.46,35.13,46.0,2745.0,543.0,1423.0,482.0,2.1955,26900.0,INLAND +-119.47,35.13,44.0,4599.0,877.0,2140.0,831.0,2.9952,63800.0,INLAND +-119.47,35.4,32.0,2167.0,421.0,1301.0,394.0,1.9718,69800.0,INLAND +-119.42,35.4,24.0,2585.0,480.0,1442.0,424.0,2.8452,104700.0,INLAND +-119.12,35.41,12.0,5589.0,941.0,3018.0,917.0,4.4561,96900.0,INLAND +-119.11,35.39,22.0,984.0,176.0,451.0,170.0,3.25,88900.0,INLAND +-119.12,35.39,13.0,1264.0,202.0,552.0,187.0,4.5903,94300.0,INLAND +-119.19,35.41,12.0,2835.0,471.0,1399.0,413.0,4.4125,149000.0,INLAND +-119.2,35.37,6.0,7383.0,1095.0,3415.0,1059.0,5.3119,157300.0,INLAND +-119.12,35.38,18.0,1521.0,269.0,706.0,279.0,4.4196,121000.0,INLAND +-119.11,35.38,37.0,2044.0,394.0,894.0,359.0,2.9453,82800.0,INLAND +-119.12,35.37,13.0,4527.0,713.0,2170.0,671.0,4.8266,146200.0,INLAND +-119.18,35.5,36.0,1253.0,259.0,932.0,249.0,2.1635,110400.0,INLAND +-119.28,35.52,36.0,786.0,194.0,573.0,134.0,2.2321,37500.0,INLAND +-119.27,35.49,39.0,2649.0,572.0,1815.0,547.0,2.3533,65400.0,INLAND +-119.26,35.5,38.0,2536.0,409.0,1133.0,430.0,4.2375,78600.0,INLAND +-119.27,35.5,34.0,1367.0,329.0,796.0,319.0,2.8269,61100.0,INLAND +-119.27,35.51,28.0,1089.0,179.0,544.0,190.0,3.2279,95800.0,INLAND +-119.28,35.5,34.0,1923.0,379.0,1101.0,351.0,2.4044,65800.0,INLAND +-119.28,35.5,28.0,3107.0,782.0,3260.0,738.0,1.6944,58600.0,INLAND +-119.27,35.5,21.0,2171.0,483.0,1315.0,450.0,1.7105,52100.0,INLAND +-119.38,35.49,34.0,2304.0,437.0,1506.0,403.0,2.2071,64600.0,INLAND +-119.34,35.6,16.0,1584.0,309.0,1011.0,268.0,2.4961,58800.0,INLAND +-119.36,35.55,29.0,510.0,84.0,236.0,73.0,2.7,125000.0,INLAND +-119.35,35.58,13.0,1657.0,362.0,1186.0,376.0,1.1903,63200.0,INLAND +-119.34,35.59,33.0,3240.0,654.0,1809.0,616.0,2.3934,71900.0,INLAND +-119.34,35.6,33.0,2143.0,488.0,1732.0,509.0,1.9362,59000.0,INLAND +-119.33,35.6,32.0,2703.0,683.0,2682.0,675.0,1.4619,60500.0,INLAND +-119.35,35.59,14.0,2719.0,502.0,1497.0,457.0,3.176,71800.0,INLAND +-119.33,35.59,20.0,3085.0,691.0,2645.0,676.0,1.7868,54100.0,INLAND +-119.69,35.62,18.0,820.0,239.0,1345.0,207.0,2.1186,47500.0,INLAND +-119.77,35.65,21.0,2403.0,483.0,1647.0,415.0,2.6066,80000.0,INLAND +-119.14,35.76,30.0,735.0,137.0,421.0,113.0,2.5625,156300.0,INLAND +-119.29,35.76,15.0,3938.0,789.0,3500.0,768.0,2.1295,59800.0,INLAND +-119.19,35.64,29.0,1476.0,220.0,902.0,205.0,2.6726,83300.0,INLAND +-119.24,35.68,21.0,1885.0,398.0,1539.0,388.0,2.5208,58500.0,INLAND +-119.22,35.68,16.0,2874.0,677.0,3078.0,651.0,1.8843,55200.0,INLAND +-119.24,35.67,32.0,3216.0,750.0,2639.0,709.0,2.0025,54700.0,INLAND +-119.25,35.78,27.0,1513.0,342.0,1346.0,323.0,2.7411,59800.0,INLAND +-119.25,35.77,35.0,1618.0,378.0,1449.0,398.0,1.6786,56500.0,INLAND +-119.25,35.76,36.0,2332.0,656.0,2175.0,610.0,1.6045,57300.0,INLAND +-119.25,35.75,36.0,1598.0,443.0,1658.0,417.0,1.517,52100.0,INLAND +-119.25,35.79,8.0,3271.0,797.0,2700.0,688.0,1.7418,62200.0,INLAND +-119.25,35.78,35.0,1927.0,386.0,1371.0,414.0,2.2981,69900.0,INLAND +-119.23,35.78,8.0,1612.0,343.0,1230.0,330.0,2.1806,67200.0,INLAND +-119.23,35.79,31.0,2862.0,606.0,2467.0,600.0,2.3125,62100.0,INLAND +-119.24,35.77,28.0,1737.0,521.0,1764.0,514.0,1.7813,67800.0,INLAND +-119.23,35.77,36.0,3225.0,635.0,2034.0,593.0,2.4044,72500.0,INLAND +-119.23,35.74,16.0,2275.0,659.0,1914.0,614.0,2.033,68400.0,INLAND +-119.23,35.77,26.0,2636.0,468.0,1416.0,485.0,4.1917,84000.0,INLAND +-118.92,35.47,6.0,1755.0,280.0,664.0,254.0,6.2885,216400.0,INLAND +-119.01,35.44,20.0,3458.0,651.0,1465.0,621.0,2.5806,82500.0,INLAND +-118.93,35.44,13.0,1439.0,237.0,557.0,227.0,6.1563,204200.0,INLAND +-118.31,35.74,18.0,2327.0,642.0,799.0,335.0,1.8419,92300.0,INLAND +-118.06,35.68,15.0,1962.0,403.0,730.0,321.0,2.25,67500.0,INLAND +-118.44,35.75,23.0,3166.0,700.0,1097.0,493.0,2.6288,96000.0,INLAND +-118.47,35.72,18.0,4754.0,1075.0,1366.0,690.0,2.0694,81200.0,INLAND +-118.5,35.7,18.0,3303.0,814.0,986.0,522.0,1.5957,101400.0,INLAND +-118.59,35.72,28.0,1491.0,408.0,98.0,48.0,1.4205,90000.0,INLAND +-118.87,35.65,33.0,1504.0,325.0,584.0,223.0,3.4792,94600.0,INLAND +-118.23,35.48,17.0,2354.0,514.0,775.0,380.0,1.8369,59400.0,INLAND +-118.33,35.64,15.0,2966.0,669.0,1007.0,465.0,1.5667,72500.0,INLAND +-118.41,35.63,15.0,5907.0,1257.0,2310.0,1001.0,2.3125,96900.0,INLAND +-118.45,35.62,18.0,2304.0,527.0,782.0,390.0,1.4141,75800.0,INLAND +-118.47,35.64,17.0,2248.0,535.0,927.0,427.0,1.3023,68500.0,INLAND +-118.48,35.61,17.0,4002.0,930.0,1614.0,731.0,1.6236,67300.0,INLAND +-118.45,35.58,16.0,5396.0,1182.0,1802.0,807.0,1.8819,69700.0,INLAND +-118.61,35.47,13.0,2267.0,601.0,756.0,276.0,2.5474,78400.0,INLAND +-117.73,35.73,35.0,2916.0,594.0,1870.0,432.0,3.625,55000.0,INLAND +-117.66,35.63,33.0,2579.0,564.0,1155.0,431.0,2.0441,42100.0,INLAND +-117.67,35.65,18.0,2737.0,589.0,1128.0,533.0,2.8,72000.0,INLAND +-117.68,35.65,15.0,2701.0,576.0,1245.0,513.0,3.3269,81900.0,INLAND +-117.69,35.65,5.0,1131.0,276.0,520.0,232.0,4.0167,87500.0,INLAND +-117.7,35.64,8.0,2683.0,416.0,1154.0,399.0,5.8625,109400.0,INLAND +-117.68,35.64,15.0,3253.0,573.0,1408.0,586.0,5.2043,95700.0,INLAND +-117.67,35.64,6.0,2115.0,342.0,927.0,337.0,6.1935,115700.0,INLAND +-117.67,35.63,32.0,3661.0,787.0,1613.0,706.0,3.0687,63500.0,INLAND +-117.68,35.63,18.0,4334.0,641.0,1777.0,661.0,6.0653,105300.0,INLAND +-117.69,35.63,5.0,3151.0,482.0,1335.0,428.0,5.5773,109000.0,INLAND +-117.7,35.62,18.0,2657.0,496.0,1426.0,483.0,3.5931,71900.0,INLAND +-117.68,35.61,9.0,4241.0,832.0,1929.0,742.0,3.5988,84500.0,INLAND +-117.68,35.6,12.0,1678.0,241.0,765.0,281.0,6.0532,102800.0,INLAND +-117.7,35.6,16.0,2678.0,483.0,1473.0,487.0,3.858,70200.0,INLAND +-117.68,35.62,30.0,2994.0,741.0,1481.0,581.0,2.1458,52400.0,INLAND +-117.64,35.61,10.0,2656.0,506.0,1349.0,501.0,4.25,83200.0,INLAND +-117.66,35.62,11.0,5897.0,1138.0,2728.0,1072.0,4.15,85700.0,INLAND +-117.66,35.61,5.0,5735.0,932.0,2623.0,862.0,4.8494,87200.0,INLAND +-117.66,35.6,14.0,1740.0,391.0,850.0,317.0,2.5812,91700.0,INLAND +-117.76,35.63,12.0,2014.0,372.0,1027.0,356.0,3.9261,101300.0,INLAND +-117.68,35.55,9.0,3811.0,605.0,1518.0,568.0,5.5551,142500.0,INLAND +-117.81,35.65,19.0,1124.0,290.0,598.0,261.0,1.8984,54300.0,INLAND +-117.87,35.73,13.0,2566.0,449.0,1181.0,414.0,4.1518,91800.0,INLAND +-117.84,35.54,11.0,1751.0,316.0,765.0,296.0,5.0762,98000.0,INLAND +-117.74,35.65,15.0,2357.0,484.0,1110.0,442.0,3.1755,81700.0,INLAND +-117.84,35.35,28.0,1913.0,486.0,858.0,371.0,1.9962,50800.0,INLAND +-118.0,35.05,21.0,1739.0,425.0,945.0,362.0,3.4015,86500.0,INLAND +-117.82,35.03,30.0,2555.0,510.0,1347.0,467.0,3.3693,71800.0,INLAND +-117.76,35.22,4.0,18.0,3.0,8.0,6.0,1.625,275000.0,INLAND +-117.79,35.21,4.0,2.0,2.0,6.0,2.0,2.375,137500.0,INLAND +-118.01,35.12,15.0,1926.0,361.0,917.0,316.0,3.3889,68500.0,INLAND +-117.98,35.13,5.0,4849.0,920.0,2504.0,847.0,3.5391,81900.0,INLAND +-117.95,35.13,4.0,2630.0,502.0,1150.0,422.0,4.25,104400.0,INLAND +-117.95,35.08,1.0,83.0,15.0,32.0,15.0,4.875,141700.0,INLAND +-117.98,35.1,4.0,923.0,166.0,352.0,135.0,4.5724,84500.0,INLAND +-117.99,35.16,15.0,2180.0,416.0,960.0,370.0,2.875,87800.0,INLAND +-118.27,34.92,20.0,873.0,175.0,422.0,159.0,2.9583,91700.0,INLAND +-118.34,34.86,11.0,7353.0,1482.0,3571.0,1308.0,2.8097,130000.0,INLAND +-117.68,35.03,28.0,2969.0,648.0,1644.0,570.0,3.4338,54900.0,INLAND +-117.68,34.99,33.0,1589.0,307.0,853.0,272.0,4.2292,64400.0,INLAND +-117.65,35.0,36.0,1184.0,316.0,672.0,241.0,1.9107,39800.0,INLAND +-118.15,34.86,10.0,4597.0,1009.0,2227.0,821.0,2.6149,83500.0,INLAND +-118.17,34.87,9.0,1507.0,293.0,761.0,278.0,3.0184,87900.0,INLAND +-118.19,34.87,2.0,2103.0,389.0,923.0,338.0,5.0553,111100.0,INLAND +-118.17,34.86,21.0,2370.0,540.0,1488.0,554.0,2.7361,83300.0,INLAND +-118.15,35.06,15.0,1069.0,296.0,569.0,263.0,2.0441,73300.0,INLAND +-118.16,35.05,44.0,1297.0,307.0,776.0,278.0,2.5875,68900.0,INLAND +-118.19,35.05,14.0,2992.0,573.0,1631.0,526.0,3.7452,83200.0,INLAND +-118.15,35.04,29.0,1671.0,368.0,821.0,337.0,2.16,56800.0,INLAND +-118.51,35.16,7.0,4371.0,727.0,1932.0,654.0,4.625,136800.0,INLAND +-118.66,35.2,7.0,9664.0,1692.0,3617.0,1370.0,4.0581,162900.0,INLAND +-118.34,35.27,10.0,2939.0,605.0,1167.0,446.0,2.3917,79000.0,INLAND +-118.48,35.14,4.0,8417.0,1657.0,4631.0,1468.0,3.6949,115800.0,INLAND +-118.61,35.08,6.0,3660.0,646.0,1243.0,482.0,3.4911,137200.0,INLAND +-118.61,34.99,11.0,4031.0,766.0,1539.0,564.0,3.8917,120800.0,INLAND +-118.46,35.13,19.0,3109.0,640.0,1457.0,620.0,2.6417,94900.0,INLAND +-118.46,35.12,16.0,4084.0,812.0,2033.0,668.0,3.2405,85500.0,INLAND +-118.43,35.12,8.0,1968.0,376.0,930.0,360.0,3.2632,99800.0,INLAND +-118.44,35.13,34.0,1170.0,290.0,602.0,266.0,1.7917,80000.0,INLAND +-118.44,35.13,21.0,1899.0,447.0,1133.0,391.0,1.8636,67900.0,INLAND +-118.91,35.3,28.0,1793.0,358.0,1233.0,351.0,2.7845,82200.0,INLAND +-118.95,35.26,24.0,1341.0,214.0,667.0,184.0,4.0,94500.0,INLAND +-118.83,35.27,33.0,1190.0,217.0,717.0,196.0,2.6302,81300.0,INLAND +-118.92,35.13,29.0,1297.0,262.0,909.0,253.0,1.9236,106300.0,INLAND +-118.85,35.23,26.0,1639.0,352.0,1222.0,395.0,1.7656,68000.0,INLAND +-118.82,35.23,31.0,2358.0,580.0,2302.0,574.0,1.9688,53900.0,INLAND +-118.83,35.2,17.0,1959.0,484.0,1763.0,453.0,2.1357,53500.0,INLAND +-118.82,35.2,34.0,2185.0,469.0,1910.0,455.0,2.1136,57300.0,INLAND +-118.85,35.2,17.0,2783.0,678.0,2566.0,641.0,1.9907,51200.0,INLAND +-118.91,35.27,29.0,1401.0,317.0,1344.0,306.0,2.0921,61400.0,INLAND +-118.9,35.26,31.0,6145.0,1492.0,5666.0,1457.0,1.9066,54600.0,INLAND +-118.92,35.26,20.0,3815.0,924.0,3450.0,920.0,2.0174,63700.0,INLAND +-118.91,35.24,29.0,2888.0,753.0,2949.0,699.0,1.7716,45500.0,INLAND +-119.69,36.41,38.0,1016.0,202.0,540.0,187.0,2.2885,75000.0,INLAND +-119.57,36.44,30.0,1860.0,337.0,1123.0,347.0,3.4926,94200.0,INLAND +-119.55,36.37,26.0,1912.0,339.0,1002.0,311.0,3.0375,126300.0,INLAND +-119.69,36.38,25.0,1688.0,302.0,879.0,277.0,3.3214,103100.0,INLAND +-119.78,36.37,41.0,831.0,149.0,443.0,146.0,3.1406,100000.0,INLAND +-119.83,36.37,25.0,1549.0,269.0,819.0,272.0,2.7159,101400.0,INLAND +-119.87,36.34,26.0,1414.0,265.0,779.0,249.0,2.9167,83900.0,INLAND +-119.93,36.32,25.0,8363.0,1636.0,7679.0,1580.0,2.0285,106300.0,INLAND +-119.79,36.32,19.0,3252.0,614.0,1971.0,607.0,3.0667,75800.0,INLAND +-119.77,36.32,14.0,3400.0,618.0,1867.0,612.0,3.9926,92500.0,INLAND +-119.78,36.31,14.0,1287.0,291.0,737.0,269.0,3.1667,126400.0,INLAND +-119.77,36.31,14.0,3677.0,863.0,2191.0,785.0,2.6218,69100.0,INLAND +-119.79,36.31,25.0,4984.0,1029.0,2414.0,961.0,2.2937,72300.0,INLAND +-119.77,36.3,24.0,2202.0,471.0,1052.0,439.0,2.1038,62000.0,INLAND +-119.78,36.3,30.0,1846.0,391.0,1255.0,352.0,2.1681,66600.0,INLAND +-119.79,36.3,16.0,1717.0,277.0,903.0,289.0,4.3438,93100.0,INLAND +-119.79,36.29,6.0,1265.0,227.0,764.0,246.0,4.2917,104200.0,INLAND +-119.82,36.32,18.0,942.0,193.0,424.0,174.0,2.0673,87500.0,INLAND +-119.78,36.33,16.0,1006.0,212.0,515.0,200.0,3.2386,112500.0,INLAND +-119.78,36.27,29.0,1871.0,315.0,1066.0,309.0,4.5714,100800.0,INLAND +-119.8,36.29,7.0,479.0,84.0,327.0,103.0,5.1728,107500.0,INLAND +-119.81,36.28,24.0,544.0,112.0,442.0,106.0,3.1071,56100.0,INLAND +-119.72,36.34,33.0,1287.0,214.0,580.0,210.0,3.2019,112500.0,INLAND +-119.72,36.32,40.0,1185.0,221.0,676.0,256.0,2.2721,52600.0,INLAND +-119.7,36.32,40.0,1178.0,244.0,586.0,187.0,2.6477,43500.0,INLAND +-119.73,36.31,20.0,2440.0,433.0,1579.0,400.0,2.8281,60200.0,INLAND +-119.7,36.3,10.0,956.0,201.0,693.0,220.0,2.2895,62000.0,INLAND +-119.67,36.35,10.0,1090.0,164.0,470.0,158.0,4.9432,118800.0,INLAND +-119.65,36.37,4.0,3725.0,783.0,1478.0,600.0,3.5486,148000.0,INLAND +-119.65,36.35,21.0,1745.0,266.0,837.0,292.0,4.3911,107900.0,INLAND +-119.65,36.35,38.0,3148.0,568.0,1378.0,537.0,2.8788,85500.0,INLAND +-119.66,36.35,15.0,1724.0,374.0,947.0,391.0,3.1094,91900.0,INLAND +-119.64,36.36,13.0,2360.0,340.0,1055.0,312.0,5.2134,97400.0,INLAND +-119.64,36.35,23.0,3182.0,563.0,1525.0,585.0,3.8108,90400.0,INLAND +-119.63,36.35,4.0,1684.0,343.0,920.0,324.0,4.2396,90600.0,INLAND +-119.62,36.35,10.0,3674.0,734.0,1864.0,718.0,2.6145,80300.0,INLAND +-119.64,36.35,30.0,1765.0,310.0,746.0,298.0,2.8125,70200.0,INLAND +-119.63,36.34,26.0,1463.0,261.0,699.0,219.0,3.5536,71400.0,INLAND +-119.63,36.33,14.0,2928.0,600.0,1633.0,559.0,1.8385,67500.0,INLAND +-119.61,36.33,32.0,1492.0,284.0,926.0,264.0,3.0139,61500.0,INLAND +-119.63,36.32,36.0,1518.0,287.0,749.0,255.0,2.2333,61000.0,INLAND +-119.66,36.34,32.0,1338.0,276.0,859.0,286.0,2.6397,59700.0,INLAND +-119.65,36.34,46.0,1730.0,337.0,752.0,323.0,1.8529,67200.0,INLAND +-119.65,36.34,47.0,1869.0,357.0,832.0,315.0,3.0846,76100.0,INLAND +-119.64,36.34,32.0,2958.0,670.0,1504.0,627.0,1.8606,56700.0,INLAND +-119.64,36.33,41.0,3095.0,766.0,1852.0,721.0,1.4524,51700.0,INLAND +-119.65,36.33,52.0,1257.0,257.0,624.0,243.0,2.3523,59100.0,INLAND +-119.65,36.33,47.0,1059.0,268.0,693.0,241.0,1.3882,53800.0,INLAND +-119.68,36.32,26.0,592.0,121.0,268.0,116.0,1.7596,120800.0,INLAND +-119.67,36.33,19.0,1241.0,244.0,850.0,237.0,2.9375,81700.0,INLAND +-119.66,36.33,16.0,2048.0,373.0,1052.0,388.0,4.0909,92800.0,INLAND +-119.66,36.33,10.0,1623.0,409.0,988.0,395.0,1.4194,58100.0,INLAND +-119.66,36.32,24.0,2652.0,568.0,1532.0,445.0,2.3256,56800.0,INLAND +-119.68,36.32,28.0,1325.0,276.0,873.0,240.0,2.5833,54400.0,INLAND +-119.68,36.31,12.0,2739.0,535.0,1859.0,498.0,2.9936,60600.0,INLAND +-119.66,36.3,18.0,1147.0,202.0,717.0,212.0,3.3681,70500.0,INLAND +-119.65,36.32,11.0,1294.0,314.0,713.0,290.0,1.5433,50400.0,INLAND +-119.64,36.32,32.0,2205.0,523.0,1772.0,479.0,1.3569,43100.0,INLAND +-119.65,36.3,28.0,941.0,175.0,588.0,180.0,2.3466,53400.0,INLAND +-119.64,36.31,27.0,1513.0,314.0,1071.0,284.0,1.5909,50100.0,INLAND +-119.61,36.31,25.0,1847.0,371.0,1460.0,353.0,1.8839,46300.0,INLAND +-119.57,36.27,20.0,2673.0,452.0,1394.0,449.0,2.625,97400.0,INLAND +-119.69,36.25,35.0,2011.0,349.0,970.0,300.0,2.395,94100.0,INLAND +-119.63,36.18,23.0,207.0,45.0,171.0,50.0,2.4286,100000.0,INLAND +-119.59,36.11,32.0,752.0,159.0,524.0,155.0,2.25,50000.0,INLAND +-119.57,36.09,6.0,2015.0,413.0,992.0,319.0,2.3889,53200.0,INLAND +-119.58,36.1,21.0,1382.0,327.0,1469.0,355.0,1.3967,46500.0,INLAND +-119.56,36.1,29.0,424.0,78.0,284.0,73.0,1.5313,43800.0,INLAND +-119.56,36.1,25.0,1093.0,262.0,893.0,252.0,2.13,50800.0,INLAND +-119.56,36.09,35.0,1648.0,285.0,792.0,265.0,3.2847,64700.0,INLAND +-119.56,36.09,14.0,1267.0,290.0,1077.0,279.0,1.85,52300.0,INLAND +-119.56,36.08,37.0,766.0,189.0,639.0,190.0,1.6607,42100.0,INLAND +-119.58,36.11,21.0,2004.0,385.0,1397.0,398.0,2.2169,61600.0,INLAND +-119.57,36.1,16.0,1461.0,400.0,1201.0,384.0,1.5727,54800.0,INLAND +-119.57,36.1,36.0,1729.0,317.0,737.0,278.0,3.5313,68800.0,INLAND +-119.57,36.1,37.0,1676.0,316.0,707.0,274.0,2.0595,60700.0,INLAND +-119.74,36.15,21.0,1548.0,308.0,1137.0,306.0,2.4688,61300.0,INLAND +-119.9,36.2,43.0,187.0,38.0,106.0,40.0,1.875,137500.0,INLAND +-119.82,36.19,33.0,1293.0,272.0,694.0,229.0,2.0221,52200.0,INLAND +-119.99,36.09,23.0,333.0,92.0,198.0,55.0,0.4999,100000.0,INLAND +-119.96,35.99,25.0,1047.0,270.0,1505.0,286.0,2.0976,47700.0,INLAND +-119.8,36.02,20.0,156.0,39.0,171.0,37.0,3.05,225000.0,INLAND +-120.14,36.04,27.0,2533.0,518.0,1371.0,461.0,2.9708,60900.0,INLAND +-120.12,36.01,18.0,1165.0,334.0,1119.0,308.0,2.2167,48500.0,INLAND +-120.14,36.0,33.0,1726.0,420.0,1371.0,388.0,2.0335,43900.0,INLAND +-120.12,35.99,7.0,2049.0,482.0,1387.0,422.0,2.25,56200.0,INLAND +-120.13,35.87,26.0,48.0,8.0,13.0,8.0,2.375,71300.0,INLAND +-120.0,35.91,16.0,259.0,53.0,131.0,38.0,3.125,62500.0,INLAND +-122.89,39.42,16.0,411.0,114.0,26.0,19.0,0.4999,73500.0,INLAND +-122.9,39.23,39.0,1295.0,240.0,534.0,179.0,3.9519,98900.0,INLAND +-122.91,39.18,43.0,89.0,18.0,86.0,27.0,2.0208,72500.0,INLAND +-122.91,39.17,44.0,202.0,42.0,142.0,39.0,4.35,68300.0,INLAND +-122.9,39.17,45.0,1314.0,277.0,649.0,232.0,2.575,73600.0,INLAND +-122.88,39.14,20.0,1125.0,231.0,521.0,196.0,2.2188,106300.0,INLAND +-123.07,39.12,24.0,1098.0,193.0,353.0,145.0,3.8333,92600.0,<1H OCEAN +-122.95,39.13,17.0,380.0,69.0,225.0,72.0,3.25,137500.0,INLAND +-122.89,39.11,10.0,1588.0,333.0,585.0,254.0,2.2551,71100.0,INLAND +-122.9,39.09,15.0,2483.0,544.0,835.0,380.0,1.9141,143200.0,INLAND +-122.92,39.08,24.0,341.0,64.0,146.0,57.0,4.0,166300.0,INLAND +-122.94,39.1,18.0,681.0,120.0,272.0,105.0,2.8906,140600.0,INLAND +-122.99,39.02,14.0,1582.0,301.0,851.0,273.0,3.45,164100.0,<1H OCEAN +-122.91,39.07,21.0,2202.0,484.0,1000.0,381.0,2.4423,102300.0,INLAND +-122.91,39.06,21.0,1236.0,238.0,601.0,261.0,1.939,100300.0,INLAND +-122.92,39.05,16.0,1548.0,295.0,605.0,250.0,3.5652,119000.0,INLAND +-122.91,39.05,20.0,1128.0,229.0,621.0,210.0,3.2216,93500.0,INLAND +-122.92,39.05,38.0,3131.0,624.0,1591.0,568.0,2.5457,80700.0,INLAND +-122.91,39.05,27.0,789.0,208.0,295.0,108.0,3.7667,95000.0,INLAND +-122.91,39.03,14.0,2374.0,557.0,723.0,427.0,1.3532,95800.0,INLAND +-122.7,39.14,13.0,532.0,111.0,214.0,62.0,3.3929,108300.0,INLAND +-122.87,39.13,15.0,1927.0,427.0,810.0,321.0,1.6369,86500.0,INLAND +-122.86,39.08,24.0,3127.0,674.0,1015.0,448.0,2.0417,78800.0,INLAND +-122.83,39.09,26.0,2191.0,495.0,679.0,371.0,1.4679,94700.0,INLAND +-122.79,39.09,20.0,1798.0,395.0,685.0,331.0,1.625,66800.0,INLAND +-122.8,39.08,17.0,1880.0,467.0,798.0,342.0,1.4676,65000.0,INLAND +-122.79,39.08,23.0,952.0,200.0,321.0,128.0,1.5208,89000.0,INLAND +-122.78,39.05,15.0,1601.0,323.0,661.0,269.0,2.6181,108900.0,INLAND +-122.53,39.09,11.0,1264.0,271.0,370.0,177.0,1.3,69700.0,INLAND +-122.69,39.04,9.0,254.0,50.0,66.0,29.0,2.7639,112500.0,INLAND +-122.73,39.04,23.0,1618.0,395.0,425.0,244.0,1.9833,111500.0,INLAND +-122.69,39.02,27.0,2199.0,527.0,744.0,316.0,2.1094,72400.0,INLAND +-122.66,39.03,27.0,1446.0,329.0,594.0,255.0,1.165,53300.0,INLAND +-122.66,39.02,16.0,3715.0,810.0,943.0,510.0,1.7446,109400.0,INLAND +-122.7,39.0,18.0,793.0,148.0,186.0,59.0,2.3125,162500.0,INLAND +-122.7,38.99,18.0,1177.0,224.0,181.0,105.0,2.3558,134700.0,INLAND +-122.65,38.99,16.0,4279.0,951.0,1596.0,666.0,1.8571,75900.0,INLAND +-122.52,38.99,16.0,975.0,219.0,337.0,155.0,1.6607,77800.0,INLAND +-122.68,38.98,27.0,2300.0,508.0,526.0,254.0,2.1838,109700.0,INLAND +-122.65,38.97,32.0,1856.0,472.0,703.0,292.0,1.1912,60000.0,INLAND +-122.63,38.96,17.0,1708.0,459.0,633.0,312.0,1.75,64000.0,INLAND +-122.62,38.95,19.0,2230.0,538.0,832.0,359.0,1.6865,58800.0,INLAND +-122.62,38.94,14.0,1731.0,400.0,638.0,282.0,2.3179,57500.0,INLAND +-122.61,38.93,14.0,231.0,36.0,108.0,31.0,4.3897,71300.0,INLAND +-122.6,38.93,16.0,1657.0,390.0,572.0,301.0,1.4767,62000.0,INLAND +-122.62,38.96,16.0,1914.0,446.0,828.0,332.0,2.0577,69000.0,INLAND +-122.63,38.96,20.0,2507.0,577.0,1072.0,457.0,2.3083,60200.0,INLAND +-122.65,38.96,27.0,2143.0,580.0,898.0,367.0,1.6769,63200.0,INLAND +-122.64,38.96,29.0,883.0,187.0,326.0,136.0,1.7273,58200.0,INLAND +-122.64,38.95,28.0,1503.0,370.0,522.0,268.0,1.2029,68900.0,INLAND +-122.63,38.95,11.0,686.0,127.0,246.0,86.0,1.7083,77300.0,INLAND +-122.63,38.94,25.0,661.0,144.0,192.0,93.0,1.7566,49000.0,INLAND +-122.63,38.94,18.0,3844.0,969.0,1832.0,845.0,1.125,81800.0,INLAND +-122.62,38.94,13.0,524.0,129.0,215.0,90.0,1.5455,55000.0,INLAND +-122.7,38.97,17.0,2554.0,540.0,723.0,319.0,3.2375,114200.0,INLAND +-122.75,39.01,17.0,4162.0,967.0,889.0,414.0,3.4187,200500.0,INLAND +-122.79,39.02,23.0,642.0,203.0,265.0,84.0,1.8833,96900.0,INLAND +-122.78,38.97,11.0,5175.0,971.0,2144.0,792.0,3.0466,97300.0,INLAND +-122.69,38.94,9.0,1245.0,234.0,517.0,187.0,3.125,93400.0,INLAND +-122.71,38.91,20.0,41.0,18.0,94.0,10.0,1.375,55000.0,INLAND +-122.86,39.05,20.0,1592.0,327.0,647.0,253.0,2.5326,136800.0,INLAND +-122.85,39.0,20.0,1580.0,318.0,753.0,252.0,1.8704,88500.0,INLAND +-122.83,38.99,15.0,289.0,49.0,191.0,54.0,1.6833,113900.0,INLAND +-122.83,38.98,17.0,1383.0,347.0,719.0,296.0,1.6164,77800.0,INLAND +-122.84,38.98,21.0,939.0,176.0,556.0,178.0,1.7196,75000.0,INLAND +-122.92,38.97,20.0,2067.0,384.0,904.0,333.0,2.9934,134200.0,<1H OCEAN +-122.89,38.93,20.0,1214.0,247.0,504.0,223.0,2.7188,105700.0,<1H OCEAN +-122.83,38.96,15.0,1318.0,296.0,567.0,276.0,1.8692,93800.0,INLAND +-122.77,38.92,26.0,712.0,140.0,293.0,100.0,4.0119,119400.0,INLAND +-122.83,38.89,11.0,640.0,134.0,268.0,90.0,3.4514,100000.0,<1H OCEAN +-122.72,38.88,29.0,2781.0,,890.0,310.0,1.9906,96600.0,INLAND +-122.74,38.83,12.0,4515.0,909.0,1554.0,528.0,3.3531,90800.0,<1H OCEAN +-122.48,38.9,10.0,304.0,63.0,161.0,61.0,2.1964,112500.0,INLAND +-122.59,38.92,15.0,1410.0,329.0,599.0,273.0,2.1953,75000.0,INLAND +-122.6,38.9,23.0,292.0,56.0,92.0,41.0,2.9583,91700.0,INLAND +-122.62,38.92,13.0,520.0,115.0,249.0,109.0,1.8417,84700.0,INLAND +-122.65,38.92,30.0,70.0,38.0,20.0,13.0,4.125,112500.0,INLAND +-122.64,38.87,16.0,1177.0,240.0,519.0,199.0,1.5739,73500.0,INLAND +-122.5,38.82,12.0,2394.0,443.0,877.0,341.0,2.5625,109200.0,INLAND +-122.51,38.76,9.0,2589.0,482.0,1050.0,374.0,4.0435,132600.0,INLAND +-122.55,38.81,7.0,3639.0,637.0,1027.0,421.0,3.8831,132100.0,INLAND +-122.59,38.78,15.0,764.0,145.0,366.0,143.0,3.375,103100.0,INLAND +-122.66,38.81,22.0,852.0,176.0,461.0,142.0,3.4375,83300.0,INLAND +-122.68,38.76,29.0,994.0,226.0,302.0,117.0,2.3125,67900.0,INLAND +-122.62,38.73,21.0,1425.0,323.0,727.0,287.0,2.1474,85300.0,INLAND +-122.64,38.71,20.0,531.0,126.0,231.0,96.0,2.625,89600.0,INLAND +-122.52,38.7,26.0,102.0,17.0,43.0,13.0,0.536,87500.0,INLAND +-121.11,41.07,26.0,1707.0,308.0,761.0,250.0,2.7188,48100.0,INLAND +-120.96,41.12,29.0,779.0,136.0,364.0,123.0,2.5,59200.0,INLAND +-121.07,40.85,17.0,976.0,202.0,511.0,175.0,3.6641,80800.0,INLAND +-120.38,40.98,27.0,777.0,185.0,318.0,115.0,1.6833,40000.0,INLAND +-120.35,40.63,33.0,240.0,49.0,63.0,22.0,3.625,200000.0,INLAND +-120.77,40.65,11.0,2635.0,667.0,280.0,132.0,1.7214,118300.0,INLAND +-121.02,40.51,17.0,890.0,167.0,406.0,154.0,3.3036,78300.0,INLAND +-120.96,40.28,19.0,683.0,139.0,302.0,111.0,2.5,64100.0,INLAND +-121.03,40.35,52.0,5486.0,1044.0,1977.0,754.0,2.1833,49500.0,INLAND +-120.67,40.5,15.0,5343.0,,2503.0,902.0,3.5962,85900.0,INLAND +-120.57,40.43,15.0,2045.0,461.0,1121.0,402.0,2.6902,71500.0,INLAND +-120.66,40.42,35.0,1450.0,325.0,717.0,297.0,2.5074,66400.0,INLAND +-120.65,40.42,39.0,3240.0,652.0,1467.0,621.0,2.1875,64300.0,INLAND +-120.66,40.41,52.0,2081.0,478.0,1051.0,419.0,2.2992,70200.0,INLAND +-120.64,40.41,50.0,1741.0,424.0,987.0,383.0,1.5066,59300.0,INLAND +-120.71,40.36,19.0,4462.0,828.0,2229.0,777.0,3.5536,105700.0,INLAND +-120.58,40.37,16.0,3412.0,667.0,1873.0,590.0,2.2661,61800.0,INLAND +-120.42,40.38,26.0,1652.0,313.0,762.0,280.0,2.4757,85600.0,INLAND +-120.36,40.45,19.0,689.0,143.0,355.0,127.0,1.7333,70000.0,INLAND +-120.51,40.41,36.0,36.0,8.0,4198.0,7.0,5.5179,67500.0,INLAND +-120.54,40.29,17.0,3391.0,623.0,1529.0,571.0,3.4028,91000.0,INLAND +-120.49,40.31,16.0,1821.0,360.0,969.0,359.0,3.4643,85100.0,INLAND +-120.37,40.17,21.0,789.0,141.0,406.0,146.0,2.1198,73500.0,INLAND +-120.2,40.26,26.0,2399.0,518.0,1037.0,443.0,2.6765,47600.0,INLAND +-120.09,39.92,19.0,2335.0,518.0,1028.0,383.0,1.7267,60700.0,INLAND +-118.27,34.27,27.0,5205.0,859.0,2363.0,888.0,6.1946,276100.0,<1H OCEAN +-118.28,34.26,32.0,1079.0,207.0,486.0,167.0,4.9833,213000.0,<1H OCEAN +-118.29,34.26,33.0,3177.0,713.0,1845.0,612.0,4.008,191100.0,<1H OCEAN +-118.3,34.26,37.0,2824.0,633.0,1619.0,573.0,3.5568,184500.0,<1H OCEAN +-118.3,34.26,42.0,2186.0,423.0,1145.0,439.0,4.81,191900.0,<1H OCEAN +-118.28,34.25,35.0,2045.0,450.0,1166.0,407.0,3.5214,197600.0,<1H OCEAN +-118.28,34.25,29.0,2559.0,,1886.0,769.0,2.6036,162100.0,<1H OCEAN +-118.29,34.25,19.0,1988.0,594.0,1399.0,527.0,2.4727,175000.0,<1H OCEAN +-118.29,34.25,8.0,5568.0,1514.0,3565.0,1374.0,3.0795,161500.0,<1H OCEAN +-118.27,34.25,37.0,2489.0,454.0,1215.0,431.0,5.0234,257600.0,<1H OCEAN +-118.27,34.25,35.0,2091.0,360.0,879.0,326.0,4.4485,261900.0,<1H OCEAN +-118.27,34.24,30.0,2180.0,369.0,1050.0,390.0,6.3688,277600.0,<1H OCEAN +-118.27,34.25,35.0,779.0,143.0,371.0,150.0,4.6635,230100.0,<1H OCEAN +-118.27,34.25,39.0,699.0,150.0,358.0,143.0,4.4375,195800.0,<1H OCEAN +-118.28,34.24,32.0,2542.0,526.0,1278.0,493.0,4.45,263600.0,<1H OCEAN +-118.28,34.24,29.0,3390.0,580.0,1543.0,576.0,5.6184,316900.0,<1H OCEAN +-118.3,34.25,36.0,1300.0,304.0,688.0,261.0,3.1523,176700.0,<1H OCEAN +-118.33,34.24,31.0,6434.0,1188.0,3540.0,1131.0,4.2639,293300.0,<1H OCEAN +-118.35,34.22,19.0,9259.0,1653.0,3963.0,1595.0,5.997,228700.0,<1H OCEAN +-118.35,34.22,30.0,1260.0,222.0,638.0,229.0,4.1302,258300.0,<1H OCEAN +-118.35,34.21,39.0,1470.0,312.0,1047.0,284.0,3.275,181400.0,<1H OCEAN +-118.35,34.21,42.0,1073.0,220.0,804.0,226.0,3.75,172600.0,<1H OCEAN +-118.31,34.28,34.0,3258.0,610.0,1810.0,633.0,5.1145,219900.0,<1H OCEAN +-118.31,34.27,35.0,1446.0,274.0,759.0,291.0,6.0808,215600.0,<1H OCEAN +-118.3,34.26,43.0,1510.0,310.0,809.0,277.0,3.599,176500.0,<1H OCEAN +-118.3,34.26,40.0,1065.0,214.0,605.0,183.0,4.1964,185900.0,<1H OCEAN +-118.31,34.26,38.0,2264.0,460.0,1124.0,388.0,4.2685,189600.0,<1H OCEAN +-118.31,34.26,41.0,1297.0,327.0,733.0,315.0,3.0583,160300.0,<1H OCEAN +-118.31,34.26,34.0,1797.0,363.0,948.0,363.0,4.1339,187300.0,<1H OCEAN +-118.32,34.26,32.0,3690.0,791.0,1804.0,715.0,4.4875,222700.0,<1H OCEAN +-118.35,34.28,30.0,3214.0,513.0,1700.0,533.0,4.6944,248200.0,<1H OCEAN +-118.33,34.27,29.0,3034.0,732.0,1776.0,702.0,3.1349,230200.0,<1H OCEAN +-118.35,34.27,32.0,604.0,108.0,314.0,113.0,6.2037,205400.0,<1H OCEAN +-118.34,34.26,37.0,1776.0,301.0,702.0,265.0,5.2661,314900.0,<1H OCEAN +-118.35,34.25,34.0,2795.0,460.0,1267.0,443.0,6.1464,354400.0,<1H OCEAN +-118.36,34.26,34.0,3677.0,573.0,1598.0,568.0,6.838,378000.0,<1H OCEAN +-118.3,34.26,28.0,1643.0,489.0,1142.0,458.0,3.1607,200600.0,<1H OCEAN +-118.3,34.25,44.0,1442.0,285.0,859.0,292.0,4.5833,197300.0,<1H OCEAN +-118.31,34.26,37.0,1444.0,246.0,624.0,239.0,5.76,239400.0,<1H OCEAN +-118.31,34.26,36.0,1882.0,453.0,1005.0,409.0,3.8,217100.0,<1H OCEAN +-118.32,34.26,24.0,5106.0,1010.0,2310.0,957.0,4.4375,191500.0,<1H OCEAN +-118.39,34.28,24.0,4694.0,820.0,3566.0,777.0,4.4818,166200.0,<1H OCEAN +-118.38,34.28,22.0,4428.0,825.0,3152.0,836.0,4.7932,166300.0,<1H OCEAN +-118.4,34.28,16.0,6573.0,1480.0,6161.0,1473.0,3.3304,154900.0,<1H OCEAN +-118.38,34.27,8.0,3248.0,847.0,2608.0,731.0,2.8214,158300.0,<1H OCEAN +-118.41,34.29,35.0,1008.0,204.0,1162.0,215.0,3.35,147600.0,<1H OCEAN +-118.41,34.29,32.0,1591.0,320.0,1818.0,306.0,4.2969,145800.0,<1H OCEAN +-118.42,34.28,29.0,1271.0,272.0,1338.0,266.0,4.125,150000.0,<1H OCEAN +-118.41,34.28,32.0,2574.0,531.0,2609.0,472.0,3.7566,146700.0,<1H OCEAN +-118.4,34.28,22.0,3517.0,810.0,3134.0,847.0,2.6652,164800.0,<1H OCEAN +-118.42,34.28,35.0,822.0,200.0,1197.0,203.0,3.2865,133300.0,<1H OCEAN +-118.42,34.28,34.0,1999.0,427.0,2391.0,439.0,2.8,144300.0,<1H OCEAN +-118.42,34.27,33.0,1209.0,341.0,1097.0,283.0,1.6295,134300.0,<1H OCEAN +-118.42,34.27,33.0,937.0,216.0,1216.0,212.0,3.3214,131300.0,<1H OCEAN +-118.42,34.27,35.0,674.0,153.0,808.0,173.0,2.6667,147800.0,<1H OCEAN +-118.43,34.28,30.0,1384.0,308.0,2054.0,301.0,3.0132,142600.0,<1H OCEAN +-118.43,34.27,31.0,1130.0,276.0,1533.0,269.0,4.2353,156800.0,<1H OCEAN +-118.43,34.27,36.0,1002.0,250.0,1312.0,249.0,3.024,148000.0,<1H OCEAN +-118.42,34.27,37.0,1024.0,246.0,1371.0,239.0,3.225,147500.0,<1H OCEAN +-118.43,34.26,30.0,1246.0,373.0,1990.0,369.0,3.5104,140900.0,<1H OCEAN +-118.43,34.26,37.0,1269.0,348.0,1835.0,335.0,3.2583,147200.0,<1H OCEAN +-118.44,34.27,35.0,777.0,187.0,1022.0,186.0,3.4,139600.0,<1H OCEAN +-118.43,34.26,43.0,729.0,172.0,935.0,174.0,2.9519,140900.0,<1H OCEAN +-118.42,34.25,37.0,1545.0,341.0,1909.0,352.0,3.6791,148100.0,<1H OCEAN +-118.43,34.25,35.0,1447.0,335.0,1630.0,306.0,2.9205,143100.0,<1H OCEAN +-118.42,34.26,26.0,1788.0,521.0,2582.0,484.0,2.1062,136400.0,<1H OCEAN +-118.41,34.26,38.0,870.0,205.0,1065.0,222.0,2.5313,136100.0,<1H OCEAN +-118.42,34.26,36.0,973.0,221.0,1086.0,218.0,3.4519,143300.0,<1H OCEAN +-118.42,34.26,37.0,1789.0,424.0,2279.0,411.0,3.9,138600.0,<1H OCEAN +-118.41,34.27,38.0,858.0,203.0,1250.0,204.0,2.9219,137900.0,<1H OCEAN +-118.42,34.27,35.0,2700.0,702.0,3444.0,679.0,1.4867,124000.0,<1H OCEAN +-118.4,34.26,13.0,4379.0,872.0,2560.0,853.0,4.2538,154300.0,<1H OCEAN +-118.4,34.25,13.0,1872.0,497.0,1927.0,432.0,2.2019,134200.0,<1H OCEAN +-118.41,34.25,19.0,280.0,84.0,483.0,87.0,1.95,137500.0,<1H OCEAN +-118.41,34.25,33.0,827.0,192.0,981.0,184.0,2.6429,143100.0,<1H OCEAN +-118.41,34.25,36.0,1146.0,259.0,1173.0,272.0,3.6016,153800.0,<1H OCEAN +-118.41,34.25,18.0,3447.0,857.0,3663.0,817.0,3.2284,157100.0,<1H OCEAN +-118.42,34.24,17.0,2049.0,548.0,2243.0,541.0,2.525,163700.0,<1H OCEAN +-118.42,34.25,36.0,1430.0,331.0,1502.0,312.0,3.6292,145200.0,<1H OCEAN +-118.43,34.32,34.0,2657.0,515.0,1948.0,532.0,4.233,157400.0,<1H OCEAN +-118.43,34.33,18.0,5891.0,920.0,2882.0,911.0,5.901,235600.0,<1H OCEAN +-118.44,34.32,14.0,6235.0,1286.0,3568.0,1190.0,4.1724,211600.0,<1H OCEAN +-118.42,34.31,19.0,6755.0,1443.0,4205.0,1395.0,3.9583,163200.0,<1H OCEAN +-118.42,34.3,29.0,3334.0,712.0,2919.0,718.0,3.6548,180300.0,<1H OCEAN +-118.41,34.32,18.0,6572.0,1105.0,3473.0,1067.0,5.2987,203400.0,<1H OCEAN +-118.41,34.3,28.0,3187.0,569.0,2205.0,559.0,5.1668,187400.0,<1H OCEAN +-118.42,34.32,30.0,3027.0,604.0,1970.0,590.0,4.3409,156000.0,<1H OCEAN +-118.44,34.31,14.0,4151.0,941.0,3163.0,915.0,4.0301,154300.0,<1H OCEAN +-118.44,34.31,22.0,3182.0,822.0,2661.0,746.0,2.7472,160100.0,<1H OCEAN +-118.44,34.3,38.0,1595.0,314.0,1181.0,327.0,3.4,155500.0,<1H OCEAN +-118.45,34.31,9.0,1739.0,358.0,820.0,323.0,4.0556,182500.0,<1H OCEAN +-118.45,34.32,23.0,3481.0,641.0,1952.0,682.0,4.26,189400.0,<1H OCEAN +-118.46,34.32,10.0,5777.0,1112.0,2917.0,1056.0,4.1514,194100.0,<1H OCEAN +-118.45,34.31,28.0,1532.0,287.0,977.0,275.0,4.4773,173100.0,<1H OCEAN +-118.46,34.3,32.0,2424.0,476.0,2291.0,419.0,4.0337,158500.0,<1H OCEAN +-118.46,34.31,24.0,2920.0,601.0,1460.0,598.0,4.2708,218200.0,<1H OCEAN +-118.47,34.32,13.0,2664.0,518.0,1468.0,521.0,4.8988,325200.0,<1H OCEAN +-118.48,34.33,9.0,2384.0,395.0,1697.0,402.0,6.0891,270100.0,<1H OCEAN +-118.48,34.31,31.0,1091.0,256.0,892.0,238.0,3.0,172400.0,<1H OCEAN +-118.47,34.3,16.0,2495.0,551.0,2314.0,567.0,3.6736,192200.0,<1H OCEAN +-118.46,34.29,24.0,3668.0,890.0,3151.0,810.0,3.0526,183300.0,<1H OCEAN +-118.47,34.29,18.0,4256.0,987.0,3401.0,955.0,4.2935,190000.0,<1H OCEAN +-118.49,34.29,26.0,4516.0,611.0,1714.0,581.0,9.2873,431800.0,<1H OCEAN +-118.49,34.28,27.0,2535.0,389.0,1071.0,386.0,6.8695,319400.0,<1H OCEAN +-118.49,34.28,31.0,3508.0,585.0,1957.0,588.0,6.6458,285500.0,<1H OCEAN +-118.49,34.31,25.0,1024.0,145.0,357.0,147.0,7.0598,356300.0,<1H OCEAN +-118.52,34.32,18.0,7498.0,976.0,3189.0,955.0,8.1248,374000.0,<1H OCEAN +-118.51,34.3,24.0,6145.0,868.0,2710.0,875.0,7.5078,344000.0,<1H OCEAN +-118.51,34.28,29.0,4239.0,653.0,1890.0,631.0,6.3911,301700.0,<1H OCEAN +-118.51,34.29,29.0,1287.0,194.0,525.0,187.0,6.4171,319300.0,<1H OCEAN +-118.52,34.29,28.0,2272.0,320.0,868.0,312.0,7.7464,474600.0,<1H OCEAN +-118.52,34.3,17.0,4542.0,621.0,2144.0,597.0,8.8467,450700.0,<1H OCEAN +-118.45,34.3,27.0,2676.0,,2661.0,623.0,4.3047,152100.0,<1H OCEAN +-118.45,34.3,35.0,4085.0,919.0,3988.0,906.0,3.4812,160200.0,<1H OCEAN +-118.54,34.28,18.0,5481.0,780.0,2477.0,764.0,6.7248,377200.0,<1H OCEAN +-118.55,34.28,16.0,8879.0,,3468.0,1200.0,8.1125,428600.0,<1H OCEAN +-118.54,34.28,10.0,7665.0,999.0,3517.0,998.0,10.8805,500001.0,<1H OCEAN +-118.54,34.3,22.0,4423.0,622.0,1995.0,582.0,8.2159,376200.0,<1H OCEAN +-118.57,34.29,4.0,6995.0,1151.0,2907.0,1089.0,7.0808,341200.0,<1H OCEAN +-118.45,34.28,38.0,1527.0,332.0,1303.0,340.0,3.5714,152000.0,<1H OCEAN +-118.46,34.28,23.0,1663.0,302.0,1242.0,283.0,5.5931,217600.0,<1H OCEAN +-118.47,34.27,33.0,1549.0,264.0,881.0,289.0,5.1408,222900.0,<1H OCEAN +-118.48,34.28,35.0,2132.0,368.0,1128.0,341.0,5.3107,227100.0,<1H OCEAN +-118.48,34.28,35.0,1511.0,274.0,873.0,254.0,5.5608,226700.0,<1H OCEAN +-118.47,34.27,17.0,1444.0,282.0,523.0,270.0,2.7353,192400.0,<1H OCEAN +-118.47,34.27,35.0,1150.0,185.0,741.0,178.0,5.741,220600.0,<1H OCEAN +-118.48,34.27,34.0,1231.0,222.0,702.0,222.0,4.9323,223700.0,<1H OCEAN +-118.48,34.27,33.0,2649.0,449.0,1303.0,437.0,4.9955,216800.0,<1H OCEAN +-118.45,34.27,33.0,1194.0,229.0,839.0,230.0,3.705,185800.0,<1H OCEAN +-118.45,34.27,35.0,1579.0,300.0,1012.0,265.0,5.1296,195900.0,<1H OCEAN +-118.46,34.27,30.0,1576.0,282.0,1004.0,284.0,4.8015,179700.0,<1H OCEAN +-118.46,34.27,28.0,1865.0,463.0,1182.0,440.0,2.6193,172300.0,<1H OCEAN +-118.44,34.27,36.0,1111.0,275.0,1333.0,266.0,3.5347,158100.0,<1H OCEAN +-118.44,34.27,29.0,1701.0,419.0,1616.0,371.0,3.3603,142400.0,<1H OCEAN +-118.45,34.26,35.0,1724.0,311.0,992.0,315.0,4.8359,195600.0,<1H OCEAN +-118.45,34.25,36.0,1453.0,270.0,808.0,275.0,4.3839,204600.0,<1H OCEAN +-118.45,34.26,35.0,1637.0,300.0,894.0,302.0,4.175,209600.0,<1H OCEAN +-118.46,34.26,33.0,1358.0,247.0,738.0,235.0,5.0947,210300.0,<1H OCEAN +-118.46,34.26,36.0,1394.0,254.0,761.0,262.0,4.9485,217100.0,<1H OCEAN +-118.46,34.25,33.0,2202.0,433.0,1135.0,407.0,4.2143,224200.0,<1H OCEAN +-118.46,34.25,32.0,2217.0,422.0,1064.0,427.0,3.6989,208600.0,<1H OCEAN +-118.47,34.26,34.0,1300.0,289.0,650.0,291.0,3.8875,199200.0,<1H OCEAN +-118.47,34.26,35.0,1898.0,344.0,1123.0,347.0,5.5792,218400.0,<1H OCEAN +-118.48,34.26,36.0,1770.0,296.0,938.0,304.0,5.749,238000.0,<1H OCEAN +-118.49,34.26,27.0,2722.0,468.0,1164.0,419.0,4.6591,239900.0,<1H OCEAN +-118.47,34.25,34.0,1732.0,399.0,1120.0,401.0,4.1492,195700.0,<1H OCEAN +-118.48,34.25,36.0,1951.0,395.0,1040.0,375.0,5.1619,195300.0,<1H OCEAN +-118.48,34.25,35.0,1442.0,276.0,795.0,268.0,4.9688,216900.0,<1H OCEAN +-118.48,34.25,35.0,1865.0,335.0,1074.0,337.0,5.1068,223300.0,<1H OCEAN +-118.49,34.25,33.0,2088.0,383.0,960.0,362.0,4.3333,232900.0,<1H OCEAN +-118.49,34.27,34.0,4877.0,815.0,2521.0,781.0,5.5714,225900.0,<1H OCEAN +-118.49,34.27,33.0,3047.0,527.0,1578.0,507.0,4.58,236200.0,<1H OCEAN +-118.5,34.27,35.0,2235.0,390.0,1148.0,416.0,4.869,221600.0,<1H OCEAN +-118.51,34.28,34.0,3580.0,565.0,1694.0,524.0,5.4065,243800.0,<1H OCEAN +-118.52,34.28,33.0,1975.0,271.0,801.0,287.0,7.8193,379600.0,<1H OCEAN +-118.51,34.27,34.0,3787.0,771.0,1966.0,738.0,4.055,222500.0,<1H OCEAN +-118.51,34.27,36.0,2276.0,429.0,1001.0,419.0,4.1042,252100.0,<1H OCEAN +-118.52,34.27,36.0,3204.0,538.0,1499.0,499.0,5.5649,271200.0,<1H OCEAN +-118.53,34.27,32.0,1931.0,298.0,948.0,314.0,5.3847,329200.0,<1H OCEAN +-118.53,34.26,18.0,3674.0,,1590.0,550.0,8.176,308400.0,<1H OCEAN +-118.54,34.26,22.0,5303.0,838.0,2372.0,807.0,5.6912,311800.0,<1H OCEAN +-118.54,34.27,28.0,2309.0,300.0,931.0,302.0,6.7415,348200.0,<1H OCEAN +-118.53,34.27,33.0,1927.0,305.0,896.0,293.0,5.634,320500.0,<1H OCEAN +-118.54,34.26,23.0,4960.0,592.0,1929.0,586.0,10.9052,500001.0,<1H OCEAN +-118.55,34.26,21.0,4018.0,536.0,1508.0,529.0,8.203,445400.0,<1H OCEAN +-118.55,34.27,25.0,4919.0,661.0,2183.0,625.0,8.1356,352800.0,<1H OCEAN +-118.5,34.26,33.0,2831.0,510.0,1340.0,504.0,4.8316,237300.0,<1H OCEAN +-118.52,34.26,21.0,8850.0,2139.0,4717.0,1979.0,3.7816,254200.0,<1H OCEAN +-118.51,34.26,29.0,2472.0,354.0,1109.0,397.0,5.5433,332500.0,<1H OCEAN +-118.52,34.25,11.0,7849.0,1664.0,3561.0,1500.0,4.6625,290900.0,<1H OCEAN +-118.49,34.26,25.0,8389.0,1872.0,4483.0,1747.0,3.5497,261300.0,<1H OCEAN +-118.49,34.25,28.0,4054.0,712.0,2164.0,746.0,5.0,258000.0,<1H OCEAN +-118.57,34.27,20.0,7384.0,845.0,2795.0,872.0,9.6047,500001.0,<1H OCEAN +-118.59,34.26,20.0,8146.0,1131.0,3562.0,1054.0,7.167,357100.0,<1H OCEAN +-118.61,34.24,17.0,5406.0,895.0,2337.0,882.0,6.0137,375900.0,<1H OCEAN +-118.63,34.24,9.0,4759.0,924.0,1884.0,915.0,4.8333,277200.0,<1H OCEAN +-118.62,34.26,15.0,10860.0,1653.0,4178.0,1581.0,6.3249,262100.0,<1H OCEAN +-118.6,34.26,18.0,6154.0,1070.0,3010.0,1034.0,5.6392,271500.0,<1H OCEAN +-118.61,34.25,16.0,8295.0,1506.0,3903.0,1451.0,5.5111,276600.0,<1H OCEAN +-118.63,34.22,18.0,1376.0,225.0,670.0,205.0,6.5146,277600.0,<1H OCEAN +-118.64,34.22,25.0,2762.0,410.0,1166.0,439.0,6.8643,333700.0,<1H OCEAN +-118.66,34.23,18.0,897.0,142.0,263.0,110.0,6.1288,350000.0,<1H OCEAN +-118.61,34.23,26.0,3727.0,572.0,1724.0,530.0,6.1419,327300.0,<1H OCEAN +-118.61,34.22,24.0,5256.0,758.0,2474.0,780.0,7.3252,333700.0,<1H OCEAN +-118.6,34.23,19.0,8866.0,2355.0,5005.0,2194.0,3.2564,230300.0,<1H OCEAN +-118.59,34.23,17.0,6592.0,1525.0,4459.0,1463.0,3.0347,254500.0,<1H OCEAN +-118.56,34.25,31.0,1962.0,243.0,697.0,242.0,8.565,500001.0,<1H OCEAN +-118.56,34.24,23.0,2980.0,362.0,1208.0,378.0,8.1714,500001.0,<1H OCEAN +-118.57,34.25,34.0,5098.0,778.0,2239.0,778.0,5.6149,273100.0,<1H OCEAN +-118.58,34.24,26.0,3239.0,647.0,1529.0,590.0,3.2426,236900.0,<1H OCEAN +-118.59,34.25,15.0,9716.0,2387.0,4992.0,2225.0,3.6231,193300.0,<1H OCEAN +-118.57,34.25,20.0,4679.0,609.0,1945.0,609.0,8.7471,419900.0,<1H OCEAN +-118.58,34.25,23.0,4883.0,769.0,2119.0,725.0,5.521,280800.0,<1H OCEAN +-118.56,34.23,36.0,3215.0,529.0,1710.0,539.0,5.5126,248400.0,<1H OCEAN +-118.56,34.23,36.0,2406.0,432.0,1242.0,454.0,4.6944,221800.0,<1H OCEAN +-118.57,34.23,22.0,3275.0,648.0,1746.0,585.0,4.9676,221900.0,<1H OCEAN +-118.58,34.23,29.0,3907.0,773.0,2037.0,727.0,4.1023,230200.0,<1H OCEAN +-118.59,34.23,14.0,4407.0,1209.0,2676.0,1128.0,3.4091,168800.0,<1H OCEAN +-118.58,34.23,35.0,1917.0,314.0,1019.0,340.0,4.8929,234900.0,<1H OCEAN +-118.58,34.22,35.0,1969.0,339.0,950.0,340.0,4.875,230400.0,<1H OCEAN +-118.59,34.22,17.0,6015.0,1464.0,3056.0,1347.0,4.0077,229000.0,<1H OCEAN +-118.51,34.25,24.0,4338.0,558.0,1514.0,549.0,8.8612,500001.0,<1H OCEAN +-118.51,34.24,31.0,5297.0,664.0,1986.0,657.0,8.6454,483500.0,<1H OCEAN +-118.51,34.23,36.0,3324.0,448.0,1190.0,423.0,7.2772,477200.0,<1H OCEAN +-118.52,34.24,6.0,3218.0,949.0,2295.0,876.0,3.0926,418500.0,<1H OCEAN +-118.52,34.23,35.0,1471.0,210.0,735.0,219.0,8.3841,472200.0,<1H OCEAN +-118.53,34.25,20.0,6331.0,1537.0,2957.0,1509.0,3.3892,323100.0,<1H OCEAN +-118.54,34.24,24.0,4631.0,1164.0,2360.0,1083.0,3.0977,264000.0,<1H OCEAN +-118.53,34.24,24.0,2718.0,719.0,3018.0,644.0,2.9076,275300.0,<1H OCEAN +-118.54,34.23,35.0,3422.0,601.0,1690.0,574.0,4.375,232900.0,<1H OCEAN +-118.53,34.23,27.0,2131.0,543.0,1065.0,528.0,3.2404,230400.0,<1H OCEAN +-118.54,34.25,26.0,2639.0,378.0,1191.0,401.0,6.2788,322200.0,<1H OCEAN +-118.55,34.24,21.0,5751.0,1082.0,2230.0,1016.0,4.3458,407500.0,<1H OCEAN +-118.55,34.23,25.0,4409.0,1018.0,4579.0,1010.0,2.8727,245100.0,<1H OCEAN +-118.51,34.23,27.0,4580.0,918.0,2252.0,850.0,4.7926,454400.0,<1H OCEAN +-118.52,34.22,21.0,4617.0,1101.0,2891.0,1031.0,3.2289,318100.0,<1H OCEAN +-118.53,34.23,32.0,4039.0,984.0,2675.0,941.0,3.0321,240000.0,<1H OCEAN +-118.54,34.22,34.0,2193.0,513.0,1299.0,497.0,3.6187,211600.0,<1H OCEAN +-118.54,34.23,29.0,1753.0,342.0,1318.0,333.0,4.125,241400.0,<1H OCEAN +-118.45,34.25,34.0,2094.0,380.0,1207.0,380.0,5.2801,212300.0,<1H OCEAN +-118.46,34.24,11.0,5363.0,1160.0,2783.0,1034.0,3.8583,170700.0,<1H OCEAN +-118.47,34.25,21.0,2692.0,477.0,1330.0,456.0,4.5417,238900.0,<1H OCEAN +-118.47,34.24,19.0,2405.0,661.0,1855.0,621.0,2.3111,255400.0,<1H OCEAN +-118.48,34.24,32.0,2621.0,412.0,1285.0,414.0,6.6537,267600.0,<1H OCEAN +-118.49,34.25,30.0,2871.0,470.0,1335.0,458.0,5.0232,253900.0,<1H OCEAN +-118.49,34.24,35.0,2707.0,446.0,1224.0,445.0,5.2939,244200.0,<1H OCEAN +-118.49,34.24,34.0,1971.0,316.0,917.0,307.0,6.0965,262300.0,<1H OCEAN +-118.5,34.25,32.0,2333.0,389.0,969.0,331.0,4.8164,241100.0,<1H OCEAN +-118.5,34.25,32.0,2411.0,380.0,1040.0,344.0,6.155,257300.0,<1H OCEAN +-118.5,34.24,34.0,2634.0,412.0,1114.0,423.0,5.9401,315300.0,<1H OCEAN +-118.5,34.23,26.0,3082.0,573.0,1590.0,586.0,4.5167,319000.0,<1H OCEAN +-118.49,34.23,32.0,4373.0,683.0,2040.0,693.0,5.2668,242300.0,<1H OCEAN +-118.49,34.22,30.0,1756.0,314.0,899.0,288.0,5.0325,238200.0,<1H OCEAN +-118.47,34.23,22.0,8350.0,2717.0,9135.0,2452.0,2.5008,160000.0,<1H OCEAN +-118.48,34.23,35.0,1963.0,310.0,919.0,297.0,4.7583,258600.0,<1H OCEAN +-118.48,34.23,30.0,1762.0,263.0,761.0,292.0,6.5268,273100.0,<1H OCEAN +-118.48,34.23,29.0,3354.0,707.0,1752.0,650.0,4.5484,239900.0,<1H OCEAN +-118.46,34.23,20.0,4609.0,1499.0,5349.0,1377.0,2.7121,169400.0,<1H OCEAN +-118.46,34.23,16.0,6338.0,1768.0,4718.0,1632.0,3.0187,154600.0,<1H OCEAN +-118.43,34.25,38.0,921.0,239.0,1023.0,241.0,3.4514,151900.0,<1H OCEAN +-118.42,34.24,36.0,1181.0,220.0,775.0,218.0,4.7228,183800.0,<1H OCEAN +-118.43,34.24,36.0,1488.0,313.0,1221.0,296.0,4.0208,171400.0,<1H OCEAN +-118.42,34.24,35.0,1507.0,281.0,1025.0,286.0,4.5833,177200.0,<1H OCEAN +-118.41,34.23,35.0,1026.0,195.0,753.0,185.0,4.5909,179200.0,<1H OCEAN +-118.41,34.24,38.0,490.0,101.0,402.0,100.0,3.125,175900.0,<1H OCEAN +-118.44,34.26,34.0,1102.0,212.0,949.0,212.0,4.0792,165100.0,<1H OCEAN +-118.44,34.26,28.0,1077.0,288.0,1377.0,293.0,3.9167,153900.0,<1H OCEAN +-118.43,34.25,32.0,2433.0,553.0,2318.0,532.0,3.6384,159300.0,<1H OCEAN +-118.44,34.26,34.0,325.0,60.0,433.0,83.0,5.5124,174300.0,<1H OCEAN +-118.44,34.25,35.0,1583.0,324.0,1481.0,351.0,3.7,176000.0,<1H OCEAN +-118.45,34.25,21.0,2143.0,565.0,1803.0,497.0,3.9833,162500.0,<1H OCEAN +-118.45,34.24,11.0,9053.0,2193.0,7096.0,2038.0,3.5082,136500.0,<1H OCEAN +-118.45,34.23,15.0,5738.0,1767.0,4620.0,1581.0,2.3584,157600.0,<1H OCEAN +-118.45,34.24,7.0,3299.0,794.0,2343.0,647.0,3.0865,205900.0,<1H OCEAN +-118.44,34.25,33.0,1121.0,231.0,1038.0,236.0,4.8958,173700.0,<1H OCEAN +-118.43,34.24,35.0,1416.0,261.0,995.0,272.0,3.7143,178700.0,<1H OCEAN +-118.43,34.24,35.0,1488.0,293.0,1112.0,288.0,4.4688,182500.0,<1H OCEAN +-118.44,34.24,36.0,1660.0,301.0,1225.0,307.0,4.095,184000.0,<1H OCEAN +-118.44,34.24,35.0,2344.0,435.0,1531.0,399.0,3.725,178200.0,<1H OCEAN +-118.42,34.23,33.0,2478.0,457.0,1567.0,446.0,5.6629,186700.0,<1H OCEAN +-118.42,34.22,29.0,1807.0,323.0,1234.0,310.0,5.3767,233000.0,<1H OCEAN +-118.43,34.23,35.0,2049.0,390.0,1286.0,385.0,4.4432,181500.0,<1H OCEAN +-118.43,34.24,36.0,1379.0,265.0,896.0,246.0,4.6827,183800.0,<1H OCEAN +-118.42,34.23,34.0,1550.0,279.0,1011.0,288.0,4.5375,189000.0,<1H OCEAN +-118.43,34.23,35.0,1225.0,228.0,720.0,231.0,3.4013,176500.0,<1H OCEAN +-118.43,34.23,37.0,1737.0,369.0,1061.0,356.0,3.9615,173700.0,<1H OCEAN +-118.43,34.24,37.0,1279.0,241.0,987.0,233.0,4.0057,172700.0,<1H OCEAN +-118.44,34.23,36.0,1730.0,387.0,1099.0,353.0,4.0368,183100.0,<1H OCEAN +-118.43,34.22,34.0,1588.0,360.0,1080.0,340.0,3.66,184600.0,<1H OCEAN +-118.44,34.22,41.0,1030.0,214.0,664.0,223.0,3.8083,183800.0,<1H OCEAN +-118.44,34.22,39.0,1529.0,344.0,913.0,314.0,3.325,178200.0,<1H OCEAN +-118.44,34.23,43.0,2257.0,429.0,1418.0,442.0,4.5278,181800.0,<1H OCEAN +-118.46,34.22,35.0,2288.0,617.0,2222.0,566.0,2.6299,170700.0,<1H OCEAN +-118.46,34.22,39.0,1500.0,333.0,998.0,309.0,3.9625,168200.0,<1H OCEAN +-118.46,34.22,31.0,2057.0,601.0,2397.0,579.0,2.871,184400.0,<1H OCEAN +-118.45,34.22,24.0,3442.0,1168.0,4625.0,1097.0,2.0699,183000.0,<1H OCEAN +-118.45,34.23,25.0,4393.0,1369.0,3781.0,1267.0,2.5833,183700.0,<1H OCEAN +-118.45,34.22,8.0,2609.0,786.0,1803.0,695.0,2.7714,185700.0,<1H OCEAN +-118.46,34.23,19.0,9902.0,2814.0,7307.0,2660.0,2.585,145400.0,<1H OCEAN +-118.44,34.22,36.0,1191.0,266.0,718.0,248.0,3.4612,178800.0,<1H OCEAN +-118.44,34.21,37.0,1665.0,335.0,1011.0,343.0,4.8703,185100.0,<1H OCEAN +-118.44,34.21,41.0,1440.0,325.0,1014.0,322.0,2.875,168600.0,<1H OCEAN +-118.44,34.22,41.0,1582.0,399.0,1159.0,378.0,2.825,168600.0,<1H OCEAN +-118.43,34.22,34.0,2300.0,429.0,1447.0,455.0,4.2656,233700.0,<1H OCEAN +-118.43,34.21,17.0,3667.0,1209.0,2636.0,1054.0,2.425,175500.0,<1H OCEAN +-118.43,34.22,36.0,1372.0,295.0,774.0,306.0,3.6618,187300.0,<1H OCEAN +-118.4,34.22,43.0,1220.0,222.0,729.0,230.0,3.6442,186300.0,<1H OCEAN +-118.4,34.21,30.0,2453.0,544.0,1753.0,506.0,2.9803,191500.0,<1H OCEAN +-118.41,34.21,35.0,2215.0,459.0,1594.0,446.0,4.0167,193200.0,<1H OCEAN +-118.4,34.21,45.0,972.0,181.0,554.0,187.0,4.8194,181300.0,<1H OCEAN +-118.4,34.22,36.0,2557.0,540.0,1556.0,491.0,3.6591,183800.0,<1H OCEAN +-118.4,34.23,37.0,1404.0,266.0,889.0,274.0,4.0049,190000.0,<1H OCEAN +-118.38,34.25,38.0,983.0,185.0,513.0,170.0,4.8816,231500.0,<1H OCEAN +-118.37,34.24,40.0,1283.0,246.0,594.0,236.0,4.1121,229200.0,<1H OCEAN +-118.37,34.23,32.0,1444.0,317.0,1177.0,311.0,3.6,164600.0,<1H OCEAN +-118.37,34.22,17.0,1787.0,463.0,1671.0,448.0,3.5521,151500.0,<1H OCEAN +-118.38,34.24,38.0,125.0,42.0,63.0,29.0,1.3594,158300.0,<1H OCEAN +-118.4,34.24,35.0,2552.0,545.0,1850.0,503.0,4.775,179500.0,<1H OCEAN +-118.39,34.23,18.0,3405.0,831.0,3001.0,795.0,3.0083,181900.0,<1H OCEAN +-118.39,34.23,43.0,1193.0,299.0,1184.0,320.0,2.1518,161600.0,<1H OCEAN +-118.4,34.23,36.0,1643.0,349.0,1414.0,337.0,4.1181,172700.0,<1H OCEAN +-118.41,34.21,35.0,2830.0,518.0,1577.0,524.0,5.35,210500.0,<1H OCEAN +-118.41,34.21,35.0,1789.0,292.0,897.0,267.0,5.592,239900.0,<1H OCEAN +-118.39,34.22,40.0,712.0,149.0,533.0,155.0,3.695,165200.0,<1H OCEAN +-118.39,34.22,35.0,1790.0,334.0,1277.0,345.0,5.0818,186800.0,<1H OCEAN +-118.39,34.21,32.0,1869.0,441.0,1516.0,432.0,3.6845,178500.0,<1H OCEAN +-118.39,34.21,14.0,2807.0,868.0,2729.0,803.0,2.6667,172400.0,<1H OCEAN +-118.38,34.22,20.0,1176.0,344.0,864.0,318.0,2.375,177700.0,<1H OCEAN +-118.38,34.21,35.0,1468.0,303.0,1295.0,300.0,3.7708,170600.0,<1H OCEAN +-118.38,34.21,33.0,1981.0,484.0,1665.0,466.0,3.0833,179100.0,<1H OCEAN +-118.42,34.22,34.0,3004.0,589.0,1938.0,568.0,4.1857,198600.0,<1H OCEAN +-118.42,34.21,29.0,2893.0,543.0,1636.0,540.0,5.1586,237400.0,<1H OCEAN +-118.42,34.2,34.0,161.0,48.0,66.0,33.0,1.0,187500.0,<1H OCEAN +-118.42,34.23,34.0,1531.0,278.0,1064.0,274.0,5.6687,207300.0,<1H OCEAN +-118.37,34.21,36.0,1392.0,326.0,1181.0,303.0,3.1563,176400.0,<1H OCEAN +-118.37,34.21,36.0,2080.0,455.0,1939.0,484.0,4.2875,176600.0,<1H OCEAN +-118.37,34.21,34.0,2272.0,558.0,2164.0,484.0,3.7143,175700.0,<1H OCEAN +-118.37,34.22,11.0,2127.0,581.0,1989.0,530.0,2.9028,174100.0,<1H OCEAN +-118.38,34.22,32.0,362.0,100.0,348.0,102.0,2.2679,150000.0,<1H OCEAN +-118.36,34.23,15.0,2485.0,742.0,1994.0,670.0,2.8333,183200.0,<1H OCEAN +-118.36,34.22,37.0,1512.0,348.0,1545.0,351.0,3.7663,160300.0,<1H OCEAN +-118.35,34.22,41.0,1560.0,374.0,1668.0,389.0,3.025,154300.0,<1H OCEAN +-118.36,34.21,41.0,337.0,65.0,198.0,50.0,1.8929,152900.0,<1H OCEAN +-118.38,34.21,42.0,715.0,145.0,730.0,158.0,3.8,169500.0,<1H OCEAN +-118.38,34.2,23.0,4138.0,1171.0,3911.0,1068.0,3.0125,181700.0,<1H OCEAN +-118.39,34.2,17.0,2594.0,1028.0,3950.0,973.0,2.0348,177200.0,<1H OCEAN +-118.37,34.21,33.0,2034.0,470.0,1990.0,423.0,3.7455,159600.0,<1H OCEAN +-118.37,34.2,34.0,2199.0,609.0,2488.0,597.0,2.9861,171800.0,<1H OCEAN +-118.38,34.21,38.0,1363.0,395.0,1798.0,405.0,2.3182,171200.0,<1H OCEAN +-118.37,34.2,33.0,1438.0,309.0,1378.0,306.0,2.8917,170400.0,<1H OCEAN +-118.36,34.19,11.0,2921.0,685.0,1512.0,664.0,4.1445,176400.0,<1H OCEAN +-118.36,34.18,34.0,1471.0,423.0,995.0,386.0,2.9583,188700.0,<1H OCEAN +-118.36,34.18,36.0,2233.0,605.0,1934.0,599.0,2.8784,194900.0,<1H OCEAN +-118.37,34.18,33.0,1829.0,512.0,1345.0,500.0,3.1629,198900.0,<1H OCEAN +-118.37,34.19,19.0,2890.0,821.0,2203.0,705.0,2.6696,185100.0,<1H OCEAN +-118.39,34.19,41.0,2000.0,485.0,1439.0,461.0,3.0491,192000.0,<1H OCEAN +-118.39,34.19,23.0,1875.0,710.0,2555.0,657.0,2.0968,162500.0,<1H OCEAN +-118.39,34.2,19.0,2012.0,732.0,3483.0,731.0,2.2234,181300.0,<1H OCEAN +-118.37,34.19,41.0,2924.0,867.0,2751.0,836.0,2.1,171600.0,<1H OCEAN +-118.38,34.19,37.0,1434.0,394.0,1667.0,404.0,2.4375,176300.0,<1H OCEAN +-118.38,34.2,32.0,993.0,285.0,1044.0,248.0,2.4306,187500.0,<1H OCEAN +-118.4,34.2,13.0,4859.0,1293.0,3351.0,1200.0,3.6875,211900.0,<1H OCEAN +-118.4,34.19,37.0,934.0,231.0,587.0,230.0,3.625,181300.0,<1H OCEAN +-118.4,34.2,30.0,2392.0,655.0,1987.0,609.0,2.8424,226400.0,<1H OCEAN +-118.4,34.19,35.0,2180.0,599.0,1483.0,574.0,3.0395,191300.0,<1H OCEAN +-118.41,34.19,39.0,1169.0,242.0,612.0,247.0,4.1429,200000.0,<1H OCEAN +-118.41,34.2,32.0,2734.0,654.0,2209.0,610.0,3.5164,217200.0,<1H OCEAN +-118.42,34.2,24.0,3148.0,908.0,2850.0,839.0,1.9549,221500.0,<1H OCEAN +-118.41,34.19,42.0,779.0,145.0,450.0,148.0,3.9792,193800.0,<1H OCEAN +-118.42,34.19,34.0,2622.0,572.0,1997.0,573.0,3.338,222500.0,<1H OCEAN +-118.42,34.2,27.0,3201.0,970.0,3403.0,948.0,2.2377,231700.0,<1H OCEAN +-118.43,34.2,28.0,3386.0,,2240.0,737.0,3.0221,290100.0,<1H OCEAN +-118.42,34.19,33.0,3353.0,790.0,2318.0,775.0,2.2589,269700.0,<1H OCEAN +-118.42,34.19,33.0,3285.0,830.0,2281.0,786.0,2.6165,230800.0,<1H OCEAN +-118.42,34.18,27.0,3760.0,880.0,2022.0,812.0,3.1551,225600.0,<1H OCEAN +-118.42,34.18,31.0,2887.0,646.0,1626.0,637.0,3.6745,335500.0,<1H OCEAN +-118.42,34.18,30.0,1323.0,353.0,856.0,333.0,3.3594,202200.0,<1H OCEAN +-118.43,34.18,33.0,2717.0,662.0,1546.0,597.0,3.9099,267500.0,<1H OCEAN +-118.43,34.18,31.0,2417.0,510.0,1102.0,507.0,3.8906,282200.0,<1H OCEAN +-118.42,34.18,40.0,1013.0,150.0,449.0,166.0,5.7143,382400.0,<1H OCEAN +-118.41,34.19,45.0,1106.0,225.0,595.0,228.0,3.6625,190700.0,<1H OCEAN +-118.41,34.18,43.0,1840.0,356.0,966.0,323.0,4.7171,237900.0,<1H OCEAN +-118.41,34.18,30.0,2008.0,513.0,1052.0,496.0,3.0119,262200.0,<1H OCEAN +-118.41,34.19,37.0,1993.0,425.0,939.0,400.0,2.8021,224600.0,<1H OCEAN +-118.4,34.19,30.0,521.0,126.0,306.0,129.0,4.1125,216700.0,<1H OCEAN +-118.4,34.19,35.0,1631.0,356.0,862.0,368.0,3.6007,261800.0,<1H OCEAN +-118.4,34.18,32.0,3724.0,899.0,1912.0,791.0,3.5711,312700.0,<1H OCEAN +-118.4,34.17,27.0,3588.0,911.0,1891.0,871.0,3.4013,286000.0,<1H OCEAN +-118.39,34.19,25.0,3794.0,989.0,2454.0,876.0,2.9982,204200.0,<1H OCEAN +-118.39,34.18,42.0,1957.0,389.0,985.0,414.0,2.9327,240200.0,<1H OCEAN +-118.39,34.17,26.0,3345.0,818.0,1599.0,773.0,3.3516,241500.0,<1H OCEAN +-118.39,34.18,44.0,477.0,91.0,220.0,112.0,3.3906,223800.0,<1H OCEAN +-118.39,34.19,36.0,904.0,191.0,627.0,191.0,2.4167,192900.0,<1H OCEAN +-118.4,34.16,45.0,1176.0,250.0,471.0,228.0,2.3333,364700.0,<1H OCEAN +-118.4,34.16,35.0,1354.0,284.0,501.0,262.0,3.8056,384700.0,<1H OCEAN +-118.4,34.16,34.0,2638.0,580.0,1150.0,551.0,4.2989,364700.0,<1H OCEAN +-118.41,34.16,32.0,3060.0,505.0,1159.0,510.0,6.3703,465800.0,<1H OCEAN +-118.41,34.17,35.0,2027.0,428.0,879.0,402.0,4.692,330900.0,<1H OCEAN +-118.38,34.19,42.0,1308.0,289.0,950.0,302.0,2.7379,181500.0,<1H OCEAN +-118.38,34.18,40.0,2079.0,568.0,1396.0,526.0,3.0061,190800.0,<1H OCEAN +-118.38,34.18,27.0,4834.0,1527.0,3847.0,1432.0,2.1449,165300.0,<1H OCEAN +-118.38,34.18,24.0,1983.0,651.0,2251.0,574.0,2.4792,200000.0,<1H OCEAN +-118.38,34.17,33.0,1588.0,454.0,739.0,392.0,2.8208,238500.0,<1H OCEAN +-118.39,34.17,40.0,1696.0,372.0,835.0,385.0,3.6563,222400.0,<1H OCEAN +-118.37,34.18,36.0,1608.0,373.0,1217.0,374.0,2.9728,190200.0,<1H OCEAN +-118.37,34.18,42.0,1140.0,300.0,643.0,252.0,3.3958,178400.0,<1H OCEAN +-118.38,34.18,44.0,901.0,179.0,473.0,179.0,3.3125,186400.0,<1H OCEAN +-118.38,34.19,30.0,977.0,264.0,736.0,258.0,1.9866,177400.0,<1H OCEAN +-118.37,34.18,35.0,2949.0,794.0,2106.0,746.0,2.9228,177300.0,<1H OCEAN +-118.38,34.18,32.0,3553.0,1060.0,3129.0,1010.0,2.5603,174200.0,<1H OCEAN +-118.36,34.18,31.0,1109.0,354.0,1119.0,334.0,2.3056,200000.0,<1H OCEAN +-118.36,34.17,31.0,1939.0,505.0,1584.0,466.0,2.5234,199500.0,<1H OCEAN +-118.37,34.17,42.0,1713.0,416.0,1349.0,427.0,3.2596,191800.0,<1H OCEAN +-118.41,34.18,35.0,2785.0,663.0,1631.0,614.0,3.9038,276100.0,<1H OCEAN +-118.41,34.17,27.0,3277.0,648.0,1382.0,615.0,3.875,366100.0,<1H OCEAN +-118.41,34.18,35.0,1975.0,384.0,882.0,406.0,4.375,291700.0,<1H OCEAN +-118.43,34.17,32.0,3202.0,696.0,1573.0,621.0,3.4449,292900.0,<1H OCEAN +-118.43,34.17,35.0,2922.0,507.0,1130.0,485.0,5.451,341800.0,<1H OCEAN +-118.43,34.17,37.0,1982.0,331.0,794.0,340.0,5.9275,336900.0,<1H OCEAN +-118.43,34.16,34.0,2459.0,489.0,1139.0,463.0,4.0347,353600.0,<1H OCEAN +-118.43,34.16,41.0,2050.0,478.0,850.0,490.0,3.4208,343400.0,<1H OCEAN +-118.43,34.16,40.0,1134.0,184.0,452.0,187.0,4.569,333900.0,<1H OCEAN +-118.42,34.15,27.0,2795.0,602.0,1073.0,535.0,5.1496,365000.0,<1H OCEAN +-118.42,34.17,31.0,2235.0,363.0,914.0,370.0,6.1359,359700.0,<1H OCEAN +-118.42,34.16,28.0,4664.0,1040.0,1963.0,961.0,3.9028,367900.0,<1H OCEAN +-118.41,34.16,14.0,577.0,150.0,372.0,130.0,4.1875,275000.0,<1H OCEAN +-118.42,34.16,25.0,2769.0,566.0,1201.0,545.0,3.6641,386100.0,<1H OCEAN +-118.4,34.17,24.0,4443.0,1283.0,2421.0,1180.0,2.2652,269200.0,<1H OCEAN +-118.4,34.17,24.0,6347.0,,2945.0,1492.0,3.3545,221500.0,<1H OCEAN +-118.39,34.17,28.0,2790.0,748.0,1351.0,697.0,3.2052,283600.0,<1H OCEAN +-118.39,34.17,26.0,6429.0,1611.0,2806.0,1491.0,3.1929,265200.0,<1H OCEAN +-118.39,34.16,46.0,1582.0,279.0,603.0,283.0,5.1169,414300.0,<1H OCEAN +-118.39,34.16,37.0,1388.0,286.0,547.0,258.0,5.1584,444700.0,<1H OCEAN +-118.38,34.17,30.0,2016.0,622.0,1359.0,557.0,2.7708,192300.0,<1H OCEAN +-118.38,34.16,46.0,2609.0,593.0,1055.0,585.0,3.3177,309400.0,<1H OCEAN +-118.38,34.16,31.0,2197.0,501.0,944.0,474.0,3.7312,319400.0,<1H OCEAN +-118.36,34.17,44.0,2295.0,560.0,1543.0,528.0,2.3851,194100.0,<1H OCEAN +-118.37,34.17,15.0,3327.0,1011.0,2683.0,857.0,2.3784,185400.0,<1H OCEAN +-118.37,34.17,42.0,600.0,171.0,377.0,181.0,2.4107,184400.0,<1H OCEAN +-118.37,34.17,10.0,1431.0,473.0,1438.0,429.0,2.2756,221400.0,<1H OCEAN +-118.37,34.17,6.0,854.0,350.0,542.0,321.0,0.8198,325000.0,<1H OCEAN +-118.37,34.16,6.0,6526.0,2007.0,3298.0,1790.0,2.7231,250000.0,<1H OCEAN +-118.37,34.16,10.0,2606.0,748.0,1373.0,680.0,3.6128,225000.0,<1H OCEAN +-118.37,34.16,25.0,2450.0,618.0,1054.0,578.0,3.6375,262500.0,<1H OCEAN +-118.37,34.16,40.0,1973.0,382.0,774.0,352.0,4.4122,282300.0,<1H OCEAN +-118.36,34.16,43.0,2850.0,709.0,1510.0,670.0,2.4835,274300.0,<1H OCEAN +-118.36,34.16,32.0,2455.0,556.0,989.0,493.0,4.0764,325000.0,<1H OCEAN +-118.37,34.16,17.0,4150.0,1148.0,1808.0,1041.0,3.5051,232400.0,<1H OCEAN +-118.37,34.16,11.0,2901.0,871.0,1659.0,789.0,3.1106,209400.0,<1H OCEAN +-118.36,34.16,45.0,1755.0,335.0,822.0,342.0,5.1423,322900.0,<1H OCEAN +-118.36,34.16,42.0,2304.0,442.0,862.0,429.0,4.3542,417900.0,<1H OCEAN +-118.35,34.15,35.0,2245.0,393.0,783.0,402.0,4.1544,500001.0,<1H OCEAN +-118.43,34.2,20.0,4090.0,1271.0,2824.0,1053.0,2.773,140500.0,<1H OCEAN +-118.43,34.21,26.0,2867.0,671.0,1955.0,640.0,4.125,226500.0,<1H OCEAN +-118.44,34.2,28.0,1732.0,435.0,1198.0,417.0,2.9219,241300.0,<1H OCEAN +-118.44,34.21,20.0,5756.0,1477.0,4031.0,1369.0,3.2448,221200.0,<1H OCEAN +-118.45,34.21,30.0,2331.0,733.0,2172.0,707.0,2.1888,195600.0,<1H OCEAN +-118.45,34.2,19.0,3666.0,1150.0,2657.0,1090.0,2.9688,202100.0,<1H OCEAN +-118.46,34.2,13.0,2926.0,816.0,1867.0,802.0,3.5255,202700.0,<1H OCEAN +-118.46,34.21,7.0,2081.0,657.0,1456.0,535.0,3.5,186900.0,<1H OCEAN +-118.47,34.21,34.0,2512.0,603.0,1805.0,584.0,2.9735,220000.0,<1H OCEAN +-118.47,34.2,20.0,3939.0,1143.0,2475.0,1002.0,2.9025,229100.0,<1H OCEAN +-118.48,34.21,25.0,2879.0,723.0,2077.0,649.0,3.3864,197400.0,<1H OCEAN +-118.48,34.2,26.0,2027.0,559.0,1545.0,513.0,2.8974,189900.0,<1H OCEAN +-118.48,34.22,22.0,3430.0,1214.0,3618.0,1092.0,2.1974,93800.0,<1H OCEAN +-118.49,34.21,25.0,1131.0,449.0,746.0,420.0,1.3565,225000.0,<1H OCEAN +-118.49,34.19,23.0,2087.0,571.0,1809.0,553.0,3.1667,202000.0,<1H OCEAN +-118.49,34.2,35.0,1109.0,206.0,515.0,202.0,5.2118,215800.0,<1H OCEAN +-118.5,34.2,34.0,1617.0,344.0,938.0,305.0,3.915,217700.0,<1H OCEAN +-118.48,34.2,12.0,3831.0,1083.0,2258.0,967.0,2.4375,255400.0,<1H OCEAN +-118.48,34.2,23.0,2850.0,864.0,2249.0,777.0,2.6957,191700.0,<1H OCEAN +-118.48,34.19,20.0,5699.0,1594.0,3809.0,1381.0,2.8646,221100.0,<1H OCEAN +-118.48,34.19,36.0,2058.0,423.0,1132.0,423.0,3.8833,210400.0,<1H OCEAN +-118.47,34.2,25.0,4590.0,1477.0,2723.0,1195.0,2.7118,281700.0,<1H OCEAN +-118.47,34.19,33.0,3879.0,943.0,2113.0,843.0,3.892,292900.0,<1H OCEAN +-118.45,34.2,27.0,1572.0,450.0,1039.0,455.0,2.5562,190500.0,<1H OCEAN +-118.45,34.2,18.0,2729.0,800.0,2099.0,742.0,2.5842,230800.0,<1H OCEAN +-118.46,34.2,22.0,4855.0,1350.0,2519.0,1258.0,3.0893,205600.0,<1H OCEAN +-118.45,34.19,37.0,1073.0,254.0,739.0,253.0,2.4667,192200.0,<1H OCEAN +-118.46,34.19,20.0,5992.0,1820.0,4826.0,1632.0,2.7237,233500.0,<1H OCEAN +-118.46,34.19,35.0,1491.0,295.0,779.0,309.0,6.1142,256300.0,<1H OCEAN +-118.43,34.2,29.0,3051.0,694.0,1942.0,679.0,3.1118,238100.0,<1H OCEAN +-118.44,34.2,36.0,2698.0,623.0,1544.0,554.0,2.7375,234900.0,<1H OCEAN +-118.44,34.2,35.0,1717.0,478.0,1628.0,495.0,2.5197,225600.0,<1H OCEAN +-118.44,34.2,17.0,2934.0,950.0,2517.0,889.0,2.936,232500.0,<1H OCEAN +-118.43,34.19,27.0,3440.0,739.0,1827.0,712.0,4.125,245500.0,<1H OCEAN +-118.44,34.19,37.0,1516.0,344.0,983.0,347.0,5.0,243600.0,<1H OCEAN +-118.44,34.19,19.0,3487.0,959.0,2278.0,835.0,2.6709,215500.0,<1H OCEAN +-118.44,34.19,29.0,1599.0,459.0,1143.0,438.0,2.4583,199100.0,<1H OCEAN +-118.43,34.18,22.0,2052.0,568.0,1254.0,572.0,2.6364,271100.0,<1H OCEAN +-118.44,34.18,36.0,2077.0,496.0,1206.0,528.0,2.2326,221000.0,<1H OCEAN +-118.44,34.19,11.0,2891.0,951.0,2166.0,768.0,2.891,178100.0,<1H OCEAN +-118.44,34.18,17.0,1546.0,592.0,2423.0,556.0,2.1977,154200.0,<1H OCEAN +-118.45,34.19,11.0,2479.0,900.0,2466.0,855.0,2.2264,181300.0,<1H OCEAN +-118.45,34.18,22.0,2516.0,826.0,3350.0,713.0,2.0192,158300.0,<1H OCEAN +-118.46,34.18,27.0,2582.0,719.0,2038.0,718.0,3.0877,174200.0,<1H OCEAN +-118.47,34.19,41.0,1104.0,196.0,495.0,196.0,5.0929,225000.0,<1H OCEAN +-118.45,34.18,39.0,1810.0,388.0,839.0,380.0,3.7171,228800.0,<1H OCEAN +-118.45,34.18,34.0,1843.0,442.0,861.0,417.0,3.6875,246400.0,<1H OCEAN +-118.46,34.18,33.0,1791.0,386.0,844.0,397.0,4.5081,251400.0,<1H OCEAN +-118.46,34.18,35.0,1819.0,465.0,1336.0,419.0,3.4583,253200.0,<1H OCEAN +-118.44,34.18,35.0,972.0,270.0,550.0,256.0,2.2461,215000.0,<1H OCEAN +-118.44,34.17,25.0,4966.0,1134.0,1941.0,958.0,3.8081,286700.0,<1H OCEAN +-118.45,34.18,33.0,2077.0,486.0,1021.0,450.0,3.6019,225000.0,<1H OCEAN +-118.43,34.18,25.0,3830.0,1105.0,2328.0,1017.0,2.6238,210000.0,<1H OCEAN +-118.44,34.18,33.0,2127.0,414.0,1056.0,391.0,4.375,286100.0,<1H OCEAN +-118.43,34.17,33.0,1679.0,404.0,933.0,412.0,2.6979,266000.0,<1H OCEAN +-118.43,34.17,34.0,2180.0,424.0,906.0,429.0,4.4464,353100.0,<1H OCEAN +-118.43,34.17,42.0,777.0,102.0,284.0,113.0,11.2093,500001.0,<1H OCEAN +-118.44,34.17,29.0,2685.0,642.0,1085.0,599.0,3.2763,279400.0,<1H OCEAN +-118.43,34.16,34.0,2622.0,467.0,1233.0,476.0,4.0474,379700.0,<1H OCEAN +-118.44,34.16,35.0,3080.0,642.0,1362.0,623.0,4.1218,328500.0,<1H OCEAN +-118.44,34.16,33.0,1616.0,322.0,580.0,311.0,4.0391,337500.0,<1H OCEAN +-118.45,34.16,22.0,4982.0,1358.0,2237.0,1220.0,3.7105,272600.0,<1H OCEAN +-118.45,34.17,21.0,2152.0,527.0,996.0,470.0,3.2386,277300.0,<1H OCEAN +-118.45,34.17,33.0,3100.0,687.0,1388.0,658.0,4.3333,261300.0,<1H OCEAN +-118.46,34.17,24.0,2814.0,675.0,1463.0,620.0,4.1875,309300.0,<1H OCEAN +-118.46,34.17,22.0,6707.0,1737.0,2620.0,1610.0,3.1478,273700.0,<1H OCEAN +-118.45,34.16,33.0,2544.0,500.0,1035.0,492.0,4.475,314800.0,<1H OCEAN +-118.46,34.16,28.0,2795.0,622.0,1173.0,545.0,4.4423,280400.0,<1H OCEAN +-118.46,34.16,26.0,2548.0,647.0,1098.0,540.0,4.3839,299100.0,<1H OCEAN +-118.54,34.21,22.0,6064.0,1826.0,4876.0,1697.0,2.875,227100.0,<1H OCEAN +-118.54,34.21,32.0,2593.0,566.0,1596.0,547.0,3.9886,199200.0,<1H OCEAN +-118.54,34.22,35.0,1664.0,300.0,1000.0,309.0,4.6731,224100.0,<1H OCEAN +-118.54,34.2,37.0,1600.0,349.0,1012.0,366.0,4.1597,201600.0,<1H OCEAN +-118.54,34.19,33.0,2205.0,453.0,1242.0,419.0,4.1319,203700.0,<1H OCEAN +-118.51,34.22,36.0,2794.0,523.0,1334.0,472.0,4.3462,222100.0,<1H OCEAN +-118.5,34.21,36.0,1254.0,229.0,629.0,245.0,4.9643,236100.0,<1H OCEAN +-118.5,34.21,36.0,1656.0,310.0,817.0,308.0,5.5675,215900.0,<1H OCEAN +-118.51,34.22,36.0,1952.0,387.0,1156.0,392.0,4.185,209200.0,<1H OCEAN +-118.51,34.21,36.0,2396.0,421.0,1064.0,398.0,4.7,223600.0,<1H OCEAN +-118.51,34.22,36.0,1493.0,285.0,766.0,272.0,4.8646,213200.0,<1H OCEAN +-118.52,34.22,35.0,1275.0,222.0,959.0,226.0,5.0282,195400.0,<1H OCEAN +-118.52,34.22,35.0,1620.0,272.0,1052.0,248.0,5.5209,203300.0,<1H OCEAN +-118.52,34.21,36.0,2394.0,424.0,1490.0,427.0,4.3261,206700.0,<1H OCEAN +-118.52,34.21,34.0,1663.0,299.0,762.0,282.0,5.1265,211000.0,<1H OCEAN +-118.53,34.22,29.0,4101.0,849.0,2630.0,867.0,4.6607,199800.0,<1H OCEAN +-118.53,34.21,18.0,3124.0,796.0,1855.0,725.0,2.9389,213200.0,<1H OCEAN +-118.55,34.21,35.0,2592.0,490.0,1427.0,434.0,5.0623,246400.0,<1H OCEAN +-118.56,34.22,35.0,1843.0,329.0,1041.0,317.0,4.4271,205100.0,<1H OCEAN +-118.56,34.21,36.0,1286.0,242.0,788.0,248.0,3.5333,196800.0,<1H OCEAN +-118.56,34.22,34.0,1599.0,294.0,819.0,306.0,4.3194,197000.0,<1H OCEAN +-118.55,34.21,33.0,3910.0,838.0,2097.0,810.0,3.8247,208700.0,<1H OCEAN +-118.56,34.21,13.0,8327.0,1849.0,4126.0,1773.0,3.7313,189800.0,<1H OCEAN +-118.52,34.2,35.0,2891.0,594.0,1757.0,581.0,4.3571,199800.0,<1H OCEAN +-118.53,34.2,33.0,3270.0,818.0,2118.0,763.0,3.225,205300.0,<1H OCEAN +-118.5,34.21,35.0,1668.0,332.0,807.0,311.0,4.5125,200300.0,<1H OCEAN +-118.51,34.2,35.0,1614.0,308.0,850.0,330.0,4.1806,209000.0,<1H OCEAN +-118.51,34.2,37.0,2066.0,434.0,1031.0,414.0,4.0924,188400.0,<1H OCEAN +-118.52,34.21,36.0,1328.0,287.0,823.0,273.0,4.5648,193700.0,<1H OCEAN +-118.5,34.2,42.0,1558.0,322.0,884.0,334.0,2.2304,203800.0,<1H OCEAN +-118.51,34.2,33.0,2327.0,479.0,1166.0,472.0,4.2344,262500.0,<1H OCEAN +-118.51,34.2,34.0,2871.0,581.0,1350.0,535.0,3.7049,227500.0,<1H OCEAN +-118.51,34.19,35.0,2537.0,418.0,1161.0,421.0,5.3028,229200.0,<1H OCEAN +-118.51,34.19,38.0,2182.0,409.0,1141.0,379.0,4.2865,221100.0,<1H OCEAN +-118.5,34.2,18.0,4249.0,933.0,2047.0,909.0,4.1304,229100.0,<1H OCEAN +-118.5,34.19,35.0,2720.0,490.0,1158.0,445.0,5.0796,228300.0,<1H OCEAN +-118.5,34.19,26.0,2156.0,509.0,1142.0,470.0,4.0,224700.0,<1H OCEAN +-118.52,34.2,19.0,4315.0,1304.0,2490.0,1222.0,2.6437,195000.0,<1H OCEAN +-118.52,34.2,37.0,1795.0,346.0,1082.0,354.0,4.9102,207200.0,<1H OCEAN +-118.53,34.2,26.0,2221.0,662.0,1998.0,603.0,2.8701,191100.0,<1H OCEAN +-118.55,34.2,21.0,2549.0,651.0,1624.0,628.0,3.6905,179800.0,<1H OCEAN +-118.55,34.19,18.0,5862.0,,3161.0,1280.0,3.1106,170600.0,<1H OCEAN +-118.55,34.2,31.0,1963.0,420.0,1494.0,415.0,3.5313,211800.0,<1H OCEAN +-118.52,34.19,42.0,881.0,170.0,464.0,163.0,2.9511,203900.0,<1H OCEAN +-118.52,34.19,37.0,1560.0,275.0,763.0,284.0,3.8516,206900.0,<1H OCEAN +-118.52,34.19,37.0,1892.0,347.0,1039.0,343.0,4.8295,212100.0,<1H OCEAN +-118.53,34.19,32.0,2618.0,692.0,1961.0,633.0,2.625,192300.0,<1H OCEAN +-118.52,34.18,34.0,2307.0,388.0,1168.0,427.0,4.2143,245400.0,<1H OCEAN +-118.53,34.18,26.0,4175.0,885.0,2118.0,778.0,4.2083,240300.0,<1H OCEAN +-118.56,34.2,36.0,1544.0,308.0,891.0,286.0,4.175,190900.0,<1H OCEAN +-118.56,34.2,35.0,2273.0,,1431.0,403.0,4.0789,196700.0,<1H OCEAN +-118.56,34.19,35.0,782.0,144.0,425.0,140.0,5.4548,201400.0,<1H OCEAN +-118.56,34.19,34.0,1237.0,242.0,671.0,221.0,3.9615,183600.0,<1H OCEAN +-118.56,34.19,34.0,2579.0,561.0,1237.0,517.0,4.433,235100.0,<1H OCEAN +-118.56,34.18,36.0,1366.0,224.0,719.0,270.0,4.8264,251000.0,<1H OCEAN +-118.54,34.19,22.0,3380.0,790.0,2199.0,737.0,2.5739,239200.0,<1H OCEAN +-118.54,34.18,25.0,1938.0,457.0,1280.0,425.0,3.9632,240300.0,<1H OCEAN +-118.55,34.19,36.0,978.0,170.0,475.0,192.0,4.675,222500.0,<1H OCEAN +-118.55,34.19,31.0,1856.0,370.0,990.0,360.0,4.3654,223800.0,<1H OCEAN +-118.58,34.21,24.0,2642.0,696.0,1649.0,633.0,3.0187,217700.0,<1H OCEAN +-118.59,34.21,26.0,2335.0,669.0,1986.0,645.0,2.9974,178800.0,<1H OCEAN +-118.59,34.2,18.0,847.0,185.0,733.0,178.0,5.2149,201900.0,<1H OCEAN +-118.58,34.2,37.0,1389.0,252.0,826.0,249.0,5.015,220900.0,<1H OCEAN +-118.57,34.22,27.0,2795.0,606.0,1702.0,586.0,3.7798,258400.0,<1H OCEAN +-118.57,34.21,23.0,4891.0,793.0,2447.0,765.0,5.8798,270500.0,<1H OCEAN +-118.57,34.22,17.0,3262.0,753.0,1879.0,708.0,4.1359,255200.0,<1H OCEAN +-118.58,34.21,13.0,6227.0,1317.0,3739.0,1226.0,4.0313,299300.0,<1H OCEAN +-118.58,34.22,35.0,2560.0,441.0,1428.0,468.0,5.6345,228200.0,<1H OCEAN +-118.58,34.21,27.0,2209.0,353.0,1034.0,344.0,4.7125,250900.0,<1H OCEAN +-118.59,34.21,34.0,1943.0,320.0,895.0,305.0,5.0462,227700.0,<1H OCEAN +-118.59,34.21,34.0,2389.0,521.0,1560.0,514.0,4.8333,225400.0,<1H OCEAN +-118.6,34.21,21.0,9512.0,2560.0,7282.0,2387.0,2.8039,227500.0,<1H OCEAN +-118.61,34.21,34.0,3494.0,557.0,1861.0,576.0,5.6407,251500.0,<1H OCEAN +-118.62,34.22,33.0,1636.0,275.0,866.0,289.0,5.6356,241300.0,<1H OCEAN +-118.62,34.21,26.0,3234.0,517.0,1597.0,513.0,6.1074,258600.0,<1H OCEAN +-118.62,34.22,34.0,2633.0,471.0,1313.0,428.0,4.0909,232900.0,<1H OCEAN +-118.61,34.21,41.0,1058.0,228.0,778.0,245.0,3.3534,180500.0,<1H OCEAN +-118.61,34.2,16.0,1718.0,467.0,896.0,475.0,3.6296,160900.0,<1H OCEAN +-118.61,34.21,33.0,2609.0,431.0,1208.0,406.0,5.4527,227100.0,<1H OCEAN +-118.62,34.2,23.0,3098.0,542.0,1486.0,492.0,5.7613,235800.0,<1H OCEAN +-118.63,34.21,31.0,3952.0,647.0,1762.0,588.0,5.5709,244800.0,<1H OCEAN +-118.64,34.22,16.0,4312.0,574.0,1902.0,574.0,8.4438,390000.0,<1H OCEAN +-118.65,34.21,5.0,5429.0,665.0,2315.0,687.0,9.6465,500001.0,<1H OCEAN +-118.65,34.2,23.0,7480.0,1084.0,3037.0,1058.0,6.9223,338400.0,<1H OCEAN +-118.62,34.2,32.0,3233.0,553.0,1678.0,545.0,5.0025,234900.0,<1H OCEAN +-118.63,34.2,19.0,7411.0,1045.0,2814.0,950.0,6.7785,336100.0,<1H OCEAN +-118.59,34.21,17.0,2737.0,868.0,2924.0,785.0,2.5797,183500.0,<1H OCEAN +-118.59,34.2,21.0,1789.0,,2300.0,677.0,2.754,179800.0,<1H OCEAN +-118.6,34.2,10.0,2869.0,941.0,2162.0,829.0,3.2297,150000.0,<1H OCEAN +-118.6,34.21,19.0,2581.0,857.0,2004.0,784.0,2.6159,182300.0,<1H OCEAN +-118.56,34.2,35.0,1770.0,362.0,1083.0,355.0,5.0483,221000.0,<1H OCEAN +-118.57,34.21,36.0,878.0,167.0,499.0,179.0,4.1181,190400.0,<1H OCEAN +-118.57,34.2,18.0,7157.0,1869.0,4642.0,1699.0,3.1818,208000.0,<1H OCEAN +-118.58,34.2,21.0,2979.0,744.0,1824.0,692.0,3.5,223700.0,<1H OCEAN +-118.56,34.19,36.0,2600.0,441.0,1246.0,426.0,4.1111,215600.0,<1H OCEAN +-118.57,34.2,36.0,2559.0,469.0,1358.0,445.0,4.5568,201500.0,<1H OCEAN +-118.57,34.2,33.0,1759.0,311.0,943.0,315.0,5.223,209200.0,<1H OCEAN +-118.58,34.2,35.0,1558.0,267.0,793.0,249.0,5.1463,220200.0,<1H OCEAN +-118.58,34.2,35.0,1323.0,228.0,756.0,216.0,4.233,221300.0,<1H OCEAN +-118.56,34.19,34.0,2185.0,372.0,986.0,347.0,4.8125,266700.0,<1H OCEAN +-118.58,34.19,35.0,2329.0,399.0,966.0,336.0,3.8839,224900.0,<1H OCEAN +-118.58,34.19,27.0,4286.0,1071.0,2863.0,1033.0,3.3125,222800.0,<1H OCEAN +-118.58,34.19,15.0,3061.0,1079.0,2173.0,1078.0,2.85,187500.0,<1H OCEAN +-118.58,34.18,28.0,908.0,142.0,368.0,143.0,5.6159,340500.0,<1H OCEAN +-118.62,34.2,29.0,2421.0,402.0,1120.0,388.0,5.0309,244800.0,<1H OCEAN +-118.62,34.18,25.0,3124.0,468.0,1241.0,439.0,6.4044,333100.0,<1H OCEAN +-118.62,34.19,35.0,1934.0,307.0,905.0,315.0,5.5101,267400.0,<1H OCEAN +-118.61,34.2,29.0,1673.0,284.0,794.0,270.0,5.5191,245800.0,<1H OCEAN +-118.61,34.19,28.0,3824.0,749.0,1790.0,701.0,4.1154,246400.0,<1H OCEAN +-118.61,34.19,34.0,703.0,127.0,369.0,127.0,4.3125,210100.0,<1H OCEAN +-118.6,34.19,16.0,14912.0,4183.0,5105.0,3302.0,2.8312,213900.0,<1H OCEAN +-118.63,34.19,32.0,3568.0,591.0,1741.0,563.0,5.1529,259600.0,<1H OCEAN +-118.63,34.18,32.0,1646.0,242.0,697.0,233.0,6.6689,433000.0,<1H OCEAN +-118.64,34.19,30.0,2399.0,373.0,1062.0,377.0,6.0094,245600.0,<1H OCEAN +-118.64,34.19,33.0,3017.0,494.0,1423.0,470.0,5.6163,248400.0,<1H OCEAN +-118.64,34.18,33.0,3808.0,623.0,1784.0,615.0,5.1641,263400.0,<1H OCEAN +-118.64,34.19,28.0,3274.0,571.0,1424.0,521.0,4.4167,247300.0,<1H OCEAN +-118.65,34.18,27.0,1793.0,339.0,1016.0,326.0,4.925,240300.0,<1H OCEAN +-118.65,34.19,27.0,2772.0,511.0,1346.0,497.0,5.2016,243000.0,<1H OCEAN +-118.66,34.19,23.0,7544.0,1031.0,3221.0,1043.0,7.642,374900.0,<1H OCEAN +-118.63,34.17,33.0,4769.0,787.0,2019.0,743.0,5.5798,338200.0,<1H OCEAN +-118.64,34.17,26.0,6767.0,903.0,2574.0,883.0,7.7846,409000.0,<1H OCEAN +-118.57,34.18,36.0,2981.0,441.0,1243.0,413.0,6.5304,439800.0,<1H OCEAN +-118.57,34.17,35.0,2072.0,318.0,908.0,342.0,6.0928,327300.0,<1H OCEAN +-118.58,34.17,29.0,3393.0,574.0,1471.0,587.0,6.2064,334900.0,<1H OCEAN +-118.59,34.18,7.0,11853.0,2691.0,4404.0,2447.0,4.2009,271300.0,<1H OCEAN +-118.61,34.17,19.0,5944.0,1345.0,2372.0,1250.0,3.8819,328900.0,<1H OCEAN +-118.62,34.17,32.0,1491.0,355.0,756.0,296.0,3.0404,262800.0,<1H OCEAN +-118.62,34.17,34.0,3268.0,538.0,1463.0,519.0,6.8482,308300.0,<1H OCEAN +-118.63,34.18,33.0,5252.0,760.0,2041.0,730.0,6.7977,389700.0,<1H OCEAN +-118.65,34.18,26.0,4607.0,656.0,1769.0,643.0,7.4918,367600.0,<1H OCEAN +-118.66,34.18,25.0,6612.0,857.0,2519.0,843.0,8.3912,419000.0,<1H OCEAN +-118.61,34.17,31.0,1689.0,362.0,705.0,360.0,4.0,278500.0,<1H OCEAN +-118.61,34.15,32.0,4491.0,815.0,1696.0,749.0,4.9102,319100.0,<1H OCEAN +-118.61,34.16,29.0,4364.0,647.0,1550.0,624.0,6.8107,367400.0,<1H OCEAN +-118.63,34.16,33.0,2896.0,455.0,1116.0,411.0,6.0192,347700.0,<1H OCEAN +-118.63,34.16,30.0,3346.0,487.0,1296.0,495.0,7.457,392700.0,<1H OCEAN +-118.62,34.15,26.0,5661.0,791.0,2493.0,780.0,7.9814,409900.0,<1H OCEAN +-118.57,34.17,31.0,1950.0,383.0,870.0,357.0,3.1875,500001.0,<1H OCEAN +-118.58,34.17,18.0,6476.0,1082.0,2413.0,958.0,5.6327,500001.0,<1H OCEAN +-118.59,34.17,36.0,1887.0,359.0,761.0,329.0,5.4847,296000.0,<1H OCEAN +-118.6,34.16,37.0,3441.0,584.0,1283.0,544.0,4.1656,313100.0,<1H OCEAN +-118.6,34.16,32.0,3999.0,667.0,1628.0,631.0,6.0794,338500.0,<1H OCEAN +-118.57,34.15,22.0,5791.0,706.0,2059.0,673.0,10.9201,500001.0,<1H OCEAN +-118.58,34.15,21.0,3856.0,547.0,1422.0,535.0,8.4196,450700.0,<1H OCEAN +-118.59,34.15,29.0,2023.0,330.0,747.0,304.0,6.7694,369700.0,<1H OCEAN +-118.6,34.15,28.0,4570.0,744.0,1693.0,695.0,6.14,361900.0,<1H OCEAN +-118.59,34.14,19.0,1303.0,155.0,450.0,145.0,10.5511,483100.0,<1H OCEAN +-118.49,34.18,31.0,3073.0,674.0,1486.0,684.0,4.8984,311700.0,<1H OCEAN +-118.51,34.18,37.0,1893.0,365.0,911.0,324.0,4.8036,295300.0,<1H OCEAN +-118.51,34.17,31.0,3252.0,834.0,1411.0,760.0,3.1885,219000.0,<1H OCEAN +-118.52,34.18,43.0,1700.0,380.0,930.0,349.0,3.675,213100.0,<1H OCEAN +-118.52,34.18,46.0,2082.0,438.0,1047.0,393.0,3.6534,216000.0,<1H OCEAN +-118.52,34.18,42.0,1611.0,410.0,879.0,386.0,3.1923,221800.0,<1H OCEAN +-118.53,34.17,18.0,6430.0,1412.0,2897.0,1348.0,3.855,243800.0,<1H OCEAN +-118.54,34.17,11.0,1080.0,174.0,386.0,160.0,6.1274,315900.0,<1H OCEAN +-118.55,34.18,32.0,3011.0,529.0,1287.0,525.0,5.0605,311000.0,<1H OCEAN +-118.56,34.18,39.0,1819.0,291.0,770.0,278.0,5.4088,457300.0,<1H OCEAN +-118.54,34.18,17.0,7214.0,1994.0,4100.0,1823.0,3.0943,174500.0,<1H OCEAN +-118.53,34.18,16.0,7194.0,1976.0,3687.0,1894.0,3.1887,189300.0,<1H OCEAN +-118.54,34.17,34.0,2458.0,433.0,1034.0,373.0,5.6738,443600.0,<1H OCEAN +-118.54,34.17,25.0,3352.0,891.0,1815.0,860.0,2.8528,425000.0,<1H OCEAN +-118.55,34.17,36.0,2127.0,297.0,761.0,274.0,7.8392,500001.0,<1H OCEAN +-118.56,34.17,35.0,2987.0,391.0,1244.0,387.0,7.1322,500001.0,<1H OCEAN +-118.52,34.17,20.0,17377.0,4457.0,7450.0,4204.0,3.2154,259600.0,<1H OCEAN +-118.52,34.16,39.0,2693.0,478.0,1219.0,435.0,5.17,335400.0,<1H OCEAN +-118.53,34.16,32.0,3554.0,762.0,1623.0,750.0,3.6141,290600.0,<1H OCEAN +-118.51,34.16,23.0,11154.0,1995.0,4076.0,1809.0,5.4609,500001.0,<1H OCEAN +-118.48,34.16,32.0,2108.0,309.0,769.0,274.0,8.7172,500001.0,<1H OCEAN +-118.49,34.16,37.0,3333.0,488.0,1171.0,485.0,6.4958,500001.0,<1H OCEAN +-118.5,34.16,34.0,3547.0,523.0,1187.0,500.0,7.139,424000.0,<1H OCEAN +-118.5,34.15,33.0,3104.0,387.0,1111.0,376.0,13.4196,500001.0,<1H OCEAN +-118.5,34.17,37.0,880.0,,369.0,155.0,4.1429,303600.0,<1H OCEAN +-118.49,34.15,33.0,2829.0,360.0,1010.0,363.0,10.3587,500001.0,<1H OCEAN +-118.49,34.14,28.0,3539.0,441.0,1190.0,421.0,10.6796,500001.0,<1H OCEAN +-118.49,34.13,24.0,4394.0,,1443.0,528.0,11.2979,500001.0,<1H OCEAN +-118.51,34.14,28.0,6748.0,904.0,2431.0,876.0,12.8879,500001.0,<1H OCEAN +-118.53,34.14,28.0,6920.0,906.0,2515.0,860.0,9.2189,500001.0,<1H OCEAN +-118.54,34.15,26.0,10111.0,1295.0,3599.0,1257.0,10.2292,500001.0,<1H OCEAN +-118.56,34.14,23.0,9657.0,1189.0,3585.0,1162.0,10.4399,500001.0,<1H OCEAN +-118.43,34.15,28.0,6270.0,1706.0,2549.0,1497.0,3.2241,295800.0,<1H OCEAN +-118.43,34.15,42.0,1293.0,214.0,459.0,217.0,7.672,467600.0,<1H OCEAN +-118.43,34.15,26.0,2900.0,667.0,1090.0,590.0,3.7125,447400.0,<1H OCEAN +-118.43,34.15,31.0,1856.0,425.0,795.0,426.0,2.8448,360600.0,<1H OCEAN +-118.44,34.15,29.0,5474.0,1457.0,2352.0,1326.0,3.415,382500.0,<1H OCEAN +-118.44,34.15,44.0,1778.0,251.0,641.0,251.0,10.0549,500001.0,<1H OCEAN +-118.44,34.15,15.0,4420.0,1076.0,1669.0,1016.0,4.6375,359100.0,<1H OCEAN +-118.44,34.15,37.0,1335.0,286.0,539.0,279.0,3.2813,301700.0,<1H OCEAN +-118.44,34.15,38.0,1387.0,337.0,713.0,343.0,2.9352,304500.0,<1H OCEAN +-118.45,34.16,22.0,7828.0,2038.0,3303.0,1922.0,3.6171,318300.0,<1H OCEAN +-118.45,34.15,10.0,1091.0,260.0,517.0,266.0,4.1727,332600.0,<1H OCEAN +-118.45,34.15,20.0,3876.0,799.0,1334.0,753.0,4.5656,478400.0,<1H OCEAN +-118.46,34.16,38.0,1495.0,300.0,598.0,280.0,3.4698,265400.0,<1H OCEAN +-118.46,34.16,16.0,4590.0,1200.0,2195.0,1139.0,3.8273,334900.0,<1H OCEAN +-118.47,34.15,7.0,6306.0,1473.0,2381.0,1299.0,4.642,457300.0,<1H OCEAN +-118.47,34.16,30.0,3823.0,740.0,1449.0,612.0,4.6,392500.0,<1H OCEAN +-118.47,34.15,43.0,804.0,117.0,267.0,110.0,8.2269,500001.0,<1H OCEAN +-118.48,34.15,31.0,2536.0,429.0,990.0,424.0,5.4591,495500.0,<1H OCEAN +-118.48,34.16,30.0,3507.0,536.0,1427.0,525.0,6.7082,500001.0,<1H OCEAN +-118.48,34.14,31.0,9320.0,1143.0,2980.0,1109.0,10.3599,500001.0,<1H OCEAN +-118.46,34.14,34.0,5264.0,771.0,1738.0,753.0,8.8115,500001.0,<1H OCEAN +-118.47,34.14,36.0,2873.0,420.0,850.0,379.0,8.153,500001.0,<1H OCEAN +-118.47,34.14,34.0,3646.0,610.0,1390.0,607.0,7.629,500001.0,<1H OCEAN +-118.43,34.14,44.0,1693.0,239.0,498.0,216.0,10.9237,500001.0,<1H OCEAN +-118.43,34.13,37.0,4400.0,695.0,1521.0,666.0,8.2954,500001.0,<1H OCEAN +-118.45,34.14,33.0,1741.0,274.0,588.0,267.0,7.9625,490800.0,<1H OCEAN +-118.35,34.15,52.0,1680.0,238.0,493.0,211.0,9.042,500001.0,<1H OCEAN +-118.36,34.15,41.0,3545.0,698.0,1221.0,651.0,4.3,500001.0,<1H OCEAN +-118.36,34.15,34.0,3659.0,921.0,1338.0,835.0,3.6202,366100.0,<1H OCEAN +-118.37,34.15,23.0,4604.0,1319.0,2391.0,1227.0,3.1373,263100.0,<1H OCEAN +-118.37,34.15,29.0,2630.0,617.0,1071.0,573.0,3.3669,376100.0,<1H OCEAN +-118.38,34.16,42.0,2358.0,546.0,1065.0,523.0,3.1289,320600.0,<1H OCEAN +-118.38,34.15,36.0,2933.0,619.0,1115.0,579.0,4.3036,365900.0,<1H OCEAN +-118.39,34.15,29.0,3110.0,650.0,1212.0,642.0,4.2031,394400.0,<1H OCEAN +-118.39,34.15,29.0,917.0,181.0,379.0,183.0,3.4612,425000.0,<1H OCEAN +-118.39,34.16,20.0,4084.0,1062.0,1637.0,987.0,3.2388,256300.0,<1H OCEAN +-118.4,34.15,31.0,3881.0,909.0,1535.0,846.0,3.0398,369100.0,<1H OCEAN +-118.41,34.15,33.0,4032.0,868.0,1695.0,869.0,4.3468,425900.0,<1H OCEAN +-118.42,34.15,48.0,680.0,131.0,268.0,126.0,4.615,371400.0,<1H OCEAN +-118.42,34.15,18.0,1880.0,420.0,681.0,333.0,4.3214,372300.0,<1H OCEAN +-118.42,34.15,31.0,1861.0,430.0,736.0,360.0,5.2853,355900.0,<1H OCEAN +-118.42,34.16,17.0,277.0,70.0,119.0,59.0,4.0208,341700.0,<1H OCEAN +-118.42,34.16,46.0,54.0,9.0,20.0,6.0,0.536,375000.0,<1H OCEAN +-118.4,34.15,41.0,2394.0,500.0,837.0,417.0,4.3889,380400.0,<1H OCEAN +-118.4,34.15,44.0,2515.0,510.0,967.0,484.0,5.0754,374500.0,<1H OCEAN +-118.41,34.15,24.0,3891.0,866.0,1568.0,830.0,4.1656,364700.0,<1H OCEAN +-118.41,34.15,46.0,1628.0,259.0,500.0,258.0,6.083,424000.0,<1H OCEAN +-118.36,34.14,30.0,1376.0,317.0,629.0,320.0,3.6823,295200.0,<1H OCEAN +-118.37,34.14,8.0,4382.0,1560.0,2138.0,1411.0,3.5714,197900.0,<1H OCEAN +-118.37,34.14,21.0,4670.0,1161.0,1914.0,1094.0,3.7986,367700.0,<1H OCEAN +-118.38,34.14,42.0,1253.0,225.0,492.0,224.0,7.7112,386700.0,<1H OCEAN +-118.39,34.14,19.0,5076.0,1034.0,2021.0,960.0,5.5683,309200.0,<1H OCEAN +-118.39,34.15,36.0,2696.0,713.0,905.0,659.0,3.1146,373500.0,<1H OCEAN +-118.35,34.13,39.0,1610.0,278.0,511.0,278.0,4.3333,385900.0,<1H OCEAN +-118.34,34.12,41.0,3257.0,679.0,1237.0,638.0,4.2415,409600.0,<1H OCEAN +-118.36,34.13,36.0,6871.0,1180.0,2216.0,1130.0,8.0499,495600.0,<1H OCEAN +-118.37,34.14,23.0,1883.0,512.0,774.0,478.0,3.5096,396400.0,<1H OCEAN +-118.37,34.13,28.0,4287.0,627.0,1498.0,615.0,8.5677,500001.0,<1H OCEAN +-118.39,34.14,34.0,4624.0,781.0,1572.0,719.0,6.5533,500001.0,<1H OCEAN +-118.38,34.14,40.0,1965.0,354.0,666.0,357.0,6.0876,483800.0,<1H OCEAN +-118.4,34.13,32.0,8262.0,1156.0,2712.0,1125.0,10.5575,500001.0,<1H OCEAN +-118.4,34.14,52.0,1695.0,281.0,595.0,264.0,6.0678,399300.0,<1H OCEAN +-118.4,34.14,45.0,417.0,89.0,187.0,88.0,5.1377,360700.0,<1H OCEAN +-118.41,34.14,33.0,778.0,143.0,258.0,130.0,5.738,497600.0,<1H OCEAN +-118.42,34.14,27.0,3990.0,892.0,1417.0,800.0,4.0439,500001.0,<1H OCEAN +-118.42,34.13,38.0,3830.0,518.0,1292.0,516.0,12.7823,500001.0,<1H OCEAN +-118.22,34.14,52.0,2298.0,406.0,1203.0,387.0,5.5291,274600.0,<1H OCEAN +-118.22,34.14,52.0,1388.0,271.0,735.0,239.0,3.7404,247700.0,<1H OCEAN +-118.2,34.14,52.0,3800.0,646.0,1842.0,620.0,5.5524,293900.0,<1H OCEAN +-118.19,34.14,46.0,2387.0,488.0,1181.0,456.0,3.6058,257900.0,<1H OCEAN +-118.19,34.14,38.0,1826.0,300.0,793.0,297.0,5.2962,291500.0,<1H OCEAN +-118.23,34.14,39.0,277.0,89.0,182.0,91.0,2.3958,175000.0,<1H OCEAN +-118.22,34.14,50.0,3657.0,708.0,1725.0,644.0,5.5456,258100.0,<1H OCEAN +-118.22,34.13,35.0,2983.0,526.0,1614.0,543.0,5.7794,272400.0,<1H OCEAN +-118.2,34.14,52.0,2090.0,466.0,1219.0,390.0,4.0909,204200.0,<1H OCEAN +-118.21,34.14,44.0,1681.0,407.0,1105.0,387.0,3.2222,186500.0,<1H OCEAN +-118.21,34.14,25.0,1908.0,628.0,1412.0,588.0,2.2267,189800.0,<1H OCEAN +-118.2,34.14,51.0,1941.0,378.0,1012.0,371.0,3.9375,217000.0,<1H OCEAN +-118.19,34.14,47.0,2525.0,523.0,1514.0,498.0,4.3359,209200.0,<1H OCEAN +-118.19,34.13,52.0,2012.0,458.0,1314.0,434.0,3.925,180400.0,<1H OCEAN +-118.2,34.13,52.0,2035.0,459.0,2589.0,438.0,3.5349,193600.0,<1H OCEAN +-118.21,34.13,52.0,2465.0,611.0,1433.0,570.0,3.25,214200.0,<1H OCEAN +-118.22,34.13,47.0,1585.0,420.0,949.0,366.0,2.7098,173800.0,<1H OCEAN +-118.22,34.13,52.0,791.0,174.0,501.0,162.0,3.3542,178100.0,<1H OCEAN +-118.18,34.13,52.0,2228.0,475.0,1311.0,452.0,3.5341,182100.0,<1H OCEAN +-118.18,34.12,52.0,1081.0,311.0,904.0,283.0,1.9219,165100.0,<1H OCEAN +-118.18,34.12,45.0,2397.0,488.0,1569.0,471.0,4.21,167900.0,<1H OCEAN +-118.17,34.12,35.0,2568.0,672.0,1696.0,605.0,2.9154,169200.0,<1H OCEAN +-118.18,34.12,29.0,2640.0,737.0,1795.0,655.0,2.369,173400.0,<1H OCEAN +-118.17,34.12,30.0,3376.0,720.0,1990.0,725.0,3.7813,232000.0,<1H OCEAN +-118.19,34.13,50.0,1309.0,302.0,883.0,293.0,3.1287,198000.0,<1H OCEAN +-118.19,34.12,52.0,679.0,132.0,483.0,163.0,4.2344,162500.0,<1H OCEAN +-118.19,34.12,41.0,2591.0,682.0,2366.0,583.0,2.3071,146400.0,<1H OCEAN +-118.19,34.12,44.0,1219.0,324.0,1036.0,282.0,4.0417,170600.0,<1H OCEAN +-118.19,34.12,36.0,2833.0,720.0,2148.0,709.0,2.7012,172100.0,<1H OCEAN +-118.2,34.13,30.0,3369.0,824.0,2032.0,795.0,4.0052,196400.0,<1H OCEAN +-118.2,34.13,50.0,2929.0,588.0,1931.0,574.0,3.3438,173600.0,<1H OCEAN +-118.2,34.12,52.0,1580.0,426.0,1462.0,406.0,3.3326,167600.0,<1H OCEAN +-118.2,34.12,41.0,1908.0,503.0,1557.0,453.0,2.9194,162000.0,<1H OCEAN +-118.21,34.12,52.0,1590.0,360.0,1127.0,321.0,3.4625,173900.0,<1H OCEAN +-118.21,34.12,41.0,1904.0,514.0,1666.0,498.0,3.6845,175800.0,<1H OCEAN +-118.21,34.12,52.0,1301.0,389.0,1189.0,361.0,2.5139,190000.0,<1H OCEAN +-118.2,34.11,52.0,678.0,173.0,791.0,186.0,4.0625,171300.0,<1H OCEAN +-118.2,34.11,46.0,3659.0,1068.0,4153.0,993.0,2.5211,162900.0,<1H OCEAN +-118.2,34.11,52.0,1901.0,525.0,1856.0,480.0,3.0,156400.0,<1H OCEAN +-118.2,34.12,44.0,1565.0,398.0,1500.0,407.0,2.8125,155600.0,<1H OCEAN +-118.19,34.12,46.0,3387.0,820.0,2833.0,813.0,2.987,176900.0,<1H OCEAN +-118.19,34.11,40.0,1266.0,348.0,1032.0,315.0,2.1667,150000.0,<1H OCEAN +-118.19,34.12,35.0,2524.0,749.0,2487.0,679.0,2.4932,167700.0,<1H OCEAN +-118.18,34.11,33.0,1523.0,391.0,753.0,298.0,2.6591,183800.0,<1H OCEAN +-118.18,34.11,44.0,1346.0,398.0,1204.0,344.0,2.3984,152200.0,<1H OCEAN +-118.19,34.11,38.0,1158.0,309.0,1051.0,322.0,2.286,169300.0,<1H OCEAN +-118.19,34.11,26.0,1638.0,457.0,1155.0,437.0,3.4227,143800.0,<1H OCEAN +-118.19,34.1,42.0,1577.0,379.0,1317.0,378.0,3.2121,153900.0,<1H OCEAN +-118.2,34.11,36.0,1441.0,534.0,1809.0,500.0,2.1793,185700.0,<1H OCEAN +-118.2,34.11,37.0,2040.0,611.0,1698.0,545.0,1.9355,166300.0,<1H OCEAN +-118.2,34.1,30.0,3643.0,1197.0,4336.0,1163.0,2.07,154500.0,<1H OCEAN +-118.21,34.11,32.0,2759.0,499.0,1661.0,533.0,4.3812,228200.0,<1H OCEAN +-118.21,34.1,40.0,1684.0,316.0,795.0,330.0,5.2723,218300.0,<1H OCEAN +-118.21,34.1,47.0,5077.0,1271.0,3348.0,1106.0,3.0377,186800.0,<1H OCEAN +-118.22,34.1,35.0,4003.0,788.0,2785.0,764.0,4.1213,252100.0,<1H OCEAN +-118.23,34.1,38.0,1051.0,249.0,799.0,229.0,2.712,143800.0,<1H OCEAN +-118.23,34.1,46.0,2483.0,587.0,2121.0,553.0,2.2788,152900.0,<1H OCEAN +-118.21,34.1,36.0,2000.0,533.0,1234.0,535.0,3.7437,241700.0,<1H OCEAN +-118.21,34.09,34.0,1660.0,412.0,1678.0,382.0,2.7708,148200.0,<1H OCEAN +-118.22,34.1,33.0,1903.0,386.0,1187.0,340.0,4.0469,196600.0,<1H OCEAN +-118.23,34.1,41.0,1353.0,379.0,1536.0,416.0,2.1687,157000.0,<1H OCEAN +-118.22,34.09,42.0,1706.0,488.0,1941.0,447.0,2.5213,149700.0,<1H OCEAN +-118.22,34.09,36.0,1427.0,415.0,1835.0,410.0,2.48,138900.0,<1H OCEAN +-118.22,34.09,45.0,1072.0,275.0,996.0,243.0,2.8194,165000.0,<1H OCEAN +-118.23,34.09,41.0,438.0,201.0,690.0,161.0,2.0476,181300.0,<1H OCEAN +-118.23,34.13,47.0,1162.0,235.0,781.0,268.0,4.6528,244400.0,<1H OCEAN +-118.23,34.13,48.0,737.0,166.0,462.0,131.0,3.5893,212500.0,<1H OCEAN +-118.22,34.13,40.0,2749.0,580.0,1375.0,511.0,4.825,205800.0,<1H OCEAN +-118.23,34.13,34.0,609.0,149.0,407.0,145.0,4.5766,185800.0,<1H OCEAN +-118.23,34.13,48.0,1308.0,,835.0,294.0,4.2891,214800.0,<1H OCEAN +-118.23,34.13,37.0,1799.0,426.0,1088.0,417.0,2.975,244500.0,<1H OCEAN +-118.22,34.12,28.0,3306.0,1025.0,2670.0,942.0,3.0919,185400.0,<1H OCEAN +-118.21,34.12,35.0,1937.0,439.0,1523.0,412.0,3.5638,170500.0,<1H OCEAN +-118.22,34.11,36.0,2870.0,529.0,1371.0,565.0,5.2083,220900.0,<1H OCEAN +-118.22,34.12,37.0,1298.0,242.0,750.0,255.0,5.2049,240800.0,<1H OCEAN +-118.23,34.12,28.0,1546.0,465.0,974.0,408.0,2.2843,183800.0,<1H OCEAN +-118.24,34.12,41.0,1213.0,301.0,801.0,300.0,3.1806,204200.0,<1H OCEAN +-118.23,34.12,32.0,2094.0,491.0,1413.0,479.0,4.5089,221100.0,<1H OCEAN +-118.23,34.11,31.0,1021.0,191.0,495.0,191.0,5.5051,223500.0,<1H OCEAN +-118.23,34.11,35.0,4148.0,971.0,3220.0,892.0,3.3389,187100.0,<1H OCEAN +-118.25,34.12,11.0,1281.0,418.0,1584.0,330.0,2.8889,153100.0,<1H OCEAN +-118.24,34.12,29.0,2904.0,892.0,3320.0,765.0,2.6111,168800.0,<1H OCEAN +-118.24,34.12,34.0,80.0,26.0,125.0,35.0,0.8907,154200.0,<1H OCEAN +-118.24,34.11,50.0,2141.0,451.0,1777.0,426.0,2.7679,178800.0,<1H OCEAN +-118.24,34.11,39.0,1148.0,348.0,1161.0,333.0,2.2167,176700.0,<1H OCEAN +-118.23,34.11,33.0,2612.0,646.0,2496.0,606.0,3.133,156000.0,<1H OCEAN +-118.26,34.12,45.0,2839.0,698.0,1768.0,653.0,3.1306,214000.0,<1H OCEAN +-118.26,34.11,47.0,2183.0,510.0,1445.0,503.0,3.6667,210900.0,<1H OCEAN +-118.25,34.11,43.0,2230.0,583.0,1667.0,543.0,2.8667,217800.0,<1H OCEAN +-118.25,34.11,43.0,2222.0,635.0,1817.0,606.0,2.7466,208900.0,<1H OCEAN +-118.25,34.11,39.0,1415.0,369.0,1467.0,351.0,3.015,156300.0,<1H OCEAN +-118.24,34.1,42.0,1525.0,456.0,1688.0,432.0,3.1691,141300.0,<1H OCEAN +-118.25,34.11,52.0,125.0,42.0,99.0,40.0,3.4375,170000.0,<1H OCEAN +-118.25,34.1,42.0,598.0,147.0,312.0,144.0,2.625,164300.0,<1H OCEAN +-118.25,34.1,42.0,4198.0,956.0,1935.0,878.0,3.7184,277300.0,<1H OCEAN +-118.26,34.11,52.0,1740.0,402.0,749.0,335.0,3.5673,270700.0,<1H OCEAN +-118.27,34.14,29.0,3768.0,1211.0,2320.0,1030.0,2.7685,204500.0,<1H OCEAN +-118.27,34.13,47.0,1375.0,359.0,1512.0,418.0,2.1071,208900.0,<1H OCEAN +-118.27,34.13,46.0,1613.0,396.0,966.0,416.0,2.9392,230300.0,<1H OCEAN +-118.27,34.11,36.0,1832.0,539.0,934.0,486.0,3.0521,276600.0,<1H OCEAN +-118.27,34.11,39.0,3825.0,916.0,1378.0,746.0,4.4094,352600.0,<1H OCEAN +-118.28,34.11,38.0,4453.0,1156.0,1830.0,1099.0,3.6181,495600.0,<1H OCEAN +-118.28,34.11,45.0,1607.0,331.0,633.0,332.0,3.1445,438300.0,<1H OCEAN +-118.28,34.12,50.0,2384.0,312.0,836.0,337.0,12.8763,500001.0,<1H OCEAN +-118.26,34.12,52.0,1942.0,476.0,1375.0,477.0,2.7348,209100.0,<1H OCEAN +-118.26,34.12,52.0,2290.0,520.0,1278.0,485.0,3.8393,238200.0,<1H OCEAN +-118.27,34.12,50.0,2037.0,440.0,1089.0,417.0,3.575,230600.0,<1H OCEAN +-118.29,34.11,30.0,2774.0,570.0,1076.0,580.0,5.296,500001.0,<1H OCEAN +-118.29,34.11,40.0,2681.0,737.0,1144.0,669.0,3.0461,264300.0,<1H OCEAN +-118.29,34.1,39.0,2196.0,582.0,1165.0,538.0,2.9417,254200.0,<1H OCEAN +-118.29,34.1,43.0,1711.0,443.0,1190.0,429.0,3.5172,265500.0,<1H OCEAN +-118.29,34.11,24.0,3696.0,1125.0,1685.0,1031.0,2.3789,266700.0,<1H OCEAN +-118.29,34.11,49.0,2850.0,379.0,1113.0,380.0,12.9591,500001.0,<1H OCEAN +-118.29,34.11,48.0,1448.0,295.0,681.0,287.0,3.2333,436400.0,<1H OCEAN +-118.3,34.11,52.0,3136.0,675.0,1213.0,606.0,3.5806,391900.0,<1H OCEAN +-118.3,34.1,37.0,5305.0,1980.0,3895.0,1874.0,2.0672,283300.0,<1H OCEAN +-118.3,34.11,25.0,1590.0,218.0,568.0,206.0,8.4389,500001.0,<1H OCEAN +-118.3,34.11,52.0,1954.0,245.0,645.0,237.0,6.9391,500001.0,<1H OCEAN +-118.31,34.11,52.0,1875.0,303.0,735.0,293.0,5.8659,433300.0,<1H OCEAN +-118.31,34.12,39.0,3895.0,561.0,1271.0,536.0,8.0073,500001.0,<1H OCEAN +-118.31,34.13,40.0,2822.0,443.0,907.0,414.0,7.2692,498700.0,<1H OCEAN +-118.32,34.12,52.0,3410.0,800.0,1218.0,783.0,4.15,393500.0,<1H OCEAN +-118.32,34.11,42.0,2462.0,543.0,857.0,482.0,4.0833,434400.0,<1H OCEAN +-118.32,34.11,33.0,5135.0,1450.0,2404.0,1292.0,3.2462,435700.0,<1H OCEAN +-118.32,34.11,48.0,4472.0,1579.0,2796.0,1397.0,2.3974,410700.0,<1H OCEAN +-118.33,34.11,38.0,3495.0,1100.0,1939.0,994.0,2.2148,438300.0,<1H OCEAN +-118.33,34.11,48.0,1601.0,464.0,784.0,461.0,3.0642,342900.0,<1H OCEAN +-118.33,34.11,37.0,2330.0,434.0,846.0,457.0,8.2335,430200.0,<1H OCEAN +-118.32,34.13,34.0,1856.0,273.0,540.0,264.0,4.0833,500001.0,<1H OCEAN +-118.33,34.12,23.0,1894.0,416.0,769.0,392.0,6.0352,500001.0,<1H OCEAN +-118.34,34.13,45.0,2375.0,417.0,751.0,410.0,6.6739,500001.0,<1H OCEAN +-118.32,34.14,23.0,4574.0,1423.0,1624.0,995.0,4.0965,500001.0,<1H OCEAN +-118.34,34.11,40.0,5485.0,1242.0,2034.0,1133.0,3.6974,500001.0,<1H OCEAN +-118.35,34.1,26.0,3977.0,1050.0,1720.0,935.0,3.358,364500.0,<1H OCEAN +-118.36,34.1,52.0,1295.0,281.0,578.0,273.0,2.976,405100.0,<1H OCEAN +-118.36,34.1,52.0,1096.0,247.0,423.0,230.0,3.0179,500001.0,<1H OCEAN +-118.35,34.1,18.0,7432.0,2793.0,3596.0,2270.0,2.8036,225000.0,<1H OCEAN +-118.35,34.1,16.0,2930.0,1038.0,1648.0,980.0,2.6458,372200.0,<1H OCEAN +-118.35,34.1,20.0,2745.0,782.0,1161.0,739.0,3.9044,436400.0,<1H OCEAN +-118.35,34.1,18.0,4109.0,1301.0,2103.0,1116.0,2.325,250000.0,<1H OCEAN +-118.35,34.1,24.0,5477.0,1803.0,2863.0,1755.0,1.845,237500.0,<1H OCEAN +-118.34,34.11,51.0,937.0,348.0,527.0,333.0,4.3571,468800.0,<1H OCEAN +-118.34,34.1,29.0,3193.0,1452.0,2039.0,1265.0,1.8209,500001.0,<1H OCEAN +-118.34,34.1,24.0,1996.0,791.0,1215.0,672.0,1.5429,325000.0,<1H OCEAN +-118.34,34.1,28.0,2223.0,752.0,1271.0,684.0,2.5434,232100.0,<1H OCEAN +-118.33,34.1,30.0,5293.0,2446.0,4123.0,2127.0,1.51,187500.0,<1H OCEAN +-118.33,34.1,43.0,2732.0,1646.0,3049.0,1429.0,1.3157,333300.0,<1H OCEAN +-118.31,34.1,40.0,4984.0,2158.0,4828.0,2028.0,1.6903,350000.0,<1H OCEAN +-118.32,34.1,28.0,1759.0,716.0,1463.0,620.0,1.7306,450000.0,<1H OCEAN +-118.3,34.1,35.0,7517.0,2961.0,5899.0,2769.0,1.9354,340000.0,<1H OCEAN +-118.3,34.1,25.0,3926.0,1715.0,4865.0,1612.0,1.6112,262500.0,<1H OCEAN +-118.31,34.1,36.0,2288.0,1033.0,3030.0,890.0,1.5328,250000.0,<1H OCEAN +-118.31,34.1,33.0,766.0,347.0,918.0,305.0,1.705,350000.0,<1H OCEAN +-118.33,34.1,48.0,1116.0,524.0,1610.0,483.0,1.625,237500.0,<1H OCEAN +-118.33,34.1,45.0,1913.0,696.0,1552.0,611.0,2.0888,237500.0,<1H OCEAN +-118.32,34.1,43.0,1615.0,734.0,1460.0,644.0,1.4005,193800.0,<1H OCEAN +-118.32,34.09,34.0,2473.0,1171.0,2655.0,1083.0,1.6331,162500.0,<1H OCEAN +-118.33,34.09,30.0,1679.0,682.0,1445.0,579.0,2.1403,200000.0,<1H OCEAN +-118.33,34.1,29.0,732.0,288.0,691.0,278.0,2.1866,250000.0,<1H OCEAN +-118.31,34.1,34.0,399.0,141.0,482.0,134.0,1.625,67500.0,<1H OCEAN +-118.31,34.09,34.0,2065.0,839.0,2626.0,775.0,1.8214,211100.0,<1H OCEAN +-118.31,34.09,28.0,720.0,267.0,891.0,265.0,1.8977,100000.0,<1H OCEAN +-118.31,34.09,37.0,773.0,,835.0,312.0,1.8576,193800.0,<1H OCEAN +-118.32,34.09,32.0,563.0,191.0,626.0,185.0,2.0341,250000.0,<1H OCEAN +-118.32,34.09,27.0,210.0,98.0,332.0,112.0,2.5556,175000.0,<1H OCEAN +-118.32,34.1,36.0,1655.0,690.0,1957.0,633.0,1.7325,221900.0,<1H OCEAN +-118.32,34.09,34.0,1478.0,675.0,1976.0,653.0,2.0557,225000.0,<1H OCEAN +-118.32,34.1,31.0,622.0,229.0,597.0,227.0,1.5284,200000.0,<1H OCEAN +-118.32,34.1,30.0,2193.0,965.0,2197.0,836.0,1.8277,137500.0,<1H OCEAN +-118.32,34.1,52.0,786.0,270.0,756.0,273.0,2.2311,206300.0,<1H OCEAN +-118.3,34.1,29.0,3403.0,1367.0,3432.0,1174.0,1.7083,166700.0,<1H OCEAN +-118.3,34.09,40.0,3058.0,1215.0,3953.0,1223.0,1.8156,218800.0,<1H OCEAN +-118.31,34.09,36.0,787.0,420.0,1506.0,360.0,1.2412,216700.0,<1H OCEAN +-118.3,34.1,38.0,2067.0,914.0,2717.0,853.0,1.7641,250000.0,<1H OCEAN +-118.3,34.1,36.0,2284.0,899.0,1964.0,839.0,1.9297,203300.0,<1H OCEAN +-118.29,34.09,34.0,2716.0,1114.0,2991.0,1021.0,1.7514,187500.0,<1H OCEAN +-118.3,34.09,36.0,2332.0,993.0,3155.0,927.0,2.2612,230400.0,<1H OCEAN +-118.29,34.1,39.0,631.0,298.0,744.0,274.0,2.7054,162500.0,<1H OCEAN +-118.29,34.09,29.0,2240.0,792.0,2254.0,739.0,2.3317,172500.0,<1H OCEAN +-118.28,34.09,38.0,790.0,275.0,664.0,194.0,3.0357,175000.0,<1H OCEAN +-118.29,34.09,43.0,1583.0,658.0,1941.0,614.0,1.9835,225000.0,<1H OCEAN +-118.29,34.09,28.0,1562.0,648.0,1974.0,597.0,1.9766,112500.0,<1H OCEAN +-118.29,34.09,35.0,2198.0,998.0,3441.0,912.0,2.0467,158300.0,<1H OCEAN +-118.29,34.09,35.0,2624.0,1116.0,3548.0,1008.0,2.0132,198400.0,<1H OCEAN +-118.29,34.09,39.0,336.0,173.0,586.0,151.0,1.8056,262500.0,<1H OCEAN +-118.29,34.09,52.0,1272.0,322.0,984.0,353.0,1.9063,261600.0,<1H OCEAN +-118.3,34.09,29.0,3245.0,1190.0,3906.0,1102.0,2.1927,253300.0,<1H OCEAN +-118.3,34.09,25.0,2345.0,852.0,2860.0,862.0,1.4497,205600.0,<1H OCEAN +-118.3,34.09,32.0,2202.0,674.0,2178.0,635.0,2.0307,226700.0,<1H OCEAN +-118.31,34.09,36.0,2517.0,842.0,2446.0,689.0,2.1524,187500.0,<1H OCEAN +-118.31,34.09,30.0,3165.0,1263.0,3678.0,1141.0,2.0,240600.0,<1H OCEAN +-118.31,34.09,42.0,1951.0,846.0,2500.0,813.0,1.5195,218200.0,<1H OCEAN +-118.32,34.09,44.0,2666.0,,2297.0,726.0,1.676,208800.0,<1H OCEAN +-118.32,34.09,30.0,1871.0,766.0,2595.0,819.0,2.0044,212500.0,<1H OCEAN +-118.32,34.09,28.0,2173.0,819.0,2548.0,763.0,1.879,218800.0,<1H OCEAN +-118.33,34.09,36.0,654.0,186.0,416.0,138.0,3.6953,200000.0,<1H OCEAN +-118.33,34.09,36.0,561.0,180.0,340.0,127.0,1.4375,165000.0,<1H OCEAN +-118.33,34.09,40.0,2004.0,687.0,1514.0,542.0,1.9911,220000.0,<1H OCEAN +-118.34,34.09,5.0,2665.0,954.0,1733.0,766.0,2.3568,204700.0,<1H OCEAN +-118.34,34.09,14.0,3032.0,999.0,1691.0,841.0,2.2,210000.0,<1H OCEAN +-118.34,34.08,50.0,3457.0,854.0,1584.0,841.0,3.1078,346700.0,<1H OCEAN +-118.34,34.09,52.0,1731.0,502.0,849.0,466.0,3.2946,321600.0,<1H OCEAN +-118.34,34.08,52.0,1430.0,186.0,547.0,178.0,10.3661,500001.0,<1H OCEAN +-118.35,34.09,47.0,1800.0,546.0,921.0,478.0,2.8021,280600.0,<1H OCEAN +-118.35,34.08,52.0,1003.0,200.0,514.0,204.0,3.8472,395700.0,<1H OCEAN +-118.35,34.08,52.0,2088.0,388.0,908.0,375.0,3.8141,342000.0,<1H OCEAN +-118.35,34.09,42.0,2210.0,643.0,1228.0,605.0,2.5982,315800.0,<1H OCEAN +-118.35,34.08,52.0,1710.0,350.0,727.0,355.0,4.5833,333900.0,<1H OCEAN +-118.36,34.08,52.0,1965.0,480.0,794.0,451.0,3.2824,304800.0,<1H OCEAN +-118.32,34.08,52.0,1164.0,257.0,575.0,251.0,3.125,380400.0,<1H OCEAN +-118.33,34.08,52.0,1777.0,454.0,671.0,439.0,3.5083,500001.0,<1H OCEAN +-118.33,34.08,50.0,2989.0,832.0,1345.0,775.0,3.2426,442900.0,<1H OCEAN +-118.31,34.08,30.0,1390.0,457.0,1460.0,423.0,2.2422,254500.0,<1H OCEAN +-118.31,34.08,31.0,2275.0,823.0,2189.0,720.0,1.7542,287500.0,<1H OCEAN +-118.32,34.08,46.0,2038.0,534.0,1250.0,525.0,2.4196,358100.0,<1H OCEAN +-118.31,34.08,23.0,1443.0,521.0,1264.0,450.0,2.7543,220000.0,<1H OCEAN +-118.32,34.08,52.0,1137.0,304.0,754.0,297.0,3.37,330300.0,<1H OCEAN +-118.32,34.08,52.0,2370.0,473.0,1053.0,434.0,4.1429,380300.0,<1H OCEAN +-118.3,34.08,34.0,2501.0,1047.0,3326.0,970.0,1.8771,247500.0,<1H OCEAN +-118.3,34.08,36.0,1276.0,503.0,1502.0,450.0,2.1766,205600.0,<1H OCEAN +-118.31,34.08,27.0,1514.0,510.0,1603.0,518.0,2.8971,251100.0,<1H OCEAN +-118.31,34.08,26.0,1609.0,534.0,1868.0,497.0,2.7038,227100.0,<1H OCEAN +-118.29,34.08,34.0,479.0,182.0,557.0,170.0,1.525,210000.0,<1H OCEAN +-118.29,34.08,23.0,1864.0,937.0,2795.0,858.0,1.8495,212500.0,<1H OCEAN +-118.3,34.08,34.0,1562.0,651.0,1774.0,559.0,1.5685,225000.0,<1H OCEAN +-118.3,34.08,32.0,2880.0,1063.0,3646.0,1028.0,2.3846,258300.0,<1H OCEAN +-118.29,34.08,25.0,2459.0,823.0,2635.0,763.0,2.4,173900.0,<1H OCEAN +-118.29,34.08,38.0,380.0,130.0,445.0,140.0,1.9286,137500.0,<1H OCEAN +-118.37,34.12,34.0,2821.0,399.0,843.0,391.0,11.615,500001.0,<1H OCEAN +-118.36,34.12,26.0,3902.0,610.0,1468.0,632.0,8.5136,500001.0,<1H OCEAN +-118.35,34.11,33.0,7478.0,1678.0,2701.0,1500.0,4.1717,500001.0,<1H OCEAN +-118.36,34.11,35.0,3946.0,695.0,1361.0,620.0,6.5195,500001.0,<1H OCEAN +-118.38,34.11,38.0,2601.0,523.0,870.0,474.0,7.1134,416700.0,<1H OCEAN +-118.37,34.11,42.0,5518.0,979.0,1863.0,957.0,8.5842,500001.0,<1H OCEAN +-118.36,34.1,36.0,2963.0,838.0,1129.0,745.0,2.5588,500001.0,<1H OCEAN +-118.37,34.1,37.0,407.0,67.0,100.0,47.0,15.0001,500001.0,<1H OCEAN +-118.38,34.1,39.0,3798.0,586.0,975.0,525.0,9.3092,500001.0,<1H OCEAN +-118.39,34.1,30.0,6310.0,957.0,1776.0,880.0,8.944,500001.0,<1H OCEAN +-118.39,34.09,41.0,730.0,126.0,230.0,125.0,4.3214,500001.0,<1H OCEAN +-118.36,34.09,38.0,2158.0,582.0,1061.0,577.0,2.9643,355300.0,<1H OCEAN +-118.36,34.08,40.0,3110.0,764.0,1557.0,763.0,1.9937,367100.0,<1H OCEAN +-118.37,34.08,52.0,2946.0,695.0,1258.0,650.0,3.9783,374100.0,<1H OCEAN +-118.37,34.08,22.0,3008.0,938.0,1224.0,816.0,3.2149,300000.0,<1H OCEAN +-118.37,34.09,31.0,2697.0,706.0,1059.0,689.0,2.8942,500001.0,<1H OCEAN +-118.36,34.08,45.0,2195.0,483.0,1265.0,455.0,3.3864,397900.0,<1H OCEAN +-118.37,34.08,52.0,1466.0,254.0,600.0,253.0,5.7524,393600.0,<1H OCEAN +-118.37,34.08,52.0,1234.0,223.0,543.0,213.0,6.0338,423700.0,<1H OCEAN +-118.26,34.1,48.0,2566.0,571.0,1421.0,563.0,3.6579,318600.0,<1H OCEAN +-118.26,34.1,52.0,1310.0,263.0,689.0,208.0,4.0721,350000.0,<1H OCEAN +-118.27,34.1,51.0,3149.0,519.0,1082.0,510.0,6.4459,421600.0,<1H OCEAN +-118.27,34.1,41.0,3729.0,740.0,1364.0,707.0,5.7778,412700.0,<1H OCEAN +-118.27,34.11,41.0,4138.0,1130.0,1859.0,1030.0,2.978,306800.0,<1H OCEAN +-118.28,34.11,46.0,1156.0,203.0,514.0,213.0,4.2019,352100.0,<1H OCEAN +-118.28,34.11,52.0,2036.0,348.0,775.0,332.0,5.4122,397500.0,<1H OCEAN +-118.28,34.11,52.0,1803.0,437.0,787.0,388.0,4.5781,360500.0,<1H OCEAN +-118.28,34.1,44.0,2728.0,585.0,1227.0,567.0,4.0602,324000.0,<1H OCEAN +-118.27,34.1,50.0,2113.0,398.0,793.0,418.0,4.7132,304600.0,<1H OCEAN +-118.28,34.1,49.0,1767.0,467.0,1066.0,438.0,3.0958,210900.0,<1H OCEAN +-118.28,34.1,48.0,805.0,246.0,633.0,235.0,2.3421,200000.0,<1H OCEAN +-118.28,34.1,49.0,2843.0,880.0,2004.0,796.0,2.7875,217300.0,<1H OCEAN +-118.27,34.09,48.0,1527.0,295.0,589.0,286.0,4.1667,344800.0,<1H OCEAN +-118.27,34.09,52.0,3225.0,763.0,1559.0,710.0,3.9674,268800.0,<1H OCEAN +-118.28,34.09,52.0,2273.0,663.0,1480.0,597.0,2.3333,196500.0,<1H OCEAN +-118.27,34.09,52.0,2327.0,555.0,1048.0,491.0,3.7847,252300.0,<1H OCEAN +-118.26,34.09,51.0,1532.0,366.0,669.0,333.0,3.6434,278800.0,<1H OCEAN +-118.26,34.09,36.0,3503.0,833.0,2652.0,788.0,3.8448,241400.0,<1H OCEAN +-118.27,34.09,52.0,1079.0,222.0,439.0,201.0,4.625,230800.0,<1H OCEAN +-118.27,34.09,44.0,3646.0,912.0,1783.0,861.0,2.9709,225000.0,<1H OCEAN +-118.26,34.08,52.0,984.0,276.0,994.0,260.0,2.3816,166700.0,<1H OCEAN +-118.26,34.08,41.0,1396.0,360.0,1069.0,363.0,2.4375,203300.0,<1H OCEAN +-118.26,34.08,46.0,945.0,250.0,910.0,252.0,3.5039,187500.0,<1H OCEAN +-118.27,34.08,35.0,1147.0,365.0,1016.0,296.0,2.3913,198800.0,<1H OCEAN +-118.26,34.07,36.0,2306.0,813.0,2823.0,765.0,2.0214,170500.0,<1H OCEAN +-118.26,34.07,28.0,579.0,184.0,673.0,202.0,2.625,187500.0,<1H OCEAN +-118.27,34.07,27.0,1190.0,,1795.0,422.0,1.7016,160000.0,<1H OCEAN +-118.27,34.08,38.0,2265.0,801.0,2899.0,792.0,2.5521,157500.0,<1H OCEAN +-118.27,34.08,46.0,3007.0,854.0,2587.0,814.0,2.7179,184300.0,<1H OCEAN +-118.28,34.08,42.0,997.0,374.0,982.0,372.0,2.9423,200000.0,<1H OCEAN +-118.28,34.08,52.0,2465.0,773.0,2328.0,746.0,2.6178,203100.0,<1H OCEAN +-118.27,34.08,43.0,962.0,253.0,658.0,244.0,3.2386,185000.0,<1H OCEAN +-118.27,34.07,38.0,1270.0,556.0,1692.0,450.0,1.87,170800.0,<1H OCEAN +-118.28,34.08,42.0,1618.0,522.0,1454.0,440.0,3.1607,182000.0,<1H OCEAN +-118.28,34.09,52.0,1739.0,464.0,938.0,482.0,2.4429,228800.0,<1H OCEAN +-118.28,34.08,39.0,3162.0,896.0,1934.0,818.0,2.875,213500.0,<1H OCEAN +-118.28,34.08,40.0,1630.0,543.0,1568.0,510.0,2.7366,169100.0,<1H OCEAN +-118.28,34.09,49.0,3828.0,1197.0,2862.0,1009.0,2.4677,219200.0,<1H OCEAN +-118.23,34.07,35.0,1335.0,440.0,1586.0,445.0,1.9722,156300.0,<1H OCEAN +-118.23,34.07,40.0,506.0,119.0,397.0,114.0,3.1944,143800.0,<1H OCEAN +-118.24,34.08,52.0,109.0,20.0,86.0,24.0,4.9844,187500.0,<1H OCEAN +-118.24,34.08,52.0,137.0,26.0,65.0,24.0,4.025,137500.0,<1H OCEAN +-118.23,34.09,47.0,859.0,239.0,913.0,234.0,2.6442,136100.0,<1H OCEAN +-118.23,34.09,49.0,1638.0,456.0,1500.0,430.0,2.6923,150000.0,<1H OCEAN +-118.23,34.09,45.0,1747.0,484.0,1680.0,441.0,2.6051,155500.0,<1H OCEAN +-118.25,34.09,52.0,2050.0,429.0,957.0,418.0,3.5603,210000.0,<1H OCEAN +-118.25,34.09,52.0,104.0,20.0,32.0,17.0,3.75,241700.0,<1H OCEAN +-118.25,34.08,44.0,1425.0,438.0,1121.0,374.0,2.1108,200000.0,<1H OCEAN +-118.25,34.08,47.0,2133.0,689.0,2104.0,662.0,2.6136,169200.0,<1H OCEAN +-118.25,34.09,43.0,1903.0,635.0,1919.0,613.0,2.6336,174300.0,<1H OCEAN +-118.25,34.09,52.0,1866.0,470.0,1211.0,417.0,2.935,189400.0,<1H OCEAN +-118.26,34.08,50.0,1791.0,660.0,2183.0,675.0,1.7945,166700.0,<1H OCEAN +-118.26,34.08,45.0,2174.0,627.0,1992.0,557.0,2.5428,167800.0,<1H OCEAN +-118.25,34.09,52.0,3142.0,765.0,1728.0,682.0,3.1864,189800.0,<1H OCEAN +-118.26,34.08,45.0,2225.0,827.0,2699.0,792.0,1.9209,179200.0,<1H OCEAN +-118.26,34.07,46.0,2341.0,703.0,2371.0,648.0,2.4038,181700.0,<1H OCEAN +-118.26,34.07,52.0,830.0,200.0,701.0,189.0,2.7625,232100.0,<1H OCEAN +-118.25,34.07,47.0,2059.0,618.0,2033.0,544.0,1.9028,217900.0,<1H OCEAN +-118.25,34.07,43.0,764.0,322.0,1275.0,306.0,2.0,175000.0,<1H OCEAN +-118.25,34.06,20.0,41.0,17.0,87.0,25.0,1.5491,225000.0,<1H OCEAN +-118.24,34.07,27.0,223.0,80.0,249.0,82.0,1.6136,137500.0,<1H OCEAN +-118.25,34.07,18.0,4297.0,1420.0,4332.0,1286.0,2.2545,192500.0,<1H OCEAN +-118.25,34.07,16.0,719.0,225.0,801.0,218.0,2.3942,133300.0,<1H OCEAN +-118.22,34.09,40.0,1081.0,282.0,970.0,263.0,1.875,150000.0,<1H OCEAN +-118.22,34.08,31.0,394.0,117.0,573.0,131.0,1.8173,154200.0,<1H OCEAN +-118.22,34.08,34.0,1709.0,562.0,2105.0,503.0,1.9704,152100.0,<1H OCEAN +-118.19,34.08,38.0,1241.0,298.0,1055.0,263.0,2.3409,115500.0,<1H OCEAN +-118.2,34.08,49.0,1320.0,309.0,1405.0,328.0,2.4375,114000.0,<1H OCEAN +-118.2,34.07,21.0,1353.0,380.0,1688.0,367.0,1.9937,139600.0,<1H OCEAN +-118.2,34.07,34.0,1765.0,551.0,2203.0,500.0,2.2708,159600.0,<1H OCEAN +-118.21,34.08,39.0,986.0,361.0,1347.0,299.0,2.2907,133900.0,<1H OCEAN +-118.21,34.08,26.0,2574.0,807.0,3163.0,802.0,1.9495,173200.0,<1H OCEAN +-118.2,34.09,39.0,1594.0,430.0,1668.0,378.0,2.5343,138200.0,<1H OCEAN +-118.2,34.08,41.0,1807.0,429.0,1699.0,424.0,2.2222,126000.0,<1H OCEAN +-118.19,34.1,39.0,2054.0,423.0,1205.0,403.0,4.239,213000.0,<1H OCEAN +-118.21,34.08,52.0,3672.0,808.0,3062.0,764.0,2.6806,153000.0,<1H OCEAN +-118.21,34.09,39.0,1287.0,353.0,1171.0,345.0,1.6118,138500.0,<1H OCEAN +-118.21,34.09,39.0,1561.0,445.0,1780.0,391.0,2.4632,144200.0,<1H OCEAN +-118.21,34.09,37.0,1822.0,498.0,1961.0,506.0,1.9881,159200.0,<1H OCEAN +-118.22,34.07,35.0,1504.0,477.0,2059.0,498.0,2.0133,145800.0,<1H OCEAN +-118.22,34.07,36.0,839.0,250.0,1079.0,245.0,1.7463,158300.0,<1H OCEAN +-118.21,34.07,31.0,1077.0,300.0,1198.0,274.0,2.1333,160200.0,<1H OCEAN +-118.21,34.07,52.0,1770.0,,1848.0,439.0,2.4135,167200.0,<1H OCEAN +-118.21,34.07,47.0,1346.0,383.0,1452.0,371.0,1.7292,191700.0,<1H OCEAN +-118.21,34.07,31.0,1453.0,404.0,1486.0,389.0,2.3859,153100.0,<1H OCEAN +-118.21,34.07,42.0,902.0,318.0,1312.0,323.0,1.9375,168800.0,<1H OCEAN +-118.21,34.06,29.0,1478.0,413.0,1580.0,394.0,1.8781,147500.0,<1H OCEAN +-118.16,34.09,36.0,3334.0,920.0,2881.0,800.0,2.1696,170800.0,<1H OCEAN +-118.17,34.1,48.0,2514.0,595.0,2484.0,601.0,3.1146,142500.0,<1H OCEAN +-118.17,34.1,37.0,299.0,89.0,318.0,92.0,1.3125,145800.0,<1H OCEAN +-118.17,34.09,45.0,1327.0,271.0,1069.0,284.0,3.3977,153800.0,<1H OCEAN +-118.18,34.09,40.0,2744.0,708.0,2747.0,674.0,2.6226,148800.0,<1H OCEAN +-118.18,34.09,44.0,1688.0,426.0,1605.0,384.0,3.3785,184900.0,<1H OCEAN +-118.19,34.09,41.0,2090.0,530.0,2043.0,537.0,1.9706,144200.0,<1H OCEAN +-118.18,34.1,10.0,1907.0,398.0,921.0,369.0,4.875,200400.0,<1H OCEAN +-118.18,34.1,10.0,1940.0,445.0,763.0,412.0,4.975,166700.0,<1H OCEAN +-118.18,34.1,7.0,2529.0,689.0,1215.0,577.0,4.7853,153100.0,<1H OCEAN +-118.18,34.1,8.0,1116.0,267.0,435.0,235.0,4.9231,230900.0,<1H OCEAN +-118.18,34.08,35.0,2226.0,602.0,2230.0,549.0,2.9167,129300.0,<1H OCEAN +-118.19,34.08,35.0,1554.0,381.0,1487.0,374.0,1.9038,139500.0,<1H OCEAN +-118.19,34.07,38.0,2965.0,665.0,2128.0,650.0,3.0241,166300.0,<1H OCEAN +-118.19,34.07,42.0,1555.0,337.0,1152.0,348.0,3.375,169600.0,<1H OCEAN +-118.19,34.06,44.0,1734.0,364.0,1133.0,351.0,2.5132,163100.0,<1H OCEAN +-118.16,34.09,33.0,1515.0,415.0,1345.0,346.0,2.375,175000.0,<1H OCEAN +-118.16,34.09,50.0,1568.0,302.0,1093.0,333.0,3.1442,162100.0,<1H OCEAN +-118.17,34.09,36.0,3066.0,797.0,3097.0,780.0,2.5523,156500.0,<1H OCEAN +-118.17,34.09,33.0,2907.0,797.0,3212.0,793.0,2.2348,146600.0,<1H OCEAN +-118.18,34.08,31.0,1318.0,311.0,1164.0,289.0,2.9939,135500.0,<1H OCEAN +-118.18,34.08,33.0,1369.0,408.0,1475.0,377.0,2.3281,151900.0,<1H OCEAN +-118.16,34.08,43.0,1523.0,378.0,1338.0,352.0,3.2031,144600.0,<1H OCEAN +-118.17,34.08,39.0,787.0,181.0,731.0,179.0,3.2279,158500.0,<1H OCEAN +-118.17,34.08,33.0,851.0,231.0,936.0,228.0,3.375,147500.0,<1H OCEAN +-118.18,34.07,28.0,2616.0,630.0,2218.0,621.0,2.6842,156000.0,<1H OCEAN +-118.17,34.07,19.0,2150.0,544.0,1510.0,467.0,3.4952,150000.0,<1H OCEAN +-118.16,34.07,41.0,247.0,55.0,925.0,50.0,3.5769,135700.0,<1H OCEAN +-118.17,34.07,37.0,1155.0,225.0,814.0,241.0,3.875,148500.0,<1H OCEAN +-118.18,34.06,27.0,2025.0,565.0,2189.0,577.0,2.6083,148600.0,<1H OCEAN +-118.19,34.06,32.0,555.0,159.0,748.0,163.0,1.9762,137500.0,<1H OCEAN +-118.19,34.06,47.0,2324.0,658.0,3020.0,594.0,1.1868,93800.0,<1H OCEAN +-118.2,34.06,46.0,453.0,119.0,533.0,132.0,2.2961,112500.0,<1H OCEAN +-118.2,34.06,40.0,1181.0,335.0,1441.0,337.0,2.1136,111800.0,<1H OCEAN +-118.2,34.05,8.0,762.0,204.0,728.0,174.0,2.4886,137500.0,<1H OCEAN +-118.19,34.05,46.0,1051.0,302.0,1435.0,305.0,1.6667,133600.0,<1H OCEAN +-118.2,34.05,36.0,2672.0,675.0,2883.0,674.0,2.0885,142800.0,<1H OCEAN +-118.19,34.05,37.0,349.0,79.0,276.0,64.0,3.2125,125000.0,<1H OCEAN +-118.2,34.06,46.0,321.0,101.0,401.0,86.0,2.1029,109400.0,<1H OCEAN +-118.21,34.06,30.0,511.0,153.0,1152.0,149.0,2.3611,156800.0,<1H OCEAN +-118.22,34.06,52.0,48.0,6.0,41.0,10.0,10.2264,112500.0,<1H OCEAN +-118.22,34.05,36.0,1243.0,470.0,1668.0,444.0,1.0714,137500.0,<1H OCEAN +-118.21,34.06,52.0,470.0,115.0,434.0,123.0,2.095,109100.0,<1H OCEAN +-118.22,34.06,34.0,1083.0,364.0,1132.0,338.0,2.2344,153100.0,<1H OCEAN +-118.22,34.05,34.0,1113.0,,928.0,290.0,3.1654,155000.0,<1H OCEAN +-118.22,34.05,41.0,1422.0,478.0,1640.0,434.0,1.6122,157100.0,<1H OCEAN +-118.21,34.05,26.0,745.0,258.0,694.0,236.0,1.3846,129200.0,<1H OCEAN +-118.21,34.05,28.0,1079.0,306.0,1358.0,285.0,2.52,131900.0,<1H OCEAN +-118.21,34.05,28.0,950.0,357.0,1485.0,345.0,1.9271,136400.0,<1H OCEAN +-118.21,34.05,45.0,2146.0,607.0,2868.0,625.0,2.121,144000.0,<1H OCEAN +-118.2,34.05,43.0,1165.0,317.0,1279.0,303.0,1.9615,141700.0,<1H OCEAN +-118.2,34.05,40.0,1146.0,323.0,1354.0,321.0,1.9205,121900.0,<1H OCEAN +-118.2,34.05,40.0,1082.0,318.0,1085.0,273.0,1.7054,117200.0,<1H OCEAN +-118.2,34.05,42.0,1703.0,586.0,2490.0,581.0,2.02,147200.0,<1H OCEAN +-118.2,34.05,41.0,1268.0,398.0,1887.0,407.0,2.625,150000.0,<1H OCEAN +-118.19,34.05,43.0,977.0,266.0,1084.0,259.0,2.7708,127900.0,<1H OCEAN +-118.19,34.05,41.0,1098.0,264.0,1178.0,245.0,2.1058,124300.0,<1H OCEAN +-118.2,34.05,50.0,1407.0,401.0,1526.0,385.0,2.29,121800.0,<1H OCEAN +-118.19,34.04,45.0,963.0,234.0,1194.0,239.0,2.1806,134900.0,<1H OCEAN +-118.19,34.04,40.0,1095.0,305.0,1322.0,281.0,1.9688,150000.0,<1H OCEAN +-118.19,34.03,52.0,1053.0,246.0,1036.0,249.0,2.1071,136700.0,<1H OCEAN +-118.19,34.03,50.0,1183.0,246.0,851.0,231.0,3.2639,142600.0,<1H OCEAN +-118.2,34.04,52.0,1249.0,307.0,1223.0,297.0,2.07,136300.0,<1H OCEAN +-118.2,34.04,47.0,1894.0,408.0,1629.0,379.0,3.7619,127600.0,<1H OCEAN +-118.2,34.03,52.0,1754.0,452.0,1849.0,445.0,2.3716,122800.0,<1H OCEAN +-118.2,34.04,44.0,1399.0,386.0,1419.0,373.0,1.8224,143800.0,<1H OCEAN +-118.2,34.04,36.0,1625.0,490.0,2003.0,478.0,2.181,147200.0,<1H OCEAN +-118.2,34.04,44.0,1582.0,544.0,1998.0,515.0,1.6888,125000.0,<1H OCEAN +-118.2,34.04,18.0,796.0,227.0,547.0,218.0,1.0333,135400.0,<1H OCEAN +-118.21,34.04,36.0,1825.0,479.0,2097.0,480.0,2.1862,135300.0,<1H OCEAN +-118.21,34.04,37.0,845.0,249.0,881.0,252.0,2.2454,165000.0,<1H OCEAN +-118.21,34.04,47.0,1325.0,393.0,1557.0,352.0,2.8,148400.0,<1H OCEAN +-118.21,34.05,28.0,1841.0,809.0,3199.0,727.0,1.6319,151600.0,<1H OCEAN +-118.21,34.04,52.0,846.0,271.0,1153.0,281.0,2.1923,155000.0,<1H OCEAN +-118.22,34.05,43.0,1153.0,411.0,1667.0,409.0,1.9402,139300.0,<1H OCEAN +-118.21,34.05,47.0,722.0,235.0,930.0,226.0,2.5455,114300.0,<1H OCEAN +-118.22,34.04,43.0,798.0,308.0,1417.0,325.0,1.4189,141700.0,<1H OCEAN +-118.22,34.05,44.0,1105.0,346.0,1598.0,372.0,1.2,115600.0,<1H OCEAN +-118.22,34.04,43.0,2343.0,803.0,2468.0,707.0,1.5163,115000.0,<1H OCEAN +-118.21,34.04,43.0,1502.0,477.0,1844.0,477.0,1.9405,152500.0,<1H OCEAN +-118.21,34.04,47.0,1306.0,391.0,1499.0,346.0,2.2788,139600.0,<1H OCEAN +-118.22,34.03,45.0,554.0,214.0,888.0,218.0,1.8125,139600.0,<1H OCEAN +-118.21,34.03,45.0,1860.0,472.0,1893.0,456.0,2.6573,141800.0,<1H OCEAN +-118.21,34.03,44.0,1550.0,407.0,1718.0,403.0,2.5268,141100.0,<1H OCEAN +-118.21,34.03,52.0,497.0,132.0,547.0,121.0,2.2083,146300.0,<1H OCEAN +-118.21,34.03,47.0,876.0,228.0,872.0,231.0,2.2656,145000.0,<1H OCEAN +-118.2,34.03,41.0,1292.0,334.0,1150.0,322.0,1.925,135200.0,<1H OCEAN +-118.2,34.02,49.0,1098.0,317.0,1411.0,301.0,2.75,146000.0,<1H OCEAN +-118.2,34.03,52.0,774.0,209.0,813.0,203.0,2.3472,135200.0,<1H OCEAN +-118.2,34.03,37.0,1583.0,392.0,1776.0,377.0,2.7266,140800.0,<1H OCEAN +-118.2,34.03,52.0,583.0,157.0,730.0,174.0,1.4115,140600.0,<1H OCEAN +-118.21,34.02,45.0,792.0,203.0,872.0,188.0,2.6875,129700.0,<1H OCEAN +-118.19,34.02,44.0,2702.0,770.0,3260.0,721.0,2.3575,144800.0,<1H OCEAN +-118.2,34.02,48.0,2230.0,593.0,2419.0,598.0,2.3944,130700.0,<1H OCEAN +-118.2,34.02,26.0,36.0,9.0,35.0,9.0,1.625,175000.0,<1H OCEAN +-118.2,34.02,42.0,498.0,120.0,548.0,119.0,3.7543,126600.0,<1H OCEAN +-118.21,34.02,52.0,22.0,7.0,55.0,7.0,7.5752,67500.0,<1H OCEAN +-118.21,34.02,43.0,1811.0,513.0,2123.0,487.0,1.3615,133300.0,<1H OCEAN +-118.23,34.05,52.0,346.0,270.0,346.0,251.0,2.5313,225000.0,<1H OCEAN +-118.24,34.05,13.0,1703.0,697.0,1823.0,669.0,0.8288,181300.0,<1H OCEAN +-118.24,34.04,52.0,116.0,107.0,171.0,92.0,1.0769,112500.0,<1H OCEAN +-118.24,34.06,33.0,390.0,199.0,435.0,193.0,1.1979,350000.0,<1H OCEAN +-118.24,34.06,8.0,1204.0,552.0,1074.0,517.0,1.0227,87500.0,<1H OCEAN +-118.24,34.06,19.0,2870.0,1021.0,3325.0,978.0,1.7395,162500.0,<1H OCEAN +-118.25,34.05,52.0,2806.0,1944.0,2232.0,1605.0,0.6775,350000.0,<1H OCEAN +-118.25,34.05,8.0,3105.0,1256.0,1086.0,997.0,0.8131,275000.0,<1H OCEAN +-118.25,34.06,12.0,4011.0,1438.0,1673.0,1088.0,5.3081,287500.0,<1H OCEAN +-118.26,34.05,52.0,58.0,52.0,41.0,27.0,4.0972,500001.0,<1H OCEAN +-118.26,34.04,6.0,1529.0,566.0,1051.0,473.0,2.462,162500.0,<1H OCEAN +-118.25,34.06,52.0,174.0,66.0,249.0,57.0,1.7763,312500.0,<1H OCEAN +-118.26,34.06,15.0,326.0,123.0,490.0,105.0,1.4886,175000.0,<1H OCEAN +-118.26,34.06,40.0,637.0,273.0,1150.0,263.0,1.8625,131300.0,<1H OCEAN +-118.26,34.07,52.0,1802.0,613.0,2382.0,587.0,1.8438,185900.0,<1H OCEAN +-118.26,34.07,40.0,680.0,273.0,995.0,249.0,2.2607,165600.0,<1H OCEAN +-118.26,34.07,30.0,929.0,238.0,763.0,214.0,2.5227,187500.0,<1H OCEAN +-118.26,34.06,38.0,715.0,282.0,1174.0,300.0,2.345,225000.0,<1H OCEAN +-118.26,34.06,42.0,2541.0,1282.0,3974.0,1189.0,1.5854,87500.0,<1H OCEAN +-118.27,34.07,42.0,1175.0,428.0,1593.0,407.0,2.3438,213300.0,<1H OCEAN +-118.27,34.06,30.0,1771.0,788.0,2188.0,764.0,1.5885,154200.0,<1H OCEAN +-118.27,34.07,34.0,786.0,341.0,1239.0,320.0,2.3438,152100.0,<1H OCEAN +-118.27,34.07,32.0,1657.0,579.0,2071.0,598.0,2.1135,152500.0,<1H OCEAN +-118.27,34.06,33.0,1416.0,686.0,2013.0,614.0,1.9818,208300.0,<1H OCEAN +-118.27,34.07,33.0,1177.0,468.0,1533.0,430.0,2.3981,183300.0,<1H OCEAN +-118.28,34.07,41.0,1072.0,331.0,1111.0,314.0,1.9233,207100.0,<1H OCEAN +-118.28,34.07,24.0,3247.0,1281.0,2642.0,1182.0,2.4632,216700.0,<1H OCEAN +-118.28,34.07,14.0,1924.0,926.0,2226.0,792.0,2.2552,265900.0,<1H OCEAN +-118.28,34.07,32.0,1777.0,536.0,1684.0,489.0,2.3636,190000.0,<1H OCEAN +-118.28,34.07,25.0,7522.0,3179.0,7221.0,2902.0,2.0173,177500.0,<1H OCEAN +-118.28,34.06,14.0,1787.0,853.0,2251.0,763.0,1.1642,400000.0,<1H OCEAN +-118.28,34.06,17.0,2518.0,1196.0,3051.0,1000.0,1.7199,175000.0,<1H OCEAN +-118.27,34.06,17.0,2124.0,1168.0,3915.0,1137.0,1.1346,137500.0,<1H OCEAN +-118.27,34.06,25.0,1714.0,1176.0,3723.0,1036.0,1.3241,112500.0,<1H OCEAN +-118.27,34.06,45.0,564.0,353.0,1172.0,319.0,1.494,187500.0,<1H OCEAN +-118.27,34.06,26.0,513.0,338.0,1204.0,321.0,1.4904,275000.0,<1H OCEAN +-118.26,34.06,33.0,1950.0,1047.0,3707.0,1012.0,1.7238,110000.0,<1H OCEAN +-118.27,34.05,37.0,350.0,245.0,1122.0,248.0,2.7634,137500.0,<1H OCEAN +-118.27,34.05,52.0,1292.0,864.0,2081.0,724.0,0.9563,275000.0,<1H OCEAN +-118.28,34.06,52.0,1261.0,616.0,2309.0,581.0,1.6184,225000.0,<1H OCEAN +-118.28,34.06,52.0,936.0,454.0,990.0,354.0,1.1122,187500.0,<1H OCEAN +-118.28,34.06,42.0,2472.0,,3795.0,1179.0,1.2254,162500.0,<1H OCEAN +-118.27,34.05,25.0,1316.0,836.0,2796.0,784.0,1.7866,325000.0,<1H OCEAN +-118.27,34.05,26.0,1164.0,674.0,1685.0,541.0,1.5727,225000.0,<1H OCEAN +-118.28,34.05,28.0,1306.0,637.0,2079.0,598.0,1.4615,275000.0,<1H OCEAN +-118.28,34.05,31.0,1525.0,730.0,2510.0,652.0,1.6355,162500.0,<1H OCEAN +-118.28,34.05,41.0,1788.0,774.0,2931.0,702.0,1.4413,158900.0,<1H OCEAN +-118.28,34.05,41.0,1075.0,597.0,2260.0,614.0,1.3,162500.0,<1H OCEAN +-118.28,34.05,44.0,968.0,384.0,1805.0,375.0,1.4801,212500.0,<1H OCEAN +-118.27,34.05,47.0,661.0,359.0,1406.0,307.0,1.3169,112500.0,<1H OCEAN +-118.27,34.04,13.0,1784.0,,2158.0,682.0,1.7038,118100.0,<1H OCEAN +-118.27,34.05,24.0,323.0,214.0,751.0,189.0,1.8304,225000.0,<1H OCEAN +-118.27,34.05,12.0,535.0,328.0,1194.0,365.0,1.2012,275000.0,<1H OCEAN +-118.32,34.07,52.0,2156.0,306.0,861.0,311.0,8.8062,500001.0,<1H OCEAN +-118.33,34.06,52.0,1841.0,240.0,693.0,218.0,15.0001,500001.0,<1H OCEAN +-118.33,34.07,52.0,2248.0,255.0,813.0,265.0,15.0001,500001.0,<1H OCEAN +-118.33,34.07,52.0,1482.0,171.0,531.0,161.0,15.0001,500001.0,<1H OCEAN +-118.34,34.06,52.0,2089.0,309.0,883.0,281.0,7.4574,500001.0,<1H OCEAN +-118.34,34.06,52.0,1311.0,310.0,707.0,290.0,3.4812,432800.0,<1H OCEAN +-118.29,34.08,49.0,649.0,315.0,987.0,329.0,1.6806,316700.0,<1H OCEAN +-118.29,34.07,19.0,3013.0,1118.0,2465.0,1008.0,2.5386,290600.0,<1H OCEAN +-118.29,34.06,9.0,1554.0,815.0,1704.0,761.0,2.0185,141700.0,<1H OCEAN +-118.29,34.07,22.0,492.0,269.0,634.0,261.0,1.6406,300000.0,<1H OCEAN +-118.29,34.07,26.0,2302.0,1124.0,2660.0,1004.0,2.3567,253100.0,<1H OCEAN +-118.29,34.08,43.0,3056.0,1345.0,3920.0,1304.0,1.925,300000.0,<1H OCEAN +-118.3,34.07,31.0,1489.0,664.0,1793.0,556.0,2.4348,230600.0,<1H OCEAN +-118.3,34.07,46.0,5677.0,2610.0,7443.0,2406.0,1.8238,237500.0,<1H OCEAN +-118.3,34.07,26.0,2107.0,757.0,2660.0,740.0,2.3375,282300.0,<1H OCEAN +-118.3,34.07,36.0,2657.0,738.0,2274.0,723.0,3.425,281700.0,<1H OCEAN +-118.31,34.07,28.0,2362.0,949.0,2759.0,894.0,2.2364,305600.0,<1H OCEAN +-118.31,34.08,49.0,2549.0,630.0,1539.0,594.0,2.6218,350900.0,<1H OCEAN +-118.31,34.07,40.0,2657.0,794.0,2149.0,749.0,2.2653,445000.0,<1H OCEAN +-118.32,34.07,52.0,2980.0,366.0,967.0,359.0,11.2185,500001.0,<1H OCEAN +-118.31,34.06,36.0,369.0,147.0,145.0,136.0,0.8804,450000.0,<1H OCEAN +-118.32,34.06,52.0,983.0,246.0,578.0,204.0,5.7393,500001.0,<1H OCEAN +-118.32,34.07,25.0,2740.0,707.0,1420.0,664.0,3.5909,404500.0,<1H OCEAN +-118.32,34.06,52.0,955.0,100.0,457.0,120.0,15.0001,500001.0,<1H OCEAN +-118.31,34.07,26.0,5062.0,2055.0,4533.0,1822.0,2.3105,166700.0,<1H OCEAN +-118.31,34.06,30.0,3110.0,1269.0,2535.0,1218.0,1.6987,412500.0,<1H OCEAN +-118.3,34.07,18.0,3759.0,,3296.0,1462.0,2.2708,175000.0,<1H OCEAN +-118.31,34.07,20.0,3264.0,1248.0,2919.0,1191.0,2.3674,500001.0,<1H OCEAN +-118.3,34.06,20.0,1782.0,896.0,1749.0,823.0,2.2094,75000.0,<1H OCEAN +-118.31,34.06,34.0,2470.0,1197.0,2326.0,1055.0,1.9038,325000.0,<1H OCEAN +-118.29,34.07,24.0,4021.0,1707.0,3727.0,1529.0,1.7365,112500.0,<1H OCEAN +-118.3,34.07,28.0,5221.0,2530.0,5840.0,2374.0,1.8829,300000.0,<1H OCEAN +-118.3,34.06,43.0,1366.0,740.0,942.0,672.0,1.6953,150000.0,<1H OCEAN +-118.29,34.06,42.0,3894.0,2293.0,6846.0,2156.0,1.5553,70000.0,<1H OCEAN +-118.29,34.06,27.0,2456.0,1111.0,4137.0,1104.0,1.5954,187500.0,<1H OCEAN +-118.29,34.06,46.0,1759.0,1012.0,2716.0,877.0,2.1637,350000.0,<1H OCEAN +-118.3,34.06,47.0,1390.0,872.0,2860.0,827.0,1.468,137500.0,<1H OCEAN +-118.29,34.06,23.0,2040.0,778.0,2235.0,697.0,1.9309,233300.0,<1H OCEAN +-118.3,34.06,33.0,2437.0,1283.0,3906.0,1084.0,2.0332,270000.0,<1H OCEAN +-118.3,34.06,21.0,3960.0,1490.0,3468.0,1335.0,1.8214,475000.0,<1H OCEAN +-118.3,34.06,23.0,2512.0,1203.0,3720.0,1118.0,1.7896,322200.0,<1H OCEAN +-118.31,34.06,24.0,1336.0,453.0,1268.0,426.0,2.8202,500001.0,<1H OCEAN +-118.31,34.06,47.0,3038.0,1533.0,4225.0,1472.0,1.6725,187500.0,<1H OCEAN +-118.31,34.06,34.0,1848.0,667.0,1351.0,589.0,2.0547,410000.0,<1H OCEAN +-118.31,34.06,52.0,2124.0,756.0,1920.0,756.0,2.1435,328900.0,<1H OCEAN +-118.31,34.06,31.0,2827.0,1084.0,3107.0,993.0,2.0278,360000.0,<1H OCEAN +-118.31,34.06,14.0,1559.0,646.0,1639.0,567.0,1.9949,380000.0,<1H OCEAN +-118.32,34.05,42.0,3292.0,713.0,2224.0,674.0,3.5517,291500.0,<1H OCEAN +-118.32,34.06,43.0,2808.0,584.0,1654.0,569.0,4.125,436800.0,<1H OCEAN +-118.32,34.06,36.0,3239.0,722.0,1383.0,612.0,4.5918,337000.0,<1H OCEAN +-118.33,34.06,52.0,1368.0,231.0,737.0,248.0,8.3617,433800.0,<1H OCEAN +-118.33,34.05,48.0,2405.0,527.0,1868.0,502.0,3.375,257800.0,<1H OCEAN +-118.33,34.05,44.0,1574.0,390.0,1323.0,404.0,2.5284,226300.0,<1H OCEAN +-118.33,34.05,45.0,1707.0,519.0,1446.0,466.0,2.1736,171300.0,<1H OCEAN +-118.32,34.05,50.0,1389.0,364.0,976.0,302.0,1.5882,327300.0,<1H OCEAN +-118.32,34.05,42.0,3343.0,1183.0,3480.0,1146.0,1.9923,250000.0,<1H OCEAN +-118.31,34.05,35.0,1692.0,423.0,1578.0,406.0,2.5313,305800.0,<1H OCEAN +-118.31,34.05,40.0,1667.0,365.0,1161.0,384.0,3.1406,417600.0,<1H OCEAN +-118.3,34.05,44.0,1612.0,650.0,2028.0,593.0,1.9152,115600.0,<1H OCEAN +-118.3,34.05,42.0,1476.0,610.0,1605.0,545.0,1.721,214300.0,<1H OCEAN +-118.31,34.05,42.0,443.0,223.0,582.0,223.0,2.2937,350000.0,<1H OCEAN +-118.3,34.05,46.0,1386.0,457.0,1845.0,485.0,2.1414,157700.0,<1H OCEAN +-118.3,34.05,31.0,1744.0,720.0,2034.0,633.0,2.2684,193800.0,<1H OCEAN +-118.29,34.05,30.0,1417.0,589.0,1615.0,540.0,1.3867,193800.0,<1H OCEAN +-118.29,34.05,34.0,1102.0,,1325.0,439.0,1.5972,168800.0,<1H OCEAN +-118.3,34.05,36.0,1723.0,569.0,1664.0,501.0,1.9323,161100.0,<1H OCEAN +-118.3,34.05,34.0,1453.0,588.0,1987.0,589.0,2.096,187500.0,<1H OCEAN +-118.29,34.05,18.0,3585.0,1661.0,5229.0,1534.0,1.847,250000.0,<1H OCEAN +-118.29,34.05,11.0,677.0,370.0,1143.0,341.0,2.3864,350000.0,<1H OCEAN +-118.29,34.05,31.0,2818.0,1252.0,4126.0,1200.0,2.053,229200.0,<1H OCEAN +-118.35,34.08,52.0,1801.0,313.0,714.0,293.0,4.6838,479000.0,<1H OCEAN +-118.35,34.07,52.0,2497.0,406.0,1030.0,412.0,4.89,500001.0,<1H OCEAN +-118.35,34.07,52.0,2315.0,356.0,894.0,345.0,4.1328,500001.0,<1H OCEAN +-118.34,34.07,52.0,2066.0,319.0,981.0,297.0,5.8632,450000.0,<1H OCEAN +-118.34,34.08,52.0,1421.0,163.0,495.0,167.0,10.586,500001.0,<1H OCEAN +-118.34,34.08,52.0,1721.0,195.0,688.0,196.0,15.0001,500001.0,<1H OCEAN +-118.34,34.07,52.0,1621.0,284.0,588.0,272.0,6.2223,500001.0,<1H OCEAN +-118.34,34.07,52.0,3421.0,598.0,1203.0,564.0,4.1618,500001.0,<1H OCEAN +-118.34,34.08,52.0,2756.0,542.0,971.0,510.0,5.5871,500001.0,<1H OCEAN +-118.35,34.08,52.0,2877.0,721.0,1186.0,704.0,3.2645,175000.0,<1H OCEAN +-118.36,34.08,52.0,2373.0,601.0,1135.0,576.0,3.1765,225000.0,<1H OCEAN +-118.36,34.08,52.0,1902.0,488.0,848.0,478.0,2.9621,175000.0,<1H OCEAN +-118.35,34.07,48.0,890.0,255.0,434.0,232.0,3.6111,450000.0,<1H OCEAN +-118.35,34.07,45.0,7803.0,2154.0,3359.0,2041.0,3.3594,287500.0,<1H OCEAN +-118.35,34.07,46.0,1651.0,410.0,512.0,397.0,4.0179,350000.0,<1H OCEAN +-118.35,34.07,45.0,3312.0,880.0,1157.0,809.0,3.5719,500001.0,<1H OCEAN +-118.36,34.07,40.0,1821.0,447.0,777.0,441.0,2.3375,355200.0,<1H OCEAN +-118.36,34.07,48.0,1740.0,360.0,748.0,357.0,4.7019,411100.0,<1H OCEAN +-118.37,34.07,50.0,2519.0,,1117.0,516.0,4.3667,405600.0,<1H OCEAN +-118.36,34.07,52.0,2046.0,451.0,944.0,435.0,3.4265,456900.0,<1H OCEAN +-118.37,34.07,52.0,2203.0,437.0,899.0,384.0,4.25,486900.0,<1H OCEAN +-118.37,34.07,52.0,2195.0,435.0,884.0,432.0,5.24,486400.0,<1H OCEAN +-118.37,34.07,44.0,2703.0,663.0,1045.0,619.0,3.201,287500.0,<1H OCEAN +-118.37,34.07,39.0,2309.0,526.0,870.0,546.0,3.1677,453400.0,<1H OCEAN +-118.37,34.07,52.0,1084.0,247.0,468.0,255.0,3.4286,474300.0,<1H OCEAN +-118.38,34.08,25.0,4625.0,1307.0,1739.0,1191.0,3.3989,485000.0,<1H OCEAN +-118.38,34.07,16.0,4814.0,1381.0,1897.0,1209.0,3.3725,375000.0,<1H OCEAN +-118.38,34.07,21.0,3653.0,956.0,1510.0,890.0,3.5573,500001.0,<1H OCEAN +-118.34,34.07,52.0,3175.0,1057.0,1594.0,997.0,3.1766,225000.0,<1H OCEAN +-118.35,34.06,52.0,3446.0,1360.0,1768.0,1245.0,2.4722,500001.0,<1H OCEAN +-118.34,34.06,52.0,1314.0,170.0,629.0,214.0,7.1669,500001.0,<1H OCEAN +-118.34,34.05,52.0,2530.0,458.0,1122.0,449.0,3.9167,321600.0,<1H OCEAN +-118.34,34.06,52.0,2069.0,417.0,826.0,377.0,3.5481,396000.0,<1H OCEAN +-118.34,34.06,52.0,1482.0,336.0,768.0,300.0,3.7167,327300.0,<1H OCEAN +-118.35,34.06,52.0,2837.0,602.0,1164.0,551.0,3.2411,250000.0,<1H OCEAN +-118.35,34.06,48.0,1354.0,279.0,716.0,309.0,3.7167,385000.0,<1H OCEAN +-118.35,34.06,52.0,1368.0,322.0,617.0,303.0,5.3819,440900.0,<1H OCEAN +-118.35,34.05,33.0,2880.0,836.0,1416.0,736.0,2.6781,328800.0,<1H OCEAN +-118.35,34.06,48.0,3551.0,826.0,1601.0,827.0,3.2279,400000.0,<1H OCEAN +-118.36,34.06,39.0,2810.0,670.0,1109.0,624.0,3.25,355000.0,<1H OCEAN +-118.36,34.06,52.0,2130.0,455.0,921.0,395.0,2.9605,500001.0,<1H OCEAN +-118.37,34.06,52.0,843.0,160.0,333.0,151.0,4.5192,446000.0,<1H OCEAN +-118.37,34.06,52.0,1608.0,289.0,630.0,252.0,5.5596,500001.0,<1H OCEAN +-118.38,34.06,28.0,2522.0,616.0,991.0,574.0,3.1475,362500.0,<1H OCEAN +-118.38,34.06,29.0,3946.0,1008.0,1676.0,876.0,2.7824,450000.0,<1H OCEAN +-118.38,34.06,31.0,4345.0,1158.0,1987.0,1070.0,2.8233,310000.0,<1H OCEAN +-118.38,34.06,25.0,2558.0,661.0,1183.0,636.0,3.5556,500000.0,<1H OCEAN +-118.37,34.05,35.0,2457.0,552.0,1159.0,523.0,3.0862,345300.0,<1H OCEAN +-118.37,34.04,52.0,1197.0,231.0,671.0,219.0,3.825,278500.0,<1H OCEAN +-118.37,34.05,48.0,1266.0,234.0,539.0,222.0,4.005,275000.0,<1H OCEAN +-118.37,34.05,41.0,2369.0,544.0,1252.0,522.0,2.9883,296100.0,<1H OCEAN +-118.37,34.06,52.0,2239.0,423.0,832.0,411.0,5.0858,470000.0,<1H OCEAN +-118.37,34.05,52.0,2346.0,437.0,1121.0,400.0,4.0583,444300.0,<1H OCEAN +-118.37,34.05,52.0,1563.0,306.0,776.0,308.0,3.625,440900.0,<1H OCEAN +-118.37,34.06,52.0,2402.0,506.0,878.0,464.0,4.0217,500001.0,<1H OCEAN +-118.36,34.05,48.0,1825.0,404.0,728.0,363.0,3.3824,322600.0,<1H OCEAN +-118.36,34.05,47.0,1424.0,300.0,632.0,278.0,4.0625,295200.0,<1H OCEAN +-118.36,34.05,48.0,1835.0,380.0,956.0,370.0,3.2813,243600.0,<1H OCEAN +-118.36,34.04,49.0,995.0,184.0,462.0,194.0,2.7917,242000.0,<1H OCEAN +-118.36,34.05,45.0,1879.0,395.0,946.0,409.0,3.3333,254700.0,<1H OCEAN +-118.36,34.05,50.0,3518.0,812.0,1724.0,758.0,3.0833,338100.0,<1H OCEAN +-118.38,34.05,52.0,2053.0,480.0,900.0,417.0,3.0707,417900.0,<1H OCEAN +-118.39,34.05,47.0,1621.0,314.0,724.0,311.0,5.7509,474100.0,<1H OCEAN +-118.38,34.05,52.0,1004.0,231.0,590.0,226.0,4.2404,351000.0,<1H OCEAN +-118.38,34.05,52.0,1241.0,210.0,526.0,214.0,4.4191,334100.0,<1H OCEAN +-118.38,34.05,49.0,702.0,,458.0,187.0,4.8958,333600.0,<1H OCEAN +-118.38,34.05,40.0,2352.0,598.0,1133.0,563.0,3.238,287500.0,<1H OCEAN +-118.38,34.05,35.0,3517.0,879.0,1632.0,784.0,3.0956,500001.0,<1H OCEAN +-118.35,34.05,47.0,2815.0,679.0,1533.0,594.0,2.5806,234100.0,<1H OCEAN +-118.35,34.05,44.0,1856.0,493.0,1374.0,469.0,2.0984,158000.0,<1H OCEAN +-118.36,34.05,42.0,1372.0,,674.0,271.0,2.8793,202100.0,<1H OCEAN +-118.36,34.05,45.0,2283.0,,1093.0,475.0,2.5658,252000.0,<1H OCEAN +-118.35,34.05,46.0,2149.0,451.0,905.0,443.0,2.8841,290800.0,<1H OCEAN +-118.34,34.05,50.0,2009.0,419.0,1130.0,402.0,3.1944,213500.0,<1H OCEAN +-118.34,34.05,39.0,975.0,292.0,723.0,285.0,2.2725,140600.0,<1H OCEAN +-118.35,34.05,52.0,1971.0,414.0,1065.0,409.0,3.6435,195800.0,<1H OCEAN +-118.34,34.05,52.0,2194.0,504.0,997.0,438.0,2.6654,259400.0,<1H OCEAN +-118.32,34.04,39.0,2965.0,812.0,2638.0,794.0,2.532,172700.0,<1H OCEAN +-118.32,34.04,39.0,1294.0,330.0,1140.0,313.0,2.2554,165000.0,<1H OCEAN +-118.32,34.04,48.0,1184.0,328.0,953.0,311.0,2.3526,156300.0,<1H OCEAN +-118.33,34.04,31.0,1090.0,251.0,955.0,239.0,2.913,192500.0,<1H OCEAN +-118.33,34.05,46.0,3015.0,795.0,2300.0,725.0,2.0706,268500.0,<1H OCEAN +-118.33,34.04,52.0,2545.0,401.0,1004.0,372.0,3.6373,420000.0,<1H OCEAN +-118.34,34.05,41.0,2099.0,472.0,1369.0,465.0,2.7409,167100.0,<1H OCEAN +-118.34,34.04,35.0,2345.0,607.0,2042.0,565.0,2.5955,139700.0,<1H OCEAN +-118.34,34.04,40.0,2064.0,662.0,2140.0,617.0,2.2254,127100.0,<1H OCEAN +-118.34,34.04,37.0,1466.0,529.0,1835.0,500.0,1.7014,123200.0,<1H OCEAN +-118.35,34.04,36.0,1956.0,601.0,1672.0,546.0,1.8685,150700.0,<1H OCEAN +-118.35,34.04,49.0,1104.0,266.0,668.0,297.0,3.0856,151600.0,<1H OCEAN +-118.35,34.04,45.0,1579.0,357.0,713.0,335.0,2.1711,179200.0,<1H OCEAN +-118.36,34.04,48.0,1769.0,429.0,993.0,405.0,2.3214,139400.0,<1H OCEAN +-118.36,34.04,45.0,1767.0,417.0,1052.0,379.0,3.5161,157000.0,<1H OCEAN +-118.35,34.04,38.0,1626.0,375.0,1019.0,372.0,2.3687,146800.0,<1H OCEAN +-118.36,34.03,43.0,1690.0,379.0,1017.0,359.0,2.1078,133500.0,<1H OCEAN +-118.37,34.03,37.0,1236.0,,966.0,292.0,3.0694,122200.0,<1H OCEAN +-118.36,34.04,34.0,3239.0,806.0,2331.0,765.0,2.0538,125800.0,<1H OCEAN +-118.35,34.04,41.0,1617.0,423.0,1110.0,375.0,2.4635,169400.0,<1H OCEAN +-118.35,34.03,44.0,865.0,208.0,537.0,183.0,1.9,110900.0,<1H OCEAN +-118.35,34.04,45.0,1839.0,459.0,1312.0,460.0,2.5625,138000.0,<1H OCEAN +-118.34,34.04,42.0,1681.0,360.0,987.0,337.0,2.6,171400.0,<1H OCEAN +-118.34,34.03,48.0,1426.0,331.0,784.0,356.0,1.6581,118800.0,<1H OCEAN +-118.34,34.04,42.0,2010.0,494.0,1203.0,427.0,1.9408,134600.0,<1H OCEAN +-118.35,34.03,35.0,1438.0,333.0,794.0,306.0,1.975,138100.0,<1H OCEAN +-118.33,34.04,33.0,1806.0,444.0,1161.0,393.0,2.5927,161500.0,<1H OCEAN +-118.33,34.03,33.0,2314.0,624.0,1714.0,582.0,1.7377,183900.0,<1H OCEAN +-118.33,34.04,48.0,2437.0,443.0,1400.0,426.0,2.628,251100.0,<1H OCEAN +-118.32,34.04,47.0,1989.0,532.0,1430.0,519.0,1.8333,151100.0,<1H OCEAN +-118.32,34.04,42.0,1766.0,404.0,1117.0,367.0,2.0259,168800.0,<1H OCEAN +-118.32,34.04,44.0,1008.0,223.0,544.0,223.0,2.8654,176800.0,<1H OCEAN +-118.32,34.03,35.0,3189.0,935.0,2221.0,801.0,2.1046,114000.0,<1H OCEAN +-118.33,34.03,39.0,2840.0,826.0,1911.0,688.0,1.9018,137500.0,<1H OCEAN +-118.32,34.03,47.0,1082.0,198.0,455.0,193.0,3.0132,223200.0,<1H OCEAN +-118.32,34.03,50.0,1845.0,349.0,1109.0,335.0,2.8971,127800.0,<1H OCEAN +-118.32,34.03,47.0,1734.0,453.0,1272.0,438.0,3.1731,121500.0,<1H OCEAN +-118.32,34.02,52.0,2511.0,587.0,1660.0,546.0,2.6098,127100.0,<1H OCEAN +-118.32,34.02,51.0,2010.0,460.0,1355.0,433.0,2.0304,133400.0,<1H OCEAN +-118.32,34.02,47.0,1648.0,346.0,1120.0,338.0,2.0042,114200.0,<1H OCEAN +-118.33,34.02,45.0,1667.0,399.0,928.0,375.0,1.8783,118200.0,<1H OCEAN +-118.33,34.02,46.0,1528.0,391.0,933.0,366.0,2.1979,125700.0,<1H OCEAN +-118.33,34.03,46.0,2312.0,625.0,1552.0,603.0,1.6429,125000.0,<1H OCEAN +-118.34,34.02,48.0,1614.0,320.0,684.0,318.0,4.2218,181000.0,<1H OCEAN +-118.34,34.02,44.0,2067.0,385.0,1046.0,441.0,3.5357,156900.0,<1H OCEAN +-118.35,34.03,49.0,2334.0,530.0,1334.0,447.0,1.89,124000.0,<1H OCEAN +-118.35,34.03,43.0,2122.0,524.0,1510.0,436.0,2.2273,123300.0,<1H OCEAN +-118.35,34.02,52.0,427.0,92.0,233.0,116.0,3.25,134700.0,<1H OCEAN +-118.35,34.03,42.0,2043.0,512.0,1634.0,501.0,1.9928,125400.0,<1H OCEAN +-118.36,34.03,36.0,1083.0,342.0,1023.0,295.0,2.1324,143800.0,<1H OCEAN +-118.36,34.03,40.0,2323.0,661.0,1847.0,614.0,1.8316,113500.0,<1H OCEAN +-118.36,34.03,38.0,1400.0,376.0,1139.0,315.0,2.2368,120000.0,<1H OCEAN +-118.36,34.03,35.0,1819.0,499.0,1666.0,482.0,1.6452,125900.0,<1H OCEAN +-118.36,34.03,38.0,2365.0,638.0,2259.0,607.0,2.0879,120700.0,<1H OCEAN +-118.37,34.03,43.0,1350.0,287.0,811.0,307.0,3.3636,140900.0,<1H OCEAN +-118.34,34.03,46.0,2437.0,502.0,1151.0,477.0,2.4444,134100.0,<1H OCEAN +-118.34,34.02,49.0,1609.0,371.0,896.0,389.0,2.5156,136600.0,<1H OCEAN +-118.34,34.02,50.0,1172.0,261.0,685.0,260.0,3.1442,130300.0,<1H OCEAN +-118.34,34.03,49.0,1295.0,276.0,765.0,265.0,3.4306,130200.0,<1H OCEAN +-118.34,34.03,47.0,1927.0,561.0,1349.0,508.0,1.3444,125000.0,<1H OCEAN +-118.36,34.02,43.0,1356.0,333.0,796.0,329.0,1.7159,189700.0,<1H OCEAN +-118.37,34.03,41.0,1425.0,285.0,838.0,296.0,3.9732,188400.0,<1H OCEAN +-118.37,34.02,44.0,1944.0,458.0,981.0,377.0,2.6154,193200.0,<1H OCEAN +-118.28,34.05,35.0,1627.0,838.0,3013.0,791.0,1.5565,152500.0,<1H OCEAN +-118.28,34.04,39.0,1155.0,433.0,1857.0,424.0,2.1696,153400.0,<1H OCEAN +-118.29,34.04,41.0,659.0,291.0,1224.0,290.0,2.0817,132500.0,<1H OCEAN +-118.29,34.05,40.0,907.0,349.0,1426.0,323.0,1.8571,143800.0,<1H OCEAN +-118.29,34.04,48.0,1353.0,488.0,1945.0,487.0,2.4359,123700.0,<1H OCEAN +-118.3,34.04,50.0,1757.0,522.0,2080.0,488.0,1.7225,180000.0,<1H OCEAN +-118.3,34.05,51.0,1005.0,314.0,1227.0,306.0,2.4297,162500.0,<1H OCEAN +-118.3,34.05,39.0,993.0,506.0,1765.0,464.0,1.2786,121900.0,<1H OCEAN +-118.31,34.05,38.0,1864.0,515.0,1768.0,439.0,1.9336,190600.0,<1H OCEAN +-118.31,34.05,35.0,2007.0,571.0,1513.0,554.0,2.1162,229200.0,<1H OCEAN +-118.31,34.05,26.0,1809.0,640.0,2543.0,640.0,2.3536,500000.0,<1H OCEAN +-118.31,34.04,33.0,2691.0,726.0,2390.0,681.0,2.4048,208300.0,<1H OCEAN +-118.31,34.04,29.0,2038.0,578.0,2070.0,570.0,2.0658,214600.0,<1H OCEAN +-118.31,34.03,29.0,2438.0,867.0,2114.0,753.0,0.8351,150000.0,<1H OCEAN +-118.32,34.03,31.0,2206.0,501.0,1194.0,435.0,1.9531,227800.0,<1H OCEAN +-118.31,34.04,52.0,1277.0,285.0,954.0,334.0,2.5833,234600.0,<1H OCEAN +-118.3,34.04,24.0,2092.0,585.0,1757.0,538.0,1.7109,175000.0,<1H OCEAN +-118.3,34.04,37.0,1470.0,399.0,1579.0,390.0,2.006,150000.0,<1H OCEAN +-118.31,34.04,37.0,2338.0,686.0,2376.0,630.0,1.767,170300.0,<1H OCEAN +-118.29,34.04,44.0,1941.0,579.0,2049.0,535.0,2.0405,143000.0,<1H OCEAN +-118.3,34.03,41.0,1653.0,426.0,1868.0,393.0,1.78,162500.0,<1H OCEAN +-118.3,34.04,35.0,1090.0,345.0,1605.0,330.0,2.1518,152800.0,<1H OCEAN +-118.29,34.04,31.0,700.0,299.0,1272.0,298.0,2.1542,128100.0,<1H OCEAN +-118.29,34.04,32.0,432.0,182.0,702.0,186.0,2.1471,125000.0,<1H OCEAN +-118.29,34.03,42.0,1680.0,557.0,2099.0,526.0,1.9167,136400.0,<1H OCEAN +-118.28,34.03,45.0,943.0,289.0,953.0,238.0,2.0673,151600.0,<1H OCEAN +-118.29,34.03,42.0,907.0,378.0,822.0,288.0,1.2875,179200.0,<1H OCEAN +-118.29,34.03,29.0,3544.0,1384.0,3323.0,1213.0,1.0219,258300.0,<1H OCEAN +-118.29,34.03,38.0,1501.0,437.0,1777.0,441.0,2.0848,135200.0,<1H OCEAN +-118.29,34.03,22.0,3313.0,1235.0,2381.0,1063.0,0.7473,168800.0,<1H OCEAN +-118.29,34.03,27.0,1084.0,287.0,1085.0,279.0,2.135,119600.0,<1H OCEAN +-118.31,34.03,46.0,2173.0,510.0,1343.0,476.0,2.025,135500.0,<1H OCEAN +-118.31,34.03,52.0,1902.0,406.0,1233.0,385.0,2.8295,132200.0,<1H OCEAN +-118.31,34.02,52.0,1173.0,284.0,814.0,295.0,2.45,111400.0,<1H OCEAN +-118.31,34.02,44.0,1555.0,324.0,931.0,265.0,1.4712,105800.0,<1H OCEAN +-118.31,34.02,45.0,1423.0,278.0,822.0,276.0,2.4519,98100.0,<1H OCEAN +-118.31,34.02,52.0,1832.0,441.0,1186.0,420.0,1.2434,98400.0,<1H OCEAN +-118.3,34.03,47.0,2241.0,559.0,1775.0,504.0,2.1571,147900.0,<1H OCEAN +-118.3,34.03,40.0,1695.0,374.0,1138.0,357.0,2.7125,150000.0,<1H OCEAN +-118.31,34.03,47.0,1315.0,,785.0,245.0,1.23,138400.0,<1H OCEAN +-118.3,34.03,37.0,2781.0,766.0,2586.0,729.0,1.8564,187500.0,<1H OCEAN +-118.31,34.03,34.0,2041.0,517.0,1479.0,495.0,2.1173,156600.0,<1H OCEAN +-118.31,34.02,23.0,1703.0,397.0,1333.0,361.0,1.3187,127100.0,<1H OCEAN +-118.31,34.02,46.0,1976.0,469.0,1409.0,431.0,2.2981,112100.0,<1H OCEAN +-118.3,34.02,49.0,2120.0,483.0,1522.0,416.0,1.85,116800.0,<1H OCEAN +-118.29,34.02,21.0,1641.0,491.0,1526.0,453.0,2.087,141300.0,<1H OCEAN +-118.3,34.02,34.0,3184.0,772.0,2474.0,705.0,1.631,137500.0,<1H OCEAN +-118.3,34.02,31.0,1933.0,478.0,1522.0,423.0,1.5781,119300.0,<1H OCEAN +-118.28,34.02,29.0,515.0,229.0,2690.0,217.0,0.4999,500001.0,<1H OCEAN +-118.27,34.03,50.0,395.0,232.0,948.0,243.0,1.7546,175000.0,<1H OCEAN +-118.27,34.03,51.0,1280.0,422.0,1560.0,381.0,1.7115,125000.0,<1H OCEAN +-118.28,34.04,19.0,460.0,241.0,890.0,229.0,1.6089,162500.0,<1H OCEAN +-118.28,34.04,24.0,1283.0,545.0,1932.0,516.0,1.2969,160200.0,<1H OCEAN +-118.28,34.04,25.0,1582.0,780.0,2390.0,719.0,1.4167,200000.0,<1H OCEAN +-118.28,34.04,20.0,1193.0,454.0,1880.0,453.0,2.1806,180000.0,<1H OCEAN +-118.28,34.05,44.0,1273.0,474.0,1754.0,460.0,1.6037,275000.0,<1H OCEAN +-118.28,34.03,41.0,1933.0,791.0,3121.0,719.0,1.8539,147500.0,<1H OCEAN +-118.28,34.03,40.0,2118.0,796.0,2195.0,658.0,1.7976,164600.0,<1H OCEAN +-118.28,34.04,48.0,1521.0,513.0,1772.0,458.0,2.2232,162500.0,<1H OCEAN +-118.27,34.02,39.0,2004.0,633.0,3050.0,621.0,1.875,127300.0,<1H OCEAN +-118.28,34.02,52.0,281.0,103.0,470.0,96.0,1.9375,38800.0,<1H OCEAN +-118.27,34.02,40.0,561.0,284.0,662.0,205.0,0.9234,187500.0,<1H OCEAN +-118.28,34.03,26.0,2107.0,809.0,2821.0,572.0,0.844,350000.0,<1H OCEAN +-118.28,34.03,25.0,1407.0,550.0,1193.0,472.0,1.2989,225000.0,<1H OCEAN +-118.25,34.02,50.0,180.0,89.0,356.0,76.0,2.1944,158300.0,<1H OCEAN +-118.24,34.03,52.0,142.0,47.0,137.0,45.0,1.8333,312500.0,<1H OCEAN +-118.26,34.03,49.0,299.0,90.0,287.0,68.0,1.2096,100000.0,<1H OCEAN +-118.25,34.03,52.0,1274.0,418.0,1655.0,368.0,2.1905,124000.0,<1H OCEAN +-118.25,34.02,32.0,1375.0,448.0,1698.0,432.0,1.6302,130700.0,<1H OCEAN +-118.26,34.02,38.0,980.0,285.0,1308.0,310.0,1.5652,123100.0,<1H OCEAN +-118.26,34.02,38.0,1091.0,349.0,1786.0,340.0,2.131,136500.0,<1H OCEAN +-118.26,34.02,40.0,1259.0,362.0,1499.0,327.0,1.8382,126400.0,<1H OCEAN +-118.26,34.02,37.0,1551.0,501.0,2173.0,474.0,2.1667,117700.0,<1H OCEAN +-118.26,34.02,48.0,1465.0,440.0,1859.0,400.0,1.3134,96200.0,<1H OCEAN +-118.26,34.02,46.0,1249.0,357.0,1607.0,331.0,2.0703,114800.0,<1H OCEAN +-118.26,34.02,41.0,848.0,323.0,1428.0,313.0,1.5603,109600.0,<1H OCEAN +-118.26,34.02,39.0,698.0,232.0,1046.0,228.0,2.2356,119500.0,<1H OCEAN +-118.25,34.02,35.0,1368.0,486.0,2239.0,461.0,1.913,114300.0,<1H OCEAN +-118.25,34.02,33.0,1676.0,525.0,2564.0,515.0,2.1957,100800.0,<1H OCEAN +-118.25,34.01,28.0,481.0,136.0,596.0,128.0,1.2396,90300.0,<1H OCEAN +-118.25,34.02,32.0,1311.0,410.0,1792.0,396.0,2.3304,119900.0,<1H OCEAN +-118.24,34.02,48.0,542.0,150.0,571.0,114.0,1.8485,90600.0,<1H OCEAN +-118.24,34.01,48.0,396.0,99.0,485.0,110.0,2.375,107500.0,<1H OCEAN +-118.24,34.01,43.0,1456.0,444.0,2098.0,433.0,1.8929,99200.0,<1H OCEAN +-118.25,34.01,31.0,1301.0,403.0,1952.0,377.0,2.1466,100800.0,<1H OCEAN +-118.24,34.01,30.0,405.0,86.0,376.0,68.0,1.7813,127500.0,<1H OCEAN +-118.25,34.01,45.0,782.0,270.0,1030.0,235.0,1.0898,93400.0,<1H OCEAN +-118.25,34.01,36.0,879.0,262.0,1034.0,236.0,1.2857,99300.0,<1H OCEAN +-118.25,34.01,43.0,1429.0,386.0,1412.0,354.0,1.3287,107200.0,<1H OCEAN +-118.25,34.01,43.0,1575.0,475.0,1980.0,469.0,1.7425,100500.0,<1H OCEAN +-118.25,34.01,30.0,962.0,291.0,1280.0,263.0,1.4464,110200.0,<1H OCEAN +-118.26,34.01,38.0,697.0,208.0,749.0,206.0,1.4653,118800.0,<1H OCEAN +-118.26,34.01,47.0,1269.0,323.0,1628.0,325.0,1.5089,115800.0,<1H OCEAN +-118.26,34.01,37.0,2451.0,668.0,2824.0,598.0,1.9074,99600.0,<1H OCEAN +-118.27,34.01,42.0,990.0,289.0,1167.0,281.0,1.4524,126800.0,<1H OCEAN +-118.26,34.01,46.0,879.0,253.0,1010.0,221.0,2.1776,118300.0,<1H OCEAN +-118.27,34.02,21.0,1314.0,375.0,1505.0,366.0,2.319,97200.0,<1H OCEAN +-118.27,34.01,35.0,1193.0,355.0,1784.0,341.0,1.8652,116100.0,<1H OCEAN +-118.27,34.01,35.0,1672.0,556.0,2106.0,519.0,1.2206,129200.0,<1H OCEAN +-118.27,34.01,47.0,921.0,264.0,881.0,221.0,1.4327,114100.0,<1H OCEAN +-118.27,34.01,43.0,1235.0,385.0,1745.0,372.0,2.0817,113300.0,<1H OCEAN +-118.27,34.0,46.0,1748.0,428.0,1707.0,409.0,2.148,103800.0,<1H OCEAN +-118.27,34.0,48.0,1869.0,461.0,1834.0,441.0,1.7052,107400.0,<1H OCEAN +-118.27,34.0,47.0,780.0,237.0,888.0,215.0,1.75,95800.0,<1H OCEAN +-118.26,34.01,43.0,2179.0,682.0,2624.0,609.0,1.8641,108200.0,<1H OCEAN +-118.26,34.0,41.0,1733.0,492.0,1776.0,453.0,1.6221,104200.0,<1H OCEAN +-118.25,34.0,36.0,1033.0,267.0,1112.0,229.0,1.7237,105800.0,<1H OCEAN +-118.25,34.0,36.0,1176.0,309.0,1267.0,292.0,1.6382,105000.0,<1H OCEAN +-118.25,34.0,32.0,1218.0,342.0,1292.0,304.0,1.5781,102900.0,<1H OCEAN +-118.25,34.0,41.0,1768.0,475.0,1721.0,474.0,1.303,90400.0,<1H OCEAN +-118.25,34.0,34.0,1905.0,552.0,2194.0,521.0,1.4792,95800.0,<1H OCEAN +-118.24,34.0,23.0,588.0,157.0,716.0,173.0,1.2056,87500.0,<1H OCEAN +-118.24,34.0,43.0,863.0,206.0,788.0,187.0,0.9463,95000.0,<1H OCEAN +-118.25,34.0,29.0,1419.0,363.0,1696.0,317.0,2.2813,101300.0,<1H OCEAN +-118.24,34.0,38.0,1715.0,414.0,1714.0,389.0,1.7132,108200.0,<1H OCEAN +-118.24,33.99,44.0,448.0,116.0,504.0,96.0,1.875,98600.0,<1H OCEAN +-118.24,33.99,41.0,1425.0,372.0,1803.0,353.0,1.6731,88200.0,<1H OCEAN +-118.25,33.99,42.0,2261.0,574.0,2496.0,527.0,1.5556,98500.0,<1H OCEAN +-118.25,33.99,39.0,1274.0,319.0,1362.0,324.0,2.1793,107900.0,<1H OCEAN +-118.26,34.0,27.0,1611.0,479.0,1457.0,458.0,0.8941,91900.0,<1H OCEAN +-118.26,34.0,37.0,2615.0,697.0,2484.0,630.0,1.9208,103400.0,<1H OCEAN +-118.27,34.0,40.0,2099.0,599.0,2311.0,529.0,1.852,101500.0,<1H OCEAN +-118.27,34.0,43.0,1638.0,434.0,1213.0,390.0,1.3403,110800.0,<1H OCEAN +-118.27,34.0,43.0,1258.0,381.0,1276.0,358.0,1.8917,106900.0,<1H OCEAN +-118.26,33.99,47.0,1865.0,465.0,1916.0,438.0,1.8242,95000.0,<1H OCEAN +-118.26,33.99,36.0,2016.0,505.0,1807.0,464.0,1.6901,103500.0,<1H OCEAN +-118.27,33.99,30.0,504.0,140.0,529.0,123.0,1.9531,100000.0,<1H OCEAN +-118.27,33.99,35.0,932.0,294.0,1153.0,282.0,1.4886,100000.0,<1H OCEAN +-118.27,33.99,38.0,1407.0,447.0,1783.0,402.0,1.8086,97100.0,<1H OCEAN +-118.28,34.01,46.0,441.0,167.0,621.0,144.0,1.8824,162500.0,<1H OCEAN +-118.28,34.02,46.0,1098.0,426.0,1510.0,374.0,2.1382,156300.0,<1H OCEAN +-118.29,34.01,40.0,885.0,312.0,799.0,221.0,1.1667,143800.0,<1H OCEAN +-118.3,34.01,48.0,4217.0,1095.0,3298.0,949.0,1.9152,122300.0,<1H OCEAN +-118.3,34.02,27.0,2190.0,626.0,1768.0,528.0,1.2446,103800.0,<1H OCEAN +-118.29,34.02,26.0,2001.0,582.0,2044.0,557.0,1.1563,118800.0,<1H OCEAN +-118.3,34.02,42.0,2386.0,670.0,2327.0,661.0,1.6699,108000.0,<1H OCEAN +-118.3,34.01,35.0,1147.0,290.0,818.0,281.0,1.7961,111700.0,<1H OCEAN +-118.31,34.01,50.0,1463.0,354.0,912.0,293.0,1.7386,109400.0,<1H OCEAN +-118.31,34.02,41.0,1046.0,216.0,727.0,201.0,1.6667,116900.0,<1H OCEAN +-118.31,34.02,43.0,2255.0,533.0,1568.0,470.0,1.6955,115200.0,<1H OCEAN +-118.31,34.01,39.0,2073.0,566.0,1246.0,547.0,2.0417,117100.0,<1H OCEAN +-118.31,34.02,46.0,2217.0,489.0,1227.0,448.0,1.6851,108800.0,<1H OCEAN +-118.31,34.01,48.0,2544.0,532.0,1357.0,498.0,2.5263,121000.0,<1H OCEAN +-118.31,34.01,52.0,2547.0,475.0,1417.0,444.0,1.8214,123200.0,<1H OCEAN +-118.31,34.01,52.0,1793.0,350.0,1303.0,366.0,3.0759,123700.0,<1H OCEAN +-118.29,34.01,42.0,814.0,223.0,511.0,188.0,2.3942,123200.0,<1H OCEAN +-118.29,34.01,50.0,2238.0,673.0,2247.0,583.0,1.6505,125000.0,<1H OCEAN +-118.3,34.0,52.0,1743.0,421.0,1206.0,384.0,1.6875,116000.0,<1H OCEAN +-118.3,34.01,52.0,1908.0,428.0,1271.0,394.0,2.5885,136200.0,<1H OCEAN +-118.3,34.01,52.0,1444.0,343.0,1154.0,334.0,2.0625,134400.0,<1H OCEAN +-118.28,34.01,34.0,2305.0,775.0,2450.0,740.0,1.7143,132000.0,<1H OCEAN +-118.28,34.0,46.0,1650.0,463.0,1992.0,458.0,2.3403,114100.0,<1H OCEAN +-118.29,34.0,6.0,1487.0,468.0,1509.0,403.0,1.4639,112500.0,<1H OCEAN +-118.29,34.01,39.0,751.0,207.0,1010.0,231.0,1.6036,137500.0,<1H OCEAN +-118.29,34.01,30.0,1385.0,518.0,1730.0,472.0,1.0539,142500.0,<1H OCEAN +-118.28,34.01,50.0,2601.0,794.0,3080.0,770.0,1.8656,122900.0,<1H OCEAN +-118.28,34.0,43.0,713.0,245.0,880.0,237.0,1.2065,103600.0,<1H OCEAN +-118.28,34.01,52.0,795.0,308.0,1118.0,275.0,1.2175,131300.0,<1H OCEAN +-118.28,34.01,48.0,483.0,190.0,775.0,188.0,2.3309,126600.0,<1H OCEAN +-118.28,34.0,38.0,3335.0,921.0,3612.0,887.0,2.125,118800.0,<1H OCEAN +-118.28,34.0,42.0,1534.0,417.0,1295.0,380.0,2.0938,119200.0,<1H OCEAN +-118.28,34.0,42.0,855.0,284.0,890.0,247.0,1.2778,112500.0,<1H OCEAN +-118.28,34.0,44.0,2636.0,725.0,2182.0,651.0,1.432,124000.0,<1H OCEAN +-118.28,34.0,48.0,1514.0,376.0,1353.0,344.0,2.1607,96100.0,<1H OCEAN +-118.29,34.0,44.0,1753.0,387.0,1165.0,380.0,2.1354,105800.0,<1H OCEAN +-118.29,34.0,41.0,1807.0,493.0,1731.0,471.0,1.2347,111700.0,<1H OCEAN +-118.29,34.0,52.0,1319.0,295.0,898.0,271.0,2.7727,128600.0,<1H OCEAN +-118.3,34.0,40.0,1131.0,281.0,859.0,230.0,1.1806,134600.0,<1H OCEAN +-118.3,34.0,52.0,1420.0,355.0,1080.0,353.0,1.5179,116100.0,<1H OCEAN +-118.29,34.0,52.0,2579.0,494.0,1558.0,458.0,2.0809,109600.0,<1H OCEAN +-118.3,34.0,52.0,1686.0,377.0,982.0,356.0,2.0958,116400.0,<1H OCEAN +-118.3,34.0,52.0,1296.0,246.0,853.0,238.0,3.05,111600.0,<1H OCEAN +-118.31,34.0,52.0,1542.0,309.0,939.0,276.0,1.6892,129100.0,<1H OCEAN +-118.3,34.0,52.0,1718.0,354.0,1026.0,312.0,2.0,128000.0,<1H OCEAN +-118.31,34.0,52.0,1630.0,379.0,1413.0,405.0,1.933,120000.0,<1H OCEAN +-118.31,34.0,52.0,2709.0,642.0,1751.0,613.0,2.1116,122500.0,<1H OCEAN +-118.31,34.0,47.0,1551.0,362.0,1329.0,322.0,1.9792,116400.0,<1H OCEAN +-118.31,33.99,48.0,2235.0,433.0,1363.0,433.0,1.6559,101400.0,<1H OCEAN +-118.31,33.99,47.0,1525.0,359.0,982.0,333.0,2.0915,126600.0,<1H OCEAN +-118.31,33.99,45.0,1489.0,339.0,791.0,316.0,2.2339,104800.0,<1H OCEAN +-118.31,33.99,44.0,1703.0,358.0,789.0,249.0,1.7083,100000.0,<1H OCEAN +-118.29,33.99,46.0,2608.0,636.0,1766.0,596.0,1.5846,114800.0,<1H OCEAN +-118.3,33.99,47.0,2637.0,588.0,1903.0,521.0,1.8317,96500.0,<1H OCEAN +-118.3,33.99,47.0,2212.0,533.0,1903.0,554.0,1.9853,101100.0,<1H OCEAN +-118.28,33.99,46.0,2577.0,703.0,2446.0,687.0,1.275,98300.0,<1H OCEAN +-118.29,33.99,46.0,2198.0,530.0,2067.0,497.0,2.0542,103400.0,<1H OCEAN +-118.28,33.99,52.0,1283.0,342.0,1363.0,329.0,2.5848,101900.0,<1H OCEAN +-118.28,33.99,49.0,2174.0,481.0,1861.0,484.0,1.7159,95000.0,<1H OCEAN +-118.28,33.99,46.0,1211.0,321.0,1153.0,282.0,1.7849,99300.0,<1H OCEAN +-118.32,34.01,52.0,3104.0,645.0,1498.0,581.0,2.6667,128000.0,<1H OCEAN +-118.32,34.02,50.0,1655.0,256.0,672.0,260.0,4.2554,194300.0,<1H OCEAN +-118.32,34.02,48.0,1949.0,308.0,823.0,340.0,3.3906,189700.0,<1H OCEAN +-118.32,34.01,50.0,1842.0,377.0,817.0,341.0,3.1548,157700.0,<1H OCEAN +-118.32,34.01,47.0,1745.0,371.0,1079.0,368.0,2.4022,123400.0,<1H OCEAN +-118.33,34.02,46.0,2223.0,361.0,968.0,373.0,4.26,182600.0,<1H OCEAN +-118.33,34.01,47.0,1320.0,259.0,653.0,291.0,3.7727,193000.0,<1H OCEAN +-118.33,34.02,42.0,2043.0,378.0,869.0,416.0,3.5,181100.0,<1H OCEAN +-118.32,34.01,44.0,4032.0,913.0,1622.0,848.0,2.4934,165800.0,<1H OCEAN +-118.33,34.01,43.0,2227.0,564.0,956.0,472.0,2.0217,187500.0,<1H OCEAN +-118.33,34.01,44.0,1762.0,463.0,786.0,445.0,1.9231,188500.0,<1H OCEAN +-118.33,34.01,44.0,2182.0,492.0,878.0,493.0,1.9631,181300.0,<1H OCEAN +-118.32,34.0,50.0,3250.0,693.0,2300.0,675.0,1.95,112600.0,<1H OCEAN +-118.32,34.0,50.0,2189.0,460.0,1097.0,469.0,2.4583,120900.0,<1H OCEAN +-118.33,34.0,47.0,1671.0,388.0,895.0,317.0,2.2054,121500.0,<1H OCEAN +-118.33,34.0,47.0,825.0,187.0,416.0,173.0,2.3333,133300.0,<1H OCEAN +-118.33,34.0,24.0,873.0,320.0,529.0,308.0,0.9304,151600.0,<1H OCEAN +-118.32,33.99,43.0,2028.0,479.0,1074.0,394.0,2.5909,98700.0,<1H OCEAN +-118.32,33.99,49.0,1407.0,269.0,889.0,283.0,1.9779,114200.0,<1H OCEAN +-118.33,33.99,44.0,1918.0,387.0,1041.0,364.0,2.8542,126500.0,<1H OCEAN +-118.33,33.99,46.0,1582.0,315.0,777.0,286.0,3.2083,149600.0,<1H OCEAN +-118.34,33.99,48.0,2009.0,335.0,919.0,297.0,4.8125,170500.0,<1H OCEAN +-118.32,33.99,48.0,1260.0,284.0,791.0,280.0,2.1875,115200.0,<1H OCEAN +-118.32,33.99,43.0,1257.0,232.0,735.0,232.0,3.7167,108900.0,<1H OCEAN +-118.33,33.99,43.0,2224.0,550.0,1598.0,545.0,2.8274,122500.0,<1H OCEAN +-118.34,33.99,46.0,1217.0,322.0,662.0,305.0,3.1731,140300.0,<1H OCEAN +-118.32,33.98,47.0,949.0,210.0,574.0,217.0,2.175,114700.0,<1H OCEAN +-118.32,33.98,40.0,1298.0,277.0,791.0,255.0,3.2344,104300.0,<1H OCEAN +-118.32,33.98,47.0,1528.0,331.0,864.0,308.0,1.9732,101000.0,<1H OCEAN +-118.32,33.98,46.0,1611.0,339.0,921.0,314.0,3.0833,103300.0,<1H OCEAN +-118.33,33.98,28.0,3889.0,1199.0,3121.0,1046.0,1.8806,113900.0,<1H OCEAN +-118.33,33.98,32.0,1784.0,489.0,1472.0,476.0,1.6477,108900.0,<1H OCEAN +-118.33,33.98,38.0,3063.0,796.0,2153.0,721.0,1.8472,149100.0,<1H OCEAN +-118.34,33.99,48.0,2225.0,433.0,1170.0,401.0,2.9643,140400.0,<1H OCEAN +-118.34,33.98,46.0,2126.0,409.0,1292.0,414.0,2.9315,149000.0,<1H OCEAN +-118.35,33.99,47.0,2183.0,380.0,927.0,371.0,4.9531,180100.0,<1H OCEAN +-118.35,33.98,47.0,2512.0,461.0,1082.0,426.0,3.8235,207600.0,<1H OCEAN +-118.34,33.99,34.0,397.0,132.0,250.0,121.0,1.675,166700.0,<1H OCEAN +-118.32,33.98,44.0,1448.0,314.0,861.0,310.0,2.2396,108600.0,<1H OCEAN +-118.32,33.97,52.0,1778.0,320.0,795.0,279.0,3.5114,138800.0,<1H OCEAN +-118.32,33.98,49.0,1412.0,333.0,901.0,328.0,1.7067,118600.0,<1H OCEAN +-118.33,33.98,30.0,3112.0,931.0,2739.0,841.0,1.6531,118500.0,<1H OCEAN +-118.33,33.97,44.0,2526.0,579.0,1423.0,573.0,2.5363,158800.0,<1H OCEAN +-118.33,33.97,47.0,1830.0,369.0,922.0,377.0,4.1635,156400.0,<1H OCEAN +-118.36,34.02,46.0,3745.0,798.0,1502.0,808.0,3.8643,195800.0,<1H OCEAN +-118.36,34.01,33.0,3140.0,466.0,1214.0,464.0,6.5044,350400.0,<1H OCEAN +-118.37,34.02,33.0,2263.0,430.0,900.0,382.0,4.4028,246800.0,<1H OCEAN +-118.38,34.02,31.0,1893.0,450.0,819.0,426.0,4.3077,140600.0,<1H OCEAN +-118.33,34.02,11.0,1249.0,313.0,625.0,336.0,0.8702,170500.0,<1H OCEAN +-118.34,34.01,35.0,1359.0,359.0,655.0,341.0,2.5568,312500.0,<1H OCEAN +-118.34,34.01,37.0,4291.0,1102.0,1941.0,953.0,1.7945,106300.0,<1H OCEAN +-118.34,34.01,38.0,2318.0,735.0,1407.0,702.0,1.6187,266700.0,<1H OCEAN +-118.34,34.02,44.0,1527.0,246.0,608.0,245.0,4.0357,187800.0,<1H OCEAN +-118.35,34.02,34.0,3978.0,1073.0,2725.0,1035.0,1.7622,167900.0,<1H OCEAN +-118.35,34.02,34.0,5218.0,1576.0,3538.0,1371.0,1.5143,118800.0,<1H OCEAN +-118.35,34.02,27.0,3358.0,1069.0,2415.0,956.0,1.4589,87500.0,<1H OCEAN +-118.35,34.01,33.0,3246.0,601.0,1585.0,603.0,3.6629,353200.0,<1H OCEAN +-118.35,34.01,35.0,3776.0,,1583.0,749.0,3.5486,332100.0,<1H OCEAN +-118.35,34.0,28.0,3085.0,621.0,1162.0,558.0,3.25,301000.0,<1H OCEAN +-118.28,33.99,35.0,1138.0,304.0,1128.0,311.0,1.8818,100000.0,<1H OCEAN +-118.28,33.99,37.0,1971.0,513.0,1673.0,464.0,1.4625,103000.0,<1H OCEAN +-118.29,33.99,39.0,979.0,235.0,857.0,236.0,2.5547,108900.0,<1H OCEAN +-118.29,33.98,41.0,1582.0,416.0,1422.0,370.0,1.0516,108300.0,<1H OCEAN +-118.29,33.99,43.0,1902.0,398.0,1153.0,363.0,1.9375,112900.0,<1H OCEAN +-118.3,33.99,44.0,1458.0,326.0,1159.0,283.0,1.1645,98200.0,<1H OCEAN +-118.3,33.99,43.0,1534.0,384.0,1231.0,329.0,2.5437,94500.0,<1H OCEAN +-118.3,33.98,44.0,1597.0,388.0,902.0,321.0,1.9556,93300.0,<1H OCEAN +-118.3,33.99,45.0,1701.0,452.0,1484.0,427.0,1.84,91400.0,<1H OCEAN +-118.31,33.98,44.0,222.0,54.0,234.0,77.0,5.1136,111700.0,<1H OCEAN +-118.31,33.99,49.0,857.0,196.0,694.0,228.0,2.895,108000.0,<1H OCEAN +-118.31,33.98,52.0,1837.0,426.0,1062.0,343.0,2.0,96500.0,<1H OCEAN +-118.31,33.98,52.0,1607.0,331.0,900.0,295.0,3.5982,96600.0,<1H OCEAN +-118.31,33.98,50.0,1985.0,454.0,1090.0,410.0,1.825,106600.0,<1H OCEAN +-118.31,33.98,52.0,1975.0,379.0,1043.0,371.0,2.3977,112200.0,<1H OCEAN +-118.32,33.98,49.0,1993.0,446.0,1052.0,394.0,2.2138,119800.0,<1H OCEAN +-118.29,33.98,44.0,2261.0,555.0,1348.0,455.0,1.9125,97200.0,<1H OCEAN +-118.29,33.98,48.0,1124.0,231.0,783.0,223.0,3.4444,93100.0,<1H OCEAN +-118.3,33.98,52.0,1371.0,315.0,986.0,277.0,2.9432,94000.0,<1H OCEAN +-118.3,33.98,48.0,2010.0,445.0,1208.0,404.0,1.6611,95800.0,<1H OCEAN +-118.3,33.98,48.0,1998.0,410.0,1176.0,382.0,3.0455,102400.0,<1H OCEAN +-118.3,33.98,44.0,1242.0,270.0,811.0,274.0,2.9375,95200.0,<1H OCEAN +-118.29,33.98,42.0,2833.0,768.0,2542.0,725.0,1.3479,100000.0,<1H OCEAN +-118.29,33.98,46.0,1118.0,300.0,786.0,254.0,1.4042,110000.0,<1H OCEAN +-118.28,33.98,39.0,1306.0,345.0,1332.0,331.0,1.9564,92200.0,<1H OCEAN +-118.28,33.98,47.0,865.0,193.0,782.0,217.0,2.2411,93000.0,<1H OCEAN +-118.28,33.98,45.0,1720.0,416.0,1382.0,365.0,0.9337,92300.0,<1H OCEAN +-118.28,33.98,19.0,883.0,313.0,726.0,277.0,0.9809,121400.0,<1H OCEAN +-118.29,33.98,30.0,1162.0,318.0,1207.0,289.0,1.223,100000.0,<1H OCEAN +-118.28,33.97,31.0,1068.0,271.0,1091.0,281.0,1.689,102600.0,<1H OCEAN +-118.28,33.97,31.0,2017.0,566.0,2063.0,521.0,1.9219,107000.0,<1H OCEAN +-118.28,33.97,35.0,2305.0,634.0,1978.0,568.0,1.375,100000.0,<1H OCEAN +-118.29,33.97,43.0,2660.0,672.0,2133.0,588.0,1.7734,107300.0,<1H OCEAN +-118.3,33.97,46.0,1425.0,317.0,1140.0,304.0,3.375,98500.0,<1H OCEAN +-118.3,33.97,44.0,1521.0,289.0,1074.0,285.0,2.0673,99800.0,<1H OCEAN +-118.3,33.97,42.0,944.0,200.0,567.0,190.0,2.6311,124100.0,<1H OCEAN +-118.3,33.97,50.0,2270.0,451.0,1000.0,412.0,2.1221,119400.0,<1H OCEAN +-118.31,33.97,52.0,1595.0,325.0,823.0,302.0,3.2188,124200.0,<1H OCEAN +-118.31,33.97,47.0,2066.0,422.0,1156.0,380.0,2.7917,125800.0,<1H OCEAN +-118.31,33.97,52.0,1629.0,277.0,819.0,288.0,3.725,142600.0,<1H OCEAN +-118.31,33.97,48.0,1541.0,314.0,819.0,312.0,3.0917,136100.0,<1H OCEAN +-118.31,33.94,41.0,1353.0,286.0,751.0,250.0,2.7401,131700.0,<1H OCEAN +-118.3,33.95,50.0,1843.0,326.0,892.0,314.0,3.1346,120000.0,<1H OCEAN +-118.31,33.95,43.0,1823.0,358.0,1065.0,342.0,3.2708,131000.0,<1H OCEAN +-118.31,33.95,44.0,1558.0,333.0,1095.0,316.0,4.0043,133500.0,<1H OCEAN +-118.31,33.95,44.0,2490.0,430.0,1305.0,411.0,4.8295,149600.0,<1H OCEAN +-118.31,33.94,43.0,2104.0,393.0,1132.0,394.0,3.0682,142000.0,<1H OCEAN +-118.31,33.96,43.0,2118.0,569.0,1266.0,500.0,1.747,121000.0,<1H OCEAN +-118.31,33.96,43.0,2149.0,493.0,1316.0,462.0,1.528,131800.0,<1H OCEAN +-118.31,33.96,46.0,1686.0,303.0,870.0,320.0,3.4643,136300.0,<1H OCEAN +-118.31,33.96,48.0,2015.0,356.0,1020.0,338.0,4.0625,138700.0,<1H OCEAN +-118.29,33.97,48.0,3139.0,587.0,1319.0,506.0,3.5208,134200.0,<1H OCEAN +-118.29,33.96,36.0,1717.0,417.0,902.0,368.0,1.4868,113200.0,<1H OCEAN +-118.3,33.96,43.0,2009.0,442.0,1095.0,439.0,2.8299,109500.0,<1H OCEAN +-118.3,33.96,39.0,2802.0,618.0,1524.0,529.0,2.6518,136300.0,<1H OCEAN +-118.28,33.96,41.0,1175.0,340.0,1241.0,352.0,1.2273,98400.0,<1H OCEAN +-118.28,33.96,34.0,2074.0,562.0,1913.0,514.0,1.6156,102100.0,<1H OCEAN +-118.28,33.97,34.0,2771.0,802.0,2782.0,715.0,1.6652,99000.0,<1H OCEAN +-118.29,33.96,31.0,4022.0,1208.0,3707.0,1007.0,1.3096,116300.0,<1H OCEAN +-118.3,33.96,47.0,2112.0,417.0,1161.0,368.0,3.9722,117400.0,<1H OCEAN +-118.31,33.96,52.0,2523.0,460.0,1167.0,413.0,3.0625,127400.0,<1H OCEAN +-118.31,33.96,47.0,1586.0,322.0,1077.0,339.0,4.4861,140400.0,<1H OCEAN +-118.31,33.96,47.0,2005.0,392.0,1134.0,415.0,3.7143,140300.0,<1H OCEAN +-118.26,33.99,30.0,1702.0,443.0,1966.0,442.0,1.5521,97500.0,<1H OCEAN +-118.27,33.98,30.0,1966.0,584.0,2028.0,535.0,1.625,101500.0,<1H OCEAN +-118.28,33.99,38.0,1454.0,323.0,1098.0,297.0,1.5109,104000.0,<1H OCEAN +-118.27,33.99,41.0,656.0,162.0,730.0,170.0,1.8047,101800.0,<1H OCEAN +-118.28,33.98,43.0,1240.0,312.0,1100.0,311.0,1.575,97500.0,<1H OCEAN +-118.27,33.98,45.0,1696.0,424.0,1502.0,429.0,1.3042,99200.0,<1H OCEAN +-118.27,33.98,39.0,2062.0,588.0,1933.0,570.0,1.3801,97000.0,<1H OCEAN +-118.27,33.98,44.0,1722.0,457.0,2177.0,401.0,2.125,92500.0,<1H OCEAN +-118.26,33.98,43.0,762.0,206.0,854.0,188.0,1.2315,98200.0,<1H OCEAN +-118.26,33.97,46.0,1295.0,351.0,1120.0,323.0,1.7121,98200.0,<1H OCEAN +-118.26,33.97,44.0,1246.0,308.0,1031.0,295.0,1.9556,96300.0,<1H OCEAN +-118.26,33.97,46.0,1521.0,352.0,1100.0,334.0,1.55,100600.0,<1H OCEAN +-118.26,33.97,46.0,1086.0,249.0,880.0,250.0,1.5962,95700.0,<1H OCEAN +-118.27,33.97,45.0,1546.0,371.0,1186.0,366.0,1.64,96800.0,<1H OCEAN +-118.28,33.97,40.0,2180.0,642.0,2464.0,631.0,1.5521,90100.0,<1H OCEAN +-118.27,33.97,39.0,2569.0,688.0,2601.0,630.0,2.0754,101400.0,<1H OCEAN +-118.28,33.97,38.0,1819.0,497.0,2110.0,499.0,1.6027,97300.0,<1H OCEAN +-118.27,33.96,38.0,977.0,295.0,1073.0,292.0,1.0208,86400.0,<1H OCEAN +-118.27,33.96,42.0,796.0,203.0,697.0,177.0,2.037,92600.0,<1H OCEAN +-118.28,33.96,37.0,1812.0,500.0,1640.0,447.0,1.9348,99100.0,<1H OCEAN +-118.26,33.97,47.0,1504.0,374.0,1168.0,358.0,1.4625,94200.0,<1H OCEAN +-118.26,33.96,40.0,1475.0,347.0,1222.0,298.0,1.5303,95300.0,<1H OCEAN +-118.26,33.96,39.0,1255.0,323.0,902.0,327.0,1.5812,94000.0,<1H OCEAN +-118.26,33.97,52.0,1331.0,346.0,1144.0,362.0,1.5326,90600.0,<1H OCEAN +-118.27,33.97,34.0,1462.0,394.0,1310.0,351.0,1.1557,90100.0,<1H OCEAN +-118.27,33.96,38.0,1126.0,270.0,999.0,265.0,0.5495,91700.0,<1H OCEAN +-118.27,33.96,34.0,1040.0,276.0,1083.0,255.0,1.6467,90900.0,<1H OCEAN +-118.27,33.95,39.0,1529.0,358.0,1154.0,357.0,1.2091,97900.0,<1H OCEAN +-118.26,33.95,38.0,1387.0,346.0,1240.0,355.0,1.6898,95100.0,<1H OCEAN +-118.26,33.95,44.0,1513.0,369.0,1088.0,344.0,1.2969,94400.0,<1H OCEAN +-118.26,33.96,39.0,1542.0,375.0,1256.0,361.0,1.7167,100000.0,<1H OCEAN +-118.26,33.96,37.0,1625.0,383.0,1243.0,350.0,1.3971,89800.0,<1H OCEAN +-118.28,33.96,42.0,1604.0,399.0,1581.0,387.0,1.7656,96700.0,<1H OCEAN +-118.28,33.95,40.0,2044.0,538.0,2150.0,524.0,2.1437,94800.0,<1H OCEAN +-118.28,33.96,42.0,1206.0,304.0,1167.0,250.0,1.615,101300.0,<1H OCEAN +-118.28,33.96,39.0,882.0,221.0,697.0,189.0,1.8472,99100.0,<1H OCEAN +-118.28,33.96,23.0,1983.0,611.0,2048.0,600.0,1.5313,91400.0,<1H OCEAN +-118.29,33.95,35.0,1401.0,362.0,1357.0,327.0,2.0917,99300.0,<1H OCEAN +-118.29,33.95,32.0,721.0,205.0,842.0,208.0,1.6029,89700.0,<1H OCEAN +-118.29,33.96,39.0,1340.0,409.0,1463.0,367.0,1.5294,111400.0,<1H OCEAN +-118.29,33.95,40.0,2808.0,695.0,2357.0,627.0,1.9655,102300.0,<1H OCEAN +-118.29,33.95,39.0,1701.0,428.0,1468.0,411.0,1.9702,93200.0,<1H OCEAN +-118.28,33.94,43.0,1201.0,292.0,840.0,252.0,2.7917,105600.0,<1H OCEAN +-118.29,33.94,34.0,1089.0,278.0,995.0,315.0,2.3352,107700.0,<1H OCEAN +-118.27,33.95,35.0,2073.0,494.0,1753.0,490.0,1.5,93600.0,<1H OCEAN +-118.27,33.95,43.0,1156.0,291.0,1074.0,299.0,1.8814,94900.0,<1H OCEAN +-118.27,33.94,30.0,1041.0,275.0,877.0,270.0,1.5268,91600.0,<1H OCEAN +-118.28,33.94,38.0,637.0,204.0,679.0,162.0,1.5714,89700.0,<1H OCEAN +-118.28,33.95,41.0,835.0,208.0,707.0,192.0,1.4103,86200.0,<1H OCEAN +-118.27,33.95,40.0,935.0,226.0,818.0,236.0,1.8798,101300.0,<1H OCEAN +-118.27,33.95,34.0,987.0,248.0,902.0,221.0,2.3365,98000.0,<1H OCEAN +-118.27,33.95,34.0,1261.0,315.0,1027.0,303.0,2.2946,88800.0,<1H OCEAN +-118.27,33.95,29.0,1579.0,351.0,1056.0,322.0,2.3056,98500.0,<1H OCEAN +-118.25,33.95,35.0,1405.0,326.0,1086.0,273.0,1.0375,89800.0,<1H OCEAN +-118.26,33.94,45.0,1080.0,218.0,850.0,237.0,2.25,93400.0,<1H OCEAN +-118.26,33.95,44.0,1771.0,378.0,1296.0,399.0,1.6389,96700.0,<1H OCEAN +-118.26,33.95,44.0,1481.0,329.0,999.0,315.0,1.5147,94600.0,<1H OCEAN +-118.26,33.94,44.0,1103.0,265.0,760.0,247.0,1.6887,99600.0,<1H OCEAN +-118.25,33.94,37.0,1002.0,270.0,1092.0,273.0,1.6333,94500.0,<1H OCEAN +-118.26,33.94,41.0,1510.0,410.0,1408.0,389.0,1.65,94200.0,<1H OCEAN +-118.27,33.94,38.0,1314.0,318.0,1080.0,285.0,1.5872,89800.0,<1H OCEAN +-118.26,33.94,44.0,795.0,181.0,716.0,167.0,2.0,90300.0,<1H OCEAN +-118.26,33.93,35.0,1562.0,403.0,1587.0,406.0,1.4917,93200.0,<1H OCEAN +-118.27,33.93,41.0,570.0,135.0,466.0,121.0,2.6458,91300.0,<1H OCEAN +-118.27,33.94,34.0,721.0,165.0,661.0,171.0,2.0789,92400.0,<1H OCEAN +-118.27,33.94,37.0,973.0,221.0,842.0,178.0,1.6645,94900.0,<1H OCEAN +-118.27,33.93,36.0,1467.0,369.0,1247.0,347.0,1.8191,92700.0,<1H OCEAN +-118.26,33.93,36.0,1102.0,247.0,702.0,225.0,1.5256,95400.0,<1H OCEAN +-118.26,33.93,42.0,1433.0,295.0,775.0,293.0,1.1326,104800.0,<1H OCEAN +-118.25,33.93,42.0,657.0,147.0,526.0,132.0,2.5,110200.0,<1H OCEAN +-118.26,33.92,40.0,1076.0,244.0,705.0,255.0,1.7986,98900.0,<1H OCEAN +-118.27,33.92,36.0,1465.0,346.0,1147.0,324.0,1.7262,88800.0,<1H OCEAN +-118.27,33.94,43.0,1309.0,344.0,1182.0,340.0,1.6625,88700.0,<1H OCEAN +-118.27,33.94,30.0,1764.0,397.0,1406.0,362.0,1.449,93100.0,<1H OCEAN +-118.27,33.94,39.0,2078.0,561.0,1901.0,504.0,1.1468,96900.0,<1H OCEAN +-118.28,33.93,21.0,847.0,278.0,1283.0,277.0,1.4329,94100.0,<1H OCEAN +-118.28,33.94,32.0,1381.0,375.0,1268.0,354.0,1.1051,94200.0,<1H OCEAN +-118.28,33.94,9.0,456.0,130.0,438.0,114.0,0.8952,81300.0,<1H OCEAN +-118.28,33.94,44.0,1631.0,338.0,1197.0,355.0,3.0788,100000.0,<1H OCEAN +-118.28,33.93,42.0,1898.0,460.0,1503.0,429.0,2.5179,97400.0,<1H OCEAN +-118.29,33.93,43.0,2021.0,379.0,1051.0,352.0,3.3836,129900.0,<1H OCEAN +-118.29,33.94,47.0,1782.0,338.0,1003.0,329.0,2.5398,105700.0,<1H OCEAN +-118.28,33.93,41.0,936.0,257.0,913.0,226.0,2.0313,122600.0,<1H OCEAN +-118.29,33.92,40.0,1935.0,461.0,1616.0,433.0,2.875,120200.0,<1H OCEAN +-118.29,33.93,41.0,896.0,198.0,605.0,168.0,2.2778,128100.0,<1H OCEAN +-118.27,33.93,38.0,2073.0,500.0,1657.0,470.0,1.2098,88400.0,<1H OCEAN +-118.28,33.92,39.0,1274.0,282.0,975.0,277.0,1.5114,90400.0,<1H OCEAN +-118.28,33.93,43.0,269.0,74.0,295.0,79.0,2.2969,90600.0,<1H OCEAN +-118.28,33.93,45.0,529.0,112.0,448.0,120.0,3.5833,90600.0,<1H OCEAN +-118.28,33.93,52.0,117.0,33.0,74.0,45.0,0.4999,90600.0,<1H OCEAN +-118.25,33.94,44.0,1463.0,312.0,940.0,312.0,2.3333,99800.0,<1H OCEAN +-118.25,33.94,43.0,1113.0,378.0,1305.0,334.0,1.1434,91300.0,<1H OCEAN +-118.25,33.94,43.0,793.0,,736.0,231.0,0.8527,90400.0,<1H OCEAN +-118.23,33.95,37.0,2667.0,671.0,2865.0,683.0,0.6831,87500.0,<1H OCEAN +-118.24,33.95,40.0,1193.0,280.0,1210.0,286.0,1.35,89500.0,<1H OCEAN +-118.24,33.95,37.0,649.0,147.0,653.0,147.0,1.4792,97500.0,<1H OCEAN +-118.24,33.95,36.0,2316.0,543.0,1938.0,507.0,1.25,97400.0,<1H OCEAN +-118.24,33.95,21.0,1260.0,342.0,1167.0,310.0,0.9708,107600.0,<1H OCEAN +-118.25,33.95,28.0,2136.0,,1799.0,476.0,1.5427,95700.0,<1H OCEAN +-118.24,33.95,37.0,441.0,125.0,390.0,98.0,1.6513,90200.0,<1H OCEAN +-118.25,33.95,25.0,764.0,200.0,801.0,220.0,1.1384,100000.0,<1H OCEAN +-118.25,33.93,40.0,975.0,270.0,1068.0,270.0,0.9889,87500.0,<1H OCEAN +-118.25,33.93,36.0,2452.0,734.0,2664.0,667.0,0.9298,100000.0,<1H OCEAN +-118.25,33.93,42.0,819.0,233.0,899.0,228.0,1.1346,85400.0,<1H OCEAN +-118.24,33.94,37.0,869.0,241.0,1040.0,233.0,2.0,84200.0,<1H OCEAN +-118.24,33.94,34.0,796.0,180.0,673.0,144.0,2.0769,88300.0,<1H OCEAN +-118.24,33.93,37.0,1027.0,258.0,824.0,248.0,1.5132,86300.0,<1H OCEAN +-118.24,33.93,32.0,779.0,201.0,861.0,219.0,1.0625,89800.0,<1H OCEAN +-118.24,33.94,42.0,380.0,106.0,411.0,100.0,0.9705,90000.0,<1H OCEAN +-118.24,33.94,39.0,1215.0,273.0,1211.0,265.0,1.7212,95500.0,<1H OCEAN +-118.23,33.94,39.0,1141.0,258.0,1313.0,234.0,2.0187,90100.0,<1H OCEAN +-118.23,33.94,35.0,1090.0,267.0,1339.0,263.0,2.1607,97600.0,<1H OCEAN +-118.23,33.94,36.0,1110.0,,1417.0,302.0,2.3333,92100.0,<1H OCEAN +-118.24,33.94,30.0,940.0,211.0,1071.0,204.0,1.2679,92000.0,<1H OCEAN +-118.23,33.93,36.0,501.0,123.0,487.0,118.0,1.3,87000.0,<1H OCEAN +-118.23,33.93,39.0,2065.0,532.0,2015.0,535.0,0.8478,104900.0,<1H OCEAN +-118.24,33.93,32.0,1063.0,282.0,992.0,253.0,0.8984,88700.0,<1H OCEAN +-118.39,34.12,29.0,6447.0,1012.0,2184.0,960.0,8.2816,500001.0,<1H OCEAN +-118.4,34.11,32.0,5578.0,753.0,1567.0,697.0,15.0001,500001.0,<1H OCEAN +-118.42,34.12,27.0,2089.0,303.0,654.0,270.0,12.3767,500001.0,<1H OCEAN +-118.43,34.11,27.0,10806.0,1440.0,3511.0,1352.0,12.7296,500001.0,<1H OCEAN +-118.43,34.09,27.0,1613.0,200.0,497.0,197.0,7.9835,500001.0,<1H OCEAN +-118.45,34.12,20.0,10722.0,1617.0,3731.0,1511.0,9.7449,500001.0,<1H OCEAN +-118.44,34.09,36.0,3129.0,392.0,862.0,334.0,15.0001,500001.0,<1H OCEAN +-118.43,34.08,46.0,778.0,90.0,238.0,93.0,15.0001,500001.0,<1H OCEAN +-118.45,34.08,52.0,1500.0,176.0,384.0,145.0,7.1576,500001.0,<1H OCEAN +-118.45,34.1,31.0,6675.0,842.0,2092.0,796.0,11.8442,500001.0,<1H OCEAN +-118.46,34.08,35.0,3247.0,525.0,1065.0,484.0,7.8426,500001.0,<1H OCEAN +-118.47,34.1,32.0,8041.0,1141.0,2768.0,1106.0,11.1978,500001.0,<1H OCEAN +-118.49,34.11,27.0,6603.0,879.0,2336.0,868.0,13.2935,500001.0,<1H OCEAN +-118.48,34.07,29.0,4767.0,777.0,1500.0,638.0,10.7937,500001.0,<1H OCEAN +-118.48,34.07,40.0,3351.0,484.0,1564.0,523.0,8.5153,500001.0,<1H OCEAN +-118.48,34.07,37.0,4042.0,549.0,1318.0,542.0,12.8665,500001.0,<1H OCEAN +-118.49,34.06,42.0,2861.0,360.0,829.0,310.0,15.0001,500001.0,<1H OCEAN +-118.49,34.07,36.0,2929.0,366.0,1054.0,352.0,13.5728,500001.0,<1H OCEAN +-118.51,34.11,29.0,9013.0,1117.0,2919.0,1061.0,13.947,500001.0,<1H OCEAN +-118.5,34.05,39.0,1487.0,163.0,414.0,160.0,15.0,500001.0,<1H OCEAN +-118.53,34.09,37.0,5477.0,833.0,1925.0,757.0,8.1888,500001.0,<1H OCEAN +-118.52,34.05,45.0,1814.0,325.0,709.0,311.0,4.825,500001.0,<1H OCEAN +-118.52,34.04,47.0,1985.0,315.0,819.0,340.0,6.5147,500001.0,<1H OCEAN +-118.57,34.09,14.0,7970.0,1142.0,2926.0,1096.0,11.2866,500001.0,<1H OCEAN +-118.54,34.05,33.0,6778.0,1092.0,2540.0,1052.0,8.565,500001.0,<1H OCEAN +-118.55,34.04,41.0,1482.0,239.0,617.0,242.0,8.8619,500001.0,<1H OCEAN +-118.56,34.03,34.0,2095.0,343.0,662.0,299.0,8.2934,500001.0,<1H OCEAN +-118.56,34.06,24.0,2332.0,349.0,761.0,325.0,7.3031,500001.0,<1H OCEAN +-118.54,34.06,21.0,3755.0,525.0,1493.0,526.0,11.4233,500001.0,<1H OCEAN +-118.55,34.03,35.0,9075.0,1858.0,3646.0,1724.0,6.0307,500001.0,<1H OCEAN +-118.52,34.04,42.0,993.0,130.0,368.0,134.0,10.8082,500001.0,<1H OCEAN +-118.52,34.04,43.0,2167.0,254.0,761.0,256.0,13.6842,500001.0,<1H OCEAN +-118.53,34.04,45.0,1711.0,264.0,735.0,261.0,9.1078,500001.0,<1H OCEAN +-118.53,34.03,40.0,4350.0,763.0,1551.0,665.0,7.0318,500001.0,<1H OCEAN +-118.5,34.05,36.0,4152.0,542.0,1461.0,550.0,15.0001,500001.0,<1H OCEAN +-118.55,33.99,39.0,2603.0,456.0,928.0,410.0,7.9096,500001.0,NEAR OCEAN +-118.51,34.04,38.0,4715.0,691.0,1660.0,637.0,10.1882,500001.0,<1H OCEAN +-118.47,34.06,45.0,1271.0,190.0,419.0,171.0,7.6447,500001.0,<1H OCEAN +-118.47,34.06,45.0,3030.0,433.0,916.0,399.0,9.4664,500001.0,<1H OCEAN +-118.48,34.05,48.0,3623.0,528.0,1282.0,516.0,9.5221,500001.0,<1H OCEAN +-118.49,34.05,42.0,1918.0,216.0,632.0,224.0,15.0001,500001.0,<1H OCEAN +-118.47,34.06,26.0,6577.0,1789.0,2937.0,1652.0,4.801,500001.0,<1H OCEAN +-118.46,34.06,20.0,5448.0,1532.0,2202.0,1442.0,4.2554,500001.0,<1H OCEAN +-118.47,34.05,25.0,2689.0,719.0,1229.0,663.0,3.5909,500001.0,<1H OCEAN +-118.46,34.05,25.0,4077.0,1151.0,1719.0,1017.0,3.7721,337500.0,<1H OCEAN +-118.46,34.05,21.0,3639.0,1002.0,1489.0,983.0,4.6197,387500.0,<1H OCEAN +-118.47,34.05,22.0,5215.0,1193.0,2048.0,1121.0,4.7009,500001.0,<1H OCEAN +-118.47,34.05,27.0,4401.0,1033.0,1725.0,962.0,4.175,500001.0,<1H OCEAN +-118.48,34.05,36.0,2143.0,434.0,751.0,396.0,6.7496,500001.0,<1H OCEAN +-118.49,34.05,45.0,1346.0,214.0,415.0,209.0,7.0285,500001.0,<1H OCEAN +-118.42,34.08,46.0,1399.0,148.0,410.0,152.0,15.0001,500001.0,<1H OCEAN +-118.43,34.07,34.0,3203.0,483.0,949.0,439.0,10.3467,500001.0,<1H OCEAN +-118.43,34.07,38.0,3251.0,656.0,1251.0,593.0,7.7382,500001.0,<1H OCEAN +-118.44,34.07,26.0,3535.0,748.0,1322.0,666.0,7.1674,500001.0,<1H OCEAN +-118.44,34.07,35.0,1973.0,332.0,1257.0,296.0,8.9565,500001.0,<1H OCEAN +-118.44,34.06,28.0,3910.0,959.0,1763.0,867.0,5.5,500001.0,<1H OCEAN +-118.44,34.07,21.0,730.0,263.0,965.0,224.0,2.0511,350000.0,<1H OCEAN +-118.44,34.06,14.0,520.0,292.0,282.0,213.0,2.2857,500001.0,<1H OCEAN +-118.45,34.07,13.0,4284.0,1452.0,3806.0,1252.0,1.3125,350000.0,<1H OCEAN +-118.45,34.07,19.0,4845.0,1609.0,3751.0,1539.0,1.583,350000.0,<1H OCEAN +-118.45,34.06,20.0,3367.0,1264.0,2667.0,1131.0,2.2444,500000.0,<1H OCEAN +-118.46,34.06,46.0,1302.0,215.0,482.0,226.0,7.0674,500001.0,<1H OCEAN +-118.46,34.07,43.0,2511.0,456.0,808.0,407.0,6.7703,500001.0,<1H OCEAN +-118.46,34.07,49.0,2418.0,301.0,850.0,318.0,14.2867,500001.0,<1H OCEAN +-118.46,34.07,42.0,2564.0,460.0,913.0,414.0,9.2225,500001.0,<1H OCEAN +-118.44,34.06,9.0,5102.0,1695.0,2609.0,1450.0,3.2545,500001.0,<1H OCEAN +-118.44,34.05,18.0,4780.0,1192.0,1886.0,1036.0,4.4674,500001.0,<1H OCEAN +-118.44,34.05,32.0,1880.0,435.0,798.0,417.0,4.7109,500000.0,<1H OCEAN +-118.44,34.05,15.0,5368.0,1312.0,2269.0,1232.0,5.7097,316700.0,<1H OCEAN +-118.43,34.06,11.0,3184.0,641.0,911.0,463.0,7.2675,500001.0,<1H OCEAN +-118.43,34.06,41.0,1463.0,267.0,601.0,267.0,5.3777,500001.0,<1H OCEAN +-118.43,34.05,22.0,4251.0,1073.0,1581.0,881.0,5.2555,500001.0,<1H OCEAN +-118.44,34.06,13.0,4833.0,1119.0,1649.0,807.0,6.2389,500001.0,<1H OCEAN +-118.42,34.06,40.0,2933.0,565.0,1077.0,536.0,6.1527,500001.0,<1H OCEAN +-118.43,34.06,31.0,1317.0,284.0,523.0,274.0,7.4219,500001.0,<1H OCEAN +-118.43,34.06,38.0,2982.0,664.0,1122.0,572.0,4.1908,500001.0,<1H OCEAN +-118.43,34.06,20.0,4600.0,1018.0,1675.0,932.0,5.1999,500001.0,<1H OCEAN +-118.42,34.06,44.0,533.0,90.0,291.0,97.0,10.8045,500001.0,<1H OCEAN +-118.42,34.06,52.0,1881.0,334.0,640.0,321.0,6.871,500001.0,<1H OCEAN +-118.42,34.05,38.0,4888.0,1126.0,1698.0,937.0,4.8304,500001.0,<1H OCEAN +-118.43,34.05,52.0,1693.0,290.0,727.0,305.0,6.7115,500001.0,<1H OCEAN +-118.43,34.05,24.0,3832.0,949.0,1613.0,893.0,3.9673,477300.0,<1H OCEAN +-118.44,34.05,20.0,5943.0,1538.0,2492.0,1429.0,4.1141,305000.0,<1H OCEAN +-118.44,34.05,22.0,3970.0,871.0,1588.0,791.0,4.8618,500001.0,<1H OCEAN +-118.43,34.04,52.0,2425.0,435.0,962.0,412.0,5.8587,494700.0,<1H OCEAN +-118.45,34.05,28.0,801.0,399.0,936.0,406.0,2.1875,181300.0,<1H OCEAN +-118.45,34.04,22.0,3319.0,1045.0,1848.0,940.0,3.6673,283300.0,<1H OCEAN +-118.45,34.04,23.0,3771.0,1321.0,2031.0,1241.0,2.7679,277500.0,<1H OCEAN +-118.46,34.05,25.0,6902.0,2138.0,3136.0,1844.0,2.6509,410000.0,<1H OCEAN +-118.45,34.05,23.0,4099.0,1287.0,2103.0,1217.0,3.7549,275000.0,<1H OCEAN +-118.46,34.04,19.0,3522.0,1036.0,1820.0,977.0,3.2663,337500.0,<1H OCEAN +-118.47,34.04,21.0,5041.0,1491.0,2719.0,1420.0,3.5335,268800.0,<1H OCEAN +-118.45,34.04,19.0,3330.0,1010.0,1837.0,915.0,3.0173,393800.0,<1H OCEAN +-118.46,34.04,25.0,2142.0,718.0,1390.0,699.0,3.0069,325000.0,<1H OCEAN +-118.46,34.04,25.0,2768.0,850.0,1558.0,784.0,3.6976,360000.0,<1H OCEAN +-118.46,34.04,17.0,2729.0,897.0,1404.0,758.0,3.1235,420800.0,<1H OCEAN +-118.46,34.04,31.0,2621.0,707.0,1632.0,673.0,3.287,348100.0,<1H OCEAN +-118.45,34.04,21.0,2819.0,648.0,1435.0,593.0,3.9489,360200.0,<1H OCEAN +-118.45,34.03,45.0,727.0,168.0,520.0,175.0,2.6528,300000.0,<1H OCEAN +-118.45,34.03,39.0,1657.0,402.0,931.0,363.0,3.7813,336300.0,<1H OCEAN +-118.44,34.04,49.0,32.0,7.0,14.0,7.0,2.1875,225000.0,<1H OCEAN +-118.44,34.04,16.0,18.0,6.0,3.0,4.0,0.536,350000.0,<1H OCEAN +-118.44,34.04,31.0,2670.0,662.0,1535.0,631.0,3.0714,347800.0,<1H OCEAN +-118.43,34.04,52.0,1782.0,308.0,735.0,307.0,5.2954,485100.0,<1H OCEAN +-118.42,34.04,46.0,1508.0,276.0,639.0,273.0,4.925,409800.0,<1H OCEAN +-118.43,34.04,42.0,2725.0,569.0,1115.0,516.0,4.5833,427500.0,<1H OCEAN +-118.41,34.05,16.0,9728.0,2211.0,3026.0,1899.0,5.8758,500001.0,<1H OCEAN +-118.42,34.05,33.0,2921.0,652.0,1124.0,608.0,5.0151,500001.0,<1H OCEAN +-118.42,34.05,52.0,2533.0,402.0,981.0,386.0,7.8164,500001.0,<1H OCEAN +-118.4,34.05,26.0,4473.0,923.0,1518.0,805.0,5.0762,500001.0,<1H OCEAN +-118.4,34.04,40.0,2079.0,268.0,720.0,282.0,9.272,500001.0,<1H OCEAN +-118.4,34.04,42.0,1298.0,174.0,420.0,190.0,12.8483,500001.0,<1H OCEAN +-118.4,34.03,36.0,1831.0,296.0,871.0,269.0,8.1484,500001.0,<1H OCEAN +-118.41,34.03,33.0,1730.0,386.0,994.0,363.0,3.7277,500001.0,<1H OCEAN +-118.41,34.04,49.0,601.0,95.0,228.0,106.0,8.0239,500001.0,<1H OCEAN +-118.39,34.05,35.0,2458.0,576.0,1047.0,554.0,4.0283,412500.0,<1H OCEAN +-118.39,34.05,42.0,3105.0,559.0,1253.0,531.0,5.222,500001.0,<1H OCEAN +-118.4,34.05,34.0,2113.0,459.0,859.0,432.0,3.6953,500001.0,<1H OCEAN +-118.39,34.05,25.0,2814.0,701.0,1139.0,658.0,4.0153,460000.0,<1H OCEAN +-118.41,34.04,52.0,1907.0,261.0,681.0,249.0,10.9805,500001.0,<1H OCEAN +-118.41,34.04,52.0,2113.0,332.0,800.0,327.0,11.1768,500001.0,<1H OCEAN +-118.41,34.03,36.0,3053.0,635.0,1234.0,577.0,5.1637,500001.0,<1H OCEAN +-118.42,34.04,51.0,1975.0,348.0,771.0,357.0,6.626,500001.0,<1H OCEAN +-118.42,34.04,52.0,1358.0,272.0,574.0,267.0,5.6454,500001.0,<1H OCEAN +-118.39,34.04,45.0,2089.0,312.0,834.0,305.0,7.3028,500001.0,<1H OCEAN +-118.39,34.04,44.0,1873.0,286.0,635.0,283.0,5.5951,461300.0,<1H OCEAN +-118.4,34.04,43.0,3863.0,537.0,1398.0,511.0,8.5938,500001.0,<1H OCEAN +-118.4,34.05,43.0,1028.0,145.0,394.0,149.0,10.4519,500001.0,<1H OCEAN +-118.39,34.05,42.0,1467.0,203.0,577.0,204.0,6.6368,500001.0,<1H OCEAN +-118.38,34.04,35.0,2237.0,592.0,1794.0,543.0,2.2961,207700.0,<1H OCEAN +-118.38,34.04,31.0,2846.0,727.0,2120.0,672.0,2.7226,254200.0,<1H OCEAN +-118.38,34.04,45.0,767.0,130.0,254.0,118.0,6.2895,340400.0,<1H OCEAN +-118.38,34.04,36.0,3005.0,771.0,2054.0,758.0,2.0437,309100.0,<1H OCEAN +-118.38,34.04,39.0,2614.0,569.0,1665.0,553.0,3.4063,271600.0,<1H OCEAN +-118.39,34.04,41.0,101.0,23.0,85.0,30.0,4.125,237500.0,<1H OCEAN +-118.39,34.04,52.0,1492.0,277.0,666.0,289.0,4.7386,340400.0,<1H OCEAN +-118.39,34.04,49.0,1230.0,279.0,669.0,269.0,3.9038,308300.0,<1H OCEAN +-118.39,34.03,28.0,1722.0,536.0,1161.0,481.0,3.2228,232500.0,<1H OCEAN +-118.39,34.03,25.0,3442.0,1050.0,1890.0,914.0,3.0574,319400.0,<1H OCEAN +-118.4,34.03,24.0,1101.0,318.0,491.0,287.0,3.2222,319400.0,<1H OCEAN +-118.4,34.03,43.0,1006.0,201.0,520.0,199.0,6.5669,372800.0,<1H OCEAN +-118.41,34.03,26.0,4376.0,1394.0,2435.0,1250.0,2.8418,327300.0,<1H OCEAN +-118.4,34.02,19.0,7297.0,2331.0,3870.0,2144.0,3.116,300000.0,<1H OCEAN +-118.4,34.02,27.0,515.0,201.0,397.0,228.0,2.4135,184400.0,<1H OCEAN +-118.41,34.03,24.0,3711.0,1192.0,1764.0,1147.0,3.1642,366700.0,<1H OCEAN +-118.41,34.02,24.0,2610.0,756.0,1322.0,692.0,3.5022,281300.0,<1H OCEAN +-118.41,34.02,16.0,5825.0,1866.0,3390.0,1752.0,3.0965,320000.0,<1H OCEAN +-118.39,34.03,19.0,1450.0,509.0,746.0,437.0,3.1415,55000.0,<1H OCEAN +-118.4,34.03,13.0,6152.0,1978.0,3397.0,1845.0,3.4058,275000.0,<1H OCEAN +-118.38,34.03,36.0,2101.0,569.0,1756.0,527.0,2.9344,222100.0,<1H OCEAN +-118.39,34.03,39.0,1366.0,375.0,1237.0,370.0,3.7206,230900.0,<1H OCEAN +-118.37,34.04,43.0,888.0,170.0,514.0,161.0,3.1827,202800.0,<1H OCEAN +-118.37,34.04,42.0,1809.0,424.0,1094.0,382.0,2.767,143000.0,<1H OCEAN +-118.38,34.03,43.0,912.0,255.0,705.0,246.0,2.6402,185700.0,<1H OCEAN +-118.37,34.04,25.0,542.0,161.0,442.0,131.0,2.25,333300.0,<1H OCEAN +-118.37,34.04,43.0,1465.0,278.0,727.0,290.0,4.0781,289400.0,<1H OCEAN +-118.42,34.03,45.0,1262.0,223.0,637.0,221.0,5.0866,427300.0,<1H OCEAN +-118.43,34.03,45.0,1740.0,311.0,788.0,306.0,5.2099,373600.0,<1H OCEAN +-118.43,34.03,39.0,1733.0,429.0,855.0,387.0,3.2308,340800.0,<1H OCEAN +-118.43,34.03,26.0,1706.0,516.0,894.0,435.0,3.1875,372700.0,<1H OCEAN +-118.42,34.03,44.0,904.0,176.0,358.0,158.0,3.3542,344200.0,<1H OCEAN +-118.44,34.03,25.0,2059.0,659.0,1349.0,588.0,3.2396,352400.0,<1H OCEAN +-118.43,34.03,36.0,1552.0,388.0,867.0,352.0,3.6467,346700.0,<1H OCEAN +-118.44,34.03,37.0,1193.0,205.0,488.0,224.0,3.625,357600.0,<1H OCEAN +-118.44,34.03,37.0,975.0,189.0,489.0,202.0,4.2434,331000.0,<1H OCEAN +-118.44,34.03,30.0,1039.0,303.0,606.0,274.0,3.125,343800.0,<1H OCEAN +-118.45,34.03,41.0,1240.0,320.0,711.0,304.0,3.3482,318100.0,<1H OCEAN +-118.45,34.03,41.0,2083.0,528.0,993.0,481.0,4.0231,353900.0,<1H OCEAN +-118.44,34.03,41.0,1164.0,265.0,561.0,251.0,4.2411,350900.0,<1H OCEAN +-118.44,34.02,37.0,1592.0,308.0,783.0,321.0,6.2583,386000.0,<1H OCEAN +-118.44,34.01,43.0,1408.0,246.0,651.0,240.0,4.5795,400000.0,<1H OCEAN +-118.44,34.01,41.0,1309.0,221.0,534.0,228.0,5.1708,418800.0,<1H OCEAN +-118.45,34.01,37.0,1328.0,250.0,626.0,228.0,5.8666,440100.0,<1H OCEAN +-118.45,34.01,40.0,1361.0,240.0,559.0,229.0,6.3516,354300.0,<1H OCEAN +-118.45,34.01,36.0,2424.0,418.0,1123.0,417.0,6.4755,405800.0,<1H OCEAN +-118.44,34.02,32.0,2242.0,490.0,921.0,461.0,4.0429,500001.0,<1H OCEAN +-118.43,34.01,43.0,1487.0,242.0,675.0,247.0,5.3403,489800.0,<1H OCEAN +-118.44,34.02,39.0,3278.0,632.0,1321.0,617.0,6.2917,465700.0,<1H OCEAN +-118.43,34.02,38.0,2172.0,437.0,830.0,368.0,3.9091,500001.0,<1H OCEAN +-118.43,34.02,42.0,1528.0,244.0,634.0,242.0,8.1631,500001.0,<1H OCEAN +-118.43,34.02,41.0,2403.0,516.0,1001.0,514.0,4.3906,500001.0,<1H OCEAN +-118.42,34.03,44.0,629.0,131.0,326.0,156.0,4.5278,374300.0,<1H OCEAN +-118.41,34.03,20.0,4374.0,1311.0,2165.0,1185.0,3.6019,463600.0,<1H OCEAN +-118.42,34.02,21.0,3244.0,815.0,1423.0,781.0,3.6488,340800.0,<1H OCEAN +-118.42,34.02,34.0,2243.0,444.0,973.0,413.0,4.9676,414100.0,<1H OCEAN +-118.42,34.02,28.0,3167.0,737.0,1248.0,665.0,3.1941,394700.0,<1H OCEAN +-118.42,34.02,34.0,2995.0,942.0,2626.0,947.0,2.2402,450000.0,<1H OCEAN +-118.41,34.02,34.0,1430.0,357.0,805.0,362.0,3.3462,307000.0,<1H OCEAN +-118.42,34.02,22.0,3292.0,1134.0,1655.0,898.0,3.1746,348800.0,<1H OCEAN +-118.42,34.02,26.0,2664.0,842.0,1745.0,789.0,3.4269,301900.0,<1H OCEAN +-118.41,34.02,35.0,1728.0,442.0,1161.0,420.0,3.725,310000.0,<1H OCEAN +-118.41,34.02,19.0,4702.0,1472.0,2636.0,1334.0,3.3955,225000.0,<1H OCEAN +-118.41,34.02,27.0,2224.0,618.0,1594.0,625.0,3.0833,315500.0,<1H OCEAN +-118.42,34.01,33.0,2731.0,535.0,1280.0,510.0,4.7083,420100.0,<1H OCEAN +-118.42,34.01,32.0,1300.0,356.0,703.0,311.0,3.5667,394000.0,<1H OCEAN +-118.43,34.01,27.0,3133.0,1021.0,2242.0,1002.0,2.697,412500.0,<1H OCEAN +-118.43,34.01,41.0,1527.0,279.0,746.0,285.0,6.4232,446600.0,<1H OCEAN +-118.43,34.01,31.0,2526.0,528.0,1046.0,504.0,4.7009,500001.0,<1H OCEAN +-118.44,34.01,42.0,2061.0,396.0,907.0,393.0,6.0804,420000.0,<1H OCEAN +-118.44,34.0,44.0,1462.0,338.0,821.0,341.0,2.599,362200.0,<1H OCEAN +-118.44,34.0,44.0,1798.0,353.0,835.0,314.0,4.75,355800.0,<1H OCEAN +-118.45,34.0,39.0,1909.0,359.0,867.0,345.0,4.7,334700.0,<1H OCEAN +-118.44,34.0,40.0,1287.0,346.0,806.0,311.0,3.875,321300.0,<1H OCEAN +-118.43,34.0,30.0,2148.0,597.0,1341.0,559.0,3.3995,324000.0,<1H OCEAN +-118.44,34.0,22.0,5822.0,1707.0,3335.0,1585.0,3.1579,243100.0,<1H OCEAN +-118.44,34.0,41.0,1562.0,377.0,874.0,368.0,4.1083,324300.0,<1H OCEAN +-118.42,34.01,42.0,1594.0,369.0,952.0,362.0,3.099,335400.0,<1H OCEAN +-118.42,34.01,29.0,1996.0,489.0,960.0,449.0,3.6611,344200.0,<1H OCEAN +-118.42,34.0,31.0,1930.0,456.0,1002.0,410.0,3.9798,458600.0,<1H OCEAN +-118.43,34.0,28.0,6128.0,1963.0,3586.0,1815.0,2.7058,310900.0,<1H OCEAN +-118.46,34.01,43.0,513.0,98.0,266.0,103.0,5.6428,343100.0,<1H OCEAN +-118.46,34.0,39.0,4098.0,1100.0,2054.0,1053.0,2.918,345600.0,<1H OCEAN +-118.46,34.0,37.0,388.0,83.0,248.0,84.0,5.1664,326700.0,<1H OCEAN +-118.46,34.0,36.0,1392.0,260.0,679.0,247.0,4.7344,346900.0,<1H OCEAN +-118.46,34.01,39.0,711.0,148.0,347.0,153.0,4.2813,297200.0,<1H OCEAN +-118.47,34.0,38.0,1235.0,390.0,891.0,376.0,2.7143,287500.0,<1H OCEAN +-118.47,34.0,41.0,2331.0,636.0,1839.0,537.0,2.288,263500.0,<1H OCEAN +-118.46,34.0,39.0,614.0,174.0,538.0,159.0,2.3542,235700.0,<1H OCEAN +-118.47,33.99,34.0,1875.0,501.0,1491.0,526.0,2.8417,321400.0,<1H OCEAN +-118.47,34.0,37.0,2586.0,765.0,1801.0,737.0,2.6042,305800.0,<1H OCEAN +-118.47,33.99,31.0,1312.0,376.0,1178.0,330.0,2.0714,300000.0,<1H OCEAN +-118.47,33.99,41.0,1146.0,310.0,833.0,270.0,2.5938,285000.0,<1H OCEAN +-118.47,33.99,33.0,854.0,235.0,645.0,198.0,2.1471,239300.0,<1H OCEAN +-118.51,33.98,40.0,1901.0,679.0,865.0,587.0,2.3417,425000.0,<1H OCEAN +-118.48,33.99,46.0,2219.0,686.0,1107.0,590.0,2.5523,387500.0,<1H OCEAN +-118.47,33.99,50.0,1568.0,501.0,764.0,478.0,3.015,414300.0,<1H OCEAN +-118.47,33.99,52.0,1523.0,447.0,636.0,408.0,3.0682,412500.0,<1H OCEAN +-118.47,33.99,52.0,2167.0,622.0,1095.0,570.0,2.8514,358700.0,<1H OCEAN +-118.47,33.99,37.0,2155.0,721.0,1082.0,637.0,3.4071,267500.0,<1H OCEAN +-118.47,33.99,24.0,1438.0,454.0,665.0,416.0,2.975,500001.0,<1H OCEAN +-118.5,33.97,52.0,709.0,329.0,388.0,313.0,2.2643,350000.0,<1H OCEAN +-118.45,33.99,52.0,1010.0,244.0,573.0,242.0,4.1861,363200.0,<1H OCEAN +-118.46,33.99,52.0,1158.0,253.0,528.0,253.0,3.5234,334700.0,<1H OCEAN +-118.46,33.99,44.0,1122.0,287.0,531.0,256.0,4.0598,335900.0,<1H OCEAN +-118.46,34.0,44.0,941.0,230.0,493.0,206.0,3.6458,325800.0,<1H OCEAN +-118.46,34.0,52.0,888.0,206.0,376.0,194.0,3.875,372000.0,<1H OCEAN +-118.45,34.0,46.0,1777.0,362.0,896.0,334.0,4.45,348300.0,<1H OCEAN +-118.45,34.0,43.0,1606.0,408.0,862.0,354.0,3.962,345800.0,<1H OCEAN +-118.45,34.0,48.0,1923.0,408.0,1142.0,433.0,4.575,326700.0,<1H OCEAN +-118.45,33.99,33.0,3125.0,785.0,1720.0,713.0,2.9722,325000.0,<1H OCEAN +-118.45,33.99,52.0,1829.0,472.0,779.0,424.0,3.1607,339000.0,<1H OCEAN +-118.46,33.99,41.0,885.0,285.0,562.0,268.0,3.1992,303800.0,<1H OCEAN +-118.46,33.99,37.0,1828.0,460.0,1075.0,453.0,4.337,360600.0,<1H OCEAN +-118.46,33.98,32.0,2388.0,591.0,1009.0,556.0,5.2121,466700.0,<1H OCEAN +-118.46,33.99,35.0,1214.0,300.0,478.0,265.0,4.0156,500001.0,<1H OCEAN +-118.46,33.98,27.0,2217.0,520.0,806.0,458.0,3.8935,500001.0,<1H OCEAN +-118.5,33.97,29.0,2737.0,808.0,1157.0,696.0,5.128,500001.0,<1H OCEAN +-118.45,33.99,45.0,1132.0,269.0,654.0,264.0,4.5673,343100.0,<1H OCEAN +-118.45,33.99,26.0,1919.0,405.0,953.0,371.0,6.0672,420800.0,<1H OCEAN +-118.46,33.98,19.0,2520.0,726.0,964.0,663.0,3.8068,500001.0,<1H OCEAN +-118.46,33.97,19.0,1658.0,427.0,648.0,378.0,3.8698,500001.0,<1H OCEAN +-118.46,33.97,18.0,9430.0,2473.0,3408.0,2003.0,6.1726,500001.0,<1H OCEAN +-118.46,33.97,19.0,2461.0,521.0,777.0,447.0,10.0,500001.0,<1H OCEAN +-118.48,33.96,16.0,895.0,181.0,237.0,149.0,12.0088,500001.0,<1H OCEAN +-118.4,34.0,10.0,1526.0,339.0,705.0,268.0,5.8083,321800.0,<1H OCEAN +-118.41,34.0,35.0,684.0,161.0,381.0,159.0,2.8393,272000.0,<1H OCEAN +-118.41,34.0,30.0,3550.0,934.0,3738.0,880.0,3.191,271200.0,<1H OCEAN +-118.41,34.0,18.0,1307.0,441.0,884.0,456.0,2.9338,276300.0,<1H OCEAN +-118.42,34.0,14.0,3771.0,1180.0,2355.0,978.0,3.1603,287500.0,<1H OCEAN +-118.42,33.99,35.0,1701.0,482.0,1428.0,494.0,3.725,284600.0,<1H OCEAN +-118.43,33.99,35.0,2243.0,495.0,1135.0,465.0,4.3281,324000.0,<1H OCEAN +-118.43,33.98,19.0,8324.0,1590.0,2927.0,1538.0,7.5426,351700.0,<1H OCEAN +-118.43,33.99,45.0,1899.0,461.0,1260.0,415.0,2.6667,320000.0,<1H OCEAN +-118.43,33.99,43.0,2483.0,548.0,1212.0,493.0,4.0189,302900.0,<1H OCEAN +-118.42,33.99,23.0,5548.0,1245.0,2847.0,1229.0,4.4228,366900.0,<1H OCEAN +-118.42,33.98,3.0,475.0,155.0,236.0,153.0,3.6667,450000.0,<1H OCEAN +-118.43,33.99,42.0,2558.0,558.0,1328.0,541.0,4.875,301300.0,<1H OCEAN +-118.44,33.99,43.0,1432.0,308.0,782.0,303.0,4.3333,303900.0,<1H OCEAN +-118.41,33.99,39.0,3014.0,822.0,3212.0,777.0,1.1985,215000.0,<1H OCEAN +-118.42,33.99,38.0,740.0,171.0,599.0,194.0,4.0893,248900.0,<1H OCEAN +-118.42,33.99,35.0,1724.0,419.0,1079.0,394.0,4.5521,263800.0,<1H OCEAN +-118.41,34.0,35.0,1062.0,305.0,1026.0,307.0,2.7153,265500.0,<1H OCEAN +-118.41,33.99,36.0,1089.0,234.0,632.0,215.0,3.6538,276100.0,<1H OCEAN +-118.4,33.99,39.0,1613.0,380.0,1113.0,356.0,2.825,276700.0,<1H OCEAN +-118.41,33.98,33.0,3331.0,777.0,1695.0,735.0,3.9727,307200.0,<1H OCEAN +-118.39,33.97,38.0,993.0,175.0,374.0,180.0,6.2673,357200.0,<1H OCEAN +-118.38,33.97,43.0,2715.0,458.0,1151.0,434.0,7.4897,362600.0,<1H OCEAN +-118.39,33.97,44.0,1097.0,186.0,513.0,185.0,6.235,361400.0,<1H OCEAN +-118.39,33.97,43.0,2700.0,510.0,1146.0,506.0,5.1333,345900.0,<1H OCEAN +-118.39,33.97,46.0,2198.0,352.0,839.0,335.0,6.5778,350800.0,<1H OCEAN +-118.39,33.96,45.0,1361.0,252.0,581.0,263.0,5.8143,340700.0,<1H OCEAN +-118.39,33.96,45.0,1436.0,374.0,662.0,292.0,3.625,329400.0,<1H OCEAN +-118.36,33.98,40.0,1113.0,234.0,584.0,231.0,3.0927,316000.0,<1H OCEAN +-118.37,33.98,39.0,303.0,69.0,131.0,73.0,4.3438,331800.0,<1H OCEAN +-118.37,33.97,32.0,6699.0,1781.0,2725.0,1544.0,3.3889,285700.0,<1H OCEAN +-118.41,33.97,37.0,1629.0,275.0,668.0,266.0,6.1333,387200.0,<1H OCEAN +-118.41,33.97,44.0,2298.0,388.0,849.0,360.0,5.5941,363500.0,<1H OCEAN +-118.4,33.96,44.0,1877.0,314.0,877.0,320.0,6.8197,363600.0,<1H OCEAN +-118.41,33.96,44.0,1802.0,306.0,753.0,282.0,6.0286,356000.0,<1H OCEAN +-118.41,33.97,43.0,1464.0,224.0,581.0,232.0,6.2022,365900.0,<1H OCEAN +-118.41,33.97,44.0,2789.0,503.0,3732.0,474.0,4.6176,352300.0,<1H OCEAN +-118.42,33.97,44.0,1462.0,240.0,562.0,237.0,4.9375,365200.0,<1H OCEAN +-118.42,33.96,44.0,1282.0,216.0,494.0,209.0,5.618,365900.0,<1H OCEAN +-118.43,33.96,38.0,1104.0,216.0,415.0,163.0,6.1985,422000.0,<1H OCEAN +-118.43,33.96,13.0,1860.0,345.0,800.0,355.0,5.8864,500001.0,<1H OCEAN +-118.44,33.96,33.0,2799.0,491.0,978.0,447.0,5.6435,500001.0,<1H OCEAN +-118.43,33.96,20.0,1901.0,270.0,704.0,254.0,8.7819,500001.0,<1H OCEAN +-118.43,33.97,16.0,70.0,7.0,17.0,4.0,7.7197,500001.0,<1H OCEAN +-118.42,33.96,24.0,4393.0,966.0,1257.0,579.0,5.0714,356100.0,<1H OCEAN +-118.43,33.96,16.0,14891.0,3984.0,6270.0,3595.0,5.1064,283200.0,<1H OCEAN +-118.4,33.97,35.0,913.0,161.0,451.0,172.0,5.6169,411200.0,<1H OCEAN +-118.4,33.98,39.0,714.0,118.0,314.0,117.0,5.9856,432100.0,<1H OCEAN +-118.4,33.98,36.0,2526.0,452.0,996.0,441.0,5.611,456600.0,<1H OCEAN +-118.4,33.97,38.0,1089.0,174.0,502.0,180.0,7.5953,434800.0,<1H OCEAN +-118.4,33.97,37.0,1364.0,248.0,494.0,242.0,4.6364,456300.0,<1H OCEAN +-118.4,33.97,44.0,2825.0,453.0,1221.0,461.0,5.9544,377200.0,<1H OCEAN +-118.4,33.96,43.0,2416.0,454.0,1028.0,409.0,5.6732,330700.0,<1H OCEAN +-118.37,33.97,41.0,1833.0,355.0,847.0,348.0,5.726,287800.0,<1H OCEAN +-118.38,33.97,42.0,1859.0,337.0,813.0,326.0,6.019,294500.0,<1H OCEAN +-118.38,33.96,44.0,2395.0,458.0,1287.0,450.0,4.6923,299000.0,<1H OCEAN +-118.38,33.95,35.0,3259.0,967.0,2003.0,920.0,3.2708,400000.0,<1H OCEAN +-118.38,33.95,29.0,1821.0,588.0,1397.0,523.0,2.5833,187500.0,<1H OCEAN +-118.37,33.95,5.0,6955.0,2062.0,3591.0,1566.0,3.111,247600.0,<1H OCEAN +-118.4,33.96,44.0,1138.0,228.0,497.0,228.0,4.1852,303300.0,<1H OCEAN +-118.41,33.96,15.0,412.0,128.0,310.0,137.0,3.9792,266700.0,<1H OCEAN +-118.41,33.96,32.0,1044.0,219.0,567.0,222.0,4.1471,284400.0,<1H OCEAN +-118.41,33.94,45.0,2038.0,394.0,1086.0,387.0,4.7375,289600.0,<1H OCEAN +-118.45,33.96,24.0,3097.0,791.0,1075.0,639.0,5.723,500001.0,<1H OCEAN +-118.45,33.96,36.0,2723.0,547.0,1090.0,519.0,6.3267,500001.0,<1H OCEAN +-118.44,33.95,37.0,2076.0,332.0,771.0,327.0,6.2551,500001.0,<1H OCEAN +-118.28,33.92,37.0,1761.0,409.0,1309.0,357.0,2.1875,175900.0,<1H OCEAN +-118.28,33.91,41.0,620.0,133.0,642.0,162.0,2.6546,159600.0,<1H OCEAN +-118.29,33.9,42.0,1273.0,309.0,1203.0,348.0,4.4636,162000.0,<1H OCEAN +-118.29,33.91,41.0,2475.0,532.0,1416.0,470.0,3.8372,156400.0,<1H OCEAN +-118.29,33.91,31.0,2025.0,618.0,2231.0,593.0,2.4741,151200.0,<1H OCEAN +-118.29,33.92,23.0,2503.0,532.0,1735.0,505.0,2.7368,162800.0,<1H OCEAN +-118.28,33.88,19.0,2758.0,675.0,2047.0,591.0,2.6618,179700.0,<1H OCEAN +-118.29,33.88,32.0,2307.0,493.0,1754.0,528.0,4.317,232800.0,<1H OCEAN +-118.29,33.88,27.0,2082.0,612.0,2009.0,548.0,2.9063,184100.0,<1H OCEAN +-118.29,33.89,35.0,2810.0,614.0,1578.0,601.0,3.59,200600.0,<1H OCEAN +-118.29,33.87,32.0,1700.0,340.0,864.0,317.0,4.381,238700.0,<1H OCEAN +-118.3,33.86,35.0,2016.0,365.0,1083.0,369.0,5.1727,230200.0,<1H OCEAN +-118.3,33.86,35.0,1511.0,274.0,853.0,308.0,4.9792,251300.0,<1H OCEAN +-118.29,33.85,10.0,1391.0,420.0,1378.0,377.0,1.9049,222200.0,<1H OCEAN +-118.31,33.84,5.0,3559.0,869.0,2965.0,794.0,2.6491,216700.0,<1H OCEAN +-118.3,33.84,36.0,1428.0,268.0,825.0,250.0,4.7222,239600.0,<1H OCEAN +-118.3,33.84,37.0,1241.0,226.0,621.0,255.0,4.9196,232400.0,<1H OCEAN +-118.3,33.85,38.0,123.0,36.0,142.0,40.0,2.3942,200000.0,<1H OCEAN +-118.3,33.83,31.0,2693.0,661.0,1598.0,618.0,3.1851,240200.0,<1H OCEAN +-118.3,33.83,33.0,2716.0,660.0,1807.0,661.0,3.5473,226300.0,<1H OCEAN +-118.31,33.83,27.0,2880.0,802.0,2083.0,727.0,2.9619,223400.0,<1H OCEAN +-118.3,33.82,35.0,1499.0,340.0,1141.0,326.0,2.6136,213600.0,<1H OCEAN +-118.3,33.82,26.0,2080.0,560.0,2096.0,506.0,2.8106,184400.0,<1H OCEAN +-118.3,33.82,25.0,2659.0,765.0,2629.0,726.0,2.6368,175900.0,<1H OCEAN +-118.3,33.81,17.0,5544.0,1068.0,3008.0,1038.0,5.322,282700.0,<1H OCEAN +-118.3,33.8,27.0,2790.0,513.0,1498.0,519.0,5.3106,268300.0,<1H OCEAN +-118.31,33.8,30.0,3096.0,757.0,2048.0,704.0,3.125,233300.0,<1H OCEAN +-118.3,33.79,35.0,2793.0,686.0,2255.0,682.0,3.0057,235300.0,<1H OCEAN +-118.3,33.79,9.0,2782.0,884.0,1790.0,748.0,2.9154,203300.0,<1H OCEAN +-118.3,33.79,13.0,3569.0,924.0,2159.0,880.0,3.163,224200.0,<1H OCEAN +-118.3,33.78,35.0,2572.0,504.0,1172.0,519.0,4.6207,304100.0,<1H OCEAN +-118.26,33.8,41.0,2004.0,481.0,1658.0,456.0,3.1779,171100.0,<1H OCEAN +-118.25,33.8,36.0,1697.0,394.0,1274.0,396.0,3.35,163100.0,<1H OCEAN +-118.26,33.79,30.0,1291.0,230.0,835.0,215.0,5.5,181500.0,<1H OCEAN +-118.25,33.79,32.0,1205.0,340.0,1799.0,370.0,2.375,128000.0,NEAR OCEAN +-118.24,33.8,28.0,636.0,169.0,788.0,143.0,3.6161,131300.0,NEAR OCEAN +-118.23,33.8,26.0,239.0,135.0,165.0,112.0,1.3333,187500.0,NEAR OCEAN +-118.27,33.8,38.0,1446.0,327.0,980.0,319.0,3.35,177700.0,<1H OCEAN +-118.27,33.79,36.0,2218.0,561.0,1789.0,527.0,3.1613,182300.0,<1H OCEAN +-118.27,33.79,39.0,1513.0,365.0,1227.0,354.0,3.3929,184600.0,<1H OCEAN +-118.28,33.8,38.0,1471.0,329.0,1207.0,335.0,4.0,165500.0,<1H OCEAN +-118.28,33.79,28.0,1895.0,420.0,1422.0,389.0,4.3816,191300.0,<1H OCEAN +-118.28,33.79,36.0,1989.0,458.0,1668.0,455.0,3.3009,168000.0,<1H OCEAN +-118.28,33.78,20.0,2233.0,591.0,1915.0,558.0,3.2011,169100.0,<1H OCEAN +-118.29,33.79,10.0,3708.0,1016.0,2855.0,948.0,2.0,165400.0,<1H OCEAN +-118.29,33.79,16.0,1867.0,571.0,951.0,498.0,3.3427,154200.0,<1H OCEAN +-118.3,33.79,21.0,1068.0,283.0,1180.0,274.0,2.5,157500.0,<1H OCEAN +-118.3,33.8,8.0,1115.0,412.0,1472.0,396.0,3.1392,146200.0,<1H OCEAN +-118.27,33.79,31.0,1535.0,369.0,1291.0,340.0,2.9375,174000.0,<1H OCEAN +-118.26,33.78,27.0,1672.0,491.0,1723.0,462.0,2.0458,174500.0,NEAR OCEAN +-118.27,33.79,26.0,2109.0,651.0,2120.0,605.0,2.1447,158700.0,<1H OCEAN +-118.27,33.79,39.0,1417.0,359.0,1450.0,367.0,2.8462,172000.0,<1H OCEAN +-118.25,33.79,34.0,1349.0,371.0,1716.0,380.0,2.7143,138100.0,NEAR OCEAN +-118.25,33.79,38.0,1730.0,460.0,1724.0,424.0,2.7308,150400.0,NEAR OCEAN +-118.25,33.79,39.0,981.0,286.0,1183.0,298.0,1.9208,139800.0,NEAR OCEAN +-118.26,33.78,21.0,2188.0,706.0,2265.0,652.0,1.9923,164700.0,NEAR OCEAN +-118.26,33.79,42.0,1162.0,264.0,1044.0,241.0,3.5488,205600.0,<1H OCEAN +-118.23,33.78,20.0,59.0,24.0,69.0,23.0,2.5588,350000.0,NEAR OCEAN +-118.26,33.78,35.0,1239.0,473.0,1524.0,387.0,2.0956,154700.0,NEAR OCEAN +-118.25,33.78,32.0,296.0,139.0,511.0,133.0,1.4444,182100.0,NEAR OCEAN +-118.24,33.78,24.0,574.0,173.0,784.0,162.0,2.25,152300.0,NEAR OCEAN +-118.26,33.78,36.0,2191.0,739.0,2931.0,692.0,2.1311,163100.0,NEAR OCEAN +-118.26,33.77,36.0,886.0,253.0,809.0,219.0,2.4545,164200.0,NEAR OCEAN +-118.27,33.77,26.0,2272.0,694.0,2567.0,595.0,1.9964,150600.0,NEAR OCEAN +-118.27,33.78,21.0,3354.0,1174.0,4426.0,1110.0,2.5262,167300.0,<1H OCEAN +-118.28,33.78,37.0,1212.0,304.0,1076.0,293.0,3.2115,160100.0,<1H OCEAN +-118.27,33.77,39.0,1731.0,485.0,2115.0,478.0,1.5369,141300.0,NEAR OCEAN +-118.27,33.76,46.0,22.0,11.0,32.0,7.0,3.125,112500.0,NEAR OCEAN +-118.3,33.77,18.0,3821.0,795.0,2831.0,769.0,2.9571,346200.0,<1H OCEAN +-118.3,33.76,18.0,9659.0,1716.0,4336.0,1674.0,5.7764,290500.0,<1H OCEAN +-118.28,33.77,47.0,307.0,69.0,374.0,65.0,2.9063,146900.0,<1H OCEAN +-118.28,33.75,41.0,1305.0,381.0,1384.0,369.0,2.45,186800.0,NEAR OCEAN +-118.28,33.75,18.0,393.0,189.0,429.0,188.0,1.8393,187500.0,NEAR OCEAN +-118.28,33.74,40.0,1751.0,512.0,1939.0,503.0,1.5394,200000.0,NEAR OCEAN +-118.28,33.75,21.0,2442.0,719.0,1916.0,646.0,1.2276,208300.0,NEAR OCEAN +-118.28,33.74,16.0,855.0,271.0,486.0,250.0,0.7591,350000.0,NEAR OCEAN +-118.3,33.75,19.0,2356.0,440.0,1291.0,418.0,4.2308,416100.0,<1H OCEAN +-118.3,33.76,6.0,6097.0,1270.0,2678.0,1226.0,5.1269,285200.0,<1H OCEAN +-118.3,33.75,42.0,967.0,175.0,481.0,163.0,5.6611,265600.0,<1H OCEAN +-118.3,33.75,48.0,1958.0,386.0,1098.0,380.0,4.625,273400.0,<1H OCEAN +-118.3,33.74,47.0,2223.0,410.0,1163.0,413.0,4.4671,270800.0,NEAR OCEAN +-118.31,33.74,36.0,2464.0,472.0,1111.0,457.0,4.5074,350000.0,NEAR OCEAN +-118.31,33.74,22.0,5042.0,974.0,2260.0,935.0,4.3472,351200.0,NEAR OCEAN +-118.29,33.75,27.0,1650.0,443.0,1359.0,386.0,2.5795,192400.0,NEAR OCEAN +-118.3,33.75,23.0,1957.0,517.0,1454.0,526.0,3.5056,203100.0,<1H OCEAN +-118.29,33.75,37.0,1319.0,292.0,766.0,285.0,2.7031,218900.0,NEAR OCEAN +-118.29,33.74,29.0,1503.0,411.0,1368.0,390.0,2.1473,195300.0,NEAR OCEAN +-118.29,33.74,52.0,1438.0,472.0,1018.0,399.0,2.2188,306700.0,NEAR OCEAN +-118.29,33.74,41.0,1382.0,361.0,905.0,344.0,2.75,238300.0,NEAR OCEAN +-118.29,33.74,30.0,2074.0,533.0,1311.0,531.0,2.0329,225800.0,NEAR OCEAN +-118.29,33.73,43.0,1854.0,519.0,1151.0,486.0,2.5759,225000.0,NEAR OCEAN +-118.29,33.73,21.0,2492.0,711.0,1699.0,672.0,2.1382,242300.0,NEAR OCEAN +-118.29,33.73,30.0,2835.0,711.0,1669.0,652.0,3.3616,268500.0,NEAR OCEAN +-118.3,33.73,42.0,1731.0,,866.0,403.0,2.7451,255400.0,NEAR OCEAN +-118.3,33.74,23.0,3075.0,860.0,1584.0,806.0,2.9386,260500.0,NEAR OCEAN +-118.31,33.73,36.0,1725.0,295.0,799.0,306.0,5.0874,368500.0,NEAR OCEAN +-118.31,33.73,52.0,1665.0,280.0,656.0,282.0,5.249,351900.0,NEAR OCEAN +-118.3,33.74,20.0,2625.0,673.0,1184.0,606.0,3.9167,285200.0,NEAR OCEAN +-118.3,33.73,47.0,2852.0,603.0,1130.0,560.0,4.194,293900.0,NEAR OCEAN +-118.31,33.73,52.0,2025.0,361.0,957.0,363.0,4.2059,350000.0,NEAR OCEAN +-118.28,33.74,44.0,1853.0,556.0,2090.0,539.0,1.8584,248100.0,NEAR OCEAN +-118.28,33.73,39.0,2602.0,802.0,2178.0,737.0,2.0469,234500.0,NEAR OCEAN +-118.28,33.73,52.0,2085.0,588.0,1767.0,516.0,2.1935,243200.0,NEAR OCEAN +-118.28,33.73,45.0,2137.0,559.0,1550.0,529.0,1.9167,227200.0,NEAR OCEAN +-118.29,33.73,30.0,3161.0,,1865.0,771.0,2.7139,231700.0,NEAR OCEAN +-118.29,33.72,25.0,2469.0,584.0,1253.0,535.0,3.1932,257500.0,NEAR OCEAN +-118.3,33.72,28.0,2647.0,658.0,1459.0,595.0,3.4474,253400.0,NEAR OCEAN +-118.3,33.72,28.0,2510.0,583.0,1388.0,554.0,3.3397,267800.0,NEAR OCEAN +-118.3,33.73,40.0,2582.0,606.0,1304.0,588.0,3.5694,276400.0,NEAR OCEAN +-118.31,33.73,52.0,1642.0,287.0,692.0,288.0,4.1812,321500.0,NEAR OCEAN +-118.31,33.72,26.0,2711.0,508.0,1372.0,459.0,4.1451,326700.0,NEAR OCEAN +-118.33,33.69,41.0,2168.0,357.0,1171.0,374.0,4.7216,311900.0,NEAR OCEAN +-118.31,33.73,33.0,2265.0,366.0,986.0,388.0,5.4533,409800.0,NEAR OCEAN +-118.32,33.73,25.0,1099.0,168.0,407.0,159.0,7.6886,500001.0,NEAR OCEAN +-118.33,33.72,25.0,6191.0,1081.0,2297.0,1023.0,6.4246,446700.0,NEAR OCEAN +-118.29,33.71,36.0,3135.0,746.0,1815.0,697.0,3.7596,300000.0,NEAR OCEAN +-118.31,33.67,42.0,1297.0,246.0,611.0,242.0,5.3074,401900.0,NEAR OCEAN +-118.3,33.72,35.0,2790.0,,1167.0,441.0,6.2028,361500.0,NEAR OCEAN +-118.29,33.71,40.0,1644.0,471.0,780.0,416.0,3.1071,464300.0,NEAR OCEAN +-118.29,33.71,40.0,1933.0,475.0,902.0,412.0,4.25,332800.0,NEAR OCEAN +-118.29,33.71,31.0,2809.0,666.0,1316.0,633.0,4.5606,303800.0,NEAR OCEAN +-118.29,33.72,39.0,2651.0,590.0,1103.0,508.0,3.274,254300.0,NEAR OCEAN +-118.29,33.72,21.0,1568.0,452.0,801.0,422.0,3.5109,225000.0,NEAR OCEAN +-118.28,33.68,8.0,2842.0,522.0,1624.0,510.0,3.7282,287500.0,NEAR OCEAN +-118.23,34.24,31.0,3857.0,607.0,1695.0,572.0,7.642,396400.0,<1H OCEAN +-118.23,34.23,34.0,2377.0,362.0,1055.0,362.0,6.0,367100.0,<1H OCEAN +-118.24,34.24,31.0,3019.0,469.0,1349.0,462.0,7.1463,394100.0,<1H OCEAN +-118.24,34.24,31.0,3812.0,595.0,1645.0,591.0,7.585,380100.0,<1H OCEAN +-118.23,34.22,36.0,2288.0,439.0,1079.0,434.0,4.5486,361000.0,<1H OCEAN +-118.24,34.23,41.0,1912.0,308.0,896.0,314.0,5.3473,352700.0,<1H OCEAN +-118.24,34.23,43.0,1061.0,208.0,514.0,208.0,6.01,254200.0,<1H OCEAN +-118.24,34.23,42.0,1541.0,280.0,753.0,264.0,5.1028,292100.0,<1H OCEAN +-118.25,34.23,35.0,2839.0,592.0,1413.0,538.0,4.1667,271200.0,<1H OCEAN +-118.25,34.25,34.0,3150.0,518.0,1392.0,480.0,4.9355,336900.0,<1H OCEAN +-118.25,34.23,34.0,2421.0,475.0,1232.0,454.0,4.6852,296200.0,<1H OCEAN +-118.26,34.24,35.0,1535.0,283.0,816.0,287.0,6.1873,312100.0,<1H OCEAN +-118.26,34.24,35.0,1666.0,280.0,788.0,273.0,6.6277,344400.0,<1H OCEAN +-118.26,34.24,35.0,2485.0,418.0,1226.0,406.0,5.7083,329500.0,<1H OCEAN +-118.26,34.24,42.0,890.0,179.0,555.0,200.0,4.4821,271900.0,<1H OCEAN +-118.25,34.23,41.0,1979.0,496.0,1157.0,459.0,4.4083,217700.0,<1H OCEAN +-118.25,34.22,30.0,2062.0,396.0,1089.0,375.0,5.5362,301200.0,<1H OCEAN +-118.25,34.23,37.0,1954.0,368.0,967.0,370.0,5.0862,261300.0,<1H OCEAN +-118.26,34.23,43.0,1428.0,325.0,836.0,302.0,4.5759,209200.0,<1H OCEAN +-118.26,34.23,38.0,1107.0,194.0,518.0,195.0,7.5582,263700.0,<1H OCEAN +-118.26,34.23,33.0,1805.0,303.0,838.0,301.0,5.4306,326600.0,<1H OCEAN +-118.22,34.21,29.0,2174.0,418.0,1030.0,395.0,3.5707,341700.0,<1H OCEAN +-118.23,34.21,36.0,2988.0,719.0,1357.0,657.0,3.5174,268000.0,<1H OCEAN +-118.23,34.21,29.0,2584.0,608.0,1217.0,568.0,3.3287,273400.0,<1H OCEAN +-118.23,34.21,32.0,1464.0,406.0,693.0,380.0,2.5463,200000.0,<1H OCEAN +-118.23,34.21,38.0,1399.0,390.0,859.0,386.0,3.4148,234800.0,<1H OCEAN +-118.24,34.22,41.0,2476.0,506.0,1271.0,485.0,3.4531,263900.0,<1H OCEAN +-118.24,34.22,34.0,1722.0,406.0,926.0,371.0,4.1523,252000.0,<1H OCEAN +-118.25,34.22,34.0,2510.0,535.0,1516.0,542.0,3.8068,267000.0,<1H OCEAN +-118.23,34.21,50.0,309.0,47.0,121.0,45.0,6.213,285000.0,<1H OCEAN +-118.23,34.2,51.0,1477.0,280.0,750.0,295.0,5.3925,317900.0,<1H OCEAN +-118.23,34.2,48.0,1473.0,294.0,807.0,296.0,3.399,306300.0,<1H OCEAN +-118.24,34.2,41.0,2067.0,452.0,1282.0,455.0,5.5756,309900.0,<1H OCEAN +-118.24,34.21,32.0,3817.0,886.0,1888.0,829.0,3.5777,245600.0,<1H OCEAN +-118.24,34.22,36.0,2507.0,517.0,1232.0,470.0,5.529,241300.0,<1H OCEAN +-118.27,34.22,34.0,8206.0,1186.0,3141.0,1150.0,7.2812,462200.0,<1H OCEAN +-118.23,34.18,47.0,1853.0,345.0,757.0,310.0,3.6875,422000.0,<1H OCEAN +-118.23,34.18,43.0,1708.0,280.0,768.0,276.0,6.207,457400.0,<1H OCEAN +-118.23,34.18,45.0,2332.0,,943.0,339.0,8.1132,446600.0,<1H OCEAN +-118.26,34.18,32.0,14556.0,2077.0,5459.0,2017.0,8.1657,500001.0,<1H OCEAN +-118.22,34.19,36.0,959.0,204.0,446.0,210.0,3.215,331300.0,<1H OCEAN +-118.22,34.19,31.0,4704.0,920.0,1895.0,886.0,4.9297,400000.0,<1H OCEAN +-118.22,34.19,36.0,2443.0,492.0,1115.0,493.0,3.9777,409800.0,<1H OCEAN +-118.21,34.18,14.0,2672.0,335.0,1113.0,318.0,12.1579,500001.0,<1H OCEAN +-118.23,34.17,37.0,4524.0,1005.0,2099.0,937.0,3.5781,366700.0,<1H OCEAN +-118.21,34.17,24.0,8590.0,1231.0,3401.0,1178.0,8.1325,472700.0,<1H OCEAN +-118.21,34.16,25.0,434.0,74.0,199.0,75.0,5.9199,420500.0,<1H OCEAN +-118.19,34.16,49.0,1788.0,267.0,735.0,266.0,6.6009,375700.0,<1H OCEAN +-118.2,34.16,31.0,5550.0,881.0,2465.0,862.0,6.8317,446100.0,<1H OCEAN +-118.23,34.16,31.0,3105.0,582.0,1359.0,547.0,5.1718,429100.0,<1H OCEAN +-118.23,34.15,26.0,1649.0,522.0,1332.0,483.0,3.1004,257100.0,<1H OCEAN +-118.23,34.15,40.0,2124.0,370.0,998.0,372.0,5.3369,370400.0,<1H OCEAN +-118.24,34.16,40.0,2549.0,591.0,1156.0,546.0,3.3333,374300.0,<1H OCEAN +-118.24,34.16,52.0,2187.0,284.0,733.0,274.0,9.5823,406200.0,<1H OCEAN +-118.24,34.16,52.0,1904.0,297.0,797.0,286.0,6.6603,380400.0,<1H OCEAN +-118.25,34.16,52.0,2477.0,385.0,993.0,371.0,4.9135,368100.0,<1H OCEAN +-118.25,34.17,52.0,1532.0,292.0,631.0,275.0,5.1242,372900.0,<1H OCEAN +-118.25,34.16,24.0,5131.0,1436.0,2690.0,1371.0,2.5668,280000.0,<1H OCEAN +-118.26,34.17,20.0,5949.0,1417.0,2593.0,1337.0,3.8576,318600.0,<1H OCEAN +-118.26,34.16,17.0,2943.0,769.0,1312.0,656.0,3.1484,187500.0,<1H OCEAN +-118.26,34.16,19.0,2919.0,857.0,1866.0,811.0,3.1733,206300.0,<1H OCEAN +-118.26,34.16,20.0,3407.0,885.0,1883.0,870.0,3.7321,351100.0,<1H OCEAN +-118.27,34.17,48.0,1560.0,280.0,825.0,269.0,5.5118,354700.0,<1H OCEAN +-118.27,34.16,15.0,5036.0,1299.0,3164.0,1175.0,2.9148,238700.0,<1H OCEAN +-118.27,34.16,45.0,1865.0,360.0,973.0,349.0,3.6587,321200.0,<1H OCEAN +-118.28,34.17,52.0,2332.0,433.0,1135.0,440.0,5.5658,331200.0,<1H OCEAN +-118.27,34.17,52.0,2010.0,,908.0,326.0,6.9135,374000.0,<1H OCEAN +-118.27,34.17,52.0,2287.0,295.0,829.0,296.0,7.8383,500001.0,<1H OCEAN +-118.27,34.18,52.0,3034.0,406.0,1158.0,399.0,6.2976,498400.0,<1H OCEAN +-118.28,34.18,47.0,2243.0,339.0,911.0,319.0,7.4046,446800.0,<1H OCEAN +-118.28,34.18,52.0,2602.0,418.0,1137.0,419.0,5.3185,358000.0,<1H OCEAN +-118.29,34.18,52.0,1602.0,265.0,667.0,251.0,5.049,323500.0,<1H OCEAN +-118.28,34.18,50.0,2195.0,336.0,878.0,309.0,6.884,365600.0,<1H OCEAN +-118.28,34.17,22.0,2664.0,651.0,1553.0,629.0,3.6354,256300.0,<1H OCEAN +-118.29,34.17,17.0,3852.0,1066.0,2986.0,993.0,2.3482,255400.0,<1H OCEAN +-118.29,34.17,52.0,1732.0,305.0,875.0,311.0,4.325,292600.0,<1H OCEAN +-118.29,34.18,10.0,4292.0,1075.0,2719.0,987.0,3.6974,286600.0,<1H OCEAN +-118.29,34.16,31.0,1262.0,338.0,1019.0,332.0,3.7083,241900.0,<1H OCEAN +-118.29,34.16,42.0,413.0,107.0,349.0,107.0,4.3438,189800.0,<1H OCEAN +-118.29,34.17,12.0,2238.0,682.0,1882.0,611.0,2.9,208300.0,<1H OCEAN +-118.3,34.17,17.0,4041.0,1169.0,3309.0,1117.0,2.6016,222400.0,<1H OCEAN +-118.3,34.17,30.0,48.0,14.0,74.0,16.0,5.0056,162500.0,<1H OCEAN +-118.29,34.16,35.0,1257.0,318.0,764.0,319.0,3.2083,238000.0,<1H OCEAN +-118.3,34.16,40.0,1875.0,460.0,869.0,438.0,3.2321,243600.0,<1H OCEAN +-118.3,34.16,35.0,3213.0,874.0,2401.0,819.0,2.8342,256800.0,<1H OCEAN +-118.27,34.16,47.0,1453.0,356.0,787.0,345.0,3.0114,255500.0,<1H OCEAN +-118.27,34.15,22.0,2265.0,637.0,1684.0,561.0,2.6729,217100.0,<1H OCEAN +-118.27,34.15,25.0,3018.0,806.0,2205.0,742.0,3.0199,220200.0,<1H OCEAN +-118.27,34.15,14.0,1744.0,536.0,1494.0,531.0,3.2171,230800.0,<1H OCEAN +-118.27,34.16,52.0,830.0,183.0,479.0,179.0,3.1397,253700.0,<1H OCEAN +-118.27,34.16,48.0,1301.0,253.0,637.0,260.0,4.3438,252700.0,<1H OCEAN +-118.28,34.16,49.0,1393.0,290.0,605.0,282.0,2.9491,257400.0,<1H OCEAN +-118.26,34.16,18.0,1775.0,525.0,950.0,522.0,3.5417,177100.0,<1H OCEAN +-118.26,34.15,14.0,2981.0,894.0,1941.0,863.0,3.0,178600.0,<1H OCEAN +-118.26,34.15,6.0,3340.0,945.0,2315.0,846.0,2.8884,252300.0,<1H OCEAN +-118.26,34.15,18.0,2481.0,756.0,1763.0,675.0,2.8088,247500.0,<1H OCEAN +-118.24,34.16,52.0,850.0,162.0,493.0,160.0,6.9408,298800.0,<1H OCEAN +-118.24,34.15,20.0,2734.0,658.0,1562.0,607.0,3.3906,284100.0,<1H OCEAN +-118.24,34.15,45.0,1235.0,271.0,499.0,263.0,3.1435,282600.0,<1H OCEAN +-118.25,34.15,15.0,3712.0,1005.0,1888.0,890.0,3.6875,209600.0,<1H OCEAN +-118.25,34.16,14.0,3700.0,945.0,1681.0,905.0,3.9054,200000.0,<1H OCEAN +-118.24,34.15,17.0,5282.0,1605.0,4116.0,1574.0,3.052,209800.0,<1H OCEAN +-118.24,34.15,19.0,4852.0,1465.0,3171.0,1332.0,2.5924,192900.0,<1H OCEAN +-118.25,34.15,31.0,1238.0,338.0,605.0,331.0,2.8478,228100.0,<1H OCEAN +-118.25,34.15,32.0,1377.0,444.0,768.0,422.0,2.2621,187500.0,<1H OCEAN +-118.25,34.15,20.0,3960.0,1027.0,1729.0,978.0,3.0441,193800.0,<1H OCEAN +-118.23,34.14,33.0,2865.0,864.0,2061.0,790.0,2.6268,201300.0,<1H OCEAN +-118.24,34.14,20.0,3196.0,994.0,2929.0,983.0,3.0206,219500.0,<1H OCEAN +-118.24,34.14,27.0,2909.0,1021.0,2614.0,935.0,2.1444,229000.0,<1H OCEAN +-118.23,34.15,19.0,2294.0,716.0,1686.0,680.0,3.0288,258300.0,<1H OCEAN +-118.23,34.14,25.0,2864.0,844.0,1745.0,803.0,2.9167,224300.0,<1H OCEAN +-118.24,34.14,28.0,1843.0,554.0,1402.0,512.0,2.462,254000.0,<1H OCEAN +-118.24,34.14,36.0,1813.0,560.0,1501.0,544.0,1.9125,238000.0,<1H OCEAN +-118.24,34.13,37.0,1644.0,395.0,959.0,383.0,3.3636,257700.0,<1H OCEAN +-118.24,34.13,45.0,2170.0,401.0,1043.0,394.0,5.6921,269000.0,<1H OCEAN +-118.24,34.15,7.0,2063.0,670.0,1892.0,643.0,1.7301,202300.0,<1H OCEAN +-118.24,34.14,9.0,4877.0,1488.0,4486.0,1458.0,2.4421,222100.0,<1H OCEAN +-118.25,34.14,30.0,1615.0,570.0,1245.0,544.0,1.8929,196900.0,<1H OCEAN +-118.25,34.14,37.0,584.0,260.0,552.0,235.0,1.8235,275000.0,<1H OCEAN +-118.25,34.15,13.0,1107.0,479.0,616.0,443.0,0.8185,187500.0,<1H OCEAN +-118.26,34.14,51.0,902.0,320.0,650.0,334.0,1.5417,268800.0,<1H OCEAN +-118.26,34.14,29.0,3431.0,1222.0,4094.0,1205.0,2.2614,248100.0,<1H OCEAN +-118.27,34.14,10.0,1060.0,332.0,1025.0,288.0,3.0074,175000.0,<1H OCEAN +-118.26,34.14,6.0,1727.0,506.0,1200.0,439.0,4.1083,210700.0,<1H OCEAN +-118.27,34.15,7.0,2837.0,776.0,2287.0,736.0,3.008,229000.0,<1H OCEAN +-118.26,34.13,25.0,3208.0,1111.0,2843.0,1005.0,2.6673,218100.0,<1H OCEAN +-118.26,34.13,37.0,1383.0,470.0,1185.0,451.0,2.5,207100.0,<1H OCEAN +-118.26,34.13,37.0,196.0,74.0,194.0,68.0,1.2188,218800.0,<1H OCEAN +-118.26,34.14,23.0,1336.0,396.0,1255.0,359.0,2.5388,205000.0,<1H OCEAN +-118.25,34.14,13.0,3487.0,1131.0,3749.0,1072.0,2.1602,221900.0,<1H OCEAN +-118.25,34.14,25.0,5980.0,1856.0,5217.0,1772.0,2.506,184500.0,<1H OCEAN +-118.25,34.13,22.0,2340.0,773.0,2226.0,754.0,2.5417,217500.0,<1H OCEAN +-118.24,34.13,45.0,1971.0,439.0,1245.0,430.0,4.0272,260500.0,<1H OCEAN +-118.25,34.13,52.0,322.0,88.0,229.0,89.0,2.125,243800.0,<1H OCEAN +-118.25,34.13,36.0,2946.0,1025.0,2542.0,912.0,2.2244,255900.0,<1H OCEAN +-118.25,34.12,21.0,739.0,265.0,861.0,246.0,2.4856,181300.0,<1H OCEAN +-118.31,34.22,27.0,7714.0,1132.0,3199.0,1100.0,7.1262,446200.0,<1H OCEAN +-118.33,34.21,31.0,3190.0,489.0,1362.0,480.0,6.981,402900.0,<1H OCEAN +-118.34,34.21,36.0,1834.0,316.0,864.0,309.0,4.7885,302200.0,<1H OCEAN +-118.29,34.18,36.0,3120.0,620.0,1441.0,612.0,3.9041,320400.0,<1H OCEAN +-118.3,34.19,14.0,3615.0,913.0,1924.0,852.0,3.5083,280900.0,<1H OCEAN +-118.3,34.19,52.0,1704.0,277.0,746.0,262.0,4.7986,326100.0,<1H OCEAN +-118.3,34.19,51.0,1502.0,243.0,586.0,231.0,4.375,332400.0,<1H OCEAN +-118.31,34.19,27.0,4713.0,1169.0,2372.0,1077.0,3.7015,287900.0,<1H OCEAN +-118.3,34.19,52.0,2962.0,468.0,1364.0,466.0,4.9042,343500.0,<1H OCEAN +-118.31,34.2,36.0,1692.0,263.0,778.0,278.0,5.0865,349600.0,<1H OCEAN +-118.32,34.2,36.0,2110.0,346.0,984.0,342.0,6.9909,345300.0,<1H OCEAN +-118.32,34.2,36.0,759.0,136.0,372.0,135.0,4.9886,328900.0,<1H OCEAN +-118.32,34.2,36.0,1978.0,337.0,834.0,311.0,3.9866,294400.0,<1H OCEAN +-118.33,34.2,43.0,1325.0,254.0,613.0,248.0,3.6071,289000.0,<1H OCEAN +-118.33,34.2,43.0,2322.0,418.0,1106.0,433.0,4.3631,284600.0,<1H OCEAN +-118.34,34.2,41.0,2860.0,682.0,1516.0,621.0,3.0431,262900.0,<1H OCEAN +-118.34,34.19,41.0,1524.0,393.0,1176.0,375.0,2.875,192400.0,<1H OCEAN +-118.36,34.2,14.0,1878.0,614.0,1874.0,559.0,2.5267,231800.0,<1H OCEAN +-118.32,34.2,29.0,2209.0,444.0,952.0,403.0,4.375,341200.0,<1H OCEAN +-118.32,34.19,37.0,1335.0,249.0,485.0,240.0,4.1731,352100.0,<1H OCEAN +-118.32,34.19,37.0,1519.0,331.0,613.0,315.0,3.0179,272500.0,<1H OCEAN +-118.31,34.19,42.0,724.0,149.0,420.0,150.0,3.0625,361700.0,<1H OCEAN +-118.32,34.19,37.0,589.0,119.0,375.0,122.0,3.3897,222700.0,<1H OCEAN +-118.33,34.2,23.0,7179.0,1985.0,4757.0,1924.0,3.1051,206500.0,<1H OCEAN +-118.3,34.18,13.0,7174.0,1997.0,4293.0,1872.0,3.0973,251900.0,<1H OCEAN +-118.3,34.17,37.0,350.0,115.0,342.0,111.0,3.0687,200000.0,<1H OCEAN +-118.3,34.18,5.0,5492.0,1549.0,2997.0,1405.0,3.3205,172100.0,<1H OCEAN +-118.31,34.18,11.0,3112.0,890.0,1700.0,851.0,3.1587,181300.0,<1H OCEAN +-118.31,34.19,13.0,3801.0,1116.0,1986.0,1078.0,2.0875,222700.0,<1H OCEAN +-118.32,34.18,49.0,192.0,41.0,83.0,38.0,3.0179,118800.0,<1H OCEAN +-118.32,34.18,44.0,1594.0,389.0,832.0,340.0,3.4,212100.0,<1H OCEAN +-118.32,34.17,39.0,1995.0,564.0,1202.0,544.0,3.5875,250000.0,<1H OCEAN +-118.32,34.17,47.0,2589.0,465.0,1284.0,485.0,5.1008,247100.0,<1H OCEAN +-118.33,34.17,48.0,2584.0,483.0,1118.0,459.0,4.2396,245100.0,<1H OCEAN +-118.33,34.19,46.0,2115.0,463.0,1133.0,439.0,3.7344,222000.0,<1H OCEAN +-118.33,34.18,45.0,2570.0,517.0,1256.0,510.0,4.6898,226000.0,<1H OCEAN +-118.33,34.19,45.0,1505.0,347.0,799.0,319.0,3.138,217000.0,<1H OCEAN +-118.34,34.19,48.0,814.0,165.0,490.0,176.0,3.1406,223100.0,<1H OCEAN +-118.33,34.18,45.0,1552.0,315.0,785.0,316.0,3.7411,235500.0,<1H OCEAN +-118.33,34.18,49.0,1969.0,377.0,977.0,367.0,3.8462,231300.0,<1H OCEAN +-118.33,34.18,48.0,2122.0,385.0,926.0,362.0,5.6975,231400.0,<1H OCEAN +-118.34,34.19,43.0,1029.0,252.0,613.0,255.0,2.6827,219900.0,<1H OCEAN +-118.34,34.19,47.0,1721.0,343.0,834.0,334.0,4.1923,231200.0,<1H OCEAN +-118.34,34.18,45.0,3046.0,633.0,1448.0,599.0,3.24,226900.0,<1H OCEAN +-118.34,34.18,46.0,1393.0,301.0,714.0,295.0,2.8125,229900.0,<1H OCEAN +-118.35,34.19,45.0,903.0,190.0,557.0,204.0,4.0313,209100.0,<1H OCEAN +-118.36,34.19,46.0,1676.0,322.0,846.0,295.0,5.1814,209500.0,<1H OCEAN +-118.35,34.18,46.0,2711.0,491.0,1277.0,490.0,4.282,224700.0,<1H OCEAN +-118.35,34.18,46.0,1840.0,379.0,866.0,360.0,3.3056,230400.0,<1H OCEAN +-118.35,34.17,44.0,2572.0,613.0,1280.0,570.0,3.5583,232000.0,<1H OCEAN +-118.35,34.17,47.0,858.0,170.0,365.0,171.0,2.0385,225000.0,<1H OCEAN +-118.35,34.17,42.0,1604.0,326.0,814.0,329.0,4.4408,216000.0,<1H OCEAN +-118.36,34.17,46.0,1268.0,240.0,661.0,239.0,4.0742,229100.0,<1H OCEAN +-118.34,34.18,45.0,1328.0,290.0,720.0,289.0,3.875,226900.0,<1H OCEAN +-118.34,34.18,45.0,3566.0,701.0,1601.0,653.0,3.8668,232000.0,<1H OCEAN +-118.34,34.17,49.0,3033.0,580.0,1284.0,561.0,4.1161,232500.0,<1H OCEAN +-118.35,34.16,42.0,2267.0,478.0,1083.0,458.0,3.2015,250000.0,<1H OCEAN +-118.35,34.16,45.0,1390.0,281.0,538.0,270.0,4.2212,293800.0,<1H OCEAN +-118.35,34.16,49.0,1305.0,228.0,584.0,255.0,5.636,267900.0,<1H OCEAN +-118.33,34.17,44.0,1934.0,375.0,750.0,365.0,2.473,251800.0,<1H OCEAN +-118.33,34.16,37.0,2381.0,575.0,1235.0,499.0,3.7941,247800.0,<1H OCEAN +-118.34,34.17,46.0,1718.0,344.0,756.0,343.0,3.2125,247000.0,<1H OCEAN +-118.34,34.17,52.0,1133.0,212.0,545.0,222.0,4.875,249500.0,<1H OCEAN +-118.34,34.16,44.0,1717.0,391.0,848.0,353.0,3.6111,254500.0,<1H OCEAN +-118.34,34.16,46.0,1396.0,294.0,608.0,246.0,3.692,244500.0,<1H OCEAN +-118.33,34.16,44.0,2705.0,649.0,1676.0,654.0,3.4286,247900.0,<1H OCEAN +-118.33,34.15,39.0,493.0,168.0,259.0,138.0,2.3667,17500.0,<1H OCEAN +-118.33,34.15,44.0,1321.0,303.0,471.0,301.0,4.2679,331800.0,<1H OCEAN +-118.34,34.15,40.0,3068.0,756.0,1190.0,695.0,3.5637,497400.0,<1H OCEAN +-118.34,34.15,16.0,1586.0,377.0,625.0,344.0,4.0893,450000.0,<1H OCEAN +-118.34,34.16,25.0,6082.0,1763.0,2616.0,1644.0,3.6486,246900.0,<1H OCEAN +-118.32,34.17,45.0,3448.0,690.0,1562.0,643.0,4.0648,258800.0,<1H OCEAN +-118.31,34.16,38.0,2347.0,665.0,1317.0,547.0,3.2112,349300.0,<1H OCEAN +-118.32,34.16,49.0,1074.0,170.0,403.0,208.0,6.2547,366700.0,<1H OCEAN +-118.32,34.17,40.0,1868.0,356.0,799.0,403.0,2.9306,279300.0,<1H OCEAN +-118.33,34.16,23.0,1359.0,428.0,770.0,380.0,3.4016,234600.0,<1H OCEAN +-118.32,34.16,46.0,2345.0,453.0,1031.0,427.0,4.3173,278300.0,<1H OCEAN +-118.3,34.17,16.0,1353.0,398.0,1211.0,357.0,3.1551,205000.0,<1H OCEAN +-118.31,34.16,37.0,2144.0,446.0,860.0,435.0,3.9464,315000.0,<1H OCEAN +-118.31,34.17,12.0,3188.0,931.0,2118.0,850.0,3.1823,218300.0,<1H OCEAN +-118.31,34.17,24.0,2910.0,917.0,2522.0,873.0,2.4074,219400.0,<1H OCEAN +-118.43,34.3,33.0,2443.0,498.0,1601.0,484.0,4.0223,146000.0,<1H OCEAN +-118.43,34.3,37.0,1394.0,313.0,1111.0,327.0,3.6023,161800.0,<1H OCEAN +-118.43,34.29,39.0,1769.0,410.0,1499.0,390.0,3.1212,153500.0,<1H OCEAN +-118.42,34.29,34.0,1489.0,326.0,1389.0,313.0,3.4821,160300.0,<1H OCEAN +-118.43,34.3,28.0,271.0,61.0,246.0,62.0,1.7062,164600.0,<1H OCEAN +-118.44,34.29,35.0,2606.0,447.0,1555.0,404.0,4.6864,193800.0,<1H OCEAN +-118.43,34.29,38.0,1704.0,347.0,1384.0,374.0,2.865,155500.0,<1H OCEAN +-118.43,34.29,38.0,1237.0,298.0,1073.0,293.0,3.6726,154600.0,<1H OCEAN +-118.43,34.29,50.0,1181.0,265.0,1196.0,269.0,3.2095,167000.0,<1H OCEAN +-118.43,34.28,27.0,862.0,280.0,1243.0,267.0,2.3724,154200.0,<1H OCEAN +-118.44,34.29,32.0,1260.0,382.0,1434.0,342.0,2.0286,122900.0,<1H OCEAN +-118.44,34.29,30.0,1632.0,401.0,1357.0,401.0,3.1588,160100.0,<1H OCEAN +-118.45,34.29,30.0,762.0,228.0,840.0,226.0,2.3375,154200.0,<1H OCEAN +-118.44,34.28,32.0,527.0,146.0,582.0,143.0,1.7708,138800.0,<1H OCEAN +-118.44,34.28,46.0,11.0,11.0,24.0,13.0,2.875,162500.0,<1H OCEAN +-118.44,34.28,37.0,944.0,244.0,1107.0,235.0,1.9688,144100.0,<1H OCEAN +-118.44,34.28,47.0,843.0,194.0,800.0,180.0,3.3687,151700.0,<1H OCEAN +-118.44,34.28,38.0,1156.0,305.0,1359.0,289.0,2.5147,137100.0,<1H OCEAN +-118.45,34.28,36.0,2602.0,638.0,2780.0,620.0,2.7155,149800.0,<1H OCEAN +-117.71,34.15,17.0,17715.0,2370.0,7665.0,2312.0,7.9068,349100.0,INLAND +-117.73,34.12,26.0,1279.0,163.0,412.0,157.0,6.1731,293800.0,INLAND +-117.78,34.13,18.0,7798.0,1161.0,3710.0,1227.0,5.8819,260500.0,INLAND +-117.76,34.13,8.0,16759.0,2274.0,7249.0,2156.0,7.4837,358700.0,INLAND +-117.8,34.15,14.0,7876.0,1253.0,3699.0,1162.0,5.5423,248700.0,INLAND +-117.8,34.11,25.0,5039.0,821.0,2654.0,802.0,4.7969,211700.0,INLAND +-117.8,34.1,17.0,5153.0,1164.0,2949.0,1083.0,3.5603,174600.0,INLAND +-117.8,34.1,13.0,2996.0,495.0,1187.0,464.0,6.2456,161700.0,INLAND +-117.79,34.12,16.0,2426.0,426.0,1319.0,446.0,4.8125,224500.0,INLAND +-117.79,34.11,18.0,3814.0,721.0,1881.0,692.0,4.4722,215600.0,INLAND +-117.83,34.14,26.0,8254.0,1153.0,3460.0,1131.0,6.5253,349900.0,INLAND +-117.83,34.15,20.0,2421.0,306.0,1023.0,298.0,8.0683,451500.0,INLAND +-117.82,34.13,27.0,3770.0,573.0,1606.0,562.0,6.1321,309700.0,INLAND +-117.84,34.13,26.0,3773.0,694.0,2103.0,688.0,4.6937,198000.0,INLAND +-117.87,34.15,24.0,5745.0,735.0,2061.0,679.0,8.2827,451400.0,INLAND +-117.93,34.15,14.0,9610.0,2005.0,4723.0,1907.0,4.0393,156800.0,INLAND +-117.9,34.15,21.0,2056.0,461.0,1332.0,429.0,3.3942,212800.0,INLAND +-117.9,34.14,29.0,2240.0,457.0,1187.0,407.0,3.8365,184200.0,<1H OCEAN +-117.9,34.14,35.0,2259.0,505.0,1561.0,509.0,3.3043,155500.0,<1H OCEAN +-117.91,34.14,42.0,2225.0,485.0,1544.0,464.0,2.2442,166700.0,INLAND +-117.89,34.14,15.0,4644.0,967.0,2855.0,867.0,3.3654,222100.0,<1H OCEAN +-117.88,34.14,23.0,2308.0,322.0,1001.0,317.0,7.5112,355500.0,INLAND +-117.88,34.14,32.0,1764.0,365.0,924.0,329.0,3.875,186700.0,INLAND +-117.88,34.13,33.0,3713.0,718.0,2106.0,720.0,4.0023,185500.0,<1H OCEAN +-117.85,34.14,35.0,2899.0,429.0,1251.0,429.0,6.1049,297200.0,INLAND +-117.85,34.14,35.0,1582.0,248.0,654.0,221.0,4.9091,275000.0,INLAND +-117.86,34.14,33.0,2344.0,363.0,1098.0,359.0,6.2089,283400.0,INLAND +-117.87,34.15,37.0,2655.0,415.0,1056.0,401.0,5.4224,269500.0,INLAND +-117.86,34.14,36.0,3097.0,667.0,1484.0,634.0,3.1905,235300.0,INLAND +-117.87,34.14,30.0,2495.0,586.0,1139.0,559.0,2.9375,209200.0,INLAND +-117.85,34.13,31.0,1959.0,318.0,1021.0,303.0,4.3145,233000.0,INLAND +-117.85,34.12,30.0,4367.0,1033.0,2524.0,954.0,3.0448,192100.0,INLAND +-117.86,34.13,33.0,2383.0,428.0,1269.0,421.0,4.636,245500.0,INLAND +-117.86,34.13,40.0,1304.0,280.0,607.0,256.0,2.588,209500.0,INLAND +-117.86,34.13,29.0,630.0,145.0,378.0,148.0,3.4107,170800.0,INLAND +-117.87,34.13,32.0,1741.0,373.0,872.0,333.0,3.4219,194500.0,<1H OCEAN +-117.87,34.13,29.0,1677.0,413.0,873.0,400.0,3.12,194300.0,<1H OCEAN +-117.82,34.12,26.0,3118.0,528.0,1546.0,545.0,5.27,209400.0,INLAND +-117.84,34.12,25.0,3465.0,566.0,1722.0,536.0,4.8304,228900.0,INLAND +-117.83,34.11,29.0,2671.0,437.0,1484.0,445.0,4.9844,203000.0,INLAND +-117.84,34.11,17.0,3499.0,621.0,1911.0,621.0,4.8894,191700.0,INLAND +-117.84,34.12,34.0,2026.0,345.0,1142.0,332.0,4.392,187600.0,INLAND +-117.85,34.11,25.0,9255.0,1659.0,4944.0,1627.0,4.5708,223000.0,INLAND +-117.81,34.08,13.0,18448.0,2474.0,7775.0,2397.0,7.7876,348900.0,INLAND +-117.81,34.12,23.0,7063.0,1176.0,3100.0,1112.0,4.8229,192600.0,INLAND +-117.81,34.11,21.0,3481.0,808.0,1866.0,746.0,3.6201,150400.0,INLAND +-117.81,34.1,19.0,1935.0,399.0,1126.0,389.0,3.8929,144600.0,INLAND +-117.83,34.1,18.0,11026.0,1978.0,5407.0,1923.0,4.075,231100.0,INLAND +-117.76,34.1,28.0,4086.0,871.0,1973.0,853.0,2.621,202200.0,INLAND +-117.78,34.09,32.0,2643.0,516.0,1862.0,478.0,3.7177,177200.0,INLAND +-117.79,34.1,26.0,1664.0,344.0,1024.0,339.0,3.5192,190500.0,INLAND +-117.76,34.12,16.0,9020.0,1509.0,3575.0,1486.0,4.2415,275700.0,INLAND +-117.77,34.12,15.0,4260.0,770.0,2007.0,695.0,4.4609,230000.0,INLAND +-117.76,34.11,22.0,4935.0,954.0,2874.0,938.0,3.9825,180500.0,INLAND +-117.77,34.1,50.0,2388.0,494.0,1241.0,459.0,2.8818,167200.0,INLAND +-117.77,34.11,28.0,1998.0,414.0,1124.0,389.0,3.75,180900.0,INLAND +-117.78,34.11,23.0,7079.0,1381.0,3205.0,1327.0,3.0735,212300.0,INLAND +-117.74,34.11,28.0,3494.0,566.0,1391.0,522.0,5.3637,214700.0,INLAND +-117.75,34.12,25.0,5411.0,998.0,2243.0,1019.0,4.3148,240700.0,INLAND +-117.74,34.1,26.0,2723.0,604.0,1847.0,498.0,2.6779,136000.0,INLAND +-117.74,34.1,29.0,2742.0,488.0,2477.0,532.0,3.5072,121900.0,INLAND +-117.75,34.1,21.0,8069.0,2174.0,4369.0,2036.0,3.2756,156800.0,INLAND +-117.71,34.12,20.0,11250.0,1893.0,4952.0,1859.0,5.6785,239500.0,INLAND +-117.73,34.12,26.0,6459.0,894.0,2487.0,885.0,6.2089,261800.0,INLAND +-117.71,34.1,41.0,555.0,130.0,1492.0,123.0,2.2813,125000.0,INLAND +-117.71,34.1,52.0,567.0,152.0,2688.0,126.0,1.875,212500.0,INLAND +-117.72,34.1,52.0,2867.0,496.0,978.0,513.0,3.1477,291200.0,INLAND +-117.72,34.1,32.0,3241.0,895.0,1592.0,810.0,2.4952,181800.0,INLAND +-117.72,34.1,46.0,2477.0,458.0,1034.0,455.0,5.5,289700.0,INLAND +-117.73,34.1,37.0,3457.0,,1344.0,530.0,5.8891,226000.0,INLAND +-117.71,34.09,36.0,2637.0,476.0,1385.0,483.0,4.1739,158700.0,INLAND +-117.71,34.08,26.0,2744.0,494.0,1411.0,465.0,4.2639,154200.0,INLAND +-117.72,34.09,36.0,1473.0,328.0,785.0,299.0,3.2566,151800.0,INLAND +-117.72,34.09,33.0,4979.0,934.0,2575.0,874.0,3.7958,152500.0,INLAND +-117.73,34.09,30.0,2345.0,496.0,1897.0,454.0,2.4375,112100.0,INLAND +-117.73,34.09,36.0,1543.0,297.0,1355.0,303.0,3.5313,117800.0,INLAND +-117.73,34.08,33.0,1350.0,265.0,1251.0,257.0,2.9063,115200.0,INLAND +-117.74,34.09,30.0,3199.0,591.0,2192.0,563.0,3.4871,136400.0,INLAND +-117.75,34.08,33.0,2824.0,523.0,1797.0,493.0,3.6359,135100.0,INLAND +-117.75,34.08,33.0,1067.0,194.0,600.0,201.0,4.0368,139100.0,INLAND +-117.75,34.09,36.0,3094.0,556.0,1672.0,545.0,4.2143,146900.0,INLAND +-117.76,34.08,37.0,2263.0,502.0,1677.0,522.0,2.9388,139200.0,INLAND +-117.77,34.08,27.0,5929.0,932.0,2817.0,828.0,6.0434,214800.0,INLAND +-117.77,34.07,36.0,2922.0,652.0,2392.0,629.0,2.8661,124000.0,INLAND +-117.77,34.07,29.0,2976.0,662.0,2452.0,633.0,3.0638,113600.0,INLAND +-117.75,34.07,52.0,1548.0,348.0,1131.0,343.0,2.63,127300.0,INLAND +-117.76,34.07,51.0,1538.0,394.0,1173.0,388.0,2.3156,109800.0,INLAND +-117.76,34.07,48.0,1157.0,247.0,677.0,218.0,2.8594,127200.0,INLAND +-117.76,34.06,33.0,1831.0,486.0,1625.0,472.0,1.9937,103600.0,INLAND +-117.76,34.06,47.0,508.0,108.0,384.0,86.0,1.9583,92600.0,INLAND +-117.77,34.06,27.0,2178.0,629.0,2379.0,591.0,1.9766,108000.0,INLAND +-117.78,34.07,18.0,3610.0,772.0,2899.0,765.0,3.9784,113500.0,INLAND +-117.78,34.06,25.0,1712.0,491.0,1807.0,478.0,2.2258,114800.0,INLAND +-117.79,34.07,33.0,1694.0,333.0,1689.0,301.0,3.7583,116300.0,INLAND +-117.79,34.07,34.0,975.0,192.0,870.0,183.0,3.7933,116100.0,INLAND +-117.78,34.06,33.0,1056.0,272.0,964.0,300.0,2.4464,128700.0,INLAND +-117.78,34.05,39.0,2933.0,590.0,1886.0,550.0,3.9224,131300.0,INLAND +-117.8,34.05,5.0,4536.0,1178.0,2485.0,909.0,4.1118,125900.0,<1H OCEAN +-117.8,34.06,34.0,1081.0,205.0,1325.0,252.0,3.6298,108500.0,INLAND +-117.82,34.05,21.0,4031.0,923.0,2558.0,834.0,3.1641,117300.0,<1H OCEAN +-117.76,34.06,30.0,1700.0,504.0,1719.0,459.0,2.227,91900.0,INLAND +-117.76,34.05,36.0,2910.0,819.0,3055.0,782.0,1.9029,98000.0,INLAND +-117.75,34.05,35.0,1293.0,339.0,1494.0,312.0,1.6645,93300.0,INLAND +-117.76,34.05,36.0,3839.0,1004.0,4711.0,942.0,2.3859,116200.0,INLAND +-117.74,34.08,35.0,1613.0,298.0,911.0,293.0,3.4398,134300.0,INLAND +-117.74,34.07,42.0,2504.0,553.0,1550.0,509.0,3.0294,135700.0,INLAND +-117.74,34.06,48.0,2438.0,599.0,1508.0,548.0,2.8983,129200.0,INLAND +-117.74,34.07,52.0,1868.0,316.0,947.0,328.0,4.2415,140100.0,INLAND +-117.75,34.07,52.0,1279.0,213.0,444.0,204.0,5.2269,161000.0,INLAND +-117.75,34.07,52.0,2550.0,586.0,1246.0,576.0,1.6006,146200.0,INLAND +-117.72,34.08,34.0,2742.0,491.0,1761.0,496.0,3.2481,128800.0,INLAND +-117.72,34.07,33.0,4100.0,740.0,2580.0,730.0,3.7321,134200.0,INLAND +-117.73,34.08,28.0,5173.0,1069.0,3502.0,954.0,3.8438,130800.0,INLAND +-117.73,34.07,34.0,4038.0,725.0,2716.0,759.0,4.1339,135000.0,INLAND +-117.72,34.06,32.0,2209.0,654.0,1718.0,569.0,1.9643,113200.0,INLAND +-117.73,34.06,34.0,344.0,108.0,315.0,119.0,3.1786,117800.0,INLAND +-117.73,34.06,51.0,498.0,115.0,368.0,112.0,1.4063,98800.0,INLAND +-117.73,34.07,33.0,1921.0,489.0,1430.0,467.0,2.3406,122600.0,INLAND +-117.73,34.07,33.0,1025.0,261.0,854.0,269.0,2.2596,119400.0,INLAND +-117.73,34.05,36.0,975.0,243.0,809.0,233.0,2.8929,118100.0,INLAND +-117.73,34.05,28.0,2758.0,771.0,2877.0,694.0,2.0734,113300.0,INLAND +-117.74,34.05,30.0,1185.0,317.0,1466.0,302.0,2.625,94300.0,INLAND +-117.74,34.05,29.0,2452.0,700.0,3029.0,665.0,2.1354,110700.0,INLAND +-117.74,34.05,27.0,852.0,237.0,1024.0,221.0,2.1141,110900.0,INLAND +-117.75,34.05,46.0,1480.0,358.0,1511.0,348.0,1.9718,110600.0,INLAND +-117.73,34.04,26.0,3827.0,814.0,3367.0,810.0,3.15,129700.0,INLAND +-117.73,34.03,42.0,1967.0,378.0,1459.0,348.0,3.0375,118100.0,INLAND +-117.74,34.02,33.0,2318.0,464.0,1904.0,451.0,3.7454,116400.0,INLAND +-117.74,34.04,27.0,2215.0,440.0,1987.0,449.0,3.0429,129600.0,INLAND +-117.74,34.03,27.0,3623.0,809.0,3712.0,754.0,3.4609,123300.0,INLAND +-117.75,34.04,22.0,2948.0,636.0,2600.0,602.0,3.125,113600.0,INLAND +-117.76,34.04,34.0,1914.0,,1564.0,328.0,2.8347,115800.0,INLAND +-117.76,34.04,36.0,2242.0,448.0,2052.0,447.0,3.4464,113000.0,INLAND +-117.85,34.0,26.0,2712.0,402.0,1389.0,377.0,5.6513,227900.0,<1H OCEAN +-117.86,33.99,10.0,17820.0,2812.0,8686.0,2666.0,6.3875,310700.0,<1H OCEAN +-117.8,34.03,25.0,4240.0,643.0,1885.0,637.0,6.2384,247600.0,<1H OCEAN +-117.78,34.03,8.0,32054.0,5290.0,15507.0,5050.0,6.0191,253900.0,<1H OCEAN +-117.83,34.01,16.0,9446.0,1650.0,4911.0,1534.0,5.0111,212900.0,<1H OCEAN +-117.8,34.02,23.0,3351.0,591.0,1535.0,522.0,5.0869,230600.0,<1H OCEAN +-117.81,34.01,12.0,9197.0,1642.0,4332.0,1554.0,4.9589,282100.0,<1H OCEAN +-117.79,34.02,5.0,18690.0,2862.0,9427.0,2777.0,6.4266,315600.0,<1H OCEAN +-117.84,34.0,26.0,797.0,117.0,383.0,114.0,6.8758,253800.0,<1H OCEAN +-117.83,33.99,14.0,17527.0,2751.0,8380.0,2676.0,6.2734,267000.0,<1H OCEAN +-117.84,33.98,26.0,3638.0,557.0,1993.0,593.0,6.1076,221200.0,<1H OCEAN +-117.83,33.97,11.0,21533.0,3078.0,9671.0,2890.0,7.0329,368300.0,<1H OCEAN +-117.87,34.04,7.0,27700.0,4179.0,15037.0,4072.0,6.6288,339700.0,<1H OCEAN +-117.86,34.02,19.0,6300.0,937.0,3671.0,943.0,5.9716,262100.0,<1H OCEAN +-117.86,34.01,16.0,4632.0,,3038.0,727.0,5.1762,264400.0,<1H OCEAN +-117.87,34.02,16.0,3552.0,575.0,2120.0,573.0,6.4333,271500.0,<1H OCEAN +-117.84,34.04,4.0,9959.0,1544.0,4904.0,1429.0,6.9754,402500.0,<1H OCEAN +-117.85,34.06,24.0,3128.0,497.0,1406.0,472.0,7.5286,462700.0,<1H OCEAN +-117.85,34.08,23.0,1160.0,166.0,467.0,178.0,8.105,386200.0,<1H OCEAN +-117.85,34.07,32.0,761.0,101.0,295.0,95.0,11.1077,500001.0,<1H OCEAN +-117.86,34.08,31.0,2524.0,349.0,1003.0,343.0,7.5196,380900.0,<1H OCEAN +-117.87,34.08,33.0,4518.0,716.0,2037.0,764.0,5.6015,267200.0,<1H OCEAN +-117.87,34.07,21.0,4723.0,882.0,2210.0,768.0,3.8167,258700.0,<1H OCEAN +-117.85,34.1,22.0,5179.0,944.0,2315.0,884.0,4.51,189900.0,<1H OCEAN +-117.86,34.09,29.0,3855.0,585.0,2205.0,609.0,5.5496,218200.0,<1H OCEAN +-117.85,34.09,16.0,4556.0,639.0,2066.0,651.0,6.4667,263900.0,<1H OCEAN +-117.86,34.09,26.0,3408.0,542.0,1664.0,543.0,6.1498,239100.0,<1H OCEAN +-117.87,34.1,25.0,2208.0,477.0,1084.0,424.0,3.775,191700.0,<1H OCEAN +-117.87,34.09,31.0,1484.0,327.0,927.0,317.0,3.6484,189600.0,<1H OCEAN +-117.88,34.1,32.0,3357.0,621.0,1696.0,604.0,4.2685,216600.0,<1H OCEAN +-117.89,34.09,36.0,1811.0,320.0,1005.0,332.0,5.5629,188300.0,<1H OCEAN +-117.87,34.09,36.0,1267.0,191.0,640.0,200.0,5.2405,220000.0,<1H OCEAN +-117.87,34.08,33.0,3630.0,800.0,2257.0,796.0,3.2469,206900.0,<1H OCEAN +-117.88,34.09,29.0,3416.0,790.0,2223.0,728.0,3.5109,186000.0,<1H OCEAN +-117.86,34.1,23.0,2535.0,490.0,1327.0,466.0,3.5977,180600.0,<1H OCEAN +-117.86,34.1,29.0,1185.0,197.0,588.0,196.0,5.0832,196900.0,<1H OCEAN +-117.87,34.1,15.0,6409.0,1363.0,3359.0,1267.0,3.875,173300.0,<1H OCEAN +-117.84,34.1,17.0,7836.0,1624.0,4419.0,1526.0,3.8465,180700.0,<1H OCEAN +-117.85,34.11,27.0,1748.0,403.0,985.0,416.0,3.1133,180600.0,INLAND +-117.87,34.12,33.0,2059.0,361.0,1073.0,339.0,4.2454,183800.0,<1H OCEAN +-117.88,34.12,33.0,1485.0,274.0,1006.0,258.0,5.1708,158500.0,<1H OCEAN +-117.88,34.12,34.0,912.0,165.0,522.0,150.0,4.0417,178000.0,<1H OCEAN +-117.87,34.12,34.0,1004.0,220.0,772.0,217.0,3.8571,174500.0,<1H OCEAN +-117.87,34.11,23.0,4066.0,819.0,2105.0,737.0,4.6556,199600.0,<1H OCEAN +-117.87,34.11,34.0,1324.0,211.0,799.0,228.0,4.5234,192200.0,<1H OCEAN +-117.88,34.11,30.0,3082.0,602.0,2008.0,619.0,4.1411,182700.0,<1H OCEAN +-117.89,34.12,35.0,1470.0,241.0,885.0,246.0,4.9239,168800.0,<1H OCEAN +-117.88,34.12,35.0,1574.0,276.0,1088.0,289.0,4.0938,165300.0,<1H OCEAN +-117.89,34.11,36.0,806.0,147.0,446.0,153.0,4.5221,151300.0,<1H OCEAN +-117.88,34.11,18.0,2923.0,670.0,1751.0,656.0,3.2383,157000.0,<1H OCEAN +-117.89,34.12,35.0,1447.0,272.0,1224.0,268.0,3.9934,141900.0,<1H OCEAN +-117.89,34.12,35.0,1566.0,321.0,1396.0,317.0,4.05,141300.0,<1H OCEAN +-117.89,34.11,27.0,2434.0,535.0,1623.0,498.0,3.6875,140200.0,<1H OCEAN +-117.9,34.11,37.0,1286.0,255.0,1047.0,249.0,4.2019,140100.0,<1H OCEAN +-117.88,34.13,25.0,2559.0,654.0,1674.0,623.0,2.8547,155600.0,<1H OCEAN +-117.88,34.12,36.0,2029.0,351.0,1327.0,364.0,4.1836,164300.0,<1H OCEAN +-117.89,34.13,34.0,2159.0,386.0,1443.0,385.0,4.1995,147400.0,<1H OCEAN +-117.9,34.13,25.0,3076.0,856.0,2868.0,752.0,2.6619,117600.0,<1H OCEAN +-117.9,34.13,32.0,1640.0,391.0,1312.0,358.0,2.6292,136100.0,<1H OCEAN +-117.9,34.13,5.0,1126.0,316.0,819.0,311.0,1.5,139800.0,<1H OCEAN +-117.9,34.13,37.0,1801.0,422.0,1564.0,425.0,3.1597,133000.0,<1H OCEAN +-117.9,34.12,33.0,1788.0,456.0,1787.0,361.0,2.6629,124100.0,<1H OCEAN +-117.9,34.12,33.0,1555.0,361.0,1571.0,386.0,4.0529,138200.0,<1H OCEAN +-117.9,34.12,35.0,957.0,194.0,804.0,221.0,3.3322,151400.0,<1H OCEAN +-117.91,34.13,34.0,1540.0,328.0,1037.0,317.0,2.2132,138500.0,<1H OCEAN +-117.92,34.13,42.0,1762.0,398.0,1526.0,365.0,2.8643,132600.0,INLAND +-117.91,34.12,41.0,2673.0,578.0,2259.0,592.0,3.7846,145500.0,<1H OCEAN +-117.91,34.12,33.0,1391.0,309.0,1038.0,298.0,4.1944,149500.0,<1H OCEAN +-117.92,34.12,32.0,2552.0,576.0,2161.0,548.0,2.9459,144400.0,<1H OCEAN +-117.93,34.12,36.0,294.0,67.0,266.0,80.0,3.5385,134400.0,INLAND +-117.9,34.11,23.0,4776.0,1316.0,4797.0,1187.0,2.1667,142600.0,<1H OCEAN +-117.91,34.11,20.0,3158.0,684.0,2396.0,713.0,3.525,153000.0,<1H OCEAN +-117.92,34.11,24.0,2838.0,695.0,2151.0,645.0,3.2202,126200.0,<1H OCEAN +-117.94,34.1,31.0,1239.0,254.0,929.0,244.0,3.3625,153400.0,<1H OCEAN +-117.97,34.11,18.0,123.0,28.0,121.0,26.0,3.0417,137500.0,INLAND +-117.99,34.08,11.0,2399.0,527.0,2307.0,531.0,3.5625,141000.0,INLAND +-117.99,34.07,31.0,1507.0,369.0,1548.0,347.0,3.4327,147200.0,INLAND +-117.98,34.07,15.0,3543.0,888.0,3131.0,823.0,3.0184,139400.0,INLAND +-117.98,34.07,28.0,441.0,106.0,504.0,108.0,2.9107,152500.0,INLAND +-117.99,34.06,32.0,2491.0,616.0,2660.0,595.0,2.564,145800.0,INLAND +-118.0,34.07,34.0,1696.0,456.0,1609.0,426.0,2.25,138500.0,INLAND +-117.99,34.07,35.0,1681.0,360.0,1648.0,373.0,2.4911,145900.0,INLAND +-117.99,34.08,35.0,1032.0,207.0,954.0,191.0,2.8906,134800.0,INLAND +-117.97,34.08,8.0,2027.0,480.0,1781.0,447.0,3.0806,142400.0,INLAND +-117.97,34.08,30.0,2227.0,474.0,1961.0,481.0,3.3261,164100.0,INLAND +-117.96,34.07,32.0,2910.0,709.0,2583.0,670.0,3.7736,158400.0,<1H OCEAN +-117.97,34.07,20.0,2063.0,496.0,1573.0,468.0,3.2,157100.0,<1H OCEAN +-117.97,34.07,22.0,1438.0,364.0,1325.0,335.0,2.7802,162500.0,<1H OCEAN +-117.98,34.08,17.0,3640.0,830.0,3537.0,807.0,3.4784,152200.0,INLAND +-117.98,34.1,22.0,5661.0,1209.0,5389.0,1178.0,3.7727,159700.0,INLAND +-117.98,34.09,31.0,3073.0,617.0,2640.0,594.0,3.5,161300.0,INLAND +-117.97,34.09,27.0,3569.0,761.0,3339.0,762.0,4.1304,160500.0,INLAND +-117.95,34.11,29.0,1986.0,448.0,2013.0,432.0,3.1034,140800.0,INLAND +-117.96,34.1,35.0,4036.0,904.0,3878.0,846.0,3.2957,141600.0,INLAND +-117.97,34.1,33.0,1558.0,316.0,1600.0,338.0,2.9712,143900.0,INLAND +-117.97,34.1,26.0,1399.0,277.0,1285.0,276.0,4.0,160100.0,INLAND +-117.96,34.09,30.0,2686.0,613.0,2477.0,573.0,3.4427,160800.0,INLAND +-117.96,34.09,6.0,1954.0,534.0,1584.0,496.0,3.1621,131000.0,INLAND +-117.96,34.1,30.0,2775.0,657.0,2847.0,642.0,3.2266,141800.0,INLAND +-117.97,34.09,31.0,2779.0,639.0,2259.0,670.0,3.4032,143400.0,INLAND +-117.95,34.09,21.0,2215.0,484.0,1792.0,419.0,2.8375,166500.0,<1H OCEAN +-117.95,34.08,34.0,2278.0,476.0,1728.0,448.0,3.125,154100.0,<1H OCEAN +-117.95,34.09,18.0,1179.0,324.0,1296.0,331.0,2.851,140600.0,<1H OCEAN +-117.96,34.08,39.0,1076.0,338.0,1242.0,332.0,2.2679,151800.0,<1H OCEAN +-117.96,34.08,33.0,4151.0,850.0,3563.0,848.0,3.1912,159900.0,<1H OCEAN +-117.96,34.08,28.0,2831.0,552.0,2330.0,557.0,3.9741,173100.0,<1H OCEAN +-117.94,34.09,21.0,2707.0,675.0,1742.0,626.0,2.1062,176700.0,<1H OCEAN +-117.94,34.08,32.0,2704.0,514.0,1669.0,497.0,4.4653,195400.0,<1H OCEAN +-117.94,34.08,34.0,1970.0,476.0,1269.0,406.0,4.064,201200.0,<1H OCEAN +-117.94,34.08,35.0,2393.0,417.0,1336.0,418.0,4.87,187700.0,<1H OCEAN +-117.95,34.08,37.0,1137.0,203.0,672.0,226.0,3.2969,189000.0,<1H OCEAN +-117.95,34.07,37.0,1987.0,399.0,1279.0,378.0,4.1172,176500.0,<1H OCEAN +-117.93,34.09,34.0,2192.0,431.0,1376.0,428.0,3.9861,163900.0,<1H OCEAN +-117.93,34.09,35.0,782.0,153.0,499.0,163.0,4.2062,161300.0,<1H OCEAN +-117.93,34.09,35.0,1891.0,353.0,1093.0,382.0,4.0167,165500.0,<1H OCEAN +-117.93,34.09,37.0,1185.0,225.0,769.0,235.0,4.4625,154200.0,<1H OCEAN +-117.92,34.08,36.0,1285.0,228.0,679.0,231.0,3.8705,191900.0,<1H OCEAN +-117.92,34.08,35.0,2108.0,408.0,1257.0,414.0,4.1312,185200.0,<1H OCEAN +-117.93,34.07,34.0,1409.0,305.0,819.0,273.0,3.3977,188800.0,<1H OCEAN +-117.93,34.08,36.0,1371.0,246.0,806.0,241.0,4.5078,187100.0,<1H OCEAN +-117.93,34.08,35.0,689.0,128.0,379.0,128.0,3.9583,206000.0,<1H OCEAN +-117.93,34.08,36.0,1597.0,285.0,901.0,272.0,4.3947,197000.0,<1H OCEAN +-117.93,34.08,36.0,1788.0,317.0,1139.0,320.0,4.125,185800.0,<1H OCEAN +-117.91,34.08,33.0,2325.0,452.0,1170.0,445.0,3.6625,217100.0,<1H OCEAN +-117.91,34.08,35.0,1443.0,266.0,861.0,262.0,3.5795,186900.0,<1H OCEAN +-117.92,34.08,36.0,1479.0,251.0,741.0,245.0,4.2986,189600.0,<1H OCEAN +-117.92,34.08,35.0,1860.0,323.0,1011.0,305.0,3.5536,207000.0,<1H OCEAN +-117.92,34.08,35.0,1897.0,311.0,965.0,323.0,5.7039,199400.0,<1H OCEAN +-117.91,34.1,28.0,3694.0,722.0,1999.0,718.0,3.2813,181100.0,<1H OCEAN +-117.91,34.09,20.0,4327.0,1037.0,2296.0,963.0,3.0441,185400.0,<1H OCEAN +-117.92,34.09,35.0,1810.0,318.0,1164.0,332.0,5.0123,165700.0,<1H OCEAN +-117.92,34.1,33.0,1921.0,397.0,1492.0,393.0,4.375,150500.0,<1H OCEAN +-117.9,34.1,31.0,3007.0,653.0,1766.0,616.0,3.7083,166000.0,<1H OCEAN +-117.91,34.1,35.0,2746.0,478.0,1779.0,501.0,4.25,166700.0,<1H OCEAN +-117.92,34.1,35.0,2994.0,603.0,1933.0,561.0,4.0052,160700.0,<1H OCEAN +-117.89,34.1,27.0,3341.0,728.0,1762.0,679.0,2.9437,180400.0,<1H OCEAN +-117.89,34.1,35.0,3185.0,544.0,1858.0,564.0,3.8304,175900.0,<1H OCEAN +-117.89,34.1,34.0,2048.0,411.0,1456.0,416.0,3.125,168600.0,<1H OCEAN +-117.9,34.1,35.0,2739.0,475.0,1481.0,483.0,4.5655,176600.0,<1H OCEAN +-117.9,34.09,34.0,1562.0,272.0,825.0,266.0,4.125,220800.0,<1H OCEAN +-117.9,34.08,32.0,2068.0,356.0,976.0,370.0,5.212,201200.0,<1H OCEAN +-117.89,34.09,37.0,1055.0,280.0,538.0,206.0,2.4167,181300.0,<1H OCEAN +-117.89,34.09,35.0,1205.0,330.0,583.0,319.0,2.3971,188900.0,<1H OCEAN +-117.89,34.09,37.0,1813.0,394.0,1100.0,375.0,3.4453,176700.0,<1H OCEAN +-117.9,34.09,39.0,1726.0,333.0,892.0,335.0,4.3409,191800.0,<1H OCEAN +-117.88,34.08,30.0,6132.0,1538.0,3147.0,1449.0,2.7763,187800.0,<1H OCEAN +-117.89,34.08,35.0,1711.0,335.0,825.0,356.0,3.5,215600.0,<1H OCEAN +-117.89,34.08,25.0,2115.0,489.0,1107.0,477.0,3.1949,207400.0,<1H OCEAN +-117.89,34.07,32.0,2374.0,450.0,1580.0,427.0,3.8837,200300.0,<1H OCEAN +-117.9,34.08,32.0,5482.0,1251.0,3426.0,1117.0,3.2943,204400.0,<1H OCEAN +-117.87,34.06,25.0,3652.0,470.0,1525.0,484.0,10.1248,428500.0,<1H OCEAN +-117.88,34.06,23.0,6689.0,1124.0,3081.0,1047.0,5.9254,491200.0,<1H OCEAN +-117.9,34.06,35.0,1313.0,194.0,599.0,209.0,7.5,287200.0,<1H OCEAN +-117.9,34.06,33.0,1701.0,290.0,831.0,275.0,5.4469,274700.0,<1H OCEAN +-117.9,34.06,33.0,1330.0,209.0,578.0,192.0,5.6406,266200.0,<1H OCEAN +-117.89,34.07,35.0,1439.0,261.0,804.0,271.0,3.9808,188600.0,<1H OCEAN +-117.9,34.07,35.0,1646.0,294.0,1056.0,280.0,3.055,172000.0,<1H OCEAN +-117.89,34.07,35.0,834.0,137.0,392.0,123.0,4.5179,218800.0,<1H OCEAN +-117.9,34.06,34.0,2956.0,469.0,1488.0,464.0,5.3664,268300.0,<1H OCEAN +-117.9,34.07,36.0,1009.0,164.0,466.0,149.0,5.8519,249400.0,<1H OCEAN +-117.91,34.07,36.0,1390.0,270.0,887.0,266.0,5.0897,189000.0,<1H OCEAN +-117.91,34.07,33.0,2938.0,561.0,1519.0,549.0,4.5594,204200.0,<1H OCEAN +-117.92,34.06,34.0,2819.0,609.0,1718.0,558.0,3.5547,197600.0,<1H OCEAN +-117.92,34.07,36.0,1057.0,207.0,658.0,207.0,4.7708,191700.0,<1H OCEAN +-117.92,34.07,29.0,1699.0,399.0,1052.0,411.0,3.2122,195500.0,<1H OCEAN +-117.91,34.06,29.0,3250.0,521.0,1382.0,513.0,5.112,218300.0,<1H OCEAN +-117.91,34.05,35.0,3189.0,,1727.0,500.0,5.0758,211100.0,<1H OCEAN +-117.92,34.06,35.0,2894.0,467.0,1420.0,479.0,5.184,224900.0,<1H OCEAN +-117.93,34.06,37.0,1505.0,262.0,798.0,259.0,5.4635,202100.0,<1H OCEAN +-117.93,34.06,35.0,1022.0,183.0,628.0,187.0,3.9375,187500.0,<1H OCEAN +-117.93,34.05,36.0,1340.0,221.0,848.0,244.0,4.1731,205100.0,<1H OCEAN +-117.93,34.05,32.0,3055.0,623.0,1902.0,565.0,4.2926,190700.0,<1H OCEAN +-117.92,34.07,38.0,175.0,22.0,129.0,20.0,9.7066,182500.0,<1H OCEAN +-117.93,34.06,28.0,3342.0,688.0,2210.0,647.0,3.4596,202800.0,<1H OCEAN +-117.95,34.05,34.0,1428.0,227.0,890.0,249.0,5.8722,204800.0,<1H OCEAN +-117.94,34.06,32.0,3418.0,662.0,2003.0,622.0,4.0333,210200.0,<1H OCEAN +-117.94,34.06,34.0,1921.0,422.0,1230.0,447.0,3.6648,193900.0,<1H OCEAN +-117.93,34.07,36.0,1207.0,209.0,683.0,213.0,5.3559,207300.0,<1H OCEAN +-117.94,34.07,25.0,1814.0,404.0,1187.0,363.0,3.3523,170800.0,<1H OCEAN +-117.95,34.07,37.0,1375.0,260.0,951.0,272.0,3.2083,195200.0,<1H OCEAN +-117.95,34.06,32.0,2252.0,415.0,1370.0,411.0,4.6312,184800.0,<1H OCEAN +-117.96,34.07,35.0,2819.0,529.0,1508.0,485.0,4.6118,191700.0,<1H OCEAN +-117.96,34.06,34.0,2226.0,381.0,1464.0,365.0,4.4102,183200.0,<1H OCEAN +-117.96,34.06,31.0,2017.0,462.0,1462.0,457.0,2.067,167300.0,<1H OCEAN +-117.97,34.05,33.0,1452.0,268.0,1274.0,278.0,3.6563,162700.0,<1H OCEAN +-117.97,34.06,34.0,3580.0,684.0,2786.0,636.0,4.0469,166800.0,<1H OCEAN +-117.98,34.06,33.0,1353.0,228.0,1079.0,237.0,4.5417,160300.0,<1H OCEAN +-117.97,34.06,31.0,2516.0,,2194.0,497.0,3.2413,155500.0,<1H OCEAN +-117.98,34.06,36.0,2391.0,407.0,1967.0,398.0,4.0274,160700.0,<1H OCEAN +-117.98,34.05,35.0,2342.0,426.0,2176.0,416.0,3.7454,156900.0,<1H OCEAN +-117.99,34.05,35.0,1792.0,317.0,1441.0,306.0,3.7917,151100.0,<1H OCEAN +-117.97,34.05,33.0,2028.0,422.0,1727.0,371.0,2.8438,157600.0,<1H OCEAN +-117.97,34.05,36.0,931.0,160.0,746.0,201.0,3.1667,158000.0,<1H OCEAN +-117.97,34.05,36.0,1299.0,206.0,763.0,216.0,3.5179,161400.0,<1H OCEAN +-117.97,34.05,34.0,2050.0,495.0,1832.0,465.0,2.8333,155700.0,<1H OCEAN +-117.98,34.05,33.0,1560.0,315.0,1467.0,313.0,4.1429,159800.0,<1H OCEAN +-117.98,34.04,34.0,2547.0,537.0,2108.0,498.0,3.4722,154600.0,<1H OCEAN +-117.97,34.04,32.0,1507.0,295.0,1326.0,324.0,4.119,163300.0,<1H OCEAN +-117.97,34.04,28.0,1686.0,417.0,1355.0,388.0,2.5192,157300.0,<1H OCEAN +-117.96,34.03,35.0,2093.0,,1755.0,403.0,3.4115,150400.0,<1H OCEAN +-117.96,34.03,35.0,1623.0,331.0,1462.0,312.0,3.9803,152600.0,<1H OCEAN +-117.95,34.03,33.0,1453.0,326.0,1609.0,319.0,3.7578,155800.0,<1H OCEAN +-117.95,34.03,35.0,804.0,159.0,727.0,179.0,2.7361,145700.0,<1H OCEAN +-117.96,34.05,35.0,1254.0,263.0,1092.0,268.0,4.6364,163100.0,<1H OCEAN +-117.96,34.05,36.0,1475.0,270.0,1149.0,284.0,3.0904,158600.0,<1H OCEAN +-117.95,34.05,35.0,1309.0,276.0,1113.0,253.0,4.375,156500.0,<1H OCEAN +-117.95,34.04,36.0,1044.0,200.0,982.0,205.0,4.7679,153900.0,<1H OCEAN +-117.96,34.04,35.0,1141.0,212.0,924.0,212.0,3.1591,148300.0,<1H OCEAN +-117.96,34.04,33.0,1458.0,268.0,1115.0,257.0,4.7955,158100.0,<1H OCEAN +-117.96,34.04,34.0,1381.0,265.0,1020.0,268.0,4.025,146900.0,<1H OCEAN +-117.96,34.05,32.0,1993.0,388.0,1385.0,380.0,3.7258,181900.0,<1H OCEAN +-117.94,34.05,34.0,1729.0,324.0,1341.0,324.0,3.7708,163500.0,<1H OCEAN +-117.94,34.04,36.0,1431.0,354.0,1367.0,334.0,3.5592,160200.0,<1H OCEAN +-117.94,34.04,34.0,1403.0,274.0,977.0,257.0,3.8409,163000.0,<1H OCEAN +-117.94,34.05,34.0,1519.0,304.0,1262.0,300.0,3.3409,161200.0,<1H OCEAN +-117.95,34.05,31.0,2349.0,539.0,2028.0,521.0,3.494,154500.0,<1H OCEAN +-117.94,34.04,33.0,1493.0,331.0,1571.0,354.0,3.8864,158900.0,<1H OCEAN +-117.95,34.04,27.0,2610.0,846.0,2296.0,750.0,2.274,150800.0,<1H OCEAN +-117.94,34.03,35.0,1499.0,289.0,1112.0,268.0,3.83,149000.0,<1H OCEAN +-117.94,34.03,35.0,1375.0,249.0,1015.0,239.0,4.0521,151800.0,<1H OCEAN +-117.95,34.03,33.0,1782.0,394.0,1517.0,376.0,3.3389,157900.0,<1H OCEAN +-117.93,34.01,23.0,3188.0,836.0,3883.0,840.0,2.1863,157600.0,<1H OCEAN +-117.93,34.01,33.0,1733.0,361.0,1757.0,375.0,4.2266,153800.0,<1H OCEAN +-117.94,34.02,27.0,5026.0,955.0,3899.0,930.0,3.871,162900.0,<1H OCEAN +-117.95,34.02,19.0,1129.0,258.0,900.0,228.0,3.875,135600.0,<1H OCEAN +-117.95,34.02,22.0,1919.0,411.0,1203.0,363.0,4.2578,144100.0,<1H OCEAN +-117.92,34.03,35.0,1341.0,233.0,898.0,216.0,4.1118,157300.0,<1H OCEAN +-117.92,34.03,32.0,1819.0,375.0,1728.0,375.0,3.975,162400.0,<1H OCEAN +-117.92,34.03,35.0,1469.0,306.0,1285.0,308.0,3.9219,159500.0,<1H OCEAN +-117.93,34.03,35.0,2160.0,399.0,1694.0,403.0,3.8581,163100.0,<1H OCEAN +-117.93,34.03,30.0,2246.0,446.0,1837.0,431.0,4.7917,164500.0,<1H OCEAN +-117.93,34.04,23.0,6361.0,1168.0,4580.0,1109.0,4.9342,181000.0,<1H OCEAN +-117.93,34.04,30.0,1336.0,239.0,905.0,253.0,4.8854,178100.0,<1H OCEAN +-117.9,34.04,15.0,11989.0,2185.0,6652.0,2081.0,4.5554,278300.0,<1H OCEAN +-117.9,34.05,33.0,629.0,76.0,253.0,75.0,7.6286,330400.0,<1H OCEAN +-117.91,34.04,15.0,8749.0,1761.0,5278.0,1691.0,4.6324,168800.0,<1H OCEAN +-117.92,34.05,36.0,2241.0,419.0,1743.0,448.0,4.6587,161900.0,<1H OCEAN +-117.88,34.01,16.0,6756.0,1332.0,4429.0,1299.0,4.7589,178200.0,<1H OCEAN +-117.88,34.0,21.0,5459.0,1086.0,3394.0,1087.0,3.6308,192100.0,<1H OCEAN +-117.89,34.01,23.0,4535.0,955.0,3881.0,930.0,3.6275,154100.0,<1H OCEAN +-117.9,34.01,27.0,1702.0,381.0,2091.0,352.0,3.7917,131100.0,<1H OCEAN +-117.9,34.01,27.0,2383.0,472.0,2079.0,494.0,3.9702,141400.0,<1H OCEAN +-117.91,34.02,17.0,5973.0,1384.0,4349.0,1229.0,3.2799,199300.0,<1H OCEAN +-117.9,34.02,15.0,14058.0,2486.0,8997.0,2497.0,5.0704,226200.0,<1H OCEAN +-117.91,34.02,22.0,6269.0,,5587.0,1251.0,3.8201,136200.0,<1H OCEAN +-117.92,34.01,35.0,3055.0,634.0,3738.0,615.0,3.375,127200.0,<1H OCEAN +-117.98,34.04,29.0,1468.0,310.0,1390.0,276.0,3.75,190600.0,<1H OCEAN +-117.96,34.02,33.0,349.0,124.0,460.0,83.0,2.375,133300.0,<1H OCEAN +-117.98,34.03,21.0,797.0,162.0,484.0,166.0,2.625,191100.0,<1H OCEAN +-117.9,33.99,18.0,8076.0,1789.0,5325.0,1707.0,3.443,171900.0,<1H OCEAN +-117.92,34.0,36.0,116.0,30.0,193.0,35.0,3.8125,136300.0,<1H OCEAN +-117.88,34.0,32.0,265.0,51.0,170.0,50.0,3.9375,187500.0,<1H OCEAN +-117.89,33.99,22.0,3272.0,618.0,1784.0,591.0,4.0324,211300.0,<1H OCEAN +-117.87,33.99,21.0,2837.0,515.0,2031.0,555.0,4.9271,209700.0,<1H OCEAN +-118.01,34.05,37.0,682.0,172.0,813.0,173.0,3.8125,138000.0,<1H OCEAN +-117.99,34.04,30.0,4468.0,959.0,4027.0,938.0,3.185,168300.0,<1H OCEAN +-118.02,34.04,27.0,5640.0,1001.0,3538.0,978.0,5.065,215400.0,<1H OCEAN +-118.0,34.03,25.0,6909.0,1154.0,3912.0,1121.0,5.257,226100.0,<1H OCEAN +-117.98,34.02,32.0,2945.0,651.0,2044.0,652.0,3.1979,183900.0,<1H OCEAN +-117.98,34.02,33.0,3512.0,632.0,1971.0,598.0,4.4653,193200.0,<1H OCEAN +-117.98,34.01,27.0,2643.0,418.0,1344.0,381.0,5.7057,262100.0,<1H OCEAN +-117.99,34.0,26.0,2988.0,397.0,1371.0,415.0,6.6988,382500.0,<1H OCEAN +-118.02,34.02,21.0,5992.0,986.0,2647.0,969.0,5.2405,302400.0,<1H OCEAN +-117.97,34.01,33.0,3530.0,700.0,2959.0,679.0,3.7459,152900.0,<1H OCEAN +-117.97,34.01,33.0,2006.0,381.0,1410.0,346.0,3.7083,165500.0,<1H OCEAN +-117.97,34.0,28.0,1983.0,375.0,1407.0,367.0,3.8319,179000.0,<1H OCEAN +-117.97,33.99,22.0,5284.0,982.0,2613.0,932.0,4.7332,289900.0,<1H OCEAN +-117.98,34.0,22.0,3632.0,538.0,1968.0,566.0,6.019,324900.0,<1H OCEAN +-117.98,33.99,26.0,3343.0,455.0,1429.0,457.0,7.0778,334300.0,<1H OCEAN +-117.98,33.98,27.0,2275.0,346.0,1039.0,333.0,6.2217,333500.0,<1H OCEAN +-117.99,33.98,18.0,8399.0,1144.0,3727.0,1107.0,6.9695,360400.0,<1H OCEAN +-117.95,34.0,34.0,2376.0,468.0,1858.0,449.0,4.1328,176300.0,<1H OCEAN +-117.96,34.0,33.0,5462.0,952.0,3527.0,914.0,4.4038,186700.0,<1H OCEAN +-117.96,34.0,34.0,2777.0,540.0,1954.0,522.0,4.5163,183800.0,<1H OCEAN +-117.92,33.98,10.0,16414.0,2919.0,8907.0,2714.0,6.1552,362500.0,<1H OCEAN +-117.95,33.98,15.0,16042.0,2602.0,7732.0,2552.0,5.6716,330400.0,<1H OCEAN +-117.94,33.99,18.0,6100.0,1018.0,3112.0,982.0,4.9932,284000.0,<1H OCEAN +-117.95,33.99,15.0,3978.0,692.0,2418.0,665.0,5.0142,269900.0,<1H OCEAN +-117.95,33.99,24.0,1219.0,177.0,610.0,185.0,6.7978,325000.0,<1H OCEAN +-117.95,33.99,25.0,1075.0,138.0,451.0,132.0,6.8492,332200.0,<1H OCEAN +-117.96,33.99,25.0,1348.0,210.0,660.0,200.0,5.2852,297600.0,<1H OCEAN +-117.96,33.99,25.0,2799.0,388.0,1348.0,389.0,6.2517,311100.0,<1H OCEAN +-117.97,33.99,23.0,3335.0,570.0,1560.0,555.0,5.7268,300300.0,<1H OCEAN +-117.96,33.98,25.0,1259.0,184.0,599.0,170.0,5.7407,302200.0,<1H OCEAN +-117.88,33.96,16.0,19059.0,3079.0,10988.0,3061.0,5.5469,265200.0,<1H OCEAN +-117.89,33.98,5.0,3088.0,711.0,1415.0,641.0,2.5125,184500.0,<1H OCEAN +-117.9,33.98,20.0,9893.0,2283.0,7228.0,2159.0,3.253,186700.0,<1H OCEAN +-117.9,33.97,23.0,7353.0,1255.0,4014.0,1124.0,5.4155,213200.0,<1H OCEAN +-117.75,34.06,52.0,1171.0,318.0,1126.0,276.0,1.9762,105800.0,INLAND +-117.75,34.06,52.0,62.0,9.0,44.0,16.0,0.4999,112500.0,INLAND +-117.74,34.06,4.0,1391.0,506.0,727.0,369.0,1.4722,137500.0,INLAND +-117.75,34.05,27.0,437.0,108.0,469.0,97.0,1.7206,107500.0,INLAND +-117.75,34.05,37.0,378.0,92.0,503.0,103.0,2.1908,94600.0,INLAND +-117.75,34.06,44.0,477.0,135.0,502.0,117.0,2.0156,112500.0,INLAND +-117.75,34.06,52.0,24.0,6.0,46.0,7.0,1.625,67500.0,INLAND +-117.94,34.15,33.0,859.0,144.0,421.0,138.0,4.4821,220100.0,INLAND +-117.95,34.16,17.0,7116.0,1089.0,3538.0,1083.0,6.2654,273800.0,INLAND +-117.94,34.14,33.0,1620.0,283.0,868.0,275.0,5.411,219400.0,INLAND +-117.95,34.14,13.0,3859.0,710.0,2283.0,759.0,4.5594,184500.0,INLAND +-117.95,34.14,33.0,1943.0,440.0,1526.0,353.0,3.038,137500.0,INLAND +-117.96,34.14,27.0,2221.0,542.0,1328.0,523.0,2.5275,151700.0,INLAND +-117.96,34.14,33.0,1994.0,405.0,993.0,403.0,3.766,163900.0,INLAND +-117.96,34.14,9.0,907.0,207.0,619.0,194.0,3.9464,179600.0,INLAND +-117.97,34.14,15.0,3595.0,964.0,1839.0,877.0,2.6014,150300.0,INLAND +-117.97,34.14,33.0,1328.0,348.0,903.0,329.0,3.1094,136000.0,INLAND +-117.97,34.13,42.0,683.0,127.0,541.0,138.0,3.4375,151700.0,INLAND +-117.98,34.14,24.0,1596.0,388.0,1329.0,352.0,3.0417,148000.0,INLAND +-117.97,34.13,33.0,2038.0,473.0,1546.0,469.0,3.4777,144500.0,INLAND +-117.98,34.13,37.0,1447.0,309.0,1279.0,290.0,4.0083,142900.0,INLAND +-117.98,34.13,29.0,2110.0,460.0,1890.0,448.0,3.6806,130500.0,INLAND +-117.97,34.15,33.0,2474.0,472.0,1268.0,437.0,6.4576,500001.0,INLAND +-117.97,34.17,35.0,5005.0,848.0,2112.0,813.0,4.9968,295000.0,INLAND +-118.0,34.16,42.0,1020.0,156.0,398.0,157.0,6.101,311800.0,INLAND +-118.01,34.16,47.0,1745.0,270.0,753.0,275.0,5.532,318500.0,INLAND +-117.99,34.18,38.0,2981.0,432.0,1063.0,437.0,6.5254,365000.0,INLAND +-117.99,34.16,40.0,3838.0,696.0,1851.0,674.0,4.2407,262000.0,INLAND +-118.0,34.16,52.0,1354.0,227.0,531.0,206.0,4.8059,270600.0,INLAND +-118.0,34.15,48.0,3436.0,673.0,1540.0,648.0,4.275,256800.0,INLAND +-118.01,34.15,52.0,2234.0,472.0,986.0,439.0,3.9125,265500.0,INLAND +-118.02,34.15,44.0,2419.0,437.0,1045.0,432.0,3.875,280800.0,INLAND +-118.02,34.17,32.0,3868.0,548.0,1558.0,528.0,9.4667,500001.0,INLAND +-118.03,34.16,36.0,1640.0,239.0,693.0,253.0,6.6888,500001.0,INLAND +-118.03,34.15,43.0,1694.0,283.0,674.0,267.0,4.1797,486800.0,INLAND +-118.02,34.15,44.0,2267.0,426.0,980.0,372.0,3.6,307400.0,INLAND +-118.06,34.17,38.0,2726.0,398.0,1059.0,380.0,7.2419,410400.0,INLAND +-118.05,34.17,45.0,2535.0,455.0,1036.0,437.0,5.0482,388900.0,INLAND +-118.04,34.17,52.0,1885.0,401.0,764.0,373.0,4.0385,265700.0,INLAND +-118.04,34.18,37.0,3134.0,532.0,1220.0,508.0,5.2865,455400.0,INLAND +-118.04,34.16,38.0,1594.0,249.0,633.0,247.0,5.9582,350700.0,INLAND +-118.05,34.16,36.0,3908.0,732.0,1688.0,725.0,4.5625,376800.0,INLAND +-118.05,34.16,41.0,3320.0,713.0,1236.0,659.0,3.5694,278600.0,INLAND +-118.06,34.16,46.0,1467.0,298.0,816.0,267.0,3.6705,286500.0,INLAND +-118.06,34.16,34.0,2297.0,419.0,909.0,412.0,4.8214,362500.0,INLAND +-118.07,34.16,35.0,3585.0,671.0,1401.0,623.0,4.125,330000.0,INLAND +-118.03,34.16,36.0,1401.0,218.0,667.0,225.0,7.1615,484700.0,INLAND +-118.03,34.16,39.0,2731.0,366.0,1034.0,338.0,9.8098,500001.0,INLAND +-118.05,34.15,32.0,5131.0,665.0,1877.0,622.0,8.2004,500001.0,INLAND +-118.06,34.15,37.0,1980.0,226.0,697.0,226.0,15.0001,500001.0,INLAND +-118.05,34.14,39.0,2125.0,295.0,862.0,303.0,8.9728,500001.0,INLAND +-118.06,34.13,40.0,4307.0,918.0,1769.0,845.0,3.6341,391500.0,INLAND +-118.06,34.14,42.0,2461.0,379.0,1179.0,360.0,7.0315,437300.0,INLAND +-118.06,34.14,40.0,2662.0,379.0,1151.0,387.0,8.4889,500001.0,INLAND +-118.03,34.14,44.0,1446.0,250.0,721.0,243.0,4.7308,352200.0,INLAND +-118.04,34.13,22.0,3359.0,643.0,1227.0,588.0,4.645,276200.0,INLAND +-118.04,34.15,34.0,1523.0,311.0,676.0,295.0,3.3621,377200.0,INLAND +-118.04,34.13,35.0,249.0,31.0,268.0,29.0,15.0001,500001.0,INLAND +-118.05,34.13,23.0,3264.0,729.0,1475.0,668.0,3.735,218300.0,INLAND +-118.06,34.13,28.0,12139.0,2873.0,5359.0,2731.0,3.292,227300.0,INLAND +-118.02,34.14,34.0,1077.0,257.0,478.0,199.0,2.6316,252800.0,INLAND +-118.02,34.13,32.0,3308.0,718.0,1803.0,667.0,3.9464,273600.0,INLAND +-118.03,34.14,31.0,4353.0,1117.0,2338.0,1037.0,3.0727,242600.0,INLAND +-118.01,34.13,36.0,1332.0,217.0,648.0,203.0,4.7159,365900.0,INLAND +-118.02,34.13,33.0,2874.0,458.0,1239.0,431.0,5.2329,430900.0,INLAND +-118.02,34.13,34.0,1966.0,319.0,980.0,297.0,7.7307,429000.0,INLAND +-118.03,34.13,33.0,2352.0,373.0,995.0,359.0,4.9583,445700.0,INLAND +-118.02,34.12,37.0,2250.0,360.0,989.0,329.0,6.1536,366000.0,INLAND +-118.02,34.11,35.0,2454.0,458.0,1110.0,435.0,3.8029,414800.0,INLAND +-118.02,34.12,36.0,1471.0,246.0,751.0,230.0,5.4555,395100.0,INLAND +-118.02,34.12,38.0,1778.0,288.0,870.0,281.0,6.5784,408500.0,INLAND +-118.03,34.11,34.0,2837.0,460.0,1344.0,458.0,6.5722,437400.0,INLAND +-118.01,34.14,20.0,3350.0,831.0,1816.0,744.0,2.8352,161700.0,INLAND +-118.01,34.14,23.0,3425.0,754.0,2202.0,729.0,3.52,187300.0,INLAND +-118.02,34.14,31.0,6854.0,1578.0,4131.0,1524.0,3.5878,222800.0,INLAND +-117.99,34.15,44.0,2492.0,611.0,1951.0,596.0,3.1304,185600.0,INLAND +-118.0,34.15,43.0,2583.0,633.0,1544.0,617.0,2.5417,178300.0,INLAND +-118.01,34.15,32.0,6597.0,1579.0,3689.0,1459.0,3.2377,184100.0,INLAND +-117.98,34.14,27.0,6341.0,1289.0,2899.0,1192.0,3.6336,235200.0,INLAND +-117.99,34.14,30.0,2346.0,,1988.0,474.0,2.5625,153000.0,INLAND +-118.0,34.13,24.0,2584.0,520.0,1869.0,503.0,3.2841,167000.0,INLAND +-118.0,34.14,31.0,1298.0,431.0,1131.0,425.0,1.0548,178100.0,INLAND +-118.0,34.14,39.0,1302.0,303.0,800.0,291.0,3.2723,166900.0,INLAND +-118.0,34.13,35.0,1005.0,224.0,742.0,221.0,3.5481,158100.0,INLAND +-117.99,34.13,37.0,1568.0,371.0,1618.0,350.0,2.9605,129400.0,INLAND +-117.99,34.12,37.0,1527.0,331.0,1504.0,324.0,3.2857,130100.0,INLAND +-117.99,34.12,35.0,1040.0,231.0,1040.0,242.0,2.5395,139200.0,INLAND +-118.0,34.12,37.0,1340.0,325.0,928.0,333.0,3.9219,175000.0,INLAND +-118.0,34.12,42.0,870.0,170.0,546.0,164.0,4.625,173800.0,INLAND +-118.01,34.13,38.0,3374.0,671.0,1906.0,640.0,4.0729,212300.0,INLAND +-118.01,34.12,43.0,1185.0,207.0,657.0,198.0,4.5491,214800.0,INLAND +-118.01,34.12,32.0,1937.0,332.0,922.0,340.0,3.94,278400.0,INLAND +-118.01,34.11,32.0,1978.0,536.0,826.0,470.0,2.5114,212200.0,INLAND +-118.01,34.11,43.0,1858.0,345.0,1054.0,329.0,3.5625,211600.0,INLAND +-118.01,34.11,36.0,1722.0,320.0,794.0,322.0,4.2132,212200.0,INLAND +-118.02,34.1,36.0,1928.0,361.0,1008.0,368.0,4.733,233700.0,INLAND +-118.02,34.1,36.0,452.0,80.0,248.0,83.0,1.9688,226000.0,INLAND +-118.02,34.11,39.0,1504.0,280.0,718.0,261.0,4.625,219000.0,INLAND +-118.03,34.1,38.0,2301.0,416.0,1079.0,398.0,4.4236,233600.0,INLAND +-118.03,34.1,30.0,2773.0,634.0,1376.0,540.0,2.7857,201700.0,INLAND +-118.03,34.1,31.0,2647.0,539.0,1473.0,520.0,3.94,223900.0,INLAND +-118.03,34.1,32.0,2668.0,609.0,1512.0,541.0,2.9422,233100.0,INLAND +-118.03,34.11,38.0,2076.0,361.0,988.0,332.0,5.9175,416900.0,INLAND +-118.04,34.11,44.0,773.0,120.0,405.0,121.0,5.0,447100.0,INLAND +-118.04,34.11,37.0,1275.0,177.0,598.0,174.0,7.1885,500001.0,INLAND +-118.05,34.11,42.0,3677.0,627.0,1779.0,622.0,5.1509,426500.0,INLAND +-118.04,34.13,39.0,2485.0,382.0,1072.0,342.0,6.0878,430200.0,INLAND +-118.04,34.12,39.0,2522.0,380.0,1113.0,357.0,5.2249,445200.0,INLAND +-118.04,34.12,44.0,2007.0,288.0,921.0,307.0,6.5989,500001.0,INLAND +-118.04,34.12,30.0,2170.0,318.0,984.0,309.0,5.6916,500001.0,INLAND +-118.05,34.12,20.0,5218.0,959.0,2302.0,850.0,3.55,476700.0,INLAND +-118.06,34.12,25.0,3891.0,848.0,1848.0,759.0,3.6639,248100.0,INLAND +-118.06,34.12,34.0,2941.0,558.0,1660.0,576.0,4.5667,271500.0,INLAND +-118.06,34.12,35.0,2053.0,369.0,1044.0,375.0,4.1875,275400.0,INLAND +-118.05,34.11,48.0,1410.0,304.0,677.0,274.0,3.2596,272400.0,INLAND +-118.06,34.11,36.0,2178.0,485.0,914.0,412.0,2.7656,239500.0,INLAND +-118.06,34.11,39.0,2603.0,547.0,1196.0,487.0,3.0854,248700.0,INLAND +-118.04,34.1,39.0,2302.0,412.0,1590.0,406.0,4.8017,273800.0,INLAND +-118.05,34.1,36.0,1606.0,318.0,889.0,294.0,4.7931,272600.0,INLAND +-118.06,34.1,38.0,3229.0,636.0,1599.0,609.0,3.8646,257100.0,<1H OCEAN +-118.06,34.1,42.0,1576.0,313.0,697.0,282.0,4.3523,283600.0,<1H OCEAN +-118.06,34.1,43.0,1833.0,355.0,786.0,334.0,3.5761,256700.0,<1H OCEAN +-118.06,34.1,38.0,2438.0,442.0,1308.0,461.0,3.6995,260100.0,<1H OCEAN +-118.04,34.1,38.0,2317.0,451.0,1155.0,426.0,4.1488,235300.0,INLAND +-118.04,34.09,34.0,2597.0,461.0,1542.0,470.0,4.6211,248900.0,INLAND +-118.05,34.1,30.0,2143.0,427.0,1107.0,416.0,4.2321,252200.0,INLAND +-118.05,34.1,42.0,2065.0,404.0,1313.0,402.0,4.0179,274300.0,INLAND +-118.06,34.09,38.0,2036.0,388.0,1096.0,371.0,4.0625,262500.0,<1H OCEAN +-118.06,34.1,38.0,1960.0,330.0,874.0,308.0,4.8594,265900.0,<1H OCEAN +-118.06,34.09,36.0,1239.0,238.0,717.0,237.0,3.244,258100.0,<1H OCEAN +-118.06,34.09,40.0,1975.0,389.0,1116.0,378.0,4.2898,251600.0,<1H OCEAN +-118.07,34.09,40.0,1745.0,370.0,1293.0,357.0,2.5474,198100.0,<1H OCEAN +-118.07,34.09,35.0,1224.0,267.0,887.0,276.0,4.0987,202400.0,<1H OCEAN +-118.08,34.09,33.0,2557.0,578.0,1715.0,530.0,2.9196,208800.0,<1H OCEAN +-118.08,34.09,34.0,1823.0,457.0,1485.0,401.0,3.7222,207200.0,<1H OCEAN +-118.08,34.09,32.0,3214.0,718.0,2316.0,751.0,3.7066,206800.0,<1H OCEAN +-118.04,34.09,34.0,2001.0,388.0,1461.0,397.0,3.8304,183000.0,INLAND +-118.04,34.08,35.0,1148.0,258.0,975.0,253.0,4.037,173300.0,<1H OCEAN +-118.04,34.09,32.0,1339.0,334.0,817.0,349.0,2.8333,186000.0,INLAND +-118.05,34.09,23.0,602.0,135.0,409.0,123.0,3.5268,146400.0,<1H OCEAN +-118.02,34.09,32.0,1747.0,399.0,1199.0,402.0,3.4286,191800.0,INLAND +-118.02,34.08,29.0,2741.0,667.0,2449.0,677.0,3.6944,175200.0,INLAND +-118.02,34.09,24.0,2080.0,514.0,1976.0,478.0,2.6917,170000.0,INLAND +-118.03,34.09,29.0,1219.0,338.0,1152.0,323.0,2.8029,180900.0,INLAND +-118.03,34.08,32.0,1780.0,484.0,1732.0,454.0,2.4464,169600.0,INLAND +-118.0,34.1,34.0,2249.0,460.0,1544.0,441.0,3.4005,176300.0,INLAND +-118.01,34.09,29.0,3402.0,747.0,2331.0,690.0,3.6094,179200.0,INLAND +-118.01,34.1,27.0,2424.0,542.0,1713.0,557.0,3.8085,181400.0,INLAND +-118.01,34.1,35.0,2120.0,412.0,1375.0,405.0,3.4609,166300.0,INLAND +-118.0,34.08,29.0,2003.0,401.0,1520.0,364.0,3.994,195300.0,INLAND +-118.01,34.08,30.0,2281.0,522.0,1969.0,500.0,3.6531,166300.0,INLAND +-118.02,34.08,28.0,2769.0,631.0,2452.0,581.0,2.6071,175900.0,INLAND +-118.01,34.08,35.0,1852.0,358.0,1414.0,347.0,4.275,173600.0,INLAND +-118.01,34.09,32.0,1613.0,361.0,1283.0,404.0,3.1944,181700.0,INLAND +-118.0,34.08,23.0,1627.0,318.0,1279.0,289.0,4.6467,185100.0,INLAND +-118.02,34.08,31.0,2402.0,632.0,2830.0,603.0,2.3333,164200.0,INLAND +-118.03,34.08,37.0,775.0,179.0,726.0,183.0,3.25,159200.0,INLAND +-118.03,34.08,42.0,1597.0,373.0,1311.0,352.0,2.9688,162800.0,INLAND +-118.04,34.07,52.0,177.0,59.0,269.0,75.0,2.3611,131300.0,<1H OCEAN +-118.05,34.08,34.0,572.0,154.0,752.0,182.0,2.0433,138800.0,<1H OCEAN +-118.05,34.08,25.0,4909.0,1422.0,4983.0,1293.0,2.7254,143500.0,<1H OCEAN +-118.05,34.08,30.0,1572.0,427.0,1857.0,428.0,2.4914,159200.0,<1H OCEAN +-118.06,34.08,37.0,778.0,205.0,850.0,198.0,2.5119,180500.0,<1H OCEAN +-118.06,34.08,34.0,1197.0,260.0,942.0,245.0,3.4202,189100.0,<1H OCEAN +-118.06,34.08,42.0,1988.0,402.0,1239.0,402.0,3.2569,201500.0,<1H OCEAN +-118.07,34.08,38.0,2462.0,553.0,1843.0,538.0,3.2312,211900.0,<1H OCEAN +-118.07,34.07,19.0,1554.0,393.0,1427.0,370.0,3.125,207100.0,<1H OCEAN +-118.07,34.08,37.0,1210.0,252.0,733.0,243.0,2.806,214600.0,<1H OCEAN +-118.05,34.07,32.0,4492.0,1075.0,4119.0,1035.0,3.2373,183100.0,<1H OCEAN +-118.06,34.07,30.0,2308.0,674.0,3034.0,691.0,2.3929,184400.0,<1H OCEAN +-118.03,34.07,37.0,1091.0,269.0,905.0,242.0,3.1042,152000.0,<1H OCEAN +-118.03,34.06,36.0,1018.0,305.0,1307.0,292.0,2.1453,162100.0,<1H OCEAN +-118.04,34.07,39.0,1382.0,315.0,1090.0,308.0,3.8125,174000.0,<1H OCEAN +-118.04,34.07,39.0,2451.0,649.0,2536.0,648.0,2.3098,173100.0,<1H OCEAN +-118.01,34.07,22.0,6311.0,1572.0,6666.0,1456.0,2.9334,182600.0,INLAND +-118.01,34.06,26.0,557.0,153.0,455.0,196.0,2.7721,155400.0,INLAND +-118.01,34.07,24.0,5684.0,1485.0,6626.0,1481.0,2.2559,166800.0,INLAND +-118.02,34.07,21.0,3245.0,959.0,3528.0,887.0,2.3236,156300.0,INLAND +-118.03,34.06,31.0,1513.0,389.0,1396.0,364.0,2.4706,170600.0,<1H OCEAN +-118.03,34.06,24.0,2343.0,834.0,3537.0,824.0,2.1094,135200.0,<1H OCEAN +-118.03,34.06,27.0,2510.0,783.0,3481.0,726.0,2.4875,157800.0,<1H OCEAN +-118.04,34.06,31.0,957.0,295.0,1300.0,287.0,2.1383,153400.0,<1H OCEAN +-118.04,34.06,30.0,2019.0,551.0,2481.0,484.0,3.1875,154200.0,<1H OCEAN +-118.04,34.06,39.0,1258.0,245.0,988.0,228.0,3.2132,176100.0,<1H OCEAN +-118.05,34.06,32.0,2286.0,654.0,2991.0,655.0,2.1781,174500.0,<1H OCEAN +-118.05,34.06,45.0,531.0,164.0,722.0,166.0,2.1406,162500.0,<1H OCEAN +-118.05,34.06,25.0,1022.0,291.0,1570.0,297.0,3.023,142000.0,<1H OCEAN +-118.06,34.06,28.0,2127.0,625.0,3160.0,620.0,2.5763,173900.0,<1H OCEAN +-118.06,34.06,28.0,1778.0,605.0,2184.0,574.0,1.9189,165900.0,<1H OCEAN +-118.07,34.07,31.0,1370.0,284.0,1062.0,277.0,3.5156,199300.0,<1H OCEAN +-118.08,34.07,32.0,4089.0,975.0,3775.0,955.0,3.29,205500.0,<1H OCEAN +-118.07,34.06,34.0,2873.0,718.0,2758.0,699.0,2.5985,168600.0,<1H OCEAN +-118.04,34.05,32.0,1252.0,273.0,1337.0,263.0,2.6579,156800.0,<1H OCEAN +-118.05,34.05,36.0,1084.0,202.0,920.0,199.0,3.7279,162200.0,<1H OCEAN +-118.06,34.04,28.0,1516.0,363.0,1011.0,344.0,2.6288,160300.0,<1H OCEAN +-118.03,34.06,24.0,2469.0,731.0,3818.0,712.0,2.5445,151400.0,<1H OCEAN +-118.04,34.05,34.0,1058.0,230.0,1043.0,229.0,3.0536,137500.0,<1H OCEAN +-118.04,34.04,35.0,1734.0,363.0,1527.0,344.0,3.0,160600.0,<1H OCEAN +-118.04,34.04,32.0,1619.0,323.0,1492.0,342.0,3.5,165100.0,<1H OCEAN +-118.05,34.04,33.0,1348.0,,1098.0,257.0,4.2917,161200.0,<1H OCEAN +-118.06,34.03,36.0,21.0,7.0,21.0,9.0,2.375,175000.0,<1H OCEAN +-118.02,34.06,26.0,2929.0,970.0,3792.0,817.0,2.2577,173800.0,<1H OCEAN +-118.02,34.05,34.0,1610.0,513.0,2050.0,508.0,2.5562,156300.0,<1H OCEAN +-118.03,34.05,36.0,1359.0,317.0,1557.0,370.0,2.7955,157500.0,<1H OCEAN +-118.03,34.05,36.0,1345.0,331.0,1511.0,309.0,3.5129,142300.0,<1H OCEAN +-118.01,34.05,31.0,1135.0,355.0,1717.0,368.0,2.1602,161700.0,<1H OCEAN +-118.02,34.05,28.0,991.0,255.0,1145.0,265.0,2.3611,167000.0,<1H OCEAN +-118.02,34.05,33.0,2464.0,627.0,2932.0,568.0,3.0625,165800.0,<1H OCEAN +-118.02,34.04,28.0,6175.0,1449.0,5041.0,1408.0,2.8821,158100.0,<1H OCEAN +-118.09,34.18,34.0,3113.0,409.0,1139.0,418.0,10.2289,500001.0,INLAND +-118.07,34.17,34.0,4062.0,597.0,1525.0,566.0,7.8588,454800.0,INLAND +-118.07,34.17,36.0,2415.0,394.0,1215.0,413.0,5.5418,326100.0,INLAND +-118.07,34.17,35.0,2142.0,373.0,986.0,374.0,5.7051,326000.0,INLAND +-118.1,34.18,39.0,2321.0,336.0,880.0,339.0,7.7108,450000.0,INLAND +-118.11,34.19,50.0,1430.0,186.0,620.0,201.0,9.532,483300.0,INLAND +-118.12,34.19,52.0,2405.0,299.0,970.0,319.0,8.7835,444100.0,INLAND +-118.11,34.2,36.0,4915.0,725.0,1897.0,700.0,6.827,359400.0,INLAND +-118.13,34.2,46.0,2676.0,427.0,1022.0,395.0,6.4288,295500.0,INLAND +-118.13,34.19,48.0,2539.0,425.0,930.0,364.0,4.7269,303900.0,INLAND +-118.13,34.21,36.0,1449.0,235.0,621.0,210.0,6.1824,274100.0,INLAND +-118.13,34.2,45.0,1213.0,206.0,529.0,231.0,5.6629,234000.0,INLAND +-118.13,34.2,46.0,1271.0,236.0,573.0,210.0,4.9312,240200.0,INLAND +-118.13,34.19,43.0,1621.0,365.0,1015.0,329.0,2.92,242200.0,INLAND +-118.14,34.19,45.0,3595.0,619.0,1686.0,607.0,4.73,201000.0,INLAND +-118.14,34.2,39.0,2569.0,426.0,1282.0,432.0,5.0953,207400.0,INLAND +-118.15,34.2,37.0,1997.0,361.0,1037.0,363.0,3.7932,210300.0,INLAND +-118.15,34.2,52.0,1786.0,306.0,1018.0,322.0,4.1518,182100.0,INLAND +-118.15,34.2,46.0,1505.0,261.0,857.0,269.0,4.5,184200.0,INLAND +-118.15,34.21,34.0,2765.0,515.0,1422.0,438.0,5.4727,238900.0,INLAND +-118.15,34.19,48.0,1854.0,360.0,1126.0,382.0,3.2216,161600.0,<1H OCEAN +-118.15,34.19,47.0,1717.0,314.0,868.0,295.0,3.6094,160700.0,<1H OCEAN +-118.16,34.19,40.0,1840.0,358.0,1218.0,347.0,4.25,177900.0,<1H OCEAN +-118.16,34.2,43.0,1810.0,343.0,988.0,307.0,3.8203,176000.0,<1H OCEAN +-118.18,34.22,40.0,1983.0,298.0,853.0,271.0,5.9845,241700.0,<1H OCEAN +-118.19,34.22,32.0,10626.0,1504.0,4353.0,1482.0,9.8413,500001.0,<1H OCEAN +-118.21,34.22,37.0,2260.0,322.0,941.0,303.0,8.3695,500001.0,<1H OCEAN +-118.18,34.2,44.0,1473.0,250.0,668.0,239.0,8.72,415900.0,<1H OCEAN +-118.19,34.2,41.0,2031.0,294.0,859.0,302.0,7.419,483700.0,<1H OCEAN +-118.19,34.21,41.0,1602.0,228.0,680.0,225.0,6.553,500001.0,<1H OCEAN +-118.2,34.21,40.0,1477.0,228.0,609.0,224.0,7.8375,500001.0,<1H OCEAN +-118.2,34.21,42.0,1493.0,237.0,665.0,224.0,6.7571,443900.0,<1H OCEAN +-118.21,34.21,41.0,1676.0,263.0,757.0,255.0,4.7734,450800.0,<1H OCEAN +-118.22,34.23,34.0,3296.0,483.0,1268.0,478.0,8.4802,500001.0,<1H OCEAN +-118.21,34.22,39.0,3008.0,386.0,1240.0,370.0,9.2463,500001.0,<1H OCEAN +-118.22,34.22,39.0,2686.0,417.0,1094.0,402.0,7.0059,500001.0,<1H OCEAN +-118.23,34.22,37.0,1376.0,237.0,618.0,226.0,5.9771,431800.0,<1H OCEAN +-118.21,34.2,35.0,3646.0,552.0,1409.0,534.0,6.3794,500001.0,<1H OCEAN +-118.2,34.2,44.0,2890.0,438.0,1219.0,429.0,6.987,500001.0,<1H OCEAN +-118.18,34.19,48.0,1371.0,,528.0,155.0,15.0001,500001.0,<1H OCEAN +-118.19,34.19,34.0,2061.0,260.0,825.0,254.0,15.0001,500001.0,<1H OCEAN +-118.2,34.19,38.0,2176.0,266.0,798.0,243.0,15.0001,500001.0,<1H OCEAN +-118.18,34.17,43.0,4269.0,591.0,1467.0,582.0,9.0702,500001.0,<1H OCEAN +-118.18,34.16,34.0,5012.0,746.0,1699.0,715.0,9.4987,500001.0,<1H OCEAN +-118.15,34.18,46.0,2230.0,488.0,1985.0,456.0,2.2328,142100.0,<1H OCEAN +-118.15,34.17,46.0,2553.0,558.0,1740.0,492.0,2.0278,127500.0,<1H OCEAN +-118.16,34.18,44.0,1870.0,389.0,1345.0,391.0,1.8932,136100.0,<1H OCEAN +-118.16,34.18,48.0,568.0,145.0,559.0,135.0,2.4135,135700.0,<1H OCEAN +-118.16,34.17,52.0,1193.0,228.0,703.0,221.0,3.1741,163800.0,<1H OCEAN +-118.17,34.18,44.0,1401.0,246.0,607.0,271.0,2.8472,218800.0,<1H OCEAN +-118.15,34.18,42.0,1521.0,320.0,1118.0,311.0,3.3125,154900.0,<1H OCEAN +-118.16,34.19,42.0,2076.0,462.0,1641.0,436.0,2.2326,149200.0,<1H OCEAN +-118.16,34.19,44.0,2195.0,449.0,1377.0,417.0,3.5887,153500.0,<1H OCEAN +-118.17,34.18,38.0,1280.0,231.0,828.0,237.0,4.375,166700.0,<1H OCEAN +-118.17,34.19,45.0,1790.0,316.0,1035.0,312.0,4.0985,173100.0,<1H OCEAN +-118.13,34.19,42.0,2203.0,412.0,1012.0,377.0,4.0714,234000.0,INLAND +-118.14,34.18,47.0,3457.0,622.0,1700.0,579.0,3.5164,226500.0,<1H OCEAN +-118.14,34.19,49.0,1678.0,277.0,737.0,287.0,3.7222,237000.0,INLAND +-118.15,34.19,38.0,1750.0,411.0,1398.0,409.0,2.3967,163100.0,<1H OCEAN +-118.1,34.18,47.0,2168.0,352.0,902.0,361.0,5.894,300900.0,INLAND +-118.11,34.18,52.0,3571.0,510.0,1434.0,490.0,5.9009,376000.0,INLAND +-118.12,34.18,44.0,2357.0,342.0,891.0,337.0,6.3467,352700.0,INLAND +-118.13,34.18,52.0,3094.0,519.0,1309.0,488.0,6.4223,310900.0,INLAND +-118.1,34.17,46.0,1774.0,315.0,753.0,330.0,4.7241,279600.0,INLAND +-118.1,34.17,48.0,1111.0,229.0,421.0,202.0,3.2813,268100.0,INLAND +-118.11,34.17,50.0,3374.0,598.0,1484.0,569.0,4.99,261600.0,INLAND +-118.11,34.17,46.0,2837.0,592.0,1453.0,549.0,3.1115,234600.0,INLAND +-118.12,34.18,47.0,2344.0,513.0,1537.0,481.0,3.4777,230600.0,INLAND +-118.13,34.18,52.0,1464.0,211.0,603.0,226.0,5.8309,309100.0,INLAND +-118.12,34.17,37.0,2705.0,676.0,1551.0,608.0,2.2692,225000.0,INLAND +-118.12,34.17,52.0,1835.0,330.0,777.0,317.0,3.7159,315400.0,INLAND +-118.13,34.17,52.0,1784.0,368.0,966.0,345.0,3.6094,261500.0,<1H OCEAN +-118.14,34.18,52.0,1700.0,317.0,996.0,329.0,3.9688,175000.0,<1H OCEAN +-118.14,34.17,52.0,2667.0,486.0,1681.0,504.0,4.0524,173100.0,<1H OCEAN +-118.14,34.17,42.0,2757.0,713.0,2112.0,653.0,2.7148,166800.0,<1H OCEAN +-118.14,34.18,50.0,1493.0,326.0,1000.0,323.0,3.3068,154400.0,<1H OCEAN +-118.14,34.17,40.0,1054.0,251.0,1056.0,276.0,2.3,146700.0,<1H OCEAN +-118.15,34.18,45.0,2612.0,664.0,3117.0,584.0,2.3029,148800.0,<1H OCEAN +-118.15,34.16,18.0,1711.0,383.0,1474.0,415.0,1.2891,181300.0,<1H OCEAN +-118.15,34.16,38.0,2471.0,529.0,1661.0,441.0,2.2765,146600.0,<1H OCEAN +-118.16,34.16,44.0,1284.0,278.0,925.0,261.0,1.7321,178400.0,<1H OCEAN +-118.16,34.17,46.0,1508.0,261.0,674.0,255.0,3.5909,155400.0,<1H OCEAN +-118.16,34.16,43.0,1276.0,226.0,545.0,209.0,4.1518,230700.0,<1H OCEAN +-118.16,34.16,52.0,1576.0,239.0,696.0,249.0,6.07,261800.0,<1H OCEAN +-118.16,34.15,19.0,1721.0,290.0,571.0,278.0,6.6031,500001.0,<1H OCEAN +-118.16,34.15,17.0,821.0,163.0,229.0,164.0,7.3715,263000.0,<1H OCEAN +-118.14,34.16,39.0,2776.0,840.0,2546.0,773.0,2.575,153500.0,<1H OCEAN +-118.14,34.15,52.0,407.0,160.0,227.0,148.0,1.5156,187500.0,<1H OCEAN +-118.15,34.15,52.0,275.0,123.0,273.0,111.0,1.1667,500001.0,<1H OCEAN +-118.15,34.16,52.0,1925.0,597.0,2258.0,594.0,1.6921,162500.0,<1H OCEAN +-118.15,34.15,49.0,806.0,199.0,698.0,172.0,2.3654,137500.0,<1H OCEAN +-118.14,34.17,34.0,2384.0,604.0,2073.0,540.0,2.3062,158000.0,<1H OCEAN +-118.14,34.16,30.0,2598.0,757.0,2869.0,769.0,2.1377,142300.0,<1H OCEAN +-118.15,34.16,20.0,2410.0,632.0,2135.0,578.0,1.6887,148600.0,<1H OCEAN +-118.15,34.17,36.0,930.0,280.0,1024.0,300.0,1.0846,146400.0,<1H OCEAN +-118.13,34.17,49.0,1962.0,435.0,1329.0,457.0,3.2898,200000.0,<1H OCEAN +-118.14,34.16,36.0,2973.0,807.0,2846.0,784.0,2.6217,156300.0,<1H OCEAN +-118.14,34.17,52.0,2687.0,600.0,1716.0,544.0,2.7201,205700.0,<1H OCEAN +-118.13,34.16,36.0,2162.0,658.0,1337.0,590.0,2.2095,176700.0,<1H OCEAN +-118.13,34.15,24.0,1125.0,341.0,579.0,321.0,2.8125,141700.0,<1H OCEAN +-118.14,34.15,41.0,1256.0,407.0,855.0,383.0,1.9923,500001.0,<1H OCEAN +-118.14,34.15,17.0,1896.0,674.0,971.0,652.0,0.8438,175000.0,<1H OCEAN +-118.14,34.16,38.0,1843.0,565.0,1449.0,524.0,2.2174,215400.0,<1H OCEAN +-118.12,34.16,30.0,1762.0,416.0,940.0,398.0,2.8631,188600.0,<1H OCEAN +-118.13,34.16,33.0,2682.0,716.0,2050.0,692.0,2.4817,169500.0,<1H OCEAN +-118.13,34.15,18.0,1665.0,477.0,1095.0,390.0,2.6038,155600.0,<1H OCEAN +-118.12,34.15,19.0,557.0,216.0,673.0,212.0,2.1763,168800.0,<1H OCEAN +-118.12,34.15,22.0,1671.0,480.0,1005.0,443.0,3.0119,171400.0,<1H OCEAN +-118.13,34.15,9.0,2099.0,625.0,1252.0,554.0,3.1875,173100.0,<1H OCEAN +-118.13,34.15,28.0,1119.0,334.0,739.0,323.0,2.5903,125000.0,<1H OCEAN +-118.12,34.17,52.0,2948.0,542.0,1363.0,495.0,4.7098,287900.0,INLAND +-118.13,34.16,52.0,1872.0,357.0,984.0,364.0,4.0,250400.0,<1H OCEAN +-118.13,34.16,52.0,1596.0,314.0,1024.0,292.0,3.6719,227900.0,<1H OCEAN +-118.13,34.16,52.0,1787.0,427.0,1107.0,410.0,2.5664,215000.0,<1H OCEAN +-118.09,34.17,36.0,2875.0,552.0,1131.0,458.0,4.3083,269300.0,INLAND +-118.1,34.16,44.0,2795.0,496.0,1235.0,469.0,4.2386,283700.0,INLAND +-118.1,34.17,44.0,4505.0,894.0,2296.0,899.0,3.4811,300500.0,INLAND +-118.12,34.17,52.0,2166.0,483.0,1308.0,467.0,3.0417,222600.0,INLAND +-118.11,34.16,52.0,3158.0,459.0,1229.0,444.0,5.4223,325600.0,INLAND +-118.11,34.16,52.0,2489.0,437.0,1101.0,438.0,4.2065,320300.0,INLAND +-118.11,34.16,52.0,1353.0,274.0,852.0,306.0,3.4583,239900.0,INLAND +-118.11,34.15,40.0,1950.0,509.0,1038.0,438.0,2.6172,196100.0,<1H OCEAN +-118.11,34.15,26.0,2193.0,558.0,1186.0,559.0,3.6474,184100.0,<1H OCEAN +-118.12,34.15,35.0,1760.0,447.0,984.0,384.0,3.4167,198200.0,<1H OCEAN +-118.12,34.16,52.0,2218.0,437.0,1211.0,422.0,5.0237,241900.0,<1H OCEAN +-118.1,34.16,46.0,2863.0,513.0,1412.0,498.0,5.3272,330200.0,INLAND +-118.1,34.15,32.0,978.0,227.0,543.0,211.0,3.0096,199000.0,INLAND +-118.1,34.15,14.0,1442.0,369.0,782.0,343.0,2.7431,177500.0,INLAND +-118.08,34.16,42.0,3490.0,665.0,1713.0,620.0,4.5461,242400.0,INLAND +-118.09,34.15,46.0,271.0,74.0,150.0,55.0,2.2321,237500.0,INLAND +-118.09,34.15,52.0,670.0,141.0,268.0,110.0,3.5568,205000.0,INLAND +-118.09,34.15,49.0,1467.0,259.0,688.0,260.0,4.3452,260100.0,INLAND +-118.09,34.16,45.0,2199.0,358.0,942.0,353.0,5.0393,321100.0,INLAND +-118.07,34.16,39.0,1804.0,265.0,730.0,276.0,6.4761,397500.0,INLAND +-118.07,34.16,35.0,2459.0,438.0,970.0,437.0,4.2143,369400.0,INLAND +-118.07,34.15,45.0,1095.0,237.0,672.0,234.0,3.4087,209200.0,INLAND +-118.07,34.14,42.0,3200.0,685.0,1668.0,628.0,3.375,260400.0,INLAND +-118.08,34.15,28.0,238.0,58.0,142.0,31.0,0.4999,500001.0,INLAND +-118.08,34.14,45.0,2923.0,604.0,1903.0,560.0,3.1729,218700.0,INLAND +-118.08,34.14,52.0,1282.0,189.0,431.0,187.0,6.1159,470800.0,INLAND +-118.08,34.13,46.0,1238.0,147.0,377.0,145.0,8.4546,500001.0,INLAND +-118.08,34.13,35.0,1897.0,279.0,733.0,291.0,7.4185,500001.0,INLAND +-118.08,34.14,42.0,2690.0,589.0,1149.0,535.0,3.88,281100.0,INLAND +-118.09,34.14,40.0,3092.0,549.0,1457.0,536.0,5.3377,373800.0,INLAND +-118.09,34.15,45.0,1345.0,356.0,749.0,327.0,2.8007,210900.0,INLAND +-118.1,34.14,45.0,3066.0,659.0,1287.0,625.0,3.5804,324400.0,<1H OCEAN +-118.11,34.14,52.0,2401.0,332.0,810.0,308.0,6.0948,358700.0,<1H OCEAN +-118.1,34.14,26.0,6262.0,1645.0,3001.0,1505.0,3.6572,213200.0,<1H OCEAN +-118.11,34.14,44.0,3298.0,615.0,1417.0,643.0,4.1324,434800.0,<1H OCEAN +-118.12,34.14,52.0,2337.0,352.0,981.0,328.0,5.8692,490400.0,<1H OCEAN +-118.12,34.14,25.0,3420.0,977.0,1718.0,947.0,3.1033,217900.0,<1H OCEAN +-118.13,34.13,39.0,2099.0,397.0,1500.0,380.0,4.8304,493200.0,<1H OCEAN +-118.13,34.14,23.0,5465.0,1494.0,2511.0,1359.0,3.4531,210900.0,<1H OCEAN +-118.13,34.14,29.0,3559.0,1034.0,1658.0,965.0,3.2643,163900.0,<1H OCEAN +-118.14,34.14,24.0,10239.0,2823.0,4210.0,2565.0,3.6997,225000.0,<1H OCEAN +-118.14,34.14,17.0,3404.0,1011.0,1694.0,949.0,2.9511,282300.0,<1H OCEAN +-118.15,34.14,27.0,1499.0,426.0,755.0,414.0,3.875,258300.0,<1H OCEAN +-118.15,34.14,45.0,543.0,191.0,454.0,181.0,2.3,55000.0,<1H OCEAN +-118.15,34.14,52.0,403.0,117.0,361.0,105.0,1.625,187500.0,<1H OCEAN +-118.16,34.14,27.0,1551.0,254.0,816.0,233.0,8.2435,500001.0,<1H OCEAN +-118.16,34.14,41.0,3039.0,482.0,973.0,446.0,7.4817,500001.0,<1H OCEAN +-118.17,34.14,45.0,2257.0,285.0,759.0,305.0,11.7894,500001.0,<1H OCEAN +-118.18,34.13,44.0,2734.0,415.0,1057.0,424.0,7.9213,477800.0,<1H OCEAN +-118.18,34.13,39.0,2902.0,460.0,1007.0,420.0,6.1953,363000.0,<1H OCEAN +-118.18,34.14,38.0,3039.0,487.0,1131.0,465.0,7.7116,360900.0,<1H OCEAN +-118.15,34.13,30.0,2763.0,520.0,1143.0,465.0,4.7298,500001.0,<1H OCEAN +-118.15,34.13,50.0,2443.0,494.0,947.0,451.0,4.7344,314700.0,<1H OCEAN +-118.16,34.13,36.0,4003.0,647.0,1337.0,631.0,7.723,500001.0,<1H OCEAN +-118.13,34.13,52.0,2826.0,381.0,924.0,365.0,7.9976,500001.0,<1H OCEAN +-118.13,34.12,46.0,3156.0,430.0,1109.0,423.0,10.7397,500001.0,<1H OCEAN +-118.14,34.13,16.0,3569.0,821.0,1505.0,783.0,4.9167,251100.0,<1H OCEAN +-118.14,34.13,49.0,4438.0,803.0,1650.0,741.0,5.1072,479700.0,<1H OCEAN +-118.15,34.13,34.0,824.0,224.0,430.0,213.0,3.6389,215000.0,<1H OCEAN +-118.12,34.13,52.0,2935.0,341.0,975.0,327.0,11.706,500001.0,<1H OCEAN +-118.11,34.12,48.0,2476.0,313.0,900.0,303.0,10.6767,500001.0,<1H OCEAN +-118.11,34.12,52.0,2954.0,371.0,1152.0,347.0,11.5609,500001.0,<1H OCEAN +-118.12,34.12,52.0,2907.0,317.0,956.0,279.0,15.0001,500001.0,<1H OCEAN +-118.12,34.11,52.0,2787.0,353.0,1057.0,364.0,10.2317,500001.0,<1H OCEAN +-118.13,34.11,52.0,2568.0,345.0,1102.0,345.0,9.1373,500001.0,<1H OCEAN +-118.14,34.11,52.0,2742.0,422.0,1153.0,414.0,8.1124,500001.0,<1H OCEAN +-118.1,34.13,44.0,1917.0,265.0,754.0,257.0,12.4237,500001.0,<1H OCEAN +-118.1,34.13,44.0,1745.0,237.0,693.0,248.0,9.7912,500001.0,<1H OCEAN +-118.09,34.12,45.0,2966.0,415.0,1231.0,409.0,7.8347,500001.0,<1H OCEAN +-118.1,34.12,49.0,3783.0,579.0,1601.0,539.0,6.3013,500001.0,<1H OCEAN +-118.1,34.12,50.0,1835.0,231.0,636.0,211.0,11.6471,500001.0,<1H OCEAN +-118.1,34.13,47.0,2234.0,276.0,749.0,260.0,15.0001,500001.0,<1H OCEAN +-118.08,34.13,39.0,788.0,128.0,413.0,139.0,5.9546,396700.0,INLAND +-118.08,34.12,41.0,1598.0,280.0,807.0,282.0,5.5067,325000.0,<1H OCEAN +-118.09,34.12,38.0,2638.0,432.0,1284.0,433.0,5.4536,342700.0,<1H OCEAN +-118.09,34.12,38.0,1713.0,285.0,779.0,286.0,5.6152,359900.0,<1H OCEAN +-118.07,34.13,27.0,3787.0,913.0,1992.0,853.0,3.301,251200.0,INLAND +-118.08,34.13,28.0,4465.0,985.0,2273.0,949.0,3.5671,228500.0,INLAND +-118.07,34.12,30.0,2201.0,559.0,1194.0,531.0,4.1136,279900.0,INLAND +-118.07,34.12,43.0,1554.0,287.0,802.0,277.0,4.2312,272600.0,INLAND +-118.08,34.12,34.0,2921.0,641.0,1541.0,562.0,3.6827,264100.0,<1H OCEAN +-118.08,34.12,27.0,1685.0,341.0,757.0,317.0,4.2434,270500.0,<1H OCEAN +-118.07,34.11,41.0,2869.0,563.0,1627.0,533.0,5.0736,270700.0,<1H OCEAN +-118.07,34.11,47.0,832.0,194.0,419.0,156.0,3.1576,225000.0,<1H OCEAN +-118.08,34.11,42.0,2628.0,525.0,1494.0,523.0,3.9464,257200.0,<1H OCEAN +-118.08,34.11,42.0,1969.0,353.0,927.0,354.0,5.5924,285300.0,<1H OCEAN +-118.08,34.1,32.0,2830.0,645.0,1500.0,527.0,3.0819,214600.0,<1H OCEAN +-118.09,34.11,36.0,2966.0,527.0,1231.0,482.0,4.6442,316800.0,<1H OCEAN +-118.09,34.11,45.0,1883.0,275.0,764.0,289.0,6.5078,414800.0,<1H OCEAN +-118.1,34.1,52.0,1788.0,313.0,792.0,294.0,3.75,280000.0,<1H OCEAN +-118.1,34.11,49.0,3367.0,523.0,1317.0,495.0,6.706,351400.0,<1H OCEAN +-118.11,34.11,50.0,2131.0,294.0,753.0,284.0,6.7099,352200.0,<1H OCEAN +-118.11,34.1,49.0,2812.0,478.0,1329.0,490.0,5.2503,292900.0,<1H OCEAN +-118.12,34.11,48.0,2124.0,319.0,785.0,319.0,5.2131,359600.0,<1H OCEAN +-118.12,34.1,49.0,2057.0,430.0,1103.0,414.0,4.0556,282600.0,<1H OCEAN +-118.12,34.1,34.0,2918.0,555.0,1435.0,568.0,4.2344,306300.0,<1H OCEAN +-118.13,34.1,19.0,2742.0,756.0,1396.0,703.0,2.5663,197500.0,<1H OCEAN +-118.13,34.09,21.0,3862.0,1186.0,2773.0,1102.0,2.7816,188200.0,<1H OCEAN +-118.13,34.1,26.0,3050.0,825.0,2153.0,772.0,3.1103,214100.0,<1H OCEAN +-118.14,34.09,20.0,3447.0,1007.0,2622.0,934.0,2.918,208700.0,<1H OCEAN +-118.13,34.11,45.0,1780.0,289.0,755.0,328.0,4.825,351100.0,<1H OCEAN +-118.13,34.1,24.0,4670.0,1185.0,2478.0,1107.0,3.1975,252400.0,<1H OCEAN +-118.14,34.1,52.0,4061.0,861.0,2290.0,790.0,2.8919,258400.0,<1H OCEAN +-118.14,34.11,52.0,3367.0,545.0,1427.0,535.0,5.2292,444500.0,<1H OCEAN +-118.15,34.1,52.0,4325.0,823.0,1927.0,795.0,3.9485,419100.0,<1H OCEAN +-118.15,34.11,52.0,2375.0,369.0,930.0,351.0,7.4111,469100.0,<1H OCEAN +-118.15,34.11,52.0,1746.0,330.0,704.0,306.0,3.7895,364800.0,<1H OCEAN +-118.15,34.11,52.0,1000.0,192.0,363.0,158.0,4.2981,352800.0,<1H OCEAN +-118.15,34.12,36.0,6119.0,1513.0,2719.0,1402.0,3.8427,319700.0,<1H OCEAN +-118.15,34.12,43.0,1810.0,427.0,742.0,429.0,3.8529,350000.0,<1H OCEAN +-118.15,34.12,52.0,1518.0,344.0,725.0,296.0,3.4018,204500.0,<1H OCEAN +-118.15,34.12,49.0,1789.0,288.0,848.0,311.0,6.0199,500000.0,<1H OCEAN +-118.16,34.12,38.0,2231.0,489.0,940.0,484.0,5.4165,435100.0,<1H OCEAN +-118.17,34.12,37.0,2246.0,481.0,995.0,459.0,4.2944,354700.0,<1H OCEAN +-118.15,34.11,39.0,2618.0,582.0,1314.0,532.0,3.5875,309300.0,<1H OCEAN +-118.15,34.1,39.0,3856.0,867.0,1847.0,830.0,3.4559,364900.0,<1H OCEAN +-118.16,34.11,31.0,5715.0,1154.0,2639.0,1079.0,4.1661,364400.0,<1H OCEAN +-118.16,34.11,48.0,1091.0,236.0,632.0,234.0,3.7235,263600.0,<1H OCEAN +-118.17,34.11,39.0,1758.0,436.0,892.0,447.0,3.6406,278900.0,<1H OCEAN +-118.17,34.11,26.0,4971.0,996.0,2370.0,932.0,4.9676,381400.0,<1H OCEAN +-118.17,34.1,25.0,4444.0,647.0,1922.0,652.0,8.058,477300.0,<1H OCEAN +-118.14,34.1,27.0,4073.0,1013.0,2411.0,933.0,3.108,231000.0,<1H OCEAN +-118.15,34.09,27.0,1935.0,460.0,1456.0,382.0,2.8062,192800.0,<1H OCEAN +-118.15,34.09,52.0,2203.0,430.0,1238.0,403.0,4.4306,225800.0,<1H OCEAN +-118.16,34.09,52.0,1722.0,448.0,1122.0,425.0,3.1204,224000.0,<1H OCEAN +-118.15,34.1,36.0,3514.0,818.0,2277.0,828.0,3.1211,229300.0,<1H OCEAN +-118.15,34.08,44.0,1053.0,251.0,941.0,256.0,3.125,205600.0,<1H OCEAN +-118.15,34.08,48.0,3697.0,816.0,2446.0,787.0,3.3988,199200.0,<1H OCEAN +-118.14,34.09,28.0,4164.0,1127.0,2934.0,1014.0,2.7483,218800.0,<1H OCEAN +-118.14,34.09,38.0,1745.0,457.0,1547.0,460.0,2.85,219000.0,<1H OCEAN +-118.14,34.08,24.0,3988.0,1098.0,2909.0,1034.0,2.7036,170000.0,<1H OCEAN +-118.14,34.08,30.0,1433.0,397.0,1110.0,346.0,2.3464,191700.0,<1H OCEAN +-118.14,34.08,24.0,2999.0,786.0,2937.0,796.0,2.9405,217800.0,<1H OCEAN +-118.14,34.07,52.0,695.0,145.0,523.0,170.0,3.665,220400.0,<1H OCEAN +-118.11,34.1,44.0,2012.0,435.0,1454.0,456.0,3.3229,226600.0,<1H OCEAN +-118.12,34.09,25.0,4870.0,1371.0,3518.0,1296.0,3.2307,188400.0,<1H OCEAN +-118.13,34.09,42.0,700.0,212.0,662.0,210.0,3.0078,191700.0,<1H OCEAN +-118.13,34.09,42.0,2562.0,781.0,1936.0,687.0,2.2214,219000.0,<1H OCEAN +-118.13,34.08,40.0,1931.0,449.0,1367.0,446.0,2.575,228400.0,<1H OCEAN +-118.09,34.1,27.0,6010.0,1532.0,3620.0,1445.0,2.7436,201700.0,<1H OCEAN +-118.1,34.1,41.0,1379.0,315.0,1249.0,309.0,2.6553,183100.0,<1H OCEAN +-118.09,34.09,36.0,1068.0,246.0,949.0,250.0,2.3462,188500.0,<1H OCEAN +-118.1,34.09,44.0,2352.0,484.0,1517.0,463.0,4.2833,258000.0,<1H OCEAN +-118.1,34.1,29.0,1937.0,448.0,1352.0,433.0,3.81,234600.0,<1H OCEAN +-118.11,34.1,20.0,3090.0,802.0,2109.0,738.0,3.3801,192500.0,<1H OCEAN +-118.1,34.1,34.0,2578.0,645.0,1628.0,617.0,2.34,210900.0,<1H OCEAN +-118.07,34.1,34.0,2253.0,522.0,1262.0,511.0,3.4375,259800.0,<1H OCEAN +-118.07,34.09,33.0,2178.0,445.0,1153.0,400.0,3.6083,212000.0,<1H OCEAN +-118.07,34.1,28.0,676.0,177.0,543.0,185.0,3.2361,187500.0,<1H OCEAN +-118.07,34.1,32.0,4275.0,,2812.0,1012.0,3.3512,214100.0,<1H OCEAN +-118.08,34.1,36.0,2679.0,548.0,1605.0,533.0,3.5313,213200.0,<1H OCEAN +-118.09,34.1,40.0,1904.0,393.0,1183.0,364.0,3.6696,210400.0,<1H OCEAN +-118.08,34.08,38.0,1889.0,407.0,1330.0,396.0,3.9219,205200.0,<1H OCEAN +-118.08,34.08,43.0,1716.0,402.0,1343.0,386.0,2.9688,211400.0,<1H OCEAN +-118.09,34.09,40.0,855.0,208.0,745.0,222.0,3.0125,224000.0,<1H OCEAN +-118.09,34.08,34.0,1513.0,384.0,986.0,336.0,2.6901,235600.0,<1H OCEAN +-118.09,34.08,33.0,1430.0,344.0,1165.0,328.0,3.0357,206000.0,<1H OCEAN +-118.09,34.08,42.0,1003.0,236.0,769.0,231.0,3.1607,218300.0,<1H OCEAN +-118.1,34.09,42.0,1460.0,289.0,829.0,273.0,4.875,227300.0,<1H OCEAN +-118.1,34.08,37.0,2894.0,659.0,1977.0,636.0,2.543,208100.0,<1H OCEAN +-118.1,34.08,24.0,4510.0,1296.0,3985.0,1240.0,2.6884,204600.0,<1H OCEAN +-118.1,34.09,46.0,2822.0,525.0,1434.0,520.0,3.8906,238300.0,<1H OCEAN +-118.11,34.08,42.0,3172.0,644.0,1829.0,642.0,3.3966,243200.0,<1H OCEAN +-118.11,34.08,30.0,2350.0,472.0,945.0,467.0,3.3421,201000.0,<1H OCEAN +-118.11,34.08,45.0,1106.0,226.0,779.0,205.0,4.5446,244800.0,<1H OCEAN +-118.11,34.07,46.0,1130.0,229.0,698.0,209.0,5.2719,244400.0,<1H OCEAN +-118.12,34.09,25.0,3603.0,1003.0,2719.0,913.0,2.6981,208000.0,<1H OCEAN +-118.12,34.08,52.0,1437.0,290.0,980.0,282.0,5.3032,245700.0,<1H OCEAN +-118.12,34.08,49.0,1782.0,374.0,1010.0,367.0,3.1583,268200.0,<1H OCEAN +-118.13,34.08,34.0,3848.0,991.0,2814.0,972.0,2.6716,227100.0,<1H OCEAN +-118.12,34.08,35.0,2248.0,,1762.0,622.0,3.0,253900.0,<1H OCEAN +-118.13,34.08,35.0,2517.0,662.0,1883.0,607.0,2.5787,223000.0,<1H OCEAN +-118.12,34.08,36.0,2433.0,585.0,1565.0,563.0,3.2344,234900.0,<1H OCEAN +-118.13,34.07,32.0,1880.0,428.0,1404.0,424.0,3.085,220500.0,<1H OCEAN +-118.12,34.07,45.0,1770.0,423.0,1410.0,389.0,3.0592,212500.0,<1H OCEAN +-118.12,34.07,43.0,1050.0,252.0,820.0,244.0,2.025,215600.0,<1H OCEAN +-118.12,34.06,23.0,1190.0,347.0,965.0,327.0,2.2261,211800.0,<1H OCEAN +-118.13,34.06,17.0,1714.0,572.0,1590.0,568.0,1.1875,183900.0,<1H OCEAN +-118.13,34.07,20.0,2130.0,654.0,1870.0,578.0,2.3664,192200.0,<1H OCEAN +-118.12,34.06,17.0,5137.0,1614.0,4945.0,1535.0,2.4599,181600.0,<1H OCEAN +-118.11,34.07,19.0,3215.0,907.0,3072.0,870.0,2.3393,202300.0,<1H OCEAN +-118.11,34.06,18.0,2609.0,721.0,2221.0,703.0,2.3224,192300.0,<1H OCEAN +-118.14,34.07,42.0,1036.0,199.0,656.0,215.0,4.1902,235000.0,<1H OCEAN +-118.14,34.06,39.0,2390.0,444.0,1246.0,422.0,3.7857,245700.0,<1H OCEAN +-118.14,34.06,37.0,1339.0,258.0,706.0,238.0,4.7569,253800.0,<1H OCEAN +-118.15,34.07,52.0,1983.0,344.0,887.0,331.0,3.2875,234400.0,<1H OCEAN +-118.15,34.07,44.0,1626.0,383.0,1063.0,334.0,2.4348,220700.0,<1H OCEAN +-118.16,34.07,47.0,2994.0,543.0,1651.0,561.0,3.8644,241500.0,<1H OCEAN +-118.16,34.07,42.0,3836.0,777.0,2118.0,754.0,3.6364,254600.0,<1H OCEAN +-118.15,34.07,40.0,1072.0,204.0,940.0,200.0,3.125,242700.0,<1H OCEAN +-118.15,34.06,28.0,3855.0,922.0,2517.0,874.0,3.505,204300.0,<1H OCEAN +-118.16,34.06,25.0,4284.0,741.0,2163.0,701.0,6.1509,315100.0,<1H OCEAN +-118.16,34.06,27.0,1675.0,274.0,785.0,275.0,5.828,301100.0,<1H OCEAN +-118.14,34.05,25.0,5478.0,1136.0,3062.0,1096.0,3.4118,341100.0,<1H OCEAN +-118.15,34.05,31.0,3362.0,799.0,1939.0,754.0,3.5089,305800.0,<1H OCEAN +-118.15,34.05,33.0,3287.0,649.0,1783.0,653.0,3.8472,293300.0,<1H OCEAN +-118.13,34.06,30.0,1692.0,398.0,1130.0,365.0,2.8672,198500.0,<1H OCEAN +-118.14,34.06,27.0,5257.0,1082.0,3496.0,1036.0,3.3906,237200.0,<1H OCEAN +-118.13,34.05,35.0,3229.0,616.0,1879.0,595.0,3.9531,268400.0,<1H OCEAN +-118.14,34.05,39.0,1880.0,367.0,954.0,349.0,3.875,236400.0,<1H OCEAN +-118.12,34.06,35.0,1729.0,438.0,1308.0,412.0,2.5321,197200.0,<1H OCEAN +-118.12,34.06,25.0,1137.0,293.0,800.0,281.0,2.4286,233300.0,<1H OCEAN +-118.12,34.06,25.0,1526.0,388.0,1304.0,378.0,3.1892,214700.0,<1H OCEAN +-118.11,34.06,32.0,1273.0,344.0,1148.0,368.0,2.1061,214700.0,<1H OCEAN +-118.11,34.06,16.0,2416.0,565.0,1750.0,514.0,2.8229,163700.0,<1H OCEAN +-118.11,34.06,14.0,2628.0,668.0,2208.0,574.0,2.9764,160300.0,<1H OCEAN +-118.09,34.07,45.0,593.0,133.0,481.0,128.0,2.5938,199300.0,<1H OCEAN +-118.09,34.07,38.0,1036.0,226.0,1058.0,235.0,3.2578,184200.0,<1H OCEAN +-118.1,34.08,21.0,1349.0,352.0,1188.0,330.0,2.5,182100.0,<1H OCEAN +-118.1,34.07,29.0,1179.0,313.0,1255.0,308.0,2.5964,176800.0,<1H OCEAN +-118.11,34.07,39.0,1270.0,299.0,1073.0,278.0,3.3088,186600.0,<1H OCEAN +-118.1,34.07,36.0,1240.0,349.0,1383.0,338.0,2.4931,170300.0,<1H OCEAN +-118.1,34.07,36.0,3661.0,956.0,3816.0,931.0,2.5104,185000.0,<1H OCEAN +-118.09,34.07,26.0,794.0,182.0,709.0,170.0,3.175,170800.0,<1H OCEAN +-118.1,34.07,33.0,3437.0,1081.0,3817.0,1042.0,2.25,203700.0,<1H OCEAN +-118.09,34.07,45.0,726.0,146.0,568.0,160.0,3.0347,183200.0,<1H OCEAN +-118.09,34.07,31.0,1054.0,252.0,1032.0,258.0,2.3424,188500.0,<1H OCEAN +-118.09,34.06,30.0,1980.0,552.0,2264.0,511.0,2.6094,179400.0,<1H OCEAN +-118.09,34.06,38.0,3230.0,840.0,3485.0,827.0,2.629,171600.0,<1H OCEAN +-118.08,34.04,20.0,5841.0,1146.0,3273.0,1131.0,4.7222,185100.0,<1H OCEAN +-118.09,34.06,31.0,1146.0,289.0,1163.0,258.0,2.2083,185600.0,<1H OCEAN +-118.1,34.06,31.0,2852.0,740.0,3100.0,725.0,2.9524,178800.0,<1H OCEAN +-118.1,34.06,36.0,1463.0,369.0,1492.0,366.0,3.25,179200.0,<1H OCEAN +-118.11,34.06,30.0,1547.0,436.0,1700.0,410.0,2.5488,187500.0,<1H OCEAN +-118.09,34.05,22.0,1764.0,357.0,1379.0,363.0,3.5357,199000.0,<1H OCEAN +-118.1,34.05,31.0,3559.0,734.0,2975.0,715.0,3.756,183300.0,<1H OCEAN +-118.1,34.05,26.0,1495.0,328.0,1296.0,304.0,2.913,152300.0,<1H OCEAN +-118.09,34.04,18.0,5580.0,1369.0,3842.0,1276.0,3.6512,168500.0,<1H OCEAN +-118.09,34.04,24.0,1543.0,257.0,824.0,271.0,6.4385,272600.0,<1H OCEAN +-118.11,34.05,23.0,3436.0,565.0,1729.0,529.0,5.9941,266700.0,<1H OCEAN +-118.11,34.04,28.0,3913.0,696.0,2264.0,697.0,5.2446,258000.0,<1H OCEAN +-118.12,34.05,32.0,3775.0,786.0,2416.0,792.0,3.6625,247600.0,<1H OCEAN +-118.12,34.04,35.0,1038.0,209.0,598.0,190.0,5.9214,254900.0,<1H OCEAN +-118.13,34.04,36.0,1938.0,364.0,1118.0,374.0,3.5833,227300.0,<1H OCEAN +-118.13,34.04,40.0,1444.0,312.0,881.0,303.0,3.1083,220500.0,<1H OCEAN +-118.14,34.03,38.0,1447.0,293.0,1042.0,284.0,4.1375,211500.0,<1H OCEAN +-118.15,34.04,33.0,818.0,195.0,664.0,198.0,2.1944,203300.0,<1H OCEAN +-118.14,34.04,43.0,1949.0,464.0,1216.0,457.0,3.3214,209300.0,<1H OCEAN +-118.14,34.04,40.0,1966.0,391.0,1120.0,362.0,3.7109,198800.0,<1H OCEAN +-118.14,34.04,37.0,1129.0,212.0,509.0,202.0,2.6146,243200.0,<1H OCEAN +-118.11,34.03,36.0,1493.0,316.0,989.0,293.0,3.5272,213700.0,<1H OCEAN +-118.13,34.04,42.0,2205.0,451.0,1392.0,423.0,4.3646,211400.0,<1H OCEAN +-118.12,34.04,34.0,2103.0,427.0,1355.0,434.0,4.5795,235300.0,<1H OCEAN +-118.12,34.04,35.0,1064.0,203.0,608.0,201.0,4.0938,246900.0,<1H OCEAN +-117.93,33.95,31.0,3600.0,468.0,1382.0,435.0,7.4597,500001.0,<1H OCEAN +-117.95,33.95,29.0,4943.0,674.0,1913.0,641.0,6.8189,379300.0,<1H OCEAN +-117.95,33.97,33.0,1113.0,145.0,424.0,137.0,8.3474,500001.0,<1H OCEAN +-117.97,33.96,30.0,4873.0,667.0,1995.0,638.0,7.2472,441900.0,<1H OCEAN +-117.98,33.95,35.0,4055.0,652.0,1758.0,639.0,6.1898,282400.0,<1H OCEAN +-117.98,33.94,36.0,4297.0,717.0,2038.0,700.0,5.2851,258800.0,<1H OCEAN +-117.99,33.95,30.0,2217.0,284.0,851.0,291.0,10.4835,498600.0,<1H OCEAN +-118.0,33.95,35.0,1431.0,210.0,505.0,213.0,6.8109,401000.0,<1H OCEAN +-118.01,33.95,35.0,1755.0,322.0,774.0,290.0,5.0861,296700.0,<1H OCEAN +-118.0,33.96,37.0,2414.0,323.0,878.0,305.0,9.1541,453800.0,<1H OCEAN +-117.99,33.97,18.0,4078.0,484.0,1490.0,482.0,10.8034,500001.0,<1H OCEAN +-118.05,34.02,31.0,40.0,8.0,25.0,7.0,2.125,375000.0,<1H OCEAN +-118.03,34.01,10.0,6531.0,1036.0,2975.0,1018.0,6.2319,403700.0,<1H OCEAN +-118.06,34.02,25.0,3548.0,639.0,2653.0,664.0,5.2557,188800.0,<1H OCEAN +-118.06,34.01,34.0,1962.0,396.0,1488.0,332.0,3.9091,155100.0,<1H OCEAN +-118.07,34.01,38.0,2245.0,444.0,1540.0,419.0,3.7986,171000.0,<1H OCEAN +-118.07,34.01,36.0,1391.0,283.0,1025.0,275.0,3.2375,176800.0,<1H OCEAN +-118.08,34.01,32.0,1973.0,401.0,1322.0,386.0,3.4861,158100.0,<1H OCEAN +-118.07,34.0,42.0,1392.0,351.0,1471.0,348.0,2.63,143800.0,<1H OCEAN +-118.08,34.0,35.0,1188.0,342.0,1373.0,332.0,2.9107,150900.0,<1H OCEAN +-118.08,34.01,34.0,1914.0,549.0,2122.0,529.0,2.5969,150200.0,<1H OCEAN +-118.08,34.02,14.0,3789.0,810.0,2551.0,793.0,2.9321,144200.0,<1H OCEAN +-118.08,34.01,33.0,1091.0,233.0,890.0,226.0,2.7679,176400.0,<1H OCEAN +-118.08,34.01,36.0,1248.0,322.0,1282.0,326.0,3.2031,147600.0,<1H OCEAN +-118.09,34.01,36.0,1465.0,363.0,1538.0,342.0,3.5469,150600.0,<1H OCEAN +-118.09,34.01,42.0,897.0,229.0,1094.0,238.0,2.0729,114100.0,<1H OCEAN +-118.09,34.01,31.0,1108.0,238.0,1151.0,229.0,4.3333,149500.0,<1H OCEAN +-118.09,34.0,36.0,1722.0,353.0,1174.0,335.0,3.045,160600.0,<1H OCEAN +-118.09,34.0,35.0,1580.0,331.0,1290.0,338.0,4.1458,162500.0,<1H OCEAN +-118.09,33.99,34.0,1369.0,270.0,1005.0,272.0,3.692,172600.0,<1H OCEAN +-118.1,33.99,36.0,1529.0,290.0,1271.0,287.0,3.6875,175200.0,<1H OCEAN +-118.1,33.99,35.0,1326.0,272.0,933.0,267.0,3.4306,162500.0,<1H OCEAN +-118.1,33.99,31.0,965.0,217.0,599.0,206.0,2.7202,190300.0,<1H OCEAN +-118.08,33.98,36.0,1492.0,282.0,1041.0,270.0,4.0677,165800.0,<1H OCEAN +-118.08,33.98,39.0,1042.0,221.0,863.0,228.0,3.6033,157800.0,<1H OCEAN +-118.09,33.98,37.0,1270.0,272.0,1092.0,274.0,3.5,160700.0,<1H OCEAN +-118.09,33.99,35.0,2787.0,639.0,1923.0,614.0,3.5757,177900.0,<1H OCEAN +-118.08,33.99,38.0,1683.0,328.0,1369.0,339.0,3.6196,170700.0,<1H OCEAN +-118.08,33.99,37.0,1419.0,310.0,1125.0,296.0,2.5,162000.0,<1H OCEAN +-118.08,33.99,36.0,2024.0,590.0,2028.0,573.0,2.8152,163900.0,<1H OCEAN +-118.08,34.0,32.0,1165.0,358.0,997.0,361.0,0.9817,166300.0,<1H OCEAN +-118.07,33.99,35.0,1625.0,302.0,1134.0,288.0,4.5595,164900.0,<1H OCEAN +-118.07,33.99,41.0,1204.0,252.0,1002.0,248.0,3.0577,163300.0,<1H OCEAN +-118.07,33.99,39.0,552.0,151.0,807.0,168.0,3.25,153300.0,<1H OCEAN +-118.06,33.98,40.0,1723.0,370.0,1221.0,370.0,3.3562,169200.0,<1H OCEAN +-118.06,33.98,40.0,1410.0,255.0,932.0,273.0,4.2206,178000.0,<1H OCEAN +-118.06,33.98,42.0,1342.0,243.0,615.0,208.0,5.4381,186900.0,<1H OCEAN +-118.06,33.98,50.0,1146.0,238.0,579.0,213.0,2.9583,172600.0,<1H OCEAN +-118.06,33.98,38.0,1862.0,319.0,975.0,305.0,4.7266,177600.0,<1H OCEAN +-118.06,34.0,34.0,5002.0,917.0,2597.0,893.0,3.9243,219800.0,<1H OCEAN +-118.07,34.0,37.0,2976.0,636.0,2117.0,598.0,4.1058,167300.0,<1H OCEAN +-118.05,33.99,42.0,2480.0,401.0,1085.0,438.0,5.193,263400.0,<1H OCEAN +-118.04,33.99,36.0,3531.0,754.0,1613.0,697.0,3.2359,198600.0,<1H OCEAN +-118.05,33.99,38.0,1619.0,,886.0,357.0,3.7328,182400.0,<1H OCEAN +-118.06,33.99,38.0,862.0,178.0,484.0,176.0,4.375,186200.0,<1H OCEAN +-118.06,33.99,47.0,1588.0,309.0,827.0,292.0,3.7833,166100.0,<1H OCEAN +-118.06,33.99,46.0,1203.0,219.0,637.0,211.0,3.3611,174400.0,<1H OCEAN +-118.06,33.99,45.0,1471.0,255.0,670.0,250.0,4.5478,188000.0,<1H OCEAN +-118.04,33.98,50.0,1951.0,458.0,1362.0,454.0,3.0,163200.0,<1H OCEAN +-118.05,33.98,41.0,1406.0,428.0,1174.0,390.0,2.0147,137500.0,<1H OCEAN +-118.05,33.98,41.0,1694.0,413.0,1222.0,387.0,2.8311,155300.0,<1H OCEAN +-118.04,34.0,30.0,5308.0,854.0,2114.0,838.0,5.1985,279200.0,<1H OCEAN +-118.03,33.99,52.0,2792.0,461.0,1177.0,439.0,3.4312,243800.0,<1H OCEAN +-118.03,33.98,46.0,1974.0,465.0,880.0,441.0,2.7578,236800.0,<1H OCEAN +-118.04,33.98,43.0,2446.0,764.0,1699.0,692.0,2.625,163300.0,<1H OCEAN +-118.04,33.98,28.0,1617.0,507.0,1158.0,486.0,1.9688,165600.0,<1H OCEAN +-118.04,33.98,25.0,3040.0,831.0,1580.0,735.0,2.3182,182100.0,<1H OCEAN +-118.04,33.99,47.0,2530.0,565.0,1262.0,509.0,3.6475,197100.0,<1H OCEAN +-118.02,33.98,23.0,1995.0,306.0,707.0,293.0,8.6677,332700.0,<1H OCEAN +-118.03,33.97,32.0,2468.0,552.0,1190.0,479.0,3.8275,238500.0,<1H OCEAN +-118.02,33.97,34.0,1903.0,293.0,887.0,306.0,6.148,313800.0,<1H OCEAN +-118.01,33.97,36.0,1451.0,224.0,608.0,246.0,6.0648,290800.0,<1H OCEAN +-118.0,33.97,30.0,6540.0,991.0,3124.0,953.0,6.0663,372600.0,<1H OCEAN +-118.01,33.96,36.0,1805.0,288.0,882.0,308.0,5.3054,273500.0,<1H OCEAN +-118.02,33.96,36.0,2002.0,361.0,913.0,311.0,4.5446,244700.0,<1H OCEAN +-118.02,33.96,36.0,2071.0,398.0,988.0,404.0,4.6226,219700.0,<1H OCEAN +-118.03,33.97,36.0,1601.0,290.0,715.0,284.0,4.8152,232400.0,<1H OCEAN +-118.03,33.97,39.0,1996.0,389.0,1029.0,387.0,4.65,224300.0,<1H OCEAN +-118.03,33.97,39.0,2126.0,434.0,1103.0,433.0,3.2852,196200.0,<1H OCEAN +-118.03,33.97,36.0,2149.0,527.0,1359.0,481.0,2.824,167900.0,<1H OCEAN +-118.04,33.97,29.0,2376.0,700.0,1968.0,680.0,2.6082,162500.0,<1H OCEAN +-118.04,33.97,25.0,2945.0,914.0,2313.0,832.0,2.5686,177500.0,<1H OCEAN +-118.03,33.97,22.0,2185.0,623.0,1644.0,606.0,2.593,192000.0,<1H OCEAN +-118.02,33.95,38.0,2139.0,426.0,1138.0,412.0,4.2917,168900.0,<1H OCEAN +-118.02,33.95,36.0,1681.0,329.0,964.0,311.0,4.108,181200.0,<1H OCEAN +-118.03,33.96,37.0,1745.0,365.0,1022.0,368.0,4.0536,171400.0,<1H OCEAN +-118.03,33.96,37.0,1180.0,256.0,614.0,242.0,3.117,164600.0,<1H OCEAN +-118.03,33.95,34.0,1882.0,428.0,1034.0,375.0,3.6509,173200.0,<1H OCEAN +-118.03,33.95,37.0,1772.0,321.0,934.0,326.0,4.1471,177800.0,<1H OCEAN +-118.04,33.95,36.0,2722.0,515.0,1390.0,486.0,3.8214,178500.0,<1H OCEAN +-118.04,33.96,37.0,1948.0,395.0,1163.0,379.0,3.225,154000.0,<1H OCEAN +-118.04,33.96,42.0,1430.0,338.0,1269.0,321.0,3.3214,148800.0,<1H OCEAN +-118.05,33.96,37.0,2622.0,652.0,2778.0,644.0,2.9714,160300.0,<1H OCEAN +-118.04,33.97,34.0,1759.0,431.0,1282.0,391.0,3.0491,158200.0,<1H OCEAN +-118.05,33.98,34.0,2142.0,390.0,1305.0,406.0,4.0379,172800.0,<1H OCEAN +-118.05,33.97,36.0,2854.0,688.0,2816.0,673.0,3.6,154000.0,<1H OCEAN +-118.06,33.97,37.0,1645.0,308.0,1077.0,320.0,4.3203,159200.0,<1H OCEAN +-118.07,33.98,32.0,3304.0,714.0,2032.0,690.0,3.2093,167800.0,<1H OCEAN +-118.07,33.98,41.0,1478.0,273.0,916.0,281.0,3.9688,169800.0,<1H OCEAN +-118.06,33.97,39.0,1639.0,300.0,988.0,309.0,3.9612,175800.0,<1H OCEAN +-118.07,33.97,36.0,1887.0,370.0,1006.0,329.0,3.1554,170700.0,<1H OCEAN +-118.08,33.97,38.0,1026.0,190.0,789.0,193.0,4.2,163200.0,<1H OCEAN +-118.07,33.97,32.0,3400.0,826.0,3017.0,793.0,2.4607,155600.0,<1H OCEAN +-118.07,33.96,30.0,928.0,230.0,913.0,214.0,2.6991,147100.0,<1H OCEAN +-118.07,33.97,36.0,1265.0,273.0,1052.0,253.0,4.8929,156200.0,<1H OCEAN +-118.08,33.97,36.0,1620.0,298.0,1258.0,309.0,3.9773,166700.0,<1H OCEAN +-118.08,33.97,35.0,825.0,155.0,590.0,144.0,4.6333,161200.0,<1H OCEAN +-118.08,33.97,36.0,1678.0,323.0,1380.0,352.0,3.5481,163300.0,<1H OCEAN +-118.09,33.98,39.0,936.0,194.0,691.0,211.0,3.6875,169500.0,<1H OCEAN +-118.09,33.97,39.0,1473.0,297.0,1108.0,294.0,4.1389,166000.0,<1H OCEAN +-118.09,33.97,35.0,2664.0,541.0,2033.0,491.0,3.7326,164300.0,<1H OCEAN +-118.1,33.97,35.0,2426.0,529.0,2010.0,514.0,2.9922,163500.0,<1H OCEAN +-118.1,33.98,34.0,1357.0,310.0,1042.0,287.0,3.4083,156700.0,<1H OCEAN +-118.09,33.98,37.0,1226.0,255.0,1068.0,271.0,3.1607,172200.0,<1H OCEAN +-118.1,33.98,33.0,1927.0,482.0,1623.0,479.0,3.5268,152000.0,<1H OCEAN +-118.11,33.97,33.0,2125.0,500.0,1672.0,476.0,3.6397,166600.0,<1H OCEAN +-118.11,33.98,36.0,446.0,108.0,410.0,117.0,3.3942,147200.0,<1H OCEAN +-118.09,33.96,36.0,3271.0,603.0,2593.0,616.0,3.3621,169700.0,<1H OCEAN +-118.09,33.96,36.0,1116.0,229.0,719.0,233.0,3.425,163200.0,<1H OCEAN +-118.09,33.95,36.0,1991.0,396.0,1306.0,403.0,4.5,166600.0,<1H OCEAN +-118.1,33.96,38.0,1657.0,335.0,1195.0,309.0,4.1711,160100.0,<1H OCEAN +-118.1,33.96,36.0,1184.0,240.0,946.0,232.0,4.0357,162500.0,<1H OCEAN +-118.1,33.97,20.0,1878.0,548.0,1461.0,516.0,2.9821,142500.0,<1H OCEAN +-118.1,33.96,36.0,2013.0,435.0,1476.0,475.0,3.9549,192100.0,<1H OCEAN +-118.1,33.96,40.0,1743.0,328.0,981.0,291.0,3.6667,173100.0,<1H OCEAN +-118.08,33.95,32.0,1962.0,387.0,1274.0,398.0,4.8304,160600.0,<1H OCEAN +-118.08,33.95,37.0,1743.0,348.0,1328.0,354.0,3.0944,162800.0,<1H OCEAN +-118.08,33.96,35.0,2104.0,399.0,1659.0,387.0,4.0096,165000.0,<1H OCEAN +-118.08,33.96,34.0,1431.0,310.0,1162.0,288.0,4.369,165400.0,<1H OCEAN +-118.09,33.96,20.0,1911.0,472.0,1407.0,465.0,2.7647,163000.0,<1H OCEAN +-118.09,33.95,32.0,1083.0,206.0,737.0,218.0,3.5583,170800.0,<1H OCEAN +-118.09,33.94,36.0,2762.0,472.0,1576.0,493.0,4.0846,183400.0,<1H OCEAN +-118.09,33.93,36.0,1585.0,323.0,1205.0,343.0,4.5306,183400.0,<1H OCEAN +-118.09,33.94,33.0,1976.0,404.0,1379.0,395.0,3.8542,175400.0,<1H OCEAN +-118.08,33.94,21.0,3933.0,949.0,2219.0,820.0,2.4926,171400.0,<1H OCEAN +-118.04,33.95,35.0,1945.0,357.0,1227.0,359.0,5.2162,171900.0,<1H OCEAN +-118.04,33.94,31.0,3808.0,670.0,2430.0,660.0,4.625,173900.0,<1H OCEAN +-118.04,33.95,36.0,1976.0,368.0,1236.0,355.0,4.615,174000.0,<1H OCEAN +-118.05,33.95,33.0,1954.0,390.0,1600.0,376.0,3.6125,170800.0,<1H OCEAN +-118.05,33.94,34.0,495.0,120.0,527.0,130.0,1.9453,149000.0,<1H OCEAN +-118.04,33.93,36.0,1045.0,239.0,1165.0,230.0,3.1979,161800.0,<1H OCEAN +-118.05,33.93,31.0,894.0,203.0,883.0,190.0,3.6771,141500.0,<1H OCEAN +-118.05,33.93,35.0,2107.0,480.0,2241.0,443.0,3.1513,150000.0,<1H OCEAN +-118.05,33.92,33.0,1999.0,470.0,2170.0,466.0,3.2371,154700.0,<1H OCEAN +-118.03,33.93,22.0,3382.0,800.0,2688.0,784.0,3.875,164700.0,<1H OCEAN +-118.02,33.92,35.0,2075.0,424.0,1312.0,396.0,3.7969,164800.0,<1H OCEAN +-118.03,33.92,30.0,1414.0,332.0,1307.0,315.0,3.0,158300.0,<1H OCEAN +-118.03,33.92,35.0,2108.0,405.0,1243.0,394.0,3.6731,167000.0,<1H OCEAN +-118.04,33.93,35.0,1805.0,387.0,1505.0,366.0,4.1667,151900.0,<1H OCEAN +-118.04,33.92,34.0,1995.0,417.0,1573.0,407.0,3.4907,153500.0,<1H OCEAN +-118.04,33.93,36.0,1726.0,332.0,1293.0,310.0,4.3849,144100.0,<1H OCEAN +-118.04,33.92,35.0,2469.0,522.0,2151.0,537.0,3.4219,156200.0,<1H OCEAN +-118.02,33.93,35.0,2400.0,398.0,1218.0,408.0,4.1312,193800.0,<1H OCEAN +-118.03,33.93,35.0,2470.0,416.0,1386.0,411.0,5.2736,179500.0,<1H OCEAN +-118.03,33.94,37.0,1699.0,302.0,889.0,271.0,4.3542,179800.0,<1H OCEAN +-118.03,33.94,30.0,2572.0,521.0,1564.0,501.0,3.4861,177200.0,<1H OCEAN +-118.04,33.94,37.0,1328.0,273.0,1115.0,275.0,4.2051,164400.0,<1H OCEAN +-118.03,33.94,34.0,1748.0,386.0,917.0,378.0,3.4792,169000.0,<1H OCEAN +-118.01,33.95,36.0,1579.0,290.0,816.0,276.0,4.4318,181100.0,<1H OCEAN +-118.02,33.95,36.0,1705.0,299.0,871.0,296.0,4.6184,179800.0,<1H OCEAN +-118.02,33.95,36.0,1632.0,295.0,797.0,283.0,4.2292,179500.0,<1H OCEAN +-118.01,33.95,37.0,1165.0,210.0,627.0,221.0,4.6923,181000.0,<1H OCEAN +-118.02,33.94,33.0,2382.0,404.0,1339.0,389.0,5.3016,192200.0,<1H OCEAN +-118.02,33.94,23.0,4815.0,1081.0,3232.0,1016.0,3.488,191800.0,<1H OCEAN +-118.02,33.95,35.0,2085.0,400.0,1112.0,391.0,3.4886,173900.0,<1H OCEAN +-117.98,33.94,32.0,2562.0,491.0,1222.0,446.0,4.0985,226200.0,<1H OCEAN +-117.98,33.93,27.0,3142.0,509.0,1520.0,503.0,6.2924,232500.0,<1H OCEAN +-117.99,33.93,33.0,2299.0,431.0,1049.0,447.0,3.6458,208100.0,<1H OCEAN +-117.99,33.94,34.0,1519.0,301.0,758.0,304.0,4.3125,214000.0,<1H OCEAN +-117.99,33.94,30.0,2395.0,565.0,1214.0,521.0,3.7045,212300.0,<1H OCEAN +-118.0,33.94,35.0,2603.0,482.0,1305.0,507.0,3.9543,214400.0,<1H OCEAN +-118.0,33.94,36.0,2911.0,534.0,1395.0,486.0,5.1738,203700.0,<1H OCEAN +-118.01,33.94,36.0,1921.0,329.0,969.0,327.0,4.9191,188700.0,<1H OCEAN +-118.01,33.94,35.0,1323.0,235.0,807.0,247.0,4.2708,174800.0,<1H OCEAN +-118.01,33.93,31.0,3395.0,742.0,1886.0,737.0,4.4118,174400.0,<1H OCEAN +-118.02,33.93,33.0,4711.0,988.0,2984.0,931.0,3.6028,184700.0,<1H OCEAN +-117.99,33.93,36.0,1287.0,233.0,779.0,229.0,4.8523,175800.0,<1H OCEAN +-118.0,33.93,35.0,1288.0,240.0,758.0,250.0,4.9205,173900.0,<1H OCEAN +-118.01,33.93,34.0,2424.0,468.0,1293.0,444.0,3.275,189900.0,<1H OCEAN +-118.0,33.93,35.0,802.0,153.0,445.0,150.0,5.0077,185000.0,<1H OCEAN +-118.0,33.94,37.0,903.0,158.0,444.0,158.0,3.75,174400.0,<1H OCEAN +-118.01,33.92,34.0,4039.0,694.0,2269.0,663.0,5.2305,205100.0,<1H OCEAN +-118.01,33.92,35.0,1606.0,289.0,829.0,273.0,5.273,187600.0,<1H OCEAN +-118.02,33.92,34.0,1478.0,251.0,956.0,277.0,5.5238,185300.0,<1H OCEAN +-118.0,33.92,26.0,2830.0,399.0,1204.0,404.0,6.1273,289600.0,<1H OCEAN +-118.0,33.91,19.0,5166.0,770.0,2374.0,753.0,5.979,285200.0,<1H OCEAN +-117.99,33.93,27.0,3708.0,718.0,1921.0,721.0,4.375,210400.0,<1H OCEAN +-118.0,33.93,24.0,4534.0,967.0,2547.0,895.0,3.9575,215400.0,<1H OCEAN +-117.98,33.92,27.0,3700.0,,1793.0,552.0,5.3668,219800.0,<1H OCEAN +-117.99,33.92,27.0,5805.0,1152.0,3106.0,1144.0,4.061,222700.0,<1H OCEAN +-117.98,33.91,16.0,10621.0,1782.0,3836.0,1480.0,5.0923,257200.0,<1H OCEAN +-117.99,33.9,33.0,2161.0,383.0,1235.0,383.0,5.6454,202800.0,<1H OCEAN +-117.99,33.9,30.0,1677.0,372.0,1021.0,332.0,3.5859,199700.0,<1H OCEAN +-118.0,33.89,35.0,1065.0,176.0,574.0,171.0,5.0384,200800.0,<1H OCEAN +-118.0,33.89,34.0,1932.0,315.0,1053.0,316.0,5.1377,213300.0,<1H OCEAN +-118.0,33.9,35.0,1758.0,309.0,972.0,338.0,4.3831,209800.0,<1H OCEAN +-118.0,33.9,35.0,1942.0,332.0,1127.0,325.0,4.5144,206300.0,<1H OCEAN +-118.01,33.9,26.0,2968.0,674.0,1655.0,628.0,4.6094,201000.0,<1H OCEAN +-118.01,33.89,34.0,1653.0,292.0,1003.0,310.0,4.6,203400.0,<1H OCEAN +-118.01,33.89,33.0,2046.0,327.0,1018.0,320.0,4.2292,212800.0,<1H OCEAN +-118.0,33.89,35.0,1011.0,183.0,578.0,171.0,3.9861,188700.0,<1H OCEAN +-118.02,33.9,36.0,2417.0,421.0,1276.0,426.0,5.5601,205200.0,<1H OCEAN +-118.02,33.9,34.0,2678.0,511.0,1540.0,497.0,4.4954,202900.0,<1H OCEAN +-118.01,33.89,36.0,1589.0,265.0,804.0,272.0,4.6354,202900.0,<1H OCEAN +-118.02,33.89,36.0,1375.0,,670.0,221.0,5.0839,198200.0,<1H OCEAN +-118.02,33.92,34.0,2169.0,418.0,1169.0,406.0,3.2222,218700.0,<1H OCEAN +-118.01,33.91,32.0,2722.0,571.0,2541.0,462.0,4.2305,221400.0,<1H OCEAN +-118.01,33.9,36.0,1382.0,257.0,685.0,255.0,5.125,211700.0,<1H OCEAN +-118.02,33.91,35.0,2182.0,390.0,1248.0,399.0,5.4236,216700.0,<1H OCEAN +-118.02,33.9,34.0,1636.0,358.0,977.0,357.0,3.5938,209900.0,<1H OCEAN +-118.03,33.9,35.0,1434.0,279.0,744.0,252.0,3.7308,202400.0,<1H OCEAN +-118.02,33.91,35.0,1337.0,234.0,692.0,235.0,5.1155,213700.0,<1H OCEAN +-118.02,33.91,34.0,2518.0,429.0,1309.0,421.0,4.7861,210700.0,<1H OCEAN +-118.03,33.91,32.0,4040.0,832.0,2526.0,798.0,3.2143,160100.0,<1H OCEAN +-118.03,33.91,35.0,2323.0,406.0,1741.0,398.0,4.2437,164100.0,<1H OCEAN +-118.03,33.9,36.0,1143.0,193.0,826.0,188.0,5.3184,171100.0,<1H OCEAN +-118.04,33.9,36.0,15.0,5.0,15.0,6.0,0.4999,162500.0,<1H OCEAN +-118.09,34.03,27.0,3797.0,597.0,2043.0,614.0,5.5,276800.0,<1H OCEAN +-118.09,34.02,28.0,1984.0,313.0,1099.0,343.0,4.5526,250200.0,<1H OCEAN +-118.09,34.02,33.0,4853.0,1105.0,2855.0,1006.0,3.2622,208600.0,<1H OCEAN +-118.1,34.02,33.0,1143.0,172.0,508.0,174.0,4.9107,279900.0,<1H OCEAN +-118.11,34.02,17.0,9559.0,1911.0,5279.0,1844.0,5.1515,318900.0,<1H OCEAN +-118.12,34.02,25.0,2655.0,558.0,1466.0,525.0,3.0529,265800.0,<1H OCEAN +-118.12,34.03,20.0,2595.0,428.0,1751.0,479.0,5.6112,308000.0,<1H OCEAN +-118.1,34.01,29.0,2077.0,564.0,2087.0,543.0,2.66,189200.0,<1H OCEAN +-118.1,34.01,23.0,1724.0,576.0,1336.0,542.0,1.3365,183300.0,<1H OCEAN +-118.1,34.01,42.0,1436.0,298.0,1005.0,298.0,3.4297,195800.0,<1H OCEAN +-118.1,34.02,37.0,1022.0,232.0,653.0,238.0,3.0625,189400.0,<1H OCEAN +-118.11,34.02,40.0,1727.0,309.0,932.0,313.0,3.95,210200.0,<1H OCEAN +-118.11,34.01,43.0,1539.0,386.0,1122.0,377.0,2.4605,196000.0,<1H OCEAN +-118.12,34.02,36.0,1595.0,383.0,1105.0,359.0,2.4286,205600.0,<1H OCEAN +-118.12,34.02,32.0,1789.0,528.0,1429.0,517.0,1.8906,224500.0,<1H OCEAN +-118.13,34.03,31.0,4267.0,1070.0,3176.0,1071.0,3.0212,208200.0,<1H OCEAN +-118.13,34.02,38.0,1243.0,310.0,788.0,286.0,2.5852,185100.0,<1H OCEAN +-118.13,34.02,40.0,2988.0,690.0,2144.0,667.0,2.3359,189300.0,<1H OCEAN +-118.13,34.02,41.0,734.0,190.0,565.0,191.0,2.2813,192000.0,<1H OCEAN +-118.13,34.02,43.0,396.0,91.0,261.0,73.0,2.9044,172900.0,<1H OCEAN +-118.14,34.02,45.0,1307.0,283.0,967.0,254.0,2.75,178300.0,<1H OCEAN +-118.14,34.03,44.0,2003.0,390.0,1291.0,392.0,4.0625,201100.0,<1H OCEAN +-118.13,34.03,42.0,2203.0,467.0,1470.0,488.0,2.8385,192200.0,<1H OCEAN +-118.14,34.03,45.0,1569.0,359.0,1203.0,359.0,2.4612,180500.0,<1H OCEAN +-118.15,34.02,43.0,2172.0,605.0,2386.0,597.0,2.8239,150600.0,<1H OCEAN +-118.15,34.03,43.0,2006.0,472.0,1687.0,463.0,1.7991,158800.0,<1H OCEAN +-118.16,34.03,41.0,1377.0,293.0,1142.0,272.0,3.1724,141600.0,<1H OCEAN +-118.15,34.03,44.0,603.0,207.0,588.0,218.0,2.0536,186400.0,<1H OCEAN +-118.15,34.03,42.0,1481.0,411.0,1206.0,394.0,2.6806,189300.0,<1H OCEAN +-118.15,34.04,39.0,1099.0,263.0,787.0,269.0,3.7794,194600.0,<1H OCEAN +-118.15,34.04,44.0,647.0,142.0,457.0,143.0,3.6875,162500.0,<1H OCEAN +-118.16,34.04,45.0,332.0,70.0,302.0,60.0,3.1895,156300.0,<1H OCEAN +-118.16,34.04,22.0,2991.0,791.0,2486.0,754.0,1.5078,181900.0,<1H OCEAN +-118.16,34.04,38.0,1076.0,286.0,1535.0,323.0,2.7026,145000.0,<1H OCEAN +-118.16,34.04,11.0,852.0,215.0,806.0,202.0,1.3971,134400.0,<1H OCEAN +-118.17,34.03,31.0,1014.0,252.0,1064.0,247.0,2.4167,125500.0,<1H OCEAN +-118.17,34.04,38.0,385.0,102.0,402.0,95.0,1.625,129700.0,<1H OCEAN +-118.17,34.04,46.0,705.0,167.0,655.0,149.0,3.5938,141100.0,<1H OCEAN +-118.17,34.06,36.0,871.0,201.0,2862.0,181.0,2.1845,123800.0,<1H OCEAN +-118.17,34.05,35.0,1256.0,294.0,2990.0,302.0,3.1528,121800.0,<1H OCEAN +-118.18,34.05,41.0,389.0,102.0,455.0,107.0,2.7031,109200.0,<1H OCEAN +-118.17,34.06,44.0,1856.0,461.0,1853.0,452.0,2.5033,131900.0,<1H OCEAN +-118.17,34.06,43.0,464.0,,416.0,120.0,2.475,142600.0,<1H OCEAN +-118.18,34.06,33.0,278.0,71.0,266.0,56.0,0.8941,98200.0,<1H OCEAN +-118.19,34.06,37.0,1715.0,456.0,2052.0,440.0,2.3125,116100.0,<1H OCEAN +-118.18,34.06,45.0,934.0,228.0,893.0,192.0,2.53,140300.0,<1H OCEAN +-118.18,34.05,52.0,1070.0,231.0,925.0,220.0,1.825,133000.0,<1H OCEAN +-118.19,34.05,42.0,1291.0,345.0,1535.0,332.0,1.9083,119200.0,<1H OCEAN +-118.19,34.05,35.0,1296.0,307.0,1423.0,276.0,2.7432,135200.0,<1H OCEAN +-118.19,34.05,47.0,1273.0,264.0,1193.0,260.0,2.4375,122900.0,<1H OCEAN +-118.18,34.05,38.0,3272.0,731.0,3299.0,726.0,2.8295,126500.0,<1H OCEAN +-118.18,34.05,41.0,762.0,147.0,817.0,176.0,3.75,123100.0,<1H OCEAN +-118.18,34.05,41.0,616.0,196.0,814.0,180.0,3.3333,115100.0,<1H OCEAN +-118.18,34.04,36.0,1807.0,630.0,2118.0,669.0,1.55,129000.0,<1H OCEAN +-118.18,34.04,44.0,1079.0,275.0,1249.0,249.0,3.0417,141700.0,<1H OCEAN +-118.19,34.04,34.0,1011.0,274.0,1164.0,262.0,2.8542,146900.0,<1H OCEAN +-118.19,34.04,39.0,1074.0,323.0,1613.0,308.0,2.3015,131700.0,<1H OCEAN +-118.19,34.05,29.0,855.0,199.0,785.0,169.0,2.6964,122200.0,<1H OCEAN +-118.17,34.04,44.0,691.0,155.0,613.0,142.0,1.9667,133900.0,<1H OCEAN +-118.17,34.04,39.0,563.0,138.0,682.0,137.0,2.75,150000.0,<1H OCEAN +-118.18,34.03,39.0,609.0,145.0,690.0,134.0,2.9167,145800.0,<1H OCEAN +-118.17,34.04,43.0,908.0,232.0,1005.0,224.0,1.75,134000.0,<1H OCEAN +-118.17,34.04,45.0,911.0,238.0,1005.0,229.0,2.8167,114000.0,<1H OCEAN +-118.17,34.05,39.0,962.0,229.0,999.0,221.0,3.375,126000.0,<1H OCEAN +-118.17,34.05,45.0,733.0,178.0,715.0,165.0,2.5962,124100.0,<1H OCEAN +-118.18,34.04,42.0,1670.0,,1997.0,452.0,2.788,150500.0,<1H OCEAN +-118.18,34.03,26.0,859.0,255.0,835.0,232.0,1.1929,143800.0,<1H OCEAN +-118.19,34.03,27.0,1346.0,340.0,1177.0,295.0,1.7995,153400.0,<1H OCEAN +-118.19,34.04,40.0,1279.0,316.0,1438.0,329.0,2.1774,157600.0,<1H OCEAN +-118.19,34.04,43.0,1682.0,422.0,1706.0,409.0,2.1029,153300.0,<1H OCEAN +-118.19,34.03,31.0,525.0,136.0,627.0,145.0,2.6964,125000.0,<1H OCEAN +-118.18,34.03,37.0,2115.0,580.0,2842.0,572.0,2.239,121300.0,<1H OCEAN +-118.19,34.03,42.0,2250.0,629.0,2588.0,609.0,1.9719,134200.0,<1H OCEAN +-118.18,34.03,40.0,2631.0,698.0,2920.0,677.0,2.0764,145600.0,<1H OCEAN +-118.19,34.02,45.0,1535.0,432.0,1820.0,419.0,1.7801,142800.0,<1H OCEAN +-118.18,34.02,36.0,1138.0,296.0,1484.0,320.0,2.2813,150700.0,<1H OCEAN +-118.18,34.02,37.0,2631.0,734.0,3228.0,701.0,2.15,132200.0,<1H OCEAN +-118.19,34.02,40.0,474.0,124.0,546.0,121.0,2.3438,137500.0,<1H OCEAN +-118.18,34.02,35.0,661.0,142.0,720.0,143.0,2.8977,142500.0,<1H OCEAN +-118.19,34.02,34.0,1478.0,369.0,1735.0,348.0,1.8875,136700.0,<1H OCEAN +-118.18,34.02,33.0,832.0,226.0,987.0,220.0,3.0972,125000.0,<1H OCEAN +-118.18,34.02,43.0,887.0,219.0,965.0,217.0,2.625,133900.0,<1H OCEAN +-118.18,34.01,42.0,1845.0,497.0,2191.0,492.0,2.3462,127300.0,<1H OCEAN +-118.17,34.03,41.0,2099.0,530.0,2325.0,528.0,2.1979,140800.0,<1H OCEAN +-118.17,34.03,43.0,1636.0,506.0,1855.0,502.0,2.2902,152400.0,<1H OCEAN +-118.17,34.03,42.0,882.0,292.0,1248.0,281.0,2.761,120000.0,<1H OCEAN +-118.18,34.03,44.0,1629.0,420.0,1893.0,387.0,2.2991,137500.0,<1H OCEAN +-118.17,34.02,41.0,676.0,216.0,851.0,199.0,2.3077,140600.0,<1H OCEAN +-118.17,34.02,34.0,760.0,219.0,968.0,202.0,1.7813,145000.0,<1H OCEAN +-118.17,34.02,39.0,759.0,215.0,883.0,226.0,2.125,143800.0,<1H OCEAN +-118.17,34.02,33.0,346.0,103.0,488.0,107.0,1.8681,112500.0,<1H OCEAN +-118.16,34.03,45.0,894.0,231.0,925.0,222.0,2.6042,145000.0,<1H OCEAN +-118.16,34.03,40.0,2201.0,636.0,2682.0,595.0,2.359,143400.0,<1H OCEAN +-118.16,34.02,35.0,1734.0,493.0,2053.0,508.0,2.1442,149200.0,<1H OCEAN +-118.16,34.02,41.0,1256.0,391.0,1511.0,381.0,1.7981,166000.0,<1H OCEAN +-118.16,34.02,47.0,1055.0,298.0,1303.0,302.0,2.6964,138800.0,<1H OCEAN +-118.17,34.02,42.0,946.0,272.0,1191.0,261.0,2.45,132000.0,<1H OCEAN +-118.16,34.02,34.0,1474.0,511.0,1962.0,501.0,1.8715,139600.0,<1H OCEAN +-118.15,34.02,42.0,2729.0,725.0,3004.0,722.0,2.3438,154300.0,<1H OCEAN +-118.15,34.02,37.0,2344.0,631.0,2195.0,610.0,2.7022,151900.0,<1H OCEAN +-118.16,34.02,42.0,814.0,216.0,773.0,208.0,2.5313,156900.0,<1H OCEAN +-118.16,34.01,37.0,690.0,261.0,952.0,255.0,1.6354,158900.0,<1H OCEAN +-118.16,34.01,40.0,1552.0,,1919.0,427.0,2.2596,137500.0,<1H OCEAN +-118.16,34.02,44.0,1218.0,374.0,1175.0,342.0,1.9688,173900.0,<1H OCEAN +-118.14,34.02,44.0,1715.0,460.0,1740.0,423.0,2.7019,153300.0,<1H OCEAN +-118.14,34.02,40.0,1912.0,502.0,2077.0,500.0,2.6,180600.0,<1H OCEAN +-118.13,34.02,36.0,984.0,275.0,1024.0,284.0,2.125,153500.0,<1H OCEAN +-118.14,34.01,42.0,1007.0,277.0,1060.0,268.0,3.0179,153700.0,<1H OCEAN +-118.14,34.02,42.0,1384.0,458.0,1825.0,455.0,1.4178,145500.0,<1H OCEAN +-118.14,34.01,46.0,1746.0,447.0,1296.0,392.0,2.3929,156800.0,<1H OCEAN +-118.14,34.01,42.0,1973.0,510.0,1841.0,502.0,2.5326,156500.0,<1H OCEAN +-118.13,34.01,45.0,1179.0,268.0,736.0,252.0,2.7083,161800.0,<1H OCEAN +-118.13,34.01,40.0,2412.0,629.0,2119.0,600.0,2.075,151100.0,<1H OCEAN +-118.13,34.01,43.0,782.0,207.0,827.0,223.0,3.1538,154300.0,<1H OCEAN +-118.11,34.01,41.0,815.0,252.0,775.0,231.0,2.2847,190000.0,<1H OCEAN +-118.12,34.0,31.0,3281.0,768.0,2385.0,733.0,2.7308,173800.0,<1H OCEAN +-118.12,34.01,40.0,1417.0,338.0,1068.0,331.0,2.4259,164600.0,<1H OCEAN +-118.12,34.01,33.0,1956.0,478.0,1472.0,464.0,1.9867,166300.0,<1H OCEAN +-118.1,34.0,32.0,2122.0,591.0,1929.0,539.0,2.7311,169300.0,<1H OCEAN +-118.11,34.0,24.0,2403.0,590.0,2103.0,547.0,2.7292,193800.0,<1H OCEAN +-118.11,34.0,38.0,2573.0,484.0,1568.0,459.0,3.0208,193700.0,<1H OCEAN +-118.11,34.0,33.0,2886.0,726.0,2650.0,728.0,2.625,178700.0,<1H OCEAN +-118.11,34.01,22.0,1141.0,332.0,1189.0,321.0,2.2042,162500.0,<1H OCEAN +-118.12,33.99,27.0,2316.0,559.0,2012.0,544.0,2.8155,176800.0,<1H OCEAN +-118.12,33.99,26.0,2296.0,534.0,1777.0,507.0,2.5395,191000.0,<1H OCEAN +-118.12,33.98,44.0,932.0,179.0,717.0,180.0,3.6875,178100.0,<1H OCEAN +-118.12,33.99,24.0,1705.0,479.0,2037.0,459.0,2.4219,137500.0,<1H OCEAN +-118.14,34.01,36.0,702.0,210.0,834.0,216.0,2.25,162500.0,<1H OCEAN +-118.15,33.98,17.0,3361.0,925.0,3264.0,914.0,2.2813,145600.0,<1H OCEAN +-118.15,34.0,32.0,3218.0,739.0,2368.0,730.0,3.1406,175300.0,<1H OCEAN +-118.16,34.0,37.0,1341.0,336.0,1233.0,306.0,3.6583,150500.0,<1H OCEAN +-118.17,34.01,30.0,1228.0,358.0,1603.0,323.0,3.0225,130800.0,<1H OCEAN +-118.16,34.01,36.0,931.0,246.0,732.0,235.0,1.7679,142800.0,<1H OCEAN +-118.17,34.01,36.0,1657.0,425.0,1689.0,418.0,2.7799,149300.0,<1H OCEAN +-118.18,34.01,39.0,322.0,82.0,319.0,90.0,2.6364,148800.0,<1H OCEAN +-118.21,33.99,39.0,47.0,16.0,51.0,23.0,3.2188,112500.0,<1H OCEAN +-118.23,34.0,35.0,167.0,60.0,267.0,55.0,1.5227,350000.0,<1H OCEAN +-118.23,33.99,37.0,378.0,176.0,714.0,156.0,2.1912,112500.0,<1H OCEAN +-118.22,33.99,24.0,1402.0,482.0,1976.0,466.0,2.6964,163200.0,<1H OCEAN +-118.22,33.99,6.0,1499.0,437.0,1754.0,447.0,4.3164,143200.0,<1H OCEAN +-118.22,33.99,4.0,1849.0,577.0,1529.0,418.0,2.7708,186300.0,<1H OCEAN +-118.22,33.98,34.0,2283.0,809.0,3032.0,832.0,2.4387,175000.0,<1H OCEAN +-118.22,33.98,27.0,1095.0,340.0,1300.0,318.0,2.6548,123200.0,<1H OCEAN +-118.22,33.98,15.0,1011.0,274.0,899.0,219.0,2.7045,190600.0,<1H OCEAN +-118.23,33.98,25.0,986.0,310.0,1439.0,251.0,2.39,183300.0,<1H OCEAN +-118.23,33.99,5.0,706.0,203.0,839.0,199.0,4.5208,165000.0,<1H OCEAN +-118.23,33.98,30.0,2562.0,959.0,3909.0,955.0,1.9929,150600.0,<1H OCEAN +-118.24,33.99,28.0,312.0,89.0,498.0,87.0,2.4107,96400.0,<1H OCEAN +-118.24,33.98,30.0,861.0,250.0,1062.0,231.0,1.75,115400.0,<1H OCEAN +-118.24,33.99,33.0,885.0,294.0,1270.0,282.0,2.1615,118800.0,<1H OCEAN +-118.25,33.99,41.0,2215.0,544.0,2054.0,480.0,1.5272,100300.0,<1H OCEAN +-118.25,33.99,41.0,1486.0,509.0,2312.0,541.0,1.3963,92900.0,<1H OCEAN +-118.25,33.98,47.0,617.0,162.0,754.0,144.0,2.2969,116700.0,<1H OCEAN +-118.25,33.98,44.0,1087.0,335.0,1441.0,310.0,1.6667,112500.0,<1H OCEAN +-118.25,33.98,40.0,1867.0,633.0,2223.0,609.0,1.7207,105100.0,<1H OCEAN +-118.25,33.98,37.0,1045.0,361.0,1666.0,337.0,1.7929,97200.0,<1H OCEAN +-118.25,33.98,39.0,1553.0,461.0,2271.0,437.0,1.7378,121900.0,<1H OCEAN +-118.25,33.98,37.0,1503.0,392.0,1886.0,401.0,2.5637,125000.0,<1H OCEAN +-118.24,33.98,37.0,1196.0,364.0,1622.0,327.0,2.125,108900.0,<1H OCEAN +-118.24,33.98,45.0,972.0,249.0,1288.0,261.0,2.2054,125000.0,<1H OCEAN +-118.24,33.98,45.0,173.0,42.0,230.0,57.0,3.0724,110700.0,<1H OCEAN +-118.22,33.98,30.0,1971.0,645.0,2650.0,605.0,2.0357,169900.0,<1H OCEAN +-118.22,33.98,42.0,626.0,143.0,625.0,156.0,3.125,166300.0,<1H OCEAN +-118.22,33.98,32.0,2643.0,737.0,2784.0,711.0,2.5352,184400.0,<1H OCEAN +-118.22,33.98,36.0,1514.0,453.0,1496.0,448.0,2.1044,148200.0,<1H OCEAN +-118.22,33.98,18.0,1781.0,765.0,1913.0,702.0,1.2059,255000.0,<1H OCEAN +-118.22,33.98,34.0,2225.0,753.0,2980.0,736.0,1.6685,128800.0,<1H OCEAN +-118.23,33.98,35.0,1366.0,496.0,2160.0,497.0,2.2059,150000.0,<1H OCEAN +-118.2,33.98,38.0,867.0,243.0,950.0,235.0,1.8929,163100.0,<1H OCEAN +-118.21,33.97,35.0,1863.0,537.0,2274.0,510.0,2.1005,171300.0,<1H OCEAN +-118.21,33.98,39.0,1315.0,306.0,1257.0,298.0,3.2788,169000.0,<1H OCEAN +-118.21,33.98,37.0,788.0,215.0,883.0,221.0,2.6818,164600.0,<1H OCEAN +-118.21,33.98,35.0,1705.0,562.0,2212.0,539.0,2.325,161500.0,<1H OCEAN +-118.2,33.99,35.0,1705.0,523.0,2252.0,508.0,2.3421,154200.0,<1H OCEAN +-118.2,33.99,33.0,1134.0,375.0,1615.0,354.0,2.1468,141700.0,<1H OCEAN +-118.19,33.99,38.0,1212.0,272.0,1129.0,263.0,2.6673,142300.0,<1H OCEAN +-118.19,33.99,40.0,1547.0,434.0,1930.0,427.0,3.3869,157300.0,<1H OCEAN +-118.19,33.98,40.0,973.0,272.0,1257.0,258.0,2.8214,158000.0,<1H OCEAN +-118.19,33.99,42.0,1429.0,436.0,1537.0,389.0,3.0114,157500.0,<1H OCEAN +-118.19,33.99,37.0,2073.0,614.0,2544.0,598.0,2.9054,156300.0,<1H OCEAN +-118.2,33.99,35.0,1608.0,465.0,2140.0,488.0,3.1979,154700.0,<1H OCEAN +-118.2,33.99,30.0,1474.0,459.0,1844.0,464.0,2.551,160000.0,<1H OCEAN +-118.19,33.99,35.0,1172.0,436.0,1741.0,408.0,2.4596,154700.0,<1H OCEAN +-118.19,33.98,34.0,1022.0,286.0,1058.0,275.0,2.6042,156700.0,<1H OCEAN +-118.19,33.99,36.0,1273.0,379.0,1398.0,353.0,2.4516,147800.0,<1H OCEAN +-118.2,33.99,31.0,1186.0,387.0,2087.0,409.0,1.9132,154600.0,<1H OCEAN +-118.2,33.98,43.0,1091.0,320.0,1418.0,316.0,2.1522,159400.0,<1H OCEAN +-118.19,33.98,33.0,151.0,83.0,380.0,83.0,1.4224,189600.0,<1H OCEAN +-118.19,33.97,30.0,1790.0,556.0,1827.0,520.0,1.7562,181300.0,<1H OCEAN +-118.19,33.97,34.0,2700.0,763.0,2815.0,767.0,2.4196,178400.0,<1H OCEAN +-118.19,33.98,36.0,4179.0,,4582.0,1196.0,2.0087,172100.0,<1H OCEAN +-118.2,33.98,32.0,1403.0,399.0,1506.0,375.0,2.0,172700.0,<1H OCEAN +-118.2,33.98,30.0,2369.0,753.0,3259.0,770.0,2.1964,158500.0,<1H OCEAN +-118.2,33.97,30.0,1911.0,562.0,2055.0,534.0,2.3917,154600.0,<1H OCEAN +-118.18,33.99,36.0,988.0,337.0,1508.0,351.0,2.4375,154800.0,<1H OCEAN +-118.18,33.99,38.0,1010.0,315.0,1157.0,301.0,1.6341,161800.0,<1H OCEAN +-118.17,33.98,27.0,1871.0,556.0,2542.0,581.0,2.8427,164400.0,<1H OCEAN +-118.18,33.98,24.0,1880.0,642.0,2646.0,605.0,2.1836,162000.0,<1H OCEAN +-118.18,33.98,30.0,1735.0,573.0,2237.0,545.0,2.3444,156100.0,<1H OCEAN +-118.18,33.99,35.0,1230.0,407.0,1512.0,364.0,2.152,170800.0,<1H OCEAN +-118.17,33.98,41.0,428.0,111.0,585.0,139.0,3.1786,132100.0,<1H OCEAN +-118.17,33.97,31.0,3388.0,1059.0,3558.0,957.0,2.4049,159000.0,<1H OCEAN +-118.17,33.97,33.0,2410.0,641.0,2106.0,593.0,2.2422,168200.0,<1H OCEAN +-118.17,33.98,36.0,627.0,177.0,834.0,175.0,2.9844,163600.0,<1H OCEAN +-118.17,33.98,41.0,756.0,,873.0,212.0,2.7321,156000.0,<1H OCEAN +-118.18,33.98,36.0,903.0,266.0,1068.0,251.0,3.0398,165400.0,<1H OCEAN +-118.18,33.97,30.0,2887.0,866.0,2806.0,830.0,2.2122,169400.0,<1H OCEAN +-118.18,33.97,34.0,3214.0,899.0,3086.0,808.0,2.0057,189400.0,<1H OCEAN +-118.18,33.98,40.0,1698.0,431.0,1280.0,405.0,2.625,206300.0,<1H OCEAN +-118.18,33.98,38.0,1477.0,374.0,1514.0,408.0,2.5703,178600.0,<1H OCEAN +-118.15,33.98,37.0,1184.0,290.0,1320.0,276.0,2.3,165600.0,<1H OCEAN +-118.15,33.97,32.0,1174.0,373.0,1758.0,361.0,2.4263,158100.0,<1H OCEAN +-118.15,33.97,33.0,1903.0,469.0,1882.0,435.0,2.4071,170500.0,<1H OCEAN +-118.16,33.97,23.0,1516.0,457.0,1977.0,435.0,2.3068,157800.0,<1H OCEAN +-118.16,33.97,30.0,2419.0,715.0,3208.0,719.0,2.1743,176000.0,<1H OCEAN +-118.14,33.97,29.0,1846.0,530.0,2576.0,528.0,2.63,156000.0,<1H OCEAN +-118.14,33.97,31.0,1161.0,267.0,1175.0,282.0,3.0114,177000.0,<1H OCEAN +-118.14,33.96,38.0,590.0,139.0,620.0,132.0,2.1731,143800.0,<1H OCEAN +-118.15,33.97,32.0,927.0,250.0,970.0,248.0,2.1591,181500.0,<1H OCEAN +-118.14,33.97,31.0,2064.0,612.0,2461.0,573.0,2.0524,160800.0,<1H OCEAN +-118.14,33.97,36.0,1407.0,385.0,1763.0,350.0,2.6364,150000.0,<1H OCEAN +-118.16,33.98,33.0,1196.0,313.0,1448.0,320.0,2.9375,162500.0,<1H OCEAN +-118.16,33.97,39.0,1444.0,447.0,1890.0,416.0,2.1181,176600.0,<1H OCEAN +-118.16,33.97,32.0,1347.0,434.0,1756.0,438.0,1.9464,190600.0,<1H OCEAN +-118.16,33.97,31.0,1363.0,428.0,1897.0,364.0,2.3929,191100.0,<1H OCEAN +-118.16,33.97,13.0,221.0,63.0,286.0,64.0,1.9063,175000.0,<1H OCEAN +-118.17,33.98,31.0,1236.0,329.0,1486.0,337.0,3.0938,155400.0,<1H OCEAN +-118.15,33.96,33.0,1201.0,340.0,1482.0,334.0,2.4821,150000.0,<1H OCEAN +-118.15,33.96,33.0,1471.0,451.0,2272.0,482.0,2.5385,160900.0,<1H OCEAN +-118.17,33.96,25.0,2249.0,681.0,2621.0,628.0,2.3,164200.0,<1H OCEAN +-118.16,33.96,24.0,1635.0,507.0,2480.0,481.0,2.4432,187500.0,<1H OCEAN +-118.17,33.96,25.0,3297.0,1066.0,5027.0,1041.0,2.2817,164200.0,<1H OCEAN +-118.17,33.96,29.0,2913.0,787.0,3803.0,740.0,2.5556,146500.0,<1H OCEAN +-118.18,33.96,20.0,427.0,118.0,402.0,105.0,1.4167,137500.0,<1H OCEAN +-118.19,33.96,28.0,3507.0,969.0,3740.0,970.0,2.0162,142000.0,<1H OCEAN +-118.18,33.97,26.0,6895.0,1877.0,8551.0,1808.0,2.3175,154500.0,<1H OCEAN +-118.19,33.97,27.0,2911.0,972.0,3559.0,945.0,1.9485,146300.0,<1H OCEAN +-118.2,33.97,28.0,2474.0,702.0,2830.0,694.0,2.754,166200.0,<1H OCEAN +-118.2,33.97,43.0,825.0,212.0,820.0,184.0,1.8897,174300.0,<1H OCEAN +-118.2,33.96,44.0,3114.0,779.0,2959.0,776.0,3.1875,171700.0,<1H OCEAN +-118.21,33.96,38.0,2090.0,519.0,1871.0,504.0,2.4688,169000.0,<1H OCEAN +-118.21,33.97,49.0,1409.0,313.0,1268.0,317.0,3.9408,170600.0,<1H OCEAN +-118.21,33.97,43.0,1751.0,400.0,1558.0,379.0,3.0313,166100.0,<1H OCEAN +-118.21,33.97,52.0,4220.0,908.0,3731.0,892.0,3.1901,167600.0,<1H OCEAN +-118.22,33.97,43.0,381.0,67.0,259.0,60.0,3.0313,166100.0,<1H OCEAN +-118.22,33.97,47.0,1147.0,297.0,1097.0,307.0,2.6384,162900.0,<1H OCEAN +-118.23,33.97,44.0,2748.0,715.0,2962.0,703.0,2.6951,169300.0,<1H OCEAN +-118.23,33.96,44.0,3186.0,876.0,3913.0,842.0,3.0143,148200.0,<1H OCEAN +-118.22,33.97,47.0,1688.0,386.0,1663.0,381.0,4.0609,171300.0,<1H OCEAN +-118.22,33.97,47.0,1058.0,295.0,1097.0,274.0,2.881,183300.0,<1H OCEAN +-118.23,33.97,47.0,932.0,295.0,1226.0,264.0,1.6065,111400.0,<1H OCEAN +-118.24,33.97,38.0,1657.0,467.0,2033.0,443.0,2.1429,118500.0,<1H OCEAN +-118.24,33.97,43.0,1357.0,349.0,1657.0,331.0,2.0819,111800.0,<1H OCEAN +-118.24,33.97,41.0,1182.0,346.0,1644.0,346.0,2.1473,115100.0,<1H OCEAN +-118.24,33.97,37.0,1053.0,263.0,1354.0,292.0,2.5833,112500.0,<1H OCEAN +-118.25,33.97,32.0,879.0,257.0,1057.0,230.0,1.6776,114800.0,<1H OCEAN +-118.25,33.97,36.0,1026.0,294.0,1316.0,268.0,1.7708,102600.0,<1H OCEAN +-118.25,33.97,39.0,1346.0,380.0,1520.0,356.0,1.1635,108700.0,<1H OCEAN +-118.25,33.97,43.0,1735.0,535.0,2288.0,524.0,1.9119,98800.0,<1H OCEAN +-118.24,33.97,37.0,1212.0,314.0,1403.0,279.0,2.5536,117200.0,<1H OCEAN +-118.24,33.96,30.0,859.0,221.0,912.0,191.0,1.9041,105100.0,<1H OCEAN +-118.25,33.97,37.0,794.0,210.0,814.0,213.0,2.2917,112000.0,<1H OCEAN +-118.25,33.96,43.0,1876.0,454.0,1571.0,458.0,2.0323,112500.0,<1H OCEAN +-118.25,33.97,38.0,1231.0,346.0,1217.0,354.0,1.8661,106600.0,<1H OCEAN +-118.24,33.96,34.0,1724.0,432.0,1876.0,416.0,2.1078,100600.0,<1H OCEAN +-118.25,33.96,48.0,1052.0,234.0,793.0,216.0,1.6585,92900.0,<1H OCEAN +-118.25,33.96,42.0,1326.0,295.0,918.0,258.0,2.3864,98800.0,<1H OCEAN +-118.25,33.96,43.0,2015.0,419.0,1543.0,399.0,1.8672,98100.0,<1H OCEAN +-118.25,33.95,48.0,1766.0,424.0,1655.0,420.0,0.9751,95500.0,<1H OCEAN +-118.25,33.95,41.0,1576.0,339.0,1252.0,302.0,1.9798,98100.0,<1H OCEAN +-118.23,33.96,39.0,405.0,163.0,686.0,164.0,1.695,94800.0,<1H OCEAN +-118.23,33.96,36.0,1062.0,270.0,1136.0,273.0,1.6597,109100.0,<1H OCEAN +-118.24,33.96,44.0,1338.0,366.0,1765.0,388.0,1.7778,109900.0,<1H OCEAN +-118.24,33.96,39.0,643.0,186.0,821.0,191.0,2.5729,97300.0,<1H OCEAN +-118.24,33.96,34.0,946.0,254.0,1101.0,239.0,1.7396,105900.0,<1H OCEAN +-118.24,33.96,37.0,1602.0,388.0,1553.0,342.0,2.0655,93400.0,<1H OCEAN +-118.23,33.95,42.0,705.0,173.0,739.0,140.0,0.9166,99000.0,<1H OCEAN +-118.23,33.95,27.0,504.0,142.0,789.0,167.0,0.9518,91400.0,<1H OCEAN +-118.21,33.96,39.0,2050.0,529.0,1959.0,485.0,2.1389,168900.0,<1H OCEAN +-118.21,33.96,39.0,2265.0,628.0,2323.0,599.0,2.1522,155300.0,<1H OCEAN +-118.22,33.96,32.0,2232.0,603.0,2361.0,608.0,2.5966,170900.0,<1H OCEAN +-118.22,33.96,36.0,1542.0,458.0,1711.0,468.0,1.9028,164200.0,<1H OCEAN +-118.22,33.96,35.0,1437.0,474.0,2113.0,484.0,2.6179,158800.0,<1H OCEAN +-118.22,33.96,42.0,1380.0,331.0,1290.0,288.0,2.8,161800.0,<1H OCEAN +-118.21,33.95,38.0,1889.0,565.0,2087.0,559.0,1.7778,154000.0,<1H OCEAN +-118.22,33.95,36.0,1679.0,483.0,2249.0,487.0,2.8167,160400.0,<1H OCEAN +-118.22,33.95,42.0,3896.0,981.0,4496.0,993.0,3.153,150900.0,<1H OCEAN +-118.23,33.96,42.0,1977.0,570.0,2406.0,557.0,2.5913,151600.0,<1H OCEAN +-118.23,33.95,43.0,1683.0,520.0,2190.0,494.0,2.2391,152800.0,<1H OCEAN +-118.22,33.94,42.0,1046.0,287.0,1218.0,289.0,2.6538,143400.0,<1H OCEAN +-118.22,33.94,42.0,1115.0,297.0,1412.0,325.0,3.0903,153500.0,<1H OCEAN +-118.22,33.94,38.0,788.0,224.0,1155.0,208.0,3.3542,153800.0,<1H OCEAN +-118.22,33.94,41.0,928.0,249.0,1108.0,236.0,3.4323,144600.0,<1H OCEAN +-118.2,33.96,44.0,2144.0,477.0,1760.0,452.0,2.3221,161600.0,<1H OCEAN +-118.2,33.96,43.0,1233.0,306.0,1190.0,282.0,2.8371,161300.0,<1H OCEAN +-118.2,33.96,41.0,1512.0,400.0,1690.0,367.0,3.055,167000.0,<1H OCEAN +-118.2,33.96,37.0,2127.0,533.0,2021.0,480.0,2.9773,164600.0,<1H OCEAN +-118.21,33.96,43.0,1686.0,446.0,1590.0,474.0,2.3241,159300.0,<1H OCEAN +-118.21,33.96,48.0,284.0,104.0,422.0,119.0,1.2826,145500.0,<1H OCEAN +-118.21,33.95,43.0,1500.0,419.0,1726.0,440.0,1.8641,165100.0,<1H OCEAN +-118.2,33.95,35.0,1924.0,520.0,2101.0,541.0,2.4267,151500.0,<1H OCEAN +-118.2,33.95,41.0,679.0,184.0,788.0,185.0,2.1406,165300.0,<1H OCEAN +-118.21,33.95,32.0,1116.0,328.0,1265.0,302.0,2.295,155200.0,<1H OCEAN +-118.21,33.95,35.0,2134.0,650.0,2248.0,587.0,2.2988,153400.0,<1H OCEAN +-118.21,33.95,35.0,2129.0,614.0,2376.0,618.0,2.0372,160800.0,<1H OCEAN +-118.2,33.94,42.0,618.0,163.0,680.0,179.0,3.3472,154200.0,<1H OCEAN +-118.2,33.94,45.0,1818.0,408.0,1705.0,373.0,4.0441,157500.0,<1H OCEAN +-118.21,33.94,40.0,2227.0,594.0,2244.0,580.0,2.4459,143800.0,<1H OCEAN +-118.21,33.94,41.0,1807.0,442.0,1628.0,443.0,2.84,156100.0,<1H OCEAN +-118.19,33.95,44.0,1436.0,271.0,850.0,269.0,3.2768,179100.0,<1H OCEAN +-118.19,33.94,45.0,1871.0,371.0,1315.0,382.0,3.3661,160800.0,<1H OCEAN +-118.19,33.94,45.0,1403.0,315.0,1111.0,311.0,3.3846,168100.0,<1H OCEAN +-118.19,33.95,41.0,1368.0,309.0,1244.0,312.0,3.0833,164800.0,<1H OCEAN +-118.19,33.95,42.0,1651.0,463.0,1559.0,436.0,2.3882,148100.0,<1H OCEAN +-118.2,33.94,44.0,1413.0,298.0,1200.0,307.0,3.5125,169300.0,<1H OCEAN +-118.2,33.94,45.0,1570.0,328.0,1321.0,300.0,3.7361,171800.0,<1H OCEAN +-118.2,33.94,43.0,1934.0,511.0,1895.0,493.0,2.5029,159700.0,<1H OCEAN +-118.19,33.96,40.0,979.0,296.0,934.0,292.0,2.6354,151800.0,<1H OCEAN +-118.19,33.95,42.0,2309.0,685.0,2609.0,673.0,2.7206,162100.0,<1H OCEAN +-118.16,33.94,32.0,2210.0,456.0,1270.0,484.0,4.7708,178600.0,<1H OCEAN +-118.16,33.93,35.0,757.0,151.0,474.0,132.0,3.7361,179800.0,<1H OCEAN +-118.18,33.94,44.0,1337.0,245.0,968.0,240.0,3.4688,183600.0,<1H OCEAN +-118.18,33.95,39.0,2121.0,579.0,1991.0,528.0,2.9094,152200.0,<1H OCEAN +-118.18,33.95,42.0,2608.0,610.0,2062.0,616.0,3.5341,167500.0,<1H OCEAN +-118.18,33.94,43.0,2724.0,612.0,2340.0,570.0,2.7,165000.0,<1H OCEAN +-118.17,33.94,17.0,1145.0,209.0,499.0,202.0,4.6389,165500.0,<1H OCEAN +-118.17,33.95,23.0,1991.0,584.0,1380.0,535.0,1.9107,181900.0,<1H OCEAN +-118.17,33.92,36.0,2447.0,503.0,1532.0,498.0,4.3667,171800.0,<1H OCEAN +-118.17,33.92,43.0,2099.0,398.0,1276.0,387.0,3.1528,166800.0,<1H OCEAN +-118.16,33.92,44.0,1368.0,277.0,899.0,271.0,3.5938,161300.0,<1H OCEAN +-118.16,33.91,41.0,1806.0,408.0,1146.0,374.0,2.9643,162200.0,<1H OCEAN +-118.17,33.91,39.0,1157.0,273.0,877.0,305.0,3.1087,171000.0,<1H OCEAN +-118.18,33.92,32.0,2035.0,519.0,2282.0,480.0,3.2734,136400.0,<1H OCEAN +-118.18,33.92,29.0,749.0,185.0,708.0,196.0,2.4583,136900.0,<1H OCEAN +-118.19,33.92,36.0,1356.0,314.0,1469.0,300.0,2.0785,139800.0,<1H OCEAN +-118.18,33.93,31.0,1516.0,400.0,1820.0,398.0,2.1641,122900.0,<1H OCEAN +-118.18,33.93,35.0,952.0,271.0,949.0,261.0,2.4297,147200.0,<1H OCEAN +-118.19,33.93,40.0,1334.0,276.0,1226.0,278.0,3.4712,144300.0,<1H OCEAN +-118.19,33.93,42.0,1829.0,391.0,1614.0,377.0,3.1912,146400.0,<1H OCEAN +-118.2,33.93,40.0,1929.0,417.0,1780.0,419.0,3.4402,149400.0,<1H OCEAN +-118.19,33.93,44.0,1613.0,345.0,1227.0,342.0,3.1667,145700.0,<1H OCEAN +-118.19,33.92,43.0,2339.0,487.0,1732.0,449.0,3.0987,139400.0,<1H OCEAN +-118.2,33.92,42.0,1411.0,314.0,1432.0,322.0,3.0871,138800.0,<1H OCEAN +-118.2,33.93,38.0,1626.0,307.0,1280.0,295.0,3.5313,146500.0,<1H OCEAN +-118.21,33.94,34.0,892.0,318.0,1443.0,341.0,2.1903,162500.0,<1H OCEAN +-118.21,33.94,34.0,710.0,205.0,1134.0,233.0,2.7734,141100.0,<1H OCEAN +-118.21,33.93,30.0,2831.0,862.0,3649.0,883.0,1.9668,152100.0,<1H OCEAN +-118.2,33.93,36.0,2210.0,634.0,2341.0,553.0,2.1715,131100.0,<1H OCEAN +-118.21,33.93,33.0,2739.0,801.0,3423.0,741.0,2.2847,132700.0,<1H OCEAN +-118.2,33.93,41.0,857.0,201.0,934.0,227.0,2.6339,145700.0,<1H OCEAN +-118.2,33.93,36.0,1191.0,345.0,1193.0,295.0,2.5185,138800.0,<1H OCEAN +-118.21,33.93,36.0,1337.0,382.0,1769.0,393.0,2.6953,121000.0,<1H OCEAN +-118.21,33.93,39.0,354.0,73.0,184.0,58.0,2.7679,108900.0,<1H OCEAN +-118.22,33.93,39.0,1921.0,483.0,2286.0,470.0,3.0167,130000.0,<1H OCEAN +-118.22,33.94,40.0,930.0,258.0,1203.0,244.0,2.5938,115400.0,<1H OCEAN +-118.23,33.93,23.0,545.0,131.0,610.0,126.0,1.4861,95100.0,<1H OCEAN +-118.23,33.93,30.0,1147.0,260.0,1219.0,210.0,2.0658,93200.0,<1H OCEAN +-118.22,33.93,30.0,443.0,170.0,903.0,189.0,2.1964,125000.0,<1H OCEAN +-118.21,33.93,41.0,619.0,138.0,636.0,145.0,2.5083,118100.0,<1H OCEAN +-118.21,33.92,37.0,1705.0,403.0,1839.0,410.0,2.5833,132700.0,<1H OCEAN +-118.21,33.92,35.0,1669.0,445.0,1870.0,412.0,3.0417,117300.0,<1H OCEAN +-118.21,33.92,28.0,2949.0,1003.0,4551.0,930.0,1.9026,131900.0,<1H OCEAN +-118.22,33.92,43.0,1195.0,256.0,1251.0,262.0,3.4539,125000.0,<1H OCEAN +-118.23,33.93,37.0,239.0,49.0,308.0,52.0,1.4028,105400.0,<1H OCEAN +-118.23,33.93,35.0,1149.0,277.0,909.0,214.0,1.7411,96700.0,<1H OCEAN +-118.23,33.92,32.0,2698.0,640.0,1953.0,613.0,1.2222,107200.0,<1H OCEAN +-118.24,33.93,19.0,325.0,74.0,354.0,87.0,2.75,90600.0,<1H OCEAN +-118.24,33.92,42.0,328.0,100.0,605.0,87.0,2.4464,97400.0,<1H OCEAN +-118.24,33.92,44.0,1079.0,210.0,601.0,182.0,2.2411,106400.0,<1H OCEAN +-118.25,33.93,38.0,180.0,43.0,246.0,56.0,2.85,90000.0,<1H OCEAN +-118.25,33.93,27.0,581.0,135.0,647.0,131.0,3.2917,83100.0,<1H OCEAN +-118.25,33.93,42.0,763.0,191.0,754.0,174.0,2.0486,101800.0,<1H OCEAN +-118.25,33.92,46.0,723.0,154.0,411.0,165.0,2.0893,96500.0,<1H OCEAN +-118.25,33.92,44.0,1737.0,363.0,1184.0,343.0,2.5363,95900.0,<1H OCEAN +-118.25,33.92,44.0,1137.0,235.0,747.0,225.0,2.0,92600.0,<1H OCEAN +-118.26,33.92,42.0,3320.0,682.0,2105.0,632.0,1.9809,104600.0,<1H OCEAN +-118.26,33.91,44.0,892.0,139.0,440.0,159.0,2.8859,120800.0,<1H OCEAN +-118.27,33.92,34.0,1178.0,260.0,1166.0,244.0,1.9185,93300.0,<1H OCEAN +-118.27,33.92,35.0,1818.0,374.0,1444.0,372.0,2.745,106800.0,<1H OCEAN +-118.28,33.92,39.0,1472.0,302.0,1036.0,318.0,3.0,110000.0,<1H OCEAN +-118.28,33.92,37.0,742.0,151.0,729.0,144.0,3.055,105400.0,<1H OCEAN +-118.27,33.91,42.0,1786.0,358.0,1318.0,373.0,2.625,101100.0,<1H OCEAN +-118.27,33.91,37.0,3018.0,547.0,1720.0,512.0,2.7269,124100.0,<1H OCEAN +-118.27,33.91,32.0,2238.0,471.0,1292.0,467.0,1.1705,110600.0,<1H OCEAN +-118.27,33.89,32.0,1969.0,397.0,1349.0,370.0,4.4659,138100.0,<1H OCEAN +-118.27,33.87,21.0,6108.0,1130.0,3244.0,1113.0,4.2768,181400.0,<1H OCEAN +-118.25,33.9,42.0,1386.0,320.0,1163.0,319.0,2.4271,89500.0,<1H OCEAN +-118.26,33.9,38.0,1566.0,318.0,981.0,318.0,4.0234,111900.0,<1H OCEAN +-118.26,33.9,22.0,894.0,232.0,754.0,222.0,2.0096,110700.0,<1H OCEAN +-118.25,33.92,36.0,949.0,164.0,502.0,163.0,4.1042,124400.0,<1H OCEAN +-118.25,33.91,36.0,1950.0,365.0,1125.0,374.0,3.1111,119300.0,<1H OCEAN +-118.25,33.9,36.0,1135.0,231.0,614.0,227.0,2.5521,113100.0,<1H OCEAN +-118.25,33.91,35.0,1479.0,272.0,963.0,292.0,3.4917,109500.0,<1H OCEAN +-118.26,33.91,39.0,935.0,210.0,711.0,193.0,2.4375,101900.0,<1H OCEAN +-118.26,33.91,33.0,954.0,241.0,655.0,218.0,2.5882,92800.0,<1H OCEAN +-118.26,33.91,39.0,967.0,256.0,903.0,256.0,1.9038,93100.0,<1H OCEAN +-118.24,33.91,40.0,972.0,240.0,761.0,225.0,1.4688,88200.0,<1H OCEAN +-118.24,33.91,38.0,745.0,152.0,721.0,160.0,1.875,102900.0,<1H OCEAN +-118.24,33.91,36.0,1446.0,316.0,1286.0,314.0,2.7083,103600.0,<1H OCEAN +-118.24,33.91,37.0,1607.0,377.0,1526.0,375.0,1.7158,94300.0,<1H OCEAN +-118.24,33.92,40.0,1772.0,369.0,1122.0,324.0,3.2768,96100.0,<1H OCEAN +-118.23,33.92,32.0,1735.0,430.0,1699.0,386.0,1.1793,103800.0,<1H OCEAN +-118.23,33.91,34.0,661.0,146.0,742.0,143.0,2.1734,88200.0,<1H OCEAN +-118.23,33.91,33.0,677.0,182.0,984.0,174.0,2.5893,88900.0,<1H OCEAN +-118.23,33.91,34.0,789.0,200.0,1041.0,191.0,3.119,90300.0,<1H OCEAN +-118.23,33.91,27.0,1694.0,393.0,1890.0,373.0,3.0341,89100.0,<1H OCEAN +-118.22,33.92,32.0,1263.0,333.0,1789.0,346.0,1.9957,89300.0,<1H OCEAN +-118.22,33.91,31.0,571.0,153.0,841.0,158.0,2.6154,89200.0,<1H OCEAN +-118.23,33.91,34.0,1060.0,276.0,1215.0,250.0,2.0804,84700.0,<1H OCEAN +-118.23,33.92,24.0,1555.0,406.0,1665.0,361.0,1.6437,98800.0,<1H OCEAN +-118.22,33.92,23.0,926.0,409.0,1856.0,408.0,2.1366,100000.0,<1H OCEAN +-118.21,33.91,24.0,1545.0,391.0,1807.0,388.0,2.6429,105300.0,<1H OCEAN +-118.21,33.91,26.0,2422.0,632.0,2601.0,583.0,1.7824,110200.0,<1H OCEAN +-118.22,33.9,38.0,796.0,159.0,679.0,167.0,3.6607,110400.0,<1H OCEAN +-118.22,33.91,28.0,1847.0,500.0,2263.0,473.0,1.5161,103200.0,<1H OCEAN +-118.2,33.9,26.0,1000.0,275.0,1178.0,263.0,2.12,105000.0,<1H OCEAN +-118.21,33.9,35.0,2420.0,579.0,2010.0,540.0,2.0817,104600.0,<1H OCEAN +-118.21,33.9,41.0,941.0,233.0,973.0,253.0,1.9583,102300.0,<1H OCEAN +-118.22,33.9,35.0,1649.0,424.0,1786.0,388.0,1.4091,105600.0,<1H OCEAN +-118.22,33.9,30.0,1007.0,260.0,1112.0,238.0,1.7262,115600.0,<1H OCEAN +-118.2,33.92,36.0,414.0,104.0,477.0,130.0,3.6719,130400.0,<1H OCEAN +-118.2,33.92,45.0,1283.0,,1025.0,248.0,3.2798,141200.0,<1H OCEAN +-118.2,33.92,39.0,1050.0,217.0,895.0,207.0,3.1538,155600.0,<1H OCEAN +-118.21,33.91,37.0,1073.0,265.0,1197.0,250.0,2.7109,133000.0,<1H OCEAN +-118.21,33.92,41.0,1722.0,363.0,1432.0,326.0,3.2976,151200.0,<1H OCEAN +-118.21,33.92,36.0,602.0,150.0,645.0,145.0,3.1964,115400.0,<1H OCEAN +-118.18,33.91,41.0,1260.0,299.0,1535.0,322.0,3.0134,128100.0,<1H OCEAN +-118.18,33.91,36.0,1138.0,238.0,878.0,224.0,2.0625,134400.0,<1H OCEAN +-118.19,33.91,43.0,1531.0,357.0,1509.0,376.0,2.6354,128100.0,<1H OCEAN +-118.19,33.91,33.0,915.0,225.0,826.0,212.0,2.7708,117400.0,<1H OCEAN +-118.19,33.92,35.0,915.0,241.0,1153.0,252.0,3.305,115800.0,<1H OCEAN +-118.19,33.91,35.0,2695.0,748.0,2935.0,706.0,2.0134,132400.0,<1H OCEAN +-118.2,33.91,43.0,1381.0,278.0,1494.0,298.0,3.5878,118400.0,<1H OCEAN +-118.2,33.9,33.0,1435.0,322.0,1298.0,299.0,2.7813,105100.0,<1H OCEAN +-118.2,33.91,36.0,2283.0,499.0,1836.0,462.0,2.8793,118100.0,<1H OCEAN +-118.19,33.9,36.0,1073.0,271.0,1385.0,288.0,2.3214,104800.0,<1H OCEAN +-118.19,33.9,32.0,2762.0,652.0,2677.0,632.0,2.5719,105600.0,<1H OCEAN +-118.19,33.9,36.0,2326.0,543.0,2073.0,494.0,1.9952,112900.0,<1H OCEAN +-118.19,33.89,31.0,886.0,224.0,1154.0,247.0,2.1071,99500.0,<1H OCEAN +-118.19,33.89,32.0,1696.0,438.0,1639.0,376.0,2.0357,107300.0,<1H OCEAN +-118.2,33.89,37.0,2394.0,568.0,2499.0,551.0,2.5321,105100.0,<1H OCEAN +-118.2,33.9,34.0,1552.0,444.0,2093.0,413.0,2.2125,103200.0,<1H OCEAN +-118.19,33.89,38.0,4018.0,986.0,3702.0,927.0,2.9293,113600.0,<1H OCEAN +-118.2,33.89,40.0,2538.0,564.0,2170.0,541.0,2.7212,107900.0,<1H OCEAN +-118.21,33.89,42.0,1254.0,225.0,929.0,235.0,4.3646,116200.0,<1H OCEAN +-118.21,33.89,39.0,1565.0,364.0,1389.0,360.0,2.7443,113900.0,<1H OCEAN +-118.21,33.89,42.0,1739.0,370.0,1104.0,297.0,2.2125,120700.0,<1H OCEAN +-118.21,33.9,43.0,1810.0,357.0,1335.0,358.0,3.1189,118800.0,<1H OCEAN +-118.21,33.89,45.0,1211.0,234.0,1128.0,261.0,3.4792,110700.0,<1H OCEAN +-118.21,33.88,38.0,929.0,166.0,686.0,183.0,3.4485,119400.0,<1H OCEAN +-118.21,33.88,29.0,1976.0,444.0,1254.0,371.0,2.1782,126800.0,<1H OCEAN +-118.22,33.89,26.0,266.0,75.0,252.0,59.0,2.1211,138100.0,<1H OCEAN +-118.22,33.89,41.0,990.0,228.0,776.0,207.0,2.125,120200.0,<1H OCEAN +-118.22,33.89,37.0,797.0,190.0,485.0,166.0,2.7434,95200.0,<1H OCEAN +-118.22,33.89,36.0,873.0,240.0,1086.0,217.0,2.25,126600.0,<1H OCEAN +-118.23,33.89,16.0,5003.0,1180.0,4145.0,1159.0,2.1389,133400.0,<1H OCEAN +-118.24,33.89,34.0,1479.0,332.0,1166.0,322.0,2.6165,100900.0,<1H OCEAN +-118.22,33.91,27.0,500.0,159.0,732.0,162.0,2.7426,103100.0,<1H OCEAN +-118.22,33.9,22.0,312.0,107.0,583.0,119.0,1.9423,98400.0,<1H OCEAN +-118.22,33.9,40.0,1802.0,496.0,2096.0,468.0,2.3542,97900.0,<1H OCEAN +-118.23,33.9,31.0,2143.0,522.0,2276.0,519.0,1.8095,100800.0,<1H OCEAN +-118.23,33.9,34.0,2462.0,553.0,2334.0,502.0,1.641,96800.0,<1H OCEAN +-118.23,33.9,28.0,1108.0,284.0,1498.0,289.0,2.4706,88800.0,<1H OCEAN +-118.23,33.9,45.0,1285.0,238.0,840.0,211.0,3.4107,112500.0,<1H OCEAN +-118.24,33.9,38.0,2055.0,442.0,1518.0,425.0,2.3382,103000.0,<1H OCEAN +-118.24,33.9,35.0,1079.0,247.0,1055.0,243.0,2.375,93600.0,<1H OCEAN +-118.24,33.9,39.0,642.0,129.0,475.0,123.0,1.2083,92600.0,<1H OCEAN +-118.25,33.9,37.0,2119.0,442.0,1372.0,406.0,1.9605,106200.0,<1H OCEAN +-118.24,33.9,40.0,1308.0,272.0,901.0,257.0,2.8269,98000.0,<1H OCEAN +-118.25,33.9,38.0,1201.0,223.0,733.0,206.0,3.3804,105800.0,<1H OCEAN +-118.25,33.89,35.0,1582.0,391.0,1957.0,404.0,2.4537,91500.0,<1H OCEAN +-118.24,33.89,32.0,1132.0,266.0,1211.0,279.0,2.1838,98300.0,<1H OCEAN +-118.25,33.89,41.0,1476.0,286.0,1086.0,278.0,2.4632,111700.0,<1H OCEAN +-118.25,33.89,36.0,406.0,71.0,268.0,77.0,3.9,115800.0,<1H OCEAN +-118.25,33.89,34.0,1367.0,288.0,1183.0,286.0,2.6812,104100.0,<1H OCEAN +-118.26,33.89,36.0,2230.0,417.0,1395.0,381.0,2.8493,109600.0,<1H OCEAN +-118.26,33.89,36.0,923.0,165.0,603.0,191.0,3.5687,120700.0,<1H OCEAN +-118.24,33.88,37.0,1843.0,366.0,1207.0,351.0,2.4821,111000.0,<1H OCEAN +-118.25,33.88,37.0,1027.0,217.0,1042.0,254.0,2.2121,98600.0,<1H OCEAN +-118.25,33.89,37.0,1042.0,213.0,699.0,196.0,2.9643,103200.0,<1H OCEAN +-118.25,33.89,36.0,1527.0,309.0,1154.0,279.0,3.3095,105500.0,<1H OCEAN +-118.26,33.88,39.0,1756.0,320.0,1055.0,322.0,3.2375,105200.0,<1H OCEAN +-118.26,33.88,40.0,519.0,102.0,330.0,95.0,3.0972,108500.0,<1H OCEAN +-118.26,33.88,36.0,1212.0,222.0,775.0,224.0,5.5591,136500.0,<1H OCEAN +-118.22,33.88,37.0,1149.0,280.0,1016.0,250.0,2.125,101900.0,<1H OCEAN +-118.22,33.88,35.0,998.0,313.0,1335.0,311.0,1.6574,102500.0,<1H OCEAN +-118.23,33.89,35.0,1255.0,344.0,1782.0,343.0,2.1949,95100.0,<1H OCEAN +-118.23,33.88,35.0,842.0,201.0,763.0,189.0,2.6719,109800.0,<1H OCEAN +-118.23,33.88,41.0,1941.0,367.0,1204.0,323.0,3.0417,113700.0,<1H OCEAN +-118.23,33.89,36.0,2598.0,514.0,1872.0,514.0,3.1667,117700.0,<1H OCEAN +-118.22,33.86,16.0,8732.0,1489.0,3944.0,1493.0,5.1948,203500.0,<1H OCEAN +-118.24,33.85,25.0,9594.0,1489.0,5237.0,1496.0,5.9684,193300.0,<1H OCEAN +-118.23,33.84,25.0,1106.0,207.0,888.0,216.0,5.3307,207000.0,<1H OCEAN +-118.24,33.83,22.0,7368.0,1367.0,4721.0,1342.0,4.8438,213100.0,<1H OCEAN +-118.25,33.84,19.0,1731.0,420.0,1032.0,364.0,3.8125,208100.0,<1H OCEAN +-118.25,33.87,18.0,6812.0,1263.0,3704.0,1216.0,4.25,169200.0,<1H OCEAN +-118.25,33.86,26.0,3022.0,476.0,1852.0,452.0,6.0531,186400.0,<1H OCEAN +-118.26,33.85,25.0,2324.0,326.0,1087.0,328.0,5.293,207000.0,<1H OCEAN +-118.26,33.85,24.0,9071.0,1335.0,4558.0,1327.0,5.542,197500.0,<1H OCEAN +-118.27,33.86,33.0,1685.0,333.0,1484.0,318.0,4.3527,167000.0,<1H OCEAN +-118.27,33.86,29.0,2587.0,489.0,2115.0,475.0,3.7466,168600.0,<1H OCEAN +-118.27,33.86,26.0,1097.0,167.0,701.0,188.0,6.5799,196600.0,<1H OCEAN +-118.28,33.85,27.0,489.0,98.0,403.0,97.0,5.144,180800.0,<1H OCEAN +-118.28,33.84,27.0,2326.0,533.0,1697.0,546.0,3.8633,187900.0,<1H OCEAN +-118.28,33.83,18.0,5923.0,1409.0,3887.0,1322.0,3.4712,194400.0,<1H OCEAN +-118.29,33.84,11.0,2274.0,617.0,1897.0,622.0,3.5094,162900.0,<1H OCEAN +-118.29,33.84,33.0,896.0,208.0,843.0,200.0,3.5,183000.0,<1H OCEAN +-118.29,33.84,34.0,2617.0,558.0,1396.0,515.0,5.061,218000.0,<1H OCEAN +-118.29,33.84,23.0,3626.0,799.0,2321.0,731.0,4.7393,237900.0,<1H OCEAN +-118.29,33.83,24.0,4092.0,893.0,2819.0,893.0,4.1378,216500.0,<1H OCEAN +-118.28,33.82,26.0,4586.0,1042.0,3680.0,1027.0,4.174,205100.0,<1H OCEAN +-118.29,33.82,21.0,4383.0,901.0,2689.0,913.0,3.4375,218800.0,<1H OCEAN +-118.29,33.81,19.0,7023.0,1538.0,3993.0,1412.0,5.0532,218200.0,<1H OCEAN +-118.29,33.8,21.0,9944.0,1623.0,4185.0,1582.0,4.526,329400.0,<1H OCEAN +-118.28,33.82,30.0,3615.0,760.0,2813.0,752.0,5.3849,217700.0,<1H OCEAN +-118.28,33.81,29.0,2755.0,508.0,2046.0,488.0,5.2034,212400.0,<1H OCEAN +-118.27,33.82,36.0,1593.0,334.0,1427.0,320.0,4.4015,166900.0,<1H OCEAN +-118.27,33.82,33.0,1596.0,337.0,1650.0,329.0,4.3687,173500.0,<1H OCEAN +-118.27,33.82,37.0,943.0,218.0,803.0,216.0,5.2287,191100.0,<1H OCEAN +-118.27,33.81,10.0,1881.0,571.0,1769.0,553.0,3.9286,114000.0,<1H OCEAN +-118.27,33.81,42.0,865.0,208.0,811.0,218.0,3.8621,165300.0,<1H OCEAN +-118.27,33.81,38.0,1607.0,337.0,1130.0,334.0,4.4821,190700.0,<1H OCEAN +-118.27,33.82,39.0,1357.0,249.0,763.0,229.0,4.25,200300.0,<1H OCEAN +-118.27,33.8,28.0,4698.0,902.0,3287.0,881.0,4.8508,215900.0,<1H OCEAN +-118.27,33.84,24.0,6303.0,1277.0,3728.0,1252.0,3.9227,208600.0,<1H OCEAN +-118.28,33.83,28.0,880.0,168.0,717.0,142.0,4.5469,175700.0,<1H OCEAN +-118.27,33.83,28.0,2152.0,415.0,1623.0,429.0,4.35,200500.0,<1H OCEAN +-118.27,33.83,34.0,1124.0,245.0,717.0,242.0,3.1667,186900.0,<1H OCEAN +-118.26,33.83,24.0,3059.0,,2064.0,629.0,3.5518,184600.0,<1H OCEAN +-118.27,33.82,28.0,1642.0,434.0,1575.0,420.0,4.1292,201900.0,<1H OCEAN +-118.26,33.82,28.0,5091.0,1074.0,4753.0,1033.0,3.6477,117400.0,<1H OCEAN +-118.26,33.83,28.0,4112.0,861.0,3211.0,841.0,4.4539,192200.0,<1H OCEAN +-118.21,33.84,28.0,822.0,205.0,627.0,192.0,3.4583,166300.0,<1H OCEAN +-118.22,33.84,35.0,1131.0,273.0,1007.0,269.0,4.0219,168300.0,<1H OCEAN +-118.22,33.84,38.0,1928.0,429.0,1358.0,399.0,4.0687,160300.0,<1H OCEAN +-118.22,33.83,42.0,1370.0,299.0,1018.0,328.0,4.4474,160200.0,<1H OCEAN +-118.22,33.83,44.0,1792.0,404.0,1115.0,358.0,3.9091,174400.0,<1H OCEAN +-118.22,33.83,43.0,1426.0,272.0,871.0,276.0,3.7083,175200.0,<1H OCEAN +-118.21,33.83,38.0,793.0,193.0,601.0,187.0,2.8837,176100.0,NEAR OCEAN +-118.07,33.93,5.0,906.0,187.0,1453.0,158.0,4.125,171900.0,<1H OCEAN +-118.08,33.93,39.0,859.0,164.0,673.0,172.0,3.7143,158200.0,<1H OCEAN +-118.08,33.93,39.0,1478.0,324.0,1127.0,320.0,3.525,158000.0,<1H OCEAN +-118.08,33.92,38.0,1335.0,,1011.0,269.0,3.6908,157500.0,<1H OCEAN +-118.08,33.92,39.0,1631.0,322.0,1034.0,328.0,4.5382,165700.0,<1H OCEAN +-118.07,33.92,36.0,1560.0,320.0,1348.0,314.0,3.622,174000.0,<1H OCEAN +-118.08,33.92,34.0,2118.0,437.0,1414.0,442.0,3.7238,166800.0,<1H OCEAN +-118.08,33.93,33.0,2263.0,511.0,1626.0,457.0,3.5556,172800.0,<1H OCEAN +-118.08,33.93,34.0,1558.0,375.0,1179.0,337.0,3.2188,165100.0,<1H OCEAN +-118.09,33.92,36.0,2381.0,419.0,1669.0,444.0,4.6976,171100.0,<1H OCEAN +-118.09,33.92,36.0,847.0,185.0,713.0,194.0,4.8542,167400.0,<1H OCEAN +-118.09,33.92,36.0,1226.0,211.0,711.0,219.0,4.5699,170800.0,<1H OCEAN +-118.09,33.92,33.0,879.0,181.0,547.0,169.0,5.3146,168600.0,<1H OCEAN +-118.09,33.92,31.0,1983.0,419.0,1157.0,390.0,3.5455,168300.0,<1H OCEAN +-118.09,33.93,37.0,1950.0,356.0,1183.0,338.0,4.1449,175300.0,<1H OCEAN +-118.1,33.92,35.0,2017.0,383.0,1388.0,386.0,4.0774,171600.0,<1H OCEAN +-118.1,33.93,36.0,1124.0,217.0,707.0,234.0,4.375,174500.0,<1H OCEAN +-118.1,33.93,33.0,1474.0,325.0,1205.0,335.0,3.1397,166800.0,<1H OCEAN +-118.11,33.92,32.0,1016.0,190.0,729.0,177.0,4.3,151300.0,<1H OCEAN +-118.11,33.92,34.0,1414.0,263.0,983.0,264.0,4.1767,156600.0,<1H OCEAN +-118.1,33.94,33.0,639.0,129.0,460.0,118.0,3.1607,189000.0,<1H OCEAN +-118.1,33.93,35.0,1622.0,302.0,845.0,284.0,4.5769,186100.0,<1H OCEAN +-118.1,33.95,34.0,3635.0,781.0,2171.0,720.0,3.7308,196900.0,<1H OCEAN +-118.1,33.95,27.0,1666.0,365.0,995.0,354.0,4.5694,204300.0,<1H OCEAN +-118.11,33.95,36.0,2049.0,334.0,1105.0,363.0,4.8036,261300.0,<1H OCEAN +-118.1,33.94,34.0,1947.0,284.0,841.0,277.0,6.1814,453600.0,<1H OCEAN +-118.11,33.95,34.0,2319.0,334.0,941.0,356.0,6.4319,452300.0,<1H OCEAN +-118.11,33.95,34.0,1723.0,279.0,617.0,252.0,6.7501,400000.0,<1H OCEAN +-118.12,33.97,33.0,3099.0,839.0,2025.0,750.0,3.183,191100.0,<1H OCEAN +-118.12,33.96,38.0,1301.0,264.0,877.0,275.0,4.625,191300.0,<1H OCEAN +-118.11,33.96,29.0,2784.0,582.0,1278.0,550.0,4.3882,261600.0,<1H OCEAN +-118.12,33.95,35.0,1604.0,280.0,802.0,280.0,5.752,291000.0,<1H OCEAN +-118.12,33.96,34.0,2863.0,451.0,1243.0,466.0,6.0723,297200.0,<1H OCEAN +-118.12,33.96,38.0,2105.0,348.0,956.0,350.0,4.4125,246000.0,<1H OCEAN +-118.12,33.96,36.0,1426.0,235.0,698.0,240.0,4.8523,267300.0,<1H OCEAN +-118.12,33.97,35.0,708.0,145.0,471.0,153.0,3.2,197400.0,<1H OCEAN +-118.13,33.97,36.0,1759.0,295.0,837.0,267.0,4.6992,251900.0,<1H OCEAN +-118.13,33.96,36.0,1933.0,341.0,958.0,335.0,4.4732,266000.0,<1H OCEAN +-118.13,33.96,38.0,1040.0,202.0,557.0,228.0,4.0,254700.0,<1H OCEAN +-118.14,33.96,34.0,2744.0,541.0,1333.0,503.0,4.0536,277200.0,<1H OCEAN +-118.13,33.96,35.0,1500.0,250.0,706.0,250.0,4.5625,253500.0,<1H OCEAN +-118.13,33.97,34.0,1736.0,297.0,823.0,292.0,5.4042,241600.0,<1H OCEAN +-118.13,33.95,37.0,1709.0,333.0,778.0,344.0,3.9036,326600.0,<1H OCEAN +-118.14,33.95,44.0,1812.0,338.0,822.0,314.0,6.7744,294100.0,<1H OCEAN +-118.14,33.95,42.0,1413.0,228.0,630.0,219.0,6.8564,300000.0,<1H OCEAN +-118.14,33.95,37.0,1462.0,243.0,600.0,236.0,5.2015,302000.0,<1H OCEAN +-118.14,33.95,36.0,1942.0,355.0,891.0,348.0,3.6635,282100.0,<1H OCEAN +-118.15,33.96,33.0,2418.0,485.0,1397.0,477.0,3.1083,285500.0,<1H OCEAN +-118.15,33.95,31.0,1053.0,230.0,686.0,211.0,4.0,263200.0,<1H OCEAN +-118.12,33.95,36.0,2752.0,459.0,1211.0,452.0,5.0526,269800.0,<1H OCEAN +-118.12,33.94,35.0,1813.0,313.0,825.0,316.0,5.2485,323800.0,<1H OCEAN +-118.12,33.94,33.0,2394.0,576.0,1166.0,548.0,2.7317,264700.0,<1H OCEAN +-118.13,33.94,34.0,522.0,138.0,373.0,139.0,3.5481,265000.0,<1H OCEAN +-118.13,33.95,24.0,6662.0,1852.0,3792.0,1735.0,3.1104,230000.0,<1H OCEAN +-118.11,33.93,35.0,2670.0,493.0,1196.0,488.0,3.8427,283500.0,<1H OCEAN +-118.11,33.94,37.0,1434.0,262.0,786.0,256.0,4.4375,244900.0,<1H OCEAN +-118.11,33.94,32.0,2098.0,378.0,1036.0,385.0,5.0258,255400.0,<1H OCEAN +-118.12,33.94,31.0,2210.0,519.0,1047.0,472.0,3.3292,271300.0,<1H OCEAN +-118.12,33.94,33.0,2206.0,393.0,973.0,364.0,4.675,283000.0,<1H OCEAN +-118.11,33.94,36.0,1949.0,319.0,909.0,325.0,5.1587,296600.0,<1H OCEAN +-118.11,33.93,17.0,1205.0,347.0,736.0,342.0,3.2011,162500.0,<1H OCEAN +-118.12,33.92,27.0,6336.0,1628.0,4673.0,1505.0,2.5893,183700.0,<1H OCEAN +-118.12,33.93,27.0,580.0,143.0,466.0,133.0,3.0909,187500.0,<1H OCEAN +-118.13,33.92,28.0,3069.0,864.0,1932.0,835.0,2.4925,177200.0,<1H OCEAN +-118.13,33.93,38.0,2040.0,458.0,1775.0,445.0,3.5227,202400.0,<1H OCEAN +-118.13,33.92,36.0,984.0,183.0,615.0,206.0,4.1786,201500.0,<1H OCEAN +-118.14,33.92,31.0,3731.0,853.0,2313.0,801.0,3.2237,218200.0,<1H OCEAN +-118.14,33.93,31.0,3205.0,727.0,1647.0,664.0,3.3681,223900.0,<1H OCEAN +-118.14,33.93,32.0,2065.0,438.0,1075.0,442.0,4.4279,226400.0,<1H OCEAN +-118.15,33.93,30.0,3096.0,628.0,1676.0,587.0,4.6583,207300.0,<1H OCEAN +-118.13,33.93,34.0,2122.0,517.0,1578.0,488.0,3.1496,191900.0,<1H OCEAN +-118.13,33.93,19.0,1793.0,447.0,1222.0,452.0,2.6862,195800.0,<1H OCEAN +-118.14,33.94,31.0,2841.0,774.0,1612.0,708.0,2.9205,196600.0,<1H OCEAN +-118.14,33.94,35.0,2987.0,601.0,1561.0,606.0,4.0039,226500.0,<1H OCEAN +-118.15,33.94,36.0,1948.0,341.0,992.0,363.0,4.2594,242400.0,<1H OCEAN +-118.15,33.94,37.0,1594.0,321.0,1003.0,323.0,3.3289,199700.0,<1H OCEAN +-118.15,33.95,35.0,2753.0,702.0,1592.0,614.0,2.7875,209000.0,<1H OCEAN +-118.16,33.94,25.0,3341.0,789.0,1685.0,751.0,3.6936,238300.0,<1H OCEAN +-118.15,33.93,25.0,1948.0,433.0,1128.0,429.0,3.7614,255900.0,<1H OCEAN +-118.16,33.94,25.0,5675.0,1224.0,3317.0,1119.0,3.9352,232900.0,<1H OCEAN +-118.15,33.93,42.0,1839.0,346.0,1034.0,339.0,4.9808,212300.0,<1H OCEAN +-118.15,33.93,34.0,1745.0,404.0,1084.0,410.0,3.3411,220500.0,<1H OCEAN +-118.16,33.92,36.0,2062.0,351.0,1134.0,358.0,4.4881,218900.0,<1H OCEAN +-118.14,33.92,35.0,2378.0,559.0,1799.0,546.0,3.9327,190500.0,<1H OCEAN +-118.15,33.92,36.0,1890.0,400.0,1232.0,386.0,4.375,184200.0,<1H OCEAN +-118.15,33.92,40.0,1335.0,281.0,804.0,282.0,4.3194,198400.0,<1H OCEAN +-118.15,33.92,28.0,1038.0,252.0,912.0,245.0,2.5875,161200.0,<1H OCEAN +-118.15,33.92,30.0,915.0,234.0,646.0,211.0,2.5208,182800.0,<1H OCEAN +-118.11,33.91,19.0,3056.0,759.0,1561.0,740.0,3.1369,196900.0,<1H OCEAN +-118.12,33.91,34.0,682.0,132.0,491.0,144.0,4.6389,173800.0,<1H OCEAN +-118.12,33.91,35.0,620.0,122.0,381.0,124.0,3.7917,183900.0,<1H OCEAN +-118.12,33.91,35.0,1518.0,279.0,857.0,251.0,3.6917,197500.0,<1H OCEAN +-118.13,33.91,35.0,561.0,104.0,261.0,105.0,4.9375,183800.0,<1H OCEAN +-118.13,33.91,34.0,916.0,162.0,552.0,164.0,4.9107,222000.0,<1H OCEAN +-118.14,33.91,36.0,1096.0,204.0,569.0,201.0,4.475,182300.0,<1H OCEAN +-118.14,33.91,34.0,2011.0,472.0,1087.0,423.0,3.0465,187800.0,<1H OCEAN +-118.1,33.91,40.0,513.0,100.0,399.0,99.0,4.875,167600.0,<1H OCEAN +-118.1,33.91,36.0,1080.0,201.0,719.0,201.0,4.2679,175800.0,<1H OCEAN +-118.1,33.91,36.0,726.0,,490.0,130.0,3.6389,167600.0,<1H OCEAN +-118.1,33.9,35.0,1151.0,248.0,809.0,246.0,4.7813,160000.0,<1H OCEAN +-118.11,33.91,29.0,889.0,166.0,597.0,163.0,4.9609,186700.0,<1H OCEAN +-118.11,33.91,22.0,1981.0,472.0,1231.0,457.0,4.0878,153700.0,<1H OCEAN +-118.1,33.91,29.0,505.0,113.0,411.0,113.0,2.6397,164400.0,<1H OCEAN +-118.09,33.91,14.0,2369.0,604.0,1546.0,464.0,3.7969,159400.0,<1H OCEAN +-118.09,33.91,34.0,1582.0,343.0,1356.0,324.0,3.4211,141100.0,<1H OCEAN +-118.09,33.91,36.0,1442.0,271.0,990.0,268.0,4.0517,162200.0,<1H OCEAN +-118.09,33.92,35.0,1994.0,419.0,1491.0,428.0,3.7383,166200.0,<1H OCEAN +-118.1,33.91,35.0,1592.0,335.0,1238.0,320.0,4.9732,165000.0,<1H OCEAN +-118.08,33.91,36.0,1551.0,297.0,1100.0,322.0,5.1187,168100.0,<1H OCEAN +-118.08,33.91,30.0,1366.0,460.0,920.0,410.0,0.9946,159900.0,<1H OCEAN +-118.09,33.9,36.0,1215.0,279.0,862.0,285.0,3.7604,158700.0,<1H OCEAN +-118.09,33.9,37.0,1112.0,222.0,771.0,224.0,4.2132,164600.0,<1H OCEAN +-118.1,33.91,35.0,1653.0,325.0,1072.0,301.0,3.2708,159700.0,<1H OCEAN +-118.08,33.91,30.0,3259.0,942.0,2744.0,895.0,2.8608,165600.0,<1H OCEAN +-118.07,33.91,29.0,2387.0,570.0,1978.0,548.0,3.1957,159200.0,<1H OCEAN +-118.08,33.91,18.0,1573.0,396.0,1200.0,365.0,2.895,146900.0,<1H OCEAN +-118.06,33.91,24.0,4880.0,1044.0,4516.0,1050.0,4.1387,157700.0,<1H OCEAN +-118.06,33.91,21.0,2863.0,701.0,1489.0,621.0,3.2031,180700.0,<1H OCEAN +-118.06,33.91,36.0,1360.0,271.0,909.0,275.0,4.6731,173300.0,<1H OCEAN +-118.07,33.91,35.0,2228.0,463.0,1558.0,427.0,4.023,157700.0,<1H OCEAN +-118.05,33.9,41.0,550.0,129.0,642.0,125.0,1.875,119900.0,<1H OCEAN +-118.05,33.9,36.0,1047.0,227.0,975.0,239.0,3.1897,155000.0,<1H OCEAN +-118.06,33.9,37.0,1161.0,254.0,882.0,236.0,4.4167,158000.0,<1H OCEAN +-118.06,33.89,26.0,2483.0,412.0,1538.0,449.0,5.1104,220500.0,<1H OCEAN +-118.07,33.89,29.0,1138.0,217.0,964.0,222.0,4.537,185300.0,<1H OCEAN +-118.07,33.89,17.0,2223.0,544.0,2008.0,512.0,3.0777,160800.0,<1H OCEAN +-118.07,33.89,35.0,1145.0,274.0,1651.0,265.0,3.125,120300.0,<1H OCEAN +-118.08,33.89,28.0,1035.0,275.0,1545.0,269.0,3.0357,123400.0,<1H OCEAN +-118.08,33.89,35.0,1071.0,290.0,1412.0,274.0,3.1917,114900.0,<1H OCEAN +-118.08,33.89,37.0,1152.0,259.0,981.0,225.0,3.2857,153600.0,<1H OCEAN +-118.07,33.9,39.0,2502.0,546.0,1849.0,518.0,3.8846,164100.0,<1H OCEAN +-118.07,33.9,42.0,1007.0,224.0,776.0,228.0,3.8672,162700.0,<1H OCEAN +-118.07,33.9,45.0,1776.0,353.0,1180.0,337.0,4.6406,169200.0,<1H OCEAN +-118.08,33.9,44.0,1167.0,237.0,733.0,237.0,4.2083,168300.0,<1H OCEAN +-118.08,33.9,42.0,1768.0,372.0,1155.0,368.0,3.558,161100.0,<1H OCEAN +-118.09,33.9,37.0,1147.0,258.0,742.0,242.0,4.0461,153500.0,<1H OCEAN +-118.09,33.9,33.0,3326.0,720.0,2533.0,689.0,3.1441,176300.0,<1H OCEAN +-118.1,33.9,43.0,1237.0,243.0,776.0,246.0,4.325,166000.0,<1H OCEAN +-118.1,33.9,40.0,1880.0,377.0,1229.0,378.0,4.4167,174600.0,<1H OCEAN +-118.08,33.89,41.0,834.0,166.0,603.0,179.0,3.7321,167500.0,<1H OCEAN +-118.09,33.89,42.0,1150.0,215.0,708.0,204.0,3.6875,171500.0,<1H OCEAN +-118.09,33.89,42.0,991.0,,717.0,219.0,4.0926,164400.0,<1H OCEAN +-118.09,33.89,27.0,3399.0,882.0,2465.0,811.0,3.099,166600.0,<1H OCEAN +-118.1,33.89,34.0,2242.0,436.0,1483.0,443.0,4.4934,185600.0,<1H OCEAN +-118.1,33.9,37.0,1061.0,202.0,768.0,206.0,4.75,161900.0,<1H OCEAN +-118.1,33.9,37.0,796.0,175.0,740.0,183.0,3.6,156400.0,<1H OCEAN +-118.1,33.89,36.0,769.0,142.0,498.0,137.0,4.7159,182100.0,<1H OCEAN +-118.1,33.89,35.0,994.0,203.0,602.0,185.0,3.5865,178000.0,<1H OCEAN +-118.11,33.9,35.0,2604.0,495.0,1465.0,470.0,4.4896,184600.0,<1H OCEAN +-118.11,33.9,26.0,4173.0,893.0,2471.0,863.0,3.5052,196000.0,<1H OCEAN +-118.11,33.89,35.0,1139.0,197.0,772.0,233.0,4.375,204700.0,<1H OCEAN +-118.11,33.88,35.0,1623.0,304.0,868.0,272.0,3.5893,276000.0,<1H OCEAN +-118.11,33.89,34.0,2508.0,594.0,1549.0,545.0,3.2069,236500.0,<1H OCEAN +-118.11,33.9,35.0,1323.0,269.0,1084.0,240.0,5.0753,178000.0,<1H OCEAN +-118.11,33.9,36.0,1347.0,278.0,748.0,278.0,5.1423,183100.0,<1H OCEAN +-118.11,33.91,36.0,1088.0,231.0,617.0,211.0,3.8824,193100.0,<1H OCEAN +-118.12,33.91,36.0,1432.0,265.0,749.0,261.0,3.5772,207400.0,<1H OCEAN +-118.12,33.91,36.0,2053.0,386.0,1023.0,394.0,3.0,216600.0,<1H OCEAN +-118.13,33.9,38.0,1475.0,269.0,827.0,265.0,4.7663,191600.0,<1H OCEAN +-118.13,33.91,36.0,1967.0,316.0,910.0,306.0,4.4948,190600.0,<1H OCEAN +-118.14,33.91,37.0,932.0,171.0,578.0,175.0,4.375,177600.0,<1H OCEAN +-118.14,33.9,26.0,2145.0,471.0,1150.0,429.0,3.5972,225800.0,<1H OCEAN +-118.14,33.91,34.0,1766.0,410.0,974.0,404.0,3.0703,180800.0,<1H OCEAN +-118.14,33.91,32.0,1981.0,472.0,1371.0,431.0,3.1204,204200.0,<1H OCEAN +-118.15,33.91,35.0,1590.0,350.0,1299.0,335.0,4.0313,163200.0,<1H OCEAN +-118.15,33.91,38.0,901.0,205.0,760.0,208.0,2.9643,147400.0,<1H OCEAN +-118.15,33.9,20.0,2850.0,737.0,1855.0,662.0,2.809,144600.0,<1H OCEAN +-118.16,33.9,28.0,2410.0,616.0,2399.0,594.0,2.7339,156700.0,<1H OCEAN +-118.16,33.91,28.0,2922.0,739.0,3013.0,673.0,2.9531,127100.0,<1H OCEAN +-118.16,33.91,35.0,1403.0,338.0,1415.0,367.0,3.0967,144000.0,<1H OCEAN +-118.15,33.91,35.0,574.0,116.0,610.0,147.0,3.3182,133300.0,<1H OCEAN +-118.15,33.91,25.0,2053.0,578.0,1721.0,507.0,2.3456,146100.0,<1H OCEAN +-118.16,33.91,6.0,3445.0,847.0,2467.0,712.0,3.1507,144000.0,<1H OCEAN +-118.17,33.9,12.0,3653.0,993.0,3215.0,854.0,2.8681,114200.0,<1H OCEAN +-118.17,33.91,42.0,856.0,167.0,748.0,195.0,3.8,145800.0,<1H OCEAN +-118.17,33.91,37.0,1499.0,288.0,1237.0,344.0,3.9333,162300.0,<1H OCEAN +-118.18,33.9,25.0,1709.0,442.0,1177.0,410.0,2.4333,155000.0,<1H OCEAN +-118.18,33.9,32.0,1452.0,365.0,1888.0,366.0,3.5461,146400.0,<1H OCEAN +-118.18,33.9,32.0,778.0,227.0,933.0,209.0,2.7292,143800.0,<1H OCEAN +-118.18,33.9,31.0,2536.0,603.0,2625.0,576.0,3.0909,150900.0,<1H OCEAN +-118.18,33.9,34.0,1248.0,320.0,1960.0,338.0,3.1012,140400.0,<1H OCEAN +-118.16,33.89,38.0,483.0,113.0,389.0,108.0,2.1859,143800.0,<1H OCEAN +-118.16,33.89,6.0,1655.0,536.0,1201.0,487.0,1.7344,145800.0,<1H OCEAN +-118.17,33.89,52.0,63.0,12.0,47.0,8.0,7.2423,350000.0,<1H OCEAN +-118.17,33.89,11.0,3605.0,880.0,3637.0,873.0,2.6328,160700.0,<1H OCEAN +-118.18,33.89,25.0,5896.0,1464.0,4149.0,1362.0,2.6742,131900.0,<1H OCEAN +-118.15,33.89,30.0,4426.0,995.0,4196.0,921.0,3.274,148300.0,<1H OCEAN +-118.15,33.88,24.0,4232.0,1092.0,2688.0,1035.0,2.52,146000.0,<1H OCEAN +-118.15,33.89,33.0,2848.0,641.0,2319.0,647.0,3.407,190800.0,<1H OCEAN +-118.16,33.89,46.0,940.0,219.0,599.0,214.0,3.2813,190900.0,<1H OCEAN +-118.16,33.88,30.0,1694.0,398.0,1181.0,383.0,2.9779,169500.0,<1H OCEAN +-118.13,33.9,36.0,1814.0,350.0,886.0,347.0,3.4868,208400.0,<1H OCEAN +-118.13,33.89,33.0,3668.0,867.0,2368.0,845.0,2.8906,204900.0,<1H OCEAN +-118.14,33.89,33.0,2867.0,786.0,1774.0,705.0,2.9292,183400.0,<1H OCEAN +-118.13,33.89,36.0,599.0,125.0,361.0,139.0,5.0395,225800.0,<1H OCEAN +-118.13,33.9,36.0,1477.0,305.0,788.0,291.0,3.625,195800.0,<1H OCEAN +-118.14,33.9,39.0,1379.0,282.0,883.0,291.0,3.3375,180100.0,<1H OCEAN +-118.13,33.9,35.0,1458.0,261.0,686.0,236.0,3.9038,202700.0,<1H OCEAN +-118.12,33.9,35.0,3478.0,730.0,1885.0,673.0,2.9375,206500.0,<1H OCEAN +-118.12,33.89,22.0,6876.0,1960.0,5162.0,1879.0,2.9293,170800.0,<1H OCEAN +-118.12,33.89,29.0,2666.0,848.0,2030.0,781.0,2.5432,180900.0,<1H OCEAN +-118.12,33.9,38.0,1222.0,282.0,756.0,256.0,4.125,173900.0,<1H OCEAN +-118.12,33.88,25.0,1768.0,559.0,983.0,488.0,2.6184,243800.0,<1H OCEAN +-118.12,33.88,40.0,2344.0,571.0,1305.0,544.0,3.1923,191900.0,<1H OCEAN +-118.13,33.88,32.0,3088.0,1024.0,1981.0,956.0,2.2027,192700.0,<1H OCEAN +-118.13,33.89,29.0,2823.0,737.0,1723.0,678.0,2.7121,165500.0,<1H OCEAN +-118.14,33.89,37.0,1159.0,238.0,740.0,243.0,4.9107,179600.0,<1H OCEAN +-118.14,33.89,39.0,1744.0,339.0,1048.0,330.0,4.5735,195500.0,<1H OCEAN +-118.14,33.88,30.0,2596.0,580.0,1662.0,539.0,4.0507,179500.0,<1H OCEAN +-118.14,33.89,33.0,1250.0,276.0,866.0,268.0,4.1708,175000.0,<1H OCEAN +-118.14,33.88,41.0,1531.0,343.0,1119.0,341.0,4.3646,161400.0,<1H OCEAN +-118.14,33.88,24.0,3305.0,982.0,2085.0,881.0,2.6641,168200.0,<1H OCEAN +-118.15,33.87,29.0,2690.0,659.0,1747.0,617.0,3.3713,198200.0,<1H OCEAN +-118.11,33.88,19.0,3203.0,708.0,1761.0,667.0,4.0911,239700.0,<1H OCEAN +-118.11,33.87,33.0,1379.0,254.0,795.0,297.0,4.6713,231800.0,<1H OCEAN +-118.11,33.87,15.0,3254.0,598.0,1772.0,618.0,5.0417,240800.0,<1H OCEAN +-118.12,33.87,21.0,3764.0,1081.0,1919.0,977.0,2.5057,156300.0,<1H OCEAN +-118.12,33.88,36.0,1083.0,218.0,557.0,210.0,3.0795,218400.0,<1H OCEAN +-118.13,33.88,32.0,1788.0,459.0,1131.0,461.0,3.5278,166100.0,<1H OCEAN +-118.13,33.87,20.0,3638.0,868.0,2326.0,822.0,3.3304,194600.0,<1H OCEAN +-118.14,33.87,21.0,6618.0,1773.0,4396.0,1649.0,3.0989,171400.0,<1H OCEAN +-118.04,33.88,17.0,4807.0,838.0,3059.0,853.0,5.7619,297300.0,<1H OCEAN +-118.04,33.87,17.0,2358.0,396.0,1387.0,364.0,6.299,285800.0,<1H OCEAN +-118.06,33.88,17.0,7187.0,1073.0,3844.0,1068.0,6.5901,337400.0,<1H OCEAN +-118.05,33.87,18.0,4928.0,773.0,2952.0,754.0,5.8855,313800.0,<1H OCEAN +-118.07,33.88,16.0,4934.0,825.0,2668.0,810.0,5.748,284200.0,<1H OCEAN +-118.07,33.88,17.0,2407.0,539.0,1422.0,524.0,4.2619,139700.0,<1H OCEAN +-118.07,33.88,18.0,2436.0,375.0,1303.0,386.0,6.1968,344700.0,<1H OCEAN +-118.07,33.87,18.0,3405.0,556.0,1945.0,509.0,5.7652,299100.0,<1H OCEAN +-118.08,33.86,17.0,2259.0,383.0,1378.0,386.0,5.8733,287000.0,<1H OCEAN +-118.08,33.85,19.0,4261.0,678.0,2621.0,661.0,6.2427,288700.0,<1H OCEAN +-118.07,33.86,17.0,3666.0,562.0,2104.0,579.0,5.6818,338900.0,<1H OCEAN +-118.07,33.85,16.0,3771.0,606.0,2196.0,564.0,7.0113,319700.0,<1H OCEAN +-118.06,33.86,16.0,5603.0,938.0,3045.0,893.0,5.0778,293700.0,<1H OCEAN +-118.05,33.86,16.0,2851.0,626.0,1985.0,603.0,5.4089,265600.0,<1H OCEAN +-118.03,33.87,16.0,2306.0,393.0,1368.0,387.0,5.93,277600.0,<1H OCEAN +-118.04,33.87,18.0,4626.0,822.0,2794.0,763.0,5.6917,275100.0,<1H OCEAN +-118.04,33.86,21.0,2870.0,437.0,1671.0,470.0,7.2628,322700.0,<1H OCEAN +-118.05,33.86,16.0,2676.0,391.0,1377.0,395.0,6.5513,350400.0,<1H OCEAN +-118.06,33.85,16.0,4851.0,726.0,2527.0,704.0,6.0142,437400.0,<1H OCEAN +-118.1,33.88,18.0,8046.0,1221.0,4276.0,1228.0,6.5515,319600.0,<1H OCEAN +-118.1,33.86,21.0,3052.0,624.0,1588.0,568.0,4.3397,268100.0,<1H OCEAN +-118.09,33.85,19.0,8120.0,1371.0,5026.0,1345.0,6.3093,286500.0,<1H OCEAN +-118.1,33.85,19.0,993.0,174.0,572.0,175.0,5.7039,277600.0,<1H OCEAN +-118.08,33.88,27.0,3065.0,736.0,1840.0,719.0,3.6417,208100.0,<1H OCEAN +-118.09,33.88,27.0,3119.0,635.0,1887.0,567.0,3.8654,195300.0,<1H OCEAN +-118.07,33.89,32.0,1819.0,386.0,1679.0,360.0,3.5562,146000.0,<1H OCEAN +-118.08,33.89,33.0,2131.0,435.0,2045.0,426.0,4.0,145700.0,<1H OCEAN +-118.08,33.88,27.0,923.0,186.0,1014.0,204.0,3.825,159500.0,<1H OCEAN +-118.08,33.88,30.0,1901.0,519.0,2685.0,496.0,3.2639,120100.0,<1H OCEAN +-118.08,33.88,26.0,1507.0,270.0,931.0,275.0,5.1645,244900.0,<1H OCEAN +-118.08,33.87,23.0,2536.0,552.0,2012.0,556.0,4.1406,200800.0,<1H OCEAN +-118.07,33.87,28.0,2399.0,436.0,1613.0,429.0,3.6339,220100.0,<1H OCEAN +-118.09,33.87,31.0,3498.0,728.0,2098.0,697.0,3.9837,246000.0,<1H OCEAN +-118.07,33.86,31.0,2943.0,518.0,1703.0,472.0,3.7091,225900.0,<1H OCEAN +-118.07,33.86,28.0,1789.0,352.0,1347.0,330.0,3.425,189700.0,<1H OCEAN +-118.08,33.86,26.0,778.0,173.0,539.0,186.0,3.2679,236500.0,<1H OCEAN +-118.08,33.86,29.0,3260.0,783.0,1969.0,737.0,3.5268,215500.0,<1H OCEAN +-118.08,33.86,29.0,1018.0,235.0,684.0,248.0,3.3333,198800.0,<1H OCEAN +-118.08,33.84,31.0,2377.0,600.0,2042.0,593.0,3.625,170400.0,<1H OCEAN +-118.08,33.84,31.0,2906.0,578.0,1806.0,553.0,4.8448,194600.0,<1H OCEAN +-118.09,33.84,23.0,4412.0,910.0,2380.0,825.0,4.54,213100.0,<1H OCEAN +-118.09,33.84,27.0,1594.0,295.0,1061.0,320.0,4.7917,217700.0,<1H OCEAN +-118.08,33.85,22.0,1055.0,204.0,682.0,216.0,6.0,191300.0,<1H OCEAN +-118.08,33.84,28.0,4216.0,948.0,2997.0,896.0,3.7961,162700.0,<1H OCEAN +-118.08,33.84,25.0,3696.0,953.0,2827.0,860.0,3.3438,153300.0,<1H OCEAN +-118.06,33.84,26.0,6960.0,1454.0,4367.0,1437.0,4.7953,210900.0,<1H OCEAN +-118.06,33.84,20.0,5643.0,1231.0,3841.0,1195.0,4.0542,168400.0,<1H OCEAN +-118.07,33.82,27.0,3481.0,576.0,1660.0,560.0,5.7965,228200.0,<1H OCEAN +-118.08,33.82,26.0,4259.0,588.0,1644.0,581.0,6.2519,345700.0,<1H OCEAN +-118.08,33.83,30.0,2188.0,556.0,2727.0,525.0,2.7759,136800.0,<1H OCEAN +-118.08,33.82,30.0,2636.0,652.0,3412.0,649.0,2.8095,118300.0,<1H OCEAN +-118.07,33.83,17.0,4822.0,1168.0,3868.0,1117.0,2.5978,142900.0,<1H OCEAN +-118.11,33.86,33.0,2389.0,410.0,1229.0,393.0,5.3889,234900.0,<1H OCEAN +-118.11,33.86,35.0,1255.0,252.0,685.0,279.0,4.2,226900.0,<1H OCEAN +-118.12,33.86,44.0,2663.0,511.0,1277.0,462.0,4.3194,199500.0,<1H OCEAN +-118.12,33.87,43.0,1633.0,355.0,837.0,350.0,3.0405,188000.0,<1H OCEAN +-118.13,33.87,45.0,1606.0,300.0,735.0,295.0,4.6765,198400.0,<1H OCEAN +-118.13,33.86,45.0,1320.0,256.0,645.0,256.0,4.4,209500.0,<1H OCEAN +-118.13,33.86,45.0,1866.0,343.0,919.0,344.0,3.5833,200200.0,<1H OCEAN +-118.14,33.87,44.0,1661.0,315.0,985.0,319.0,4.3942,219500.0,<1H OCEAN +-118.14,33.86,43.0,2104.0,382.0,1071.0,396.0,5.0,208900.0,<1H OCEAN +-118.14,33.86,44.0,1436.0,257.0,745.0,233.0,4.625,213400.0,<1H OCEAN +-118.14,33.86,44.0,1276.0,234.0,538.0,213.0,4.8667,218300.0,<1H OCEAN +-118.14,33.87,44.0,1607.0,271.0,799.0,283.0,5.084,214100.0,<1H OCEAN +-118.15,33.86,36.0,1578.0,312.0,827.0,311.0,4.8942,194100.0,<1H OCEAN +-118.15,33.86,34.0,2403.0,413.0,1385.0,386.0,4.4934,213800.0,<1H OCEAN +-118.16,33.88,33.0,2180.0,522.0,1634.0,467.0,3.0114,167000.0,<1H OCEAN +-118.15,33.87,33.0,2373.0,552.0,1673.0,571.0,3.0685,181800.0,<1H OCEAN +-118.16,33.87,32.0,1854.0,471.0,1363.0,478.0,2.6406,156700.0,<1H OCEAN +-118.16,33.88,18.0,2287.0,662.0,1804.0,537.0,1.9903,170300.0,<1H OCEAN +-118.17,33.88,29.0,815.0,206.0,590.0,183.0,3.0052,166700.0,<1H OCEAN +-118.17,33.88,42.0,1645.0,371.0,1161.0,351.0,3.0893,162700.0,<1H OCEAN +-118.18,33.88,47.0,882.0,185.0,536.0,174.0,4.625,163000.0,<1H OCEAN +-118.18,33.88,44.0,1308.0,267.0,783.0,237.0,4.7361,167700.0,<1H OCEAN +-118.18,33.88,42.0,2326.0,503.0,1832.0,501.0,3.1713,161000.0,<1H OCEAN +-118.19,33.87,27.0,4701.0,1359.0,2571.0,1216.0,2.5417,184100.0,<1H OCEAN +-118.19,33.87,35.0,1769.0,436.0,1166.0,386.0,2.875,178300.0,<1H OCEAN +-118.19,33.86,42.0,1999.0,431.0,1060.0,399.0,3.7031,167100.0,<1H OCEAN +-118.19,33.86,46.0,1824.0,438.0,1200.0,451.0,3.4375,156700.0,<1H OCEAN +-118.19,33.86,38.0,2009.0,524.0,1449.0,451.0,2.7045,155400.0,<1H OCEAN +-118.19,33.86,35.0,1133.0,296.0,774.0,271.0,2.2381,137500.0,<1H OCEAN +-118.19,33.86,36.0,2013.0,546.0,1659.0,522.0,3.1215,153600.0,<1H OCEAN +-118.2,33.86,27.0,2732.0,867.0,1690.0,794.0,2.6465,160200.0,<1H OCEAN +-118.19,33.87,42.0,1213.0,269.0,628.0,229.0,3.6987,152100.0,<1H OCEAN +-118.2,33.88,40.0,1699.0,346.0,1188.0,329.0,4.2083,147300.0,<1H OCEAN +-118.2,33.88,40.0,2945.0,725.0,2858.0,690.0,3.2368,136900.0,<1H OCEAN +-118.21,33.88,31.0,1332.0,417.0,1405.0,363.0,2.0125,143000.0,<1H OCEAN +-118.21,33.88,32.0,1507.0,379.0,1082.0,350.0,3.225,138200.0,<1H OCEAN +-118.2,33.87,26.0,703.0,202.0,757.0,212.0,2.525,155500.0,<1H OCEAN +-118.2,33.87,42.0,1482.0,310.0,1052.0,317.0,3.9469,158200.0,<1H OCEAN +-118.2,33.87,36.0,1554.0,273.0,974.0,264.0,4.2135,161400.0,<1H OCEAN +-118.17,33.87,40.0,2462.0,587.0,1821.0,536.0,3.5646,162600.0,<1H OCEAN +-118.17,33.86,44.0,1701.0,396.0,1091.0,384.0,3.025,162300.0,<1H OCEAN +-118.17,33.87,49.0,1937.0,445.0,1339.0,440.0,3.0319,162800.0,<1H OCEAN +-118.17,33.87,48.0,2258.0,509.0,1395.0,492.0,3.765,164800.0,<1H OCEAN +-118.17,33.87,45.0,2110.0,494.0,1404.0,454.0,2.9803,165900.0,<1H OCEAN +-118.18,33.87,44.0,2137.0,461.0,1126.0,439.0,3.4408,172900.0,<1H OCEAN +-118.18,33.87,44.0,1832.0,401.0,1056.0,405.0,4.0658,175100.0,<1H OCEAN +-118.18,33.87,38.0,2664.0,626.0,1627.0,604.0,3.7527,161900.0,<1H OCEAN +-118.16,33.86,26.0,6607.0,1663.0,4066.0,1558.0,2.5068,156300.0,<1H OCEAN +-118.17,33.86,10.0,1664.0,508.0,1369.0,493.0,2.9886,175000.0,<1H OCEAN +-118.17,33.85,39.0,2247.0,526.0,1670.0,525.0,3.07,173000.0,<1H OCEAN +-118.18,33.85,38.0,3596.0,862.0,2416.0,832.0,3.6897,169800.0,<1H OCEAN +-118.18,33.86,43.0,2752.0,645.0,1674.0,614.0,3.6719,161300.0,<1H OCEAN +-118.18,33.86,39.0,2925.0,732.0,1702.0,642.0,2.375,160800.0,<1H OCEAN +-118.17,33.86,40.0,1301.0,342.0,954.0,336.0,2.3804,158000.0,<1H OCEAN +-118.14,33.86,37.0,1404.0,257.0,652.0,258.0,4.2062,195400.0,<1H OCEAN +-118.15,33.85,30.0,4071.0,1067.0,2144.0,970.0,2.7268,218100.0,<1H OCEAN +-118.15,33.85,36.0,1435.0,249.0,606.0,234.0,4.1439,212600.0,<1H OCEAN +-118.15,33.85,36.0,1491.0,259.0,699.0,266.0,4.0781,217300.0,<1H OCEAN +-118.15,33.86,32.0,2630.0,559.0,1069.0,491.0,2.4659,209000.0,<1H OCEAN +-118.16,33.85,36.0,2668.0,473.0,1315.0,478.0,4.0714,215600.0,<1H OCEAN +-118.16,33.85,36.0,1979.0,339.0,952.0,339.0,4.0815,216200.0,<1H OCEAN +-118.13,33.86,37.0,2259.0,425.0,1183.0,413.0,5.1805,201600.0,<1H OCEAN +-118.13,33.85,36.0,2110.0,416.0,1128.0,403.0,4.6019,208400.0,<1H OCEAN +-118.13,33.85,36.0,1885.0,391.0,1049.0,405.0,3.55,212800.0,<1H OCEAN +-118.14,33.86,36.0,1774.0,348.0,934.0,333.0,4.8571,203300.0,<1H OCEAN +-118.14,33.86,36.0,1703.0,325.0,845.0,308.0,5.0106,210800.0,<1H OCEAN +-118.1,33.85,28.0,2825.0,470.0,1352.0,469.0,5.2639,242000.0,<1H OCEAN +-118.1,33.85,36.0,1473.0,253.0,713.0,257.0,5.9493,228000.0,<1H OCEAN +-118.1,33.85,36.0,956.0,159.0,416.0,157.0,4.6429,223700.0,<1H OCEAN +-118.11,33.85,36.0,887.0,163.0,482.0,157.0,4.125,219500.0,<1H OCEAN +-118.11,33.85,36.0,2418.0,389.0,1138.0,387.0,4.8393,216300.0,<1H OCEAN +-118.11,33.86,36.0,2750.0,487.0,1386.0,458.0,4.9904,221700.0,<1H OCEAN +-118.12,33.86,34.0,2116.0,427.0,972.0,396.0,4.8516,213600.0,<1H OCEAN +-118.12,33.85,37.0,2584.0,453.0,1333.0,481.0,4.3661,219900.0,<1H OCEAN +-118.12,33.85,37.0,2386.0,409.0,1101.0,399.0,4.6908,218200.0,<1H OCEAN +-118.1,33.84,35.0,1790.0,269.0,924.0,263.0,5.296,226200.0,<1H OCEAN +-118.1,33.84,36.0,1915.0,316.0,850.0,319.0,4.7222,225800.0,<1H OCEAN +-118.1,33.83,37.0,2059.0,349.0,825.0,334.0,4.0603,225200.0,<1H OCEAN +-118.11,33.83,36.0,1726.0,287.0,820.0,288.0,5.5767,218100.0,<1H OCEAN +-118.1,33.84,36.0,1557.0,270.0,697.0,251.0,4.5417,219600.0,<1H OCEAN +-118.1,33.84,36.0,2572.0,421.0,1318.0,434.0,5.1836,219700.0,<1H OCEAN +-118.1,33.84,36.0,690.0,109.0,316.0,104.0,3.7813,209100.0,<1H OCEAN +-118.11,33.84,37.0,1588.0,272.0,692.0,245.0,4.8594,220300.0,<1H OCEAN +-118.11,33.84,36.0,1756.0,297.0,798.0,287.0,5.5581,218300.0,<1H OCEAN +-118.12,33.84,37.0,2143.0,382.0,1047.0,377.0,4.4423,216000.0,<1H OCEAN +-118.12,33.84,37.0,2706.0,462.0,1331.0,476.0,5.0719,220000.0,<1H OCEAN +-118.11,33.84,36.0,1074.0,188.0,496.0,196.0,4.625,217400.0,<1H OCEAN +-118.11,33.84,36.0,1523.0,263.0,717.0,278.0,4.875,218900.0,<1H OCEAN +-118.11,33.83,36.0,1784.0,303.0,964.0,299.0,4.2703,220900.0,<1H OCEAN +-118.12,33.83,44.0,1712.0,314.0,691.0,293.0,4.3594,221300.0,<1H OCEAN +-118.12,33.84,37.0,1242.0,221.0,565.0,213.0,4.1094,215800.0,<1H OCEAN +-118.11,33.84,36.0,1463.0,257.0,722.0,260.0,4.8438,226300.0,<1H OCEAN +-118.13,33.84,35.0,3008.0,674.0,1584.0,671.0,3.5465,213200.0,<1H OCEAN +-118.13,33.84,46.0,2439.0,429.0,944.0,374.0,4.2841,312400.0,<1H OCEAN +-118.13,33.83,44.0,1710.0,333.0,786.0,344.0,4.2917,314700.0,<1H OCEAN +-118.14,33.84,43.0,2107.0,439.0,876.0,429.0,3.2024,339400.0,<1H OCEAN +-118.13,33.84,48.0,1895.0,294.0,881.0,293.0,6.3364,307400.0,<1H OCEAN +-118.14,33.84,45.0,1908.0,361.0,890.0,342.0,4.575,336000.0,<1H OCEAN +-118.14,33.84,44.0,3043.0,619.0,1316.0,607.0,4.4286,254900.0,<1H OCEAN +-118.14,33.84,36.0,3002.0,484.0,1322.0,471.0,4.933,228900.0,<1H OCEAN +-118.15,33.84,29.0,2448.0,354.0,894.0,349.0,7.6526,481300.0,<1H OCEAN +-118.15,33.84,36.0,2987.0,491.0,1360.0,497.0,4.8013,224100.0,<1H OCEAN +-118.15,33.84,37.0,1508.0,252.0,635.0,241.0,3.75,221300.0,<1H OCEAN +-118.16,33.84,36.0,2444.0,432.0,1199.0,424.0,4.1538,218800.0,<1H OCEAN +-118.16,33.84,36.0,1348.0,234.0,643.0,221.0,3.6447,211000.0,<1H OCEAN +-118.16,33.84,36.0,2831.0,573.0,1462.0,569.0,3.8646,214600.0,<1H OCEAN +-118.16,33.84,36.0,2220.0,367.0,1002.0,351.0,5.0719,219500.0,<1H OCEAN +-118.17,33.85,37.0,3714.0,708.0,1956.0,694.0,4.2218,200500.0,<1H OCEAN +-118.17,33.84,45.0,1533.0,331.0,791.0,335.0,3.4605,186600.0,<1H OCEAN +-118.17,33.84,29.0,4716.0,1372.0,2515.0,1272.0,2.726,208700.0,<1H OCEAN +-118.17,33.84,45.0,1853.0,328.0,945.0,320.0,5.0787,219200.0,<1H OCEAN +-118.17,33.83,45.0,2019.0,363.0,880.0,339.0,4.1023,217300.0,NEAR OCEAN +-118.18,33.85,40.0,2597.0,582.0,1285.0,559.0,3.975,213800.0,<1H OCEAN +-118.18,33.84,35.0,1415.0,294.0,591.0,291.0,2.9798,315600.0,NEAR OCEAN +-118.19,33.84,44.0,2731.0,577.0,1396.0,555.0,4.1771,219100.0,NEAR OCEAN +-118.19,33.84,24.0,1228.0,320.0,537.0,273.0,2.25,192000.0,NEAR OCEAN +-118.18,33.85,30.0,2548.0,717.0,2086.0,700.0,0.7007,134400.0,<1H OCEAN +-118.18,33.85,44.0,1890.0,465.0,1378.0,430.0,3.8819,143200.0,<1H OCEAN +-118.19,33.85,30.0,3533.0,1061.0,2678.0,1033.0,2.2417,151900.0,NEAR OCEAN +-118.19,33.85,49.0,1073.0,260.0,725.0,272.0,3.8026,149700.0,NEAR OCEAN +-118.19,33.85,45.0,1167.0,302.0,773.0,287.0,3.2798,150300.0,NEAR OCEAN +-118.2,33.85,33.0,2557.0,731.0,2286.0,700.0,2.3041,149100.0,<1H OCEAN +-118.2,33.85,46.0,1854.0,462.0,1360.0,429.0,2.4844,158200.0,<1H OCEAN +-118.2,33.84,35.0,3405.0,779.0,1953.0,671.0,2.7813,159200.0,NEAR OCEAN +-118.2,33.83,35.0,3737.0,613.0,1305.0,583.0,7.2096,490300.0,NEAR OCEAN +-118.19,33.83,43.0,2641.0,411.0,1011.0,444.0,6.4468,444200.0,NEAR OCEAN +-118.19,33.83,42.0,1773.0,360.0,815.0,299.0,4.9,406300.0,NEAR OCEAN +-118.17,33.83,45.0,1808.0,315.0,800.0,302.0,4.8693,277700.0,NEAR OCEAN +-118.17,33.83,46.0,1362.0,214.0,531.0,222.0,4.3125,290500.0,NEAR OCEAN +-118.18,33.83,44.0,1497.0,277.0,542.0,274.0,5.0052,321800.0,NEAR OCEAN +-118.18,33.83,45.0,1535.0,274.0,591.0,276.0,4.2411,371700.0,NEAR OCEAN +-118.18,33.83,39.0,3622.0,745.0,1330.0,648.0,3.3125,425500.0,NEAR OCEAN +-118.18,33.84,43.0,2561.0,544.0,1063.0,537.0,3.835,418600.0,NEAR OCEAN +-118.17,33.82,50.0,3587.0,693.0,1513.0,651.0,5.5106,252200.0,NEAR OCEAN +-118.17,33.82,52.0,2539.0,497.0,1152.0,488.0,4.1354,268200.0,NEAR OCEAN +-118.18,33.83,52.0,2569.0,484.0,1030.0,451.0,4.1301,268400.0,NEAR OCEAN +-118.18,33.82,52.0,2618.0,472.0,943.0,440.0,3.7895,254000.0,NEAR OCEAN +-118.18,33.82,43.0,284.0,65.0,167.0,68.0,4.25,207500.0,NEAR OCEAN +-118.19,33.83,30.0,2246.0,552.0,1032.0,548.0,3.5871,347100.0,NEAR OCEAN +-118.19,33.82,19.0,2953.0,895.0,1914.0,855.0,3.5521,290000.0,NEAR OCEAN +-118.2,33.82,21.0,2251.0,452.0,913.0,420.0,4.6042,272200.0,NEAR OCEAN +-118.2,33.82,43.0,1758.0,347.0,954.0,312.0,5.2606,198900.0,NEAR OCEAN +-118.19,33.82,11.0,872.0,203.0,422.0,221.0,4.6364,156300.0,NEAR OCEAN +-118.19,33.81,21.0,1835.0,427.0,1038.0,384.0,4.4559,198500.0,NEAR OCEAN +-118.2,33.81,43.0,3013.0,574.0,1525.0,529.0,4.95,194000.0,NEAR OCEAN +-118.2,33.82,34.0,2807.0,768.0,2217.0,744.0,2.4286,204800.0,NEAR OCEAN +-118.19,33.81,23.0,954.0,390.0,804.0,373.0,2.5833,181300.0,NEAR OCEAN +-118.2,33.81,45.0,944.0,178.0,533.0,193.0,3.4808,206900.0,NEAR OCEAN +-118.2,33.81,46.0,1388.0,254.0,742.0,241.0,4.6458,212100.0,NEAR OCEAN +-118.2,33.81,47.0,2347.0,437.0,1219.0,420.0,5.3096,209900.0,NEAR OCEAN +-118.21,33.82,34.0,1719.0,398.0,1444.0,372.0,2.8438,139300.0,NEAR OCEAN +-118.21,33.81,43.0,905.0,199.0,764.0,204.0,3.3214,162200.0,NEAR OCEAN +-118.21,33.81,40.0,1815.0,428.0,1807.0,413.0,3.0882,160700.0,NEAR OCEAN +-118.21,33.82,33.0,1278.0,311.0,1157.0,320.0,3.5054,146800.0,NEAR OCEAN +-118.22,33.82,30.0,1680.0,469.0,1779.0,429.0,3.6086,146300.0,NEAR OCEAN +-118.21,33.82,45.0,455.0,92.0,394.0,89.0,4.9562,165700.0,NEAR OCEAN +-118.21,33.82,43.0,1005.0,199.0,723.0,191.0,4.3424,162500.0,NEAR OCEAN +-118.22,33.82,17.0,5357.0,1332.0,3030.0,1266.0,1.9311,138100.0,NEAR OCEAN +-118.21,33.81,45.0,1693.0,337.0,1255.0,333.0,3.6923,159700.0,NEAR OCEAN +-118.21,33.81,45.0,1816.0,398.0,1524.0,388.0,3.8586,157900.0,NEAR OCEAN +-118.22,33.81,38.0,1486.0,359.0,1345.0,326.0,3.3988,147800.0,NEAR OCEAN +-118.22,33.81,41.0,726.0,166.0,602.0,183.0,3.7885,156900.0,NEAR OCEAN +-118.21,33.8,45.0,1160.0,274.0,1095.0,269.0,2.7308,139000.0,NEAR OCEAN +-118.21,33.8,41.0,1251.0,279.0,1053.0,278.0,3.2778,150800.0,NEAR OCEAN +-118.22,33.8,36.0,1285.0,347.0,1291.0,337.0,3.7708,157100.0,NEAR OCEAN +-118.22,33.8,33.0,1984.0,477.0,1764.0,440.0,3.875,165100.0,NEAR OCEAN +-118.22,33.79,28.0,3008.0,629.0,2537.0,596.0,2.3,137500.0,NEAR OCEAN +-118.21,33.79,39.0,1598.0,458.0,1691.0,399.0,2.3605,141800.0,NEAR OCEAN +-118.21,33.79,32.0,2020.0,613.0,2557.0,562.0,2.1397,145300.0,NEAR OCEAN +-118.21,33.8,44.0,1387.0,280.0,984.0,302.0,4.25,143100.0,NEAR OCEAN +-118.19,33.8,38.0,2010.0,595.0,1535.0,525.0,1.9848,160400.0,NEAR OCEAN +-118.19,33.79,29.0,3497.0,1096.0,2994.0,919.0,1.8109,137500.0,NEAR OCEAN +-118.2,33.79,47.0,767.0,195.0,569.0,195.0,2.9514,185200.0,NEAR OCEAN +-118.2,33.79,48.0,2105.0,592.0,1807.0,539.0,2.7183,190400.0,NEAR OCEAN +-118.2,33.79,47.0,2549.0,626.0,1388.0,606.0,3.0135,192700.0,NEAR OCEAN +-118.2,33.8,52.0,1786.0,445.0,1090.0,430.0,2.8988,194900.0,NEAR OCEAN +-118.19,33.8,41.0,2125.0,591.0,1604.0,555.0,2.9943,190600.0,NEAR OCEAN +-118.2,33.8,42.0,4577.0,1146.0,2749.0,1094.0,2.5012,197500.0,NEAR OCEAN +-118.2,33.8,45.0,2456.0,495.0,1300.0,450.0,3.9792,210200.0,NEAR OCEAN +-118.2,33.8,52.0,1009.0,216.0,614.0,231.0,4.0074,200800.0,NEAR OCEAN +-118.18,33.8,42.0,2301.0,621.0,2114.0,561.0,2.0579,132700.0,NEAR OCEAN +-118.19,33.8,36.0,2326.0,729.0,2635.0,657.0,2.1985,141800.0,NEAR OCEAN +-118.18,33.79,42.0,1571.0,435.0,1631.0,417.0,1.6384,128000.0,NEAR OCEAN +-118.19,33.79,41.0,2114.0,612.0,2357.0,529.0,1.7938,142600.0,NEAR OCEAN +-118.19,33.79,43.0,1823.0,600.0,2339.0,560.0,1.6792,130600.0,NEAR OCEAN +-118.18,33.8,30.0,2734.0,758.0,2951.0,691.0,1.7689,117600.0,NEAR OCEAN +-118.17,33.79,36.0,948.0,303.0,1042.0,301.0,1.55,100000.0,NEAR OCEAN +-118.18,33.82,43.0,2210.0,469.0,1042.0,418.0,3.5,216700.0,NEAR OCEAN +-118.18,33.81,27.0,471.0,132.0,315.0,96.0,1.75,154200.0,NEAR OCEAN +-118.16,33.8,9.0,3564.0,835.0,1530.0,807.0,5.1806,175000.0,NEAR OCEAN +-118.16,33.79,25.0,5463.0,1265.0,3010.0,1179.0,3.233,199100.0,NEAR OCEAN +-118.17,33.8,26.0,1589.0,380.0,883.0,366.0,3.5313,187500.0,NEAR OCEAN +-118.18,33.8,15.0,2407.0,589.0,1591.0,506.0,3.0513,148100.0,NEAR OCEAN +-118.12,33.83,45.0,1579.0,278.0,687.0,285.0,5.0424,225900.0,<1H OCEAN +-118.12,33.83,45.0,1734.0,331.0,797.0,293.0,4.8917,222800.0,<1H OCEAN +-118.12,33.82,43.0,1544.0,286.0,701.0,298.0,4.1375,226000.0,<1H OCEAN +-118.12,33.82,42.0,1493.0,277.0,671.0,267.0,3.2794,224500.0,<1H OCEAN +-118.13,33.82,44.0,1619.0,280.0,815.0,284.0,5.5449,232200.0,<1H OCEAN +-118.13,33.82,44.0,1785.0,307.0,779.0,291.0,4.3056,228600.0,<1H OCEAN +-118.13,33.83,45.0,3087.0,574.0,1474.0,567.0,5.5196,227600.0,<1H OCEAN +-118.1,33.83,36.0,1408.0,250.0,702.0,251.0,4.875,222500.0,<1H OCEAN +-118.11,33.83,36.0,1462.0,233.0,664.0,220.0,5.1171,225300.0,<1H OCEAN +-118.11,33.82,36.0,1999.0,390.0,887.0,379.0,3.8162,221900.0,<1H OCEAN +-118.11,33.82,36.0,1742.0,340.0,857.0,341.0,4.6875,218200.0,<1H OCEAN +-118.11,33.83,37.0,1249.0,202.0,517.0,189.0,4.4196,223100.0,<1H OCEAN +-118.11,33.83,36.0,1820.0,313.0,899.0,295.0,4.918,225200.0,<1H OCEAN +-118.09,33.83,36.0,2734.0,448.0,1308.0,441.0,5.9265,227300.0,<1H OCEAN +-118.1,33.82,36.0,2422.0,420.0,1193.0,421.0,4.8462,225700.0,<1H OCEAN +-118.1,33.82,36.0,1930.0,354.0,915.0,328.0,5.2713,244400.0,<1H OCEAN +-118.1,33.83,36.0,2000.0,343.0,956.0,352.0,5.3735,234400.0,<1H OCEAN +-118.08,33.81,20.0,6295.0,937.0,2292.0,874.0,7.6084,402500.0,<1H OCEAN +-118.09,33.82,36.0,2219.0,393.0,1042.0,396.0,5.2299,239800.0,<1H OCEAN +-118.09,33.81,36.0,1878.0,323.0,846.0,325.0,7.1937,254400.0,<1H OCEAN +-118.1,33.81,36.0,1111.0,184.0,444.0,177.0,3.7031,245300.0,<1H OCEAN +-118.1,33.81,36.0,856.0,146.0,451.0,164.0,5.1993,246000.0,<1H OCEAN +-118.11,33.81,36.0,1252.0,209.0,558.0,214.0,3.9722,235600.0,<1H OCEAN +-118.11,33.82,37.0,1987.0,347.0,1095.0,357.0,4.3203,232800.0,<1H OCEAN +-118.1,33.82,36.0,1946.0,346.0,871.0,336.0,5.2155,254800.0,<1H OCEAN +-118.11,33.82,37.0,1756.0,345.0,836.0,335.0,4.375,218200.0,<1H OCEAN +-118.12,33.81,36.0,2565.0,458.0,1155.0,443.0,4.6087,224600.0,<1H OCEAN +-118.12,33.81,37.0,1798.0,331.0,860.0,340.0,4.2143,228500.0,<1H OCEAN +-118.13,33.81,37.0,1013.0,199.0,493.0,183.0,4.7845,231400.0,<1H OCEAN +-118.13,33.81,37.0,1228.0,237.0,572.0,242.0,4.325,223900.0,<1H OCEAN +-118.13,33.82,37.0,1530.0,290.0,711.0,283.0,5.1795,225400.0,<1H OCEAN +-118.13,33.82,36.0,665.0,114.0,273.0,112.0,3.7321,223700.0,<1H OCEAN +-118.13,33.81,34.0,1903.0,343.0,928.0,349.0,5.395,241900.0,<1H OCEAN +-118.13,33.81,36.0,1749.0,322.0,855.0,319.0,4.6473,227100.0,<1H OCEAN +-118.13,33.8,36.0,1026.0,182.0,505.0,176.0,4.3438,233600.0,<1H OCEAN +-118.13,33.8,36.0,1496.0,271.0,743.0,265.0,4.4312,226000.0,<1H OCEAN +-118.13,33.8,41.0,1509.0,325.0,821.0,314.0,4.0893,223000.0,<1H OCEAN +-118.15,33.8,44.0,1886.0,399.0,1167.0,372.0,3.1042,219800.0,NEAR OCEAN +-118.12,33.81,36.0,1774.0,299.0,784.0,298.0,5.0447,249200.0,<1H OCEAN +-118.12,33.81,36.0,1665.0,291.0,721.0,294.0,4.6875,250700.0,<1H OCEAN +-118.12,33.8,35.0,1835.0,435.0,774.0,418.0,2.7092,256300.0,<1H OCEAN +-118.12,33.8,36.0,1257.0,205.0,530.0,211.0,5.3701,251400.0,<1H OCEAN +-118.11,33.8,36.0,1837.0,319.0,810.0,305.0,4.3897,235000.0,<1H OCEAN +-118.11,33.79,36.0,1993.0,354.0,884.0,337.0,5.587,244900.0,<1H OCEAN +-118.11,33.79,36.0,2223.0,370.0,1039.0,370.0,5.7942,257000.0,<1H OCEAN +-118.09,33.81,36.0,1371.0,250.0,666.0,257.0,5.0795,243300.0,<1H OCEAN +-118.09,33.8,36.0,1724.0,322.0,838.0,328.0,4.4831,253900.0,<1H OCEAN +-118.11,33.8,36.0,1680.0,291.0,744.0,280.0,4.66,244800.0,<1H OCEAN +-118.11,33.8,35.0,1034.0,180.0,444.0,177.0,5.4602,231600.0,<1H OCEAN +-118.11,33.81,37.0,1694.0,280.0,776.0,271.0,6.2187,257900.0,<1H OCEAN +-118.1,33.81,36.0,1962.0,325.0,786.0,315.0,5.62,239600.0,<1H OCEAN +-118.1,33.8,37.0,1814.0,329.0,850.0,328.0,5.0574,240800.0,<1H OCEAN +-118.09,33.79,36.0,4210.0,657.0,1911.0,631.0,5.8491,247300.0,<1H OCEAN +-118.1,33.78,35.0,4466.0,740.0,2134.0,743.0,5.7389,251800.0,<1H OCEAN +-118.1,33.79,35.0,2370.0,379.0,996.0,380.0,5.7368,287200.0,<1H OCEAN +-118.1,33.79,36.0,3359.0,596.0,1522.0,565.0,5.1805,249400.0,<1H OCEAN +-118.11,33.78,16.0,3985.0,567.0,1327.0,564.0,7.9767,500001.0,<1H OCEAN +-118.13,33.79,29.0,2937.0,524.0,1132.0,528.0,4.6133,500001.0,NEAR OCEAN +-118.13,33.78,31.0,3039.0,739.0,1199.0,697.0,3.7232,500001.0,NEAR OCEAN +-118.13,33.79,36.0,1245.0,211.0,508.0,221.0,5.3441,480600.0,NEAR OCEAN +-118.12,33.79,43.0,1471.0,301.0,767.0,311.0,4.3317,232400.0,<1H OCEAN +-118.12,33.79,41.0,1762.0,314.0,738.0,300.0,4.1687,240700.0,<1H OCEAN +-118.13,33.79,44.0,2153.0,375.0,947.0,364.0,5.0072,236200.0,NEAR OCEAN +-118.13,33.79,45.0,2317.0,448.0,1057.0,428.0,4.375,234800.0,NEAR OCEAN +-118.14,33.79,45.0,1519.0,263.0,681.0,267.0,4.6452,212500.0,NEAR OCEAN +-118.13,33.79,20.0,6678.0,1797.0,3625.0,1599.0,3.7716,242900.0,NEAR OCEAN +-118.14,33.8,43.0,2506.0,531.0,1230.0,543.0,3.4211,203900.0,NEAR OCEAN +-118.15,33.79,5.0,3700.0,993.0,1657.0,848.0,3.7826,196300.0,NEAR OCEAN +-118.14,33.79,23.0,2573.0,688.0,1478.0,604.0,3.4833,209400.0,NEAR OCEAN +-118.14,33.79,44.0,2388.0,619.0,1461.0,592.0,3.1711,215400.0,NEAR OCEAN +-118.14,33.78,44.0,2101.0,496.0,1038.0,500.0,3.108,217900.0,NEAR OCEAN +-118.15,33.79,25.0,4013.0,1097.0,2297.0,969.0,3.0453,185900.0,NEAR OCEAN +-118.15,33.78,17.0,1584.0,435.0,904.0,406.0,2.0875,181300.0,NEAR OCEAN +-118.16,33.78,14.0,1709.0,558.0,1939.0,520.0,1.9808,139100.0,NEAR OCEAN +-118.16,33.78,33.0,2048.0,585.0,2074.0,597.0,2.0156,152700.0,NEAR OCEAN +-118.16,33.79,25.0,3742.0,1180.0,3916.0,1063.0,2.4,153700.0,NEAR OCEAN +-118.16,33.79,26.0,3061.0,844.0,2135.0,769.0,2.875,164000.0,NEAR OCEAN +-118.17,33.79,32.0,2171.0,672.0,3002.0,648.0,2.375,139700.0,NEAR OCEAN +-118.17,33.79,30.0,1349.0,519.0,2646.0,552.0,1.9318,115900.0,NEAR OCEAN +-118.18,33.78,36.0,1697.0,550.0,1379.0,434.0,1.2746,129700.0,NEAR OCEAN +-118.18,33.79,27.0,1580.0,510.0,1896.0,448.0,2.0186,130000.0,NEAR OCEAN +-118.17,33.79,28.0,1219.0,408.0,1816.0,348.0,1.7589,118300.0,NEAR OCEAN +-118.18,33.79,20.0,1255.0,360.0,1201.0,318.0,1.2206,162500.0,NEAR OCEAN +-118.19,33.78,29.0,1170.0,369.0,1398.0,373.0,2.2543,156300.0,NEAR OCEAN +-118.19,33.79,37.0,1834.0,551.0,1967.0,476.0,2.137,126600.0,NEAR OCEAN +-118.19,33.79,30.0,3107.0,994.0,3543.0,850.0,1.9387,141700.0,NEAR OCEAN +-118.19,33.78,24.0,225.0,72.0,439.0,71.0,2.8533,137500.0,NEAR OCEAN +-118.2,33.79,25.0,2851.0,968.0,3744.0,906.0,2.0675,116700.0,NEAR OCEAN +-118.21,33.79,33.0,32.0,18.0,96.0,36.0,4.5938,112500.0,NEAR OCEAN +-118.21,33.79,44.0,121.0,29.0,153.0,30.0,2.1964,150000.0,NEAR OCEAN +-118.22,33.79,48.0,143.0,41.0,222.0,50.0,1.7,104200.0,NEAR OCEAN +-118.23,33.76,21.0,49.0,14.0,29.0,16.0,5.0,87500.0,NEAR OCEAN +-118.19,33.78,21.0,2741.0,1029.0,2924.0,969.0,1.3274,218800.0,NEAR OCEAN +-118.19,33.78,35.0,1511.0,593.0,914.0,539.0,0.9318,187500.0,NEAR OCEAN +-118.2,33.78,46.0,1889.0,651.0,1545.0,587.0,1.7064,175000.0,NEAR OCEAN +-118.2,33.78,48.0,1766.0,497.0,1908.0,466.0,1.9872,168800.0,NEAR OCEAN +-118.2,33.78,52.0,2662.0,893.0,3018.0,763.0,2.3305,162500.0,NEAR OCEAN +-118.19,33.77,35.0,1574.0,603.0,820.0,514.0,1.2321,137500.0,NEAR OCEAN +-118.2,33.77,40.0,2034.0,899.0,1257.0,797.0,1.2864,131300.0,NEAR OCEAN +-118.2,33.77,24.0,2404.0,819.0,1566.0,753.0,1.5076,145800.0,NEAR OCEAN +-118.2,33.77,22.0,1118.0,437.0,1190.0,399.0,1.9797,143800.0,NEAR OCEAN +-118.2,33.77,52.0,1375.0,457.0,1089.0,317.0,2.2344,200000.0,NEAR OCEAN +-118.2,33.77,41.0,1158.0,396.0,1209.0,336.0,2.7813,129200.0,NEAR OCEAN +-118.2,33.77,42.0,517.0,233.0,995.0,212.0,2.225,106300.0,NEAR OCEAN +-118.18,33.77,45.0,1434.0,627.0,735.0,518.0,1.5,162500.0,NEAR OCEAN +-118.19,33.76,25.0,1442.0,392.0,632.0,385.0,4.6629,162500.0,NEAR OCEAN +-118.19,33.77,52.0,1562.0,616.0,692.0,512.0,1.4048,200000.0,NEAR OCEAN +-118.18,33.77,39.0,1645.0,547.0,1339.0,499.0,1.5536,155000.0,NEAR OCEAN +-118.18,33.77,36.0,1833.0,688.0,1128.0,620.0,1.1483,112500.0,NEAR OCEAN +-118.19,33.77,21.0,2103.0,727.0,1064.0,603.0,1.6178,137500.0,NEAR OCEAN +-118.19,33.77,31.0,1711.0,691.0,1092.0,568.0,1.0714,150000.0,NEAR OCEAN +-118.18,33.78,20.0,1852.0,556.0,1712.0,556.0,1.4565,152500.0,NEAR OCEAN +-118.18,33.78,17.0,1419.0,436.0,1300.0,360.0,2.0769,100000.0,NEAR OCEAN +-118.18,33.78,52.0,1180.0,381.0,1046.0,332.0,1.5603,162500.0,NEAR OCEAN +-118.19,33.78,31.0,1648.0,484.0,898.0,457.0,1.5844,162500.0,NEAR OCEAN +-118.19,33.78,8.0,992.0,393.0,694.0,331.0,2.5544,162500.0,NEAR OCEAN +-118.19,33.78,29.0,1013.0,392.0,1083.0,316.0,1.8438,162500.0,NEAR OCEAN +-118.19,33.78,42.0,1021.0,300.0,533.0,187.0,1.8036,175000.0,NEAR OCEAN +-118.17,33.78,29.0,2920.0,962.0,3580.0,772.0,1.7393,140200.0,NEAR OCEAN +-118.17,33.78,23.0,3768.0,1261.0,3940.0,1098.0,1.9647,186200.0,NEAR OCEAN +-118.18,33.78,26.0,3042.0,1253.0,4812.0,1141.0,1.7701,146200.0,NEAR OCEAN +-118.17,33.78,44.0,2364.0,746.0,3184.0,672.0,1.918,147500.0,NEAR OCEAN +-118.17,33.77,36.0,2933.0,881.0,2077.0,838.0,2.2538,181300.0,NEAR OCEAN +-118.17,33.77,45.0,2508.0,797.0,1340.0,720.0,2.6786,191100.0,NEAR OCEAN +-118.17,33.77,38.0,2239.0,721.0,984.0,684.0,2.346,165600.0,NEAR OCEAN +-118.17,33.77,39.0,2953.0,878.0,1379.0,785.0,2.1378,180400.0,NEAR OCEAN +-118.17,33.77,12.0,4409.0,1401.0,3068.0,1262.0,2.2808,154700.0,NEAR OCEAN +-118.18,33.77,29.0,1776.0,606.0,1391.0,488.0,1.1295,137500.0,NEAR OCEAN +-118.18,33.77,30.0,1418.0,439.0,720.0,417.0,2.6371,159400.0,NEAR OCEAN +-118.17,33.77,37.0,1127.0,327.0,492.0,331.0,2.675,241700.0,NEAR OCEAN +-118.18,33.74,30.0,5915.0,1750.0,2136.0,1503.0,4.0968,310000.0,NEAR OCEAN +-118.17,33.77,45.0,2151.0,643.0,1047.0,579.0,3.1149,218800.0,NEAR OCEAN +-118.17,33.77,45.0,2143.0,697.0,1004.0,594.0,3.0153,220000.0,NEAR OCEAN +-118.18,33.77,37.0,2653.0,754.0,1087.0,698.0,2.3523,325000.0,NEAR OCEAN +-118.18,33.77,41.0,2048.0,601.0,852.0,533.0,2.5726,193800.0,NEAR OCEAN +-118.18,33.77,49.0,2297.0,759.0,1105.0,629.0,1.8388,175000.0,NEAR OCEAN +-118.16,33.77,49.0,3382.0,787.0,1314.0,756.0,3.8125,382100.0,NEAR OCEAN +-118.17,33.74,36.0,2006.0,453.0,807.0,426.0,3.7838,500001.0,NEAR OCEAN +-118.16,33.77,30.0,4439.0,1105.0,1749.0,1011.0,3.8984,306300.0,NEAR OCEAN +-118.15,33.77,39.0,2428.0,634.0,1312.0,612.0,2.7212,266300.0,NEAR OCEAN +-118.16,33.77,30.0,2800.0,757.0,1292.0,742.0,2.7614,272200.0,NEAR OCEAN +-118.16,33.77,38.0,3235.0,769.0,1284.0,752.0,2.9384,304100.0,NEAR OCEAN +-118.16,33.77,29.0,3078.0,786.0,1460.0,736.0,2.875,232500.0,NEAR OCEAN +-118.17,33.77,25.0,4405.0,1262.0,2178.0,1090.0,3.0503,225000.0,NEAR OCEAN +-118.16,33.78,15.0,4798.0,1374.0,3087.0,1212.0,2.127,163300.0,NEAR OCEAN +-118.16,33.78,39.0,4075.0,1085.0,2470.0,1025.0,2.3317,222500.0,NEAR OCEAN +-118.16,33.78,52.0,3248.0,853.0,1819.0,815.0,3.1739,222900.0,NEAR OCEAN +-118.16,33.78,29.0,3684.0,1301.0,3891.0,1143.0,1.6955,179700.0,NEAR OCEAN +-118.15,33.78,13.0,3056.0,861.0,1600.0,824.0,3.3003,207800.0,NEAR OCEAN +-118.15,33.78,12.0,4436.0,1133.0,2176.0,1002.0,3.5812,198600.0,NEAR OCEAN +-118.15,33.78,35.0,2768.0,752.0,1277.0,651.0,3.6193,250000.0,NEAR OCEAN +-118.14,33.78,42.0,1898.0,488.0,940.0,483.0,3.4107,233300.0,NEAR OCEAN +-118.13,33.78,45.0,1016.0,172.0,361.0,163.0,7.5,434500.0,NEAR OCEAN +-118.14,33.77,49.0,2792.0,690.0,1301.0,648.0,3.2917,307400.0,NEAR OCEAN +-118.14,33.77,51.0,2812.0,621.0,1171.0,566.0,3.875,342900.0,NEAR OCEAN +-118.15,33.77,52.0,2204.0,498.0,899.0,445.0,4.1765,393900.0,NEAR OCEAN +-118.15,33.77,41.0,3448.0,896.0,1621.0,838.0,4.5,339800.0,NEAR OCEAN +-118.15,33.77,27.0,3043.0,787.0,1398.0,747.0,3.5528,271100.0,NEAR OCEAN +-118.14,33.76,37.0,3242.0,698.0,1080.0,629.0,3.901,432500.0,NEAR OCEAN +-118.16,33.72,29.0,2743.0,708.0,1059.0,651.0,3.625,500000.0,NEAR OCEAN +-118.15,33.76,36.0,2916.0,785.0,1183.0,749.0,3.5985,500001.0,NEAR OCEAN +-118.15,33.77,36.0,4366.0,1211.0,1912.0,1172.0,3.5292,361800.0,NEAR OCEAN +-118.13,33.76,52.0,2216.0,526.0,940.0,530.0,4.5469,381000.0,NEAR OCEAN +-118.13,33.76,44.0,1543.0,463.0,652.0,406.0,4.25,439300.0,NEAR OCEAN +-118.14,33.75,39.0,1995.0,634.0,867.0,567.0,4.0795,400000.0,NEAR OCEAN +-118.14,33.76,52.0,2677.0,642.0,1144.0,624.0,4.3889,378000.0,NEAR OCEAN +-118.14,33.76,50.0,2960.0,761.0,1179.0,718.0,3.5214,398100.0,NEAR OCEAN +-118.14,33.76,44.0,1633.0,536.0,741.0,513.0,3.385,408300.0,NEAR OCEAN +-118.14,33.77,52.0,2208.0,409.0,791.0,408.0,5.8408,500000.0,NEAR OCEAN +-118.14,33.76,50.0,914.0,167.0,322.0,165.0,4.7361,418800.0,NEAR OCEAN +-118.13,33.76,46.0,2834.0,673.0,1175.0,670.0,4.7875,363800.0,NEAR OCEAN +-118.13,33.76,44.0,2532.0,621.0,961.0,550.0,3.9352,406900.0,NEAR OCEAN +-118.12,33.76,43.0,3070.0,668.0,1240.0,646.0,3.7813,461500.0,NEAR OCEAN +-118.12,33.75,47.0,3330.0,569.0,1220.0,557.0,7.3672,500001.0,NEAR OCEAN +-118.12,33.76,45.0,3035.0,516.0,1127.0,527.0,7.0796,500001.0,NEAR OCEAN +-118.12,33.75,41.0,2072.0,491.0,742.0,414.0,3.9934,500001.0,NEAR OCEAN +-118.14,33.71,36.0,2484.0,525.0,792.0,446.0,5.1815,500001.0,NEAR OCEAN +-118.1,33.76,15.0,4690.0,1002.0,1879.0,974.0,5.6051,267400.0,NEAR OCEAN +-118.11,33.77,15.0,9103.0,1847.0,3333.0,1712.0,5.1508,367300.0,NEAR OCEAN +-118.12,33.77,20.0,4534.0,954.0,1941.0,892.0,6.0362,463500.0,NEAR OCEAN +-118.12,33.77,10.0,7264.0,1137.0,2528.0,1057.0,10.2233,500001.0,NEAR OCEAN +-118.13,33.77,52.0,3697.0,691.0,1436.0,671.0,4.6852,395200.0,NEAR OCEAN +-118.13,33.77,37.0,4365.0,926.0,1661.0,868.0,5.3046,360700.0,NEAR OCEAN +-118.32,33.35,27.0,1675.0,521.0,744.0,331.0,2.1579,450000.0,ISLAND +-118.33,33.34,52.0,2359.0,591.0,1100.0,431.0,2.8333,414700.0,ISLAND +-118.32,33.33,52.0,2127.0,512.0,733.0,288.0,3.3906,300000.0,ISLAND +-118.32,33.34,52.0,996.0,264.0,341.0,160.0,2.7361,450000.0,ISLAND +-118.48,33.43,29.0,716.0,214.0,422.0,173.0,2.6042,287500.0,ISLAND +-118.29,33.96,32.0,3508.0,917.0,2794.0,839.0,1.554,100000.0,<1H OCEAN +-118.3,33.95,36.0,1786.0,418.0,1367.0,393.0,1.5078,99600.0,<1H OCEAN +-118.29,33.95,31.0,2839.0,792.0,2390.0,729.0,2.0,109800.0,<1H OCEAN +-118.3,33.95,41.0,2057.0,550.0,1805.0,506.0,1.2455,100800.0,<1H OCEAN +-118.3,33.95,27.0,1774.0,444.0,1622.0,402.0,2.2031,96900.0,<1H OCEAN +-118.3,33.95,35.0,1182.0,305.0,977.0,283.0,1.5898,94000.0,<1H OCEAN +-118.29,33.94,38.0,2407.0,630.0,1774.0,562.0,1.5615,108600.0,<1H OCEAN +-118.3,33.94,36.0,3504.0,862.0,2521.0,836.0,2.5679,114900.0,<1H OCEAN +-118.3,33.94,36.0,2041.0,531.0,1390.0,464.0,2.0114,99300.0,<1H OCEAN +-118.29,33.94,32.0,2701.0,708.0,1880.0,590.0,1.6716,123800.0,<1H OCEAN +-118.29,33.93,32.0,1815.0,488.0,1715.0,475.0,1.7244,111200.0,<1H OCEAN +-118.3,33.93,35.0,1300.0,356.0,1216.0,326.0,1.2,99200.0,<1H OCEAN +-118.3,33.93,36.0,2196.0,633.0,2017.0,583.0,1.3962,124300.0,<1H OCEAN +-118.3,33.93,40.0,2434.0,477.0,1646.0,453.0,3.2024,128000.0,<1H OCEAN +-118.31,33.93,37.0,1282.0,244.0,852.0,249.0,4.2917,127900.0,<1H OCEAN +-118.31,33.94,44.0,1854.0,367.0,976.0,335.0,3.6583,126700.0,<1H OCEAN +-118.31,33.94,40.0,1917.0,438.0,1021.0,383.0,2.2448,175000.0,<1H OCEAN +-118.31,33.94,40.0,1323.0,243.0,684.0,229.0,3.2206,145800.0,<1H OCEAN +-118.31,33.94,40.0,1550.0,,798.0,270.0,3.775,153800.0,<1H OCEAN +-118.31,33.93,42.0,1173.0,201.0,602.0,186.0,5.5787,142000.0,<1H OCEAN +-118.31,33.93,43.0,1834.0,292.0,997.0,295.0,4.9464,150300.0,<1H OCEAN +-118.32,33.94,37.0,2740.0,504.0,1468.0,479.0,4.5368,168800.0,<1H OCEAN +-118.32,33.93,37.0,2379.0,462.0,1327.0,445.0,4.25,172100.0,<1H OCEAN +-118.33,33.93,37.0,1831.0,356.0,925.0,338.0,4.4091,148400.0,<1H OCEAN +-118.33,33.93,38.0,694.0,112.0,412.0,119.0,6.0718,156000.0,<1H OCEAN +-118.34,33.93,35.0,1213.0,284.0,742.0,253.0,4.0625,159900.0,<1H OCEAN +-118.32,33.94,37.0,1487.0,296.0,863.0,291.0,3.1563,186200.0,<1H OCEAN +-118.32,33.94,38.0,1067.0,170.0,499.0,169.0,4.6389,183800.0,<1H OCEAN +-118.32,33.94,36.0,1722.0,280.0,830.0,261.0,4.0536,189000.0,<1H OCEAN +-118.32,33.94,36.0,1153.0,224.0,639.0,226.0,4.0,192000.0,<1H OCEAN +-118.33,33.94,31.0,3757.0,1102.0,3288.0,964.0,1.9309,137500.0,<1H OCEAN +-118.32,33.96,47.0,1453.0,247.0,721.0,276.0,5.5176,191000.0,<1H OCEAN +-118.32,33.95,43.0,3819.0,708.0,1505.0,712.0,3.1719,183500.0,<1H OCEAN +-118.33,33.96,24.0,6513.0,1290.0,2636.0,1271.0,4.2099,189800.0,<1H OCEAN +-118.32,33.95,44.0,2023.0,325.0,992.0,326.0,4.6667,175600.0,<1H OCEAN +-118.32,33.95,44.0,2131.0,360.0,1040.0,330.0,5.0912,169800.0,<1H OCEAN +-118.34,33.95,33.0,1923.0,459.0,1412.0,361.0,5.4359,194100.0,<1H OCEAN +-118.32,33.97,52.0,1590.0,302.0,844.0,295.0,2.7139,164900.0,<1H OCEAN +-118.32,33.96,47.0,1885.0,361.0,954.0,357.0,3.8512,171300.0,<1H OCEAN +-118.32,33.96,47.0,1297.0,292.0,704.0,264.0,3.3214,166500.0,<1H OCEAN +-118.32,33.97,46.0,1504.0,270.0,814.0,306.0,4.3919,157100.0,<1H OCEAN +-118.34,33.97,45.0,2230.0,364.0,949.0,344.0,5.5,188200.0,<1H OCEAN +-118.33,33.96,42.0,1686.0,361.0,737.0,319.0,2.3,189200.0,<1H OCEAN +-118.33,33.96,42.0,2084.0,517.0,1062.0,451.0,2.0057,198200.0,<1H OCEAN +-118.35,33.97,33.0,1495.0,474.0,1272.0,447.0,2.0694,143500.0,<1H OCEAN +-118.35,33.97,25.0,1864.0,616.0,1710.0,575.0,2.2303,159400.0,<1H OCEAN +-118.35,33.97,26.0,1725.0,431.0,1130.0,404.0,3.2708,128100.0,<1H OCEAN +-118.35,33.97,26.0,3832.0,1074.0,2340.0,904.0,2.6734,143400.0,<1H OCEAN +-118.35,33.98,33.0,1884.0,477.0,1518.0,449.0,3.1194,152800.0,<1H OCEAN +-118.35,33.98,42.0,3081.0,680.0,1785.0,609.0,3.745,170800.0,<1H OCEAN +-118.34,33.98,47.0,2649.0,684.0,2374.0,607.0,2.3882,137700.0,<1H OCEAN +-118.34,33.98,40.0,2108.0,526.0,1922.0,544.0,3.163,137800.0,<1H OCEAN +-118.34,33.98,45.0,1298.0,294.0,1064.0,268.0,3.7067,136600.0,<1H OCEAN +-118.35,33.97,30.0,1548.0,330.0,757.0,349.0,3.8056,323800.0,<1H OCEAN +-118.35,33.96,21.0,2714.0,881.0,1549.0,853.0,1.2094,157500.0,<1H OCEAN +-118.35,33.96,26.0,2773.0,681.0,1560.0,631.0,3.1354,164300.0,<1H OCEAN +-118.35,33.95,28.0,4770.0,1328.0,3201.0,1196.0,2.681,147700.0,<1H OCEAN +-118.34,33.95,25.0,3762.0,1281.0,4015.0,1178.0,2.1587,143800.0,<1H OCEAN +-118.35,33.95,30.0,2661.0,765.0,2324.0,724.0,3.0519,137500.0,<1H OCEAN +-118.35,33.95,42.0,1779.0,431.0,1507.0,380.0,2.8892,159800.0,<1H OCEAN +-118.35,33.95,45.0,1076.0,213.0,781.0,238.0,3.95,164000.0,<1H OCEAN +-118.36,33.95,42.0,1116.0,303.0,1082.0,299.0,3.7237,170800.0,<1H OCEAN +-118.36,33.96,21.0,1802.0,556.0,1286.0,557.0,2.7284,146900.0,<1H OCEAN +-118.36,33.96,25.0,1849.0,518.0,1498.0,451.0,2.8378,170000.0,<1H OCEAN +-118.36,33.96,26.0,3543.0,,2742.0,951.0,2.5504,151300.0,<1H OCEAN +-118.36,33.95,26.0,3231.0,1089.0,3193.0,1020.0,2.6535,177200.0,<1H OCEAN +-118.36,33.98,45.0,1559.0,305.0,891.0,341.0,4.4038,259400.0,<1H OCEAN +-118.36,33.98,46.0,1425.0,283.0,782.0,273.0,5.057,246300.0,<1H OCEAN +-118.36,33.98,39.0,813.0,185.0,344.0,154.0,3.5833,218800.0,<1H OCEAN +-118.37,33.97,26.0,6672.0,1729.0,3333.0,1557.0,2.9646,179800.0,<1H OCEAN +-118.36,33.97,18.0,1284.0,283.0,990.0,289.0,4.0179,195800.0,<1H OCEAN +-118.37,33.97,21.0,3616.0,1060.0,2515.0,945.0,2.7464,153100.0,<1H OCEAN +-118.36,33.98,29.0,2861.0,816.0,1715.0,775.0,2.7712,160900.0,<1H OCEAN +-118.36,33.97,19.0,4651.0,1281.0,2917.0,1121.0,2.6823,142500.0,<1H OCEAN +-118.36,33.96,17.0,3431.0,934.0,2365.0,810.0,3.0393,129200.0,<1H OCEAN +-118.36,33.96,37.0,2146.0,573.0,2009.0,592.0,3.6583,177300.0,<1H OCEAN +-118.37,33.96,26.0,138.0,23.0,100.0,20.0,4.875,175000.0,<1H OCEAN +-118.37,33.95,35.0,924.0,349.0,1376.0,358.0,2.2297,262500.0,<1H OCEAN +-118.36,33.95,42.0,1139.0,302.0,1283.0,306.0,4.1635,163900.0,<1H OCEAN +-118.36,33.95,42.0,2532.0,627.0,2038.0,591.0,2.875,177500.0,<1H OCEAN +-118.37,33.95,32.0,1067.0,286.0,1053.0,277.0,2.8438,181700.0,<1H OCEAN +-118.37,33.95,52.0,836.0,175.0,747.0,166.0,4.125,174000.0,<1H OCEAN +-118.36,33.94,39.0,1390.0,410.0,1666.0,371.0,3.3056,156800.0,<1H OCEAN +-118.36,33.94,38.0,2169.0,688.0,3036.0,639.0,2.3125,148500.0,<1H OCEAN +-118.37,33.94,29.0,2265.0,813.0,3425.0,781.0,2.3675,149400.0,<1H OCEAN +-118.36,33.93,30.0,1132.0,347.0,1433.0,341.0,2.68,170000.0,<1H OCEAN +-118.36,33.93,40.0,1625.0,500.0,2036.0,476.0,2.6298,156500.0,<1H OCEAN +-118.36,33.94,33.0,939.0,284.0,1309.0,250.0,3.4063,152300.0,<1H OCEAN +-118.34,33.93,36.0,1528.0,486.0,1824.0,470.0,2.2679,153900.0,<1H OCEAN +-118.35,33.93,35.0,1050.0,252.0,918.0,236.0,1.7344,146900.0,<1H OCEAN +-118.35,33.93,34.0,617.0,189.0,810.0,180.0,1.9766,162500.0,<1H OCEAN +-118.35,33.93,33.0,2040.0,576.0,2649.0,561.0,2.3375,170600.0,<1H OCEAN +-118.35,33.94,35.0,1451.0,435.0,1888.0,420.0,2.8462,149100.0,<1H OCEAN +-118.35,33.94,38.0,1794.0,508.0,2188.0,454.0,2.6654,142200.0,<1H OCEAN +-118.35,33.94,36.0,2225.0,601.0,2755.0,610.0,2.5547,150400.0,<1H OCEAN +-118.35,33.94,42.0,1028.0,278.0,1369.0,261.0,3.3125,144600.0,<1H OCEAN +-118.34,33.94,37.0,3107.0,903.0,3456.0,734.0,2.182,147500.0,<1H OCEAN +-118.34,33.94,36.0,2796.0,1041.0,4033.0,944.0,2.4886,160700.0,<1H OCEAN +-118.33,33.93,37.0,4916.0,1134.0,3533.0,1035.0,3.2862,152300.0,<1H OCEAN +-118.34,33.93,33.0,4294.0,1224.0,4512.0,1189.0,2.8304,143700.0,<1H OCEAN +-118.34,33.93,32.0,1254.0,399.0,1281.0,386.0,2.2976,155700.0,<1H OCEAN +-118.34,33.93,37.0,1638.0,407.0,1341.0,369.0,3.0677,167700.0,<1H OCEAN +-118.35,33.93,26.0,3156.0,857.0,2394.0,787.0,3.01,191900.0,<1H OCEAN +-118.35,33.93,31.0,2746.0,697.0,1973.0,598.0,3.5139,192800.0,<1H OCEAN +-118.35,33.93,25.0,2260.0,692.0,1603.0,673.0,2.11,223300.0,<1H OCEAN +-118.36,33.93,27.0,4445.0,1231.0,3340.0,1113.0,3.1656,204500.0,<1H OCEAN +-118.34,33.92,29.0,1475.0,349.0,965.0,370.0,3.3558,199600.0,<1H OCEAN +-118.35,33.92,24.0,2728.0,845.0,2023.0,773.0,2.75,239700.0,<1H OCEAN +-118.35,33.92,29.0,736.0,232.0,584.0,231.0,3.6167,200000.0,<1H OCEAN +-118.36,33.92,26.0,3695.0,1144.0,2308.0,1009.0,2.6667,229300.0,<1H OCEAN +-118.36,33.92,46.0,1231.0,231.0,793.0,256.0,4.1023,226800.0,<1H OCEAN +-118.36,33.92,19.0,2807.0,883.0,1546.0,815.0,2.6375,233800.0,<1H OCEAN +-118.36,33.93,19.0,3103.0,918.0,2033.0,738.0,2.6961,212500.0,<1H OCEAN +-118.37,33.93,10.0,199.0,41.0,61.0,56.0,2.8958,245800.0,<1H OCEAN +-118.37,33.92,44.0,938.0,181.0,502.0,171.0,4.4722,218300.0,<1H OCEAN +-118.37,33.92,36.0,1075.0,197.0,509.0,197.0,4.9688,238900.0,<1H OCEAN +-118.37,33.92,40.0,928.0,187.0,521.0,185.0,5.5255,242700.0,<1H OCEAN +-118.37,33.92,39.0,1073.0,206.0,556.0,204.0,4.8611,245600.0,<1H OCEAN +-118.37,33.93,46.0,1130.0,201.0,503.0,196.0,4.4861,246300.0,<1H OCEAN +-118.37,33.93,46.0,442.0,88.0,255.0,94.0,4.4474,246900.0,<1H OCEAN +-118.36,33.93,44.0,520.0,116.0,392.0,106.0,3.0132,202500.0,<1H OCEAN +-118.36,33.91,41.0,2048.0,439.0,1191.0,429.0,3.8,222500.0,<1H OCEAN +-118.36,33.91,42.0,1949.0,422.0,1184.0,423.0,4.3333,225600.0,<1H OCEAN +-118.36,33.9,42.0,1935.0,388.0,1136.0,379.0,4.74,230000.0,<1H OCEAN +-118.36,33.9,40.0,1271.0,276.0,725.0,234.0,5.0452,231900.0,<1H OCEAN +-118.37,33.91,41.0,1869.0,427.0,1334.0,435.0,3.9355,227800.0,<1H OCEAN +-118.37,33.91,35.0,1742.0,283.0,812.0,282.0,5.6704,303700.0,<1H OCEAN +-118.37,33.9,35.0,1651.0,269.0,707.0,252.0,5.6482,294800.0,<1H OCEAN +-118.37,33.9,32.0,332.0,103.0,177.0,102.0,3.3409,256300.0,<1H OCEAN +-118.38,33.91,36.0,2904.0,515.0,1463.0,534.0,5.8374,289600.0,<1H OCEAN +-118.35,33.91,19.0,1949.0,559.0,1282.0,498.0,2.7813,231300.0,<1H OCEAN +-118.35,33.91,31.0,2583.0,663.0,1675.0,612.0,3.5234,265000.0,<1H OCEAN +-118.35,33.91,28.0,2108.0,534.0,1485.0,536.0,4.0775,241400.0,<1H OCEAN +-118.35,33.91,26.0,2159.0,523.0,1331.0,520.0,3.87,264500.0,<1H OCEAN +-118.35,33.91,25.0,1884.0,554.0,1337.0,549.0,2.8512,272800.0,<1H OCEAN +-118.35,33.9,25.0,3309.0,902.0,2299.0,837.0,3.0417,237000.0,<1H OCEAN +-118.35,33.91,32.0,1660.0,366.0,928.0,398.0,4.3187,269700.0,<1H OCEAN +-118.35,33.91,29.0,2461.0,535.0,1236.0,482.0,4.8409,244000.0,<1H OCEAN +-118.35,33.91,34.0,2055.0,448.0,1134.0,408.0,3.825,235400.0,<1H OCEAN +-118.36,33.91,36.0,2064.0,474.0,1366.0,421.0,4.1,243100.0,<1H OCEAN +-118.35,33.9,32.0,1056.0,225.0,565.0,231.0,3.9485,230000.0,<1H OCEAN +-118.36,33.9,39.0,1166.0,222.0,640.0,206.0,3.5313,230400.0,<1H OCEAN +-118.33,33.92,23.0,969.0,288.0,670.0,251.0,3.267,185400.0,<1H OCEAN +-118.33,33.91,39.0,1224.0,312.0,1106.0,333.0,3.3491,181800.0,<1H OCEAN +-118.34,33.91,17.0,3724.0,1023.0,2536.0,971.0,3.2649,202100.0,<1H OCEAN +-118.33,33.91,35.0,1092.0,302.0,962.0,297.0,3.5903,183300.0,<1H OCEAN +-118.34,33.91,8.0,3937.0,1404.0,2691.0,1142.0,2.4741,185700.0,<1H OCEAN +-118.34,33.92,6.0,1047.0,271.0,740.0,248.0,3.425,193800.0,<1H OCEAN +-118.34,33.91,12.0,9975.0,3638.0,7429.0,3405.0,2.6689,192300.0,<1H OCEAN +-118.33,33.91,8.0,10731.0,3335.0,7211.0,3028.0,2.455,192700.0,<1H OCEAN +-118.31,33.91,31.0,1415.0,339.0,874.0,289.0,3.8173,177900.0,<1H OCEAN +-118.31,33.91,36.0,961.0,173.0,625.0,179.0,4.2596,181100.0,<1H OCEAN +-118.32,33.91,33.0,1729.0,396.0,1073.0,344.0,4.2083,180500.0,<1H OCEAN +-118.32,33.91,35.0,940.0,197.0,640.0,215.0,4.2,181300.0,<1H OCEAN +-118.32,33.91,35.0,881.0,159.0,605.0,170.0,3.6654,184500.0,<1H OCEAN +-118.32,33.91,34.0,3041.0,677.0,1920.0,640.0,4.5304,181300.0,<1H OCEAN +-118.32,33.91,34.0,1068.0,198.0,757.0,231.0,5.7528,180500.0,<1H OCEAN +-118.32,33.9,35.0,3189.0,680.0,1882.0,651.0,3.6625,188000.0,<1H OCEAN +-118.31,33.92,35.0,1307.0,246.0,672.0,219.0,4.8456,146400.0,<1H OCEAN +-118.31,33.93,35.0,1580.0,266.0,926.0,282.0,5.0653,158000.0,<1H OCEAN +-118.32,33.93,34.0,1536.0,273.0,804.0,287.0,4.9615,157800.0,<1H OCEAN +-118.32,33.92,35.0,1281.0,219.0,710.0,184.0,4.8304,152800.0,<1H OCEAN +-118.29,33.93,31.0,3894.0,1017.0,3590.0,962.0,2.0437,137200.0,<1H OCEAN +-118.29,33.92,34.0,1799.0,362.0,1293.0,355.0,3.692,145200.0,<1H OCEAN +-118.29,33.92,34.0,1374.0,240.0,906.0,248.0,5.3292,155500.0,<1H OCEAN +-118.3,33.92,34.0,2053.0,382.0,1258.0,380.0,3.0139,154700.0,<1H OCEAN +-118.3,33.93,29.0,2228.0,396.0,1140.0,352.0,3.7969,169400.0,<1H OCEAN +-118.3,33.91,30.0,1842.0,476.0,1491.0,420.0,3.0147,155100.0,<1H OCEAN +-118.3,33.91,34.0,1617.0,493.0,1530.0,500.0,2.6182,172600.0,<1H OCEAN +-118.31,33.9,28.0,1576.0,400.0,891.0,378.0,2.6312,171300.0,<1H OCEAN +-118.29,33.91,28.0,1501.0,446.0,1028.0,418.0,2.3043,177500.0,<1H OCEAN +-118.29,33.9,27.0,1013.0,394.0,1067.0,400.0,1.7714,159400.0,<1H OCEAN +-118.3,33.9,29.0,2617.0,668.0,1868.0,647.0,3.6,208800.0,<1H OCEAN +-118.3,33.9,27.0,3267.0,762.0,2099.0,647.0,3.4,224100.0,<1H OCEAN +-118.3,33.9,13.0,2455.0,661.0,1975.0,618.0,2.9559,173600.0,<1H OCEAN +-118.3,33.9,19.0,2421.0,689.0,1726.0,660.0,3.287,181400.0,<1H OCEAN +-118.3,33.89,30.0,2756.0,858.0,1806.0,787.0,3.0329,207800.0,<1H OCEAN +-118.3,33.89,37.0,2132.0,565.0,1369.0,565.0,3.285,218100.0,<1H OCEAN +-118.31,33.9,38.0,1400.0,399.0,1131.0,405.0,3.5417,198400.0,<1H OCEAN +-118.29,33.89,33.0,2138.0,567.0,1072.0,528.0,2.7428,208900.0,<1H OCEAN +-118.29,33.89,32.0,2355.0,583.0,1605.0,571.0,4.2171,218200.0,<1H OCEAN +-118.29,33.88,36.0,1751.0,438.0,1175.0,419.0,3.0739,218600.0,<1H OCEAN +-118.29,33.88,21.0,4946.0,1231.0,3186.0,1167.0,3.3281,237000.0,<1H OCEAN +-118.3,33.87,27.0,3144.0,722.0,1510.0,680.0,3.1597,214700.0,<1H OCEAN +-118.3,33.87,31.0,1398.0,261.0,823.0,263.0,5.0641,234900.0,<1H OCEAN +-118.3,33.88,26.0,1221.0,312.0,807.0,330.0,4.0536,253600.0,<1H OCEAN +-118.3,33.88,29.0,850.0,229.0,563.0,204.0,3.7375,247700.0,<1H OCEAN +-118.3,33.88,30.0,1348.0,333.0,885.0,322.0,3.2574,195300.0,<1H OCEAN +-118.3,33.88,35.0,3227.0,749.0,1881.0,696.0,2.8445,242100.0,<1H OCEAN +-118.31,33.88,32.0,2421.0,671.0,1491.0,587.0,3.5644,242300.0,<1H OCEAN +-118.31,33.88,35.0,1939.0,412.0,1036.0,400.0,3.5556,238000.0,<1H OCEAN +-118.31,33.88,21.0,1490.0,430.0,686.0,400.0,2.3812,237500.0,<1H OCEAN +-118.31,33.9,30.0,2407.0,581.0,1724.0,531.0,3.4792,194700.0,<1H OCEAN +-118.31,33.89,37.0,2278.0,508.0,1257.0,498.0,3.7639,220600.0,<1H OCEAN +-118.31,33.89,35.0,2144.0,423.0,1192.0,417.0,4.1458,231500.0,<1H OCEAN +-118.32,33.9,36.0,1520.0,300.0,831.0,291.0,4.0473,212100.0,<1H OCEAN +-118.32,33.9,36.0,1741.0,412.0,1245.0,423.0,4.1344,210300.0,<1H OCEAN +-118.32,33.9,37.0,1664.0,401.0,1316.0,409.0,3.0526,216400.0,<1H OCEAN +-118.32,33.89,45.0,1928.0,453.0,1323.0,458.0,4.2813,210100.0,<1H OCEAN +-118.32,33.89,44.0,1300.0,252.0,695.0,249.0,5.1669,220600.0,<1H OCEAN +-118.32,33.89,34.0,2675.0,560.0,1270.0,492.0,4.5053,242000.0,<1H OCEAN +-118.33,33.9,21.0,6603.0,1984.0,5546.0,1745.0,2.6091,163900.0,<1H OCEAN +-118.34,33.9,23.0,2395.0,498.0,1309.0,493.0,4.9779,224600.0,<1H OCEAN +-118.34,33.9,37.0,542.0,105.0,355.0,118.0,5.5133,227300.0,<1H OCEAN +-118.34,33.9,36.0,1158.0,219.0,628.0,253.0,4.7426,242700.0,<1H OCEAN +-118.34,33.9,36.0,1342.0,259.0,706.0,261.0,4.1776,236600.0,<1H OCEAN +-118.33,33.89,39.0,1880.0,361.0,982.0,357.0,4.1953,226900.0,<1H OCEAN +-118.33,33.89,42.0,1816.0,338.0,897.0,306.0,5.1874,230800.0,<1H OCEAN +-118.34,33.89,36.0,2392.0,444.0,1346.0,445.0,6.0088,245900.0,<1H OCEAN +-118.34,33.89,36.0,2274.0,411.0,1232.0,423.0,5.373,244500.0,<1H OCEAN +-118.35,33.9,13.0,2887.0,853.0,2197.0,800.0,2.8777,207900.0,<1H OCEAN +-118.35,33.9,31.0,1547.0,,956.0,287.0,3.4698,225000.0,<1H OCEAN +-118.35,33.9,31.0,981.0,222.0,734.0,239.0,4.875,232400.0,<1H OCEAN +-118.35,33.89,29.0,2940.0,708.0,2175.0,684.0,3.6486,229000.0,<1H OCEAN +-118.35,33.89,34.0,1740.0,387.0,1249.0,375.0,4.1552,233900.0,<1H OCEAN +-118.36,33.9,41.0,1355.0,349.0,655.0,329.0,2.9551,205000.0,<1H OCEAN +-118.35,33.9,22.0,1127.0,287.0,697.0,241.0,3.3971,220300.0,<1H OCEAN +-118.35,33.89,30.0,1143.0,299.0,776.0,273.0,4.2829,240000.0,<1H OCEAN +-118.36,33.89,37.0,1719.0,426.0,1266.0,424.0,3.375,228000.0,<1H OCEAN +-118.36,33.89,34.0,760.0,174.0,723.0,198.0,5.3169,227600.0,<1H OCEAN +-118.36,33.9,18.0,3380.0,922.0,2276.0,854.0,4.0727,214000.0,<1H OCEAN +-118.36,33.89,27.0,2837.0,684.0,2141.0,648.0,3.1325,215000.0,<1H OCEAN +-118.36,33.88,33.0,2408.0,534.0,1644.0,523.0,4.2454,236800.0,<1H OCEAN +-118.36,33.88,28.0,1313.0,319.0,827.0,308.0,2.65,260800.0,<1H OCEAN +-118.36,33.88,25.0,2845.0,710.0,1611.0,628.0,3.2049,267400.0,<1H OCEAN +-118.36,33.88,22.0,1388.0,336.0,930.0,287.0,2.7981,275000.0,<1H OCEAN +-118.36,33.88,26.0,1375.0,286.0,829.0,278.0,3.9844,230700.0,<1H OCEAN +-118.35,33.89,25.0,1769.0,440.0,1371.0,414.0,3.0833,232700.0,<1H OCEAN +-118.35,33.88,36.0,1583.0,411.0,1097.0,350.0,4.0737,238200.0,<1H OCEAN +-118.34,33.88,42.0,725.0,183.0,493.0,172.0,3.2589,233300.0,<1H OCEAN +-118.35,33.88,44.0,822.0,180.0,480.0,177.0,4.4,225800.0,<1H OCEAN +-118.35,33.88,36.0,1567.0,362.0,1054.0,386.0,3.2594,233900.0,<1H OCEAN +-118.35,33.88,25.0,1459.0,362.0,1150.0,354.0,3.35,237500.0,<1H OCEAN +-118.3,33.74,40.0,1896.0,416.0,950.0,383.0,2.425,255000.0,NEAR OCEAN +-118.3,33.74,28.0,1065.0,215.0,887.0,217.0,3.9375,270500.0,NEAR OCEAN +-118.39,33.92,41.0,80.0,20.0,61.0,23.0,5.25,247200.0,<1H OCEAN +-118.4,33.92,25.0,1453.0,271.0,695.0,283.0,5.9499,345800.0,<1H OCEAN +-118.4,33.92,32.0,2828.0,629.0,1313.0,534.0,4.5987,363800.0,<1H OCEAN +-118.4,33.93,35.0,2217.0,447.0,1000.0,450.0,4.7319,376100.0,<1H OCEAN +-118.41,33.93,38.0,3328.0,625.0,1455.0,619.0,5.0596,363900.0,<1H OCEAN +-118.41,33.92,32.0,2590.0,607.0,1132.0,555.0,4.2333,358000.0,<1H OCEAN +-118.41,33.92,22.0,2340.0,584.0,1141.0,554.0,4.5729,337500.0,<1H OCEAN +-118.41,33.93,22.0,2514.0,605.0,1225.0,568.0,4.1818,339700.0,<1H OCEAN +-118.41,33.92,38.0,1437.0,272.0,590.0,250.0,5.2338,358000.0,<1H OCEAN +-118.41,33.92,29.0,1436.0,401.0,674.0,343.0,3.6389,275000.0,<1H OCEAN +-118.42,33.92,25.0,3521.0,852.0,1524.0,764.0,3.8086,361300.0,<1H OCEAN +-118.42,33.92,41.0,1621.0,279.0,756.0,277.0,5.0594,346000.0,<1H OCEAN +-118.42,33.93,39.0,2988.0,605.0,1466.0,610.0,4.9286,341400.0,<1H OCEAN +-118.42,33.93,28.0,4603.0,993.0,2191.0,943.0,4.5743,382200.0,<1H OCEAN +-118.42,33.9,29.0,1929.0,523.0,686.0,455.0,5.5347,500001.0,<1H OCEAN +-118.43,33.9,27.0,1536.0,377.0,553.0,326.0,5.4088,500001.0,<1H OCEAN +-118.4,33.9,34.0,2674.0,435.0,1087.0,431.0,7.3151,492200.0,<1H OCEAN +-118.4,33.9,37.0,2458.0,400.0,920.0,375.0,7.8924,500001.0,<1H OCEAN +-118.41,33.9,39.0,2311.0,404.0,1044.0,380.0,8.468,472100.0,<1H OCEAN +-118.41,33.9,39.0,2040.0,336.0,926.0,351.0,7.5552,500001.0,<1H OCEAN +-118.44,33.88,35.0,2020.0,451.0,724.0,399.0,6.6494,500001.0,NEAR OCEAN +-118.42,33.9,37.0,1576.0,345.0,662.0,340.0,5.308,500001.0,<1H OCEAN +-118.42,33.9,43.0,1394.0,321.0,552.0,296.0,5.9596,500001.0,<1H OCEAN +-118.41,33.89,31.0,1428.0,320.0,677.0,331.0,7.2316,500001.0,<1H OCEAN +-118.41,33.89,35.0,1194.0,292.0,507.0,295.0,9.0812,500001.0,<1H OCEAN +-118.41,33.89,38.0,4166.0,828.0,1600.0,770.0,6.3861,500001.0,<1H OCEAN +-118.41,33.89,34.0,2959.0,639.0,1143.0,593.0,6.348,500001.0,<1H OCEAN +-118.41,33.89,31.0,702.0,161.0,236.0,144.0,5.0497,500001.0,<1H OCEAN +-118.4,33.9,38.0,2868.0,466.0,1098.0,438.0,7.9059,477100.0,<1H OCEAN +-118.4,33.89,36.0,2334.0,430.0,1033.0,407.0,6.6321,481500.0,<1H OCEAN +-118.4,33.89,31.0,2926.0,492.0,1149.0,476.0,7.9611,500001.0,<1H OCEAN +-118.4,33.89,36.0,2127.0,314.0,807.0,306.0,8.1596,500001.0,<1H OCEAN +-118.39,33.9,7.0,4314.0,725.0,1699.0,718.0,8.2037,500001.0,<1H OCEAN +-118.38,33.89,35.0,1778.0,330.0,732.0,312.0,6.5745,379300.0,<1H OCEAN +-118.39,33.89,30.0,2532.0,464.0,1056.0,419.0,6.3434,460400.0,<1H OCEAN +-118.39,33.89,38.0,1851.0,332.0,750.0,314.0,7.3356,422700.0,<1H OCEAN +-118.39,33.89,40.0,826.0,143.0,389.0,147.0,7.1845,438100.0,<1H OCEAN +-118.36,33.89,40.0,756.0,122.0,371.0,130.0,5.0299,329200.0,<1H OCEAN +-118.36,33.88,44.0,1362.0,237.0,709.0,247.0,4.4271,336200.0,<1H OCEAN +-118.37,33.88,44.0,1325.0,245.0,669.0,253.0,4.4211,324000.0,<1H OCEAN +-118.37,33.88,21.0,966.0,172.0,417.0,158.0,5.5335,342600.0,<1H OCEAN +-118.38,33.88,33.0,1313.0,244.0,561.0,217.0,5.2999,359400.0,<1H OCEAN +-118.37,33.89,21.0,2696.0,548.0,1142.0,473.0,5.6091,356800.0,<1H OCEAN +-118.37,33.88,20.0,2439.0,474.0,1219.0,497.0,5.9619,335900.0,<1H OCEAN +-118.36,33.88,31.0,2518.0,543.0,1107.0,508.0,4.7404,295800.0,<1H OCEAN +-118.36,33.87,19.0,2512.0,575.0,1275.0,544.0,4.9375,293000.0,<1H OCEAN +-118.37,33.87,19.0,757.0,148.0,361.0,141.0,6.02,304200.0,<1H OCEAN +-118.37,33.88,27.0,1688.0,331.0,811.0,327.0,4.5357,334200.0,<1H OCEAN +-118.38,33.87,27.0,2287.0,491.0,1101.0,466.0,4.675,316900.0,<1H OCEAN +-118.38,33.88,27.0,3039.0,606.0,1421.0,564.0,5.5771,345500.0,<1H OCEAN +-118.37,33.88,26.0,2620.0,530.0,1282.0,525.0,4.4828,340700.0,<1H OCEAN +-118.36,33.87,17.0,1082.0,291.0,598.0,281.0,3.9868,281900.0,<1H OCEAN +-118.36,33.87,22.0,2114.0,541.0,1300.0,538.0,3.4208,290000.0,<1H OCEAN +-118.37,33.87,18.0,2516.0,485.0,1128.0,433.0,5.0114,338600.0,<1H OCEAN +-118.37,33.87,13.0,2907.0,726.0,1573.0,694.0,3.5048,294000.0,<1H OCEAN +-118.36,33.86,35.0,2126.0,434.0,1044.0,433.0,5.5456,297400.0,<1H OCEAN +-118.36,33.86,37.0,1768.0,314.0,802.0,290.0,5.0784,295900.0,<1H OCEAN +-118.36,33.86,34.0,1865.0,345.0,963.0,302.0,5.543,305900.0,<1H OCEAN +-118.37,33.86,28.0,2685.0,581.0,1243.0,529.0,4.119,324000.0,<1H OCEAN +-118.37,33.87,23.0,1829.0,331.0,891.0,356.0,6.5755,359900.0,<1H OCEAN +-118.38,33.87,21.0,4151.0,1018.0,2054.0,925.0,4.9821,292900.0,<1H OCEAN +-118.38,33.87,17.0,2791.0,579.0,1467.0,583.0,5.7415,321900.0,<1H OCEAN +-118.38,33.87,23.0,2387.0,418.0,1008.0,415.0,5.8518,337900.0,<1H OCEAN +-118.39,33.87,19.0,3303.0,584.0,1329.0,569.0,7.521,340400.0,<1H OCEAN +-118.38,33.86,12.0,4235.0,735.0,1798.0,683.0,6.4242,365500.0,<1H OCEAN +-118.38,33.86,29.0,2787.0,475.0,1182.0,444.0,6.7613,352700.0,<1H OCEAN +-118.38,33.86,24.0,3124.0,560.0,1312.0,542.0,6.3021,333800.0,<1H OCEAN +-118.38,33.86,15.0,1778.0,311.0,908.0,330.0,7.674,329300.0,<1H OCEAN +-118.38,33.87,33.0,1993.0,371.0,918.0,361.0,6.9021,337600.0,<1H OCEAN +-118.38,33.88,39.0,1489.0,282.0,743.0,270.0,4.8611,456100.0,<1H OCEAN +-118.38,33.88,34.0,1830.0,315.0,822.0,307.0,5.0602,453700.0,<1H OCEAN +-118.39,33.88,33.0,2496.0,387.0,1098.0,404.0,7.6685,474300.0,<1H OCEAN +-118.39,33.88,34.0,1973.0,367.0,843.0,345.0,6.077,472700.0,<1H OCEAN +-118.39,33.88,33.0,2543.0,439.0,1098.0,416.0,5.9683,495500.0,<1H OCEAN +-118.39,33.88,31.0,1448.0,244.0,607.0,259.0,8.1513,500001.0,<1H OCEAN +-118.39,33.88,35.0,1267.0,216.0,521.0,191.0,6.0441,470000.0,<1H OCEAN +-118.38,33.88,36.0,2501.0,443.0,1031.0,422.0,4.75,442100.0,<1H OCEAN +-118.4,33.88,36.0,3022.0,482.0,1278.0,494.0,7.2651,500001.0,<1H OCEAN +-118.4,33.88,36.0,1543.0,214.0,474.0,187.0,9.3399,500001.0,<1H OCEAN +-118.4,33.88,35.0,1753.0,296.0,615.0,275.0,7.5,500001.0,<1H OCEAN +-118.41,33.88,34.0,540.0,107.0,213.0,104.0,6.3403,500001.0,<1H OCEAN +-118.4,33.88,35.0,1060.0,191.0,444.0,196.0,8.0015,500001.0,<1H OCEAN +-118.41,33.88,43.0,2492.0,449.0,1033.0,437.0,7.9614,500001.0,<1H OCEAN +-118.41,33.88,40.0,925.0,254.0,371.0,227.0,5.2533,500001.0,<1H OCEAN +-118.41,33.88,34.0,1471.0,308.0,498.0,264.0,7.0842,500001.0,<1H OCEAN +-118.43,33.87,41.0,847.0,173.0,344.0,170.0,6.822,500001.0,NEAR OCEAN +-118.4,33.87,26.0,6712.0,1441.0,2803.0,1394.0,5.2276,434500.0,<1H OCEAN +-118.39,33.87,34.0,2395.0,469.0,1087.0,438.0,5.9683,394600.0,<1H OCEAN +-118.43,33.86,34.0,358.0,87.0,162.0,84.0,7.1264,500001.0,NEAR OCEAN +-118.4,33.88,42.0,1516.0,341.0,634.0,327.0,6.2356,472700.0,<1H OCEAN +-118.4,33.87,40.0,1679.0,372.0,719.0,385.0,6.435,479500.0,<1H OCEAN +-118.4,33.87,38.0,2398.0,431.0,911.0,392.0,5.2319,500001.0,<1H OCEAN +-118.4,33.87,45.0,2093.0,497.0,842.0,472.0,6.3231,500001.0,<1H OCEAN +-118.4,33.87,34.0,3145.0,786.0,1352.0,727.0,5.0976,469800.0,<1H OCEAN +-118.4,33.87,45.0,2181.0,505.0,965.0,471.0,5.3816,500001.0,<1H OCEAN +-118.39,33.86,34.0,2361.0,442.0,915.0,437.0,5.687,392400.0,<1H OCEAN +-118.39,33.86,28.0,3619.0,764.0,1735.0,789.0,6.1404,368400.0,<1H OCEAN +-118.39,33.86,24.0,2386.0,582.0,1152.0,568.0,4.8971,400700.0,<1H OCEAN +-118.4,33.86,18.0,5152.0,1365.0,2286.0,1243.0,5.1677,380800.0,<1H OCEAN +-118.4,33.85,29.0,2085.0,533.0,919.0,489.0,5.6017,430000.0,<1H OCEAN +-118.4,33.86,41.0,2237.0,597.0,938.0,523.0,4.7105,500001.0,<1H OCEAN +-118.42,33.85,43.0,1584.0,477.0,799.0,433.0,5.0322,435000.0,NEAR OCEAN +-118.38,33.85,28.0,4430.0,928.0,2131.0,885.0,4.9384,378100.0,<1H OCEAN +-118.38,33.85,31.0,3533.0,729.0,1647.0,679.0,5.5843,384600.0,<1H OCEAN +-118.39,33.85,24.0,4373.0,871.0,1830.0,824.0,5.7128,366200.0,<1H OCEAN +-118.41,33.85,16.0,6123.0,1989.0,2853.0,1789.0,4.425,336400.0,NEAR OCEAN +-118.39,33.85,17.0,1610.0,379.0,670.0,341.0,4.3594,349000.0,<1H OCEAN +-118.38,33.84,25.0,5775.0,1149.0,2637.0,1117.0,5.4968,379800.0,<1H OCEAN +-118.38,33.83,20.0,2270.0,498.0,1070.0,521.0,4.4615,384800.0,<1H OCEAN +-118.38,33.83,40.0,3070.0,570.0,1264.0,506.0,5.1626,432700.0,<1H OCEAN +-118.38,33.84,26.0,2869.0,567.0,1157.0,538.0,6.0382,355300.0,<1H OCEAN +-118.39,33.84,16.0,2472.0,572.0,965.0,529.0,5.137,348600.0,<1H OCEAN +-118.43,33.83,19.0,6206.0,1611.0,2455.0,1472.0,5.145,420200.0,NEAR OCEAN +-118.39,33.83,32.0,2075.0,539.0,954.0,519.0,5.637,500001.0,NEAR OCEAN +-118.39,33.82,30.0,3433.0,918.0,1526.0,828.0,4.5817,500001.0,NEAR OCEAN +-118.43,33.82,34.0,2112.0,614.0,946.0,574.0,4.6048,500001.0,NEAR OCEAN +-118.37,33.82,32.0,2815.0,607.0,1338.0,609.0,4.5687,381200.0,<1H OCEAN +-118.38,33.82,35.0,3053.0,623.0,1311.0,589.0,5.1589,439200.0,NEAR OCEAN +-118.38,33.82,38.0,1318.0,237.0,547.0,225.0,6.0308,416700.0,NEAR OCEAN +-118.38,33.83,35.0,2152.0,454.0,902.0,414.0,4.5179,427200.0,<1H OCEAN +-118.31,33.88,33.0,2147.0,505.0,1371.0,498.0,2.4219,260700.0,<1H OCEAN +-118.32,33.87,28.0,3763.0,762.0,1967.0,724.0,5.3244,271900.0,<1H OCEAN +-118.32,33.88,35.0,1818.0,339.0,828.0,319.0,4.3036,282100.0,<1H OCEAN +-118.32,33.88,34.0,1803.0,341.0,947.0,333.0,5.5538,280300.0,<1H OCEAN +-118.32,33.88,37.0,1402.0,254.0,722.0,251.0,6.4781,269000.0,<1H OCEAN +-118.33,33.88,30.0,1856.0,444.0,899.0,435.0,3.1505,270000.0,<1H OCEAN +-118.33,33.88,36.0,1271.0,346.0,811.0,345.0,3.2417,283300.0,<1H OCEAN +-118.33,33.87,44.0,724.0,133.0,373.0,133.0,3.9167,265600.0,<1H OCEAN +-118.34,33.87,28.0,4605.0,1188.0,2558.0,1093.0,3.6988,266600.0,<1H OCEAN +-118.34,33.88,31.0,3122.0,727.0,1885.0,715.0,3.8657,298400.0,<1H OCEAN +-118.31,33.87,27.0,3348.0,695.0,1545.0,625.0,4.7543,296300.0,<1H OCEAN +-118.31,33.86,29.0,2243.0,361.0,1051.0,352.0,6.6632,325200.0,<1H OCEAN +-118.32,33.86,32.0,3485.0,678.0,1715.0,649.0,4.6563,291700.0,<1H OCEAN +-118.32,33.87,35.0,2380.0,404.0,1212.0,422.0,5.6254,283800.0,<1H OCEAN +-118.34,33.87,34.0,1069.0,217.0,601.0,212.0,4.6406,255900.0,<1H OCEAN +-118.33,33.87,36.0,2219.0,406.0,1219.0,403.0,4.2614,267100.0,<1H OCEAN +-118.33,33.87,35.0,743.0,128.0,385.0,137.0,6.4891,278100.0,<1H OCEAN +-118.32,33.86,34.0,495.0,90.0,269.0,93.0,6.4391,252300.0,<1H OCEAN +-118.33,33.86,38.0,914.0,176.0,519.0,174.0,6.0335,255400.0,<1H OCEAN +-118.33,33.86,36.0,854.0,160.0,473.0,150.0,6.3992,259600.0,<1H OCEAN +-118.33,33.86,38.0,1059.0,218.0,561.0,205.0,4.0,248600.0,<1H OCEAN +-118.34,33.86,36.0,2223.0,360.0,1162.0,376.0,5.259,279400.0,<1H OCEAN +-118.34,33.86,35.0,1936.0,343.0,1008.0,346.0,5.4791,285900.0,<1H OCEAN +-118.34,33.87,28.0,2948.0,566.0,1445.0,524.0,5.3743,286500.0,<1H OCEAN +-118.35,33.87,37.0,1420.0,286.0,886.0,290.0,4.5833,261300.0,<1H OCEAN +-118.35,33.87,34.0,2823.0,500.0,1429.0,483.0,5.5,279600.0,<1H OCEAN +-118.35,33.87,28.0,2319.0,579.0,1369.0,564.0,3.6169,257000.0,<1H OCEAN +-118.35,33.86,28.0,2075.0,463.0,1216.0,446.0,3.9732,281500.0,<1H OCEAN +-118.35,33.86,24.0,2139.0,481.0,971.0,418.0,4.3859,271300.0,<1H OCEAN +-118.34,33.84,36.0,1561.0,252.0,740.0,253.0,6.2778,309700.0,<1H OCEAN +-118.33,33.84,36.0,1364.0,251.0,668.0,245.0,5.3131,314100.0,<1H OCEAN +-118.34,33.84,36.0,1407.0,231.0,676.0,231.0,5.269,331900.0,<1H OCEAN +-118.34,33.83,34.0,1761.0,329.0,965.0,329.0,5.399,358500.0,<1H OCEAN +-118.34,33.83,35.0,1818.0,353.0,853.0,321.0,5.8972,350900.0,<1H OCEAN +-118.36,33.86,37.0,1249.0,218.0,583.0,214.0,5.7422,330700.0,<1H OCEAN +-118.35,33.85,34.0,1770.0,291.0,916.0,289.0,5.0,354200.0,<1H OCEAN +-118.35,33.85,35.0,1248.0,206.0,551.0,185.0,5.6426,348200.0,<1H OCEAN +-118.36,33.85,36.0,1390.0,230.0,683.0,219.0,4.8906,334400.0,<1H OCEAN +-118.36,33.86,36.0,681.0,122.0,360.0,128.0,5.2799,332600.0,<1H OCEAN +-118.37,33.85,34.0,2415.0,404.0,1278.0,414.0,6.1599,341200.0,<1H OCEAN +-118.36,33.85,34.0,1086.0,197.0,509.0,158.0,6.1133,349300.0,<1H OCEAN +-118.37,33.85,25.0,5622.0,998.0,2537.0,1009.0,5.785,395300.0,<1H OCEAN +-118.35,33.84,22.0,13133.0,3680.0,7180.0,3522.0,3.5414,354700.0,<1H OCEAN +-118.36,33.84,22.0,11016.0,3170.0,6664.0,2838.0,3.703,361300.0,<1H OCEAN +-118.37,33.85,29.0,3662.0,586.0,1626.0,611.0,6.3974,410000.0,<1H OCEAN +-118.37,33.84,27.0,3245.0,605.0,1572.0,556.0,5.3773,379000.0,<1H OCEAN +-118.35,33.83,36.0,1102.0,193.0,522.0,172.0,6.1187,342000.0,<1H OCEAN +-118.36,33.83,36.0,1660.0,300.0,943.0,300.0,5.1984,353600.0,<1H OCEAN +-118.36,33.84,35.0,1577.0,279.0,743.0,274.0,5.7654,343000.0,<1H OCEAN +-118.37,33.84,35.0,1792.0,322.0,978.0,326.0,4.9583,342800.0,<1H OCEAN +-118.36,33.83,35.0,1378.0,247.0,645.0,217.0,5.9143,343400.0,<1H OCEAN +-118.36,33.83,35.0,2828.0,487.0,1439.0,490.0,5.6013,350200.0,<1H OCEAN +-118.37,33.83,35.0,1207.0,207.0,601.0,213.0,4.7308,353400.0,<1H OCEAN +-118.37,33.84,32.0,1751.0,328.0,819.0,323.0,6.7105,339000.0,<1H OCEAN +-118.33,33.83,5.0,13038.0,2679.0,5272.0,2523.0,5.5023,286400.0,<1H OCEAN +-118.32,33.85,42.0,3146.0,770.0,1859.0,740.0,3.5073,234800.0,<1H OCEAN +-118.31,33.84,52.0,1819.0,464.0,1068.0,424.0,3.625,270700.0,<1H OCEAN +-118.32,33.83,51.0,2399.0,516.0,1160.0,514.0,3.8456,318900.0,<1H OCEAN +-118.32,33.84,42.0,1486.0,420.0,897.0,377.0,1.6228,376100.0,<1H OCEAN +-118.31,33.83,50.0,696.0,311.0,382.0,234.0,2.775,225000.0,<1H OCEAN +-118.31,33.83,45.0,2929.0,755.0,1635.0,652.0,2.9375,273000.0,<1H OCEAN +-118.31,33.82,35.0,3462.0,814.0,1902.0,700.0,3.402,279900.0,<1H OCEAN +-118.32,33.83,19.0,3792.0,790.0,2105.0,834.0,5.2363,310000.0,<1H OCEAN +-118.31,33.82,39.0,2198.0,425.0,1160.0,436.0,4.1406,323700.0,<1H OCEAN +-118.31,33.82,26.0,2345.0,408.0,1195.0,377.0,5.4925,361700.0,<1H OCEAN +-118.31,33.81,23.0,3942.0,748.0,1679.0,711.0,4.1169,362600.0,<1H OCEAN +-118.31,33.81,30.0,1773.0,356.0,905.0,352.0,4.3056,336000.0,<1H OCEAN +-118.32,33.82,25.0,2587.0,512.0,1219.0,509.0,4.4271,382100.0,<1H OCEAN +-118.32,33.82,22.0,2508.0,402.0,1254.0,395.0,7.0935,379500.0,<1H OCEAN +-118.32,33.81,28.0,2142.0,445.0,1140.0,422.0,4.8438,346200.0,<1H OCEAN +-118.32,33.81,27.0,2113.0,380.0,1109.0,360.0,4.7062,357000.0,<1H OCEAN +-118.33,33.82,26.0,5591.0,934.0,2824.0,939.0,6.5861,417800.0,<1H OCEAN +-118.34,33.8,25.0,4177.0,832.0,2123.0,789.0,5.0814,446800.0,<1H OCEAN +-118.35,33.82,28.0,7591.0,1710.0,3420.0,1635.0,4.0708,328900.0,<1H OCEAN +-118.36,33.82,36.0,1784.0,311.0,901.0,293.0,6.2247,339000.0,<1H OCEAN +-118.37,33.82,39.0,2794.0,444.0,1319.0,441.0,5.878,387800.0,<1H OCEAN +-118.37,33.82,36.0,2463.0,447.0,1125.0,424.0,6.0176,352700.0,<1H OCEAN +-118.37,33.82,36.0,2416.0,394.0,1115.0,386.0,6.256,366900.0,<1H OCEAN +-118.36,33.82,36.0,1083.0,187.0,522.0,187.0,5.7765,339500.0,<1H OCEAN +-118.36,33.82,26.0,5166.0,1313.0,2738.0,1239.0,3.3565,360800.0,<1H OCEAN +-118.36,33.82,28.0,67.0,15.0,49.0,11.0,6.1359,330000.0,<1H OCEAN +-118.36,33.81,25.0,9042.0,2022.0,4458.0,1944.0,4.5592,378800.0,<1H OCEAN +-118.36,33.81,26.0,1575.0,300.0,881.0,309.0,5.1778,359900.0,<1H OCEAN +-118.37,33.81,36.0,2031.0,339.0,817.0,337.0,5.1271,458300.0,NEAR OCEAN +-118.38,33.81,33.0,2349.0,407.0,954.0,373.0,6.4956,483600.0,NEAR OCEAN +-118.38,33.81,20.0,1975.0,306.0,703.0,292.0,8.5491,410300.0,NEAR OCEAN +-118.44,33.81,33.0,3994.0,990.0,1647.0,931.0,5.0106,500001.0,NEAR OCEAN +-118.38,33.82,34.0,1822.0,364.0,750.0,366.0,5.9907,500001.0,NEAR OCEAN +-118.36,33.81,34.0,2211.0,502.0,1113.0,488.0,4.7026,356800.0,<1H OCEAN +-118.37,33.81,33.0,5057.0,790.0,2021.0,748.0,6.8553,482200.0,NEAR OCEAN +-118.37,33.81,36.0,1283.0,209.0,563.0,209.0,6.9296,500001.0,NEAR OCEAN +-118.38,33.81,41.0,1889.0,301.0,802.0,278.0,6.015,488500.0,NEAR OCEAN +-118.38,33.81,39.0,2400.0,373.0,877.0,372.0,5.7361,500001.0,NEAR OCEAN +-118.39,33.81,35.0,1008.0,165.0,391.0,167.0,3.7778,487500.0,NEAR OCEAN +-118.38,33.81,36.0,1018.0,148.0,329.0,169.0,10.5045,500001.0,NEAR OCEAN +-118.33,33.79,29.0,4389.0,873.0,2069.0,901.0,4.1071,365600.0,<1H OCEAN +-118.34,33.79,36.0,716.0,123.0,388.0,124.0,5.0254,350000.0,<1H OCEAN +-118.34,33.8,34.0,1730.0,427.0,1008.0,393.0,3.9408,327700.0,<1H OCEAN +-118.34,33.8,33.0,2194.0,469.0,987.0,397.0,5.0951,318900.0,<1H OCEAN +-118.35,33.8,32.0,1434.0,296.0,672.0,285.0,4.875,311700.0,<1H OCEAN +-118.35,33.8,19.0,6224.0,1105.0,3152.0,1076.0,5.9541,500001.0,<1H OCEAN +-118.31,33.8,29.0,2795.0,572.0,1469.0,557.0,3.7167,308900.0,<1H OCEAN +-118.32,33.8,29.0,3254.0,717.0,1593.0,680.0,4.0536,285800.0,<1H OCEAN +-118.31,33.79,35.0,2290.0,563.0,1374.0,530.0,3.2472,254700.0,<1H OCEAN +-118.31,33.8,31.0,4464.0,991.0,2420.0,947.0,4.0425,277900.0,<1H OCEAN +-118.32,33.8,39.0,1415.0,298.0,729.0,278.0,3.1648,244800.0,<1H OCEAN +-118.32,33.79,35.0,2924.0,658.0,1675.0,602.0,3.8287,279900.0,<1H OCEAN +-118.32,33.79,32.0,2381.0,467.0,1264.0,488.0,4.1477,315100.0,<1H OCEAN +-118.32,33.8,29.0,4317.0,1037.0,2102.0,959.0,3.1275,286400.0,<1H OCEAN +-118.31,33.79,38.0,1601.0,352.0,711.0,304.0,3.3958,250000.0,<1H OCEAN +-118.31,33.78,30.0,4573.0,819.0,2411.0,819.0,3.5804,383800.0,<1H OCEAN +-118.32,33.79,21.0,6638.0,1634.0,3240.0,1568.0,3.6797,271100.0,<1H OCEAN +-118.34,33.78,25.0,11016.0,1626.0,4168.0,1584.0,8.1782,500001.0,NEAR OCEAN +-118.36,33.79,34.0,5166.0,704.0,2071.0,668.0,8.3609,500001.0,NEAR OCEAN +-118.37,33.79,36.0,1596.0,234.0,654.0,223.0,8.2064,500001.0,NEAR OCEAN +-118.36,33.8,38.0,2553.0,400.0,1042.0,393.0,6.9742,500001.0,NEAR OCEAN +-118.36,33.8,34.0,2629.0,369.0,966.0,375.0,10.1241,500001.0,NEAR OCEAN +-118.38,33.8,36.0,4421.0,702.0,1433.0,624.0,8.0838,500001.0,NEAR OCEAN +-118.45,33.8,31.0,4803.0,575.0,1490.0,577.0,11.9993,500001.0,NEAR OCEAN +-118.39,33.79,30.0,4402.0,563.0,1582.0,551.0,10.898,500001.0,NEAR OCEAN +-118.4,33.78,24.0,4787.0,562.0,1653.0,548.0,12.9758,500001.0,NEAR OCEAN +-118.44,33.79,27.0,2141.0,260.0,635.0,240.0,11.6648,500001.0,NEAR OCEAN +-118.41,33.77,22.0,7554.0,991.0,2808.0,946.0,10.06,500001.0,NEAR OCEAN +-118.46,33.77,28.0,3065.0,406.0,1101.0,391.0,10.5536,500001.0,NEAR OCEAN +-118.42,33.78,36.0,2093.0,303.0,802.0,300.0,8.0957,500001.0,NEAR OCEAN +-118.37,33.77,26.0,6339.0,876.0,2540.0,880.0,10.1447,500001.0,NEAR OCEAN +-118.38,33.77,21.0,11353.0,1537.0,4649.0,1504.0,9.821,500001.0,NEAR OCEAN +-118.38,33.77,17.0,10950.0,2207.0,4713.0,2043.0,6.3064,418300.0,NEAR OCEAN +-118.38,33.79,32.0,10445.0,1620.0,4474.0,1576.0,7.7042,500001.0,NEAR OCEAN +-118.4,33.78,26.0,5005.0,776.0,2357.0,790.0,8.5421,500001.0,NEAR OCEAN +-118.42,33.75,22.0,17591.0,2604.0,6897.0,2492.0,8.2831,500001.0,NEAR OCEAN +-118.34,33.76,34.0,5586.0,674.0,1871.0,636.0,15.0001,500001.0,NEAR OCEAN +-118.35,33.74,25.0,8272.0,1132.0,3392.0,1132.0,10.0973,500001.0,NEAR OCEAN +-118.38,33.75,23.0,8277.0,1290.0,3176.0,1159.0,7.6986,500001.0,NEAR OCEAN +-118.39,33.71,18.0,1193.0,233.0,475.0,228.0,7.5594,500001.0,NEAR OCEAN +-118.41,33.75,4.0,311.0,51.0,128.0,46.0,9.8091,500001.0,NEAR OCEAN +-118.31,33.77,20.0,5776.0,956.0,2757.0,936.0,6.6447,416800.0,<1H OCEAN +-118.31,33.76,26.0,4486.0,709.0,1873.0,719.0,6.5704,414700.0,<1H OCEAN +-118.31,33.75,36.0,2715.0,474.0,1303.0,457.0,4.6042,357300.0,NEAR OCEAN +-118.31,33.75,34.0,2338.0,393.0,1031.0,373.0,6.287,396400.0,NEAR OCEAN +-118.33,33.77,33.0,4244.0,595.0,1534.0,557.0,9.8214,500001.0,NEAR OCEAN +-118.32,33.75,33.0,2996.0,398.0,1048.0,387.0,9.267,500001.0,NEAR OCEAN +-118.32,33.75,37.0,1080.0,135.0,366.0,142.0,11.6677,500001.0,NEAR OCEAN +-118.32,33.74,24.0,6097.0,794.0,2248.0,806.0,10.1357,500001.0,NEAR OCEAN +-118.32,33.77,37.0,627.0,95.0,259.0,106.0,6.887,500001.0,<1H OCEAN +-118.34,34.09,37.0,1442.0,501.0,998.0,503.0,2.4432,200000.0,<1H OCEAN +-118.35,34.09,35.0,1989.0,634.0,1108.0,593.0,1.6081,288900.0,<1H OCEAN +-118.35,34.09,35.0,2705.0,785.0,1526.0,793.0,3.0349,266700.0,<1H OCEAN +-118.35,34.09,35.0,2234.0,689.0,1334.0,662.0,2.5444,236100.0,<1H OCEAN +-118.36,34.09,34.0,2832.0,883.0,1594.0,843.0,1.7558,312500.0,<1H OCEAN +-118.36,34.09,36.0,1616.0,465.0,773.0,429.0,2.6,313600.0,<1H OCEAN +-118.36,34.09,33.0,3463.0,1170.0,1845.0,1134.0,2.0205,243800.0,<1H OCEAN +-118.36,34.09,30.0,2353.0,728.0,1365.0,718.0,2.0702,283300.0,<1H OCEAN +-118.36,34.1,37.0,7097.0,2010.0,2913.0,1939.0,2.875,300000.0,<1H OCEAN +-118.36,34.09,36.0,1390.0,458.0,874.0,468.0,2.5812,200000.0,<1H OCEAN +-118.36,34.09,28.0,1111.0,300.0,526.0,294.0,2.6136,383300.0,<1H OCEAN +-118.37,34.09,38.0,1349.0,344.0,547.0,309.0,3.2159,383300.0,<1H OCEAN +-118.37,34.09,38.0,4408.0,1295.0,1690.0,1229.0,3.0156,300000.0,<1H OCEAN +-118.37,34.09,33.0,3180.0,865.0,1347.0,841.0,4.0651,500001.0,<1H OCEAN +-118.37,34.09,31.0,6348.0,1827.0,2559.0,1755.0,3.2818,225000.0,<1H OCEAN +-118.37,34.09,22.0,4247.0,1253.0,1766.0,1170.0,3.1517,341700.0,<1H OCEAN +-118.37,34.09,24.0,630.0,172.0,257.0,147.0,5.5224,400000.0,<1H OCEAN +-118.37,34.08,28.0,4376.0,1202.0,1847.0,1128.0,2.6713,312500.0,<1H OCEAN +-118.38,34.08,52.0,1479.0,360.0,652.0,346.0,2.945,431400.0,<1H OCEAN +-118.38,34.08,30.0,4524.0,1312.0,1910.0,1243.0,2.8889,335300.0,<1H OCEAN +-118.39,34.08,52.0,1244.0,304.0,444.0,282.0,3.5114,430800.0,<1H OCEAN +-118.38,34.08,48.0,1226.0,288.0,370.0,264.0,3.9375,450000.0,<1H OCEAN +-118.38,34.09,24.0,8264.0,2437.0,3148.0,2274.0,3.5659,281300.0,<1H OCEAN +-118.38,34.09,28.0,4001.0,1352.0,1799.0,1220.0,2.5784,272900.0,<1H OCEAN +-118.39,34.09,27.0,4312.0,1214.0,1634.0,1097.0,3.6207,362500.0,<1H OCEAN +-118.39,34.09,28.0,2347.0,608.0,785.0,548.0,4.4167,425000.0,<1H OCEAN +-118.39,34.08,28.0,833.0,230.0,349.0,210.0,3.067,375000.0,<1H OCEAN +-118.4,34.1,27.0,3979.0,510.0,1351.0,520.0,15.0001,500001.0,<1H OCEAN +-118.4,34.09,45.0,2686.0,283.0,857.0,259.0,15.0001,500001.0,<1H OCEAN +-118.39,34.08,52.0,3759.0,464.0,1407.0,422.0,15.0001,500001.0,<1H OCEAN +-118.4,34.08,52.0,3815.0,439.0,1266.0,413.0,15.0001,500001.0,<1H OCEAN +-118.41,34.09,37.0,2716.0,302.0,809.0,291.0,15.0001,500001.0,<1H OCEAN +-118.42,34.09,40.0,3552.0,392.0,1024.0,370.0,15.0001,500001.0,<1H OCEAN +-118.42,34.08,48.0,2413.0,261.0,770.0,248.0,15.0001,500001.0,<1H OCEAN +-118.41,34.07,52.0,3562.0,394.0,1163.0,361.0,15.0001,500001.0,<1H OCEAN +-118.41,34.07,52.0,1202.0,142.0,408.0,138.0,15.0001,500001.0,<1H OCEAN +-118.38,34.07,48.0,2799.0,596.0,1235.0,561.0,4.4896,500001.0,<1H OCEAN +-118.39,34.07,33.0,5301.0,1281.0,2243.0,1159.0,4.2386,500001.0,<1H OCEAN +-118.39,34.07,45.0,3143.0,553.0,1153.0,564.0,5.7762,500001.0,<1H OCEAN +-118.39,34.08,27.0,6605.0,1710.0,2665.0,1520.0,3.8088,500001.0,<1H OCEAN +-118.4,34.07,22.0,2170.0,593.0,850.0,520.0,2.9107,500001.0,<1H OCEAN +-118.37,34.06,36.0,1661.0,395.0,690.0,365.0,3.3438,500001.0,<1H OCEAN +-118.38,34.06,50.0,1509.0,291.0,690.0,259.0,6.2344,500001.0,<1H OCEAN +-118.39,34.06,52.0,1213.0,194.0,503.0,194.0,8.0095,500001.0,<1H OCEAN +-118.38,34.06,52.0,1311.0,217.0,578.0,205.0,7.6771,500001.0,<1H OCEAN +-118.39,34.06,43.0,1879.0,397.0,873.0,382.0,3.8158,500001.0,<1H OCEAN +-118.39,34.06,37.0,2975.0,705.0,1291.0,654.0,5.3316,500001.0,<1H OCEAN +-118.39,34.06,39.0,3299.0,831.0,1649.0,759.0,3.3295,500001.0,<1H OCEAN +-118.4,34.06,37.0,3781.0,873.0,1725.0,838.0,4.1455,500001.0,<1H OCEAN +-118.4,34.06,47.0,3652.0,967.0,1438.0,887.0,3.6964,500001.0,<1H OCEAN +-118.4,34.06,52.0,1871.0,326.0,646.0,284.0,8.2961,500001.0,<1H OCEAN +-118.4,34.06,52.0,2501.0,362.0,748.0,349.0,6.6343,500001.0,<1H OCEAN +-118.41,34.06,43.0,2665.0,556.0,1015.0,506.0,4.1411,500001.0,<1H OCEAN +-118.41,34.06,43.0,4994.0,1057.0,1830.0,969.0,5.5321,500001.0,<1H OCEAN +-118.41,34.07,47.0,2979.0,626.0,1076.0,571.0,3.9904,500001.0,<1H OCEAN +-118.45,34.06,52.0,204.0,34.0,1154.0,28.0,9.337,500001.0,<1H OCEAN +-118.49,34.05,52.0,2416.0,291.0,810.0,270.0,13.8556,500001.0,<1H OCEAN +-118.49,34.04,50.0,2597.0,340.0,964.0,339.0,13.3036,500001.0,<1H OCEAN +-118.49,34.04,48.0,2381.0,345.0,859.0,306.0,8.0257,500001.0,<1H OCEAN +-118.5,34.04,52.0,3000.0,374.0,1143.0,375.0,15.0001,500001.0,<1H OCEAN +-118.5,34.04,52.0,2233.0,317.0,769.0,277.0,8.3839,500001.0,<1H OCEAN +-118.49,34.04,31.0,4066.0,951.0,1532.0,868.0,4.8125,500001.0,<1H OCEAN +-118.49,34.03,30.0,4061.0,927.0,1487.0,865.0,4.1827,435100.0,<1H OCEAN +-118.51,34.04,40.0,1382.0,167.0,483.0,178.0,11.7045,500001.0,<1H OCEAN +-118.5,34.03,52.0,1506.0,208.0,547.0,186.0,7.8705,500001.0,<1H OCEAN +-118.5,34.03,52.0,1711.0,245.0,671.0,242.0,7.7572,500001.0,<1H OCEAN +-118.5,34.03,44.0,2146.0,394.0,851.0,355.0,6.48,500001.0,<1H OCEAN +-118.51,34.03,37.0,4072.0,905.0,1468.0,923.0,3.8571,500001.0,<1H OCEAN +-118.52,34.02,24.0,7418.0,1755.0,2713.0,1577.0,5.0867,500001.0,<1H OCEAN +-118.49,34.03,31.0,4949.0,1293.0,1985.0,1244.0,4.252,436700.0,<1H OCEAN +-118.5,34.03,32.0,6365.0,1784.0,2767.0,1698.0,3.6451,383300.0,<1H OCEAN +-118.5,34.02,28.0,5109.0,1482.0,2313.0,1451.0,3.3266,483300.0,<1H OCEAN +-118.5,34.02,24.0,2924.0,1013.0,1492.0,943.0,2.775,291700.0,<1H OCEAN +-118.5,34.02,35.0,2914.0,934.0,1334.0,870.0,2.9934,350000.0,<1H OCEAN +-118.52,34.01,25.0,2757.0,738.0,1014.0,633.0,3.1433,500001.0,<1H OCEAN +-118.49,34.03,32.0,3851.0,900.0,1456.0,836.0,4.5208,442100.0,<1H OCEAN +-118.49,34.03,31.0,3155.0,808.0,1208.0,745.0,3.6769,450000.0,<1H OCEAN +-118.49,34.02,27.0,4725.0,1185.0,1945.0,1177.0,4.1365,470800.0,<1H OCEAN +-118.48,34.03,32.0,1793.0,476.0,1143.0,448.0,2.8981,353600.0,<1H OCEAN +-118.49,34.02,28.0,2545.0,752.0,1548.0,679.0,2.9125,475000.0,<1H OCEAN +-118.49,34.02,29.0,2709.0,799.0,1238.0,793.0,3.1563,330000.0,<1H OCEAN +-118.48,34.04,47.0,1956.0,277.0,724.0,277.0,8.9616,500001.0,<1H OCEAN +-118.48,34.04,49.0,3780.0,741.0,1435.0,690.0,4.3158,500001.0,<1H OCEAN +-118.48,34.04,40.0,1395.0,285.0,610.0,262.0,3.9659,500001.0,<1H OCEAN +-118.48,34.04,36.0,2539.0,535.0,979.0,500.0,3.6667,500001.0,<1H OCEAN +-118.47,34.04,32.0,2909.0,748.0,1310.0,706.0,4.516,350000.0,<1H OCEAN +-118.47,34.03,32.0,3024.0,784.0,1323.0,740.0,3.3889,347900.0,<1H OCEAN +-118.48,34.03,39.0,1530.0,401.0,1074.0,375.0,3.5076,381800.0,<1H OCEAN +-118.47,34.03,29.0,3287.0,882.0,1523.0,823.0,3.7381,290600.0,<1H OCEAN +-118.47,34.03,31.0,2642.0,681.0,1303.0,625.0,3.5987,340500.0,<1H OCEAN +-118.48,34.03,19.0,902.0,284.0,414.0,272.0,1.3333,310000.0,<1H OCEAN +-118.48,34.02,22.0,1249.0,483.0,1106.0,481.0,2.5261,375000.0,<1H OCEAN +-118.48,34.02,29.0,1585.0,542.0,1019.0,487.0,2.7072,375000.0,<1H OCEAN +-118.49,34.02,30.0,2075.0,687.0,1026.0,592.0,3.1635,366700.0,<1H OCEAN +-118.46,34.03,27.0,1965.0,631.0,1042.0,596.0,2.75,327300.0,<1H OCEAN +-118.46,34.03,39.0,1244.0,283.0,886.0,284.0,3.125,325000.0,<1H OCEAN +-118.46,34.03,52.0,523.0,,317.0,130.0,2.2794,337500.0,<1H OCEAN +-118.46,34.02,29.0,2329.0,833.0,1953.0,800.0,2.6639,233300.0,<1H OCEAN +-118.47,34.02,38.0,2163.0,651.0,1759.0,584.0,2.3382,297500.0,<1H OCEAN +-118.48,34.02,11.0,72.0,16.0,150.0,20.0,2.625,250000.0,<1H OCEAN +-118.47,34.02,35.0,3057.0,774.0,2223.0,732.0,2.0745,332500.0,<1H OCEAN +-118.48,34.02,30.0,2027.0,609.0,1425.0,562.0,2.2917,330800.0,<1H OCEAN +-118.48,34.02,25.0,1583.0,460.0,983.0,422.0,2.7019,293800.0,<1H OCEAN +-118.49,34.02,28.0,1394.0,582.0,716.0,543.0,1.5132,450000.0,<1H OCEAN +-118.49,34.01,28.0,651.0,252.0,333.0,174.0,1.9722,500001.0,<1H OCEAN +-118.51,34.0,52.0,1241.0,502.0,679.0,459.0,2.3098,500001.0,<1H OCEAN +-118.48,34.01,31.0,2851.0,804.0,1410.0,782.0,4.0893,381500.0,<1H OCEAN +-118.48,34.0,41.0,2584.0,743.0,1058.0,668.0,3.2061,370000.0,<1H OCEAN +-118.48,34.01,30.0,3078.0,954.0,1561.0,901.0,3.4852,425000.0,<1H OCEAN +-118.49,34.0,32.0,3407.0,1071.0,1463.0,986.0,3.0369,500001.0,<1H OCEAN +-118.48,34.01,31.0,1829.0,458.0,719.0,392.0,4.4,353800.0,<1H OCEAN +-118.47,34.0,28.0,1259.0,302.0,668.0,280.0,4.2813,384400.0,<1H OCEAN +-118.47,34.0,42.0,1271.0,301.0,574.0,312.0,3.1304,340500.0,<1H OCEAN +-118.48,34.0,25.0,4149.0,1067.0,1749.0,1000.0,3.9722,450000.0,<1H OCEAN +-118.48,34.0,29.0,1727.0,479.0,741.0,431.0,3.6121,500000.0,<1H OCEAN +-118.48,34.0,52.0,1359.0,395.0,521.0,368.0,2.6736,500001.0,<1H OCEAN +-118.5,33.99,22.0,3484.0,975.0,1268.0,952.0,3.2609,500001.0,<1H OCEAN +-118.47,34.02,41.0,2136.0,549.0,986.0,557.0,2.7254,444400.0,<1H OCEAN +-118.47,34.01,44.0,2175.0,475.0,1019.0,448.0,4.793,470800.0,<1H OCEAN +-118.47,34.01,41.0,2704.0,557.0,1047.0,478.0,4.4211,462900.0,<1H OCEAN +-118.48,34.01,40.0,2198.0,611.0,1023.0,567.0,3.755,398300.0,<1H OCEAN +-118.47,34.01,41.0,752.0,201.0,482.0,207.0,2.5417,418200.0,<1H OCEAN +-118.46,34.01,48.0,1640.0,322.0,664.0,301.0,4.0,500001.0,<1H OCEAN +-118.46,34.01,46.0,1379.0,239.0,688.0,269.0,6.8901,500001.0,<1H OCEAN +-118.47,34.01,44.0,2017.0,343.0,958.0,382.0,6.1014,480100.0,<1H OCEAN +-118.47,34.01,43.0,1160.0,304.0,393.0,250.0,2.9167,461100.0,<1H OCEAN +-118.47,34.01,27.0,1782.0,471.0,837.0,422.0,3.7727,413000.0,<1H OCEAN +-118.45,34.02,41.0,2956.0,700.0,1212.0,645.0,3.4583,421900.0,<1H OCEAN +-118.45,34.02,45.0,1230.0,201.0,565.0,219.0,6.3521,493400.0,<1H OCEAN +-118.46,34.02,45.0,3803.0,970.0,1690.0,871.0,3.0476,456200.0,<1H OCEAN +-118.46,34.02,46.0,2571.0,502.0,1225.0,501.0,6.0436,473000.0,<1H OCEAN +-118.46,34.02,39.0,3599.0,776.0,1569.0,763.0,5.2571,405400.0,<1H OCEAN +-118.37,34.03,39.0,213.0,44.0,138.0,52.0,2.125,196400.0,<1H OCEAN +-118.38,34.03,44.0,1913.0,441.0,1295.0,432.0,3.9537,266400.0,<1H OCEAN +-118.38,34.02,45.0,2098.0,486.0,1343.0,481.0,3.9615,268600.0,<1H OCEAN +-118.39,34.02,38.0,2447.0,636.0,1312.0,574.0,3.5909,279400.0,<1H OCEAN +-118.39,34.02,45.0,1577.0,421.0,1042.0,375.0,3.4375,314500.0,<1H OCEAN +-118.38,34.01,18.0,9528.0,2075.0,3922.0,1920.0,4.7612,304100.0,<1H OCEAN +-118.39,34.01,25.0,1101.0,285.0,543.0,294.0,2.3571,340600.0,<1H OCEAN +-118.39,34.02,38.0,2521.0,647.0,1091.0,597.0,4.1296,322900.0,<1H OCEAN +-118.39,34.01,35.0,4424.0,918.0,2101.0,888.0,3.9688,355100.0,<1H OCEAN +-118.4,34.01,44.0,1494.0,262.0,618.0,266.0,5.4035,356300.0,<1H OCEAN +-118.4,34.02,40.0,593.0,137.0,371.0,132.0,4.6932,332800.0,<1H OCEAN +-118.39,34.0,40.0,1565.0,269.0,826.0,268.0,5.2035,485700.0,<1H OCEAN +-118.39,33.99,32.0,2612.0,418.0,1030.0,402.0,6.603,369200.0,<1H OCEAN +-118.39,33.99,43.0,612.0,135.0,402.0,142.0,5.1322,314900.0,<1H OCEAN +-118.39,34.0,35.0,1465.0,386.0,1104.0,345.0,4.056,339100.0,<1H OCEAN +-118.4,34.0,34.0,1816.0,335.0,872.0,339.0,4.85,329400.0,<1H OCEAN +-118.4,34.0,37.0,1534.0,258.0,751.0,259.0,5.444,336000.0,<1H OCEAN +-118.4,33.99,36.0,1280.0,240.0,704.0,217.0,5.9632,328100.0,<1H OCEAN +-118.4,33.99,36.0,1225.0,213.0,591.0,227.0,5.4663,326700.0,<1H OCEAN +-118.4,34.0,44.0,2122.0,385.0,1012.0,367.0,4.6687,344300.0,<1H OCEAN +-118.4,34.01,48.0,1427.0,253.0,693.0,268.0,5.7405,351600.0,<1H OCEAN +-118.41,34.01,44.0,2010.0,394.0,961.0,365.0,4.5982,333500.0,<1H OCEAN +-118.41,34.0,37.0,1426.0,259.0,689.0,261.0,5.5284,331000.0,<1H OCEAN +-118.41,34.01,26.0,2503.0,449.0,1218.0,426.0,5.3683,500001.0,<1H OCEAN +-118.41,34.01,43.0,2000.0,529.0,1290.0,514.0,4.7031,302500.0,<1H OCEAN +-118.41,34.01,33.0,3306.0,974.0,2475.0,924.0,2.8797,285300.0,<1H OCEAN +-118.42,34.01,42.0,1700.0,438.0,997.0,436.0,2.9213,305000.0,<1H OCEAN +-118.41,34.0,38.0,324.0,70.0,268.0,73.0,2.55,271400.0,<1H OCEAN +-118.42,34.0,45.0,1807.0,355.0,883.0,371.0,5.0357,329800.0,<1H OCEAN +-118.41,34.0,46.0,105.0,20.0,69.0,19.0,3.9643,275000.0,<1H OCEAN +-118.42,34.0,33.0,1139.0,299.0,734.0,257.0,3.2708,325000.0,<1H OCEAN +-118.43,34.0,37.0,1340.0,358.0,1008.0,340.0,3.7614,314300.0,<1H OCEAN +-118.43,33.99,45.0,2092.0,451.0,1190.0,429.0,3.8021,323000.0,<1H OCEAN +-118.44,33.99,44.0,305.0,72.0,156.0,70.0,5.9641,275000.0,<1H OCEAN +-118.44,33.98,21.0,18132.0,5419.0,7431.0,4930.0,5.3359,500001.0,<1H OCEAN +-118.38,33.99,21.0,11308.0,3039.0,5127.0,2839.0,4.6277,228300.0,<1H OCEAN +-118.37,33.99,32.0,4018.0,564.0,1400.0,568.0,8.6718,439100.0,<1H OCEAN +-118.36,33.99,35.0,3702.0,648.0,1449.0,614.0,5.3194,313700.0,<1H OCEAN +-118.37,33.99,36.0,3228.0,543.0,1305.0,520.0,5.1695,397000.0,<1H OCEAN +-118.38,33.98,25.0,7105.0,1012.0,2519.0,1004.0,6.8112,500001.0,<1H OCEAN +-118.35,34.0,30.0,1879.0,226.0,740.0,266.0,6.431,492500.0,<1H OCEAN +-118.35,34.0,46.0,3402.0,503.0,1389.0,504.0,5.3462,270400.0,<1H OCEAN +-118.35,33.99,48.0,2741.0,439.0,1115.0,459.0,5.0514,269100.0,<1H OCEAN +-118.36,33.99,43.0,2657.0,548.0,1145.0,524.0,4.1375,287100.0,<1H OCEAN +-118.36,33.99,45.0,2005.0,368.0,909.0,364.0,4.6406,268900.0,<1H OCEAN +-118.35,33.99,45.0,1764.0,401.0,679.0,334.0,3.2021,222100.0,<1H OCEAN +-118.34,34.0,44.0,3183.0,513.0,1183.0,473.0,5.0407,314900.0,<1H OCEAN +-118.34,34.0,49.0,2863.0,411.0,1108.0,406.0,5.8993,313300.0,<1H OCEAN +-118.33,34.0,52.0,1114.0,169.0,486.0,176.0,4.2917,247600.0,<1H OCEAN +-118.34,34.0,49.0,2465.0,372.0,1018.0,359.0,4.0,296800.0,<1H OCEAN +-118.34,33.99,47.0,1107.0,199.0,437.0,178.0,3.7344,179400.0,<1H OCEAN +-118.34,33.99,48.0,1172.0,205.0,497.0,190.0,3.825,183000.0,<1H OCEAN +-118.35,34.0,40.0,2894.0,395.0,1063.0,409.0,6.939,372000.0,<1H OCEAN +-118.6,34.13,20.0,14291.0,1934.0,5452.0,1875.0,9.1232,472000.0,<1H OCEAN +-118.58,34.12,42.0,718.0,140.0,324.0,131.0,6.4018,500001.0,<1H OCEAN +-118.59,34.11,35.0,2396.0,472.0,1054.0,457.0,6.4504,407000.0,<1H OCEAN +-118.6,34.09,43.0,2228.0,438.0,960.0,395.0,7.6091,438500.0,<1H OCEAN +-118.6,34.08,40.0,866.0,181.0,399.0,176.0,6.91,380000.0,<1H OCEAN +-118.6,34.07,16.0,319.0,59.0,149.0,64.0,4.625,433300.0,<1H OCEAN +-118.69,34.08,23.0,204.0,40.0,117.0,41.0,9.7646,500001.0,NEAR OCEAN +-118.66,34.1,12.0,2560.0,365.0,907.0,366.0,10.076,500001.0,NEAR OCEAN +-118.63,34.11,35.0,3795.0,690.0,1521.0,653.0,5.8735,448100.0,<1H OCEAN +-118.67,34.16,17.0,16544.0,2206.0,6214.0,2118.0,9.1228,500001.0,<1H OCEAN +-118.68,34.08,18.0,102.0,17.0,55.0,21.0,3.9934,500001.0,NEAR OCEAN +-118.68,34.13,9.0,11251.0,1594.0,3029.0,1227.0,6.7273,500001.0,<1H OCEAN +-118.76,34.13,10.0,4355.0,716.0,2030.0,674.0,6.5571,500001.0,NEAR OCEAN +-118.75,34.1,34.0,2255.0,402.0,857.0,317.0,4.5333,377300.0,NEAR OCEAN +-118.72,34.14,7.0,23866.0,4407.0,9873.0,4012.0,5.4032,318500.0,NEAR OCEAN +-118.78,34.16,9.0,30405.0,4093.0,12873.0,3931.0,8.0137,399200.0,NEAR OCEAN +-118.8,34.15,9.0,1143.0,179.0,647.0,180.0,6.8474,356700.0,NEAR OCEAN +-118.75,34.17,16.0,2950.0,387.0,1228.0,379.0,5.3749,346100.0,NEAR OCEAN +-118.84,34.11,12.0,7508.0,1058.0,2484.0,965.0,5.8788,500001.0,NEAR OCEAN +-118.82,34.14,22.0,11668.0,1730.0,4054.0,1671.0,6.9935,385500.0,NEAR OCEAN +-118.79,34.14,7.0,3003.0,504.0,1143.0,466.0,5.8548,500001.0,NEAR OCEAN +-118.74,34.05,19.0,3487.0,686.0,2782.0,584.0,7.9184,500001.0,NEAR OCEAN +-118.86,34.07,16.0,1409.0,244.0,970.0,172.0,8.0144,500001.0,NEAR OCEAN +-118.88,34.02,19.0,15990.0,2611.0,5175.0,2173.0,7.7848,500001.0,NEAR OCEAN +-118.85,34.04,21.0,3837.0,578.0,1509.0,509.0,8.4476,500001.0,NEAR OCEAN +-118.78,34.05,28.0,1343.0,215.0,487.0,199.0,6.83,500001.0,NEAR OCEAN +-118.58,34.06,25.0,4440.0,693.0,1560.0,636.0,8.8666,500001.0,<1H OCEAN +-118.6,34.02,36.0,2043.0,467.0,606.0,326.0,8.4331,500001.0,NEAR OCEAN +-118.62,34.06,25.0,3546.0,584.0,1530.0,601.0,7.4001,500001.0,NEAR OCEAN +-118.66,34.02,23.0,8798.0,1465.0,2750.0,1208.0,8.7364,500001.0,NEAR OCEAN +-117.76,34.71,15.0,2981.0,625.0,1694.0,540.0,2.9541,106700.0,INLAND +-117.84,34.63,5.0,6739.0,1251.0,4614.0,1266.0,4.002,115100.0,INLAND +-117.78,34.58,6.0,10263.0,1864.0,6163.0,1781.0,3.8803,120000.0,INLAND +-117.96,34.71,32.0,3511.0,646.0,1733.0,510.0,3.46,123900.0,INLAND +-118.09,34.74,34.0,1218.0,285.0,797.0,248.0,2.4348,104800.0,INLAND +-118.06,34.71,14.0,2606.0,514.0,1228.0,512.0,2.5764,150000.0,INLAND +-118.09,34.68,4.0,23386.0,4171.0,10493.0,3671.0,4.0211,144000.0,INLAND +-118.11,34.68,6.0,7430.0,1184.0,3489.0,1115.0,5.3267,140100.0,INLAND +-118.12,34.69,17.0,2479.0,390.0,1219.0,363.0,4.6417,125700.0,INLAND +-118.12,34.68,12.0,5319.0,875.0,2439.0,779.0,4.6629,131500.0,INLAND +-118.13,34.69,34.0,2156.0,397.0,1269.0,388.0,2.75,96800.0,INLAND +-118.13,34.68,28.0,718.0,124.0,347.0,121.0,4.025,102600.0,INLAND +-118.1,34.65,33.0,873.0,177.0,425.0,142.0,2.67,187500.0,INLAND +-118.09,34.71,5.0,5807.0,1182.0,2602.0,1007.0,2.4012,159400.0,INLAND +-118.1,34.7,5.0,10356.0,1647.0,4562.0,1427.0,4.9806,141100.0,INLAND +-118.09,34.7,6.0,4558.0,804.0,1543.0,563.0,2.8548,138500.0,INLAND +-118.1,34.71,16.0,3914.0,819.0,1524.0,795.0,2.415,137500.0,INLAND +-118.12,34.71,26.0,4230.0,823.0,2789.0,793.0,2.5179,104000.0,INLAND +-118.12,34.71,46.0,40.0,10.0,14.0,7.0,1.125,225000.0,INLAND +-118.12,34.7,7.0,4915.0,885.0,2833.0,874.0,4.3229,130000.0,INLAND +-118.13,34.7,34.0,1943.0,500.0,1078.0,446.0,1.1296,93800.0,INLAND +-118.13,34.69,32.0,3670.0,765.0,1986.0,673.0,3.682,108800.0,INLAND +-118.12,34.69,27.0,3019.0,501.0,1580.0,523.0,3.7804,113500.0,INLAND +-118.14,34.68,31.0,2666.0,662.0,1337.0,602.0,2.4432,101100.0,INLAND +-118.14,34.69,35.0,2118.0,374.0,1108.0,360.0,3.4327,100300.0,INLAND +-118.14,34.68,33.0,2815.0,485.0,1447.0,489.0,4.2679,119600.0,INLAND +-118.14,34.68,25.0,1703.0,342.0,775.0,309.0,4.5455,126500.0,INLAND +-118.16,34.68,17.0,2994.0,832.0,1571.0,695.0,2.5902,85400.0,INLAND +-118.15,34.69,32.0,1300.0,234.0,712.0,249.0,3.25,107500.0,INLAND +-118.16,34.68,9.0,4303.0,900.0,2240.0,861.0,3.7807,110900.0,INLAND +-118.15,34.67,5.0,12317.0,2953.0,6291.0,2654.0,3.5732,146900.0,INLAND +-118.14,34.65,20.0,1257.0,201.0,551.0,186.0,4.6591,247200.0,INLAND +-118.14,34.72,15.0,2181.0,361.0,1057.0,300.0,4.625,118100.0,INLAND +-118.16,34.71,27.0,6007.0,998.0,2680.0,882.0,4.1719,117200.0,INLAND +-118.15,34.71,36.0,1338.0,250.0,709.0,250.0,3.5625,101400.0,INLAND +-118.14,34.71,33.0,2347.0,461.0,1482.0,374.0,2.8194,93000.0,INLAND +-118.14,34.71,32.0,1164.0,248.0,588.0,270.0,1.1917,86900.0,INLAND +-118.15,34.71,35.0,1503.0,309.0,842.0,300.0,2.5278,97700.0,INLAND +-118.14,34.7,36.0,1205.0,317.0,678.0,290.0,2.0182,98400.0,INLAND +-118.14,34.7,12.0,1984.0,614.0,1071.0,574.0,1.2532,102100.0,INLAND +-118.15,34.7,36.0,2696.0,454.0,1192.0,452.0,3.9615,116300.0,INLAND +-118.16,34.7,33.0,2918.0,494.0,1365.0,478.0,4.8787,127700.0,INLAND +-118.16,34.69,35.0,3114.0,583.0,1974.0,545.0,3.9028,126800.0,INLAND +-118.14,34.69,34.0,1439.0,327.0,708.0,298.0,3.2699,100000.0,INLAND +-118.14,34.69,48.0,1379.0,327.0,696.0,304.0,2.1167,94900.0,INLAND +-118.28,34.76,19.0,3430.0,601.0,1817.0,571.0,4.7875,163600.0,INLAND +-118.19,34.77,16.0,2035.0,370.0,704.0,330.0,2.1979,146400.0,INLAND +-118.2,34.69,5.0,9076.0,1503.0,7694.0,1278.0,4.875,163400.0,INLAND +-118.17,34.69,12.0,4881.0,803.0,2188.0,724.0,4.1667,171900.0,INLAND +-118.17,34.68,13.0,5341.0,773.0,2288.0,724.0,6.6772,185600.0,INLAND +-118.19,34.67,8.0,11275.0,1822.0,5731.0,1692.0,5.0285,167900.0,INLAND +-118.17,34.67,5.0,8352.0,1555.0,3723.0,1389.0,4.5659,140300.0,INLAND +-118.19,34.65,33.0,1781.0,326.0,913.0,314.0,3.9963,126800.0,INLAND +-118.17,34.66,9.0,1561.0,253.0,731.0,233.0,5.7049,173200.0,INLAND +-118.22,34.67,28.0,2357.0,408.0,1162.0,384.0,4.3636,179700.0,INLAND +-118.23,34.66,25.0,2627.0,387.0,1059.0,338.0,3.6382,138200.0,INLAND +-118.22,34.66,17.0,3810.0,662.0,1867.0,586.0,4.9,152400.0,INLAND +-118.21,34.65,17.0,4001.0,814.0,2313.0,756.0,3.0441,140100.0,INLAND +-118.23,34.65,17.0,1827.0,348.0,766.0,335.0,3.5673,136300.0,INLAND +-118.27,34.68,19.0,552.0,129.0,314.0,106.0,3.2125,185400.0,INLAND +-118.29,34.65,18.0,6893.0,1372.0,2837.0,1221.0,3.3173,218400.0,INLAND +-118.32,34.62,31.0,1398.0,273.0,884.0,299.0,4.8409,264900.0,INLAND +-118.38,34.58,18.0,1859.0,375.0,913.0,372.0,4.3456,148900.0,INLAND +-118.61,34.73,25.0,3080.0,587.0,1558.0,510.0,5.0839,156700.0,INLAND +-118.4,34.7,10.0,4122.0,814.0,2164.0,710.0,4.2941,151600.0,INLAND +-117.92,34.63,34.0,81.0,26.0,53.0,14.0,1.4091,137500.0,INLAND +-117.92,34.59,7.0,681.0,125.0,485.0,104.0,2.7396,125600.0,INLAND +-117.93,34.57,5.0,5613.0,1060.0,3569.0,999.0,3.1946,132700.0,INLAND +-117.9,34.53,8.0,3484.0,647.0,2169.0,619.0,3.9766,135800.0,INLAND +-117.96,34.53,10.0,2907.0,559.0,1681.0,531.0,3.8594,141000.0,INLAND +-117.98,34.53,13.0,2815.0,535.0,1492.0,491.0,4.0945,135700.0,INLAND +-118.09,34.63,31.0,1537.0,416.0,1239.0,397.0,1.9722,99200.0,INLAND +-118.02,34.62,38.0,248.0,55.0,261.0,53.0,2.1413,96900.0,INLAND +-118.18,34.63,19.0,3562.0,606.0,1677.0,578.0,4.1573,228100.0,INLAND +-118.17,34.61,7.0,2465.0,336.0,978.0,332.0,7.1381,292200.0,INLAND +-118.16,34.6,2.0,11008.0,1549.0,4098.0,1367.0,6.4865,204400.0,INLAND +-118.12,34.6,33.0,2189.0,497.0,1459.0,443.0,2.3958,94500.0,INLAND +-118.15,34.59,33.0,2111.0,429.0,1067.0,397.0,3.7344,111400.0,INLAND +-118.16,34.6,5.0,7294.0,1139.0,3123.0,930.0,4.9904,154100.0,INLAND +-118.21,34.56,12.0,2472.0,408.0,1048.0,380.0,4.7097,262100.0,INLAND +-118.22,34.63,4.0,14348.0,2145.0,5839.0,1806.0,5.3799,222400.0,INLAND +-118.21,34.64,16.0,2573.0,427.0,1273.0,426.0,5.9508,181100.0,INLAND +-118.12,34.58,13.0,2614.0,650.0,1949.0,537.0,2.0547,102600.0,INLAND +-118.13,34.58,29.0,2370.0,475.0,1746.0,483.0,3.7464,113500.0,INLAND +-118.14,34.57,6.0,9882.0,1892.0,4892.0,1621.0,3.7636,167600.0,INLAND +-118.12,34.56,5.0,6446.0,1154.0,3427.0,1104.0,3.9936,148500.0,INLAND +-118.1,34.58,32.0,1489.0,306.0,774.0,267.0,3.275,103500.0,INLAND +-118.1,34.58,29.0,2843.0,603.0,1517.0,573.0,2.6658,106900.0,INLAND +-118.1,34.57,7.0,20377.0,4335.0,11973.0,3933.0,3.3086,138100.0,INLAND +-118.09,34.57,4.0,9761.0,1683.0,4970.0,1535.0,4.5266,142900.0,INLAND +-118.08,34.58,5.0,1113.0,186.0,631.0,168.0,4.1719,146600.0,INLAND +-118.07,34.58,34.0,3416.0,601.0,1929.0,567.0,4.0147,107400.0,INLAND +-118.06,34.58,36.0,1493.0,258.0,899.0,260.0,3.86,109300.0,INLAND +-118.08,34.58,12.0,3851.0,857.0,2169.0,811.0,3.0101,116300.0,INLAND +-118.07,34.56,5.0,10264.0,1821.0,5871.0,1790.0,4.2329,145500.0,INLAND +-118.08,34.56,14.0,5144.0,887.0,2846.0,824.0,4.5615,137200.0,INLAND +-118.03,34.58,4.0,9849.0,1780.0,4546.0,1598.0,4.0729,154300.0,INLAND +-118.02,34.57,4.0,10655.0,1706.0,5391.0,1529.0,5.083,151300.0,INLAND +-118.01,34.55,2.0,2701.0,530.0,1368.0,430.0,4.071,137400.0,INLAND +-118.08,34.55,5.0,16181.0,2971.0,8152.0,2651.0,4.5237,141800.0,INLAND +-118.07,34.51,14.0,2798.0,459.0,1236.0,404.0,4.8667,239900.0,INLAND +-118.37,34.43,11.0,17339.0,2866.0,8721.0,2803.0,5.9507,225200.0,INLAND +-118.4,34.41,22.0,4443.0,560.0,1573.0,496.0,10.0285,500001.0,<1H OCEAN +-118.35,34.52,14.0,3490.0,592.0,1710.0,580.0,5.9171,333300.0,INLAND +-118.22,34.52,7.0,4524.0,735.0,2298.0,717.0,6.5538,311600.0,INLAND +-118.26,34.5,6.0,5813.0,908.0,2275.0,790.0,4.7778,340400.0,INLAND +-118.27,34.46,10.0,2184.0,405.0,1119.0,370.0,4.7437,294000.0,INLAND +-118.13,34.44,10.0,2726.0,465.0,1773.0,459.0,4.8295,319100.0,INLAND +-117.89,34.49,12.0,3449.0,598.0,1502.0,540.0,3.7043,150800.0,INLAND +-117.96,34.48,32.0,1896.0,342.0,806.0,299.0,4.5769,159400.0,INLAND +-117.79,34.45,18.0,2986.0,597.0,1355.0,472.0,3.2765,165000.0,INLAND +-118.46,34.4,12.0,25957.0,4798.0,10475.0,4490.0,4.542,195300.0,<1H OCEAN +-118.5,34.45,25.0,1290.0,190.0,689.0,216.0,6.0097,220200.0,<1H OCEAN +-118.5,34.52,3.0,6577.0,1056.0,3032.0,1004.0,5.9263,251800.0,INLAND +-118.48,34.47,36.0,84.0,12.0,29.0,17.0,3.375,187500.0,<1H OCEAN +-118.5,34.46,17.0,10267.0,,4956.0,1483.0,5.5061,239400.0,<1H OCEAN +-118.52,34.44,26.0,934.0,148.0,519.0,162.0,5.3209,185000.0,<1H OCEAN +-118.53,34.44,19.0,3013.0,507.0,1356.0,484.0,5.1163,233200.0,<1H OCEAN +-118.53,34.45,26.0,828.0,149.0,508.0,158.0,5.2374,185500.0,<1H OCEAN +-118.53,34.44,19.0,1285.0,195.0,650.0,193.0,6.0398,217800.0,<1H OCEAN +-118.52,34.46,5.0,15341.0,2527.0,7270.0,2320.0,6.1281,236200.0,<1H OCEAN +-118.53,34.45,10.0,5509.0,969.0,3002.0,959.0,5.5981,220100.0,<1H OCEAN +-118.51,34.43,15.0,8510.0,1258.0,3733.0,1233.0,6.1082,253700.0,<1H OCEAN +-118.46,34.42,25.0,2988.0,525.0,1884.0,513.0,4.7007,169500.0,<1H OCEAN +-118.44,34.5,5.0,1514.0,220.0,1355.0,215.0,8.1344,359000.0,INLAND +-118.45,34.44,16.0,13406.0,2574.0,7030.0,2440.0,4.6861,187900.0,<1H OCEAN +-118.49,34.43,15.0,8244.0,1409.0,4453.0,1357.0,5.4829,199600.0,<1H OCEAN +-118.49,34.42,23.0,4166.0,756.0,2082.0,743.0,4.4107,213400.0,<1H OCEAN +-118.48,34.42,21.0,1375.0,259.0,728.0,258.0,5.0166,229000.0,<1H OCEAN +-118.47,34.42,17.0,913.0,228.0,530.0,201.0,3.038,238500.0,<1H OCEAN +-118.47,34.42,25.0,3223.0,524.0,1763.0,508.0,5.2887,183000.0,<1H OCEAN +-118.43,34.42,13.0,3600.0,580.0,1799.0,576.0,6.2971,218300.0,<1H OCEAN +-118.43,34.43,5.0,21113.0,4386.0,9842.0,3886.0,4.2037,194600.0,<1H OCEAN +-118.55,34.44,14.0,15348.0,2366.0,7087.0,2169.0,6.3277,237700.0,INLAND +-118.56,34.42,2.0,966.0,270.0,233.0,169.0,1.9667,450000.0,<1H OCEAN +-118.61,34.59,5.0,4028.0,896.0,2062.0,826.0,4.0579,167100.0,INLAND +-118.7,34.53,5.0,14275.0,2474.0,7158.0,2311.0,5.4284,236300.0,INLAND +-118.66,34.43,9.0,2356.0,469.0,1556.0,386.0,3.775,155000.0,INLAND +-118.59,34.47,5.0,538.0,98.0,8733.0,105.0,4.2391,154600.0,INLAND +-118.61,34.31,4.0,1949.0,458.0,868.0,398.0,5.0151,285200.0,<1H OCEAN +-118.52,34.39,21.0,5477.0,1275.0,3384.0,1222.0,3.6625,228100.0,<1H OCEAN +-118.53,34.38,18.0,2288.0,607.0,2305.0,597.0,3.227,136100.0,<1H OCEAN +-118.54,34.38,18.0,2096.0,309.0,1044.0,328.0,6.8299,262100.0,<1H OCEAN +-118.52,34.4,5.0,7748.0,1557.0,4768.0,1393.0,5.305,311200.0,<1H OCEAN +-118.53,34.37,8.0,3839.0,852.0,1342.0,593.0,3.9118,333700.0,<1H OCEAN +-118.54,34.37,27.0,2051.0,301.0,917.0,287.0,7.6059,323700.0,<1H OCEAN +-118.52,34.36,5.0,4222.0,712.0,2024.0,646.0,5.8703,500001.0,<1H OCEAN +-118.55,34.37,21.0,7010.0,1063.0,3331.0,1038.0,6.776,278100.0,<1H OCEAN +-118.56,34.37,23.0,3927.0,728.0,1984.0,707.0,4.8536,202600.0,<1H OCEAN +-118.55,34.41,8.0,21086.0,3945.0,9936.0,3790.0,5.8602,265100.0,<1H OCEAN +-118.55,34.38,24.0,6246.0,1028.0,2803.0,999.0,6.3002,282900.0,<1H OCEAN +-118.56,34.41,4.0,17313.0,3224.0,6902.0,2707.0,5.6798,320900.0,<1H OCEAN +-118.55,34.39,16.0,8726.0,1317.0,3789.0,1279.0,6.8419,323300.0,<1H OCEAN +-118.61,34.38,2.0,5989.0,883.0,1787.0,613.0,6.6916,329500.0,INLAND +-117.86,34.24,52.0,803.0,267.0,628.0,225.0,4.1932,14999.0,INLAND +-118.12,34.23,52.0,433.0,69.0,147.0,53.0,3.9583,162500.0,INLAND +-118.35,34.32,52.0,102.0,29.0,54.0,32.0,1.9875,191700.0,<1H OCEAN +-118.38,34.3,39.0,1622.0,355.0,903.0,314.0,4.1125,183000.0,<1H OCEAN +-118.29,34.36,34.0,503.0,99.0,275.0,68.0,4.5491,375000.0,INLAND +-119.53,37.34,26.0,4047.0,702.0,571.0,199.0,2.3482,179500.0,INLAND +-119.51,37.32,14.0,362.0,78.0,88.0,39.0,3.5893,214300.0,INLAND +-119.56,37.29,14.0,2391.0,451.0,798.0,308.0,3.0924,114600.0,INLAND +-119.45,37.21,17.0,3538.0,726.0,1603.0,629.0,2.9449,95600.0,INLAND +-119.65,37.09,17.0,1280.0,254.0,707.0,267.0,3.55,106300.0,INLAND +-119.59,37.39,19.0,3273.0,611.0,1164.0,481.0,3.5446,106500.0,INLAND +-119.66,37.39,10.0,2106.0,410.0,1003.0,397.0,2.7813,124100.0,INLAND +-119.68,37.35,13.0,2307.0,386.0,925.0,347.0,3.1326,119800.0,INLAND +-119.72,37.38,16.0,2131.0,424.0,989.0,369.0,2.6071,103700.0,INLAND +-119.65,37.32,11.0,2161.0,448.0,820.0,405.0,2.3565,122300.0,INLAND +-119.64,37.31,15.0,2654.0,530.0,1267.0,489.0,2.8393,104400.0,INLAND +-119.6,37.29,13.0,1722.0,325.0,712.0,269.0,2.625,137500.0,INLAND +-119.62,37.33,7.0,3389.0,621.0,1268.0,474.0,3.0224,147800.0,INLAND +-119.91,37.23,17.0,2171.0,389.0,1042.0,375.0,3.625,94400.0,INLAND +-119.85,37.1,8.0,828.0,168.0,413.0,146.0,3.375,80700.0,INLAND +-119.68,37.19,10.0,3113.0,589.0,1508.0,512.0,2.8167,96100.0,INLAND +-119.77,37.19,8.0,5212.0,872.0,2383.0,857.0,4.1099,113600.0,INLAND +-119.67,37.27,13.0,5087.0,981.0,2284.0,913.0,2.7413,123100.0,INLAND +-120.31,37.11,38.0,1696.0,301.0,985.0,278.0,2.4054,112500.0,INLAND +-120.35,37.04,37.0,1495.0,292.0,858.0,275.0,2.9306,46300.0,INLAND +-120.25,37.04,21.0,1724.0,317.0,1006.0,290.0,3.2868,91700.0,INLAND +-120.16,37.12,29.0,1995.0,392.0,1261.0,354.0,1.9073,79200.0,INLAND +-120.27,37.11,18.0,1277.0,234.0,674.0,238.0,2.6694,75900.0,INLAND +-120.25,37.11,20.0,2062.0,466.0,1285.0,456.0,1.5319,50500.0,INLAND +-120.26,37.11,33.0,1097.0,254.0,627.0,253.0,1.2794,50700.0,INLAND +-120.27,37.12,42.0,1142.0,236.0,597.0,210.0,1.7279,52300.0,INLAND +-120.27,37.12,36.0,1219.0,258.0,639.0,245.0,1.9464,57000.0,INLAND +-120.27,37.12,17.0,3328.0,628.0,1580.0,619.0,2.9861,81500.0,INLAND +-120.26,37.13,33.0,1239.0,250.0,648.0,227.0,2.0278,58800.0,INLAND +-120.43,36.99,16.0,1027.0,199.0,673.0,193.0,2.9688,63800.0,INLAND +-120.29,36.88,34.0,1391.0,297.0,943.0,281.0,2.4219,83900.0,INLAND +-120.06,36.95,24.0,646.0,134.0,454.0,149.0,2.125,61900.0,INLAND +-120.06,36.94,19.0,901.0,183.0,700.0,190.0,2.2375,64300.0,INLAND +-120.04,36.93,11.0,3606.0,699.0,2074.0,644.0,2.6941,63300.0,INLAND +-120.05,36.95,18.0,2287.0,534.0,1339.0,505.0,2.2527,65200.0,INLAND +-120.21,36.98,21.0,1667.0,303.0,861.0,276.0,2.6012,92200.0,INLAND +-120.16,36.96,18.0,508.0,104.0,393.0,114.0,3.0,156300.0,INLAND +-120.11,36.96,17.0,3344.0,570.0,1624.0,536.0,3.8952,95300.0,INLAND +-120.08,37.06,18.0,402.0,76.0,213.0,71.0,1.9063,95800.0,INLAND +-120.09,37.0,11.0,3761.0,675.0,2374.0,673.0,3.4598,74600.0,INLAND +-120.06,37.02,13.0,6301.0,1080.0,3840.0,1033.0,3.5258,84900.0,INLAND +-119.94,37.04,14.0,1636.0,253.0,766.0,225.0,3.125,88500.0,INLAND +-120.09,37.02,9.0,1608.0,297.0,1057.0,295.0,3.7143,81600.0,INLAND +-119.95,36.96,18.0,1996.0,379.0,1327.0,356.0,2.6087,96000.0,INLAND +-120.02,36.95,25.0,2115.0,482.0,1976.0,474.0,1.8431,53900.0,INLAND +-119.9,36.94,11.0,2513.0,408.0,1360.0,415.0,4.277,98500.0,INLAND +-119.85,36.97,13.0,2872.0,477.0,1607.0,481.0,4.475,102400.0,INLAND +-119.88,36.93,12.0,3174.0,520.0,1590.0,488.0,4.5347,101200.0,INLAND +-119.87,36.93,13.0,1429.0,209.0,702.0,205.0,4.3625,111800.0,INLAND +-120.07,36.98,12.0,1790.0,379.0,1399.0,397.0,2.5388,59600.0,INLAND +-120.06,36.98,12.0,2710.0,575.0,1724.0,516.0,1.4712,60400.0,INLAND +-120.05,36.98,16.0,3705.0,739.0,2463.0,697.0,2.5288,61800.0,INLAND +-120.05,36.97,20.0,2029.0,427.0,983.0,401.0,1.8444,47100.0,INLAND +-120.06,36.97,38.0,1542.0,364.0,1220.0,334.0,1.625,52800.0,INLAND +-120.07,36.97,28.0,1563.0,403.0,1564.0,408.0,1.5662,48000.0,INLAND +-120.07,36.96,34.0,1457.0,239.0,557.0,226.0,3.6181,96500.0,INLAND +-120.08,36.97,13.0,3356.0,589.0,1458.0,601.0,3.8257,94200.0,INLAND +-120.1,36.96,20.0,2100.0,317.0,910.0,274.0,4.8187,90900.0,INLAND +-120.09,36.95,16.0,3222.0,511.0,1425.0,503.0,4.1544,119400.0,INLAND +-120.08,36.96,36.0,2074.0,349.0,954.0,363.0,3.1136,73800.0,INLAND +-120.08,36.95,41.0,1164.0,211.0,476.0,171.0,2.4196,70700.0,INLAND +-120.07,36.97,27.0,968.0,240.0,587.0,231.0,1.6071,55000.0,INLAND +-120.06,36.97,35.0,1859.0,428.0,1208.0,399.0,1.4044,61700.0,INLAND +-120.05,36.96,37.0,1000.0,261.0,1092.0,233.0,1.4267,52300.0,INLAND +-120.05,36.95,31.0,696.0,254.0,913.0,248.0,1.4,52500.0,INLAND +-120.06,36.96,44.0,1288.0,295.0,723.0,287.0,1.6534,61400.0,INLAND +-120.07,36.96,42.0,963.0,216.0,471.0,211.0,2.2898,66100.0,INLAND +-120.07,36.96,32.0,1268.0,283.0,549.0,273.0,1.4511,65200.0,INLAND +-120.04,36.97,20.0,2129.0,526.0,1845.0,522.0,1.8973,51600.0,INLAND +-120.04,36.96,23.0,2126.0,506.0,2091.0,491.0,1.3713,51800.0,INLAND +-120.04,36.95,36.0,1528.0,347.0,1334.0,304.0,1.3594,48300.0,INLAND +-119.98,36.9,26.0,1284.0,239.0,820.0,254.0,2.5833,62300.0,INLAND +-119.81,36.92,14.0,4795.0,710.0,2047.0,640.0,4.665,121300.0,INLAND +-119.98,36.86,31.0,2366.0,482.0,1933.0,433.0,3.0234,65000.0,INLAND +-120.13,36.87,32.0,2089.0,468.0,1765.0,427.0,2.234,61700.0,INLAND +-122.49,38.1,43.0,1226.0,244.0,491.0,205.0,4.9286,307000.0,NEAR BAY +-122.54,38.14,16.0,4431.0,603.0,1659.0,630.0,7.5412,392100.0,NEAR BAY +-122.55,38.1,26.0,5188.0,892.0,2341.0,906.0,5.0029,255600.0,NEAR BAY +-122.62,38.15,14.0,2259.0,341.0,1127.0,346.0,6.4092,334900.0,<1H OCEAN +-122.59,38.13,20.0,1589.0,231.0,601.0,224.0,5.3755,290900.0,<1H OCEAN +-122.58,38.15,9.0,1302.0,177.0,682.0,190.0,7.5,423200.0,<1H OCEAN +-122.57,38.11,24.0,2863.0,734.0,1583.0,682.0,3.1981,215300.0,NEAR BAY +-122.57,38.11,32.0,3521.0,748.0,1706.0,723.0,3.4705,228600.0,NEAR BAY +-122.59,38.12,25.0,7784.0,1145.0,3445.0,1166.0,6.0132,287900.0,<1H OCEAN +-122.58,38.12,13.0,5027.0,871.0,1912.0,770.0,4.9286,309500.0,NEAR BAY +-122.6,38.11,19.0,1752.0,328.0,873.0,336.0,3.8068,201600.0,<1H OCEAN +-122.6,38.11,23.0,8642.0,1294.0,3594.0,1253.0,5.3962,301500.0,<1H OCEAN +-122.65,38.11,21.0,3891.0,616.0,1968.0,632.0,5.5524,279200.0,<1H OCEAN +-122.61,38.09,18.0,6205.0,821.0,2311.0,756.0,6.9081,368700.0,<1H OCEAN +-122.58,38.1,22.0,11872.0,2300.0,5600.0,2200.0,4.6463,276300.0,NEAR BAY +-122.58,38.08,27.0,10839.0,1637.0,4406.0,1623.0,5.615,285600.0,NEAR BAY +-122.55,38.07,5.0,1495.0,235.0,555.0,201.0,6.7232,345000.0,NEAR BAY +-122.56,38.09,17.0,9614.0,2123.0,4684.0,2060.0,4.1705,209800.0,NEAR BAY +-122.56,38.06,19.0,15622.0,2721.0,6109.0,2615.0,5.0965,295300.0,NEAR BAY +-122.55,38.07,38.0,3392.0,709.0,1894.0,713.0,3.0573,350800.0,NEAR BAY +-122.41,38.07,20.0,4536.0,708.0,1812.0,701.0,6.0433,435900.0,NEAR BAY +-122.51,38.06,24.0,9493.0,1935.0,5162.0,1880.0,3.0742,118800.0,NEAR BAY +-122.53,38.01,16.0,1495.0,292.0,472.0,284.0,3.4432,67500.0,NEAR BAY +-122.44,38.03,13.0,4284.0,1042.0,2146.0,937.0,4.1289,179200.0,NEAR BAY +-122.45,38.01,36.0,4501.0,832.0,2196.0,800.0,4.3182,252700.0,NEAR BAY +-122.53,38.01,27.0,3121.0,531.0,1318.0,489.0,5.4781,310900.0,NEAR BAY +-122.51,38.0,17.0,2449.0,536.0,1157.0,543.0,3.9519,274200.0,NEAR BAY +-122.49,38.0,26.0,48.0,8.0,19.0,8.0,7.7197,400000.0,NEAR BAY +-122.55,38.03,29.0,7174.0,1169.0,3063.0,1172.0,6.0902,293200.0,NEAR BAY +-122.57,38.03,24.0,2330.0,322.0,911.0,320.0,6.5253,387700.0,NEAR BAY +-122.56,38.03,34.0,1887.0,290.0,815.0,283.0,6.5249,324800.0,NEAR BAY +-122.59,38.04,25.0,3412.0,455.0,1238.0,406.0,8.3646,397300.0,NEAR BAY +-122.57,38.02,33.0,9531.0,1487.0,3798.0,1409.0,5.6512,314000.0,NEAR BAY +-122.56,38.01,21.0,2144.0,400.0,840.0,398.0,4.6,239500.0,NEAR BAY +-122.55,38.02,27.0,4985.0,711.0,1928.0,742.0,6.4978,361500.0,NEAR BAY +-122.55,38.01,27.0,3966.0,577.0,1657.0,611.0,6.3314,342200.0,NEAR BAY +-122.54,38.0,28.0,3416.0,826.0,1694.0,800.0,3.18,277000.0,NEAR BAY +-122.55,38.0,18.0,3119.0,803.0,1395.0,722.0,3.9265,301100.0,NEAR BAY +-122.54,37.99,32.0,2236.0,348.0,818.0,330.0,7.3521,444000.0,NEAR BAY +-122.52,37.98,31.0,6555.0,1571.0,2962.0,1464.0,2.8903,324200.0,NEAR BAY +-122.54,37.98,52.0,1758.0,316.0,607.0,264.0,5.5083,371900.0,NEAR BAY +-122.55,37.99,34.0,3306.0,555.0,1398.0,585.0,4.8993,319900.0,NEAR BAY +-122.53,37.98,32.0,2390.0,336.0,810.0,354.0,8.5759,500001.0,NEAR BAY +-122.55,37.98,31.0,3807.0,828.0,1581.0,795.0,3.293,337500.0,NEAR BAY +-122.51,37.99,32.0,4138.0,632.0,1541.0,626.0,5.5791,433300.0,NEAR BAY +-122.51,37.98,37.0,4801.0,699.0,1830.0,679.0,6.0762,487800.0,NEAR BAY +-122.51,37.97,37.0,4296.0,1089.0,2100.0,1025.0,3.2462,329400.0,NEAR BAY +-122.47,37.99,22.0,7274.0,1002.0,2468.0,957.0,7.494,439200.0,NEAR BAY +-122.46,37.98,10.0,1325.0,189.0,427.0,162.0,12.0933,500001.0,NEAR BAY +-122.49,37.99,27.0,5470.0,755.0,1916.0,764.0,6.994,420800.0,NEAR BAY +-122.49,37.98,34.0,1256.0,178.0,460.0,174.0,6.4271,451700.0,NEAR BAY +-122.53,37.97,52.0,205.0,119.0,228.0,132.0,1.9063,200000.0,NEAR BAY +-122.53,37.97,52.0,1560.0,451.0,700.0,419.0,2.5125,270800.0,NEAR BAY +-122.53,37.97,44.0,3595.0,953.0,1831.0,910.0,2.6036,287500.0,NEAR BAY +-122.54,37.97,39.0,4193.0,762.0,1833.0,737.0,5.6263,352100.0,NEAR BAY +-122.52,37.97,33.0,563.0,194.0,265.0,169.0,2.75,231300.0,NEAR BAY +-122.51,37.96,39.0,3302.0,684.0,1574.0,653.0,3.6863,263800.0,NEAR BAY +-122.52,37.96,35.0,2012.0,346.0,818.0,352.0,5.2818,331000.0,NEAR BAY +-122.53,37.97,37.0,1340.0,322.0,621.0,314.0,3.5588,268800.0,NEAR BAY +-122.52,37.95,37.0,350.0,57.0,179.0,69.0,6.2862,500001.0,NEAR BAY +-122.53,37.96,35.0,908.0,194.0,413.0,197.0,3.9917,290800.0,NEAR BAY +-122.47,37.95,16.0,3769.0,839.0,1986.0,815.0,3.9712,187500.0,NEAR BAY +-122.5,37.96,16.0,100.0,20.0,45.0,25.0,6.1359,212500.0,NEAR BAY +-122.5,37.97,25.0,6526.0,1902.0,5917.0,1812.0,2.7273,187500.0,NEAR BAY +-122.64,38.01,36.0,1336.0,258.0,678.0,249.0,5.5789,292000.0,NEAR OCEAN +-122.64,38.01,36.0,1199.0,232.0,551.0,229.0,3.7321,266700.0,NEAR OCEAN +-122.68,38.01,41.0,1865.0,392.0,825.0,369.0,4.2011,255400.0,NEAR OCEAN +-122.7,38.03,42.0,1410.0,308.0,624.0,292.0,4.1379,309100.0,NEAR OCEAN +-122.65,38.01,40.0,1428.0,280.0,708.0,255.0,5.0766,305400.0,NEAR OCEAN +-122.59,37.97,46.0,4036.0,856.0,1872.0,833.0,4.5625,275200.0,NEAR OCEAN +-122.61,37.99,40.0,7737.0,1488.0,3108.0,1349.0,4.4375,289600.0,NEAR OCEAN +-122.62,37.97,52.0,370.0,62.0,150.0,56.0,7.7006,316700.0,NEAR OCEAN +-122.59,37.99,36.0,4869.0,871.0,1899.0,827.0,4.1659,302000.0,NEAR BAY +-122.6,38.0,21.0,2198.0,462.0,1100.0,449.0,4.1098,246600.0,<1H OCEAN +-122.59,38.01,35.0,8814.0,1307.0,3450.0,1258.0,6.1724,414300.0,NEAR BAY +-122.57,37.99,45.0,2404.0,425.0,926.0,400.0,4.9674,320100.0,NEAR BAY +-122.57,37.99,38.0,5587.0,996.0,2466.0,1027.0,4.1711,336900.0,NEAR BAY +-122.57,37.98,49.0,2860.0,552.0,1178.0,522.0,4.625,355000.0,NEAR BAY +-122.58,37.98,52.0,3675.0,649.0,1553.0,639.0,4.6905,316300.0,NEAR BAY +-122.58,37.98,52.0,1180.0,216.0,467.0,197.0,4.9615,292200.0,NEAR BAY +-122.56,37.98,36.0,2649.0,542.0,1111.0,557.0,4.8056,345700.0,NEAR BAY +-122.56,37.97,52.0,1833.0,324.0,735.0,306.0,4.6944,398900.0,NEAR BAY +-122.57,37.97,47.0,5416.0,1115.0,2177.0,1027.0,3.5055,382100.0,NEAR BAY +-122.55,37.97,52.0,2232.0,291.0,731.0,253.0,7.1155,500001.0,NEAR BAY +-122.57,37.96,52.0,3458.0,468.0,1449.0,471.0,9.1834,500001.0,NEAR BAY +-122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,500001.0,NEAR OCEAN +-122.56,37.94,36.0,2023.0,242.0,653.0,241.0,10.6272,500001.0,NEAR BAY +-122.64,37.96,29.0,377.0,58.0,151.0,67.0,9.5551,500001.0,NEAR OCEAN +-122.54,37.96,44.0,1552.0,204.0,596.0,208.0,10.129,500001.0,NEAR BAY +-122.54,37.96,33.0,2534.0,495.0,996.0,449.0,4.3083,500001.0,NEAR BAY +-122.54,37.95,38.0,2310.0,400.0,971.0,386.0,5.697,435700.0,NEAR BAY +-122.52,37.95,33.0,4448.0,631.0,1675.0,628.0,7.8904,468800.0,NEAR BAY +-122.53,37.95,22.0,7446.0,1979.0,2980.0,1888.0,3.5838,271300.0,NEAR BAY +-122.53,37.96,36.0,4385.0,620.0,1549.0,626.0,8.3935,470500.0,NEAR BAY +-122.53,37.93,42.0,2171.0,362.0,887.0,347.0,6.6125,393200.0,NEAR BAY +-122.54,37.93,43.0,2998.0,470.0,970.0,430.0,5.5385,431800.0,NEAR BAY +-122.54,37.94,39.0,3670.0,775.0,1519.0,788.0,4.4081,435200.0,NEAR BAY +-122.54,37.94,26.0,3990.0,804.0,1550.0,792.0,5.1834,405500.0,NEAR BAY +-122.52,37.94,18.0,1804.0,284.0,600.0,241.0,5.9582,500001.0,NEAR BAY +-122.53,37.94,18.0,878.0,255.0,384.0,247.0,4.7344,200000.0,NEAR BAY +-122.52,37.93,34.0,2782.0,502.0,1219.0,507.0,5.0779,333900.0,NEAR BAY +-122.51,37.92,32.0,2622.0,541.0,1022.0,464.0,3.7647,375000.0,NEAR BAY +-122.52,37.92,24.0,421.0,64.0,163.0,75.0,14.5833,500001.0,NEAR BAY +-122.53,37.92,42.0,1741.0,301.0,723.0,306.0,5.5379,410500.0,NEAR BAY +-122.53,37.93,37.0,1722.0,352.0,648.0,337.0,4.125,310300.0,NEAR BAY +-122.53,37.92,45.0,1530.0,324.0,608.0,328.0,3.875,390800.0,NEAR BAY +-122.52,37.92,47.0,793.0,163.0,334.0,151.0,5.8509,317800.0,NEAR BAY +-122.5,37.92,32.0,2639.0,415.0,1013.0,408.0,6.1632,349200.0,NEAR BAY +-122.5,37.92,30.0,2270.0,359.0,974.0,351.0,5.5926,300900.0,NEAR BAY +-122.49,37.92,26.0,2170.0,347.0,849.0,318.0,6.2953,386200.0,NEAR BAY +-122.51,37.91,2.0,647.0,136.0,203.0,118.0,6.641,310000.0,NEAR BAY +-122.48,37.93,16.0,2947.0,802.0,1385.0,743.0,3.6731,318000.0,NEAR BAY +-122.46,37.88,35.0,2492.0,409.0,812.0,373.0,8.8386,500001.0,NEAR BAY +-122.47,37.87,36.0,4471.0,618.0,1315.0,582.0,11.5706,500001.0,NEAR BAY +-122.45,37.91,27.0,2682.0,382.0,935.0,369.0,10.0791,500001.0,NEAR BAY +-122.5,37.91,31.0,7001.0,1282.0,2755.0,1267.0,5.4851,441100.0,NEAR BAY +-122.49,37.89,23.0,1650.0,403.0,541.0,336.0,6.0238,500001.0,NEAR BAY +-122.47,37.89,23.0,10774.0,1736.0,3895.0,1683.0,7.2905,500001.0,NEAR BAY +-122.45,37.9,30.0,3763.0,717.0,1292.0,632.0,8.4888,500001.0,NEAR BAY +-122.5,37.88,28.0,5448.0,1089.0,2100.0,1023.0,4.7475,474600.0,NEAR BAY +-122.51,37.89,27.0,2674.0,565.0,1233.0,547.0,3.4485,458300.0,NEAR BAY +-122.53,37.91,37.0,2524.0,398.0,999.0,417.0,7.9892,500001.0,NEAR BAY +-122.53,37.9,44.0,2846.0,551.0,1232.0,537.0,3.8839,327200.0,NEAR BAY +-122.54,37.9,48.0,2491.0,460.0,937.0,455.0,4.4375,370000.0,NEAR BAY +-122.54,37.91,48.0,2924.0,489.0,1159.0,505.0,5.6302,489000.0,NEAR BAY +-122.55,37.92,52.0,2303.0,350.0,859.0,359.0,6.1085,500001.0,NEAR BAY +-122.52,37.91,30.0,4174.0,739.0,1818.0,705.0,5.5951,402900.0,NEAR BAY +-122.52,37.89,17.0,4363.0,1041.0,1640.0,989.0,3.9531,417600.0,NEAR BAY +-122.52,37.9,16.0,1704.0,402.0,689.0,348.0,4.4239,267100.0,NEAR BAY +-122.54,37.9,41.0,3170.0,622.0,1091.0,528.0,3.7813,389200.0,NEAR BAY +-122.55,37.9,34.0,1431.0,224.0,503.0,220.0,7.9606,453400.0,NEAR BAY +-122.56,37.9,48.0,1550.0,253.0,641.0,276.0,8.634,463500.0,NEAR BAY +-122.56,37.91,52.0,1972.0,327.0,755.0,345.0,7.1924,500001.0,NEAR BAY +-122.56,37.92,37.0,1926.0,290.0,721.0,298.0,8.9248,500001.0,NEAR BAY +-122.55,37.91,48.0,1283.0,278.0,567.0,255.0,3.2794,460000.0,NEAR BAY +-122.53,37.88,25.0,4921.0,866.0,1913.0,834.0,6.8742,413100.0,NEAR BAY +-122.54,37.88,30.0,4382.0,732.0,1775.0,745.0,6.7809,414400.0,NEAR BAY +-122.53,37.87,20.0,1814.0,282.0,658.0,253.0,7.9977,400000.0,NEAR BAY +-122.53,37.88,36.0,2688.0,485.0,1064.0,449.0,4.4583,308600.0,NEAR BAY +-122.56,37.9,36.0,1760.0,283.0,562.0,246.0,6.7546,402400.0,NEAR BAY +-122.54,37.89,33.0,4971.0,836.0,1907.0,795.0,6.1275,424400.0,NEAR BAY +-122.53,37.89,35.0,4127.0,689.0,1596.0,707.0,5.9073,400400.0,NEAR BAY +-122.56,37.9,24.0,221.0,41.0,75.0,38.0,5.1292,362500.0,NEAR BAY +-122.51,37.87,21.0,3904.0,980.0,1949.0,919.0,2.862,258400.0,NEAR BAY +-122.47,37.85,19.0,1926.0,593.0,881.0,546.0,2.9145,140400.0,NEAR BAY +-122.5,37.87,17.0,4333.0,947.0,1650.0,919.0,6.3066,346100.0,NEAR BAY +-122.49,37.86,35.0,2729.0,538.0,969.0,528.0,6.7669,500001.0,NEAR BAY +-122.49,37.86,52.0,2175.0,510.0,809.0,503.0,4.5398,442000.0,NEAR BAY +-122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,500001.0,NEAR BAY +-122.48,37.85,42.0,6297.0,1307.0,2096.0,1205.0,6.4752,500001.0,NEAR BAY +-122.49,37.85,38.0,240.0,29.0,63.0,34.0,12.2547,500001.0,NEAR BAY +-122.52,37.88,52.0,176.0,50.0,88.0,46.0,3.8068,275000.0,NEAR BAY +-122.62,37.85,30.0,833.0,164.0,358.0,143.0,6.8198,493800.0,NEAR OCEAN +-122.53,37.86,38.0,1183.0,196.0,628.0,205.0,3.75,478600.0,NEAR BAY +-122.66,37.93,42.0,1505.0,324.0,553.0,277.0,4.1792,350000.0,NEAR OCEAN +-122.71,37.88,21.0,2845.0,552.0,599.0,250.0,4.3125,495800.0,NEAR OCEAN +-122.69,37.91,43.0,1730.0,326.0,629.0,279.0,4.3194,238700.0,NEAR OCEAN +-122.71,37.9,23.0,1250.0,257.0,437.0,188.0,3.115,242600.0,NEAR OCEAN +-122.86,38.1,44.0,2602.0,509.0,691.0,343.0,4.3125,261500.0,NEAR OCEAN +-122.84,38.07,31.0,1858.0,367.0,701.0,297.0,3.8269,270700.0,NEAR OCEAN +-122.93,38.02,28.0,1284.0,265.0,628.0,219.0,3.5469,200000.0,NEAR OCEAN +-122.68,38.07,26.0,1445.0,244.0,510.0,207.0,5.6305,430000.0,NEAR OCEAN +-122.9,38.28,52.0,1275.0,218.0,627.0,185.0,2.3482,163500.0,NEAR OCEAN +-122.96,38.26,20.0,1982.0,358.0,308.0,132.0,3.1429,240900.0,NEAR OCEAN +-122.81,38.08,19.0,1615.0,366.0,815.0,337.0,3.4609,238800.0,NEAR OCEAN +-122.8,38.18,36.0,2378.0,476.0,957.0,362.0,3.625,253100.0,NEAR OCEAN +-120.19,37.53,25.0,1470.0,341.0,706.0,283.0,1.7614,71300.0,INLAND +-120.02,37.57,17.0,2116.0,425.0,909.0,319.0,2.7188,113100.0,INLAND +-119.99,37.51,14.0,2878.0,617.0,1011.0,509.0,1.398,103800.0,INLAND +-119.95,37.47,32.0,1312.0,315.0,600.0,265.0,1.5,91500.0,INLAND +-119.98,37.43,12.0,2776.0,592.0,1236.0,489.0,2.5551,105000.0,INLAND +-120.07,37.34,16.0,1667.0,372.0,762.0,283.0,1.75,87500.0,INLAND +-120.31,37.64,11.0,2403.0,497.0,890.0,344.0,3.0,120800.0,INLAND +-120.15,37.69,13.0,866.0,252.0,369.0,165.0,2.875,70200.0,INLAND +-120.02,37.72,17.0,2806.0,600.0,990.0,410.0,2.3818,88100.0,INLAND +-119.81,37.67,24.0,172.0,42.0,79.0,30.0,3.8333,93800.0,INLAND +-119.82,37.57,13.0,1713.0,340.0,643.0,241.0,2.662,92400.0,INLAND +-119.9,37.49,13.0,2230.0,443.0,920.0,361.0,3.0,112000.0,INLAND +-119.84,37.48,17.0,2582.0,553.0,1087.0,423.0,2.5,104200.0,INLAND +-119.8,37.5,15.0,989.0,184.0,406.0,151.0,3.1771,121900.0,INLAND +-119.72,37.46,13.0,1999.0,375.0,750.0,308.0,2.875,96000.0,INLAND +-119.85,37.39,14.0,2744.0,555.0,1153.0,474.0,2.753,111100.0,INLAND +-119.55,37.75,30.0,2165.0,536.0,1500.0,414.0,3.5391,55900.0,INLAND +-119.64,37.61,30.0,2857.0,661.0,291.0,135.0,2.6838,164600.0,INLAND +-123.15,39.74,23.0,608.0,143.0,281.0,108.0,2.9306,70000.0,INLAND +-123.24,39.81,25.0,1435.0,304.0,746.0,259.0,1.7788,57900.0,INLAND +-123.23,39.77,25.0,2075.0,435.0,991.0,377.0,1.2281,60300.0,INLAND +-123.47,39.8,18.0,2130.0,545.0,863.0,346.0,2.3571,79200.0,INLAND +-123.71,39.88,42.0,1518.0,383.0,656.0,303.0,1.4952,69800.0,NEAR OCEAN +-123.84,39.83,19.0,1461.0,340.0,515.0,227.0,1.5278,145800.0,NEAR OCEAN +-123.58,39.66,15.0,1839.0,489.0,887.0,332.0,2.2429,100000.0,<1H OCEAN +-123.5,39.67,22.0,2124.0,450.0,1122.0,446.0,2.1793,71500.0,INLAND +-123.64,39.45,21.0,3359.0,677.0,1908.0,642.0,3.0433,140700.0,<1H OCEAN +-123.79,39.5,24.0,1421.0,291.0,588.0,274.0,2.325,157300.0,<1H OCEAN +-123.8,39.47,28.0,2492.0,507.0,1202.0,460.0,2.7857,150300.0,<1H OCEAN +-123.73,39.44,32.0,790.0,151.0,380.0,142.0,2.7,165000.0,<1H OCEAN +-123.84,39.46,47.0,1150.0,244.0,552.0,201.0,2.5192,110400.0,<1H OCEAN +-123.8,39.46,35.0,1718.0,345.0,698.0,299.0,2.9243,131600.0,<1H OCEAN +-123.8,39.44,52.0,1533.0,336.0,754.0,340.0,1.9213,95000.0,<1H OCEAN +-123.79,39.44,49.0,2290.0,482.0,1201.0,479.0,3.5,113300.0,<1H OCEAN +-123.8,39.44,33.0,2024.0,459.0,1019.0,422.0,1.9208,93600.0,<1H OCEAN +-123.79,39.44,36.0,1330.0,273.0,761.0,286.0,2.7813,105800.0,<1H OCEAN +-123.79,39.44,16.0,2017.0,423.0,1177.0,414.0,3.2171,116200.0,<1H OCEAN +-123.85,39.42,11.0,1804.0,506.0,895.0,451.0,1.7574,150000.0,<1H OCEAN +-123.34,39.5,15.0,2342.0,535.0,1064.0,433.0,1.8967,96600.0,INLAND +-123.4,39.46,10.0,4086.0,831.0,2111.0,758.0,3.2156,104400.0,<1H OCEAN +-123.32,39.42,22.0,2085.0,432.0,1133.0,402.0,2.3906,92600.0,<1H OCEAN +-123.38,39.37,18.0,3946.0,813.0,1899.0,730.0,2.6424,124600.0,<1H OCEAN +-123.35,39.42,18.0,1619.0,346.0,904.0,295.0,2.1625,77200.0,<1H OCEAN +-123.37,39.43,32.0,2780.0,470.0,1281.0,479.0,3.588,96000.0,<1H OCEAN +-123.36,39.41,46.0,1748.0,362.0,808.0,330.0,2.9183,76900.0,<1H OCEAN +-123.35,39.4,27.0,1321.0,338.0,779.0,327.0,1.85,71800.0,<1H OCEAN +-123.36,39.4,21.0,1081.0,254.0,715.0,275.0,1.5625,71500.0,<1H OCEAN +-123.34,39.39,18.0,2821.0,628.0,1636.0,615.0,2.3333,84000.0,<1H OCEAN +-123.1,39.36,19.0,1056.0,248.0,611.0,226.0,1.746,105000.0,INLAND +-123.23,39.33,20.0,804.0,121.0,448.0,140.0,3.9632,147100.0,<1H OCEAN +-123.15,39.31,19.0,1026.0,205.0,424.0,152.0,2.8833,154200.0,INLAND +-123.11,39.32,20.0,2745.0,504.0,1421.0,430.0,3.3431,137500.0,INLAND +-123.18,39.26,25.0,3066.0,570.0,1558.0,535.0,3.788,134200.0,<1H OCEAN +-123.22,39.28,16.0,5569.0,1106.0,3148.0,1088.0,3.1455,142900.0,<1H OCEAN +-123.36,39.25,17.0,1087.0,254.0,522.0,202.0,2.5875,144500.0,<1H OCEAN +-123.18,39.23,18.0,243.0,55.0,115.0,54.0,2.125,175000.0,<1H OCEAN +-123.21,39.2,17.0,3145.0,693.0,1560.0,647.0,2.2926,149300.0,<1H OCEAN +-123.19,39.21,22.0,1542.0,291.0,821.0,285.0,3.5917,118800.0,<1H OCEAN +-123.2,39.23,26.0,786.0,168.0,494.0,161.0,2.3583,105400.0,<1H OCEAN +-123.75,39.37,16.0,1377.0,296.0,830.0,279.0,3.25,151400.0,<1H OCEAN +-123.85,39.39,23.0,4671.0,912.0,2095.0,857.0,3.184,140500.0,<1H OCEAN +-123.81,39.34,17.0,1981.0,371.0,773.0,325.0,3.1563,277000.0,<1H OCEAN +-123.7,39.32,18.0,1652.0,352.0,711.0,292.0,3.1071,213200.0,<1H OCEAN +-123.81,39.31,23.0,2754.0,577.0,887.0,432.0,3.3654,225000.0,NEAR OCEAN +-123.73,39.17,20.0,4620.0,1042.0,1745.0,794.0,2.375,158800.0,NEAR OCEAN +-123.53,38.93,38.0,1706.0,355.0,506.0,211.0,2.5625,165600.0,NEAR OCEAN +-123.69,38.9,17.0,2206.0,478.0,1140.0,428.0,2.1985,95300.0,NEAR OCEAN +-123.59,38.8,17.0,5202.0,1037.0,1742.0,803.0,3.1201,176100.0,NEAR OCEAN +-123.54,39.17,18.0,2251.0,510.0,1032.0,369.0,2.2946,101000.0,<1H OCEAN +-123.39,38.99,28.0,1416.0,294.0,812.0,258.0,3.4063,109400.0,<1H OCEAN +-123.36,39.01,35.0,1551.0,321.0,857.0,288.0,2.7232,115400.0,<1H OCEAN +-123.21,39.18,17.0,2772.0,576.0,1501.0,584.0,2.6275,142100.0,<1H OCEAN +-123.34,39.1,24.0,5372.0,1051.0,3002.0,992.0,3.0652,131100.0,<1H OCEAN +-123.21,39.07,17.0,1890.0,342.0,877.0,312.0,3.7833,159800.0,<1H OCEAN +-123.22,39.15,45.0,1348.0,265.0,639.0,270.0,3.3667,115200.0,<1H OCEAN +-123.22,39.16,32.0,1149.0,187.0,499.0,208.0,3.6587,154600.0,<1H OCEAN +-123.23,39.13,33.0,1176.0,211.0,529.0,217.0,3.8958,144000.0,<1H OCEAN +-123.22,39.15,36.0,1166.0,216.0,504.0,203.0,3.5938,122100.0,<1H OCEAN +-123.21,39.15,52.0,1370.0,258.0,617.0,228.0,2.55,112900.0,<1H OCEAN +-123.21,39.14,39.0,1419.0,262.0,661.0,278.0,3.0,114600.0,<1H OCEAN +-123.21,39.13,27.0,1531.0,266.0,822.0,234.0,4.0469,127400.0,<1H OCEAN +-123.2,39.16,14.0,1908.0,484.0,1195.0,467.0,1.7929,82300.0,<1H OCEAN +-123.22,39.16,29.0,6121.0,1222.0,3595.0,1189.0,2.631,109600.0,<1H OCEAN +-123.2,39.15,27.0,990.0,238.0,592.0,225.0,2.0074,96200.0,<1H OCEAN +-123.19,39.15,16.0,2577.0,495.0,1232.0,488.0,2.6012,125600.0,<1H OCEAN +-123.21,39.15,31.0,2685.0,675.0,1367.0,626.0,1.6571,108900.0,<1H OCEAN +-123.2,39.14,17.0,1620.0,396.0,878.0,399.0,1.8042,109200.0,<1H OCEAN +-123.2,39.13,26.0,1474.0,417.0,1065.0,401.0,1.375,84400.0,<1H OCEAN +-123.21,39.14,15.0,2235.0,545.0,1376.0,516.0,1.9032,100000.0,<1H OCEAN +-123.1,39.15,32.0,1143.0,208.0,454.0,188.0,3.8333,116100.0,<1H OCEAN +-123.17,39.18,14.0,2240.0,327.0,1030.0,308.0,5.9585,214900.0,<1H OCEAN +-123.17,39.15,30.0,1904.0,331.0,816.0,325.0,4.425,161900.0,<1H OCEAN +-123.16,39.13,33.0,1320.0,303.0,1048.0,303.0,1.7813,94700.0,<1H OCEAN +-123.16,39.1,31.0,418.0,82.0,327.0,81.0,2.775,120800.0,<1H OCEAN +-123.19,39.12,38.0,267.0,57.0,196.0,60.0,2.3125,70000.0,<1H OCEAN +-123.15,38.94,22.0,2163.0,436.0,1048.0,358.0,2.7171,95800.0,<1H OCEAN +-123.1,38.97,36.0,1211.0,247.0,697.0,251.0,2.5761,94900.0,<1H OCEAN +-120.46,37.51,22.0,2704.0,497.0,1432.0,399.0,2.9,83100.0,INLAND +-120.68,37.47,33.0,1028.0,226.0,658.0,197.0,2.3043,66300.0,INLAND +-120.75,37.44,27.0,2295.0,424.0,1252.0,350.0,3.6182,123200.0,INLAND +-120.76,37.44,18.0,2003.0,398.0,1333.0,411.0,2.7562,90500.0,INLAND +-120.77,37.42,27.0,949.0,224.0,888.0,241.0,2.3333,72800.0,INLAND +-120.79,37.43,17.0,2534.0,517.0,1764.0,502.0,2.8519,80700.0,INLAND +-120.79,37.41,35.0,2436.0,466.0,1730.0,469.0,2.2071,85900.0,INLAND +-120.71,37.39,11.0,1479.0,341.0,1476.0,327.0,3.2721,73800.0,INLAND +-120.71,37.39,40.0,680.0,160.0,785.0,175.0,2.6058,72700.0,INLAND +-120.69,37.4,46.0,860.0,130.0,496.0,147.0,3.5167,137500.0,INLAND +-120.74,37.33,30.0,2390.0,470.0,1409.0,428.0,2.1484,81300.0,INLAND +-120.75,37.37,32.0,1656.0,317.0,1037.0,286.0,2.4964,88800.0,INLAND +-120.73,37.38,37.0,653.0,176.0,827.0,176.0,1.9236,64400.0,INLAND +-120.72,37.38,22.0,1311.0,319.0,1455.0,340.0,2.2813,67300.0,INLAND +-120.73,37.38,23.0,1451.0,292.0,1052.0,265.0,2.8698,72900.0,INLAND +-120.71,37.38,14.0,1979.0,432.0,1756.0,382.0,2.6923,71400.0,INLAND +-120.84,37.4,7.0,2773.0,530.0,1374.0,505.0,2.6214,103800.0,INLAND +-120.86,37.4,17.0,3511.0,636.0,1904.0,617.0,3.1111,113900.0,INLAND +-120.84,37.43,32.0,2892.0,521.0,1580.0,484.0,3.7784,164500.0,INLAND +-120.94,37.4,32.0,1175.0,208.0,774.0,222.0,3.0,109400.0,INLAND +-120.88,37.37,24.0,1294.0,222.0,684.0,221.0,2.6908,103100.0,INLAND +-120.89,37.33,27.0,2692.0,481.0,1518.0,447.0,2.0417,94200.0,INLAND +-120.64,37.38,21.0,3157.0,637.0,2268.0,620.0,2.567,70400.0,INLAND +-120.64,37.38,19.0,2256.0,449.0,1469.0,435.0,2.5129,84600.0,INLAND +-120.65,37.33,25.0,1731.0,311.0,810.0,266.0,4.1058,107600.0,INLAND +-120.59,37.39,16.0,4717.0,1119.0,3589.0,1017.0,2.1061,72800.0,INLAND +-120.63,37.41,27.0,2083.0,444.0,1462.0,479.0,2.6439,69100.0,INLAND +-120.57,37.43,39.0,2235.0,412.0,1268.0,402.0,2.6758,74600.0,INLAND +-120.6,37.37,10.0,3075.0,498.0,1368.0,487.0,4.6667,130100.0,INLAND +-120.6,37.36,27.0,2521.0,484.0,1307.0,456.0,3.0911,86900.0,INLAND +-120.63,37.36,16.0,1605.0,282.0,866.0,284.0,4.0694,110200.0,INLAND +-120.62,37.35,18.0,874.0,203.0,572.0,190.0,1.6833,71000.0,INLAND +-120.62,37.36,15.0,3455.0,729.0,2014.0,659.0,3.2656,83500.0,INLAND +-120.62,37.37,8.0,2608.0,428.0,1530.0,435.0,3.968,102100.0,INLAND +-120.59,37.36,11.0,3946.0,978.0,2814.0,953.0,2.0179,87300.0,INLAND +-120.6,37.35,34.0,1722.0,316.0,904.0,315.0,2.4653,66100.0,INLAND +-120.61,37.35,34.0,1900.0,401.0,1009.0,385.0,2.2222,75000.0,INLAND +-120.62,37.35,20.0,1457.0,372.0,1000.0,346.0,1.4615,69200.0,INLAND +-120.61,37.32,18.0,5009.0,826.0,2497.0,805.0,4.25,146300.0,INLAND +-120.6,37.34,34.0,1830.0,431.0,1304.0,415.0,2.1182,68900.0,INLAND +-120.61,37.36,16.0,638.0,,380.0,132.0,1.9135,87500.0,INLAND +-120.57,37.35,18.0,704.0,176.0,520.0,154.0,3.003,101300.0,INLAND +-120.6,37.35,19.0,3874.0,676.0,2441.0,707.0,3.2955,88600.0,INLAND +-120.59,37.35,15.0,3249.0,613.0,1569.0,595.0,3.5393,88000.0,INLAND +-120.58,37.36,33.0,3564.0,716.0,2603.0,696.0,2.2179,67500.0,INLAND +-120.64,37.2,16.0,2236.0,438.0,1361.0,393.0,2.0066,125000.0,INLAND +-120.55,37.32,21.0,1410.0,229.0,590.0,205.0,3.3194,141400.0,INLAND +-120.49,37.26,28.0,2159.0,416.0,1283.0,378.0,1.8939,83000.0,INLAND +-120.5,37.37,18.0,8606.0,1678.0,5303.0,1644.0,2.4012,79700.0,INLAND +-120.41,37.16,21.0,1684.0,341.0,1052.0,312.0,2.0809,95800.0,INLAND +-120.51,37.32,13.0,2109.0,477.0,1108.0,466.0,2.3099,89600.0,INLAND +-120.49,37.32,10.0,1275.0,255.0,620.0,240.0,3.0263,118300.0,INLAND +-120.5,37.32,13.0,1936.0,384.0,1158.0,367.0,2.75,83200.0,INLAND +-120.49,37.32,13.0,3474.0,927.0,2149.0,821.0,1.9528,85300.0,INLAND +-120.48,37.32,13.0,3641.0,897.0,1737.0,788.0,2.1418,130600.0,INLAND +-120.47,37.32,15.0,3952.0,984.0,2024.0,1026.0,2.558,121600.0,INLAND +-120.5,37.34,16.0,1245.0,231.0,956.0,219.0,3.4559,108000.0,INLAND +-120.48,37.34,8.0,6146.0,1017.0,2821.0,987.0,4.67,127600.0,INLAND +-120.47,37.34,9.0,2934.0,511.0,1227.0,501.0,3.6742,117200.0,INLAND +-120.43,37.32,16.0,1170.0,178.0,566.0,181.0,5.2522,125300.0,INLAND +-120.45,37.32,21.0,1318.0,202.0,618.0,197.0,4.8214,117800.0,INLAND +-120.45,37.32,19.0,3136.0,466.0,1631.0,484.0,3.6471,101400.0,INLAND +-120.46,37.33,4.0,786.0,116.0,368.0,109.0,6.3215,138200.0,INLAND +-120.46,37.33,17.0,6111.0,1171.0,2950.0,1104.0,3.2852,98800.0,INLAND +-120.44,37.31,16.0,3369.0,532.0,1770.0,574.0,5.2662,126200.0,INLAND +-120.45,37.31,20.0,4379.0,753.0,2055.0,716.0,3.7652,133500.0,INLAND +-120.46,37.31,26.0,3170.0,572.0,1524.0,565.0,3.48,95300.0,INLAND +-120.48,37.31,42.0,2361.0,512.0,1684.0,511.0,2.355,75600.0,INLAND +-120.5,37.31,36.0,2162.0,433.0,1048.0,451.0,2.6797,81800.0,INLAND +-120.49,37.31,45.0,1834.0,421.0,1405.0,407.0,2.0521,72400.0,INLAND +-120.48,37.3,49.0,2919.0,719.0,1956.0,679.0,1.5427,88500.0,INLAND +-120.48,37.3,39.0,1015.0,356.0,875.0,313.0,1.5,67000.0,INLAND +-120.49,37.3,50.0,985.0,309.0,621.0,250.0,1.3125,60900.0,INLAND +-120.44,37.31,21.0,6911.0,1341.0,3967.0,1297.0,3.0515,95200.0,INLAND +-120.46,37.31,35.0,2042.0,378.0,953.0,356.0,2.7344,87800.0,INLAND +-120.47,37.3,40.0,3693.0,771.0,2102.0,742.0,2.1838,75000.0,INLAND +-120.46,37.3,36.0,3346.0,739.0,2151.0,713.0,2.3095,68300.0,INLAND +-120.51,37.29,20.0,4927.0,1042.0,4205.0,1009.0,1.7679,79800.0,INLAND +-120.5,37.3,29.0,1572.0,456.0,1697.0,429.0,1.76,63200.0,INLAND +-120.49,37.3,35.0,1313.0,324.0,1350.0,343.0,1.75,57600.0,INLAND +-120.49,37.29,17.0,2414.0,594.0,2487.0,582.0,1.0955,62700.0,INLAND +-120.47,37.29,16.0,749.0,222.0,1277.0,224.0,1.2054,60900.0,INLAND +-120.48,37.29,17.0,2266.0,693.0,3200.0,664.0,1.5635,60400.0,INLAND +-120.47,37.28,19.0,1548.0,319.0,1227.0,309.0,1.7756,73300.0,INLAND +-120.49,37.28,11.0,1721.0,381.0,1708.0,373.0,1.9535,57100.0,INLAND +-120.44,37.28,12.0,2855.0,598.0,1658.0,586.0,2.3929,81100.0,INLAND +-120.44,37.29,18.0,1260.0,268.0,576.0,263.0,1.7222,101500.0,INLAND +-120.46,37.29,30.0,2972.0,635.0,1940.0,590.0,2.3594,72300.0,INLAND +-120.43,37.35,15.0,1613.0,203.0,673.0,213.0,5.9378,212200.0,INLAND +-120.4,37.3,28.0,1401.0,,967.0,257.0,1.5917,89400.0,INLAND +-120.3,37.34,33.0,993.0,186.0,556.0,175.0,2.4286,103600.0,INLAND +-120.32,37.29,38.0,576.0,,478.0,112.0,2.3382,59600.0,INLAND +-120.31,37.29,40.0,1542.0,341.0,1283.0,341.0,1.6929,55900.0,INLAND +-120.31,37.29,36.0,969.0,206.0,732.0,175.0,1.5938,57600.0,INLAND +-120.32,37.29,9.0,695.0,188.0,810.0,190.0,1.6172,56300.0,INLAND +-120.25,37.23,34.0,1656.0,328.0,1110.0,332.0,2.1845,59900.0,INLAND +-120.24,37.21,31.0,2447.0,465.0,1313.0,352.0,3.3929,93800.0,INLAND +-120.35,37.31,17.0,605.0,159.0,416.0,83.0,2.0,87500.0,INLAND +-121.0,37.25,31.0,1923.0,341.0,806.0,349.0,3.1738,97600.0,INLAND +-121.0,37.26,45.0,1750.0,371.0,847.0,354.0,1.7062,77400.0,INLAND +-121.0,37.25,21.0,1937.0,389.0,1002.0,373.0,2.6087,96200.0,INLAND +-121.01,37.25,16.0,2216.0,458.0,1135.0,424.0,2.7316,97500.0,INLAND +-121.06,37.18,30.0,2603.0,507.0,1491.0,473.0,3.0909,123400.0,INLAND +-120.89,37.21,25.0,3301.0,678.0,994.0,306.0,3.2262,97200.0,INLAND +-121.02,37.09,17.0,1118.0,270.0,560.0,244.0,2.0216,112500.0,INLAND +-121.02,36.94,33.0,1541.0,313.0,880.0,272.0,2.5074,117700.0,INLAND +-120.77,37.01,28.0,1689.0,378.0,1057.0,267.0,3.125,156300.0,INLAND +-120.95,37.09,43.0,1116.0,222.0,801.0,207.0,2.875,97200.0,INLAND +-120.85,37.08,3.0,3425.0,611.0,1588.0,459.0,4.1779,147800.0,INLAND +-120.85,37.07,16.0,1795.0,362.0,1642.0,340.0,2.5363,86300.0,INLAND +-120.84,37.07,24.0,1520.0,335.0,882.0,306.0,2.2019,100000.0,INLAND +-120.84,37.06,14.0,1506.0,380.0,1096.0,352.0,1.1301,78500.0,INLAND +-120.85,37.06,31.0,2609.0,645.0,1796.0,629.0,1.5479,82000.0,INLAND +-120.87,37.07,26.0,2036.0,401.0,1343.0,414.0,3.6331,88600.0,INLAND +-120.87,37.05,29.0,4176.0,779.0,2092.0,741.0,2.595,104200.0,INLAND +-120.85,37.05,32.0,2893.0,481.0,1198.0,466.0,3.1719,140600.0,INLAND +-120.84,37.05,8.0,1944.0,283.0,814.0,276.0,5.3988,165500.0,INLAND +-120.79,37.08,9.0,97.0,20.0,91.0,22.0,2.9063,55000.0,INLAND +-120.83,37.07,16.0,3736.0,761.0,1942.0,730.0,2.5598,120200.0,INLAND +-120.82,37.05,15.0,1385.0,288.0,775.0,255.0,1.933,140600.0,INLAND +-120.65,37.09,22.0,886.0,173.0,595.0,161.0,2.4398,150000.0,INLAND +-120.61,37.03,34.0,1841.0,354.0,1019.0,356.0,1.7841,67500.0,INLAND +-120.7,36.99,32.0,320.0,73.0,222.0,78.0,2.9271,87500.0,INLAND +-120.65,36.98,26.0,1787.0,364.0,1548.0,362.0,1.7188,49500.0,INLAND +-120.63,36.98,20.0,2380.0,489.0,1581.0,505.0,2.0595,61300.0,INLAND +-120.64,36.99,23.0,2363.0,449.0,1168.0,410.0,2.2794,75700.0,INLAND +-120.62,36.99,32.0,2455.0,508.0,1344.0,492.0,1.9732,69400.0,INLAND +-120.67,37.37,18.0,164.0,30.0,104.0,32.0,1.6607,87500.0,INLAND +-121.16,41.78,42.0,2918.0,576.0,1182.0,440.0,2.1434,44000.0,INLAND +-121.18,41.31,22.0,2124.0,432.0,829.0,313.0,2.4519,57500.0,INLAND +-120.87,41.54,21.0,1091.0,208.0,660.0,188.0,2.2321,34600.0,INLAND +-120.51,41.35,16.0,2843.0,564.0,892.0,386.0,2.5074,69100.0,INLAND +-120.48,41.82,20.0,1367.0,284.0,429.0,181.0,2.0227,47500.0,INLAND +-120.08,41.79,34.0,1355.0,262.0,434.0,178.0,2.0903,56100.0,INLAND +-120.12,41.4,33.0,2820.0,515.0,976.0,403.0,2.6062,52600.0,INLAND +-120.55,41.61,22.0,9047.0,1831.0,4276.0,1622.0,2.0802,47900.0,INLAND +-119.54,38.51,14.0,1250.0,272.0,721.0,234.0,2.35,95700.0,INLAND +-119.44,38.53,20.0,1963.0,434.0,682.0,273.0,1.5817,97800.0,INLAND +-119.3,38.26,19.0,3325.0,660.0,750.0,286.0,2.9509,114800.0,INLAND +-118.98,38.03,15.0,991.0,277.0,419.0,170.0,3.5469,82500.0,INLAND +-119.07,37.8,12.0,1736.0,352.0,330.0,123.0,3.5294,160700.0,INLAND +-119.08,37.78,17.0,1631.0,335.0,285.0,128.0,2.7656,130000.0,INLAND +-118.45,37.7,15.0,2199.0,453.0,899.0,347.0,2.35,107800.0,INLAND +-118.74,37.58,20.0,3301.0,779.0,1085.0,448.0,3.7315,159300.0,INLAND +-118.96,37.64,11.0,3934.0,697.0,901.0,345.0,4.2381,242700.0,INLAND +-119.02,37.64,14.0,5919.0,1278.0,265.0,112.0,3.2431,221400.0,INLAND +-118.98,37.65,18.0,1795.0,416.0,483.0,208.0,4.5375,169800.0,INLAND +-118.99,37.65,20.0,2474.0,625.0,338.0,141.0,5.01,195500.0,INLAND +-118.98,37.64,17.0,3769.0,908.0,1160.0,453.0,3.05,188900.0,INLAND +-118.97,37.64,13.0,1907.0,544.0,575.0,234.0,3.0685,162500.0,INLAND +-118.97,37.64,14.0,2284.0,622.0,342.0,137.0,3.0921,87500.0,INLAND +-118.97,37.64,14.0,1847.0,439.0,238.0,98.0,3.6042,137500.0,INLAND +-118.99,37.63,10.0,7744.0,1573.0,483.0,224.0,3.2917,231800.0,INLAND +-121.64,36.72,17.0,4203.0,816.0,2900.0,827.0,4.1742,159900.0,<1H OCEAN +-121.63,36.71,19.0,5015.0,1013.0,3251.0,940.0,3.9818,152900.0,<1H OCEAN +-121.62,36.71,24.0,4195.0,706.0,2200.0,647.0,4.3451,177800.0,<1H OCEAN +-121.62,36.74,30.0,1337.0,253.0,838.0,247.0,5.0374,165400.0,<1H OCEAN +-121.64,36.7,32.0,4089.0,735.0,2927.0,713.0,4.1675,142500.0,<1H OCEAN +-121.65,36.7,29.0,4964.0,1056.0,2773.0,1036.0,3.0827,148100.0,<1H OCEAN +-121.66,36.71,27.0,4131.0,886.0,2002.0,815.0,3.2929,157500.0,<1H OCEAN +-121.66,36.7,33.0,3252.0,630.0,2010.0,641.0,3.4222,158100.0,<1H OCEAN +-121.65,36.69,21.0,7884.0,2011.0,4907.0,1919.0,2.7367,160300.0,<1H OCEAN +-121.64,36.68,16.0,6568.0,1603.0,6012.0,1565.0,2.3463,156100.0,<1H OCEAN +-121.63,36.68,24.0,2591.0,739.0,3243.0,702.0,2.1766,108500.0,<1H OCEAN +-121.61,36.68,37.0,3149.0,833.0,3456.0,788.0,2.8542,127600.0,<1H OCEAN +-121.62,36.68,43.0,2534.0,592.0,2448.0,603.0,2.4884,130500.0,<1H OCEAN +-121.61,36.69,19.0,9899.0,2617.0,11272.0,2528.0,2.0244,118500.0,<1H OCEAN +-121.61,36.67,39.0,3260.0,821.0,3130.0,793.0,2.5224,119200.0,<1H OCEAN +-121.62,36.67,45.0,1827.0,408.0,1507.0,410.0,2.8942,129000.0,<1H OCEAN +-121.62,36.67,31.0,2697.0,690.0,2220.0,665.0,2.5329,135200.0,<1H OCEAN +-121.63,36.67,34.0,2486.0,560.0,2443.0,557.0,2.5263,130400.0,<1H OCEAN +-121.64,36.67,28.0,256.0,66.0,214.0,60.0,3.0197,137500.0,<1H OCEAN +-121.63,36.65,44.0,309.0,121.0,315.0,80.0,1.6071,112500.0,<1H OCEAN +-121.64,36.66,24.0,3174.0,506.0,1466.0,535.0,5.2285,248100.0,<1H OCEAN +-121.65,36.66,30.0,3745.0,767.0,1762.0,748.0,3.2355,214200.0,<1H OCEAN +-121.65,36.66,42.0,4261.0,840.0,2013.0,801.0,3.5288,221000.0,<1H OCEAN +-121.65,36.67,52.0,2351.0,459.0,1169.0,439.0,2.8924,169600.0,<1H OCEAN +-121.65,36.67,28.0,1926.0,556.0,1717.0,535.0,1.9385,123200.0,<1H OCEAN +-121.66,36.68,10.0,913.0,265.0,508.0,251.0,0.9914,147500.0,<1H OCEAN +-121.66,36.67,40.0,2878.0,592.0,1444.0,564.0,3.1439,192300.0,<1H OCEAN +-121.66,36.67,40.0,2497.0,520.0,1275.0,508.0,3.1071,193100.0,<1H OCEAN +-121.67,36.66,19.0,9371.0,1980.0,4259.0,1882.0,3.6875,189700.0,<1H OCEAN +-121.67,36.67,24.0,3071.0,544.0,1477.0,560.0,3.9219,222500.0,<1H OCEAN +-121.68,36.67,26.0,5745.0,1017.0,2780.0,996.0,5.0,202300.0,<1H OCEAN +-121.67,36.68,38.0,5561.0,1292.0,3523.0,1253.0,2.8289,168300.0,<1H OCEAN +-121.66,36.69,6.0,10613.0,2485.0,7249.0,2375.0,3.7912,168900.0,<1H OCEAN +-121.79,36.85,28.0,1049.0,235.0,705.0,208.0,2.7321,150000.0,NEAR OCEAN +-121.77,36.87,37.0,424.0,65.0,266.0,64.0,3.3472,293800.0,NEAR OCEAN +-121.73,36.9,23.0,2392.0,721.0,3074.0,718.0,2.5195,136900.0,<1H OCEAN +-121.71,36.9,16.0,1680.0,285.0,1103.0,275.0,4.6125,253800.0,<1H OCEAN +-121.68,36.9,13.0,833.0,130.0,405.0,127.0,5.2729,322900.0,<1H OCEAN +-121.66,36.89,15.0,2608.0,458.0,1531.0,457.0,5.5148,253500.0,<1H OCEAN +-121.76,36.83,28.0,1445.0,268.0,1017.0,284.0,3.6693,211000.0,<1H OCEAN +-121.73,36.86,28.0,827.0,178.0,703.0,144.0,4.4271,175700.0,<1H OCEAN +-121.71,36.88,19.0,2528.0,554.0,2332.0,492.0,3.7766,177000.0,<1H OCEAN +-121.73,36.85,22.0,1304.0,278.0,887.0,227.0,3.6607,206300.0,<1H OCEAN +-121.7,36.84,19.0,2511.0,465.0,1551.0,450.0,4.9107,231900.0,<1H OCEAN +-121.65,36.85,20.0,2606.0,424.0,1361.0,426.0,4.5787,245100.0,<1H OCEAN +-121.69,36.8,19.0,2164.0,410.0,1309.0,426.0,3.338,185300.0,<1H OCEAN +-121.74,36.79,16.0,3841.0,620.0,1799.0,611.0,4.3814,245300.0,<1H OCEAN +-121.72,36.81,18.0,1984.0,379.0,1078.0,359.0,3.2969,229900.0,<1H OCEAN +-121.69,36.81,18.0,2837.0,522.0,1454.0,458.0,4.5272,221000.0,<1H OCEAN +-121.66,36.82,17.0,3921.0,654.0,1895.0,641.0,5.0092,238700.0,<1H OCEAN +-121.64,36.82,18.0,1819.0,283.0,919.0,295.0,4.1696,222500.0,<1H OCEAN +-121.76,36.75,21.0,1141.0,257.0,671.0,195.0,3.8424,155700.0,<1H OCEAN +-121.7,36.77,21.0,2294.0,478.0,1306.0,430.0,3.0347,227200.0,<1H OCEAN +-121.76,36.77,27.0,1608.0,503.0,2031.0,498.0,2.3384,121000.0,<1H OCEAN +-121.75,36.77,25.0,1851.0,418.0,1678.0,390.0,3.2937,135300.0,<1H OCEAN +-121.75,36.76,32.0,1740.0,399.0,1563.0,389.0,2.7694,132400.0,<1H OCEAN +-121.64,36.74,30.0,2628.0,444.0,1372.0,432.0,4.1696,175000.0,<1H OCEAN +-121.64,36.8,18.0,5915.0,1000.0,2975.0,975.0,4.5812,255200.0,<1H OCEAN +-121.6,36.81,18.0,1575.0,230.0,751.0,219.0,5.2203,286500.0,<1H OCEAN +-121.65,36.77,15.0,2191.0,358.0,1150.0,330.0,4.7969,227500.0,<1H OCEAN +-121.68,36.72,12.0,19234.0,4492.0,12153.0,4372.0,3.2652,152800.0,<1H OCEAN +-121.7,36.67,37.0,641.0,129.0,458.0,142.0,3.3456,252600.0,<1H OCEAN +-121.62,36.63,52.0,1437.0,298.0,836.0,257.0,3.6286,165500.0,<1H OCEAN +-121.54,36.7,12.0,6758.0,1241.0,3918.0,1100.0,3.525,201700.0,<1H OCEAN +-121.62,36.69,11.0,4712.0,1098.0,5982.0,1105.0,2.5986,135700.0,<1H OCEAN +-121.62,36.69,12.0,512.0,144.0,767.0,149.0,2.2667,72900.0,<1H OCEAN +-121.69,36.62,19.0,1907.0,323.0,681.0,270.0,6.0332,244900.0,<1H OCEAN +-121.7,36.6,19.0,3562.0,530.0,1607.0,505.0,5.0162,283100.0,<1H OCEAN +-121.67,36.58,11.0,5892.0,837.0,2327.0,812.0,6.1551,291800.0,<1H OCEAN +-121.59,36.55,34.0,737.0,140.0,362.0,138.0,5.1788,270000.0,<1H OCEAN +-121.7,36.55,21.0,3905.0,583.0,1528.0,586.0,7.6245,336600.0,<1H OCEAN +-121.69,36.52,15.0,4037.0,586.0,1596.0,557.0,8.0922,390100.0,<1H OCEAN +-121.43,36.5,14.0,1835.0,468.0,1867.0,461.0,2.3879,129800.0,<1H OCEAN +-121.44,36.51,31.0,1636.0,380.0,1468.0,339.0,3.2219,114700.0,<1H OCEAN +-121.45,36.51,29.0,1045.0,311.0,1245.0,273.0,1.775,112500.0,<1H OCEAN +-121.42,36.57,13.0,2685.0,621.0,2474.0,573.0,2.8775,134100.0,<1H OCEAN +-121.48,36.49,28.0,1006.0,228.0,738.0,193.0,1.9722,210700.0,<1H OCEAN +-121.74,36.49,33.0,2952.0,565.0,1264.0,517.0,4.4209,274600.0,<1H OCEAN +-121.73,36.5,27.0,3184.0,520.0,1121.0,493.0,5.6383,377000.0,<1H OCEAN +-121.74,36.47,28.0,1973.0,343.0,970.0,349.0,4.25,279100.0,<1H OCEAN +-121.7,36.48,19.0,2150.0,479.0,1052.0,428.0,3.5039,288400.0,<1H OCEAN +-121.62,36.43,20.0,1335.0,290.0,717.0,243.0,4.7891,230600.0,<1H OCEAN +-121.66,36.37,9.0,1580.0,287.0,465.0,208.0,6.1668,405800.0,<1H OCEAN +-121.31,36.42,21.0,2740.0,615.0,2630.0,564.0,2.6629,102700.0,<1H OCEAN +-121.32,36.42,20.0,1054.0,269.0,1219.0,273.0,3.0437,76600.0,<1H OCEAN +-121.32,36.43,22.0,2927.0,637.0,2546.0,618.0,2.7153,114300.0,<1H OCEAN +-121.33,36.43,40.0,622.0,194.0,902.0,196.0,2.625,109100.0,<1H OCEAN +-121.4,36.38,39.0,2288.0,529.0,1449.0,410.0,3.3289,190600.0,<1H OCEAN +-121.23,36.33,23.0,2095.0,536.0,1858.0,457.0,3.0543,92400.0,<1H OCEAN +-121.25,36.32,12.0,4776.0,1082.0,4601.0,1066.0,2.9184,100500.0,<1H OCEAN +-121.26,36.32,30.0,146.0,41.0,164.0,40.0,2.3,206300.0,<1H OCEAN +-121.24,36.33,13.0,1642.0,418.0,1534.0,388.0,3.1222,125500.0,<1H OCEAN +-121.24,36.34,33.0,1691.0,308.0,792.0,262.0,2.6648,164600.0,<1H OCEAN +-121.12,36.21,16.0,1720.0,473.0,1427.0,291.0,2.1107,76200.0,<1H OCEAN +-121.13,36.21,27.0,1476.0,352.0,1156.0,358.0,3.1929,137900.0,<1H OCEAN +-121.13,36.21,30.0,1484.0,414.0,1200.0,351.0,1.7548,95800.0,<1H OCEAN +-121.13,36.21,34.0,2504.0,550.0,1810.0,547.0,3.4821,113700.0,<1H OCEAN +-121.13,36.2,16.0,1868.0,443.0,1323.0,436.0,2.9559,163200.0,<1H OCEAN +-121.02,36.24,12.0,2198.0,507.0,1971.0,502.0,2.6801,100000.0,<1H OCEAN +-121.2,36.14,12.0,3738.0,710.0,2337.0,664.0,3.9647,135000.0,<1H OCEAN +-121.39,36.16,28.0,1057.0,249.0,288.0,130.0,3.0526,146900.0,NEAR OCEAN +-121.32,35.95,31.0,372.0,68.0,479.0,67.0,3.5547,200000.0,NEAR OCEAN +-121.0,35.94,16.0,3077.0,628.0,1479.0,536.0,3.3724,114600.0,<1H OCEAN +-120.79,36.06,29.0,1916.0,386.0,1019.0,314.0,2.4881,87500.0,<1H OCEAN +-120.51,35.91,39.0,768.0,162.0,264.0,118.0,5.3245,250000.0,INLAND +-121.91,36.42,14.0,1078.0,261.0,382.0,171.0,3.7083,210000.0,NEAR OCEAN +-121.84,36.25,20.0,958.0,245.0,590.0,189.0,2.6094,362500.0,NEAR OCEAN +-121.62,36.14,25.0,726.0,274.0,411.0,214.0,3.2375,450000.0,NEAR OCEAN +-121.87,36.55,20.0,10053.0,1768.0,3083.0,1621.0,5.1506,387500.0,NEAR OCEAN +-121.82,36.54,22.0,1746.0,363.0,886.0,364.0,5.5469,378800.0,<1H OCEAN +-121.77,36.53,18.0,2321.0,358.0,803.0,341.0,10.1854,426000.0,<1H OCEAN +-121.84,36.52,18.0,3165.0,533.0,1312.0,434.0,6.5234,357400.0,NEAR OCEAN +-121.88,36.49,28.0,2830.0,458.0,898.0,370.0,5.8142,500001.0,NEAR OCEAN +-121.92,36.57,42.0,3944.0,738.0,1374.0,598.0,4.174,394400.0,NEAR OCEAN +-121.91,36.55,39.0,5468.0,834.0,1782.0,712.0,5.7248,398800.0,NEAR OCEAN +-121.92,36.54,33.0,5323.0,887.0,1670.0,740.0,3.9792,468000.0,NEAR OCEAN +-121.92,36.56,40.0,2124.0,449.0,643.0,341.0,5.5164,369100.0,NEAR OCEAN +-121.94,36.55,30.0,2722.0,584.0,628.0,384.0,3.4048,487100.0,NEAR OCEAN +-121.92,36.56,39.0,2144.0,538.0,749.0,419.0,2.7039,364000.0,NEAR OCEAN +-121.92,36.55,37.0,2190.0,419.0,490.0,300.0,3.7852,465800.0,NEAR OCEAN +-121.92,36.55,44.0,3494.0,635.0,693.0,415.0,3.6,452800.0,NEAR OCEAN +-121.92,36.55,52.0,2616.0,483.0,582.0,313.0,3.275,500001.0,NEAR OCEAN +-121.95,36.61,31.0,1736.0,250.0,497.0,170.0,6.3835,407800.0,NEAR OCEAN +-121.93,36.59,25.0,2201.0,353.0,622.0,295.0,5.0621,386500.0,NEAR OCEAN +-121.95,36.6,32.0,3152.0,504.0,793.0,426.0,7.1198,469900.0,NEAR OCEAN +-121.95,36.59,22.0,3553.0,530.0,1108.0,441.0,5.8505,417100.0,NEAR OCEAN +-121.94,36.58,23.0,4911.0,693.0,1480.0,606.0,6.777,500000.0,NEAR OCEAN +-121.94,36.57,28.0,3153.0,409.0,569.0,271.0,14.4113,500001.0,NEAR OCEAN +-121.93,36.6,33.0,3455.0,683.0,1704.0,663.0,4.0154,225700.0,NEAR OCEAN +-121.92,36.61,29.0,3735.0,808.0,1873.0,757.0,3.1543,253800.0,NEAR OCEAN +-121.93,36.62,34.0,2351.0,,1063.0,428.0,3.725,278000.0,NEAR OCEAN +-121.92,36.61,27.0,3044.0,661.0,1229.0,618.0,3.1359,268000.0,NEAR OCEAN +-121.93,36.62,39.0,869.0,173.0,406.0,165.0,4.0313,253800.0,NEAR OCEAN +-121.92,36.62,52.0,974.0,190.0,403.0,181.0,4.3281,236500.0,NEAR OCEAN +-121.92,36.62,52.0,1001.0,191.0,425.0,184.0,3.7614,241700.0,NEAR OCEAN +-121.92,36.62,47.0,1811.0,401.0,948.0,375.0,3.0379,249300.0,NEAR OCEAN +-121.91,36.62,52.0,1431.0,300.0,657.0,293.0,3.2865,240100.0,<1H OCEAN +-121.92,36.62,52.0,867.0,199.0,391.0,187.0,2.6713,234600.0,NEAR OCEAN +-121.92,36.62,52.0,1410.0,303.0,578.0,285.0,2.5625,235400.0,NEAR OCEAN +-121.92,36.62,52.0,728.0,161.0,313.0,142.0,3.4327,254500.0,NEAR OCEAN +-121.91,36.62,40.0,1292.0,271.0,504.0,230.0,2.475,258300.0,<1H OCEAN +-121.91,36.62,30.0,724.0,167.0,325.0,155.0,3.3333,247900.0,<1H OCEAN +-121.71,36.78,19.0,2371.0,324.0,944.0,332.0,5.9175,240200.0,<1H OCEAN +-121.92,36.62,52.0,2584.0,599.0,790.0,444.0,2.5263,286400.0,NEAR OCEAN +-121.91,36.62,52.0,541.0,157.0,240.0,145.0,3.5865,290000.0,<1H OCEAN +-121.91,36.62,52.0,1220.0,267.0,488.0,265.0,3.7454,243800.0,<1H OCEAN +-121.91,36.63,42.0,817.0,194.0,391.0,193.0,2.1776,279200.0,<1H OCEAN +-121.93,36.63,28.0,3983.0,852.0,1582.0,778.0,3.5147,313900.0,NEAR OCEAN +-121.93,36.63,33.0,1740.0,342.0,638.0,329.0,3.1912,319800.0,NEAR OCEAN +-121.92,36.63,40.0,1076.0,193.0,406.0,180.0,3.4943,311100.0,<1H OCEAN +-121.93,36.63,41.0,1049.0,198.0,428.0,183.0,4.3571,287500.0,NEAR OCEAN +-121.92,36.63,36.0,877.0,175.0,349.0,168.0,3.4167,339100.0,<1H OCEAN +-121.89,36.63,20.0,1834.0,554.0,971.0,514.0,3.0383,217300.0,<1H OCEAN +-121.9,36.61,29.0,3412.0,827.0,1574.0,759.0,2.9309,217100.0,NEAR OCEAN +-121.91,36.61,30.0,2755.0,597.0,1519.0,554.0,3.2952,234600.0,NEAR OCEAN +-121.92,36.61,27.0,1619.0,352.0,831.0,344.0,4.3,226400.0,NEAR OCEAN +-121.92,36.61,21.0,1242.0,340.0,834.0,362.0,2.4922,243800.0,NEAR OCEAN +-121.9,36.6,39.0,1629.0,423.0,804.0,386.0,2.4663,236500.0,NEAR OCEAN +-121.9,36.6,33.0,2461.0,649.0,1234.0,601.0,2.8727,225000.0,NEAR OCEAN +-121.9,36.6,45.0,2249.0,412.0,944.0,429.0,3.0625,260300.0,NEAR OCEAN +-121.9,36.59,42.0,2689.0,510.0,1023.0,459.0,4.6182,301000.0,NEAR OCEAN +-121.9,36.58,31.0,1431.0,,704.0,393.0,3.1977,289300.0,NEAR OCEAN +-121.91,36.59,31.0,2034.0,335.0,966.0,322.0,4.6964,291300.0,NEAR OCEAN +-121.91,36.6,35.0,2605.0,410.0,1110.0,406.0,5.5519,329500.0,NEAR OCEAN +-121.91,36.59,17.0,5039.0,833.0,1678.0,710.0,6.2323,339100.0,NEAR OCEAN +-121.89,36.6,40.0,626.0,164.0,337.0,150.0,2.7917,225000.0,<1H OCEAN +-121.89,36.6,19.0,656.0,200.0,248.0,173.0,1.2656,500000.0,<1H OCEAN +-121.88,36.6,30.0,1671.0,469.0,760.0,375.0,2.5164,178100.0,<1H OCEAN +-121.88,36.59,30.0,1822.0,505.0,932.0,496.0,2.6894,179500.0,<1H OCEAN +-121.89,36.59,18.0,2700.0,937.0,1042.0,744.0,3.1364,150000.0,NEAR OCEAN +-121.89,36.59,32.0,784.0,112.0,262.0,114.0,6.918,500001.0,NEAR OCEAN +-121.88,36.58,29.0,4910.0,871.0,3438.0,904.0,4.0432,450000.0,NEAR OCEAN +-121.86,36.58,20.0,6332.0,991.0,2668.0,955.0,5.7578,347700.0,<1H OCEAN +-121.81,36.57,13.0,3030.0,413.0,1027.0,363.0,6.9615,500001.0,<1H OCEAN +-121.87,36.61,21.0,1616.0,400.0,688.0,384.0,4.2109,278800.0,<1H OCEAN +-121.86,36.6,31.0,1044.0,285.0,762.0,301.0,3.038,195300.0,<1H OCEAN +-121.86,36.6,21.0,3634.0,1011.0,1985.0,917.0,2.9085,156300.0,<1H OCEAN +-121.86,36.6,33.0,1409.0,307.0,633.0,290.0,3.5568,191200.0,<1H OCEAN +-121.85,36.6,21.0,2381.0,701.0,1264.0,659.0,2.5372,218000.0,<1H OCEAN +-121.85,36.59,42.0,891.0,203.0,525.0,212.0,3.3156,186300.0,<1H OCEAN +-121.84,36.59,34.0,3852.0,733.0,1661.0,696.0,4.3269,221300.0,<1H OCEAN +-121.83,36.61,27.0,5665.0,1281.0,3612.0,1191.0,3.0542,142100.0,<1H OCEAN +-121.83,36.6,30.0,2748.0,502.0,1491.0,535.0,4.3472,185000.0,<1H OCEAN +-121.84,36.61,26.0,2902.0,761.0,2258.0,719.0,2.5663,128900.0,<1H OCEAN +-121.84,36.6,30.0,2958.0,691.0,1616.0,666.0,3.4643,191800.0,<1H OCEAN +-121.84,36.61,21.0,2876.0,802.0,2487.0,795.0,2.2007,112800.0,<1H OCEAN +-121.84,36.61,15.0,2190.0,586.0,1570.0,510.0,1.875,122300.0,<1H OCEAN +-121.82,36.61,24.0,2437.0,438.0,1430.0,444.0,3.8015,169100.0,<1H OCEAN +-121.83,36.61,26.0,3723.0,789.0,2563.0,747.0,3.4531,133100.0,<1H OCEAN +-121.83,36.61,27.0,2248.0,466.0,1644.0,453.0,3.2545,131200.0,<1H OCEAN +-121.83,36.62,33.0,2938.0,576.0,1516.0,568.0,3.5,162400.0,<1H OCEAN +-121.83,36.62,33.0,1771.0,398.0,1037.0,388.0,2.7708,161800.0,<1H OCEAN +-121.85,36.6,41.0,3138.0,717.0,1890.0,642.0,2.4864,140400.0,<1H OCEAN +-121.85,36.61,38.0,238.0,,191.0,67.0,1.3897,125000.0,<1H OCEAN +-121.86,36.63,37.0,338.0,109.0,231.0,100.0,2.5313,108300.0,<1H OCEAN +-121.84,36.62,26.0,32.0,8.0,27.0,10.0,2.225,150000.0,<1H OCEAN +-121.79,36.64,11.0,32627.0,6445.0,28566.0,6082.0,2.3087,118800.0,<1H OCEAN +-121.8,36.68,18.0,8581.0,1957.0,6071.0,1889.0,3.0,162200.0,<1H OCEAN +-121.79,36.68,22.0,6912.0,1513.0,3794.0,1455.0,3.0608,168300.0,<1H OCEAN +-121.8,36.72,14.0,2493.0,407.0,1296.0,418.0,5.4508,190000.0,<1H OCEAN +-121.8,36.69,12.0,3877.0,914.0,2274.0,858.0,3.4239,194800.0,<1H OCEAN +-121.77,36.71,18.0,6601.0,1395.0,3562.0,1299.0,3.512,174800.0,<1H OCEAN +-122.29,38.3,52.0,144.0,54.0,89.0,48.0,1.0096,162500.0,NEAR BAY +-122.29,38.3,52.0,935.0,224.0,315.0,207.0,1.8287,146900.0,NEAR BAY +-122.3,38.3,21.0,1108.0,269.0,524.0,274.0,2.7619,154600.0,NEAR BAY +-122.3,38.3,52.0,1128.0,207.0,450.0,197.0,3.3542,154600.0,NEAR BAY +-122.29,38.3,52.0,1219.0,288.0,847.0,283.0,1.6691,183300.0,NEAR BAY +-122.28,38.29,23.0,1398.0,388.0,1112.0,406.0,2.2366,140200.0,NEAR BAY +-122.29,38.29,52.0,3217.0,742.0,1670.0,671.0,2.4398,163100.0,NEAR BAY +-122.3,38.29,48.0,2278.0,477.0,1219.0,453.0,2.9643,154000.0,NEAR BAY +-122.3,38.29,40.0,1739.0,318.0,744.0,312.0,2.6518,156100.0,NEAR BAY +-122.29,38.28,38.0,2308.0,425.0,1272.0,406.0,3.6083,134200.0,NEAR BAY +-122.26,38.29,10.0,969.0,160.0,482.0,180.0,6.5799,218100.0,NEAR BAY +-122.27,38.29,36.0,1446.0,306.0,678.0,295.0,2.8409,153000.0,NEAR BAY +-122.28,38.3,23.0,526.0,152.0,245.0,130.0,2.0134,142500.0,NEAR BAY +-122.28,38.29,19.0,531.0,112.0,139.0,80.0,1.9875,325000.0,NEAR BAY +-122.27,38.29,20.0,3870.0,795.0,2088.0,774.0,3.3021,152700.0,NEAR BAY +-122.26,38.28,24.0,2831.0,502.0,1462.0,503.0,4.5,158300.0,NEAR BAY +-122.27,38.28,37.0,1170.0,303.0,766.0,302.0,2.6618,136200.0,NEAR BAY +-122.26,38.31,33.0,4518.0,704.0,1776.0,669.0,5.2444,281100.0,NEAR BAY +-122.27,38.32,31.0,1267.0,319.0,545.0,297.0,1.9946,206800.0,NEAR BAY +-122.27,38.31,44.0,3030.0,589.0,1373.0,582.0,2.9054,155200.0,NEAR BAY +-122.28,38.32,12.0,4609.0,1005.0,2293.0,960.0,3.4543,194500.0,NEAR BAY +-122.29,38.32,23.0,4312.0,993.0,2317.0,934.0,2.7667,153200.0,NEAR BAY +-122.3,38.32,20.0,2063.0,486.0,1045.0,460.0,2.5035,153200.0,NEAR BAY +-122.3,38.31,34.0,1797.0,395.0,1162.0,407.0,3.455,137500.0,NEAR BAY +-122.29,38.31,25.0,4927.0,1005.0,2756.0,998.0,2.7325,162900.0,NEAR BAY +-122.28,38.31,52.0,58.0,18.0,48.0,22.0,1.76,166700.0,NEAR BAY +-122.29,38.31,45.0,3075.0,754.0,1635.0,723.0,2.2721,139800.0,NEAR BAY +-122.3,38.3,44.0,3690.0,809.0,1922.0,736.0,2.6346,139800.0,NEAR BAY +-122.31,38.34,19.0,4187.0,684.0,1827.0,605.0,4.5293,210400.0,NEAR BAY +-122.31,38.33,21.0,1922.0,344.0,1051.0,342.0,3.6042,183300.0,NEAR BAY +-122.3,38.33,15.0,4741.0,956.0,2043.0,856.0,4.1862,183600.0,NEAR BAY +-122.31,38.33,26.0,2155.0,339.0,956.0,365.0,4.0132,174700.0,NEAR BAY +-122.31,38.32,33.0,2463.0,421.0,1235.0,465.0,3.7045,161500.0,NEAR BAY +-122.32,38.33,17.0,851.0,118.0,370.0,123.0,5.0877,209300.0,NEAR BAY +-122.33,38.33,15.0,3193.0,468.0,1303.0,426.0,5.3017,202600.0,NEAR BAY +-122.32,38.32,19.0,2922.0,417.0,1221.0,442.0,5.8002,238700.0,NEAR BAY +-122.32,38.32,22.0,2483.0,528.0,1478.0,492.0,4.0878,164400.0,NEAR BAY +-122.31,38.32,35.0,3997.0,762.0,2074.0,703.0,3.285,138100.0,NEAR BAY +-122.32,38.32,26.0,2710.0,498.0,1439.0,484.0,5.0,175200.0,NEAR BAY +-122.33,38.31,14.0,6778.0,947.0,2768.0,1014.0,6.1953,258900.0,NEAR BAY +-122.31,38.3,25.0,3883.0,740.0,1641.0,676.0,3.9,187300.0,NEAR BAY +-122.31,38.31,32.0,2577.0,458.0,1172.0,447.0,3.8796,175500.0,NEAR BAY +-122.31,38.3,45.0,3023.0,659.0,1789.0,657.0,3.6039,126000.0,NEAR BAY +-122.32,38.29,21.0,1607.0,356.0,834.0,352.0,2.3787,177900.0,NEAR BAY +-122.33,38.29,14.0,3541.0,499.0,1577.0,459.0,5.3351,269900.0,NEAR BAY +-122.3,38.29,20.0,1789.0,434.0,1113.0,398.0,2.4728,139700.0,NEAR BAY +-122.3,38.29,25.0,1701.0,427.0,1021.0,399.0,3.0404,142100.0,NEAR BAY +-122.3,38.28,31.0,1633.0,316.0,944.0,300.0,3.3977,158700.0,NEAR BAY +-122.31,38.27,34.0,1748.0,284.0,783.0,303.0,4.3585,194400.0,NEAR BAY +-122.3,38.27,4.0,1051.0,263.0,455.0,248.0,3.6389,130200.0,NEAR BAY +-122.3,38.25,18.0,3548.0,880.0,1476.0,699.0,3.7188,163400.0,NEAR BAY +-122.21,38.28,35.0,1273.0,210.0,555.0,181.0,4.4861,269300.0,NEAR BAY +-122.24,38.25,33.0,213.0,36.0,91.0,33.0,4.9167,187500.0,NEAR BAY +-122.28,38.22,42.0,106.0,18.0,40.0,25.0,7.5197,275000.0,NEAR BAY +-122.29,38.19,13.0,7065.0,1259.0,3864.0,1221.0,4.7472,148600.0,NEAR BAY +-122.25,38.17,34.0,778.0,137.0,406.0,136.0,4.2955,121300.0,NEAR BAY +-122.23,38.17,45.0,350.0,,225.0,72.0,1.8942,216700.0,NEAR BAY +-122.25,38.16,17.0,4459.0,944.0,1812.0,888.0,2.9375,106700.0,NEAR BAY +-122.26,38.16,23.0,2840.0,491.0,1586.0,466.0,4.0337,130400.0,NEAR BAY +-122.39,38.37,33.0,1066.0,191.0,403.0,163.0,6.8,240800.0,<1H OCEAN +-122.37,38.33,29.0,1868.0,291.0,764.0,284.0,4.825,195100.0,NEAR BAY +-122.35,38.3,18.0,3735.0,557.0,1504.0,521.0,5.6304,243100.0,NEAR BAY +-122.33,38.21,33.0,2017.0,370.0,949.0,342.0,4.625,228600.0,NEAR BAY +-122.4,38.34,33.0,1408.0,273.0,520.0,212.0,3.5781,242500.0,<1H OCEAN +-122.33,38.38,28.0,1020.0,169.0,504.0,164.0,4.5694,287500.0,INLAND +-122.4,38.41,20.0,4867.0,1015.0,1725.0,1015.0,2.5685,267600.0,INLAND +-122.32,38.35,20.0,3494.0,549.0,1673.0,541.0,5.5718,185200.0,INLAND +-122.36,38.41,18.0,1808.0,400.0,968.0,370.0,3.7067,175000.0,INLAND +-122.36,38.4,16.0,2716.0,546.0,898.0,500.0,2.2536,201200.0,INLAND +-122.18,38.35,24.0,407.0,68.0,175.0,61.0,6.0266,216700.0,INLAND +-122.21,38.41,12.0,4270.0,654.0,1624.0,598.0,5.5266,331300.0,INLAND +-122.29,38.4,28.0,2024.0,340.0,844.0,309.0,4.7833,361100.0,INLAND +-122.33,38.39,36.0,831.0,122.0,272.0,109.0,6.3427,304800.0,INLAND +-122.28,38.34,44.0,1066.0,190.0,416.0,174.0,3.6389,304000.0,NEAR BAY +-122.26,38.36,25.0,1821.0,344.0,349.0,179.0,6.9931,398800.0,INLAND +-122.26,38.33,34.0,2048.0,316.0,780.0,267.0,5.815,339200.0,NEAR BAY +-122.23,38.33,31.0,3440.0,574.0,1538.0,537.0,5.5368,325900.0,NEAR BAY +-122.24,38.31,38.0,1938.0,301.0,823.0,285.0,6.1089,280800.0,NEAR BAY +-122.52,38.53,35.0,1227.0,236.0,548.0,207.0,4.875,336700.0,INLAND +-122.48,38.48,29.0,2278.0,397.0,765.0,322.0,4.6379,348200.0,INLAND +-122.4,38.46,33.0,2542.0,466.0,1099.0,420.0,4.635,248500.0,INLAND +-122.47,38.51,18.0,2487.0,516.0,980.0,503.0,3.5506,187500.0,INLAND +-122.47,38.51,25.0,928.0,195.0,413.0,184.0,3.4904,196900.0,INLAND +-122.48,38.51,49.0,1977.0,393.0,741.0,339.0,3.1312,247600.0,INLAND +-122.48,38.5,37.0,3049.0,,1287.0,439.0,4.3125,276500.0,INLAND +-122.47,38.5,23.0,2191.0,415.0,959.0,361.0,4.1993,214500.0,INLAND +-122.45,38.51,18.0,1297.0,337.0,610.0,312.0,1.9441,184400.0,INLAND +-122.4,38.53,24.0,1741.0,289.0,564.0,231.0,3.6118,248400.0,INLAND +-122.44,38.57,26.0,2101.0,390.0,2171.0,360.0,3.6429,159700.0,INLAND +-122.45,38.58,34.0,2517.0,483.0,1324.0,464.0,3.0938,189400.0,INLAND +-122.47,38.6,20.0,1036.0,202.0,589.0,194.0,5.3698,303300.0,INLAND +-122.48,38.54,37.0,1898.0,359.0,973.0,340.0,4.2096,256600.0,INLAND +-122.46,38.53,32.0,1735.0,331.0,785.0,309.0,3.6641,275800.0,INLAND +-122.27,38.68,18.0,742.0,142.0,343.0,119.0,3.1563,98400.0,INLAND +-122.26,38.57,22.0,509.0,103.0,139.0,73.0,2.1979,152800.0,INLAND +-122.27,38.53,22.0,678.0,137.0,336.0,103.0,4.4,142500.0,INLAND +-122.18,38.49,15.0,1743.0,366.0,655.0,264.0,3.3393,146900.0,INLAND +-122.52,38.67,35.0,1705.0,321.0,708.0,253.0,3.4539,300000.0,INLAND +-122.59,38.56,43.0,2088.0,379.0,721.0,293.0,4.65,245000.0,<1H OCEAN +-122.57,38.58,18.0,2083.0,506.0,926.0,487.0,1.9925,225000.0,INLAND +-122.58,38.59,33.0,1239.0,262.0,539.0,246.0,3.5208,195800.0,INLAND +-122.58,38.58,32.0,2723.0,637.0,1549.0,556.0,2.3942,183100.0,INLAND +-122.59,38.58,18.0,3753.0,752.0,1454.0,668.0,3.7585,185700.0,<1H OCEAN +-121.07,39.15,15.0,6828.0,1319.0,3002.0,1318.0,2.4726,143400.0,INLAND +-121.07,39.09,17.0,1878.0,345.0,892.0,299.0,2.8864,143100.0,INLAND +-121.1,39.08,13.0,1110.0,216.0,602.0,209.0,2.5887,144400.0,INLAND +-121.11,39.09,16.0,1000.0,197.0,508.0,190.0,2.3062,138800.0,INLAND +-121.12,39.03,17.0,838.0,161.0,388.0,142.0,3.6563,163500.0,INLAND +-121.05,39.13,10.0,3063.0,497.0,1168.0,507.0,4.4375,185100.0,INLAND +-121.03,39.14,10.0,3138.0,524.0,1275.0,511.0,4.0775,164500.0,INLAND +-121.07,39.13,8.0,4839.0,832.0,1977.0,762.0,4.0848,155900.0,INLAND +-121.05,39.11,7.0,2767.0,423.0,1143.0,382.0,3.6333,170200.0,INLAND +-121.04,39.08,8.0,2870.0,526.0,1307.0,451.0,3.463,201700.0,INLAND +-121.0,39.09,7.0,439.0,84.0,246.0,80.0,3.0781,162500.0,INLAND +-121.08,39.02,13.0,1839.0,275.0,752.0,270.0,4.2031,209600.0,INLAND +-121.07,39.05,10.0,1813.0,311.0,827.0,287.0,3.6087,182100.0,INLAND +-121.07,39.04,9.0,2374.0,372.0,884.0,333.0,4.5042,206400.0,INLAND +-121.03,39.05,12.0,1875.0,307.0,806.0,283.0,3.9185,195200.0,INLAND +-121.06,39.04,14.0,1651.0,279.0,633.0,261.0,4.2802,194800.0,INLAND +-121.06,39.04,15.0,1999.0,287.0,585.0,246.0,5.5161,361900.0,INLAND +-121.06,39.03,11.0,1887.0,303.0,775.0,283.0,3.8417,187200.0,INLAND +-121.22,39.11,14.0,1405.0,269.0,660.0,228.0,3.0804,156800.0,INLAND +-121.19,39.05,14.0,1131.0,193.0,520.0,178.0,3.9,180400.0,INLAND +-121.14,39.1,13.0,1085.0,227.0,629.0,214.0,5.0389,171500.0,INLAND +-121.12,39.2,9.0,1431.0,254.0,681.0,221.0,3.045,170400.0,INLAND +-121.1,39.15,10.0,680.0,143.0,354.0,140.0,4.0333,161500.0,INLAND +-121.08,39.18,19.0,2323.0,397.0,963.0,379.0,3.7426,162700.0,INLAND +-121.18,39.26,14.0,811.0,161.0,352.0,121.0,3.5938,140300.0,INLAND +-121.18,39.25,9.0,3415.0,562.0,1208.0,479.0,4.3646,185900.0,INLAND +-121.2,39.25,5.0,906.0,144.0,376.0,141.0,4.3523,188200.0,INLAND +-121.18,39.23,8.0,2112.0,360.0,782.0,344.0,3.7125,175000.0,INLAND +-121.21,39.24,7.0,4194.0,673.0,1355.0,566.0,4.3702,226100.0,INLAND +-121.2,39.23,9.0,2802.0,447.0,955.0,418.0,5.2359,213300.0,INLAND +-121.18,39.19,16.0,1528.0,351.0,729.0,319.0,2.4688,138800.0,INLAND +-121.16,39.18,14.0,1006.0,187.0,462.0,185.0,3.1042,152000.0,INLAND +-121.25,39.17,9.0,999.0,189.0,411.0,176.0,2.125,151800.0,INLAND +-121.2,39.2,16.0,1039.0,182.0,554.0,184.0,2.9688,128300.0,INLAND +-121.15,39.23,13.0,3883.0,763.0,1816.0,682.0,2.8102,144400.0,INLAND +-121.24,39.22,14.0,983.0,163.0,399.0,161.0,2.2917,145100.0,INLAND +-121.23,39.27,11.0,1265.0,224.0,573.0,205.0,3.3603,162500.0,INLAND +-121.07,39.23,39.0,2099.0,433.0,929.0,423.0,1.9886,113800.0,INLAND +-121.04,39.24,48.0,1188.0,227.0,471.0,219.0,2.3125,125700.0,INLAND +-121.05,39.23,20.0,1634.0,374.0,1053.0,390.0,1.5313,154900.0,INLAND +-121.06,39.23,10.0,2229.0,537.0,982.0,512.0,2.186,132700.0,INLAND +-121.06,39.22,52.0,1749.0,422.0,837.0,391.0,2.325,109700.0,INLAND +-121.09,39.23,35.0,2637.0,511.0,1181.0,480.0,2.7813,109200.0,INLAND +-121.07,39.22,52.0,2432.0,495.0,928.0,435.0,2.425,121100.0,INLAND +-121.08,39.22,30.0,2188.0,,1033.0,437.0,2.1419,105200.0,INLAND +-121.08,39.21,17.0,3033.0,590.0,1319.0,583.0,2.4811,111800.0,INLAND +-121.09,39.22,25.0,2200.0,439.0,1045.0,419.0,2.6042,116700.0,INLAND +-121.07,39.2,45.0,204.0,62.0,133.0,51.0,1.0,90600.0,INLAND +-121.02,39.23,16.0,1427.0,319.0,642.0,333.0,1.4241,125000.0,INLAND +-121.04,39.22,14.0,1889.0,471.0,853.0,399.0,2.25,112500.0,INLAND +-121.03,39.21,28.0,2843.0,535.0,1310.0,525.0,3.2337,123100.0,INLAND +-121.05,39.2,48.0,1759.0,389.0,716.0,350.0,2.3125,108300.0,INLAND +-121.06,39.21,52.0,1452.0,309.0,637.0,299.0,2.2083,103900.0,INLAND +-121.05,39.21,43.0,1264.0,273.0,611.0,260.0,2.535,117100.0,INLAND +-120.94,39.22,12.0,1321.0,268.0,661.0,232.0,4.0062,153800.0,INLAND +-120.83,39.27,14.0,3338.0,608.0,1373.0,562.0,3.67,160100.0,INLAND +-121.0,39.23,15.0,2809.0,450.0,1267.0,408.0,4.0426,191700.0,INLAND +-120.99,39.22,16.0,1497.0,275.0,737.0,243.0,2.8942,182500.0,INLAND +-120.99,39.2,15.0,2993.0,562.0,1296.0,518.0,3.3009,156800.0,INLAND +-120.93,39.17,13.0,2331.0,464.0,1110.0,419.0,3.6563,164900.0,INLAND +-120.99,39.13,14.0,770.0,116.0,285.0,116.0,3.6434,155400.0,INLAND +-120.99,39.18,23.0,2550.0,457.0,1016.0,405.0,3.6607,153000.0,INLAND +-121.0,39.16,10.0,1170.0,225.0,537.0,194.0,3.2813,163200.0,INLAND +-121.04,39.19,17.0,856.0,167.0,518.0,170.0,3.5859,144300.0,INLAND +-121.02,39.17,17.0,2277.0,459.0,1149.0,476.0,3.2303,149500.0,INLAND +-121.02,39.27,52.0,3720.0,707.0,1424.0,609.0,3.2,155000.0,INLAND +-121.03,39.26,49.0,3739.0,759.0,1422.0,606.0,2.4283,143100.0,INLAND +-121.0,39.26,14.0,810.0,151.0,302.0,138.0,3.1094,136100.0,INLAND +-121.02,39.25,52.0,1549.0,275.0,604.0,249.0,2.2278,155400.0,INLAND +-121.06,39.29,14.0,1864.0,331.0,894.0,332.0,3.4028,171800.0,INLAND +-120.94,39.32,14.0,3120.0,595.0,1569.0,556.0,3.5385,157400.0,INLAND +-121.06,39.25,17.0,3127.0,539.0,1390.0,520.0,3.9537,172800.0,INLAND +-120.89,39.3,17.0,2282.0,431.0,974.0,371.0,3.5417,155100.0,INLAND +-120.99,39.26,16.0,2616.0,422.0,1090.0,425.0,3.7917,179200.0,INLAND +-120.91,39.39,16.0,352.0,105.0,226.0,82.0,1.6094,79500.0,INLAND +-121.03,39.37,15.0,1337.0,326.0,1172.0,306.0,2.6341,85000.0,INLAND +-121.13,39.31,17.0,3442.0,705.0,1693.0,619.0,2.8102,128900.0,INLAND +-120.74,39.39,18.0,453.0,117.0,152.0,77.0,1.3523,85700.0,INLAND +-120.09,39.4,17.0,1076.0,283.0,171.0,64.0,2.125,83900.0,INLAND +-120.17,39.33,18.0,1046.0,204.0,486.0,179.0,4.119,110900.0,INLAND +-120.2,39.33,26.0,1988.0,379.0,905.0,321.0,3.7841,109500.0,INLAND +-120.19,39.32,16.0,1536.0,298.0,646.0,208.0,2.3594,155700.0,INLAND +-120.17,39.32,14.0,2421.0,489.0,1000.0,354.0,3.5652,119800.0,INLAND +-120.17,39.33,10.0,614.0,141.0,195.0,95.0,0.9283,116300.0,INLAND +-120.1,39.37,10.0,2325.0,410.0,1016.0,373.0,4.5208,117300.0,INLAND +-120.1,39.33,9.0,2738.0,510.0,1193.0,412.0,4.3958,124800.0,INLAND +-120.15,39.36,9.0,2254.0,400.0,694.0,243.0,5.6856,138100.0,INLAND +-120.26,39.32,24.0,6012.0,1227.0,780.0,358.0,3.0043,122100.0,INLAND +-120.35,39.34,29.0,1986.0,474.0,337.0,100.0,4.0278,95800.0,INLAND +-120.27,39.35,11.0,2520.0,401.0,397.0,165.0,4.665,145600.0,INLAND +-120.25,39.34,9.0,2739.0,555.0,294.0,110.0,3.1842,162500.0,INLAND +-120.24,39.35,8.0,4195.0,725.0,291.0,115.0,3.4792,180800.0,INLAND +-120.23,39.36,7.0,2045.0,358.0,245.0,92.0,4.0481,152300.0,INLAND +-120.22,39.35,8.0,1872.0,281.0,203.0,71.0,4.5882,198400.0,INLAND +-120.21,39.35,7.0,914.0,159.0,85.0,34.0,4.7917,187500.0,INLAND +-120.19,39.35,7.0,2611.0,395.0,482.0,159.0,5.0622,174100.0,INLAND +-117.95,33.94,28.0,2851.0,496.0,1287.0,496.0,5.0782,264100.0,<1H OCEAN +-117.96,33.94,34.0,2228.0,399.0,1159.0,378.0,4.8906,228900.0,<1H OCEAN +-117.97,33.94,36.0,1870.0,338.0,947.0,324.0,4.1205,217000.0,<1H OCEAN +-117.97,33.94,34.0,1632.0,263.0,690.0,268.0,5.5608,255800.0,<1H OCEAN +-117.97,33.94,35.0,1928.0,360.0,1056.0,366.0,4.0893,215700.0,<1H OCEAN +-117.97,33.93,31.0,1975.0,373.0,918.0,347.0,4.4107,202000.0,<1H OCEAN +-117.97,33.93,33.0,1700.0,369.0,981.0,362.0,4.5461,194000.0,<1H OCEAN +-117.96,33.93,31.0,1471.0,321.0,841.0,330.0,3.46,232800.0,<1H OCEAN +-117.96,33.93,29.0,2316.0,522.0,1275.0,501.0,3.776,192600.0,<1H OCEAN +-117.96,33.94,31.0,2397.0,518.0,1407.0,476.0,2.6641,185200.0,<1H OCEAN +-117.94,33.93,33.0,1770.0,370.0,1346.0,366.0,4.0833,162500.0,<1H OCEAN +-117.94,33.93,34.0,1475.0,319.0,698.0,293.0,3.8194,186000.0,<1H OCEAN +-117.94,33.93,14.0,999.0,232.0,1037.0,244.0,2.7125,166100.0,<1H OCEAN +-117.95,33.93,25.0,3445.0,801.0,2400.0,750.0,3.4702,161900.0,<1H OCEAN +-117.95,33.93,37.0,2633.0,630.0,1904.0,630.0,2.6123,161300.0,<1H OCEAN +-117.96,33.93,15.0,2014.0,419.0,839.0,390.0,4.7446,175400.0,<1H OCEAN +-117.97,33.92,32.0,2620.0,398.0,1296.0,429.0,5.7796,241300.0,<1H OCEAN +-117.97,33.93,35.0,1887.0,328.0,989.0,351.0,4.1321,198100.0,<1H OCEAN +-117.97,33.92,24.0,2017.0,416.0,900.0,436.0,3.0,251400.0,<1H OCEAN +-117.96,33.92,18.0,3744.0,1027.0,1654.0,912.0,3.2158,215000.0,<1H OCEAN +-117.95,33.92,18.0,2825.0,660.0,1590.0,643.0,3.6106,153600.0,<1H OCEAN +-117.94,33.92,28.0,639.0,179.0,1062.0,169.0,3.0588,145200.0,<1H OCEAN +-117.95,33.92,32.0,1661.0,312.0,1201.0,302.0,4.0,178200.0,<1H OCEAN +-117.95,33.92,11.0,3127.0,706.0,1594.0,694.0,4.3426,141300.0,<1H OCEAN +-117.94,33.92,32.0,1053.0,207.0,1038.0,222.0,4.6696,165500.0,<1H OCEAN +-117.95,33.92,13.0,2312.0,592.0,2038.0,559.0,3.1378,137000.0,<1H OCEAN +-117.94,33.94,25.0,3250.0,546.0,1452.0,501.0,5.1084,303800.0,<1H OCEAN +-117.94,33.94,30.0,1596.0,307.0,845.0,309.0,4.5096,241100.0,<1H OCEAN +-117.95,33.94,31.0,2237.0,431.0,1135.0,434.0,4.45,267900.0,<1H OCEAN +-117.94,33.94,26.0,1962.0,540.0,1236.0,520.0,2.2156,145000.0,<1H OCEAN +-117.93,33.94,30.0,2658.0,382.0,1135.0,392.0,6.0516,245000.0,<1H OCEAN +-117.93,33.94,28.0,3664.0,719.0,1820.0,657.0,4.225,224700.0,<1H OCEAN +-117.93,33.93,25.0,2431.0,534.0,1702.0,523.0,3.7933,184400.0,<1H OCEAN +-117.92,33.94,27.0,4566.0,620.0,2045.0,664.0,5.583,267700.0,<1H OCEAN +-117.92,33.94,30.0,2506.0,394.0,1255.0,421.0,4.7813,198200.0,<1H OCEAN +-117.93,33.92,34.0,2271.0,437.0,1393.0,433.0,4.2443,174400.0,<1H OCEAN +-117.93,33.93,37.0,1128.0,273.0,931.0,234.0,2.8,137500.0,<1H OCEAN +-117.93,33.93,33.0,1626.0,378.0,1062.0,356.0,2.1944,139600.0,<1H OCEAN +-117.92,33.93,12.0,4415.0,890.0,1532.0,854.0,3.75,166300.0,<1H OCEAN +-117.91,33.93,21.0,2578.0,363.0,1207.0,350.0,6.2452,291700.0,<1H OCEAN +-117.91,33.94,15.0,5799.0,842.0,2314.0,787.0,6.3433,350500.0,<1H OCEAN +-117.89,33.94,20.0,3349.0,685.0,1822.0,675.0,4.7216,227000.0,<1H OCEAN +-117.88,33.93,17.0,6100.0,861.0,2771.0,866.0,7.6486,306700.0,<1H OCEAN +-117.9,33.93,12.0,4325.0,1191.0,1897.0,1080.0,3.3173,247400.0,<1H OCEAN +-117.89,33.92,17.0,2936.0,555.0,1381.0,535.0,5.4617,190300.0,<1H OCEAN +-117.9,33.92,27.0,698.0,116.0,391.0,126.0,5.9177,267600.0,<1H OCEAN +-117.91,33.92,21.0,380.0,91.0,398.0,70.0,4.7222,208300.0,<1H OCEAN +-117.91,33.91,27.0,2181.0,501.0,1555.0,488.0,3.6106,196400.0,<1H OCEAN +-117.91,33.91,34.0,1763.0,303.0,894.0,297.0,5.0096,221700.0,<1H OCEAN +-117.91,33.91,32.0,1530.0,301.0,666.0,276.0,4.125,230200.0,<1H OCEAN +-117.91,33.91,24.0,2249.0,379.0,1015.0,385.0,4.9766,267100.0,<1H OCEAN +-117.89,33.92,34.0,1473.0,312.0,1025.0,315.0,3.8333,170400.0,<1H OCEAN +-117.89,33.91,33.0,1264.0,224.0,527.0,227.0,3.7321,216500.0,<1H OCEAN +-117.9,33.91,36.0,1376.0,257.0,687.0,221.0,3.5403,195400.0,<1H OCEAN +-117.89,33.92,8.0,2120.0,544.0,1281.0,470.0,3.4954,159500.0,<1H OCEAN +-117.89,33.92,14.0,1562.0,373.0,609.0,328.0,2.3935,125000.0,<1H OCEAN +-117.89,33.9,16.0,1426.0,216.0,652.0,226.0,6.5284,288700.0,<1H OCEAN +-117.89,33.9,23.0,1533.0,226.0,693.0,230.0,7.898,258200.0,<1H OCEAN +-117.9,33.9,19.0,2176.0,414.0,1002.0,402.0,4.9743,193500.0,<1H OCEAN +-117.9,33.91,26.0,2885.0,476.0,1227.0,439.0,4.9524,226600.0,<1H OCEAN +-117.9,33.91,33.0,4181.0,804.0,2049.0,834.0,4.3103,201600.0,<1H OCEAN +-117.92,33.92,19.0,2181.0,400.0,1272.0,337.0,5.1952,302100.0,<1H OCEAN +-117.92,33.91,33.0,2868.0,382.0,1204.0,412.0,6.1825,336900.0,<1H OCEAN +-117.92,33.91,27.0,2558.0,310.0,891.0,316.0,9.5561,411800.0,<1H OCEAN +-117.91,33.9,27.0,829.0,114.0,383.0,133.0,9.3125,293500.0,<1H OCEAN +-117.92,33.89,18.0,2895.0,487.0,1116.0,429.0,5.4716,400000.0,<1H OCEAN +-117.92,33.9,13.0,1814.0,320.0,1010.0,313.0,6.3489,337900.0,<1H OCEAN +-117.93,33.91,24.0,1698.0,297.0,676.0,273.0,5.2017,364600.0,<1H OCEAN +-117.9,33.9,18.0,3821.0,576.0,1430.0,568.0,6.9399,349600.0,<1H OCEAN +-117.9,33.88,28.0,2696.0,346.0,947.0,356.0,9.0055,375400.0,<1H OCEAN +-117.89,33.89,17.0,1671.0,192.0,678.0,206.0,13.1107,467600.0,<1H OCEAN +-117.92,33.89,12.0,1859.0,393.0,622.0,316.0,5.0258,161800.0,<1H OCEAN +-117.97,33.91,19.0,8096.0,1318.0,3853.0,1313.0,6.0076,269500.0,<1H OCEAN +-117.96,33.9,9.0,1899.0,284.0,1070.0,293.0,7.2532,381500.0,<1H OCEAN +-117.95,33.9,15.0,3057.0,479.0,1679.0,498.0,6.8429,372600.0,<1H OCEAN +-117.96,33.9,10.0,2423.0,356.0,1213.0,347.0,6.5635,346900.0,<1H OCEAN +-117.98,33.9,6.0,1537.0,347.0,506.0,280.0,4.8264,146800.0,<1H OCEAN +-117.96,33.88,25.0,3578.0,461.0,1588.0,466.0,6.2556,341300.0,<1H OCEAN +-117.95,33.89,17.0,1665.0,247.0,755.0,254.0,6.5764,349000.0,<1H OCEAN +-117.96,33.89,24.0,1332.0,252.0,625.0,230.0,4.4375,334100.0,<1H OCEAN +-117.94,33.91,18.0,8836.0,1527.0,3946.0,1451.0,5.6441,313000.0,<1H OCEAN +-117.93,33.9,30.0,2629.0,331.0,956.0,319.0,9.9071,500001.0,<1H OCEAN +-117.94,33.89,30.0,2577.0,404.0,1076.0,374.0,6.7528,459600.0,<1H OCEAN +-117.94,33.88,35.0,2159.0,343.0,833.0,335.0,5.3738,365100.0,<1H OCEAN +-117.94,33.9,27.0,2029.0,242.0,711.0,254.0,9.7956,500001.0,<1H OCEAN +-117.98,33.87,25.0,2037.0,515.0,1435.0,496.0,3.3199,188800.0,<1H OCEAN +-117.98,33.87,29.0,1310.0,332.0,937.0,294.0,3.8068,158700.0,<1H OCEAN +-117.98,33.86,25.0,1025.0,266.0,726.0,183.0,3.875,137500.0,<1H OCEAN +-117.98,33.86,26.0,1240.0,285.0,781.0,315.0,4.1287,205800.0,<1H OCEAN +-117.97,33.87,28.0,1784.0,440.0,1255.0,433.0,3.7054,169200.0,<1H OCEAN +-117.97,33.86,34.0,2138.0,490.0,1682.0,463.0,3.6006,161700.0,<1H OCEAN +-117.97,33.86,35.0,1691.0,367.0,1265.0,378.0,3.5855,174300.0,<1H OCEAN +-117.97,33.86,12.0,1370.0,367.0,1022.0,296.0,3.6471,141700.0,<1H OCEAN +-117.96,33.86,35.0,2146.0,430.0,1230.0,429.0,3.7813,184900.0,<1H OCEAN +-117.96,33.86,35.0,2181.0,371.0,1249.0,358.0,4.2937,183200.0,<1H OCEAN +-117.96,33.87,35.0,1972.0,367.0,1152.0,356.0,3.7222,187500.0,<1H OCEAN +-117.95,33.86,35.0,2375.0,439.0,1343.0,424.0,4.53,193500.0,<1H OCEAN +-117.95,33.86,35.0,2478.0,431.0,1333.0,427.0,5.2099,191400.0,<1H OCEAN +-117.96,33.86,32.0,2366.0,505.0,1283.0,477.0,3.3516,190000.0,<1H OCEAN +-117.94,33.88,46.0,1747.0,312.0,770.0,296.0,5.4217,256000.0,<1H OCEAN +-117.95,33.87,34.0,1599.0,296.0,938.0,307.0,4.285,184900.0,<1H OCEAN +-117.95,33.87,35.0,1854.0,383.0,1115.0,381.0,4.4784,185200.0,<1H OCEAN +-117.95,33.87,22.0,1432.0,335.0,746.0,296.0,2.0227,55000.0,<1H OCEAN +-117.96,33.87,27.0,890.0,289.0,416.0,200.0,3.141,167500.0,<1H OCEAN +-117.96,33.87,37.0,1785.0,360.0,1155.0,403.0,4.7984,175800.0,<1H OCEAN +-117.95,33.88,34.0,1939.0,355.0,817.0,314.0,3.6705,275000.0,<1H OCEAN +-117.94,33.86,36.0,2824.0,493.0,1394.0,507.0,4.6477,194700.0,<1H OCEAN +-117.94,33.86,33.0,1013.0,312.0,706.0,266.0,2.1432,197500.0,<1H OCEAN +-117.95,33.86,36.0,2038.0,343.0,1066.0,346.0,5.197,195700.0,<1H OCEAN +-117.93,33.86,36.0,1672.0,318.0,1173.0,337.0,4.5774,182100.0,<1H OCEAN +-117.93,33.86,35.0,1216.0,225.0,893.0,228.0,4.0288,184000.0,<1H OCEAN +-117.94,33.86,35.0,1235.0,227.0,875.0,220.0,4.6964,183100.0,<1H OCEAN +-117.94,33.86,35.0,2127.0,417.0,1247.0,378.0,4.75,185600.0,<1H OCEAN +-117.93,33.88,52.0,2157.0,362.0,1001.0,373.0,5.1237,240000.0,<1H OCEAN +-117.93,33.87,10.0,1277.0,488.0,730.0,417.0,1.4803,137500.0,<1H OCEAN +-117.94,33.87,46.0,2066.0,450.0,1275.0,448.0,3.9375,187000.0,<1H OCEAN +-117.94,33.88,35.0,1694.0,296.0,679.0,282.0,4.3333,239300.0,<1H OCEAN +-117.92,33.87,44.0,308.0,87.0,301.0,100.0,2.1991,191100.0,<1H OCEAN +-117.92,33.87,36.0,1125.0,285.0,966.0,257.0,2.8438,162500.0,<1H OCEAN +-117.93,33.87,52.0,950.0,229.0,429.0,185.0,2.315,182100.0,<1H OCEAN +-117.93,33.88,45.0,1306.0,293.0,585.0,260.0,4.0812,241700.0,<1H OCEAN +-117.93,33.88,32.0,2458.0,359.0,967.0,409.0,7.2893,293500.0,<1H OCEAN +-117.92,33.88,52.0,1270.0,276.0,609.0,211.0,3.75,232500.0,<1H OCEAN +-117.91,33.88,34.0,1851.0,291.0,784.0,290.0,5.2336,235600.0,<1H OCEAN +-117.92,33.88,32.0,1683.0,273.0,719.0,263.0,5.3649,243600.0,<1H OCEAN +-117.92,33.88,32.0,1632.0,244.0,575.0,235.0,5.3986,318700.0,<1H OCEAN +-117.91,33.89,30.0,1631.0,212.0,523.0,216.0,7.875,351900.0,<1H OCEAN +-117.9,33.88,35.0,2062.0,353.0,991.0,357.0,5.2897,230400.0,<1H OCEAN +-117.9,33.88,34.0,1396.0,245.0,661.0,261.0,4.675,215400.0,<1H OCEAN +-117.9,33.87,28.0,2315.0,538.0,1360.0,504.0,2.9861,218600.0,<1H OCEAN +-117.9,33.87,34.0,1411.0,292.0,1040.0,299.0,3.4338,195200.0,<1H OCEAN +-117.91,33.87,29.0,1121.0,,762.0,276.0,2.5,143800.0,<1H OCEAN +-117.91,33.87,52.0,2031.0,506.0,1191.0,463.0,2.9076,177300.0,<1H OCEAN +-117.88,33.89,18.0,1616.0,532.0,866.0,496.0,3.6435,119100.0,<1H OCEAN +-117.88,33.89,16.0,959.0,176.0,353.0,185.0,4.5,173300.0,<1H OCEAN +-117.88,33.88,15.0,957.0,360.0,615.0,370.0,3.0263,162500.0,<1H OCEAN +-117.89,33.88,15.0,1655.0,626.0,1549.0,582.0,1.9127,175000.0,<1H OCEAN +-117.89,33.88,33.0,1582.0,256.0,771.0,240.0,5.3836,229600.0,<1H OCEAN +-117.89,33.88,27.0,2091.0,336.0,1037.0,332.0,5.7519,243400.0,<1H OCEAN +-117.89,33.87,25.0,1492.0,439.0,755.0,389.0,3.0893,188200.0,<1H OCEAN +-117.89,33.87,32.0,1133.0,216.0,693.0,228.0,3.3594,202100.0,<1H OCEAN +-117.88,33.87,35.0,1919.0,349.0,1302.0,345.0,5.6409,190900.0,<1H OCEAN +-117.89,33.87,32.0,1569.0,422.0,835.0,386.0,3.0465,148900.0,<1H OCEAN +-117.93,33.87,45.0,1006.0,230.0,1237.0,237.0,3.3472,168000.0,<1H OCEAN +-117.93,33.86,36.0,931.0,279.0,778.0,303.0,2.6563,155000.0,<1H OCEAN +-117.93,33.86,17.0,1627.0,398.0,1216.0,369.0,3.3438,186600.0,<1H OCEAN +-117.93,33.86,35.0,931.0,181.0,516.0,174.0,5.5867,182500.0,<1H OCEAN +-117.93,33.87,29.0,1221.0,371.0,1822.0,326.0,1.7935,162500.0,<1H OCEAN +-117.89,33.86,28.0,1395.0,398.0,1220.0,362.0,3.3008,193800.0,<1H OCEAN +-117.91,33.86,26.0,2296.0,570.0,1415.0,527.0,2.4732,165800.0,<1H OCEAN +-117.92,33.86,26.0,745.0,161.0,247.0,151.0,3.6375,133900.0,<1H OCEAN +-117.92,33.87,33.0,1597.0,,1888.0,423.0,3.055,157800.0,<1H OCEAN +-117.87,33.91,16.0,2434.0,455.0,1017.0,476.0,4.2188,176300.0,<1H OCEAN +-117.88,33.9,21.0,3180.0,434.0,1413.0,391.0,6.5945,277300.0,<1H OCEAN +-117.88,33.9,15.0,1705.0,478.0,759.0,479.0,3.5333,114400.0,<1H OCEAN +-117.88,33.89,19.0,3583.0,911.0,2300.0,871.0,3.0214,218400.0,<1H OCEAN +-117.88,33.89,17.0,3218.0,923.0,1701.0,824.0,3.6946,265500.0,<1H OCEAN +-117.87,33.89,25.0,1142.0,162.0,486.0,150.0,7.1472,270100.0,<1H OCEAN +-117.86,33.91,16.0,2889.0,423.0,1227.0,401.0,6.4514,270800.0,<1H OCEAN +-117.86,33.9,17.0,1452.0,188.0,630.0,194.0,6.9113,285200.0,<1H OCEAN +-117.86,33.9,25.0,3205.0,409.0,1291.0,408.0,7.2478,299200.0,<1H OCEAN +-117.87,33.9,21.0,3181.0,447.0,1416.0,469.0,6.8268,280300.0,<1H OCEAN +-117.86,33.89,22.0,4386.0,593.0,1915.0,592.0,6.6897,289800.0,<1H OCEAN +-117.86,33.89,24.0,2002.0,253.0,820.0,241.0,6.9612,274500.0,<1H OCEAN +-117.87,33.89,19.0,1674.0,243.0,786.0,234.0,6.4218,275000.0,<1H OCEAN +-117.86,33.88,19.0,1621.0,328.0,871.0,322.0,3.7361,201400.0,<1H OCEAN +-117.87,33.89,17.0,1441.0,530.0,769.0,456.0,2.425,171700.0,<1H OCEAN +-117.87,33.89,22.0,2340.0,664.0,1382.0,546.0,3.343,184600.0,<1H OCEAN +-117.87,33.88,25.0,1808.0,440.0,1342.0,454.0,3.025,156900.0,<1H OCEAN +-117.87,33.88,24.0,2655.0,702.0,1519.0,708.0,3.3036,183900.0,<1H OCEAN +-117.87,33.88,28.0,3333.0,752.0,2026.0,722.0,3.5667,190700.0,<1H OCEAN +-117.87,33.88,28.0,2612.0,602.0,1682.0,563.0,3.6417,204300.0,<1H OCEAN +-117.86,33.87,12.0,1600.0,251.0,685.0,256.0,5.1784,254000.0,<1H OCEAN +-117.87,33.85,33.0,45.0,11.0,34.0,10.0,5.2949,350000.0,<1H OCEAN +-117.85,33.86,18.0,329.0,72.0,209.0,71.0,4.6806,187500.0,<1H OCEAN +-117.85,33.89,22.0,4020.0,655.0,1486.0,635.0,5.9639,262300.0,<1H OCEAN +-117.85,33.88,14.0,4753.0,681.0,2138.0,678.0,7.3658,288500.0,<1H OCEAN +-117.86,33.88,20.0,3977.0,540.0,1886.0,541.0,6.5843,272200.0,<1H OCEAN +-117.85,33.87,15.0,5078.0,806.0,2569.0,759.0,5.6549,301900.0,<1H OCEAN +-117.85,33.9,20.0,4026.0,648.0,1997.0,650.0,5.5918,260500.0,<1H OCEAN +-117.85,33.9,25.0,1548.0,256.0,811.0,263.0,5.2037,242200.0,<1H OCEAN +-117.84,33.89,24.0,3935.0,625.0,1912.0,593.0,5.7951,226900.0,<1H OCEAN +-117.85,33.89,24.0,3326.0,503.0,1616.0,494.0,5.7457,240600.0,<1H OCEAN +-117.88,33.87,21.0,1519.0,388.0,1203.0,366.0,3.2083,145300.0,<1H OCEAN +-117.87,33.86,19.0,2232.0,448.0,1149.0,417.0,3.1534,324400.0,<1H OCEAN +-117.87,33.87,7.0,2663.0,642.0,1367.0,677.0,4.6563,162400.0,<1H OCEAN +-117.87,33.87,15.0,1898.0,476.0,1766.0,455.0,2.4929,158500.0,<1H OCEAN +-117.87,33.87,16.0,1332.0,368.0,1534.0,295.0,3.0227,297100.0,<1H OCEAN +-117.86,33.87,19.0,1591.0,279.0,891.0,237.0,5.6573,216000.0,<1H OCEAN +-117.88,33.85,18.0,2705.0,713.0,2726.0,674.0,2.7759,200000.0,<1H OCEAN +-117.87,33.86,28.0,2292.0,531.0,2197.0,509.0,3.4856,142800.0,<1H OCEAN +-117.88,33.85,22.0,1105.0,241.0,971.0,249.0,3.1667,113900.0,<1H OCEAN +-117.81,33.89,13.0,3252.0,583.0,1546.0,557.0,5.8243,297900.0,<1H OCEAN +-117.82,33.88,18.0,1982.0,300.0,1027.0,324.0,7.0526,327500.0,<1H OCEAN +-117.82,33.89,24.0,2168.0,421.0,1050.0,397.0,4.6172,238300.0,<1H OCEAN +-117.81,33.88,19.0,2968.0,503.0,1430.0,459.0,5.3339,371700.0,<1H OCEAN +-117.82,33.89,21.0,3079.0,509.0,1431.0,480.0,4.0714,278900.0,<1H OCEAN +-117.78,33.86,16.0,3471.0,708.0,1769.0,691.0,4.1064,246100.0,<1H OCEAN +-117.76,33.87,16.0,3973.0,595.0,1971.0,575.0,6.4265,263700.0,<1H OCEAN +-117.83,33.9,23.0,2446.0,360.0,1196.0,359.0,6.5755,272800.0,<1H OCEAN +-117.84,33.9,24.0,1723.0,223.0,707.0,219.0,7.0352,299600.0,<1H OCEAN +-117.83,33.89,25.0,1737.0,270.0,840.0,265.0,4.625,245700.0,<1H OCEAN +-117.83,33.88,23.0,2365.0,355.0,1209.0,347.0,6.0132,259400.0,<1H OCEAN +-117.84,33.89,19.0,3544.0,542.0,1787.0,560.0,6.7837,264300.0,<1H OCEAN +-117.83,33.88,18.0,2112.0,340.0,1048.0,315.0,6.9308,231700.0,<1H OCEAN +-117.82,33.88,15.0,5392.0,895.0,2531.0,827.0,6.2185,280300.0,<1H OCEAN +-117.83,33.87,5.0,6971.0,1449.0,3521.0,1423.0,5.2131,243900.0,<1H OCEAN +-117.81,33.88,19.0,2265.0,283.0,904.0,279.0,9.2327,461300.0,<1H OCEAN +-117.81,33.87,19.0,4491.0,680.0,2457.0,702.0,6.0591,233500.0,<1H OCEAN +-117.8,33.87,16.0,5954.0,1281.0,3107.0,1209.0,4.2566,206100.0,<1H OCEAN +-117.81,33.86,18.0,133.0,29.0,95.0,23.0,3.5625,235000.0,<1H OCEAN +-117.87,33.92,14.0,4039.0,669.0,1905.0,670.0,6.3303,303000.0,<1H OCEAN +-117.88,33.92,13.0,3292.0,727.0,1565.0,698.0,5.457,308800.0,<1H OCEAN +-117.85,33.92,11.0,3331.0,410.0,1460.0,416.0,8.0287,371800.0,<1H OCEAN +-117.87,33.92,17.0,4575.0,764.0,2054.0,737.0,6.0571,272400.0,<1H OCEAN +-117.83,33.93,14.0,1956.0,282.0,671.0,269.0,6.5841,306400.0,<1H OCEAN +-117.8,33.92,16.0,5819.0,986.0,2306.0,914.0,4.6315,277500.0,<1H OCEAN +-117.8,33.89,25.0,3121.0,381.0,1278.0,389.0,7.0217,357900.0,<1H OCEAN +-117.79,33.88,17.0,8562.0,1351.0,3822.0,1316.0,6.0829,252600.0,<1H OCEAN +-117.78,33.87,16.0,5609.0,952.0,2624.0,934.0,5.3307,169600.0,<1H OCEAN +-117.78,33.88,16.0,1800.0,238.0,871.0,234.0,6.6678,301900.0,<1H OCEAN +-117.78,33.9,14.0,6239.0,901.0,2923.0,904.0,6.5437,268200.0,<1H OCEAN +-117.82,33.9,25.0,1137.0,170.0,524.0,164.0,7.5744,259300.0,<1H OCEAN +-117.8,33.9,22.0,3760.0,482.0,1485.0,461.0,7.8537,354900.0,<1H OCEAN +-117.74,33.89,4.0,37937.0,5471.0,16122.0,5189.0,7.4947,366300.0,<1H OCEAN +-117.76,33.88,9.0,4838.0,759.0,2090.0,695.0,6.6536,307800.0,<1H OCEAN +-117.77,33.88,8.0,4874.0,627.0,2070.0,619.0,8.1117,410200.0,<1H OCEAN +-117.78,33.89,7.0,9729.0,1210.0,4160.0,1214.0,8.9088,415300.0,<1H OCEAN +-117.8,33.85,23.0,3038.0,470.0,1568.0,438.0,5.6403,233000.0,<1H OCEAN +-117.82,33.85,21.0,2603.0,404.0,1350.0,390.0,6.057,235900.0,<1H OCEAN +-117.82,33.85,18.0,1810.0,305.0,1189.0,326.0,5.2227,213500.0,<1H OCEAN +-117.8,33.85,16.0,4151.0,637.0,1558.0,604.0,5.806,304900.0,<1H OCEAN +-117.82,33.84,25.0,1788.0,203.0,676.0,217.0,10.1299,454300.0,<1H OCEAN +-117.81,33.84,17.0,4343.0,515.0,1605.0,484.0,10.5981,460100.0,<1H OCEAN +-117.79,33.84,9.0,10484.0,1603.0,4005.0,1419.0,8.3931,365300.0,<1H OCEAN +-117.78,33.85,16.0,3781.0,504.0,1665.0,499.0,7.2554,335600.0,<1H OCEAN +-117.78,33.86,16.0,4390.0,660.0,2146.0,633.0,6.1504,266000.0,<1H OCEAN +-117.76,33.87,16.0,3182.0,429.0,1663.0,428.0,7.0592,288200.0,<1H OCEAN +-117.78,33.81,23.0,1986.0,278.0,826.0,260.0,7.7752,380000.0,<1H OCEAN +-117.77,33.8,16.0,3973.0,483.0,1373.0,452.0,9.8074,417000.0,<1H OCEAN +-117.8,33.79,13.0,2021.0,362.0,1081.0,341.0,4.3269,231400.0,<1H OCEAN +-117.79,33.8,11.0,10535.0,1620.0,4409.0,1622.0,6.67,283200.0,<1H OCEAN +-117.77,33.85,13.0,5415.0,827.0,2061.0,714.0,7.3681,353100.0,<1H OCEAN +-117.76,33.84,15.0,3764.0,510.0,1448.0,468.0,8.7124,410500.0,<1H OCEAN +-117.75,33.84,16.0,3491.0,502.0,1496.0,509.0,6.6207,270500.0,<1H OCEAN +-117.76,33.83,15.0,3086.0,457.0,1262.0,436.0,6.4415,300700.0,<1H OCEAN +-117.77,33.84,5.0,4380.0,715.0,1913.0,741.0,6.7274,266400.0,<1H OCEAN +-117.76,33.86,14.0,3666.0,442.0,1400.0,433.0,10.1316,500001.0,<1H OCEAN +-117.75,33.83,14.0,2452.0,296.0,954.0,275.0,8.2375,388300.0,<1H OCEAN +-117.74,33.85,4.0,5416.0,820.0,1753.0,583.0,6.9544,314000.0,<1H OCEAN +-117.78,33.82,12.0,6208.0,750.0,2443.0,739.0,9.1808,413700.0,<1H OCEAN +-117.76,33.81,2.0,582.0,70.0,199.0,64.0,7.1193,500001.0,<1H OCEAN +-117.81,33.8,25.0,2765.0,475.0,1666.0,474.0,6.0531,230700.0,<1H OCEAN +-117.81,33.79,25.0,5950.0,1155.0,4528.0,1064.0,4.2564,204600.0,<1H OCEAN +-117.8,33.81,14.0,1206.0,142.0,572.0,149.0,8.847,388700.0,<1H OCEAN +-117.8,33.78,18.0,3548.0,474.0,1506.0,449.0,6.925,290300.0,<1H OCEAN +-117.8,33.78,17.0,4138.0,805.0,2442.0,780.0,4.7804,242000.0,<1H OCEAN +-117.69,33.8,5.0,3178.0,631.0,1467.0,581.0,5.2541,237100.0,<1H OCEAN +-117.66,33.61,16.0,2022.0,254.0,789.0,270.0,8.4112,286900.0,<1H OCEAN +-117.66,33.62,16.0,4065.0,661.0,1962.0,636.0,6.2177,256600.0,<1H OCEAN +-117.67,33.61,24.0,3859.0,661.0,1972.0,624.0,5.7871,227400.0,<1H OCEAN +-117.66,33.61,17.0,3464.0,519.0,1713.0,530.0,6.0471,248400.0,<1H OCEAN +-117.66,33.61,21.0,1932.0,266.0,860.0,286.0,7.1497,274000.0,<1H OCEAN +-117.66,33.6,24.0,1684.0,232.0,781.0,230.0,6.8667,279600.0,<1H OCEAN +-117.66,33.6,25.0,3745.0,522.0,1648.0,496.0,7.5488,278100.0,<1H OCEAN +-117.67,33.61,23.0,3588.0,577.0,1695.0,569.0,6.1401,243200.0,<1H OCEAN +-117.68,33.63,16.0,5218.0,1187.0,2701.0,1125.0,3.929,143100.0,<1H OCEAN +-117.68,33.63,13.0,5830.0,921.0,2897.0,891.0,6.2403,257400.0,<1H OCEAN +-117.67,33.63,9.0,5774.0,1320.0,3086.0,1265.0,4.4063,202200.0,<1H OCEAN +-117.62,33.77,43.0,1911.0,439.0,930.0,433.0,4.6369,186400.0,<1H OCEAN +-117.6,33.72,36.0,1317.0,228.0,531.0,214.0,5.6346,272500.0,<1H OCEAN +-117.67,33.6,25.0,3164.0,449.0,1517.0,453.0,6.7921,266000.0,<1H OCEAN +-117.66,33.59,18.0,4552.0,706.0,1918.0,671.0,7.5791,288100.0,<1H OCEAN +-117.67,33.6,20.0,1213.0,171.0,565.0,170.0,7.2592,314800.0,<1H OCEAN +-117.66,33.58,16.0,3016.0,394.0,1172.0,382.0,7.5196,315600.0,<1H OCEAN +-117.67,33.57,18.0,1614.0,210.0,692.0,209.0,7.9294,280300.0,<1H OCEAN +-117.66,33.57,16.0,4277.0,565.0,1642.0,549.0,8.0082,286600.0,<1H OCEAN +-117.7,33.62,16.0,9653.0,2000.0,4732.0,1922.0,3.7361,197200.0,<1H OCEAN +-117.69,33.62,18.0,4265.0,581.0,2025.0,544.0,6.4598,282700.0,<1H OCEAN +-117.68,33.61,19.0,2962.0,405.0,1295.0,440.0,6.0689,248000.0,<1H OCEAN +-117.69,33.61,16.0,3010.0,580.0,1649.0,538.0,4.0221,236200.0,<1H OCEAN +-117.68,33.6,19.0,3913.0,460.0,1646.0,454.0,7.2147,303900.0,<1H OCEAN +-117.65,33.65,16.0,1538.0,260.0,835.0,259.0,5.5779,234800.0,<1H OCEAN +-117.66,33.64,17.0,3173.0,501.0,1555.0,520.0,6.7079,250800.0,<1H OCEAN +-117.67,33.64,11.0,2722.0,554.0,1565.0,508.0,5.1645,164100.0,<1H OCEAN +-117.66,33.65,13.0,8527.0,1364.0,4597.0,1393.0,6.2242,237900.0,<1H OCEAN +-117.65,33.65,15.0,3485.0,519.0,1740.0,485.0,6.7543,251900.0,<1H OCEAN +-117.65,33.63,16.0,3388.0,425.0,1395.0,427.0,8.4471,351300.0,<1H OCEAN +-117.65,33.65,15.0,4713.0,671.0,2197.0,673.0,7.5426,294800.0,<1H OCEAN +-117.66,33.63,16.0,3299.0,610.0,1967.0,604.0,5.5085,223300.0,<1H OCEAN +-117.63,33.65,10.0,3580.0,491.0,1688.0,467.0,7.7814,288700.0,<1H OCEAN +-117.62,33.64,2.0,7826.0,893.0,2985.0,790.0,10.1531,484100.0,<1H OCEAN +-117.64,33.63,10.0,4814.0,643.0,1808.0,588.0,8.798,436600.0,<1H OCEAN +-117.64,33.64,11.0,2422.0,429.0,810.0,395.0,6.1935,293200.0,<1H OCEAN +-117.64,33.65,4.0,6842.0,1512.0,3256.0,1439.0,5.4132,216600.0,<1H OCEAN +-117.63,33.62,9.0,4257.0,785.0,1293.0,745.0,3.7139,196700.0,<1H OCEAN +-117.63,33.63,6.0,3068.0,549.0,985.0,536.0,4.2009,238000.0,<1H OCEAN +-117.65,33.62,15.0,2708.0,410.0,1140.0,389.0,6.2899,275000.0,<1H OCEAN +-117.64,33.62,16.0,3970.0,771.0,1202.0,734.0,3.4115,184800.0,<1H OCEAN +-117.66,33.62,16.0,5175.0,799.0,2717.0,813.0,6.1493,257800.0,<1H OCEAN +-117.65,33.6,15.0,5736.0,,2529.0,762.0,6.4114,278700.0,<1H OCEAN +-117.64,33.61,14.0,5232.0,810.0,3041.0,839.0,5.826,247900.0,<1H OCEAN +-117.65,33.6,13.0,2319.0,430.0,1004.0,380.0,5.133,316100.0,<1H OCEAN +-117.64,33.59,4.0,3274.0,383.0,1312.0,390.0,8.1611,348000.0,<1H OCEAN +-117.66,33.58,6.0,4186.0,,1794.0,541.0,9.6986,357600.0,<1H OCEAN +-117.65,33.57,5.0,1998.0,500.0,1185.0,446.0,4.3542,195600.0,<1H OCEAN +-117.65,33.58,2.0,2411.0,354.0,703.0,217.0,7.8061,331400.0,<1H OCEAN +-117.66,33.57,16.0,2483.0,443.0,1357.0,400.0,5.5545,214200.0,<1H OCEAN +-117.65,33.59,8.0,2649.0,340.0,1238.0,354.0,8.0409,337900.0,<1H OCEAN +-117.67,33.54,16.0,2102.0,350.0,1003.0,328.0,4.7981,170800.0,<1H OCEAN +-117.67,33.54,15.0,2423.0,435.0,1366.0,423.0,4.8906,181800.0,<1H OCEAN +-117.67,33.55,6.0,3157.0,721.0,1695.0,710.0,3.7609,222300.0,<1H OCEAN +-117.67,33.56,4.0,3289.0,728.0,1345.0,632.0,4.6863,184400.0,<1H OCEAN +-117.64,33.51,15.0,1743.0,254.0,943.0,274.0,5.9339,286000.0,<1H OCEAN +-117.64,33.51,14.0,1343.0,175.0,650.0,184.0,7.2648,363200.0,<1H OCEAN +-117.55,33.52,15.0,426.0,62.0,133.0,45.0,5.136,447400.0,<1H OCEAN +-117.59,33.61,3.0,2993.0,429.0,991.0,390.0,10.0765,378200.0,<1H OCEAN +-117.58,33.6,5.0,5348.0,659.0,1862.0,555.0,11.0567,495400.0,<1H OCEAN +-117.49,33.64,3.0,8874.0,1302.0,3191.0,1027.0,6.8588,302000.0,<1H OCEAN +-117.59,33.67,29.0,1223.0,215.0,633.0,204.0,6.5143,279800.0,<1H OCEAN +-117.53,33.69,6.0,454.0,102.0,213.0,43.0,10.9704,483300.0,<1H OCEAN +-117.59,33.66,3.0,1206.0,256.0,563.0,287.0,5.1589,167800.0,<1H OCEAN +-117.58,33.66,4.0,3305.0,644.0,1693.0,597.0,5.2497,215000.0,<1H OCEAN +-117.58,33.65,4.0,2000.0,422.0,833.0,386.0,5.7709,190300.0,<1H OCEAN +-117.59,33.66,4.0,1318.0,218.0,673.0,225.0,6.0722,260800.0,<1H OCEAN +-117.59,33.65,2.0,4860.0,1193.0,2332.0,1073.0,4.5022,151900.0,<1H OCEAN +-117.6,33.65,4.0,3134.0,504.0,1599.0,485.0,6.2464,233900.0,<1H OCEAN +-117.61,33.67,3.0,4541.0,720.0,1600.0,583.0,6.8004,284900.0,<1H OCEAN +-117.64,33.66,6.0,5221.0,1217.0,2597.0,1119.0,4.6076,204000.0,<1H OCEAN +-117.59,33.65,4.0,1793.0,390.0,897.0,386.0,4.2463,182800.0,<1H OCEAN +-117.58,33.65,4.0,1606.0,498.0,815.0,426.0,3.375,500001.0,<1H OCEAN +-117.61,33.63,2.0,4678.0,817.0,1970.0,712.0,6.1078,219000.0,<1H OCEAN +-117.65,33.53,7.0,6814.0,785.0,2175.0,681.0,10.49,500001.0,<1H OCEAN +-117.62,33.42,23.0,2656.0,515.0,998.0,435.0,4.0294,500001.0,NEAR OCEAN +-117.63,33.38,12.0,5744.0,1054.0,2104.0,847.0,5.1482,500001.0,NEAR OCEAN +-117.61,33.41,35.0,2556.0,404.0,946.0,399.0,6.1557,402900.0,NEAR OCEAN +-117.61,33.42,31.0,3959.0,856.0,1919.0,775.0,4.0313,282000.0,NEAR OCEAN +-117.6,33.41,29.0,2193.0,389.0,922.0,387.0,4.5476,309200.0,NEAR OCEAN +-117.62,33.47,4.0,1812.0,255.0,661.0,211.0,6.487,294200.0,NEAR OCEAN +-117.63,33.45,5.0,3549.0,604.0,1571.0,534.0,5.3705,363500.0,NEAR OCEAN +-117.63,33.47,4.0,1969.0,280.0,805.0,271.0,7.6012,310800.0,NEAR OCEAN +-117.61,33.45,6.0,950.0,184.0,426.0,186.0,4.7237,220700.0,NEAR OCEAN +-117.63,33.46,7.0,7684.0,1088.0,2812.0,1057.0,6.3401,387300.0,NEAR OCEAN +-117.64,33.45,26.0,1528.0,,607.0,218.0,6.2871,325500.0,NEAR OCEAN +-117.65,33.42,25.0,2174.0,428.0,603.0,352.0,3.3967,249400.0,NEAR OCEAN +-117.64,33.45,27.0,334.0,56.0,130.0,46.0,4.875,284100.0,NEAR OCEAN +-117.62,33.43,27.0,1835.0,413.0,1221.0,377.0,3.2232,247100.0,NEAR OCEAN +-117.62,33.43,27.0,3858.0,1062.0,2321.0,873.0,3.3155,231000.0,NEAR OCEAN +-117.62,33.43,24.0,1296.0,384.0,850.0,367.0,2.7545,231300.0,NEAR OCEAN +-117.65,33.4,17.0,2737.0,654.0,910.0,492.0,3.5729,370800.0,NEAR OCEAN +-117.62,33.43,23.0,4052.0,955.0,1950.0,859.0,4.0647,240600.0,NEAR OCEAN +-117.61,33.43,33.0,1150.0,383.0,604.0,317.0,2.3545,187500.0,NEAR OCEAN +-117.62,33.42,27.0,1005.0,266.0,460.0,243.0,3.1029,190600.0,NEAR OCEAN +-117.62,33.42,27.0,1444.0,412.0,597.0,311.0,3.1395,310000.0,NEAR OCEAN +-117.6,33.45,4.0,2369.0,566.0,996.0,435.0,5.4031,243800.0,NEAR OCEAN +-117.59,33.44,3.0,5813.0,1264.0,2363.0,1041.0,4.3897,341300.0,NEAR OCEAN +-117.59,33.4,22.0,3167.0,743.0,1797.0,642.0,4.0076,252100.0,NEAR OCEAN +-117.59,33.41,17.0,2248.0,448.0,878.0,423.0,5.1298,246000.0,NEAR OCEAN +-117.6,33.42,23.0,2482.0,461.0,1048.0,425.0,4.665,280600.0,NEAR OCEAN +-117.61,33.43,24.0,2303.0,399.0,851.0,379.0,3.9875,346500.0,NEAR OCEAN +-117.6,33.43,21.0,3951.0,562.0,1392.0,543.0,5.1439,414000.0,NEAR OCEAN +-117.61,33.44,17.0,2036.0,272.0,713.0,265.0,6.5954,346200.0,NEAR OCEAN +-117.59,33.43,14.0,3223.0,484.0,1230.0,488.0,6.5964,358800.0,NEAR OCEAN +-117.67,33.47,22.0,2728.0,616.0,1081.0,566.0,1.6393,500001.0,<1H OCEAN +-117.67,33.46,24.0,3571.0,722.0,1409.0,543.0,4.6518,277800.0,<1H OCEAN +-117.67,33.44,25.0,2994.0,519.0,903.0,410.0,6.6852,500001.0,<1H OCEAN +-117.67,33.46,18.0,1679.0,271.0,783.0,257.0,5.3999,300000.0,<1H OCEAN +-117.66,33.46,26.0,2073.0,370.0,952.0,340.0,5.0877,288100.0,<1H OCEAN +-117.66,33.46,28.0,1261.0,233.0,609.0,242.0,5.1024,312700.0,<1H OCEAN +-117.66,33.48,22.0,809.0,180.0,334.0,157.0,2.3846,500001.0,<1H OCEAN +-117.65,33.49,16.0,2223.0,454.0,628.0,382.0,4.3603,248800.0,<1H OCEAN +-117.64,33.49,3.0,2516.0,429.0,781.0,337.0,5.6197,271600.0,<1H OCEAN +-117.65,33.48,10.0,3484.0,582.0,1469.0,556.0,5.4188,402200.0,<1H OCEAN +-117.65,33.48,6.0,1638.0,188.0,572.0,174.0,13.0502,500001.0,<1H OCEAN +-117.63,33.5,12.0,3619.0,536.0,1506.0,492.0,7.2013,353600.0,<1H OCEAN +-117.63,33.47,4.0,2320.0,405.0,1408.0,477.0,6.3369,256000.0,NEAR OCEAN +-117.65,33.46,19.0,7034.0,1139.0,2824.0,1068.0,6.0873,277300.0,<1H OCEAN +-117.64,33.48,12.0,2007.0,397.0,1033.0,373.0,5.6754,275900.0,<1H OCEAN +-117.65,33.45,15.0,7468.0,1275.0,3033.0,1217.0,5.49,239300.0,NEAR OCEAN +-117.73,33.49,31.0,5112.0,778.0,1530.0,648.0,10.3983,500001.0,<1H OCEAN +-117.76,33.48,38.0,3832.0,809.0,1332.0,636.0,5.0044,381200.0,<1H OCEAN +-117.74,33.51,29.0,1720.0,269.0,612.0,258.0,7.8239,500001.0,<1H OCEAN +-117.73,33.53,3.0,6388.0,920.0,2129.0,819.0,7.8915,420600.0,<1H OCEAN +-117.72,33.54,13.0,4866.0,812.0,1909.0,733.0,4.9821,244800.0,<1H OCEAN +-117.72,33.53,14.0,1672.0,295.0,704.0,293.0,5.1129,251300.0,<1H OCEAN +-117.72,33.51,17.0,3617.0,597.0,1176.0,571.0,5.133,324000.0,<1H OCEAN +-117.72,33.49,4.0,3623.0,734.0,1129.0,530.0,5.7281,500001.0,<1H OCEAN +-117.73,33.49,17.0,2168.0,290.0,654.0,279.0,9.8321,500001.0,<1H OCEAN +-117.73,33.51,5.0,4549.0,786.0,1238.0,632.0,6.1785,295900.0,<1H OCEAN +-117.69,33.6,19.0,3562.0,439.0,1584.0,470.0,6.4211,288100.0,<1H OCEAN +-117.68,33.6,24.0,1956.0,262.0,969.0,256.0,6.8154,265900.0,<1H OCEAN +-117.69,33.6,17.0,2150.0,361.0,1194.0,335.0,5.4622,227000.0,<1H OCEAN +-117.7,33.6,16.0,2092.0,489.0,877.0,392.0,3.0461,216900.0,<1H OCEAN +-117.69,33.6,16.0,2205.0,393.0,1333.0,402.0,3.475,279500.0,<1H OCEAN +-117.69,33.6,12.0,3258.0,421.0,1464.0,435.0,6.5413,332000.0,<1H OCEAN +-117.69,33.59,13.0,3320.0,426.0,1432.0,431.0,7.9283,348100.0,<1H OCEAN +-117.68,33.59,12.0,3473.0,466.0,1569.0,450.0,8.8636,314000.0,<1H OCEAN +-117.69,33.58,5.0,6678.0,1011.0,2877.0,982.0,7.5177,330000.0,<1H OCEAN +-117.68,33.59,8.0,2327.0,263.0,899.0,236.0,14.9009,500001.0,<1H OCEAN +-117.69,33.58,8.0,2887.0,351.0,1176.0,351.0,10.3953,500001.0,<1H OCEAN +-117.68,33.47,7.0,4458.0,731.0,1731.0,704.0,6.126,285600.0,<1H OCEAN +-117.68,33.48,15.0,1786.0,299.0,727.0,293.0,5.0527,231400.0,<1H OCEAN +-117.68,33.49,17.0,2232.0,372.0,1072.0,385.0,4.245,214500.0,<1H OCEAN +-117.68,33.49,16.0,3084.0,724.0,2557.0,690.0,2.8357,106300.0,<1H OCEAN +-117.67,33.49,15.0,2782.0,579.0,983.0,525.0,2.1935,183300.0,<1H OCEAN +-117.67,33.49,10.0,366.0,61.0,128.0,61.0,8.163,250000.0,<1H OCEAN +-117.68,33.51,19.0,2930.0,428.0,1481.0,430.0,6.323,480800.0,<1H OCEAN +-117.68,33.49,18.0,4173.0,625.0,1649.0,634.0,6.3568,294300.0,<1H OCEAN +-117.69,33.48,25.0,3240.0,481.0,1462.0,497.0,6.1815,288500.0,<1H OCEAN +-117.69,33.47,13.0,2020.0,378.0,679.0,290.0,5.756,305600.0,<1H OCEAN +-117.66,33.51,18.0,2626.0,,1302.0,522.0,4.0167,189600.0,<1H OCEAN +-117.66,33.5,16.0,1956.0,346.0,862.0,326.0,4.4732,186300.0,<1H OCEAN +-117.67,33.51,17.0,2112.0,480.0,1893.0,433.0,4.0388,120400.0,<1H OCEAN +-117.67,33.51,18.0,1645.0,393.0,1490.0,355.0,3.4792,126400.0,<1H OCEAN +-117.67,33.51,19.0,1258.0,246.0,545.0,227.0,2.9762,184400.0,<1H OCEAN +-117.69,33.47,23.0,3499.0,722.0,1480.0,634.0,3.86,300000.0,<1H OCEAN +-117.7,33.47,20.0,1577.0,363.0,764.0,333.0,4.1563,320800.0,<1H OCEAN +-117.7,33.47,21.0,2208.0,534.0,1423.0,482.0,3.5915,305600.0,<1H OCEAN +-117.69,33.47,19.0,2595.0,621.0,1728.0,571.0,3.668,243800.0,<1H OCEAN +-117.7,33.47,21.0,1857.0,399.0,881.0,380.0,3.8403,350000.0,<1H OCEAN +-117.72,33.43,5.0,1889.0,359.0,616.0,246.0,3.8992,500001.0,<1H OCEAN +-117.68,33.55,5.0,2262.0,427.0,1016.0,402.0,6.065,315500.0,<1H OCEAN +-117.68,33.54,5.0,2840.0,403.0,1363.0,403.0,7.618,341400.0,<1H OCEAN +-117.68,33.52,5.0,3621.0,632.0,1546.0,567.0,5.753,322800.0,<1H OCEAN +-117.69,33.55,9.0,3856.0,571.0,1646.0,576.0,6.8007,318300.0,<1H OCEAN +-117.69,33.54,20.0,1767.0,280.0,801.0,284.0,6.5394,272000.0,<1H OCEAN +-117.69,33.53,17.0,5041.0,778.0,2396.0,801.0,6.0868,282900.0,<1H OCEAN +-117.69,33.52,4.0,2142.0,625.0,1176.0,483.0,3.4455,325000.0,<1H OCEAN +-117.7,33.51,2.0,5261.0,763.0,1460.0,599.0,6.8279,279000.0,<1H OCEAN +-117.69,33.52,3.0,7374.0,1444.0,3214.0,1279.0,4.538,278200.0,<1H OCEAN +-117.7,33.53,5.0,6698.0,1254.0,2834.0,1139.0,5.9088,288500.0,<1H OCEAN +-117.71,33.52,17.0,2486.0,417.0,876.0,361.0,6.1007,340900.0,<1H OCEAN +-117.71,33.51,11.0,2198.0,252.0,883.0,281.0,13.1477,487000.0,<1H OCEAN +-117.71,33.51,12.0,4676.0,698.0,1543.0,598.0,6.379,500001.0,<1H OCEAN +-117.68,33.57,2.0,10008.0,1453.0,3550.0,1139.0,10.1122,500001.0,<1H OCEAN +-117.69,33.55,4.0,1764.0,220.0,705.0,224.0,8.3275,384200.0,<1H OCEAN +-117.69,33.55,3.0,1618.0,266.0,710.0,246.0,6.0743,274300.0,<1H OCEAN +-117.7,33.54,4.0,4956.0,693.0,1802.0,625.0,7.9338,354700.0,<1H OCEAN +-117.7,33.55,12.0,2459.0,390.0,1054.0,391.0,7.1736,262100.0,<1H OCEAN +-117.7,33.56,2.0,2112.0,305.0,703.0,261.0,6.9343,298500.0,<1H OCEAN +-117.7,33.56,3.0,2443.0,637.0,1033.0,548.0,4.1379,183300.0,<1H OCEAN +-117.7,33.57,4.0,3283.0,911.0,1512.0,782.0,3.3125,138500.0,<1H OCEAN +-117.71,33.54,7.0,4907.0,577.0,1883.0,556.0,10.4415,453800.0,<1H OCEAN +-117.71,33.54,15.0,2460.0,368.0,962.0,320.0,7.3878,318300.0,<1H OCEAN +-117.71,33.58,2.0,2530.0,562.0,1066.0,510.0,4.6336,187500.0,<1H OCEAN +-117.7,33.57,9.0,1204.0,355.0,469.0,293.0,3.6196,119900.0,<1H OCEAN +-117.71,33.57,4.0,3289.0,753.0,1285.0,651.0,4.045,226000.0,<1H OCEAN +-117.71,33.57,6.0,3673.0,881.0,1846.0,768.0,4.877,144300.0,<1H OCEAN +-117.68,33.51,4.0,2428.0,401.0,959.0,386.0,6.2661,268500.0,<1H OCEAN +-117.69,33.51,4.0,1223.0,275.0,505.0,244.0,4.6607,173000.0,<1H OCEAN +-117.7,33.5,4.0,2351.0,445.0,834.0,397.0,5.5677,245400.0,<1H OCEAN +-117.71,33.49,5.0,1680.0,254.0,617.0,231.0,8.583,397700.0,<1H OCEAN +-117.7,33.5,4.0,7474.0,1037.0,2969.0,1007.0,8.7591,434700.0,<1H OCEAN +-117.7,33.48,10.0,3458.0,638.0,1156.0,470.0,6.3579,336700.0,<1H OCEAN +-117.7,33.48,6.0,16590.0,2696.0,6223.0,2357.0,6.3088,340300.0,<1H OCEAN +-117.71,33.47,14.0,3894.0,672.0,1490.0,629.0,6.5206,368500.0,<1H OCEAN +-117.74,33.46,9.0,6564.0,1316.0,1720.0,904.0,4.89,454100.0,<1H OCEAN +-117.71,33.47,17.0,2681.0,454.0,830.0,410.0,5.5507,345700.0,<1H OCEAN +-117.7,33.68,29.0,5650.0,1084.0,3985.0,1056.0,2.8192,162500.0,<1H OCEAN +-117.76,33.71,14.0,4321.0,582.0,2025.0,578.0,8.3634,355100.0,<1H OCEAN +-117.75,33.71,15.0,2849.0,537.0,878.0,520.0,3.2841,158300.0,<1H OCEAN +-117.76,33.7,12.0,4025.0,574.0,2042.0,588.0,7.9125,344900.0,<1H OCEAN +-117.77,33.71,15.0,2102.0,295.0,1060.0,303.0,7.3141,337100.0,<1H OCEAN +-117.77,33.7,3.0,3636.0,749.0,1486.0,696.0,5.5464,207500.0,<1H OCEAN +-117.77,33.7,4.0,2446.0,622.0,1315.0,560.0,3.7147,137500.0,<1H OCEAN +-117.69,33.65,16.0,5805.0,852.0,2356.0,795.0,6.1062,274600.0,<1H OCEAN +-117.71,33.65,16.0,3774.0,456.0,1587.0,430.0,8.6088,307400.0,<1H OCEAN +-117.7,33.65,16.0,3388.0,492.0,1249.0,463.0,6.1863,355600.0,<1H OCEAN +-117.71,33.64,14.0,2945.0,356.0,1293.0,335.0,8.111,308900.0,<1H OCEAN +-117.71,33.63,16.0,1565.0,274.0,950.0,280.0,5.8399,220600.0,<1H OCEAN +-117.71,33.63,16.0,2497.0,500.0,1357.0,456.0,4.5909,241800.0,<1H OCEAN +-117.71,33.63,16.0,1641.0,354.0,945.0,318.0,3.4261,219700.0,<1H OCEAN +-117.7,33.63,16.0,4428.0,745.0,1525.0,682.0,5.2325,286800.0,<1H OCEAN +-117.72,33.64,16.0,1230.0,242.0,380.0,246.0,2.2969,67500.0,<1H OCEAN +-117.7,33.62,19.0,2957.0,492.0,1639.0,495.0,5.0686,225600.0,<1H OCEAN +-117.7,33.63,23.0,3038.0,473.0,1501.0,436.0,5.5584,241700.0,<1H OCEAN +-117.71,33.62,22.0,2520.0,387.0,1338.0,391.0,5.8898,242800.0,<1H OCEAN +-117.76,33.72,11.0,4508.0,618.0,1993.0,573.0,10.4498,386100.0,<1H OCEAN +-117.76,33.72,14.0,3011.0,388.0,1359.0,371.0,7.9739,368700.0,<1H OCEAN +-117.75,33.72,10.0,2464.0,347.0,1241.0,366.0,8.7603,362500.0,<1H OCEAN +-117.76,33.72,15.0,941.0,266.0,366.0,248.0,4.3636,148400.0,<1H OCEAN +-117.76,33.71,15.0,1010.0,350.0,470.0,342.0,3.2229,108300.0,<1H OCEAN +-117.74,33.73,18.0,328.0,68.0,391.0,60.0,4.1167,87500.0,<1H OCEAN +-117.69,33.66,11.0,2630.0,327.0,1256.0,352.0,8.2953,350500.0,<1H OCEAN +-117.69,33.66,5.0,4246.0,689.0,1933.0,722.0,6.9501,225700.0,<1H OCEAN +-117.67,33.67,5.0,10534.0,2035.0,4656.0,1863.0,5.7797,309200.0,<1H OCEAN +-117.67,33.66,4.0,10175.0,2181.0,4762.0,1929.0,4.7341,237400.0,<1H OCEAN +-117.68,33.65,6.0,10395.0,1915.0,4783.0,1811.0,5.928,239900.0,<1H OCEAN +-117.64,33.68,4.0,5687.0,970.0,2677.0,938.0,6.5069,243400.0,<1H OCEAN +-117.7,33.72,6.0,211.0,51.0,125.0,44.0,1.9659,500001.0,<1H OCEAN +-117.69,33.65,15.0,5394.0,748.0,2383.0,706.0,7.5619,302000.0,<1H OCEAN +-117.7,33.64,15.0,5743.0,773.0,2380.0,773.0,8.1926,326600.0,<1H OCEAN +-117.69,33.63,23.0,1444.0,260.0,792.0,253.0,4.9079,273800.0,<1H OCEAN +-117.69,33.64,18.0,3783.0,654.0,1843.0,623.0,5.7559,215800.0,<1H OCEAN +-117.69,33.64,16.0,2592.0,372.0,1279.0,383.0,6.9741,262000.0,<1H OCEAN +-117.82,33.71,9.0,5206.0,992.0,4660.0,978.0,2.885,162500.0,<1H OCEAN +-117.82,33.72,24.0,3260.0,458.0,1383.0,442.0,6.5987,272800.0,<1H OCEAN +-117.81,33.73,17.0,1063.0,189.0,363.0,183.0,2.1719,261300.0,<1H OCEAN +-117.8,33.72,16.0,2617.0,506.0,1317.0,511.0,4.821,201400.0,<1H OCEAN +-117.81,33.71,16.0,2666.0,387.0,1227.0,347.0,7.3769,302400.0,<1H OCEAN +-117.82,33.72,24.0,3477.0,462.0,1593.0,484.0,6.8634,276500.0,<1H OCEAN +-117.77,33.7,15.0,1392.0,267.0,681.0,263.0,5.4248,187200.0,<1H OCEAN +-117.77,33.69,14.0,1413.0,372.0,744.0,338.0,3.7988,184100.0,<1H OCEAN +-117.77,33.69,15.0,500.0,113.0,261.0,116.0,5.0631,154000.0,<1H OCEAN +-117.77,33.69,16.0,1666.0,341.0,479.0,336.0,2.1406,55000.0,<1H OCEAN +-117.78,33.69,16.0,4702.0,806.0,2529.0,814.0,5.1299,238900.0,<1H OCEAN +-117.78,33.68,19.0,2500.0,331.0,1027.0,327.0,6.115,315600.0,<1H OCEAN +-117.78,33.69,16.0,3400.0,501.0,1575.0,488.0,6.0961,295500.0,<1H OCEAN +-117.8,33.69,16.0,2745.0,447.0,1429.0,411.0,6.8219,325500.0,<1H OCEAN +-117.79,33.69,16.0,1532.0,240.0,679.0,248.0,5.7115,313900.0,<1H OCEAN +-117.79,33.68,16.0,1998.0,308.0,818.0,299.0,6.8722,326100.0,<1H OCEAN +-117.8,33.68,14.0,2635.0,516.0,1150.0,499.0,4.4391,306700.0,<1H OCEAN +-117.8,33.69,14.0,1800.0,362.0,874.0,373.0,4.2083,251000.0,<1H OCEAN +-117.8,33.69,15.0,2099.0,322.0,873.0,307.0,7.9887,328000.0,<1H OCEAN +-117.8,33.68,5.0,623.0,146.0,396.0,136.0,3.631,225000.0,<1H OCEAN +-117.8,33.68,8.0,2032.0,349.0,862.0,340.0,6.9133,274100.0,<1H OCEAN +-117.81,33.67,8.0,2098.0,342.0,908.0,329.0,7.7589,342900.0,<1H OCEAN +-117.81,33.67,8.0,2440.0,502.0,1113.0,483.0,4.6019,242500.0,<1H OCEAN +-117.81,33.67,9.0,1567.0,299.0,675.0,294.0,5.2124,199600.0,<1H OCEAN +-117.81,33.67,9.0,2435.0,396.0,1194.0,385.0,7.2025,275000.0,<1H OCEAN +-117.81,33.67,9.0,3279.0,530.0,1447.0,510.0,7.4581,296600.0,<1H OCEAN +-117.81,33.68,8.0,1964.0,413.0,913.0,406.0,5.1583,192200.0,<1H OCEAN +-117.78,33.68,15.0,1834.0,330.0,841.0,309.0,6.0634,234300.0,<1H OCEAN +-117.78,33.68,14.0,1750.0,336.0,852.0,300.0,4.6793,236800.0,<1H OCEAN +-117.79,33.68,13.0,2636.0,416.0,1137.0,404.0,7.2118,311500.0,<1H OCEAN +-117.78,33.68,11.0,1994.0,477.0,849.0,411.0,4.0187,235600.0,<1H OCEAN +-117.79,33.68,9.0,1633.0,295.0,928.0,297.0,5.7858,265900.0,<1H OCEAN +-117.79,33.68,10.0,2106.0,319.0,1002.0,332.0,8.735,375300.0,<1H OCEAN +-117.8,33.67,5.0,2638.0,521.0,1179.0,480.0,5.7759,240000.0,<1H OCEAN +-117.8,33.67,5.0,2487.0,388.0,1147.0,397.0,8.284,302500.0,<1H OCEAN +-117.8,33.67,4.0,3345.0,552.0,1525.0,539.0,6.7962,329100.0,<1H OCEAN +-117.81,33.69,5.0,1256.0,256.0,880.0,288.0,2.4233,450000.0,<1H OCEAN +-117.81,33.68,4.0,1545.0,304.0,788.0,296.0,4.5469,500001.0,<1H OCEAN +-117.82,33.68,4.0,1346.0,213.0,603.0,219.0,8.7974,360600.0,<1H OCEAN +-117.82,33.68,3.0,3068.0,494.0,1357.0,486.0,7.9187,333600.0,<1H OCEAN +-117.82,33.67,17.0,2895.0,439.0,1588.0,450.0,6.276,290700.0,<1H OCEAN +-117.83,33.68,4.0,3226.0,838.0,1666.0,800.0,4.1652,184500.0,<1H OCEAN +-117.82,33.68,3.0,7105.0,1459.0,3068.0,1241.0,6.1395,358000.0,<1H OCEAN +-117.77,33.67,12.0,4329.0,1068.0,1913.0,978.0,4.5094,160200.0,<1H OCEAN +-117.77,33.72,10.0,2815.0,431.0,1181.0,398.0,6.5743,278700.0,<1H OCEAN +-117.77,33.72,9.0,2153.0,316.0,954.0,324.0,7.8139,304700.0,<1H OCEAN +-117.77,33.71,13.0,1939.0,247.0,928.0,244.0,8.1111,379800.0,<1H OCEAN +-117.77,33.71,5.0,4050.0,584.0,1986.0,598.0,7.5847,375700.0,<1H OCEAN +-117.77,33.71,4.0,1646.0,321.0,859.0,300.0,5.5631,227800.0,<1H OCEAN +-117.78,33.71,16.0,2207.0,291.0,1081.0,308.0,7.3518,331200.0,<1H OCEAN +-117.78,33.71,4.0,974.0,232.0,428.0,203.0,4.6141,195400.0,<1H OCEAN +-117.79,33.73,3.0,8240.0,1410.0,3318.0,1270.0,7.2074,291300.0,<1H OCEAN +-117.78,33.7,16.0,1663.0,250.0,597.0,204.0,5.409,233900.0,<1H OCEAN +-117.79,33.7,16.0,6259.0,1098.0,3785.0,1114.0,6.3298,247100.0,<1H OCEAN +-117.79,33.71,16.0,3114.0,463.0,1641.0,469.0,6.2162,283200.0,<1H OCEAN +-117.79,33.71,16.0,6339.0,862.0,3132.0,825.0,7.1069,313400.0,<1H OCEAN +-117.79,33.7,6.0,1593.0,371.0,832.0,379.0,4.4286,239500.0,<1H OCEAN +-117.8,33.7,5.0,1549.0,378.0,735.0,355.0,5.2923,194000.0,<1H OCEAN +-117.79,33.7,16.0,1416.0,249.0,636.0,244.0,5.1741,227700.0,<1H OCEAN +-117.79,33.69,15.0,1875.0,316.0,890.0,316.0,6.5783,244800.0,<1H OCEAN +-117.79,33.69,16.0,3067.0,396.0,1275.0,372.0,8.7385,340000.0,<1H OCEAN +-117.8,33.69,13.0,1161.0,289.0,630.0,296.0,3.3438,333300.0,<1H OCEAN +-117.8,33.55,38.0,1757.0,464.0,821.0,426.0,4.1304,433300.0,<1H OCEAN +-117.79,33.56,36.0,2057.0,329.0,658.0,309.0,7.866,500001.0,<1H OCEAN +-117.81,33.56,24.0,6258.0,1003.0,1730.0,752.0,10.9601,500001.0,<1H OCEAN +-117.8,33.55,35.0,2067.0,428.0,724.0,377.0,5.8371,500001.0,<1H OCEAN +-117.77,33.6,33.0,247.0,80.0,167.0,70.0,3.7059,237500.0,<1H OCEAN +-117.8,33.53,41.0,2017.0,489.0,783.0,403.0,4.1591,500001.0,<1H OCEAN +-117.78,33.54,29.0,1421.0,462.0,520.0,339.0,2.2969,450000.0,<1H OCEAN +-117.79,33.55,39.0,5066.0,1292.0,1915.0,1117.0,3.821,452100.0,<1H OCEAN +-117.75,33.54,21.0,8711.0,1544.0,3173.0,1396.0,5.0907,378200.0,<1H OCEAN +-117.77,33.51,29.0,3590.0,772.0,1070.0,603.0,4.4464,500001.0,<1H OCEAN +-117.77,33.55,28.0,2024.0,297.0,617.0,274.0,6.7861,499100.0,<1H OCEAN +-117.73,33.57,5.0,11976.0,2495.0,4327.0,2009.0,4.8488,194400.0,<1H OCEAN +-117.86,33.67,16.0,20.0,5.0,15.0,5.0,3.875,450000.0,<1H OCEAN +-117.82,33.67,15.0,1010.0,274.0,649.0,261.0,2.5197,350000.0,<1H OCEAN +-117.83,33.67,17.0,2634.0,641.0,1454.0,560.0,3.7976,275000.0,<1H OCEAN +-117.83,33.66,15.0,2355.0,438.0,747.0,450.0,6.5356,272800.0,<1H OCEAN +-117.83,33.66,16.0,1574.0,385.0,515.0,363.0,5.3423,291700.0,<1H OCEAN +-117.81,33.67,24.0,3930.0,661.0,1831.0,616.0,6.3767,269000.0,<1H OCEAN +-117.8,33.66,16.0,2542.0,498.0,1022.0,494.0,4.0,223400.0,<1H OCEAN +-117.81,33.66,16.0,1414.0,191.0,635.0,230.0,10.0757,383900.0,<1H OCEAN +-117.81,33.66,20.0,2851.0,490.0,1192.0,463.0,5.8752,274200.0,<1H OCEAN +-117.82,33.66,24.0,4227.0,641.0,1605.0,589.0,6.4238,278400.0,<1H OCEAN +-117.84,33.64,11.0,6840.0,1689.0,6083.0,1629.0,2.4132,198300.0,<1H OCEAN +-117.87,33.61,25.0,2267.0,359.0,866.0,348.0,7.79,500001.0,<1H OCEAN +-117.86,33.61,15.0,3191.0,482.0,930.0,447.0,8.6001,500001.0,<1H OCEAN +-117.88,33.55,27.0,2278.0,316.0,772.0,304.0,10.1275,500001.0,<1H OCEAN +-117.84,33.6,21.0,4281.0,582.0,1443.0,576.0,9.0519,500001.0,<1H OCEAN +-117.86,33.62,23.0,3166.0,411.0,1092.0,345.0,7.9367,500001.0,<1H OCEAN +-117.86,33.62,17.0,2975.0,371.0,1247.0,398.0,10.1989,500001.0,<1H OCEAN +-117.85,33.62,18.0,729.0,105.0,316.0,108.0,10.3893,500001.0,<1H OCEAN +-117.85,33.61,14.0,4340.0,741.0,1505.0,670.0,7.5674,500001.0,<1H OCEAN +-117.85,33.62,13.0,5192.0,658.0,1865.0,662.0,15.0001,500001.0,<1H OCEAN +-117.86,33.63,17.0,3095.0,551.0,1175.0,534.0,5.3099,500001.0,<1H OCEAN +-117.77,33.54,28.0,3404.0,497.0,1134.0,466.0,7.2217,500001.0,<1H OCEAN +-117.76,33.54,28.0,2250.0,329.0,826.0,323.0,6.9257,466400.0,<1H OCEAN +-117.77,33.54,47.0,3090.0,652.0,1105.0,582.0,4.1699,373700.0,<1H OCEAN +-117.77,33.53,46.0,1033.0,223.0,462.0,224.0,3.2708,384700.0,<1H OCEAN +-117.8,33.52,50.0,1152.0,341.0,519.0,225.0,3.053,500001.0,<1H OCEAN +-117.76,33.53,28.0,3085.0,499.0,1176.0,480.0,7.9794,426100.0,<1H OCEAN +-117.76,33.53,18.0,3224.0,561.0,1310.0,580.0,8.4614,391900.0,<1H OCEAN +-117.76,33.53,24.0,2105.0,346.0,712.0,332.0,10.6349,500001.0,<1H OCEAN +-117.77,33.53,32.0,3116.0,661.0,1105.0,543.0,5.1837,445600.0,<1H OCEAN +-117.78,33.51,44.0,1833.0,331.0,515.0,268.0,6.6178,500001.0,<1H OCEAN +-117.73,33.63,15.0,2874.0,592.0,1382.0,586.0,5.5137,161800.0,<1H OCEAN +-117.74,33.62,16.0,4134.0,740.0,2103.0,745.0,5.6877,231400.0,<1H OCEAN +-117.75,33.64,9.0,2499.0,492.0,1111.0,542.0,5.5342,182300.0,<1H OCEAN +-117.72,33.62,21.0,2322.0,518.0,662.0,457.0,3.1679,110000.0,<1H OCEAN +-117.72,33.62,19.0,1144.0,268.0,365.0,279.0,2.8583,105800.0,<1H OCEAN +-117.71,33.61,25.0,3004.0,718.0,891.0,626.0,2.395,80300.0,<1H OCEAN +-117.72,33.63,15.0,1362.0,255.0,378.0,202.0,1.9,162500.0,<1H OCEAN +-117.72,33.62,19.0,5777.0,1261.0,1711.0,1225.0,2.7634,86900.0,<1H OCEAN +-117.73,33.61,16.0,590.0,130.0,178.0,121.0,4.8611,186800.0,<1H OCEAN +-117.74,33.62,16.0,1889.0,590.0,686.0,537.0,3.4706,241700.0,<1H OCEAN +-117.74,33.61,16.0,2753.0,576.0,857.0,546.0,3.7422,229800.0,<1H OCEAN +-117.74,33.61,17.0,2116.0,474.0,662.0,443.0,3.5625,180800.0,<1H OCEAN +-117.75,33.61,17.0,2499.0,566.0,781.0,522.0,3.1779,186500.0,<1H OCEAN +-117.75,33.6,5.0,4944.0,1164.0,1727.0,948.0,4.9,255600.0,<1H OCEAN +-117.75,33.61,16.0,2270.0,488.0,709.0,489.0,3.2845,227600.0,<1H OCEAN +-117.73,33.61,17.0,2612.0,582.0,832.0,564.0,2.6759,120600.0,<1H OCEAN +-117.7,33.61,16.0,2371.0,725.0,1738.0,686.0,3.6484,322600.0,<1H OCEAN +-117.7,33.6,26.0,2283.0,506.0,634.0,469.0,2.3774,74300.0,<1H OCEAN +-117.71,33.6,8.0,3329.0,753.0,1312.0,629.0,3.5521,229800.0,<1H OCEAN +-117.71,33.6,25.0,3011.0,714.0,893.0,654.0,2.3387,74800.0,<1H OCEAN +-117.72,33.61,26.0,2033.0,463.0,618.0,450.0,2.5685,80400.0,<1H OCEAN +-117.72,33.61,26.0,2653.0,621.0,774.0,584.0,2.49,81100.0,<1H OCEAN +-117.71,33.61,26.0,3046.0,726.0,888.0,663.0,2.6848,74100.0,<1H OCEAN +-117.71,33.61,26.0,2280.0,550.0,669.0,502.0,2.3438,72300.0,<1H OCEAN +-117.71,33.6,25.0,1949.0,459.0,602.0,428.0,2.7601,72500.0,<1H OCEAN +-117.7,33.6,26.0,1021.0,230.0,301.0,208.0,2.625,80600.0,<1H OCEAN +-117.7,33.6,25.0,1321.0,295.0,396.0,278.0,3.1131,77100.0,<1H OCEAN +-117.7,33.59,11.0,8039.0,1717.0,3445.0,1571.0,4.1678,190900.0,<1H OCEAN +-117.84,33.66,5.0,665.0,171.0,384.0,171.0,4.5833,230400.0,<1H OCEAN +-117.84,33.66,5.0,1688.0,430.0,857.0,402.0,3.7857,231600.0,<1H OCEAN +-117.84,33.65,4.0,1649.0,456.0,1030.0,411.0,2.2262,225000.0,<1H OCEAN +-117.83,33.66,4.0,1011.0,198.0,511.0,198.0,7.9217,296200.0,<1H OCEAN +-117.83,33.65,9.0,638.0,266.0,426.0,234.0,3.7875,187500.0,<1H OCEAN +-117.83,33.65,8.0,2149.0,426.0,950.0,399.0,4.1103,250400.0,<1H OCEAN +-117.82,33.66,15.0,2460.0,447.0,1049.0,398.0,6.4967,387500.0,<1H OCEAN +-117.81,33.63,17.0,4477.0,610.0,1798.0,612.0,8.1093,410400.0,<1H OCEAN +-117.82,33.65,18.0,2105.0,302.0,830.0,286.0,6.3822,362500.0,<1H OCEAN +-117.8,33.63,8.0,32.0,9.0,26.0,11.0,4.1944,270800.0,<1H OCEAN +-117.8,33.64,8.0,4447.0,713.0,1680.0,705.0,8.8693,450400.0,<1H OCEAN +-117.8,33.63,15.0,3236.0,451.0,1289.0,416.0,11.1121,493000.0,<1H OCEAN +-117.82,33.64,18.0,1974.0,260.0,808.0,278.0,9.8589,500001.0,<1H OCEAN +-117.81,33.64,16.0,2404.0,349.0,868.0,329.0,11.0138,442100.0,<1H OCEAN +-117.81,33.64,4.0,1741.0,225.0,811.0,233.0,12.3411,500001.0,<1H OCEAN +-117.88,33.6,31.0,5488.0,1055.0,1938.0,964.0,8.8742,500001.0,<1H OCEAN +-117.87,33.6,20.0,3212.0,572.0,1064.0,526.0,6.6155,500001.0,<1H OCEAN +-117.87,33.6,35.0,1598.0,398.0,782.0,411.0,5.1155,500000.0,<1H OCEAN +-117.87,33.59,44.0,2499.0,396.0,910.0,374.0,6.6544,500001.0,<1H OCEAN +-117.87,33.6,33.0,3120.0,602.0,1155.0,553.0,5.2949,500001.0,<1H OCEAN +-117.86,33.6,30.0,1891.0,364.0,635.0,314.0,6.6265,500001.0,<1H OCEAN +-117.87,33.6,34.0,3415.0,779.0,1275.0,718.0,4.498,482900.0,<1H OCEAN +-117.89,33.6,36.0,1496.0,247.0,441.0,203.0,7.8164,500001.0,<1H OCEAN +-117.9,33.61,41.0,1521.0,328.0,527.0,275.0,4.0764,500001.0,<1H OCEAN +-117.91,33.61,40.0,2790.0,531.0,952.0,424.0,4.8,500001.0,<1H OCEAN +-117.91,33.6,37.0,2088.0,510.0,673.0,390.0,5.1048,500001.0,<1H OCEAN +-117.92,33.57,37.0,3355.0,492.0,921.0,366.0,7.2988,500001.0,NEAR OCEAN +-117.9,33.6,25.0,2465.0,585.0,906.0,472.0,3.6538,500001.0,<1H OCEAN +-117.92,33.61,23.0,1808.0,408.0,539.0,300.0,3.5682,500001.0,<1H OCEAN +-117.91,33.61,38.0,1232.0,178.0,410.0,171.0,11.075,500001.0,<1H OCEAN +-117.92,33.61,37.0,1244.0,173.0,394.0,154.0,10.3682,500001.0,<1H OCEAN +-117.92,33.61,36.0,1025.0,150.0,316.0,126.0,10.3048,500001.0,<1H OCEAN +-117.91,33.61,36.0,3082.0,455.0,771.0,365.0,11.216,500001.0,<1H OCEAN +-117.88,33.63,21.0,9565.0,2289.0,3162.0,1831.0,4.7024,345400.0,<1H OCEAN +-117.89,33.62,24.0,1016.0,238.0,465.0,236.0,3.0625,93800.0,<1H OCEAN +-117.88,33.64,16.0,3615.0,570.0,1209.0,559.0,8.5574,392200.0,<1H OCEAN +-117.9,33.61,19.0,2897.0,413.0,860.0,367.0,13.1738,500001.0,<1H OCEAN +-117.89,33.61,16.0,2413.0,559.0,656.0,423.0,6.3017,350000.0,<1H OCEAN +-117.89,33.61,41.0,1790.0,361.0,540.0,284.0,6.0247,500001.0,<1H OCEAN +-117.89,33.61,42.0,1301.0,280.0,539.0,249.0,5.0,500001.0,<1H OCEAN +-117.89,33.61,44.0,2126.0,423.0,745.0,332.0,5.1923,500001.0,<1H OCEAN +-117.89,33.6,40.0,1639.0,352.0,498.0,278.0,5.6336,500001.0,<1H OCEAN +-117.89,33.61,45.0,1883.0,419.0,653.0,328.0,4.2222,500001.0,<1H OCEAN +-117.9,33.61,44.0,1469.0,312.0,507.0,266.0,3.4937,500001.0,<1H OCEAN +-117.87,33.64,26.0,3521.0,455.0,1336.0,451.0,10.2849,500001.0,<1H OCEAN +-117.86,33.65,4.0,3618.0,767.0,1326.0,714.0,5.4284,500001.0,<1H OCEAN +-117.87,33.63,9.0,6163.0,1004.0,1912.0,903.0,10.8289,500001.0,<1H OCEAN +-117.87,33.62,15.0,2209.0,275.0,735.0,274.0,15.0001,500001.0,<1H OCEAN +-117.87,33.62,8.0,1266.0,,375.0,183.0,9.802,500001.0,<1H OCEAN +-117.88,33.65,24.0,4879.0,756.0,1777.0,754.0,5.9055,477300.0,<1H OCEAN +-117.9,33.63,26.0,4486.0,554.0,1598.0,549.0,10.1454,500001.0,<1H OCEAN +-117.91,33.63,20.0,3442.0,1526.0,1427.0,977.0,3.1985,106300.0,<1H OCEAN +-117.9,33.63,32.0,3556.0,521.0,1381.0,537.0,6.1426,450700.0,<1H OCEAN +-117.9,33.63,26.0,1632.0,376.0,598.0,375.0,3.2125,455000.0,<1H OCEAN +-117.9,33.63,28.0,2370.0,352.0,832.0,347.0,7.1148,500001.0,<1H OCEAN +-117.88,33.66,26.0,6017.0,1244.0,2673.0,1135.0,3.5426,295400.0,<1H OCEAN +-117.89,33.66,33.0,3595.0,785.0,1621.0,732.0,4.1372,265200.0,<1H OCEAN +-117.9,33.66,13.0,1642.0,423.0,841.0,368.0,3.6042,226000.0,<1H OCEAN +-117.9,33.65,24.0,4496.0,877.0,1928.0,855.0,4.6808,245500.0,<1H OCEAN +-117.89,33.66,32.0,2736.0,550.0,1279.0,534.0,5.5422,253100.0,<1H OCEAN +-117.9,33.65,27.0,3310.0,598.0,1402.0,563.0,6.632,441100.0,<1H OCEAN +-117.9,33.64,28.0,2466.0,507.0,1081.0,465.0,3.9375,339800.0,<1H OCEAN +-117.9,33.65,28.0,2043.0,430.0,1108.0,452.0,5.2549,261800.0,<1H OCEAN +-117.9,33.65,30.0,2196.0,486.0,1131.0,460.0,4.4135,272300.0,<1H OCEAN +-117.91,33.65,24.0,885.0,321.0,590.0,254.0,2.625,217900.0,<1H OCEAN +-117.9,33.65,30.0,1634.0,373.0,771.0,364.0,3.4125,284100.0,<1H OCEAN +-117.91,33.65,17.0,1328.0,377.0,762.0,344.0,2.2222,276800.0,<1H OCEAN +-117.91,33.64,37.0,1998.0,472.0,1030.0,436.0,3.9306,268400.0,<1H OCEAN +-117.9,33.64,36.0,2017.0,357.0,850.0,348.0,5.0532,310900.0,<1H OCEAN +-117.91,33.64,29.0,1652.0,310.0,832.0,326.0,4.8098,325400.0,<1H OCEAN +-117.91,33.64,40.0,1958.0,333.0,876.0,364.0,3.6406,326100.0,<1H OCEAN +-117.91,33.63,32.0,1901.0,400.0,946.0,418.0,2.7264,311100.0,<1H OCEAN +-117.92,33.63,34.0,2479.0,491.0,1131.0,490.0,4.9643,317900.0,<1H OCEAN +-117.91,33.63,30.0,2071.0,412.0,1081.0,412.0,4.9125,335700.0,<1H OCEAN +-117.92,33.64,25.0,2224.0,580.0,985.0,516.0,3.1305,268800.0,<1H OCEAN +-117.91,33.64,38.0,2222.0,542.0,1067.0,512.0,2.8553,307600.0,<1H OCEAN +-117.92,33.63,24.0,1562.0,441.0,696.0,347.0,3.5161,236400.0,<1H OCEAN +-117.91,33.63,32.0,1122.0,233.0,557.0,223.0,3.5388,407000.0,<1H OCEAN +-117.92,33.62,37.0,2038.0,379.0,837.0,381.0,5.2416,471300.0,<1H OCEAN +-117.92,33.63,39.0,1469.0,226.0,553.0,225.0,7.8496,490800.0,<1H OCEAN +-117.92,33.62,35.0,1821.0,335.0,727.0,316.0,6.5842,458500.0,<1H OCEAN +-117.91,33.61,27.0,1797.0,343.0,435.0,203.0,5.9196,500001.0,<1H OCEAN +-117.91,33.62,32.0,1997.0,427.0,944.0,426.0,4.4063,500001.0,<1H OCEAN +-117.91,33.62,35.0,2426.0,359.0,937.0,387.0,9.2175,500001.0,<1H OCEAN +-117.92,33.61,18.0,1538.0,425.0,425.0,288.0,5.3369,312500.0,<1H OCEAN +-117.93,33.62,33.0,1890.0,416.0,859.0,329.0,4.5658,500001.0,<1H OCEAN +-117.93,33.62,34.0,2125.0,498.0,1052.0,468.0,5.6315,484600.0,<1H OCEAN +-117.94,33.62,28.0,1765.0,390.0,832.0,349.0,6.5928,439100.0,<1H OCEAN +-117.95,33.63,29.0,1496.0,282.0,463.0,215.0,6.0516,500001.0,<1H OCEAN +-117.96,33.6,34.0,959.0,230.0,384.0,197.0,5.2333,471400.0,NEAR OCEAN +-117.93,33.61,27.0,1806.0,465.0,791.0,358.0,3.8125,366700.0,<1H OCEAN +-117.93,33.62,37.0,2204.0,428.0,807.0,410.0,7.0516,500001.0,<1H OCEAN +-117.94,33.62,25.0,1188.0,264.0,569.0,249.0,3.6607,500001.0,<1H OCEAN +-117.94,33.65,20.0,5476.0,1073.0,2327.0,963.0,5.6637,222100.0,<1H OCEAN +-117.93,33.65,35.0,2133.0,413.0,1473.0,402.0,4.4211,215200.0,<1H OCEAN +-117.93,33.64,31.0,1291.0,356.0,1252.0,373.0,2.7143,185400.0,<1H OCEAN +-117.94,33.64,18.0,1867.0,426.0,871.0,399.0,2.6221,272000.0,<1H OCEAN +-117.93,33.64,24.0,1395.0,396.0,1478.0,404.0,2.5301,192900.0,<1H OCEAN +-117.92,33.64,24.0,2539.0,695.0,1623.0,611.0,3.0708,188700.0,<1H OCEAN +-117.94,33.64,24.0,1097.0,307.0,470.0,333.0,1.6389,225000.0,<1H OCEAN +-117.93,33.64,15.0,1707.0,514.0,1335.0,434.0,2.7543,177800.0,<1H OCEAN +-117.95,33.63,27.0,2489.0,481.0,1082.0,443.0,5.8777,358800.0,<1H OCEAN +-117.95,33.63,27.0,891.0,183.0,513.0,171.0,6.0,381500.0,<1H OCEAN +-117.93,33.63,10.0,2766.0,732.0,1332.0,646.0,4.6161,226300.0,<1H OCEAN +-117.95,33.63,17.0,6745.0,1547.0,2688.0,1535.0,3.9917,271600.0,<1H OCEAN +-117.91,33.65,19.0,1589.0,421.0,1118.0,394.0,4.1029,213400.0,<1H OCEAN +-117.92,33.64,5.0,949.0,287.0,497.0,244.0,2.75,225000.0,<1H OCEAN +-117.92,33.65,15.0,1309.0,477.0,1330.0,424.0,3.4417,182500.0,<1H OCEAN +-117.93,33.65,29.0,1253.0,375.0,1198.0,362.0,3.5179,225000.0,<1H OCEAN +-117.91,33.65,24.0,1494.0,494.0,814.0,459.0,2.1074,181300.0,<1H OCEAN +-117.92,33.65,28.0,1087.0,423.0,807.0,425.0,0.9702,225400.0,<1H OCEAN +-117.92,33.65,25.0,1679.0,470.0,1314.0,473.0,4.1026,211500.0,<1H OCEAN +-117.92,33.65,20.0,1391.0,393.0,856.0,360.0,3.184,220000.0,<1H OCEAN +-117.93,33.65,27.0,1283.0,406.0,1063.0,376.0,2.75,275000.0,<1H OCEAN +-117.92,33.68,28.0,3397.0,597.0,1397.0,560.0,4.8125,244600.0,<1H OCEAN +-117.93,33.67,27.0,3512.0,472.0,1391.0,481.0,8.1001,336500.0,<1H OCEAN +-117.94,33.67,26.0,2552.0,314.0,925.0,323.0,8.1839,367000.0,<1H OCEAN +-117.94,33.66,16.0,2095.0,450.0,963.0,411.0,5.5,224100.0,<1H OCEAN +-117.94,33.65,15.0,2016.0,443.0,1015.0,419.0,5.2732,209700.0,<1H OCEAN +-117.93,33.65,34.0,2141.0,425.0,1559.0,429.0,4.2036,220100.0,<1H OCEAN +-117.93,33.69,19.0,2602.0,439.0,1156.0,424.0,5.01,263800.0,<1H OCEAN +-117.93,33.69,26.0,2822.0,473.0,1258.0,469.0,6.4441,261000.0,<1H OCEAN +-117.92,33.68,25.0,2017.0,454.0,1024.0,428.0,4.4732,245600.0,<1H OCEAN +-117.93,33.68,33.0,2664.0,432.0,1197.0,429.0,5.069,264200.0,<1H OCEAN +-117.94,33.68,26.0,4183.0,539.0,1504.0,520.0,7.4056,374200.0,<1H OCEAN +-117.92,33.67,14.0,6224.0,1679.0,3148.0,1589.0,4.2071,430900.0,<1H OCEAN +-117.93,33.66,18.0,2043.0,250.0,702.0,246.0,9.6062,414700.0,<1H OCEAN +-117.93,33.65,26.0,5831.0,1546.0,4738.0,1477.0,3.1483,213000.0,<1H OCEAN +-117.91,33.69,30.0,2704.0,426.0,1289.0,423.0,5.2815,229500.0,<1H OCEAN +-117.91,33.67,16.0,7961.0,2276.0,5014.0,2116.0,3.512,218400.0,<1H OCEAN +-117.9,33.68,25.0,7060.0,1159.0,3903.0,1139.0,4.8359,249200.0,<1H OCEAN +-117.9,33.67,26.0,2507.0,393.0,1333.0,392.0,6.1601,266100.0,<1H OCEAN +-117.89,33.68,26.0,2905.0,504.0,1452.0,491.0,5.0853,260300.0,<1H OCEAN +-117.9,33.67,25.0,639.0,98.0,311.0,93.0,6.6833,275900.0,<1H OCEAN +-117.91,33.67,32.0,3058.0,562.0,1475.0,569.0,4.4625,253500.0,<1H OCEAN +-117.91,33.66,26.0,5761.0,1326.0,2681.0,1116.0,4.0341,243300.0,<1H OCEAN +-117.91,33.65,14.0,2598.0,759.0,1584.0,703.0,4.0417,180900.0,<1H OCEAN +-117.91,33.66,21.0,1708.0,505.0,1099.0,434.0,3.225,193800.0,<1H OCEAN +-117.9,33.66,22.0,3568.0,938.0,1952.0,938.0,3.1667,161000.0,<1H OCEAN +-117.9,33.66,4.0,456.0,91.0,623.0,84.0,6.6369,192600.0,<1H OCEAN +-117.9,33.69,13.0,9947.0,1675.0,4071.0,1582.0,5.422,316600.0,<1H OCEAN +-117.87,33.69,4.0,2337.0,768.0,983.0,655.0,3.7174,275000.0,<1H OCEAN +-117.89,33.68,8.0,5278.0,1575.0,2389.0,1371.0,3.3409,181300.0,<1H OCEAN +-117.88,33.69,20.0,5330.0,976.0,2734.0,1000.0,5.2138,233100.0,<1H OCEAN +-117.86,33.71,21.0,1795.0,406.0,2246.0,400.0,3.152,152800.0,<1H OCEAN +-117.86,33.71,36.0,191.0,42.0,208.0,37.0,3.375,157500.0,<1H OCEAN +-117.87,33.71,16.0,3397.0,686.0,1924.0,621.0,4.9148,155500.0,<1H OCEAN +-117.87,33.71,13.0,1087.0,340.0,817.0,342.0,3.5326,262500.0,<1H OCEAN +-117.87,33.7,17.0,3216.0,607.0,1916.0,618.0,4.9153,266400.0,<1H OCEAN +-117.87,33.7,21.0,3648.0,654.0,2266.0,628.0,5.0956,246000.0,<1H OCEAN +-117.88,33.71,27.0,1596.0,297.0,1703.0,289.0,4.1,184900.0,<1H OCEAN +-117.88,33.71,30.0,1739.0,359.0,1914.0,369.0,3.5551,185200.0,<1H OCEAN +-117.88,33.71,20.0,1738.0,509.0,1403.0,411.0,3.1742,245000.0,<1H OCEAN +-117.88,33.7,18.0,2135.0,373.0,1464.0,405.0,5.4836,225800.0,<1H OCEAN +-117.88,33.7,17.0,5122.0,1544.0,2966.0,1339.0,3.4835,116700.0,<1H OCEAN +-117.88,33.7,24.0,534.0,88.0,249.0,74.0,5.3254,240500.0,<1H OCEAN +-117.88,33.7,16.0,1505.0,358.0,835.0,339.0,3.8029,205400.0,<1H OCEAN +-117.9,33.72,36.0,443.0,117.0,577.0,115.0,3.6875,137500.0,<1H OCEAN +-117.91,33.72,32.0,2436.0,504.0,2839.0,516.0,4.5607,182100.0,<1H OCEAN +-117.9,33.72,33.0,2613.0,562.0,3150.0,543.0,4.3899,180700.0,<1H OCEAN +-117.9,33.73,31.0,1171.0,306.0,1690.0,301.0,3.2639,155200.0,<1H OCEAN +-117.89,33.72,25.0,4343.0,847.0,3872.0,850.0,4.65,197800.0,<1H OCEAN +-117.89,33.72,23.0,2305.0,538.0,2493.0,502.0,3.6618,183500.0,<1H OCEAN +-117.88,33.73,32.0,1947.0,355.0,1786.0,332.0,4.5726,177500.0,<1H OCEAN +-117.88,33.72,38.0,1421.0,300.0,1236.0,263.0,3.9844,165300.0,<1H OCEAN +-117.88,33.72,36.0,1910.0,352.0,1593.0,329.0,3.89,170000.0,<1H OCEAN +-117.9,33.71,16.0,4208.0,630.0,2592.0,662.0,6.1966,260500.0,<1H OCEAN +-117.89,33.71,23.0,1422.0,260.0,1092.0,263.0,4.7422,202400.0,<1H OCEAN +-117.89,33.71,24.0,4365.0,804.0,2663.0,753.0,4.5814,233300.0,<1H OCEAN +-117.9,33.71,16.0,1917.0,317.0,1324.0,351.0,6.2488,252000.0,<1H OCEAN +-117.89,33.71,16.0,1591.0,225.0,926.0,239.0,6.2452,266300.0,<1H OCEAN +-117.9,33.71,15.0,539.0,71.0,287.0,66.0,6.3427,305200.0,<1H OCEAN +-117.92,33.7,15.0,3201.0,,1510.0,622.0,4.2708,161700.0,<1H OCEAN +-117.91,33.71,16.0,3113.0,783.0,1719.0,715.0,3.6505,145700.0,<1H OCEAN +-117.89,33.7,13.0,1857.0,572.0,838.0,525.0,3.2386,129200.0,<1H OCEAN +-117.9,33.7,12.0,4695.0,1110.0,2153.0,989.0,4.6483,190800.0,<1H OCEAN +-117.9,33.7,15.0,2289.0,686.0,982.0,634.0,4.5757,162500.0,<1H OCEAN +-117.86,33.73,31.0,1115.0,268.0,1369.0,259.0,3.5694,150500.0,<1H OCEAN +-117.86,33.72,31.0,1194.0,297.0,1602.0,306.0,2.3333,157700.0,<1H OCEAN +-117.87,33.72,39.0,3167.0,669.0,2789.0,619.0,3.5902,165900.0,<1H OCEAN +-117.87,33.72,37.0,2216.0,497.0,2445.0,506.0,3.8421,174000.0,<1H OCEAN +-117.86,33.72,37.0,1429.0,428.0,2089.0,399.0,3.413,150600.0,<1H OCEAN +-117.86,33.72,32.0,1461.0,340.0,1909.0,346.0,3.5511,159100.0,<1H OCEAN +-117.85,33.73,28.0,1499.0,574.0,3328.0,595.0,2.4539,115000.0,<1H OCEAN +-117.84,33.73,20.0,2572.0,732.0,1534.0,669.0,2.4211,175000.0,<1H OCEAN +-117.84,33.74,22.0,6072.0,1802.0,4715.0,1666.0,3.1353,121400.0,<1H OCEAN +-117.84,33.74,24.0,1752.0,407.0,910.0,427.0,3.3611,134600.0,<1H OCEAN +-117.84,33.74,25.0,1818.0,577.0,1426.0,532.0,3.2104,112500.0,<1H OCEAN +-117.83,33.74,23.0,1818.0,522.0,958.0,485.0,2.6771,131500.0,<1H OCEAN +-117.86,33.75,5.0,187.0,49.0,207.0,51.0,1.8,154200.0,<1H OCEAN +-117.86,33.75,31.0,1761.0,515.0,1810.0,468.0,1.9309,173400.0,<1H OCEAN +-117.86,33.75,6.0,1565.0,599.0,3157.0,629.0,2.9271,123200.0,<1H OCEAN +-117.86,33.76,15.0,851.0,297.0,1326.0,254.0,2.8289,117500.0,<1H OCEAN +-117.85,33.74,19.0,1248.0,357.0,1214.0,328.0,2.7059,159800.0,<1H OCEAN +-117.85,33.75,27.0,2311.0,632.0,2936.0,609.0,2.5651,171400.0,<1H OCEAN +-117.86,33.74,9.0,525.0,171.0,1257.0,165.0,3.375,165300.0,<1H OCEAN +-117.86,33.74,32.0,691.0,151.0,926.0,148.0,4.125,175900.0,<1H OCEAN +-117.85,33.74,26.0,2589.0,1003.0,5756.0,983.0,2.1992,170800.0,<1H OCEAN +-117.86,33.73,23.0,407.0,108.0,647.0,96.0,3.775,177400.0,<1H OCEAN +-117.86,33.73,30.0,2651.0,572.0,3249.0,552.0,3.7202,182100.0,<1H OCEAN +-117.86,33.73,26.0,1702.0,456.0,2776.0,463.0,2.6385,180200.0,<1H OCEAN +-117.87,33.74,31.0,2338.0,652.0,3289.0,631.0,2.6734,158500.0,<1H OCEAN +-117.87,33.73,45.0,2264.0,,1970.0,499.0,3.4193,177000.0,<1H OCEAN +-117.87,33.74,52.0,2411.0,526.0,2165.0,521.0,3.415,172500.0,<1H OCEAN +-117.86,33.74,38.0,2415.0,642.0,3242.0,599.0,3.425,165600.0,<1H OCEAN +-117.86,33.73,38.0,2284.0,511.0,2451.0,504.0,3.3125,159100.0,<1H OCEAN +-117.86,33.74,34.0,2254.0,630.0,2984.0,625.0,2.5,162500.0,<1H OCEAN +-117.89,33.73,33.0,1308.0,375.0,2175.0,347.0,3.0824,177400.0,<1H OCEAN +-117.9,33.73,32.0,2930.0,833.0,5116.0,854.0,3.7147,164100.0,<1H OCEAN +-117.9,33.73,30.0,746.0,172.0,1048.0,163.0,4.1,166400.0,<1H OCEAN +-117.88,33.73,33.0,2291.0,594.0,3232.0,589.0,3.2037,163500.0,<1H OCEAN +-117.88,33.73,36.0,2471.0,498.0,2594.0,475.0,3.75,170500.0,<1H OCEAN +-117.89,33.75,31.0,1205.0,280.0,1476.0,301.0,4.0231,139200.0,<1H OCEAN +-117.89,33.74,32.0,1562.0,365.0,2145.0,347.0,2.9167,158400.0,<1H OCEAN +-117.89,33.74,34.0,1759.0,353.0,2083.0,330.0,3.2292,160600.0,<1H OCEAN +-117.9,33.75,28.0,1346.0,291.0,1575.0,278.0,3.425,159500.0,<1H OCEAN +-117.9,33.74,19.0,1566.0,379.0,1032.0,330.0,2.2105,180400.0,<1H OCEAN +-117.9,33.74,18.0,1884.0,442.0,1915.0,442.0,2.3783,166700.0,<1H OCEAN +-117.91,33.74,25.0,4273.0,965.0,2946.0,922.0,2.9926,183200.0,<1H OCEAN +-117.91,33.73,26.0,2413.0,512.0,2867.0,509.0,4.7639,179900.0,<1H OCEAN +-117.9,33.73,26.0,1324.0,314.0,1804.0,311.0,3.9659,178500.0,<1H OCEAN +-117.9,33.74,24.0,2932.0,955.0,5516.0,911.0,2.7535,111000.0,<1H OCEAN +-117.9,33.74,25.0,808.0,163.0,1066.0,189.0,4.7679,173100.0,<1H OCEAN +-117.9,33.74,24.0,1435.0,494.0,3171.0,504.0,3.0833,151700.0,<1H OCEAN +-117.89,33.74,32.0,660.0,145.0,959.0,113.0,3.75,159000.0,<1H OCEAN +-117.89,33.74,33.0,619.0,139.0,1217.0,146.0,4.6875,154400.0,<1H OCEAN +-117.89,33.73,32.0,728.0,134.0,837.0,135.0,4.0769,163900.0,<1H OCEAN +-117.88,33.75,10.0,1823.0,590.0,2176.0,548.0,1.5026,151800.0,<1H OCEAN +-117.88,33.74,29.0,720.0,174.0,1045.0,181.0,3.1964,151900.0,<1H OCEAN +-117.88,33.74,16.0,1444.0,446.0,2329.0,441.0,3.1691,159400.0,<1H OCEAN +-117.88,33.74,31.0,1120.0,296.0,1718.0,268.0,2.8077,140300.0,<1H OCEAN +-117.87,33.74,16.0,1243.0,365.0,1925.0,376.0,2.7632,158900.0,<1H OCEAN +-117.88,33.74,19.0,2261.0,642.0,3545.0,635.0,2.5224,148500.0,<1H OCEAN +-117.88,33.74,25.0,1799.0,557.0,3416.0,538.0,3.0083,163500.0,<1H OCEAN +-117.87,33.76,6.0,2992.0,1194.0,3800.0,1130.0,2.246,183300.0,<1H OCEAN +-117.87,33.75,14.0,5526.0,1916.0,6799.0,1796.0,2.6561,144400.0,<1H OCEAN +-117.87,33.75,18.0,697.0,255.0,812.0,221.0,2.6635,162500.0,<1H OCEAN +-117.86,33.75,39.0,275.0,87.0,554.0,103.0,3.5972,158000.0,<1H OCEAN +-117.86,33.75,13.0,1632.0,598.0,3356.0,659.0,1.5054,137500.0,<1H OCEAN +-117.87,33.75,12.0,2782.0,1077.0,1968.0,795.0,0.971,102500.0,<1H OCEAN +-117.87,33.75,26.0,411.0,114.0,448.0,95.0,1.7019,350000.0,<1H OCEAN +-117.88,33.76,37.0,2988.0,677.0,2354.0,666.0,3.4345,235500.0,<1H OCEAN +-117.88,33.76,17.0,1768.0,474.0,1079.0,436.0,1.7823,205300.0,<1H OCEAN +-117.88,33.75,50.0,1344.0,228.0,747.0,234.0,4.5125,195400.0,<1H OCEAN +-117.88,33.75,34.0,3004.0,673.0,5477.0,640.0,2.8342,187200.0,<1H OCEAN +-117.9,33.76,26.0,2678.0,702.0,3262.0,685.0,3.6953,176800.0,<1H OCEAN +-117.9,33.75,32.0,1893.0,431.0,2245.0,426.0,3.7143,163000.0,<1H OCEAN +-117.89,33.76,36.0,2656.0,572.0,2370.0,571.0,3.8056,177200.0,<1H OCEAN +-117.89,33.75,34.0,2753.0,654.0,3117.0,631.0,3.1713,170100.0,<1H OCEAN +-117.88,33.78,26.0,1813.0,421.0,1235.0,343.0,3.5972,187500.0,<1H OCEAN +-117.88,33.77,31.0,2549.0,355.0,1044.0,362.0,6.9737,288800.0,<1H OCEAN +-117.88,33.78,26.0,3141.0,670.0,1572.0,724.0,3.3472,237400.0,<1H OCEAN +-117.89,33.77,32.0,2342.0,570.0,1445.0,453.0,4.1951,195000.0,<1H OCEAN +-117.89,33.77,35.0,1799.0,343.0,1239.0,368.0,3.9219,189600.0,<1H OCEAN +-117.89,33.76,34.0,1050.0,210.0,723.0,201.0,4.8,192700.0,<1H OCEAN +-117.87,33.77,52.0,2512.0,356.0,978.0,365.0,8.0784,320300.0,<1H OCEAN +-117.87,33.76,37.0,4943.0,851.0,2164.0,788.0,4.1071,311300.0,<1H OCEAN +-117.86,33.77,39.0,4159.0,655.0,1669.0,651.0,4.6111,240300.0,<1H OCEAN +-117.86,33.76,34.0,3153.0,561.0,1679.0,532.0,4.7083,205300.0,<1H OCEAN +-117.84,33.76,14.0,1458.0,423.0,615.0,365.0,4.2798,218800.0,<1H OCEAN +-117.85,33.76,26.0,2312.0,525.0,1273.0,437.0,2.8828,204700.0,<1H OCEAN +-117.84,33.76,16.0,238.0,51.0,93.0,50.0,5.375,215700.0,<1H OCEAN +-117.84,33.76,22.0,378.0,78.0,196.0,81.0,3.6806,219400.0,<1H OCEAN +-117.84,33.75,16.0,4367.0,1161.0,2164.0,1005.0,4.0214,139500.0,<1H OCEAN +-117.85,33.76,33.0,1866.0,327.0,1053.0,371.0,4.5461,213800.0,<1H OCEAN +-117.84,33.77,14.0,4412.0,952.0,1656.0,874.0,4.3292,206500.0,<1H OCEAN +-117.85,33.77,23.0,5928.0,1204.0,3570.0,1150.0,4.0398,233100.0,<1H OCEAN +-117.84,33.77,26.0,3350.0,581.0,1314.0,550.0,3.5195,249100.0,<1H OCEAN +-117.84,33.76,26.0,2110.0,409.0,1146.0,407.0,4.3698,229600.0,<1H OCEAN +-117.83,33.75,22.0,6433.0,1174.0,2703.0,1125.0,4.9957,296400.0,<1H OCEAN +-117.82,33.75,30.0,2910.0,535.0,1270.0,489.0,4.6161,236500.0,<1H OCEAN +-117.82,33.75,24.0,893.0,209.0,342.0,197.0,2.8261,146500.0,<1H OCEAN +-117.82,33.74,25.0,2720.0,680.0,1559.0,631.0,3.0958,137800.0,<1H OCEAN +-117.83,33.75,34.0,2660.0,601.0,1475.0,567.0,3.4152,210200.0,<1H OCEAN +-117.81,33.75,23.0,3498.0,636.0,1574.0,642.0,5.021,252200.0,<1H OCEAN +-117.8,33.74,30.0,3569.0,551.0,1540.0,537.0,5.2998,247200.0,<1H OCEAN +-117.81,33.73,19.0,5471.0,1345.0,2828.0,1247.0,3.5719,252800.0,<1H OCEAN +-117.81,33.74,24.0,2696.0,649.0,1908.0,626.0,3.3047,216900.0,<1H OCEAN +-117.81,33.73,19.0,4022.0,975.0,2334.0,954.0,3.0305,140600.0,<1H OCEAN +-117.81,33.73,23.0,3056.0,556.0,1508.0,555.0,4.7273,234200.0,<1H OCEAN +-117.82,33.73,23.0,2542.0,772.0,1720.0,675.0,3.8703,137000.0,<1H OCEAN +-117.82,33.73,24.0,845.0,190.0,482.0,190.0,4.7039,225000.0,<1H OCEAN +-117.82,33.73,27.0,1270.0,258.0,809.0,264.0,5.0162,223000.0,<1H OCEAN +-117.83,33.74,23.0,6114.0,1623.0,4088.0,1521.0,3.0382,183600.0,<1H OCEAN +-117.83,33.73,20.0,5768.0,1597.0,4853.0,1465.0,3.5387,160400.0,<1H OCEAN +-117.8,33.76,27.0,2655.0,345.0,1017.0,335.0,6.9014,366800.0,<1H OCEAN +-117.79,33.76,25.0,2037.0,252.0,796.0,249.0,11.0546,487200.0,<1H OCEAN +-117.79,33.75,26.0,2893.0,345.0,983.0,326.0,13.466,500001.0,<1H OCEAN +-117.79,33.75,26.0,2955.0,377.0,1074.0,373.0,9.3845,500001.0,<1H OCEAN +-117.8,33.75,29.0,3058.0,488.0,1197.0,474.0,5.3903,286600.0,<1H OCEAN +-117.8,33.74,33.0,2890.0,453.0,1300.0,452.0,6.5616,290200.0,<1H OCEAN +-117.81,33.75,25.0,2365.0,471.0,1197.0,458.0,3.7031,227800.0,<1H OCEAN +-117.79,33.77,23.0,3596.0,451.0,1292.0,458.0,8.5403,451300.0,<1H OCEAN +-117.79,33.77,21.0,4349.0,553.0,1680.0,519.0,6.9014,439000.0,<1H OCEAN +-117.78,33.76,25.0,2260.0,261.0,719.0,254.0,11.4537,500001.0,<1H OCEAN +-117.78,33.78,6.0,9792.0,1283.0,3744.0,1179.0,10.1714,481500.0,<1H OCEAN +-117.76,33.79,4.0,8974.0,1268.0,3754.0,1241.0,8.2653,374000.0,<1H OCEAN +-117.77,33.76,19.0,3532.0,402.0,1200.0,426.0,11.0124,500001.0,<1H OCEAN +-117.82,33.77,32.0,2308.0,301.0,967.0,320.0,7.0565,324600.0,<1H OCEAN +-117.83,33.77,22.0,2956.0,642.0,1342.0,558.0,4.1151,203200.0,<1H OCEAN +-117.83,33.77,26.0,4931.0,853.0,2249.0,818.0,4.275,285400.0,<1H OCEAN +-117.82,33.76,27.0,3230.0,449.0,1193.0,448.0,6.5308,287800.0,<1H OCEAN +-117.82,33.77,27.0,2578.0,314.0,976.0,340.0,7.1882,359200.0,<1H OCEAN +-117.82,33.76,33.0,2774.0,428.0,1229.0,407.0,6.2944,265600.0,<1H OCEAN +-117.81,33.76,32.0,2053.0,339.0,835.0,323.0,5.5654,281800.0,<1H OCEAN +-117.8,33.77,29.0,5436.0,707.0,2046.0,685.0,8.7496,349500.0,<1H OCEAN +-117.81,33.77,31.0,4624.0,624.0,1852.0,635.0,7.2392,334600.0,<1H OCEAN +-117.81,33.83,8.0,7326.0,884.0,2569.0,798.0,10.157,477100.0,<1H OCEAN +-117.83,33.83,13.0,3759.0,489.0,1496.0,499.0,8.3818,377600.0,<1H OCEAN +-117.83,33.83,23.0,2775.0,547.0,1226.0,510.0,3.6707,231400.0,<1H OCEAN +-117.82,33.8,15.0,3207.0,647.0,1414.0,595.0,4.0484,165600.0,<1H OCEAN +-117.83,33.79,29.0,1454.0,236.0,724.0,262.0,4.8542,218100.0,<1H OCEAN +-117.82,33.79,26.0,2641.0,633.0,3657.0,617.0,4.1339,222300.0,<1H OCEAN +-117.83,33.8,30.0,4713.0,758.0,2271.0,730.0,5.8622,221000.0,<1H OCEAN +-117.83,33.8,31.0,2016.0,409.0,1095.0,405.0,3.8681,196000.0,<1H OCEAN +-117.84,33.79,37.0,2733.0,460.0,1378.0,476.0,5.3041,235700.0,<1H OCEAN +-117.83,33.79,25.0,2070.0,513.0,1078.0,460.0,2.9312,220100.0,<1H OCEAN +-117.84,33.79,34.0,2590.0,603.0,1658.0,608.0,2.378,199600.0,<1H OCEAN +-117.84,33.78,26.0,2577.0,434.0,1086.0,432.0,4.6125,229200.0,<1H OCEAN +-117.84,33.78,24.0,3817.0,787.0,1656.0,713.0,4.25,248000.0,<1H OCEAN +-117.81,33.79,23.0,3114.0,610.0,2045.0,577.0,3.75,211900.0,<1H OCEAN +-117.82,33.78,25.0,4977.0,645.0,2061.0,646.0,6.58,318500.0,<1H OCEAN +-117.81,33.78,27.0,3589.0,507.0,1484.0,495.0,5.7934,270500.0,<1H OCEAN +-117.82,33.78,28.0,4485.0,667.0,2048.0,685.0,5.4562,274700.0,<1H OCEAN +-117.81,33.82,20.0,2819.0,319.0,1019.0,319.0,12.2092,500001.0,<1H OCEAN +-117.8,33.83,17.0,2971.0,350.0,1180.0,346.0,11.1228,500001.0,<1H OCEAN +-117.82,33.82,22.0,3173.0,372.0,1181.0,355.0,8.3637,500001.0,<1H OCEAN +-117.81,33.81,19.0,3154.0,390.0,1404.0,384.0,8.9257,431800.0,<1H OCEAN +-117.81,33.82,22.0,2898.0,335.0,1057.0,324.0,10.8111,500001.0,<1H OCEAN +-117.82,33.81,19.0,2556.0,304.0,822.0,260.0,9.9055,456900.0,<1H OCEAN +-117.83,33.82,26.0,3259.0,456.0,1354.0,459.0,5.7817,267600.0,<1H OCEAN +-117.83,33.82,23.0,1100.0,285.0,940.0,267.0,3.6953,150000.0,<1H OCEAN +-117.83,33.81,24.0,3550.0,895.0,2828.0,834.0,2.8403,225600.0,<1H OCEAN +-117.82,33.81,25.0,2662.0,402.0,1247.0,401.0,5.4395,244000.0,<1H OCEAN +-117.83,33.81,28.0,1972.0,315.0,970.0,326.0,5.4298,234200.0,<1H OCEAN +-117.82,33.81,30.0,2260.0,345.0,1182.0,341.0,6.0705,236700.0,<1H OCEAN +-117.85,33.79,46.0,1846.0,383.0,867.0,336.0,3.4234,200000.0,<1H OCEAN +-117.85,33.79,52.0,2102.0,403.0,898.0,365.0,3.6827,236800.0,<1H OCEAN +-117.86,33.79,31.0,3523.0,922.0,2660.0,949.0,3.1792,146400.0,<1H OCEAN +-117.85,33.79,52.0,1963.0,430.0,1197.0,415.0,3.8929,211000.0,<1H OCEAN +-117.85,33.78,23.0,3187.0,870.0,1977.0,852.0,3.3939,212100.0,<1H OCEAN +-117.86,33.78,25.0,2635.0,660.0,1710.0,634.0,3.125,215000.0,<1H OCEAN +-117.85,33.77,16.0,2186.0,511.0,908.0,466.0,4.575,225000.0,<1H OCEAN +-117.85,33.79,40.0,1251.0,336.0,729.0,343.0,2.4688,236400.0,<1H OCEAN +-117.86,33.79,34.0,1883.0,408.0,1227.0,424.0,3.8929,187500.0,<1H OCEAN +-117.86,33.78,21.0,2713.0,731.0,1952.0,722.0,2.6959,178800.0,<1H OCEAN +-117.87,33.78,21.0,2487.0,573.0,1515.0,494.0,4.3039,168500.0,<1H OCEAN +-117.87,33.78,19.0,2813.0,567.0,1334.0,596.0,4.7208,173500.0,<1H OCEAN +-117.87,33.78,30.0,2022.0,522.0,1196.0,463.0,3.7454,186000.0,<1H OCEAN +-117.86,33.8,35.0,1683.0,347.0,1242.0,335.0,3.5172,190400.0,<1H OCEAN +-117.86,33.79,42.0,1024.0,191.0,483.0,187.0,4.105,194500.0,<1H OCEAN +-117.87,33.79,25.0,2546.0,545.0,1543.0,521.0,4.192,219900.0,<1H OCEAN +-117.88,33.79,32.0,1484.0,295.0,928.0,295.0,5.1418,190300.0,<1H OCEAN +-117.89,33.78,16.0,6352.0,1747.0,5085.0,1649.0,2.8835,193800.0,<1H OCEAN +-117.9,33.78,25.0,10336.0,2596.0,7111.0,2419.0,3.3627,197900.0,<1H OCEAN +-117.85,33.84,26.0,2095.0,280.0,793.0,261.0,6.6719,271700.0,<1H OCEAN +-117.86,33.84,19.0,1725.0,392.0,920.0,400.0,3.0087,159400.0,<1H OCEAN +-117.85,33.84,17.0,2830.0,502.0,1370.0,459.0,5.1785,247300.0,<1H OCEAN +-117.85,33.83,26.0,1904.0,292.0,945.0,303.0,5.6784,232400.0,<1H OCEAN +-117.86,33.83,23.0,2377.0,403.0,1101.0,408.0,5.3439,227100.0,<1H OCEAN +-117.84,33.84,23.0,4388.0,864.0,2526.0,846.0,4.5217,219400.0,<1H OCEAN +-117.86,33.8,34.0,1793.0,480.0,1722.0,441.0,2.8235,153100.0,<1H OCEAN +-117.85,33.81,26.0,4186.0,767.0,2447.0,777.0,4.9917,248100.0,<1H OCEAN +-117.85,33.81,32.0,1766.0,322.0,876.0,330.0,4.0417,234500.0,<1H OCEAN +-117.85,33.8,34.0,1593.0,283.0,872.0,255.0,3.825,216700.0,<1H OCEAN +-117.85,33.8,40.0,1461.0,286.0,1322.0,264.0,4.3269,194100.0,<1H OCEAN +-117.84,33.81,26.0,5574.0,1025.0,2607.0,988.0,4.0324,244900.0,<1H OCEAN +-117.84,33.8,35.0,1490.0,251.0,629.0,257.0,4.3661,222100.0,<1H OCEAN +-117.84,33.8,34.0,2004.0,331.0,843.0,328.0,3.59,230600.0,<1H OCEAN +-117.86,33.82,9.0,1682.0,291.0,1015.0,271.0,6.6603,230900.0,<1H OCEAN +-117.84,33.82,24.0,10281.0,1689.0,4926.0,1629.0,4.7946,251200.0,<1H OCEAN +-117.84,33.84,23.0,6157.0,1129.0,2817.0,1073.0,5.0629,232600.0,<1H OCEAN +-117.89,33.84,35.0,3315.0,744.0,2425.0,687.0,3.5521,182800.0,<1H OCEAN +-117.89,33.83,35.0,2984.0,446.0,1435.0,455.0,5.6276,200800.0,<1H OCEAN +-117.9,33.83,33.0,3065.0,611.0,2204.0,606.0,3.8456,211800.0,<1H OCEAN +-117.89,33.82,21.0,1591.0,298.0,904.0,297.0,4.8906,179100.0,<1H OCEAN +-117.89,33.8,38.0,51.0,12.0,41.0,10.0,6.0224,187500.0,<1H OCEAN +-117.89,33.82,24.0,1268.0,210.0,700.0,224.0,5.0605,216200.0,<1H OCEAN +-117.89,33.82,18.0,3197.0,809.0,1894.0,726.0,3.6761,140500.0,<1H OCEAN +-117.87,33.81,15.0,3082.0,536.0,1268.0,531.0,3.7604,280100.0,<1H OCEAN +-117.87,33.84,10.0,3381.0,729.0,1584.0,636.0,5.3812,235400.0,<1H OCEAN +-117.88,33.84,26.0,1499.0,290.0,755.0,277.0,3.5893,238500.0,<1H OCEAN +-117.88,33.84,31.0,3301.0,712.0,1532.0,682.0,3.7303,223800.0,<1H OCEAN +-117.87,33.83,27.0,2287.0,,1140.0,351.0,5.6163,231000.0,<1H OCEAN +-117.88,33.83,22.0,3522.0,543.0,1706.0,524.0,6.4685,241200.0,<1H OCEAN +-117.88,33.83,25.0,1785.0,248.0,750.0,251.0,6.8407,266700.0,<1H OCEAN +-117.88,33.82,17.0,2247.0,705.0,1382.0,618.0,3.8631,225000.0,<1H OCEAN +-117.88,33.82,26.0,1783.0,298.0,1048.0,306.0,6.0488,232000.0,<1H OCEAN +-117.87,33.82,26.0,2435.0,346.0,1088.0,350.0,5.9397,249400.0,<1H OCEAN +-117.88,33.85,26.0,3924.0,781.0,2332.0,725.0,3.7772,223900.0,<1H OCEAN +-117.88,33.85,34.0,1127.0,185.0,588.0,181.0,4.375,224700.0,<1H OCEAN +-117.88,33.84,34.0,1410.0,214.0,837.0,240.0,6.1168,213900.0,<1H OCEAN +-117.88,33.84,33.0,1526.0,237.0,906.0,245.0,5.1782,225000.0,<1H OCEAN +-117.9,33.85,31.0,3413.0,764.0,2326.0,728.0,4.325,187100.0,<1H OCEAN +-117.9,33.85,35.0,1756.0,328.0,1026.0,332.0,3.6,193500.0,<1H OCEAN +-117.89,33.85,18.0,2036.0,414.0,1292.0,380.0,3.875,273000.0,<1H OCEAN +-117.9,33.85,32.0,1605.0,314.0,986.0,306.0,3.3375,186200.0,<1H OCEAN +-117.89,33.85,13.0,1583.0,474.0,1672.0,432.0,3.2303,201300.0,<1H OCEAN +-117.9,33.84,31.0,2043.0,468.0,1524.0,454.0,3.5329,187400.0,<1H OCEAN +-117.89,33.84,33.0,1587.0,374.0,1159.0,331.0,2.8021,195100.0,<1H OCEAN +-117.88,33.85,25.0,1234.0,351.0,507.0,285.0,2.3173,225000.0,<1H OCEAN +-117.88,33.84,25.0,1781.0,349.0,918.0,378.0,3.9286,262700.0,<1H OCEAN +-117.87,33.84,23.0,1678.0,369.0,912.0,347.0,4.5,237300.0,<1H OCEAN +-117.87,33.84,25.0,1928.0,414.0,961.0,385.0,4.0724,231400.0,<1H OCEAN +-117.87,33.84,16.0,1545.0,354.0,730.0,350.0,4.5112,139000.0,<1H OCEAN +-117.87,33.84,17.0,2395.0,410.0,1224.0,399.0,5.1182,249200.0,<1H OCEAN +-117.85,33.85,17.0,4678.0,1065.0,2427.0,1020.0,4.2276,254100.0,<1H OCEAN +-117.86,33.85,17.0,1131.0,236.0,622.0,244.0,4.9306,158500.0,<1H OCEAN +-117.92,33.85,38.0,2082.0,532.0,1592.0,510.0,2.3704,166100.0,<1H OCEAN +-117.92,33.84,45.0,2019.0,394.0,1549.0,377.0,4.6111,223000.0,<1H OCEAN +-117.92,33.85,44.0,1231.0,258.0,682.0,244.0,3.2344,170100.0,<1H OCEAN +-117.91,33.85,35.0,932.0,258.0,1147.0,267.0,2.7014,156700.0,<1H OCEAN +-117.91,33.84,35.0,1244.0,324.0,1603.0,322.0,2.9583,175400.0,<1H OCEAN +-117.91,33.85,22.0,1178.0,289.0,865.0,294.0,3.025,180000.0,<1H OCEAN +-117.91,33.84,29.0,1570.0,482.0,1849.0,430.0,2.6563,162500.0,<1H OCEAN +-117.93,33.85,27.0,1962.0,544.0,1492.0,481.0,1.9621,118100.0,<1H OCEAN +-117.94,33.85,26.0,1888.0,429.0,1550.0,458.0,3.3393,168600.0,<1H OCEAN +-117.93,33.85,33.0,2489.0,546.0,1857.0,444.0,2.9474,178400.0,<1H OCEAN +-117.93,33.85,31.0,2149.0,465.0,966.0,302.0,3.875,183900.0,<1H OCEAN +-117.93,33.85,25.0,1026.0,288.0,1646.0,283.0,4.2019,163900.0,<1H OCEAN +-117.93,33.85,36.0,2147.0,416.0,1011.0,392.0,3.2188,196900.0,<1H OCEAN +-117.94,33.85,37.0,588.0,121.0,436.0,104.0,4.275,186200.0,<1H OCEAN +-117.93,33.84,23.0,2870.0,653.0,1680.0,598.0,3.2301,189900.0,<1H OCEAN +-117.95,33.85,13.0,6963.0,1426.0,3892.0,1375.0,4.1325,203500.0,<1H OCEAN +-117.96,33.85,35.0,1175.0,191.0,568.0,186.0,4.125,189200.0,<1H OCEAN +-117.97,33.85,30.0,2513.0,476.0,1611.0,472.0,4.0061,182900.0,<1H OCEAN +-117.96,33.85,36.0,1951.0,365.0,1254.0,358.0,4.8438,185700.0,<1H OCEAN +-117.95,33.84,32.0,1378.0,492.0,1202.0,448.0,3.4028,183700.0,<1H OCEAN +-117.95,33.84,19.0,1749.0,406.0,969.0,391.0,3.75,173400.0,<1H OCEAN +-117.95,33.84,34.0,1229.0,215.0,1035.0,218.0,3.5455,180000.0,<1H OCEAN +-117.94,33.84,25.0,4016.0,831.0,2166.0,774.0,3.1884,135400.0,<1H OCEAN +-117.94,33.84,28.0,604.0,207.0,615.0,212.0,3.6214,182100.0,<1H OCEAN +-117.98,33.85,23.0,2089.0,377.0,1085.0,362.0,4.765,181500.0,<1H OCEAN +-117.98,33.84,33.0,2291.0,439.0,1187.0,405.0,3.9539,191100.0,<1H OCEAN +-117.98,33.84,35.0,984.0,179.0,661.0,199.0,5.0747,189600.0,<1H OCEAN +-117.97,33.85,45.0,818.0,147.0,546.0,152.0,5.1057,170700.0,<1H OCEAN +-117.96,33.84,31.0,2265.0,537.0,1617.0,507.0,3.4583,186300.0,<1H OCEAN +-117.97,33.84,34.0,874.0,153.0,549.0,153.0,4.8667,186800.0,<1H OCEAN +-117.97,33.84,35.0,793.0,128.0,589.0,137.0,5.25,190200.0,<1H OCEAN +-117.97,33.84,25.0,2471.0,518.0,1539.0,500.0,4.2679,191700.0,<1H OCEAN +-117.97,33.84,18.0,1063.0,209.0,462.0,223.0,2.8348,219000.0,<1H OCEAN +-117.99,33.84,31.0,2982.0,547.0,1895.0,570.0,4.9115,255500.0,<1H OCEAN +-117.97,33.83,16.0,2035.0,564.0,1118.0,503.0,3.2546,187500.0,<1H OCEAN +-117.98,33.84,31.0,1252.0,225.0,714.0,226.0,4.6042,220700.0,<1H OCEAN +-117.98,33.83,17.0,3506.0,992.0,2104.0,893.0,3.3006,185800.0,<1H OCEAN +-118.0,33.82,21.0,2253.0,580.0,1536.0,500.0,3.2326,204700.0,<1H OCEAN +-118.01,33.82,31.0,1960.0,380.0,1356.0,356.0,4.0625,225900.0,<1H OCEAN +-118.01,33.83,24.0,4639.0,1374.0,3093.0,1257.0,2.5577,202300.0,<1H OCEAN +-118.01,33.83,23.0,1086.0,268.0,825.0,250.0,2.4609,219600.0,<1H OCEAN +-118.0,33.83,26.0,1718.0,385.0,1022.0,368.0,3.9333,196100.0,<1H OCEAN +-118.0,33.83,24.0,2578.0,580.0,1217.0,529.0,2.2401,212500.0,<1H OCEAN +-118.0,33.82,18.0,2947.0,559.0,1820.0,551.0,4.5294,224800.0,<1H OCEAN +-117.99,33.83,25.0,3434.0,835.0,1749.0,657.0,3.2539,199000.0,<1H OCEAN +-117.99,33.82,19.0,1991.0,528.0,1202.0,460.0,3.1538,252100.0,<1H OCEAN +-117.99,33.83,35.0,1484.0,252.0,916.0,248.0,5.2657,191400.0,<1H OCEAN +-117.99,33.82,33.0,2342.0,475.0,1367.0,509.0,4.1167,215500.0,<1H OCEAN +-117.98,33.83,17.0,3419.0,932.0,2460.0,766.0,3.2823,228500.0,<1H OCEAN +-117.98,33.82,34.0,1038.0,175.0,578.0,174.0,4.9219,200000.0,<1H OCEAN +-117.98,33.82,34.0,1290.0,220.0,867.0,241.0,5.5486,218100.0,<1H OCEAN +-117.98,33.83,32.0,1133.0,166.0,523.0,187.0,6.213,230800.0,<1H OCEAN +-117.97,33.83,22.0,3310.0,688.0,1807.0,674.0,4.0185,200900.0,<1H OCEAN +-117.97,33.82,26.0,2335.0,504.0,1121.0,502.0,2.9891,205200.0,<1H OCEAN +-117.97,33.82,26.0,4013.0,985.0,2442.0,922.0,3.7655,197700.0,<1H OCEAN +-117.96,33.83,30.0,2838.0,649.0,1758.0,593.0,3.3831,197400.0,<1H OCEAN +-117.96,33.83,18.0,2067.0,770.0,870.0,541.0,3.1315,137500.0,<1H OCEAN +-117.96,33.83,29.0,1194.0,176.0,474.0,170.0,6.1001,298900.0,<1H OCEAN +-117.95,33.84,18.0,3418.0,815.0,1961.0,773.0,3.65,171400.0,<1H OCEAN +-117.94,33.83,20.0,812.0,192.0,494.0,172.0,3.25,350000.0,<1H OCEAN +-117.95,33.83,31.0,2421.0,389.0,1348.0,413.0,4.9394,217800.0,<1H OCEAN +-117.94,33.82,34.0,1347.0,212.0,676.0,201.0,3.8828,215400.0,<1H OCEAN +-117.94,33.82,27.0,1366.0,326.0,878.0,325.0,3.4,196900.0,<1H OCEAN +-117.95,33.82,29.0,2929.0,640.0,1618.0,584.0,3.6875,213200.0,<1H OCEAN +-117.95,33.83,35.0,1107.0,207.0,641.0,210.0,5.0599,216700.0,<1H OCEAN +-117.96,33.83,34.0,982.0,148.0,498.0,156.0,6.3214,220800.0,<1H OCEAN +-117.95,33.83,36.0,1380.0,237.0,690.0,234.0,3.8214,210900.0,<1H OCEAN +-117.93,33.83,32.0,1792.0,411.0,1131.0,381.0,2.4942,186300.0,<1H OCEAN +-117.92,33.82,36.0,2360.0,405.0,1479.0,386.0,4.3583,187200.0,<1H OCEAN +-117.94,33.82,29.0,1422.0,409.0,1057.0,390.0,2.3347,208100.0,<1H OCEAN +-117.94,33.82,24.0,4735.0,955.0,2600.0,868.0,5.0764,228600.0,<1H OCEAN +-117.93,33.82,28.0,2444.0,555.0,1848.0,567.0,3.0179,198800.0,<1H OCEAN +-117.92,33.84,38.0,1316.0,263.0,671.0,278.0,3.2969,220000.0,<1H OCEAN +-117.92,33.83,6.0,3136.0,990.0,1894.0,859.0,2.5564,171300.0,<1H OCEAN +-117.93,33.83,30.0,1561.0,381.0,1104.0,391.0,3.375,201900.0,<1H OCEAN +-117.93,33.84,34.0,2160.0,298.0,852.0,305.0,6.0531,287100.0,<1H OCEAN +-117.93,33.84,26.0,2811.0,612.0,1374.0,566.0,3.475,282500.0,<1H OCEAN +-117.91,33.84,26.0,1156.0,393.0,1880.0,400.0,2.2716,350000.0,<1H OCEAN +-117.9,33.83,23.0,2459.0,689.0,2720.0,598.0,2.8072,164700.0,<1H OCEAN +-117.91,33.83,9.0,1160.0,368.0,735.0,325.0,1.119,175000.0,<1H OCEAN +-117.92,33.83,17.0,382.0,86.0,272.0,81.0,1.425,212500.0,<1H OCEAN +-117.91,33.84,16.0,919.0,253.0,912.0,249.0,1.5903,165400.0,<1H OCEAN +-117.91,33.84,25.0,1021.0,252.0,975.0,258.0,3.125,168100.0,<1H OCEAN +-117.91,33.83,47.0,504.0,113.0,375.0,109.0,3.6607,160600.0,<1H OCEAN +-117.91,33.83,37.0,1039.0,260.0,719.0,243.0,3.0288,161400.0,<1H OCEAN +-117.92,33.83,36.0,1072.0,193.0,639.0,196.0,5.0275,179300.0,<1H OCEAN +-117.92,33.83,52.0,1514.0,301.0,855.0,293.0,3.6042,166400.0,<1H OCEAN +-117.91,33.83,32.0,1855.0,527.0,2568.0,504.0,2.5509,170800.0,<1H OCEAN +-117.9,33.82,32.0,1187.0,302.0,1003.0,275.0,2.4931,166900.0,<1H OCEAN +-117.92,33.82,10.0,1548.0,506.0,1535.0,424.0,4.5057,152400.0,<1H OCEAN +-117.91,33.82,32.0,2696.0,640.0,2330.0,626.0,2.9479,184600.0,<1H OCEAN +-117.91,33.82,29.0,1444.0,326.0,1038.0,271.0,2.3843,182900.0,<1H OCEAN +-117.91,33.81,18.0,1181.0,353.0,781.0,340.0,2.5625,153100.0,<1H OCEAN +-117.91,33.82,32.0,1408.0,307.0,1331.0,284.0,3.7014,179600.0,<1H OCEAN +-117.93,33.81,18.0,3291.0,587.0,1640.0,563.0,4.8981,166300.0,<1H OCEAN +-117.92,33.81,34.0,988.0,173.0,759.0,184.0,5.6047,205100.0,<1H OCEAN +-117.93,33.8,34.0,3903.0,717.0,2054.0,716.0,4.2731,218000.0,<1H OCEAN +-117.92,33.8,17.0,1317.0,256.0,679.0,272.0,4.6696,159500.0,<1H OCEAN +-117.9,33.8,21.0,1342.0,326.0,748.0,335.0,2.9231,45000.0,<1H OCEAN +-117.9,33.8,22.0,2964.0,829.0,2639.0,771.0,2.4833,157500.0,<1H OCEAN +-117.9,33.8,23.0,1368.0,397.0,1940.0,358.0,3.0789,350000.0,<1H OCEAN +-117.9,33.8,27.0,2176.0,442.0,1440.0,418.0,4.375,212500.0,<1H OCEAN +-117.94,33.81,33.0,1891.0,334.0,932.0,343.0,4.2759,238000.0,<1H OCEAN +-117.94,33.81,25.0,1731.0,482.0,1127.0,455.0,3.256,214300.0,<1H OCEAN +-117.94,33.81,34.0,1290.0,203.0,664.0,204.0,5.8461,227400.0,<1H OCEAN +-117.94,33.81,26.0,1589.0,259.0,735.0,315.0,4.5714,243200.0,<1H OCEAN +-117.94,33.8,28.0,2914.0,489.0,1500.0,499.0,4.9429,254800.0,<1H OCEAN +-117.94,33.81,24.0,4602.0,1131.0,3003.0,1014.0,3.6771,172200.0,<1H OCEAN +-117.93,33.8,29.0,1672.0,267.0,891.0,281.0,4.8611,231900.0,<1H OCEAN +-117.95,33.82,35.0,1068.0,190.0,514.0,174.0,4.0735,208700.0,<1H OCEAN +-117.95,33.82,35.0,1117.0,181.0,496.0,168.0,4.3269,224700.0,<1H OCEAN +-117.96,33.82,32.0,2856.0,622.0,1499.0,601.0,3.63,183400.0,<1H OCEAN +-117.96,33.82,32.0,2726.0,556.0,1513.0,531.0,3.7917,197400.0,<1H OCEAN +-117.96,33.8,30.0,729.0,131.0,488.0,139.0,4.7667,195200.0,<1H OCEAN +-117.96,33.81,35.0,1153.0,192.0,884.0,208.0,5.2384,177400.0,<1H OCEAN +-117.96,33.81,34.0,1416.0,277.0,980.0,284.0,4.7772,182500.0,<1H OCEAN +-117.96,33.81,35.0,1996.0,326.0,1409.0,330.0,4.7738,180000.0,<1H OCEAN +-117.96,33.82,29.0,2176.0,468.0,1632.0,428.0,3.707,180400.0,<1H OCEAN +-117.96,33.82,19.0,1199.0,251.0,730.0,276.0,3.6422,209400.0,<1H OCEAN +-117.95,33.81,33.0,1724.0,291.0,943.0,285.0,5.118,195200.0,<1H OCEAN +-117.96,33.81,34.0,1941.0,356.0,1021.0,339.0,4.4663,183900.0,<1H OCEAN +-117.95,33.81,24.0,2749.0,498.0,1367.0,460.0,4.025,240700.0,<1H OCEAN +-118.0,33.81,33.0,2970.0,547.0,1869.0,539.0,4.3636,201800.0,<1H OCEAN +-118.0,33.81,22.0,2642.0,640.0,1702.0,588.0,3.5268,174700.0,<1H OCEAN +-118.01,33.81,25.0,1831.0,345.0,809.0,339.0,4.5179,177100.0,<1H OCEAN +-118.0,33.82,24.0,3002.0,644.0,1495.0,634.0,3.1087,202800.0,<1H OCEAN +-118.0,33.81,13.0,2782.0,605.0,1749.0,628.0,4.1276,153800.0,<1H OCEAN +-118.0,33.81,17.0,2142.0,436.0,946.0,412.0,3.7059,146300.0,<1H OCEAN +-117.99,33.8,18.0,383.0,94.0,487.0,98.0,3.975,162500.0,<1H OCEAN +-118.0,33.81,17.0,1530.0,404.0,883.0,344.0,2.8835,196500.0,<1H OCEAN +-117.99,33.82,21.0,2281.0,557.0,1510.0,460.0,2.8625,189600.0,<1H OCEAN +-117.99,33.81,23.0,3284.0,795.0,3257.0,758.0,2.4526,182900.0,<1H OCEAN +-117.99,33.81,42.0,161.0,40.0,157.0,50.0,2.2,153100.0,<1H OCEAN +-117.99,33.81,46.0,38.0,8.0,66.0,14.0,4.1667,162500.0,<1H OCEAN +-117.98,33.81,28.0,3528.0,816.0,2304.0,764.0,2.582,181800.0,<1H OCEAN +-117.98,33.81,18.0,3751.0,878.0,2281.0,815.0,3.7201,183100.0,<1H OCEAN +-117.98,33.81,35.0,897.0,156.0,479.0,161.0,5.152,215600.0,<1H OCEAN +-117.97,33.81,26.0,4022.0,1081.0,2457.0,1001.0,2.8042,206300.0,<1H OCEAN +-117.97,33.81,30.0,2406.0,462.0,1753.0,456.0,4.485,180600.0,<1H OCEAN +-117.99,33.8,25.0,3179.0,639.0,2526.0,623.0,3.3281,180800.0,<1H OCEAN +-117.99,33.79,33.0,2064.0,324.0,1384.0,315.0,4.5263,169000.0,<1H OCEAN +-117.99,33.79,29.0,2470.0,560.0,1589.0,513.0,3.1801,190500.0,<1H OCEAN +-117.99,33.79,35.0,2301.0,467.0,2272.0,454.0,3.9566,167800.0,<1H OCEAN +-117.98,33.8,35.0,2114.0,341.0,1077.0,343.0,5.4876,227500.0,<1H OCEAN +-117.98,33.79,35.0,2356.0,478.0,1659.0,480.0,4.1115,179700.0,<1H OCEAN +-117.98,33.8,32.0,2161.0,432.0,1503.0,402.0,4.3036,191400.0,<1H OCEAN +-117.97,33.8,35.0,2985.0,474.0,1614.0,453.0,5.4631,225600.0,<1H OCEAN +-117.97,33.79,33.0,3268.0,641.0,1704.0,591.0,3.6849,211400.0,<1H OCEAN +-118.0,33.79,18.0,3679.0,694.0,1820.0,652.0,3.6531,143500.0,<1H OCEAN +-117.99,33.78,15.0,4273.0,993.0,2300.0,946.0,3.5313,213000.0,<1H OCEAN +-117.99,33.79,21.0,2695.0,707.0,1888.0,683.0,3.2857,213300.0,<1H OCEAN +-117.98,33.78,31.0,2825.0,546.0,1908.0,563.0,3.9798,187500.0,<1H OCEAN +-117.97,33.79,34.0,2456.0,410.0,1289.0,442.0,4.1818,224200.0,<1H OCEAN +-117.99,33.78,19.0,7399.0,1698.0,3554.0,1593.0,3.1049,173900.0,<1H OCEAN +-117.97,33.78,35.0,3148.0,597.0,2110.0,587.0,3.9479,203800.0,<1H OCEAN +-117.98,33.78,22.0,4255.0,971.0,2901.0,920.0,3.2636,180200.0,<1H OCEAN +-117.96,33.8,33.0,1984.0,420.0,1119.0,387.0,3.4821,231300.0,<1H OCEAN +-117.96,33.79,36.0,2398.0,403.0,1261.0,402.0,5.2816,221800.0,<1H OCEAN +-117.96,33.8,35.0,1493.0,267.0,811.0,272.0,5.244,218000.0,<1H OCEAN +-117.96,33.8,33.0,2362.0,394.0,1185.0,387.0,4.425,188400.0,<1H OCEAN +-117.95,33.79,34.0,2584.0,408.0,1233.0,405.0,5.6935,218300.0,<1H OCEAN +-117.95,33.78,26.0,4115.0,883.0,2184.0,825.0,3.9536,191000.0,<1H OCEAN +-117.96,33.79,29.0,1813.0,501.0,1170.0,482.0,2.0677,214500.0,<1H OCEAN +-117.96,33.78,35.0,1330.0,201.0,658.0,217.0,6.37,229200.0,<1H OCEAN +-117.94,33.8,23.0,2757.0,734.0,1811.0,707.0,2.8,214300.0,<1H OCEAN +-117.95,33.79,34.0,2912.0,520.0,1625.0,501.0,4.4667,190600.0,<1H OCEAN +-117.95,33.8,34.0,1654.0,285.0,905.0,292.0,4.6389,214600.0,<1H OCEAN +-117.95,33.8,32.0,1219.0,192.0,634.0,197.0,5.237,215700.0,<1H OCEAN +-117.94,33.79,24.0,4179.0,784.0,1902.0,733.0,4.7986,236500.0,<1H OCEAN +-117.93,33.78,36.0,2169.0,359.0,1018.0,370.0,4.3906,231300.0,<1H OCEAN +-117.94,33.78,34.0,2627.0,468.0,1409.0,450.0,4.7731,199200.0,<1H OCEAN +-117.93,33.79,36.0,2363.0,403.0,1240.0,391.0,4.0909,190800.0,<1H OCEAN +-117.93,33.79,34.0,3592.0,616.0,2138.0,605.0,5.2129,193400.0,<1H OCEAN +-117.92,33.79,35.0,1785.0,288.0,1033.0,297.0,4.5739,190500.0,<1H OCEAN +-117.92,33.79,29.0,3692.0,969.0,2683.0,881.0,3.1726,198700.0,<1H OCEAN +-117.92,33.79,26.0,2737.0,614.0,1877.0,606.0,2.8622,184300.0,<1H OCEAN +-117.91,33.79,22.0,4417.0,1054.0,2759.0,983.0,4.25,170300.0,<1H OCEAN +-117.91,33.78,33.0,2729.0,549.0,2223.0,535.0,4.0362,177900.0,<1H OCEAN +-117.93,33.78,28.0,4380.0,820.0,2187.0,835.0,3.9018,182300.0,<1H OCEAN +-117.92,33.77,28.0,3614.0,960.0,3282.0,889.0,3.522,190300.0,<1H OCEAN +-117.91,33.78,26.0,4297.0,1037.0,3596.0,967.0,3.045,184000.0,<1H OCEAN +-117.92,33.78,35.0,1654.0,323.0,1065.0,354.0,3.4837,186500.0,<1H OCEAN +-117.95,33.78,9.0,3553.0,1035.0,2017.0,986.0,2.9726,133800.0,<1H OCEAN +-117.94,33.77,32.0,714.0,142.0,654.0,154.0,4.5052,170800.0,<1H OCEAN +-117.94,33.77,33.0,2964.0,747.0,2235.0,718.0,3.2591,175900.0,<1H OCEAN +-117.94,33.78,11.0,2880.0,745.0,1806.0,722.0,3.8056,171100.0,<1H OCEAN +-117.94,33.78,40.0,299.0,68.0,163.0,70.0,3.0125,166100.0,<1H OCEAN +-117.93,33.77,36.0,3157.0,582.0,1842.0,561.0,4.5833,190700.0,<1H OCEAN +-117.96,33.78,26.0,2136.0,557.0,1528.0,537.0,2.4931,236100.0,<1H OCEAN +-117.95,33.78,32.0,2296.0,560.0,1376.0,532.0,3.7303,188500.0,<1H OCEAN +-117.96,33.78,33.0,1520.0,,658.0,242.0,4.875,269300.0,<1H OCEAN +-117.95,33.77,38.0,1476.0,308.0,1114.0,309.0,4.1917,181800.0,<1H OCEAN +-117.95,33.77,38.0,989.0,246.0,691.0,204.0,3.2632,180900.0,<1H OCEAN +-117.96,33.77,32.0,4398.0,905.0,2777.0,884.0,4.1321,222800.0,<1H OCEAN +-117.97,33.77,20.0,1988.0,424.0,1277.0,425.0,2.9414,162200.0,<1H OCEAN +-117.97,33.77,25.0,1295.0,417.0,856.0,342.0,2.7157,350000.0,<1H OCEAN +-117.97,33.77,22.0,2244.0,575.0,1543.0,533.0,2.6618,179600.0,<1H OCEAN +-117.99,33.77,15.0,2081.0,531.0,1617.0,561.0,3.4955,160900.0,<1H OCEAN +-117.98,33.77,7.0,2252.0,570.0,1576.0,550.0,3.6333,169800.0,<1H OCEAN +-117.97,33.76,18.0,1862.0,399.0,1301.0,369.0,3.1771,194000.0,<1H OCEAN +-117.98,33.77,22.0,3236.0,673.0,2034.0,662.0,4.0955,174200.0,<1H OCEAN +-117.98,33.76,29.0,1518.0,312.0,1086.0,317.0,4.32,196900.0,<1H OCEAN +-117.97,33.76,28.0,1386.0,272.0,901.0,294.0,4.7464,187500.0,<1H OCEAN +-117.96,33.76,24.0,1328.0,290.0,1012.0,306.0,4.2813,189500.0,<1H OCEAN +-117.96,33.76,22.0,2520.0,556.0,2126.0,527.0,3.7734,193900.0,<1H OCEAN +-117.96,33.75,14.0,2509.0,611.0,1814.0,547.0,2.7986,176100.0,<1H OCEAN +-117.95,33.76,29.0,1829.0,366.0,1703.0,343.0,4.1295,188000.0,<1H OCEAN +-117.94,33.76,27.0,2512.0,506.0,1861.0,511.0,4.2386,184200.0,<1H OCEAN +-117.94,33.76,33.0,1441.0,337.0,1233.0,331.0,3.7232,176200.0,<1H OCEAN +-117.95,33.76,24.0,3956.0,812.0,3196.0,795.0,4.3512,191400.0,<1H OCEAN +-117.94,33.75,30.0,5268.0,1093.0,4480.0,1050.0,4.015,186700.0,<1H OCEAN +-117.96,33.75,25.0,1323.0,208.0,852.0,229.0,4.6167,237300.0,<1H OCEAN +-117.96,33.75,22.0,2300.0,539.0,1625.0,542.0,2.78,196300.0,<1H OCEAN +-117.95,33.75,19.0,1983.0,283.0,1098.0,275.0,6.6355,276100.0,<1H OCEAN +-117.95,33.75,24.0,2027.0,358.0,1405.0,341.0,5.1416,231400.0,<1H OCEAN +-117.97,33.76,27.0,1712.0,325.0,1036.0,345.0,4.0508,183900.0,<1H OCEAN +-117.97,33.75,26.0,3361.0,722.0,2709.0,648.0,3.9107,190700.0,<1H OCEAN +-117.97,33.75,32.0,1564.0,270.0,973.0,290.0,3.75,190400.0,<1H OCEAN +-117.93,33.76,24.0,3202.0,703.0,3308.0,714.0,4.1577,174100.0,<1H OCEAN +-117.93,33.75,24.0,1380.0,339.0,1472.0,304.0,4.2219,162800.0,<1H OCEAN +-117.93,33.75,15.0,2448.0,602.0,1666.0,575.0,3.5967,141600.0,<1H OCEAN +-117.93,33.76,17.0,3341.0,803.0,3381.0,825.0,3.371,161800.0,<1H OCEAN +-117.93,33.76,21.0,2884.0,662.0,2613.0,645.0,4.05,177900.0,<1H OCEAN +-117.92,33.75,8.0,2325.0,598.0,1511.0,565.0,3.3629,137500.0,<1H OCEAN +-117.92,33.75,19.0,1920.0,471.0,1413.0,432.0,4.0313,147500.0,<1H OCEAN +-117.89,33.77,29.0,2577.0,445.0,1849.0,470.0,4.4732,194800.0,<1H OCEAN +-117.9,33.77,35.0,2002.0,378.0,1726.0,387.0,3.9613,182300.0,<1H OCEAN +-117.91,33.77,26.0,5556.0,1398.0,4545.0,1333.0,3.0902,190400.0,<1H OCEAN +-117.91,33.76,22.0,7531.0,1569.0,5254.0,1523.0,3.8506,167400.0,<1H OCEAN +-117.92,33.76,26.0,784.0,177.0,662.0,169.0,2.8438,174300.0,<1H OCEAN +-117.91,33.76,20.0,4413.0,,4818.0,1063.0,2.8594,215100.0,<1H OCEAN +-117.92,33.75,23.0,893.0,223.0,1149.0,216.0,2.6442,156300.0,<1H OCEAN +-117.92,33.75,32.0,790.0,199.0,1196.0,201.0,3.0625,142800.0,<1H OCEAN +-117.91,33.75,8.0,2346.0,679.0,3842.0,674.0,3.0635,160000.0,<1H OCEAN +-117.93,33.74,15.0,1206.0,282.0,677.0,270.0,3.9219,142600.0,<1H OCEAN +-117.93,33.74,30.0,1654.0,434.0,1843.0,467.0,3.1403,153000.0,<1H OCEAN +-117.93,33.74,5.0,639.0,197.0,666.0,197.0,3.3017,87500.0,<1H OCEAN +-117.92,33.74,13.0,4620.0,1265.0,3385.0,1109.0,3.1773,186500.0,<1H OCEAN +-117.92,33.74,18.0,1639.0,491.0,2513.0,458.0,2.1838,159700.0,<1H OCEAN +-117.91,33.74,15.0,715.0,214.0,1394.0,244.0,3.3846,162500.0,<1H OCEAN +-117.92,33.74,24.0,5321.0,1063.0,4011.0,1047.0,4.3882,189300.0,<1H OCEAN +-117.93,33.73,27.0,3662.0,834.0,3009.0,743.0,3.9816,179500.0,<1H OCEAN +-117.94,33.74,24.0,4248.0,840.0,3118.0,798.0,4.2222,207200.0,<1H OCEAN +-117.94,33.73,24.0,4197.0,718.0,2468.0,714.0,5.2563,211400.0,<1H OCEAN +-117.95,33.74,16.0,2768.0,600.0,1182.0,563.0,3.7162,201200.0,<1H OCEAN +-117.95,33.74,25.0,1393.0,243.0,976.0,245.0,5.4485,225200.0,<1H OCEAN +-117.95,33.74,21.0,3576.0,554.0,1846.0,538.0,5.9838,271900.0,<1H OCEAN +-117.98,33.7,17.0,1989.0,411.0,1401.0,453.0,4.1603,160500.0,<1H OCEAN +-117.98,33.71,24.0,2308.0,464.0,1101.0,407.0,4.4766,230000.0,<1H OCEAN +-117.99,33.71,19.0,1967.0,487.0,1251.0,404.0,3.6696,218800.0,<1H OCEAN +-117.98,33.71,26.0,1905.0,373.0,1098.0,368.0,4.8611,229600.0,<1H OCEAN +-117.96,33.68,26.0,1374.0,234.0,731.0,244.0,6.0905,224800.0,<1H OCEAN +-117.97,33.68,23.0,1722.0,316.0,865.0,309.0,4.6452,273800.0,<1H OCEAN +-117.96,33.68,25.0,2004.0,349.0,1085.0,343.0,4.7656,230700.0,<1H OCEAN +-117.96,33.68,18.0,2594.0,539.0,817.0,485.0,2.3674,219200.0,<1H OCEAN +-117.96,33.68,24.0,6517.0,1279.0,3441.0,1198.0,4.25,152100.0,<1H OCEAN +-117.97,33.68,26.0,3653.0,568.0,1930.0,585.0,5.7301,260900.0,<1H OCEAN +-117.95,33.69,26.0,1417.0,264.0,817.0,261.0,4.875,230400.0,<1H OCEAN +-117.95,33.68,26.0,2249.0,344.0,1311.0,373.0,5.0287,265000.0,<1H OCEAN +-117.95,33.68,27.0,1732.0,303.0,1115.0,308.0,5.5312,239200.0,<1H OCEAN +-117.95,33.68,19.0,1028.0,191.0,340.0,159.0,3.6364,252800.0,<1H OCEAN +-117.95,33.67,25.0,1611.0,383.0,554.0,327.0,3.0417,137300.0,<1H OCEAN +-117.95,33.67,25.0,1799.0,233.0,810.0,265.0,8.289,372400.0,<1H OCEAN +-117.95,33.66,26.0,1787.0,227.0,639.0,224.0,6.8226,329800.0,<1H OCEAN +-117.95,33.66,22.0,2785.0,441.0,1086.0,392.0,7.3719,337400.0,<1H OCEAN +-117.98,33.65,22.0,3335.0,754.0,1500.0,719.0,3.7315,197900.0,<1H OCEAN +-117.98,33.65,18.0,1027.0,206.0,436.0,180.0,4.2159,211300.0,<1H OCEAN +-117.98,33.65,22.0,3592.0,527.0,1598.0,523.0,6.5501,294900.0,<1H OCEAN +-117.98,33.64,20.0,1851.0,495.0,792.0,363.0,3.8187,137500.0,NEAR OCEAN +-117.97,33.74,16.0,1735.0,380.0,784.0,360.0,4.2566,139200.0,<1H OCEAN +-117.97,33.74,18.0,2814.0,539.0,1439.0,493.0,3.599,262000.0,<1H OCEAN +-117.97,33.73,27.0,2097.0,325.0,1217.0,331.0,5.7121,222500.0,<1H OCEAN +-117.97,33.73,26.0,1694.0,260.0,885.0,279.0,5.0875,224200.0,<1H OCEAN +-117.96,33.74,19.0,1783.0,415.0,1025.0,383.0,4.1484,230000.0,<1H OCEAN +-117.96,33.73,22.0,3479.0,455.0,1454.0,488.0,6.6324,347600.0,<1H OCEAN +-117.97,33.73,19.0,4154.0,560.0,2130.0,589.0,7.2845,301800.0,<1H OCEAN +-117.97,33.72,24.0,2991.0,500.0,1437.0,453.0,5.4286,273400.0,<1H OCEAN +-117.95,33.72,21.0,3107.0,483.0,1688.0,503.0,5.9582,288000.0,<1H OCEAN +-117.96,33.72,23.0,3929.0,559.0,1858.0,538.0,6.8645,318200.0,<1H OCEAN +-117.93,33.73,19.0,4021.0,557.0,1872.0,545.0,6.7919,295600.0,<1H OCEAN +-117.93,33.72,17.0,4461.0,585.0,2095.0,580.0,7.6709,319500.0,<1H OCEAN +-117.92,33.73,17.0,1692.0,293.0,934.0,280.0,4.4728,205800.0,<1H OCEAN +-117.92,33.73,14.0,5147.0,1182.0,3171.0,1126.0,3.9929,225800.0,<1H OCEAN +-117.92,33.72,17.0,3318.0,502.0,1520.0,498.0,5.5501,274200.0,<1H OCEAN +-117.96,33.71,19.0,4328.0,849.0,2243.0,808.0,5.5702,342600.0,<1H OCEAN +-117.95,33.71,16.0,6058.0,1715.0,3285.0,1495.0,3.4133,290900.0,<1H OCEAN +-117.96,33.71,19.0,1624.0,221.0,782.0,228.0,4.5962,304500.0,<1H OCEAN +-117.95,33.71,20.0,2781.0,407.0,1242.0,408.0,6.1092,306500.0,<1H OCEAN +-117.94,33.71,18.0,3695.0,602.0,1779.0,572.0,5.9449,276500.0,<1H OCEAN +-117.93,33.71,10.0,2775.0,717.0,1581.0,633.0,4.1366,158800.0,<1H OCEAN +-117.94,33.7,18.0,4827.0,718.0,2471.0,716.0,6.1181,284500.0,<1H OCEAN +-117.95,33.69,24.0,4269.0,618.0,1954.0,597.0,6.9261,284600.0,<1H OCEAN +-117.95,33.7,17.0,5781.0,924.0,2585.0,915.0,5.343,231900.0,<1H OCEAN +-117.98,33.69,22.0,3957.0,520.0,1774.0,527.0,7.0907,350200.0,<1H OCEAN +-117.97,33.69,21.0,4112.0,580.0,1886.0,581.0,6.799,292000.0,<1H OCEAN +-117.98,33.7,16.0,5127.0,631.0,2142.0,596.0,7.8195,390500.0,<1H OCEAN +-117.96,33.7,23.0,4417.0,740.0,1865.0,693.0,5.3428,279300.0,<1H OCEAN +-117.96,33.7,23.0,2622.0,445.0,1103.0,407.0,4.725,289600.0,<1H OCEAN +-117.96,33.69,20.0,3123.0,441.0,1319.0,432.0,6.091,290400.0,<1H OCEAN +-117.96,33.69,17.0,2500.0,343.0,1242.0,368.0,7.7313,316700.0,<1H OCEAN +-117.98,33.7,24.0,3451.0,504.0,1736.0,493.0,6.3749,278000.0,<1H OCEAN +-117.98,33.71,24.0,3430.0,548.0,1601.0,512.0,5.6825,264600.0,<1H OCEAN +-117.97,33.71,26.0,2553.0,405.0,1337.0,411.0,5.3737,252900.0,<1H OCEAN +-117.97,33.71,25.0,3273.0,478.0,1645.0,497.0,5.8195,286100.0,<1H OCEAN +-117.99,33.7,25.0,2017.0,357.0,1063.0,369.0,4.0345,229400.0,<1H OCEAN +-117.98,33.7,17.0,1997.0,340.0,952.0,341.0,4.4148,239200.0,<1H OCEAN +-117.99,33.69,17.0,3386.0,729.0,1715.0,666.0,3.7479,213000.0,<1H OCEAN +-117.98,33.69,16.0,2437.0,438.0,986.0,422.0,5.7117,247200.0,<1H OCEAN +-117.97,33.67,25.0,3906.0,660.0,1809.0,622.0,5.6765,265100.0,<1H OCEAN +-117.97,33.66,22.0,3914.0,600.0,1871.0,607.0,5.8541,281500.0,<1H OCEAN +-117.96,33.67,16.0,5143.0,652.0,2209.0,637.0,7.0173,382100.0,<1H OCEAN +-117.96,33.66,19.0,5925.0,744.0,2302.0,729.0,7.5699,333300.0,<1H OCEAN +-117.96,33.65,23.0,5379.0,684.0,1826.0,555.0,7.0151,350600.0,<1H OCEAN +-117.97,33.65,26.0,2379.0,336.0,988.0,346.0,5.3674,339300.0,<1H OCEAN +-117.97,33.63,25.0,2482.0,360.0,960.0,352.0,6.1572,344000.0,NEAR OCEAN +-117.96,33.65,24.0,4462.0,689.0,1943.0,712.0,5.7395,289800.0,<1H OCEAN +-117.96,33.65,21.0,2030.0,318.0,910.0,311.0,7.8453,343300.0,<1H OCEAN +-117.96,33.65,18.0,3603.0,879.0,1549.0,756.0,4.0229,363100.0,<1H OCEAN +-117.98,33.61,17.0,2054.0,291.0,836.0,288.0,6.8939,383900.0,NEAR OCEAN +-117.97,33.73,18.0,3698.0,574.0,2046.0,614.0,6.2984,269800.0,<1H OCEAN +-117.98,33.73,18.0,3833.0,,2192.0,996.0,3.4679,219700.0,<1H OCEAN +-117.98,33.72,24.0,2826.0,547.0,1738.0,546.0,6.0494,240400.0,<1H OCEAN +-117.98,33.72,28.0,3109.0,561.0,1891.0,562.0,5.2655,243100.0,<1H OCEAN +-117.98,33.67,7.0,5664.0,1174.0,2493.0,1101.0,5.8252,264700.0,<1H OCEAN +-117.98,33.66,26.0,3527.0,547.0,1615.0,542.0,6.1624,279400.0,<1H OCEAN +-117.97,33.67,17.0,4466.0,640.0,2166.0,666.0,6.979,330700.0,<1H OCEAN +-117.97,33.66,14.0,6090.0,1338.0,1974.0,1248.0,2.8061,180300.0,<1H OCEAN +-117.98,33.68,14.0,3396.0,477.0,1542.0,472.0,7.3982,369100.0,<1H OCEAN +-117.98,33.68,24.0,4177.0,,1704.0,606.0,6.2473,281900.0,<1H OCEAN +-117.98,33.68,17.0,2603.0,373.0,1265.0,382.0,6.8039,332900.0,<1H OCEAN +-117.97,33.68,16.0,4508.0,598.0,2221.0,623.0,7.3731,390800.0,<1H OCEAN +-117.97,33.68,26.0,1616.0,292.0,700.0,241.0,5.5105,232100.0,<1H OCEAN +-118.01,33.67,13.0,2902.0,536.0,1125.0,490.0,5.888,447700.0,NEAR OCEAN +-118.01,33.67,16.0,3581.0,780.0,1644.0,774.0,5.041,397600.0,NEAR OCEAN +-118.01,33.66,19.0,4559.0,1045.0,1949.0,910.0,4.355,429200.0,NEAR OCEAN +-118.0,33.66,25.0,4041.0,903.0,1689.0,784.0,4.2289,442700.0,NEAR OCEAN +-118.02,33.65,38.0,2548.0,646.0,755.0,399.0,2.8352,408300.0,NEAR OCEAN +-117.99,33.68,13.0,4000.0,883.0,1999.0,881.0,4.7245,273600.0,<1H OCEAN +-117.99,33.68,18.0,2024.0,462.0,1047.0,451.0,3.5848,186900.0,<1H OCEAN +-117.99,33.67,15.0,3141.0,664.0,1729.0,633.0,4.2165,234600.0,<1H OCEAN +-117.99,33.68,14.0,3305.0,841.0,2272.0,769.0,3.4899,216700.0,<1H OCEAN +-117.99,33.67,19.0,3808.0,790.0,1776.0,756.0,4.625,282200.0,<1H OCEAN +-117.99,33.67,12.0,2228.0,479.0,1122.0,488.0,4.0385,350000.0,<1H OCEAN +-117.99,33.67,17.0,1692.0,427.0,903.0,423.0,3.5859,262500.0,<1H OCEAN +-118.0,33.66,16.0,2809.0,708.0,1260.0,638.0,3.2353,252900.0,NEAR OCEAN +-117.99,33.66,29.0,1330.0,293.0,613.0,236.0,4.6591,353100.0,<1H OCEAN +-117.99,33.66,14.0,3155.0,653.0,951.0,575.0,3.0625,268800.0,<1H OCEAN +-118.02,33.62,11.0,3969.0,834.0,1508.0,754.0,4.3409,271400.0,NEAR OCEAN +-118.05,33.65,5.0,7017.0,935.0,2427.0,867.0,10.1154,477700.0,NEAR OCEAN +-118.0,33.68,12.0,5241.0,985.0,2048.0,943.0,6.4858,285400.0,<1H OCEAN +-118.0,33.67,34.0,3712.0,667.0,1521.0,632.0,4.8125,387800.0,<1H OCEAN +-118.0,33.71,19.0,4808.0,1029.0,2422.0,971.0,4.0121,279700.0,<1H OCEAN +-117.99,33.71,18.0,1994.0,578.0,3031.0,577.0,2.7614,237500.0,<1H OCEAN +-117.99,33.71,17.0,1600.0,458.0,1803.0,432.0,2.7865,216700.0,<1H OCEAN +-118.02,33.71,23.0,5554.0,995.0,2408.0,936.0,5.3886,331900.0,<1H OCEAN +-118.02,33.7,23.0,5069.0,770.0,2473.0,769.0,6.3047,285700.0,<1H OCEAN +-118.02,33.72,22.0,8844.0,1706.0,4404.0,1594.0,4.4453,267800.0,<1H OCEAN +-118.01,33.73,23.0,4095.0,578.0,1766.0,589.0,6.7418,302500.0,<1H OCEAN +-118.02,33.73,24.0,6393.0,1141.0,2743.0,1057.0,5.1384,336900.0,<1H OCEAN +-118.03,33.72,24.0,5203.0,957.0,2465.0,946.0,5.163,261000.0,<1H OCEAN +-118.04,33.72,24.0,7141.0,1330.0,3418.0,1268.0,4.6649,237800.0,<1H OCEAN +-117.99,33.73,24.0,2104.0,421.0,1181.0,414.0,3.8365,250900.0,<1H OCEAN +-118.0,33.73,26.0,2236.0,280.0,809.0,282.0,6.7395,342800.0,<1H OCEAN +-117.99,33.73,20.0,3182.0,884.0,1770.0,817.0,3.1912,220800.0,<1H OCEAN +-117.99,33.72,26.0,1787.0,275.0,801.0,270.0,5.5514,255700.0,<1H OCEAN +-117.99,33.72,17.0,2801.0,649.0,1473.0,535.0,4.2875,134800.0,<1H OCEAN +-117.99,33.72,14.0,2127.0,537.0,1338.0,475.0,3.628,188500.0,<1H OCEAN +-118.01,33.71,18.0,6565.0,1357.0,3079.0,1248.0,4.7515,295600.0,<1H OCEAN +-118.01,33.7,24.0,3856.0,567.0,1741.0,588.0,7.248,302700.0,<1H OCEAN +-118.01,33.69,3.0,945.0,115.0,337.0,123.0,11.5199,500001.0,<1H OCEAN +-117.99,33.7,13.0,4013.0,903.0,1999.0,859.0,4.625,248800.0,<1H OCEAN +-117.99,33.69,16.0,1476.0,294.0,886.0,270.0,5.3259,216400.0,<1H OCEAN +-117.99,33.69,12.0,2480.0,858.0,1441.0,788.0,1.6705,350000.0,<1H OCEAN +-118.02,33.71,24.0,2598.0,443.0,1184.0,435.0,5.8623,287800.0,<1H OCEAN +-118.03,33.7,15.0,3244.0,421.0,1259.0,413.0,7.7854,395300.0,<1H OCEAN +-118.03,33.71,26.0,1483.0,251.0,738.0,235.0,6.0,271400.0,<1H OCEAN +-118.07,33.67,13.0,5126.0,711.0,2429.0,718.0,9.5268,437900.0,NEAR OCEAN +-118.04,33.72,14.0,4494.0,1048.0,2222.0,963.0,4.7821,169400.0,<1H OCEAN +-118.05,33.72,14.0,2673.0,687.0,1192.0,656.0,4.1862,188900.0,<1H OCEAN +-118.04,33.72,15.0,1836.0,490.0,942.0,477.0,4.0238,182500.0,<1H OCEAN +-118.09,33.7,13.0,4770.0,969.0,2261.0,972.0,5.883,295100.0,NEAR OCEAN +-118.04,33.71,12.0,4014.0,868.0,1605.0,769.0,6.0102,396900.0,<1H OCEAN +-118.09,33.75,32.0,6239.0,974.0,2615.0,950.0,6.6188,380000.0,NEAR OCEAN +-118.1,33.74,37.0,997.0,262.0,531.0,282.0,4.7773,400000.0,NEAR OCEAN +-118.11,33.75,15.0,2569.0,812.0,785.0,477.0,5.4011,346400.0,NEAR OCEAN +-118.11,33.74,43.0,1222.0,303.0,565.0,309.0,4.8482,500001.0,NEAR OCEAN +-118.09,33.74,44.0,1671.0,390.0,871.0,367.0,4.6369,422200.0,NEAR OCEAN +-118.11,33.75,24.0,1608.0,314.0,592.0,314.0,5.0926,390500.0,NEAR OCEAN +-118.1,33.74,33.0,2119.0,524.0,872.0,465.0,4.537,495500.0,NEAR OCEAN +-118.1,33.74,31.0,1310.0,342.0,563.0,310.0,4.6528,457100.0,NEAR OCEAN +-118.11,33.73,32.0,1258.0,333.0,645.0,334.0,5.0476,500001.0,NEAR OCEAN +-118.1,33.74,32.0,2035.0,,934.0,512.0,4.2287,500001.0,NEAR OCEAN +-118.07,33.72,24.0,1240.0,296.0,513.0,254.0,4.9044,485000.0,NEAR OCEAN +-118.07,33.72,32.0,1179.0,250.0,369.0,209.0,5.1824,500001.0,NEAR OCEAN +-118.09,33.71,19.0,1397.0,271.0,491.0,197.0,8.7397,500001.0,NEAR OCEAN +-118.06,33.72,17.0,4573.0,937.0,1619.0,796.0,5.7704,500001.0,NEAR OCEAN +-118.05,33.71,25.0,4150.0,570.0,1424.0,547.0,8.8281,461600.0,NEAR OCEAN +-118.06,33.72,22.0,4311.0,531.0,1426.0,533.0,9.8177,500001.0,NEAR OCEAN +-118.07,33.73,13.0,1822.0,313.0,643.0,303.0,9.8346,401700.0,NEAR OCEAN +-118.06,33.72,14.0,2665.0,331.0,964.0,319.0,15.0001,500001.0,NEAR OCEAN +-118.06,33.73,16.0,4392.0,602.0,1490.0,578.0,10.5424,500001.0,<1H OCEAN +-118.08,33.72,14.0,2021.0,396.0,696.0,367.0,7.1673,340700.0,NEAR OCEAN +-118.05,33.73,25.0,2472.0,450.0,1301.0,467.0,5.0699,266100.0,<1H OCEAN +-118.05,33.72,17.0,1875.0,472.0,900.0,406.0,5.2589,226100.0,<1H OCEAN +-118.05,33.72,22.0,5416.0,1271.0,2260.0,1184.0,3.8038,174500.0,<1H OCEAN +-118.09,33.77,26.0,1388.0,409.0,515.0,392.0,1.8015,62000.0,<1H OCEAN +-118.08,33.77,26.0,2461.0,562.0,971.0,544.0,2.1944,87500.0,<1H OCEAN +-118.08,33.77,26.0,2013.0,551.0,664.0,510.0,2.2708,67500.0,<1H OCEAN +-118.08,33.77,26.0,3083.0,806.0,960.0,723.0,1.9074,68500.0,<1H OCEAN +-118.08,33.76,25.0,1995.0,637.0,743.0,597.0,1.4617,46900.0,<1H OCEAN +-118.09,33.76,26.0,1625.0,440.0,533.0,414.0,1.808,58500.0,<1H OCEAN +-118.09,33.77,26.0,5359.0,1508.0,1829.0,1393.0,1.7675,61300.0,<1H OCEAN +-118.08,33.76,26.0,1967.0,577.0,692.0,538.0,1.6111,54300.0,<1H OCEAN +-118.08,33.76,26.0,996.0,364.0,366.0,313.0,1.2813,46700.0,<1H OCEAN +-118.08,33.76,27.0,529.0,159.0,193.0,155.0,2.0952,71300.0,<1H OCEAN +-118.09,33.77,27.0,2301.0,640.0,847.0,627.0,1.7208,67500.0,<1H OCEAN +-118.0,33.76,26.0,1876.0,455.0,1499.0,436.0,2.925,176000.0,<1H OCEAN +-118.01,33.75,30.0,3380.0,722.0,2269.0,652.0,4.525,186000.0,<1H OCEAN +-118.0,33.75,26.0,1382.0,387.0,1977.0,368.0,2.7589,137500.0,<1H OCEAN +-118.0,33.74,25.0,2767.0,346.0,1148.0,372.0,6.394,316700.0,<1H OCEAN +-118.02,33.76,27.0,2905.0,587.0,1781.0,561.0,4.25,214800.0,<1H OCEAN +-118.02,33.75,26.0,2989.0,479.0,1596.0,475.0,5.7157,231200.0,<1H OCEAN +-118.03,33.76,25.0,4650.0,849.0,2503.0,790.0,5.742,221900.0,<1H OCEAN +-118.04,33.76,16.0,2070.0,263.0,878.0,297.0,7.0879,338800.0,<1H OCEAN +-118.04,33.75,16.0,3757.0,650.0,1291.0,614.0,5.2001,235600.0,<1H OCEAN +-118.04,33.74,26.0,2532.0,421.0,1274.0,441.0,5.3559,235800.0,<1H OCEAN +-118.02,33.74,26.0,3842.0,609.0,1961.0,595.0,6.128,248200.0,<1H OCEAN +-118.02,33.73,26.0,3711.0,610.0,1902.0,597.0,5.5599,234100.0,<1H OCEAN +-118.01,33.74,25.0,8110.0,1264.0,3613.0,1232.0,6.0609,264900.0,<1H OCEAN +-117.98,33.75,24.0,3865.0,802.0,2670.0,772.0,3.8158,180000.0,<1H OCEAN +-117.98,33.75,37.0,1264.0,274.0,783.0,273.0,3.3438,199600.0,<1H OCEAN +-117.99,33.75,30.0,1859.0,462.0,1314.0,418.0,3.0909,184400.0,<1H OCEAN +-117.98,33.74,29.0,3443.0,635.0,2257.0,620.0,4.7404,207500.0,<1H OCEAN +-117.99,33.74,26.0,4065.0,741.0,1960.0,739.0,4.506,240000.0,<1H OCEAN +-117.98,33.74,16.0,4636.0,908.0,2341.0,825.0,4.4261,304700.0,<1H OCEAN +-117.99,33.73,17.0,5239.0,1045.0,2440.0,985.0,4.375,248100.0,<1H OCEAN +-117.98,33.73,22.0,4232.0,624.0,2408.0,660.0,6.6539,284900.0,<1H OCEAN +-117.99,33.77,29.0,1312.0,267.0,922.0,255.0,3.1902,202400.0,<1H OCEAN +-117.98,33.76,28.0,3215.0,652.0,2066.0,636.0,4.0194,197400.0,<1H OCEAN +-117.99,33.76,30.0,1572.0,362.0,1351.0,359.0,3.369,190900.0,<1H OCEAN +-117.99,33.76,17.0,2545.0,737.0,1468.0,699.0,1.9439,177700.0,<1H OCEAN +-117.99,33.75,22.0,3024.0,754.0,2357.0,743.0,3.3125,191800.0,<1H OCEAN +-117.98,33.76,23.0,1553.0,518.0,1988.0,474.0,2.1375,150000.0,<1H OCEAN +-117.98,33.76,24.0,1880.0,405.0,967.0,418.0,4.4545,192500.0,<1H OCEAN +-117.98,33.75,27.0,2343.0,415.0,1537.0,426.0,5.1345,210600.0,<1H OCEAN +-118.02,33.77,34.0,2115.0,352.0,1253.0,338.0,5.1507,207500.0,<1H OCEAN +-118.02,33.77,33.0,2683.0,436.0,1520.0,456.0,5.0091,211500.0,<1H OCEAN +-118.02,33.76,25.0,1759.0,404.0,1404.0,385.0,3.6289,195800.0,<1H OCEAN +-118.01,33.77,33.0,1387.0,238.0,890.0,264.0,5.422,204100.0,<1H OCEAN +-118.01,33.77,32.0,1771.0,296.0,995.0,272.0,5.8362,217500.0,<1H OCEAN +-118.01,33.76,35.0,2072.0,349.0,1249.0,317.0,3.9855,191900.0,<1H OCEAN +-118.01,33.76,26.0,2141.0,597.0,2038.0,585.0,2.2981,177700.0,<1H OCEAN +-118.0,33.77,24.0,1324.0,267.0,687.0,264.0,3.4327,192800.0,<1H OCEAN +-118.0,33.76,29.0,1982.0,503.0,1426.0,502.0,3.0263,194200.0,<1H OCEAN +-118.0,33.77,28.0,2401.0,503.0,1155.0,456.0,3.5139,211700.0,<1H OCEAN +-118.0,33.76,14.0,1120.0,319.0,982.0,307.0,2.9083,179200.0,<1H OCEAN +-118.0,33.76,12.0,1250.0,331.0,1047.0,334.0,3.0625,208800.0,<1H OCEAN +-118.03,33.77,21.0,3803.0,898.0,1511.0,829.0,3.0,221200.0,<1H OCEAN +-118.02,33.77,7.0,586.0,118.0,232.0,107.0,5.2077,181300.0,<1H OCEAN +-118.03,33.77,27.0,2000.0,310.0,880.0,294.0,5.635,218900.0,<1H OCEAN +-118.03,33.77,24.0,3810.0,579.0,1818.0,590.0,5.8053,255900.0,<1H OCEAN +-118.03,33.76,32.0,2980.0,494.0,1370.0,481.0,5.0866,223500.0,<1H OCEAN +-118.04,33.76,25.0,4061.0,545.0,1623.0,527.0,7.1572,294900.0,<1H OCEAN +-118.03,33.79,26.0,5321.0,889.0,2932.0,896.0,5.8914,237600.0,<1H OCEAN +-118.03,33.79,32.0,3191.0,634.0,1718.0,611.0,4.1548,216600.0,<1H OCEAN +-118.01,33.79,30.0,2460.0,403.0,1277.0,395.0,5.4372,223200.0,<1H OCEAN +-118.02,33.78,28.0,3375.0,559.0,1754.0,554.0,5.5446,228900.0,<1H OCEAN +-118.01,33.78,19.0,2648.0,478.0,1160.0,452.0,5.9357,207400.0,<1H OCEAN +-118.03,33.78,26.0,2001.0,302.0,836.0,298.0,5.1061,257500.0,<1H OCEAN +-118.01,33.78,26.0,2343.0,377.0,1166.0,373.0,6.0,233100.0,<1H OCEAN +-118.03,33.78,25.0,3554.0,528.0,1600.0,537.0,6.6453,270100.0,<1H OCEAN +-118.04,33.78,26.0,3642.0,557.0,1623.0,569.0,5.8426,259400.0,<1H OCEAN +-118.04,33.78,25.0,3715.0,575.0,1640.0,572.0,5.7705,247100.0,<1H OCEAN +-118.08,33.8,29.0,3675.0,613.0,1457.0,591.0,6.0553,369400.0,<1H OCEAN +-118.07,33.8,34.0,3486.0,507.0,1311.0,503.0,7.1221,384500.0,<1H OCEAN +-118.08,33.79,34.0,2840.0,395.0,1127.0,396.0,7.6144,376200.0,<1H OCEAN +-118.09,33.78,26.0,2146.0,298.0,852.0,296.0,6.6137,342700.0,<1H OCEAN +-118.07,33.79,34.0,2473.0,383.0,967.0,353.0,5.8283,362400.0,<1H OCEAN +-118.09,33.79,31.0,4231.0,617.0,1694.0,623.0,6.6312,360100.0,<1H OCEAN +-118.08,33.78,34.0,2287.0,347.0,1051.0,346.0,5.5767,372000.0,<1H OCEAN +-118.08,33.78,30.0,2879.0,403.0,1109.0,414.0,6.9324,364700.0,<1H OCEAN +-118.08,33.78,25.0,5321.0,967.0,1969.0,903.0,5.0102,340100.0,<1H OCEAN +-118.02,33.79,23.0,6368.0,1030.0,3281.0,1001.0,6.1142,240400.0,<1H OCEAN +-118.01,33.79,23.0,2663.0,430.0,1499.0,403.0,5.7837,258000.0,<1H OCEAN +-118.02,33.8,24.0,84.0,14.0,32.0,8.0,5.875,193800.0,<1H OCEAN +-118.02,33.8,16.0,2956.0,393.0,1379.0,429.0,8.4952,359600.0,<1H OCEAN +-118.01,33.8,16.0,4021.0,701.0,1488.0,650.0,5.32,219500.0,<1H OCEAN +-118.05,33.78,18.0,3414.0,434.0,1272.0,454.0,8.7015,390900.0,<1H OCEAN +-118.05,33.78,25.0,3112.0,435.0,1098.0,401.0,6.0,353500.0,<1H OCEAN +-118.05,33.78,25.0,2356.0,330.0,937.0,326.0,6.6264,359100.0,<1H OCEAN +-118.06,33.78,22.0,4048.0,562.0,1637.0,541.0,7.3463,355600.0,<1H OCEAN +-118.04,33.8,33.0,2685.0,466.0,1359.0,476.0,5.0261,245100.0,<1H OCEAN +-118.06,33.8,21.0,2196.0,504.0,1215.0,477.0,4.8,196900.0,<1H OCEAN +-118.07,33.79,26.0,4422.0,624.0,1936.0,625.0,6.4288,320700.0,<1H OCEAN +-118.06,33.8,22.0,1892.0,442.0,1015.0,404.0,4.1379,212500.0,<1H OCEAN +-118.06,33.8,20.0,1379.0,333.0,937.0,304.0,3.6217,195300.0,<1H OCEAN +-118.07,33.8,17.0,2439.0,554.0,1161.0,532.0,3.6442,193100.0,<1H OCEAN +-118.05,33.79,19.0,1863.0,355.0,1260.0,317.0,3.2465,277400.0,<1H OCEAN +-118.04,33.84,21.0,6623.0,1204.0,3193.0,1129.0,4.5395,256000.0,<1H OCEAN +-118.05,33.84,21.0,4890.0,653.0,2295.0,654.0,6.983,329700.0,<1H OCEAN +-118.04,33.83,19.0,4526.0,830.0,2318.0,748.0,4.6681,320700.0,<1H OCEAN +-118.04,33.82,26.0,4105.0,637.0,2072.0,648.0,5.844,273900.0,<1H OCEAN +-118.04,33.83,20.0,1488.0,312.0,972.0,283.0,4.055,201900.0,<1H OCEAN +-118.05,33.82,25.0,1548.0,279.0,732.0,265.0,5.123,159600.0,<1H OCEAN +-118.06,33.82,25.0,2637.0,462.0,965.0,415.0,4.5833,190900.0,<1H OCEAN +-118.06,33.81,25.0,3497.0,513.0,1839.0,544.0,5.4216,263000.0,<1H OCEAN +-118.07,33.81,22.0,2711.0,352.0,1305.0,368.0,8.5407,398800.0,<1H OCEAN +-118.07,33.8,22.0,1391.0,338.0,810.0,295.0,3.8792,218200.0,<1H OCEAN +-118.08,33.81,21.0,1189.0,281.0,577.0,264.0,3.3155,237500.0,<1H OCEAN +-118.03,33.82,17.0,1851.0,346.0,770.0,310.0,5.6093,244400.0,<1H OCEAN +-118.03,33.82,17.0,2178.0,477.0,1077.0,457.0,3.6815,245300.0,<1H OCEAN +-118.03,33.82,20.0,2662.0,464.0,1275.0,472.0,6.0162,318500.0,<1H OCEAN +-118.02,33.82,19.0,2485.0,437.0,1286.0,431.0,4.7466,258300.0,<1H OCEAN +-118.02,33.83,16.0,1139.0,328.0,665.0,290.0,3.2933,260000.0,<1H OCEAN +-118.03,33.83,34.0,3203.0,653.0,2072.0,691.0,4.225,198400.0,<1H OCEAN +-118.03,33.83,25.0,3030.0,532.0,1668.0,509.0,4.625,229600.0,<1H OCEAN +-118.03,33.83,25.0,768.0,195.0,529.0,184.0,3.175,132800.0,<1H OCEAN +-118.06,33.83,22.0,5290.0,1054.0,2812.0,1021.0,4.53,226400.0,<1H OCEAN +-118.05,33.83,24.0,4316.0,678.0,2286.0,665.0,5.7018,286700.0,<1H OCEAN +-118.06,33.83,21.0,3941.0,655.0,1897.0,670.0,4.88,343900.0,<1H OCEAN +-118.05,33.82,21.0,2997.0,372.0,1323.0,372.0,8.6123,386700.0,<1H OCEAN +-118.06,33.83,17.0,1973.0,516.0,1112.0,501.0,3.8512,163800.0,<1H OCEAN +-118.06,33.82,24.0,3983.0,675.0,1568.0,638.0,4.6458,213400.0,<1H OCEAN +-118.04,33.81,22.0,4057.0,624.0,2204.0,643.0,5.8527,241000.0,<1H OCEAN +-118.04,33.81,27.0,2990.0,515.0,1849.0,497.0,5.6846,216100.0,<1H OCEAN +-118.05,33.81,26.0,2523.0,437.0,1377.0,450.0,5.2542,234600.0,<1H OCEAN +-118.03,33.81,26.0,3635.0,567.0,1779.0,543.0,5.7089,237400.0,<1H OCEAN +-118.03,33.86,19.0,1795.0,328.0,1014.0,322.0,4.535,289300.0,<1H OCEAN +-118.04,33.85,24.0,2233.0,347.0,1162.0,355.0,5.6094,279200.0,<1H OCEAN +-118.04,33.85,23.0,3132.0,469.0,1646.0,478.0,5.777,315900.0,<1H OCEAN +-118.05,33.85,25.0,2856.0,388.0,1212.0,362.0,6.1737,313100.0,<1H OCEAN +-118.04,33.85,18.0,3628.0,546.0,1922.0,544.0,7.5057,328500.0,<1H OCEAN +-118.03,33.85,16.0,1831.0,390.0,1347.0,389.0,3.8426,344400.0,<1H OCEAN +-118.01,33.83,29.0,3963.0,772.0,2104.0,743.0,4.9803,208600.0,<1H OCEAN +-118.01,33.84,29.0,3740.0,691.0,1724.0,638.0,3.9628,215600.0,<1H OCEAN +-118.03,33.84,28.0,3857.0,857.0,2328.0,830.0,4.0156,196000.0,<1H OCEAN +-118.02,33.83,26.0,3616.0,892.0,2257.0,821.0,3.1497,217600.0,<1H OCEAN +-118.02,33.82,21.0,2052.0,456.0,1173.0,432.0,3.7885,204500.0,<1H OCEAN +-118.01,33.82,10.0,3897.0,893.0,1992.0,693.0,4.1591,192300.0,<1H OCEAN +-118.01,33.81,18.0,5238.0,1083.0,3032.0,1065.0,4.4583,190100.0,<1H OCEAN +-118.02,33.81,34.0,3482.0,614.0,2227.0,641.0,5.1155,200900.0,<1H OCEAN +-118.02,33.86,26.0,2342.0,383.0,1290.0,394.0,5.6677,220700.0,<1H OCEAN +-118.02,33.85,31.0,1922.0,329.0,1030.0,353.0,5.3416,213000.0,<1H OCEAN +-118.03,33.85,30.0,2320.0,448.0,1434.0,452.0,4.0865,203700.0,<1H OCEAN +-118.03,33.85,23.0,5495.0,1141.0,2873.0,1004.0,3.9156,224100.0,<1H OCEAN +-118.01,33.85,29.0,2064.0,447.0,1265.0,400.0,3.8864,209300.0,<1H OCEAN +-118.01,33.85,29.0,3061.0,612.0,2396.0,640.0,4.6326,195200.0,<1H OCEAN +-118.0,33.85,34.0,1078.0,205.0,575.0,206.0,4.5083,188000.0,<1H OCEAN +-118.01,33.86,29.0,2307.0,452.0,1218.0,402.0,3.4306,194200.0,<1H OCEAN +-118.01,33.84,28.0,4097.0,838.0,2112.0,803.0,4.5,202100.0,<1H OCEAN +-118.01,33.84,35.0,4166.0,713.0,2354.0,709.0,5.1775,213400.0,<1H OCEAN +-118.02,33.84,35.0,3473.0,563.0,2091.0,580.0,4.4821,214100.0,<1H OCEAN +-118.03,33.84,30.0,4781.0,831.0,2568.0,797.0,5.4746,226400.0,<1H OCEAN +-117.99,33.86,36.0,1138.0,228.0,725.0,219.0,3.4167,187200.0,<1H OCEAN +-117.99,33.85,34.0,1948.0,306.0,957.0,304.0,4.9777,212600.0,<1H OCEAN +-118.0,33.85,33.0,2053.0,418.0,1154.0,405.0,4.0455,197200.0,<1H OCEAN +-118.0,33.86,32.0,1162.0,196.0,563.0,178.0,3.875,203000.0,<1H OCEAN +-117.99,33.85,35.0,1661.0,272.0,949.0,276.0,5.2548,192600.0,<1H OCEAN +-117.99,33.84,34.0,2079.0,343.0,1379.0,352.0,5.103,207000.0,<1H OCEAN +-118.0,33.84,30.0,1549.0,325.0,885.0,299.0,4.0039,195100.0,<1H OCEAN +-118.0,33.84,29.0,2641.0,637.0,2413.0,619.0,2.8169,165100.0,<1H OCEAN +-118.01,33.87,25.0,6348.0,1615.0,4188.0,1497.0,3.139,185700.0,<1H OCEAN +-117.99,33.86,20.0,3540.0,906.0,2898.0,876.0,3.0252,178000.0,<1H OCEAN +-118.0,33.88,28.0,1624.0,289.0,755.0,280.0,4.7083,268100.0,<1H OCEAN +-118.01,33.88,19.0,1434.0,391.0,1088.0,341.0,3.369,269600.0,<1H OCEAN +-117.99,33.88,15.0,2298.0,567.0,1261.0,527.0,4.2422,159400.0,<1H OCEAN +-117.99,33.88,42.0,1461.0,302.0,986.0,314.0,3.9559,161100.0,<1H OCEAN +-118.0,33.88,18.0,2628.0,720.0,2276.0,649.0,2.735,170800.0,<1H OCEAN +-117.99,33.87,16.0,1689.0,499.0,1260.0,453.0,3.1205,174000.0,<1H OCEAN +-118.0,33.87,13.0,2086.0,544.0,1356.0,462.0,2.95,165600.0,<1H OCEAN +-117.99,33.87,17.0,2334.0,537.0,1662.0,535.0,3.0147,217000.0,<1H OCEAN +-117.99,33.87,34.0,1239.0,307.0,869.0,291.0,3.59,161900.0,<1H OCEAN +-117.99,33.86,20.0,2303.0,612.0,1607.0,564.0,2.9,176100.0,<1H OCEAN +-117.98,33.89,18.0,2939.0,437.0,1278.0,435.0,7.1425,393700.0,<1H OCEAN +-117.99,33.88,25.0,3401.0,509.0,1503.0,498.0,6.6704,240600.0,<1H OCEAN +-117.99,33.89,21.0,5195.0,1020.0,2539.0,988.0,4.5033,160500.0,<1H OCEAN +-117.99,33.89,23.0,2111.0,306.0,979.0,288.0,8.5621,347800.0,<1H OCEAN +-117.97,33.89,17.0,1851.0,344.0,764.0,339.0,5.1315,181800.0,<1H OCEAN +-117.97,33.89,17.0,1740.0,445.0,1158.0,412.0,2.8649,137500.0,<1H OCEAN +-117.97,33.88,9.0,1344.0,279.0,530.0,265.0,5.0731,185100.0,<1H OCEAN +-117.97,33.88,11.0,1454.0,247.0,635.0,236.0,6.2427,218500.0,<1H OCEAN +-117.97,33.89,15.0,3801.0,542.0,1992.0,526.0,9.0683,367400.0,<1H OCEAN +-117.97,33.88,16.0,2003.0,300.0,1172.0,318.0,6.0394,321600.0,<1H OCEAN +-117.97,33.89,14.0,923.0,136.0,420.0,130.0,10.2252,462800.0,<1H OCEAN +-120.1,39.17,33.0,1849.0,384.0,218.0,92.0,1.7083,143800.0,INLAND +-120.06,39.09,30.0,2979.0,583.0,316.0,124.0,2.1987,124000.0,INLAND +-120.06,39.15,22.0,2213.0,372.0,98.0,42.0,1.1912,170000.0,INLAND +-120.2,39.12,15.0,2146.0,361.0,197.0,76.0,4.1316,200000.0,INLAND +-120.18,39.14,25.0,2171.0,386.0,248.0,116.0,3.0375,171900.0,INLAND +-120.16,39.14,21.0,2484.0,460.0,309.0,144.0,3.9722,127800.0,INLAND +-120.18,39.17,18.0,1703.0,360.0,354.0,163.0,3.6563,146900.0,INLAND +-120.15,39.17,32.0,1684.0,359.0,454.0,209.0,2.9125,145800.0,INLAND +-120.15,39.15,25.0,1669.0,348.0,163.0,78.0,5.75,176600.0,INLAND +-120.15,39.2,14.0,1382.0,242.0,141.0,66.0,4.1016,283300.0,INLAND +-120.12,39.18,17.0,2839.0,525.0,390.0,189.0,3.5667,179200.0,INLAND +-120.1,39.19,18.0,3824.0,559.0,241.0,106.0,5.5456,360000.0,INLAND +-120.1,39.19,17.0,1480.0,241.0,202.0,80.0,3.9375,213200.0,INLAND +-120.1,39.2,20.0,1703.0,294.0,409.0,174.0,3.087,196900.0,INLAND +-120.11,39.21,18.0,2245.0,392.0,421.0,162.0,4.5795,158300.0,INLAND +-120.11,39.24,21.0,3005.0,574.0,385.0,150.0,3.1193,153300.0,INLAND +-120.08,39.23,19.0,1746.0,306.0,251.0,104.0,4.8182,146900.0,INLAND +-120.07,39.24,20.0,3729.0,614.0,365.0,152.0,4.962,169500.0,INLAND +-120.06,39.25,21.0,2459.0,525.0,584.0,233.0,3.01,163500.0,INLAND +-120.04,39.24,30.0,2369.0,469.0,510.0,213.0,2.65,123800.0,INLAND +-120.04,39.27,24.0,2237.0,491.0,264.0,95.0,4.1364,154500.0,INLAND +-120.02,39.24,24.0,1602.0,426.0,751.0,257.0,1.7609,99300.0,INLAND +-120.02,39.24,22.0,2309.0,571.0,919.0,342.0,3.0057,93600.0,INLAND +-120.02,39.24,32.0,1347.0,444.0,825.0,303.0,1.8269,225000.0,INLAND +-120.01,39.26,26.0,1930.0,391.0,307.0,138.0,2.6023,139300.0,INLAND +-120.91,38.98,13.0,7689.0,1415.0,3264.0,1198.0,3.653,146800.0,INLAND +-120.81,39.02,30.0,806.0,189.0,326.0,146.0,2.8155,101000.0,INLAND +-120.69,39.12,19.0,1048.0,262.0,493.0,184.0,2.2917,118200.0,INLAND +-120.83,39.02,15.0,1117.0,242.0,551.0,229.0,2.6319,97700.0,INLAND +-121.06,38.91,18.0,6501.0,1416.0,2954.0,1373.0,2.5373,143000.0,INLAND +-121.08,38.9,27.0,3436.0,755.0,1568.0,709.0,2.4273,138400.0,INLAND +-121.06,38.88,17.0,7635.0,1284.0,3096.0,1227.0,4.2917,184300.0,INLAND +-121.08,38.89,41.0,3471.0,753.0,1680.0,710.0,2.6701,139000.0,INLAND +-121.07,38.9,52.0,1280.0,281.0,523.0,266.0,1.7375,122200.0,INLAND +-121.15,38.89,20.0,2024.0,313.0,879.0,309.0,5.2903,239400.0,INLAND +-121.12,38.86,17.0,3949.0,717.0,1683.0,686.0,3.3802,216500.0,INLAND +-121.13,38.87,48.0,1127.0,,530.0,186.0,3.0917,128100.0,INLAND +-121.15,38.91,23.0,1654.0,299.0,787.0,299.0,4.2723,193100.0,INLAND +-121.08,38.85,10.0,2509.0,422.0,1037.0,389.0,6.0,220100.0,INLAND +-121.16,38.74,17.0,3353.0,463.0,1417.0,447.0,5.1721,237100.0,INLAND +-121.14,38.77,15.0,10282.0,1333.0,3868.0,1300.0,6.4789,287800.0,INLAND +-121.16,38.75,27.0,771.0,108.0,315.0,111.0,8.4882,276600.0,INLAND +-121.14,38.84,22.0,2750.0,433.0,1161.0,428.0,4.2143,236500.0,INLAND +-121.14,38.82,22.0,1816.0,278.0,832.0,278.0,5.07,233000.0,INLAND +-121.15,38.8,20.0,2104.0,370.0,745.0,314.0,4.1685,217500.0,INLAND +-121.18,38.78,13.0,3480.0,528.0,1432.0,532.0,6.1642,277800.0,INLAND +-121.18,38.8,18.0,2541.0,414.0,1276.0,405.0,5.1857,220100.0,INLAND +-121.21,38.76,16.0,1608.0,296.0,792.0,286.0,3.1583,239200.0,INLAND +-121.21,38.75,11.0,4552.0,639.0,2006.0,623.0,4.3962,264400.0,INLAND +-121.17,38.76,14.0,2028.0,255.0,781.0,251.0,6.5322,394000.0,INLAND +-121.2,38.73,11.0,4897.0,636.0,1931.0,616.0,7.7499,334800.0,INLAND +-121.18,38.73,16.0,1584.0,264.0,613.0,226.0,6.0302,273100.0,INLAND +-121.18,38.75,16.0,2807.0,459.0,1201.0,429.0,4.7941,247600.0,INLAND +-121.24,38.75,5.0,9137.0,1368.0,3667.0,1294.0,5.4896,229600.0,INLAND +-121.24,38.72,12.0,3605.0,576.0,1556.0,549.0,4.9,203700.0,INLAND +-121.27,38.74,19.0,3869.0,887.0,2086.0,685.0,2.6065,154900.0,INLAND +-121.26,38.73,14.0,3323.0,499.0,1527.0,540.0,5.3451,172100.0,INLAND +-121.26,38.74,22.0,7173.0,1314.0,3526.0,1316.0,3.3941,135900.0,INLAND +-121.28,38.73,6.0,4223.0,672.0,1747.0,631.0,5.419,267400.0,INLAND +-121.27,38.72,6.0,4664.0,644.0,2105.0,663.0,6.0804,198700.0,INLAND +-121.25,38.72,10.0,7277.0,1168.0,3507.0,1131.0,4.485,179400.0,INLAND +-121.27,38.75,21.0,4812.0,1117.0,1985.0,1045.0,2.5083,128500.0,INLAND +-121.28,38.74,33.0,4384.0,778.0,1775.0,789.0,4.05,134700.0,INLAND +-121.3,38.73,9.0,5558.0,1099.0,2717.0,1043.0,3.6455,139200.0,INLAND +-121.36,38.73,21.0,2253.0,416.0,1050.0,411.0,3.141,220100.0,INLAND +-121.32,38.74,14.0,1449.0,228.0,670.0,232.0,4.3897,186300.0,INLAND +-121.31,38.75,7.0,4185.0,750.0,2147.0,706.0,4.0519,129200.0,INLAND +-121.3,38.75,36.0,3903.0,885.0,2313.0,804.0,2.655,86300.0,INLAND +-121.28,38.75,52.0,493.0,89.0,189.0,94.0,2.108,83800.0,INLAND +-121.3,38.74,41.0,4374.0,1039.0,2387.0,959.0,2.3611,87900.0,INLAND +-121.33,38.77,3.0,20214.0,3559.0,8361.0,3112.0,4.2259,169300.0,INLAND +-121.28,38.76,47.0,2901.0,631.0,1276.0,578.0,2.1366,101900.0,INLAND +-121.27,38.75,43.0,1292.0,307.0,647.0,249.0,2.7188,85300.0,INLAND +-121.29,38.76,12.0,1198.0,174.0,443.0,170.0,6.0097,187500.0,INLAND +-121.28,38.77,6.0,3819.0,550.0,1738.0,587.0,5.8718,201400.0,INLAND +-121.28,38.8,7.0,9003.0,1739.0,4445.0,1591.0,3.816,147900.0,INLAND +-121.24,38.78,11.0,1851.0,352.0,1049.0,369.0,3.5288,141100.0,INLAND +-121.24,38.78,18.0,549.0,143.0,249.0,136.0,0.8691,136500.0,INLAND +-121.23,38.78,13.0,3813.0,871.0,1513.0,783.0,2.0807,142600.0,INLAND +-121.22,38.78,8.0,3418.0,514.0,1312.0,409.0,6.3914,218000.0,INLAND +-121.24,38.82,5.0,12259.0,1643.0,4819.0,1582.0,5.4498,217300.0,INLAND +-121.25,38.8,14.0,5094.0,729.0,1974.0,705.0,5.5205,188700.0,INLAND +-121.24,38.79,15.0,2615.0,485.0,1063.0,428.0,3.7904,173200.0,INLAND +-121.24,38.79,23.0,1419.0,261.0,706.0,269.0,3.1875,110200.0,INLAND +-121.23,38.79,45.0,907.0,176.0,463.0,190.0,2.2292,92000.0,INLAND +-121.22,38.8,11.0,2521.0,521.0,1390.0,477.0,3.5265,124800.0,INLAND +-121.19,38.87,20.0,3118.0,500.0,1405.0,519.0,6.0,209400.0,INLAND +-121.21,38.83,21.0,3691.0,640.0,1758.0,603.0,3.5607,151900.0,INLAND +-121.19,38.85,8.0,4114.0,710.0,2268.0,716.0,4.4085,139400.0,INLAND +-121.18,38.83,15.0,4488.0,859.0,2114.0,805.0,2.9484,124400.0,INLAND +-121.39,38.85,19.0,3568.0,646.0,1714.0,590.0,4.0862,162700.0,INLAND +-121.3,39.0,16.0,3155.0,541.0,1630.0,540.0,4.0282,126400.0,INLAND +-121.31,38.97,16.0,1210.0,228.0,726.0,222.0,2.7083,82100.0,INLAND +-121.22,38.92,19.0,2531.0,461.0,1206.0,429.0,4.4958,192600.0,INLAND +-121.27,38.87,16.0,2094.0,358.0,1092.0,357.0,4.4769,191400.0,INLAND +-121.29,38.9,45.0,2019.0,394.0,1104.0,407.0,3.1691,108700.0,INLAND +-121.28,38.9,31.0,1297.0,259.0,765.0,240.0,2.7656,93600.0,INLAND +-121.29,38.89,10.0,653.0,120.0,407.0,146.0,3.3889,110800.0,INLAND +-121.3,38.89,23.0,1750.0,297.0,1012.0,315.0,3.4706,99300.0,INLAND +-121.3,38.89,45.0,1529.0,317.0,793.0,281.0,2.9866,91300.0,INLAND +-121.32,38.89,9.0,5927.0,1269.0,3369.0,1176.0,2.8194,111300.0,INLAND +-121.14,38.92,16.0,2069.0,312.0,889.0,299.0,4.6771,212000.0,INLAND +-121.1,38.92,21.0,4064.0,871.0,1847.0,859.0,3.0321,135500.0,INLAND +-121.11,38.91,24.0,2558.0,423.0,1149.0,403.0,4.0679,190500.0,INLAND +-121.1,38.94,42.0,410.0,117.0,706.0,112.0,1.0179,125000.0,INLAND +-121.07,38.92,15.0,5301.0,884.0,2335.0,831.0,4.515,164000.0,INLAND +-121.05,38.92,34.0,2144.0,372.0,899.0,378.0,3.3021,158800.0,INLAND +-121.15,39.0,15.0,4145.0,691.0,1872.0,680.0,4.3553,220600.0,INLAND +-121.19,38.95,16.0,2544.0,431.0,1199.0,412.0,4.5129,196300.0,INLAND +-121.11,38.95,14.0,3888.0,890.0,1830.0,844.0,1.8238,158600.0,INLAND +-121.1,38.95,17.0,1475.0,403.0,943.0,363.0,2.1287,55300.0,INLAND +-121.06,38.98,14.0,2267.0,355.0,1140.0,369.0,4.7019,212800.0,INLAND +-121.05,38.97,12.0,3676.0,550.0,1572.0,510.0,4.8214,201900.0,INLAND +-121.09,38.97,13.0,1467.0,221.0,688.0,231.0,5.2536,191900.0,INLAND +-121.1,39.0,16.0,1106.0,195.0,505.0,187.0,5.0126,192300.0,INLAND +-121.08,38.95,18.0,1931.0,380.0,1271.0,377.0,2.7463,156100.0,INLAND +-121.08,38.93,14.0,4239.0,824.0,1729.0,794.0,2.4278,167700.0,INLAND +-121.07,38.94,14.0,1710.0,294.0,839.0,297.0,4.7143,150700.0,INLAND +-121.04,38.95,22.0,1931.0,445.0,1009.0,407.0,2.75,153200.0,INLAND +-120.99,39.04,17.0,2289.0,450.0,1182.0,397.0,2.3696,166800.0,INLAND +-120.98,38.99,17.0,3403.0,661.0,1540.0,622.0,3.6354,162900.0,INLAND +-121.04,39.0,21.0,4059.0,730.0,1874.0,693.0,4.8051,174300.0,INLAND +-121.02,39.01,17.0,4786.0,799.0,2066.0,770.0,3.9734,185400.0,INLAND +-121.0,39.0,4.0,170.0,23.0,93.0,27.0,10.9891,312500.0,INLAND +-120.87,39.18,25.0,2691.0,598.0,964.0,373.0,3.9196,142700.0,INLAND +-120.87,39.15,17.0,1819.0,389.0,736.0,283.0,2.8603,128900.0,INLAND +-120.58,39.27,15.0,4126.0,903.0,723.0,266.0,3.0147,118800.0,INLAND +-120.33,39.3,16.0,868.0,178.0,44.0,21.0,3.0,175000.0,INLAND +-120.18,39.28,14.0,10098.0,1545.0,701.0,254.0,4.0819,141300.0,INLAND +-120.22,39.2,22.0,8259.0,1409.0,845.0,353.0,3.3699,244000.0,INLAND +-120.96,39.12,24.0,2069.0,436.0,909.0,374.0,2.5326,139100.0,INLAND +-120.98,39.08,20.0,4570.0,906.0,2125.0,815.0,3.0403,148000.0,INLAND +-120.94,39.05,8.0,3758.0,717.0,1744.0,661.0,3.1972,151500.0,INLAND +-120.98,39.93,25.0,2220.0,511.0,912.0,449.0,1.8914,87800.0,INLAND +-120.95,39.93,26.0,2023.0,385.0,922.0,365.0,2.8125,83500.0,INLAND +-120.93,39.9,20.0,1511.0,328.0,791.0,320.0,2.0221,70900.0,INLAND +-120.9,39.93,23.0,2679.0,546.0,1424.0,529.0,2.8812,81900.0,INLAND +-120.9,39.95,20.0,1349.0,238.0,601.0,203.0,3.5417,96600.0,INLAND +-120.93,39.96,15.0,1666.0,351.0,816.0,316.0,2.9559,118800.0,INLAND +-120.92,40.02,35.0,383.0,92.0,202.0,72.0,2.6458,102500.0,INLAND +-120.74,39.9,23.0,1017.0,218.0,387.0,152.0,2.2656,88200.0,INLAND +-120.57,39.78,15.0,1291.0,283.0,582.0,242.0,2.1216,102000.0,INLAND +-120.66,39.72,15.0,3763.0,784.0,717.0,348.0,2.2019,130500.0,INLAND +-120.74,39.82,9.0,1955.0,398.0,294.0,122.0,3.9583,126500.0,INLAND +-121.0,39.75,8.0,1116.0,214.0,27.0,39.0,2.5893,83000.0,INLAND +-121.14,39.86,16.0,2534.0,557.0,638.0,244.0,2.2101,88800.0,INLAND +-120.53,39.79,18.0,1234.0,266.0,543.0,201.0,2.5156,71900.0,INLAND +-120.48,39.78,11.0,513.0,104.0,204.0,86.0,2.375,100000.0,INLAND +-120.45,39.8,47.0,2149.0,456.0,965.0,419.0,1.7829,55900.0,INLAND +-120.46,39.83,18.0,3406.0,673.0,1567.0,617.0,2.2717,75900.0,INLAND +-120.38,39.82,10.0,1262.0,258.0,510.0,209.0,2.1667,92800.0,INLAND +-120.15,39.8,19.0,785.0,151.0,366.0,140.0,3.0625,82500.0,INLAND +-120.94,40.17,22.0,1334.0,261.0,597.0,222.0,2.2132,89200.0,INLAND +-120.91,40.08,24.0,1629.0,313.0,641.0,274.0,2.2067,69600.0,INLAND +-120.94,40.14,31.0,3127.0,664.0,1345.0,580.0,1.5774,58000.0,INLAND +-121.23,40.01,38.0,725.0,190.0,219.0,115.0,1.625,75000.0,INLAND +-120.71,40.13,19.0,897.0,180.0,276.0,110.0,2.9554,89400.0,INLAND +-121.25,40.27,25.0,958.0,245.0,28.0,16.0,2.625,67500.0,INLAND +-121.24,40.31,36.0,1597.0,301.0,632.0,262.0,3.5962,93600.0,INLAND +-121.23,40.29,21.0,3229.0,667.0,1501.0,582.0,2.1524,77100.0,INLAND +-121.19,40.23,10.0,1572.0,232.0,247.0,104.0,5.8453,193800.0,INLAND +-121.08,40.19,11.0,919.0,199.0,69.0,43.0,1.6944,137500.0,INLAND +-121.06,40.23,23.0,1127.0,225.0,215.0,85.0,3.4844,143800.0,INLAND +-121.09,40.3,15.0,1717.0,336.0,501.0,206.0,3.6477,113400.0,INLAND +-121.14,40.29,17.0,1944.0,394.0,384.0,172.0,1.6875,111500.0,INLAND +-121.15,40.25,14.0,5156.0,880.0,616.0,281.0,3.3462,145200.0,INLAND +-117.35,34.0,38.0,1214.0,254.0,723.0,236.0,2.5469,87800.0,INLAND +-117.36,33.99,42.0,1178.0,261.0,804.0,283.0,2.9688,92900.0,INLAND +-117.37,34.0,36.0,730.0,155.0,476.0,142.0,2.4306,88900.0,INLAND +-117.37,34.0,41.0,1248.0,278.0,770.0,250.0,3.025,90600.0,INLAND +-117.36,34.0,19.0,4592.0,895.0,2769.0,838.0,3.3622,105100.0,INLAND +-117.37,34.01,15.0,1386.0,247.0,703.0,185.0,3.6415,124200.0,INLAND +-117.38,34.0,45.0,2881.0,514.0,1470.0,515.0,3.3687,123800.0,INLAND +-117.38,33.99,52.0,1797.0,332.0,905.0,313.0,2.7054,141700.0,INLAND +-117.38,33.98,52.0,2274.0,571.0,1167.0,504.0,2.0284,101600.0,INLAND +-117.39,33.98,37.0,2337.0,452.0,948.0,437.0,3.145,169100.0,INLAND +-117.41,33.97,24.0,950.0,183.0,383.0,182.0,3.0694,125000.0,INLAND +-117.37,33.98,43.0,2862.0,772.0,1878.0,675.0,2.1151,96700.0,INLAND +-117.38,33.97,29.0,1157.0,297.0,2027.0,253.0,1.6389,155000.0,INLAND +-117.38,33.98,10.0,642.0,176.0,462.0,186.0,2.1528,162500.0,INLAND +-117.37,33.98,27.0,1342.0,547.0,844.0,484.0,1.1194,95800.0,INLAND +-117.37,33.99,44.0,917.0,224.0,666.0,220.0,1.685,114200.0,INLAND +-117.36,33.98,46.0,1680.0,453.0,1570.0,435.0,2.0436,82300.0,INLAND +-117.37,33.97,34.0,3676.0,697.0,2653.0,682.0,2.5804,92400.0,INLAND +-117.37,33.97,38.0,1156.0,241.0,877.0,200.0,1.4514,79900.0,INLAND +-117.37,33.97,40.0,1166.0,250.0,976.0,244.0,1.95,84800.0,INLAND +-117.37,33.98,52.0,201.0,44.0,130.0,24.0,2.025,125000.0,INLAND +-117.35,33.99,45.0,131.0,28.0,89.0,31.0,2.6071,112500.0,INLAND +-117.35,33.98,31.0,4163.0,1242.0,3928.0,1076.0,1.6943,85900.0,INLAND +-117.35,33.97,27.0,3960.0,886.0,2807.0,838.0,3.024,122500.0,INLAND +-117.36,33.97,32.0,1625.0,335.0,1212.0,327.0,2.7596,82200.0,INLAND +-117.36,33.98,33.0,2070.0,469.0,1851.0,467.0,2.4667,80700.0,INLAND +-117.37,33.96,33.0,3974.0,548.0,1398.0,528.0,7.2519,216600.0,INLAND +-117.35,33.96,25.0,2396.0,316.0,951.0,314.0,8.2405,235200.0,INLAND +-117.35,33.95,28.0,1650.0,210.0,557.0,211.0,7.6632,204800.0,INLAND +-117.37,33.94,14.0,9286.0,1269.0,3565.0,1238.0,6.6635,219600.0,INLAND +-117.36,33.92,7.0,9376.0,1181.0,3570.0,1107.0,8.5326,315200.0,INLAND +-117.39,33.97,52.0,3307.0,553.0,1269.0,529.0,4.3176,136200.0,INLAND +-117.38,33.97,30.0,2953.0,703.0,1406.0,580.0,2.6895,150000.0,INLAND +-117.39,33.96,52.0,1992.0,345.0,948.0,358.0,3.2917,129300.0,INLAND +-117.4,33.96,51.0,1806.0,322.0,709.0,298.0,3.575,125500.0,INLAND +-117.39,33.97,48.0,1915.0,348.0,1060.0,376.0,3.4044,117900.0,INLAND +-117.4,33.97,38.0,1383.0,238.0,649.0,232.0,5.0194,148900.0,INLAND +-117.4,33.97,41.0,1707.0,276.0,660.0,269.0,3.8618,134800.0,INLAND +-117.41,33.96,32.0,2837.0,617.0,1393.0,595.0,2.3798,118800.0,INLAND +-117.41,33.96,24.0,4481.0,901.0,2398.0,823.0,3.864,123400.0,INLAND +-117.41,33.97,34.0,2316.0,365.0,956.0,389.0,4.337,157800.0,INLAND +-117.44,33.96,29.0,124.0,22.0,50.0,18.0,12.5381,112500.0,INLAND +-117.43,33.96,28.0,3747.0,651.0,2399.0,646.0,3.8682,116500.0,INLAND +-117.44,33.95,31.0,914.0,177.0,556.0,161.0,3.7344,115300.0,INLAND +-117.4,33.95,46.0,2189.0,423.0,866.0,389.0,3.1384,111500.0,INLAND +-117.4,33.95,32.0,1979.0,491.0,954.0,444.0,2.4408,117300.0,INLAND +-117.41,33.95,37.0,1586.0,283.0,675.0,305.0,2.9583,132100.0,INLAND +-117.41,33.95,37.0,1462.0,257.0,849.0,287.0,3.0542,123900.0,INLAND +-117.42,33.95,32.0,4251.0,848.0,2494.0,798.0,2.8173,110800.0,INLAND +-117.42,33.96,33.0,2275.0,469.0,1691.0,459.0,2.7452,98100.0,INLAND +-117.41,33.96,27.0,2341.0,418.0,1272.0,415.0,3.0208,112700.0,INLAND +-117.38,33.96,30.0,3153.0,623.0,1544.0,575.0,3.4491,133800.0,INLAND +-117.39,33.95,36.0,1380.0,269.0,598.0,262.0,3.1667,122900.0,INLAND +-117.39,33.95,35.0,1599.0,284.0,721.0,287.0,4.125,120700.0,INLAND +-117.4,33.95,43.0,633.0,166.0,292.0,135.0,1.1601,121400.0,INLAND +-117.39,33.96,49.0,2527.0,461.0,1344.0,451.0,4.0833,114400.0,INLAND +-117.37,33.95,32.0,2215.0,351.0,771.0,311.0,4.3542,142600.0,INLAND +-117.37,33.94,20.0,1682.0,296.0,706.0,291.0,4.0966,140100.0,INLAND +-117.38,33.94,21.0,2468.0,380.0,1164.0,385.0,4.0625,136800.0,INLAND +-117.39,33.93,26.0,3014.0,494.0,1832.0,485.0,4.8333,127900.0,INLAND +-117.39,33.95,35.0,3306.0,680.0,1742.0,673.0,3.7109,109100.0,INLAND +-117.4,33.94,30.0,1198.0,251.0,1019.0,214.0,3.0509,82700.0,INLAND +-117.4,33.93,35.0,1468.0,298.0,1168.0,261.0,2.2222,81300.0,INLAND +-117.41,33.93,35.0,793.0,150.0,669.0,128.0,4.0156,89300.0,INLAND +-117.4,33.94,37.0,987.0,187.0,551.0,191.0,3.5865,112000.0,INLAND +-117.4,33.94,42.0,943.0,171.0,466.0,203.0,3.1458,116000.0,INLAND +-117.41,33.94,33.0,2074.0,476.0,911.0,420.0,2.87,117600.0,INLAND +-117.41,33.94,29.0,3181.0,714.0,1603.0,706.0,3.25,112500.0,INLAND +-117.42,33.93,32.0,2885.0,595.0,1509.0,590.0,3.1795,125600.0,INLAND +-117.41,33.94,22.0,4179.0,1081.0,2096.0,1013.0,2.4435,118500.0,INLAND +-117.42,33.94,26.0,2420.0,532.0,1383.0,469.0,3.5403,113500.0,INLAND +-117.42,33.94,35.0,1764.0,325.0,1094.0,353.0,4.1528,113900.0,INLAND +-117.43,33.95,36.0,2284.0,444.0,1425.0,405.0,4.0526,104500.0,INLAND +-117.43,33.93,36.0,2386.0,396.0,1176.0,374.0,4.5122,113300.0,INLAND +-117.43,33.93,15.0,4836.0,1368.0,3012.0,1240.0,2.1865,129300.0,INLAND +-117.43,33.93,31.0,1273.0,262.0,686.0,254.0,2.4922,109400.0,INLAND +-117.44,33.93,34.0,1577.0,272.0,880.0,284.0,4.6327,116000.0,INLAND +-117.45,33.94,12.0,3539.0,869.0,1987.0,859.0,2.1023,103700.0,INLAND +-117.44,33.94,32.0,2349.0,452.0,1479.0,425.0,3.9118,114100.0,INLAND +-117.44,33.94,30.0,2992.0,516.0,1521.0,507.0,3.9128,126900.0,INLAND +-117.44,33.94,32.0,1814.0,320.0,903.0,306.0,4.1776,118700.0,INLAND +-117.44,33.93,33.0,1371.0,236.0,715.0,227.0,4.375,129900.0,INLAND +-117.45,33.93,20.0,5998.0,1320.0,3185.0,1199.0,3.2731,113900.0,INLAND +-117.44,33.92,33.0,2433.0,525.0,1466.0,517.0,3.0437,110800.0,INLAND +-117.45,33.91,29.0,2320.0,422.0,1358.0,415.0,3.7333,121400.0,INLAND +-117.45,33.92,35.0,2552.0,588.0,1840.0,551.0,2.2548,113300.0,INLAND +-117.39,33.92,25.0,2886.0,583.0,2327.0,577.0,2.3851,113700.0,INLAND +-117.4,33.9,32.0,1263.0,178.0,508.0,180.0,3.6667,314100.0,INLAND +-117.44,33.9,23.0,4487.0,754.0,2609.0,778.0,4.2788,148700.0,INLAND +-117.43,33.91,15.0,14281.0,2511.0,7540.0,2245.0,4.3222,138000.0,INLAND +-117.42,33.89,4.0,80.0,10.0,55.0,13.0,7.7197,193800.0,INLAND +-117.4,34.01,25.0,1858.0,366.0,1311.0,331.0,2.7083,87800.0,INLAND +-117.41,34.01,34.0,1231.0,216.0,841.0,199.0,2.6442,92000.0,INLAND +-117.43,34.02,33.0,3084.0,570.0,1753.0,449.0,3.05,97800.0,INLAND +-117.42,34.02,9.0,5455.0,882.0,3015.0,858.0,4.2321,162800.0,INLAND +-117.4,34.0,24.0,2316.0,599.0,1829.0,532.0,1.6955,86800.0,INLAND +-117.4,34.0,31.0,1192.0,307.0,1013.0,283.0,2.0742,76200.0,INLAND +-117.41,34.0,38.0,2228.0,571.0,1697.0,530.0,1.9052,83400.0,INLAND +-117.43,33.98,21.0,2634.0,421.0,1376.0,406.0,4.2589,152200.0,INLAND +-117.42,33.98,16.0,10072.0,2043.0,5913.0,1909.0,3.0606,119500.0,INLAND +-117.45,34.01,26.0,3042.0,598.0,1720.0,551.0,2.76,95200.0,INLAND +-117.43,34.01,34.0,2101.0,426.0,1150.0,377.0,3.0909,98300.0,INLAND +-117.41,34.0,26.0,2372.0,621.0,1647.0,612.0,1.4719,88600.0,INLAND +-117.42,34.0,32.0,1617.0,346.0,1153.0,385.0,3.016,96600.0,INLAND +-117.43,33.99,18.0,3307.0,547.0,1738.0,457.0,4.566,116900.0,INLAND +-117.44,33.99,12.0,9966.0,1517.0,5008.0,1492.0,4.5625,171300.0,INLAND +-117.5,34.0,15.0,1929.0,317.0,1237.0,316.0,4.4063,128500.0,INLAND +-117.49,33.99,21.0,2050.0,392.0,1153.0,336.0,4.84,116400.0,INLAND +-117.48,33.98,20.0,2451.0,475.0,1785.0,456.0,3.3966,115000.0,INLAND +-117.49,33.98,17.0,2727.0,462.0,1691.0,448.0,4.8371,160600.0,INLAND +-117.5,33.98,21.0,2394.0,416.0,1291.0,381.0,4.2099,138700.0,INLAND +-117.47,33.98,8.0,12106.0,1913.0,5810.0,1717.0,4.9886,158100.0,INLAND +-117.48,34.01,23.0,2000.0,376.0,1361.0,388.0,4.369,121100.0,INLAND +-117.49,34.02,35.0,2051.0,427.0,1466.0,425.0,3.6711,108200.0,INLAND +-117.49,34.02,21.0,3736.0,738.0,2021.0,640.0,4.4545,142400.0,INLAND +-117.51,34.02,24.0,7779.0,1835.0,3996.0,1765.0,2.1764,135300.0,INLAND +-117.48,34.0,12.0,6751.0,1153.0,3266.0,1134.0,3.8529,145500.0,INLAND +-117.51,34.0,36.0,3791.0,746.0,2258.0,672.0,3.2067,124700.0,INLAND +-117.52,33.99,14.0,13562.0,2057.0,7600.0,2086.0,5.2759,182900.0,INLAND +-117.53,33.97,34.0,1293.0,215.0,774.0,217.0,3.8906,141000.0,INLAND +-117.53,33.97,29.0,1430.0,273.0,872.0,283.0,4.0833,141000.0,INLAND +-117.51,33.97,35.0,352.0,62.0,184.0,57.0,3.6691,137500.0,INLAND +-117.53,34.02,19.0,256.0,34.0,101.0,28.0,5.3269,375000.0,INLAND +-117.6,33.94,26.0,2925.0,575.0,1921.0,501.0,3.1859,153100.0,INLAND +-117.55,34.0,17.0,3583.0,700.0,1587.0,719.0,2.6979,75000.0,INLAND +-117.53,33.94,21.0,5675.0,935.0,2834.0,865.0,4.2263,203200.0,INLAND +-117.55,33.94,30.0,5398.0,926.0,2672.0,864.0,4.4762,163900.0,INLAND +-117.56,33.94,29.0,266.0,42.0,136.0,40.0,1.625,164300.0,INLAND +-117.56,33.94,6.0,575.0,73.0,318.0,88.0,7.0215,257100.0,INLAND +-117.57,33.93,3.0,1240.0,151.0,519.0,146.0,7.5408,271900.0,INLAND +-117.55,33.95,17.0,3196.0,444.0,1581.0,462.0,5.9333,229400.0,INLAND +-117.59,33.91,7.0,10223.0,1491.0,5205.0,1509.0,5.4872,203400.0,INLAND +-117.57,33.9,7.0,3797.0,850.0,2369.0,720.0,3.5525,137600.0,INLAND +-117.56,33.89,16.0,693.0,185.0,365.0,176.0,2.3417,191700.0,INLAND +-117.55,33.89,25.0,2999.0,439.0,1396.0,458.0,5.6973,164800.0,INLAND +-117.52,33.89,2.0,17978.0,3217.0,7305.0,2463.0,5.1695,220800.0,INLAND +-117.6,33.91,15.0,1864.0,271.0,1006.0,288.0,7.2379,251000.0,INLAND +-117.55,33.93,25.0,5187.0,934.0,2725.0,860.0,4.1865,154300.0,INLAND +-117.55,33.92,24.0,2807.0,501.0,1653.0,509.0,4.8167,163300.0,INLAND +-117.55,33.9,21.0,1839.0,324.0,871.0,307.0,3.4459,198800.0,INLAND +-117.53,33.92,12.0,2290.0,319.0,728.0,228.0,6.1561,233500.0,INLAND +-117.58,33.92,16.0,4157.0,586.0,2036.0,594.0,6.155,246400.0,INLAND +-117.57,33.91,22.0,2620.0,396.0,1324.0,362.0,5.3735,214600.0,INLAND +-117.59,33.93,17.0,338.0,47.0,200.0,46.0,7.8118,244200.0,INLAND +-117.5,33.93,19.0,4741.0,835.0,2903.0,796.0,4.3723,135600.0,INLAND +-117.49,33.91,17.0,5364.0,1020.0,3754.0,936.0,3.2857,139100.0,INLAND +-117.5,33.92,31.0,2529.0,513.0,1504.0,426.0,2.9821,115600.0,INLAND +-117.5,33.92,28.0,2101.0,337.0,1061.0,348.0,4.55,146800.0,INLAND +-117.51,33.95,12.0,9016.0,1486.0,4285.0,1457.0,4.9984,169100.0,INLAND +-117.46,33.95,34.0,1565.0,296.0,1142.0,328.0,3.6979,99600.0,INLAND +-117.47,33.95,15.0,6248.0,1249.0,3795.0,1128.0,4.1264,124600.0,INLAND +-117.5,33.96,12.0,7923.0,1470.0,4861.0,1385.0,4.2985,139200.0,INLAND +-117.5,33.95,29.0,932.0,153.0,711.0,172.0,4.8214,143400.0,INLAND +-117.46,33.94,26.0,2481.0,620.0,2411.0,552.0,1.7059,85800.0,INLAND +-117.47,33.94,34.0,559.0,139.0,532.0,137.0,3.0687,88500.0,INLAND +-117.48,33.94,19.0,1891.0,465.0,1693.0,416.0,2.7813,112900.0,INLAND +-117.48,33.94,29.0,1625.0,336.0,1046.0,320.0,3.1985,117300.0,INLAND +-117.49,33.94,28.0,2787.0,490.0,1684.0,467.0,4.0256,127100.0,INLAND +-117.46,33.93,16.0,4112.0,880.0,2821.0,857.0,3.0122,114700.0,INLAND +-117.46,33.93,19.0,4780.0,861.0,3043.0,766.0,3.7431,132800.0,INLAND +-117.46,33.92,21.0,713.0,142.0,476.0,142.0,3.5208,121100.0,INLAND +-117.47,33.93,33.0,919.0,208.0,724.0,235.0,3.4028,110500.0,INLAND +-117.47,33.94,34.0,2086.0,417.0,1501.0,395.0,3.2311,105600.0,INLAND +-117.46,33.94,35.0,1566.0,294.0,1056.0,279.0,3.5227,105400.0,INLAND +-117.48,33.93,31.0,2191.0,459.0,1564.0,450.0,2.6776,122000.0,INLAND +-117.47,33.92,18.0,3869.0,773.0,2500.0,726.0,3.6583,126100.0,INLAND +-117.49,33.93,26.0,2970.0,576.0,2156.0,558.0,3.9522,124600.0,INLAND +-117.47,33.91,21.0,3491.0,760.0,1920.0,669.0,2.2241,127300.0,INLAND +-117.46,33.9,10.0,9738.0,2130.0,4936.0,1840.0,3.3187,144800.0,INLAND +-117.48,33.89,14.0,10395.0,1799.0,6295.0,1855.0,4.7295,149900.0,INLAND +-117.49,33.9,7.0,10235.0,2238.0,5271.0,2094.0,3.6071,159100.0,INLAND +-117.48,33.91,22.0,3611.0,666.0,1869.0,649.0,4.2207,141100.0,INLAND +-117.44,33.88,5.0,2589.0,351.0,1109.0,360.0,6.8089,334100.0,INLAND +-117.51,33.89,16.0,5418.0,1005.0,2690.0,1088.0,4.0556,158000.0,INLAND +-117.51,33.88,24.0,3044.0,602.0,2541.0,564.0,4.131,123800.0,INLAND +-117.52,33.88,21.0,722.0,178.0,770.0,165.0,2.5656,102500.0,INLAND +-117.53,33.88,22.0,2855.0,667.0,2453.0,624.0,3.1312,91000.0,INLAND +-117.5,33.87,4.0,6755.0,1017.0,2866.0,850.0,5.0493,239800.0,INLAND +-117.56,33.88,36.0,838.0,210.0,722.0,180.0,2.4861,96200.0,INLAND +-117.58,33.89,14.0,1731.0,404.0,1269.0,351.0,2.3654,107900.0,INLAND +-117.55,33.88,19.0,2472.0,618.0,2143.0,610.0,2.2372,108800.0,INLAND +-117.57,33.87,33.0,2076.0,517.0,1374.0,480.0,2.2197,138200.0,INLAND +-117.56,33.88,40.0,1196.0,294.0,1052.0,258.0,2.0682,113000.0,INLAND +-117.57,33.88,35.0,1755.0,446.0,1453.0,428.0,2.316,119400.0,INLAND +-117.57,33.88,39.0,679.0,164.0,769.0,179.0,2.3036,110600.0,INLAND +-117.58,33.87,42.0,765.0,171.0,590.0,177.0,1.6875,113500.0,INLAND +-117.59,33.88,7.0,3586.0,959.0,2695.0,877.0,2.4387,117000.0,INLAND +-117.59,33.88,13.0,3239.0,849.0,2751.0,813.0,2.6111,107000.0,INLAND +-117.58,33.88,16.0,1739.0,478.0,1235.0,420.0,2.2969,116100.0,INLAND +-117.57,33.87,37.0,621.0,156.0,443.0,135.0,2.3333,122800.0,INLAND +-117.57,33.87,27.0,1786.0,287.0,939.0,278.0,5.1929,165000.0,INLAND +-117.58,33.87,17.0,2772.0,449.0,1685.0,461.0,5.0464,163900.0,INLAND +-117.58,33.87,30.0,701.0,131.0,356.0,125.0,3.2917,144300.0,INLAND +-117.58,33.87,34.0,1511.0,272.0,773.0,265.0,3.5313,142100.0,INLAND +-117.55,33.85,4.0,8207.0,1373.0,3887.0,1304.0,4.8686,195300.0,INLAND +-117.56,33.83,28.0,895.0,127.0,346.0,115.0,5.4788,339300.0,INLAND +-117.58,33.85,6.0,16431.0,2640.0,8222.0,2553.0,5.2861,195100.0,INLAND +-117.54,33.82,6.0,202.0,29.0,75.0,28.0,4.125,216700.0,INLAND +-117.55,33.83,6.0,502.0,76.0,228.0,65.0,4.2386,500001.0,INLAND +-117.6,33.85,9.0,6538.0,955.0,2928.0,892.0,5.3006,221400.0,<1H OCEAN +-117.56,33.86,25.0,6964.0,1066.0,3240.0,1036.0,5.2898,177100.0,INLAND +-117.55,33.87,18.0,8136.0,1584.0,4976.0,1516.0,3.9414,137100.0,INLAND +-117.64,33.88,13.0,8010.0,1366.0,3920.0,1309.0,5.536,204800.0,<1H OCEAN +-117.6,33.87,18.0,6450.0,1165.0,3716.0,1113.0,4.2721,150300.0,INLAND +-117.6,33.86,23.0,2949.0,473.0,1671.0,477.0,5.195,161000.0,INLAND +-117.6,33.87,15.0,7626.0,1570.0,3823.0,1415.0,3.4419,138100.0,INLAND +-117.64,33.87,2.0,17470.0,2727.0,5964.0,1985.0,6.2308,257900.0,<1H OCEAN +-117.52,33.84,20.0,688.0,146.0,575.0,144.0,3.55,111000.0,INLAND +-117.52,33.83,22.0,2397.0,400.0,1347.0,403.0,4.46,189800.0,INLAND +-117.53,33.83,7.0,2191.0,324.0,1156.0,310.0,5.5362,195600.0,INLAND +-117.54,33.76,5.0,5846.0,1035.0,3258.0,1001.0,4.7965,160800.0,<1H OCEAN +-117.52,33.82,14.0,3776.0,580.0,1877.0,559.0,5.1365,215000.0,INLAND +-117.36,33.88,15.0,2857.0,421.0,1361.0,382.0,4.6875,189800.0,INLAND +-117.33,33.9,2.0,12837.0,1842.0,4636.0,1453.0,5.1512,187800.0,INLAND +-117.34,33.89,17.0,2678.0,394.0,1225.0,367.0,5.363,211300.0,INLAND +-117.38,33.89,12.0,3964.0,524.0,1707.0,549.0,5.1624,267900.0,INLAND +-117.36,33.88,10.0,5600.0,848.0,2573.0,788.0,5.0346,240500.0,INLAND +-117.26,33.86,16.0,1171.0,235.0,659.0,216.0,3.1103,110000.0,INLAND +-117.33,33.87,14.0,2300.0,335.0,1001.0,311.0,5.1045,161300.0,INLAND +-117.3,33.85,15.0,3991.0,751.0,2317.0,657.0,2.9542,127900.0,INLAND +-117.28,33.85,16.0,3498.0,702.0,2372.0,672.0,2.3229,118000.0,INLAND +-117.43,33.81,13.0,4770.0,718.0,1985.0,662.0,4.2273,295200.0,INLAND +-117.4,33.76,8.0,1954.0,330.0,973.0,321.0,4.4875,249100.0,INLAND +-117.4,33.85,9.0,7538.0,1125.0,3450.0,1077.0,5.4625,223600.0,INLAND +-117.26,33.84,12.0,1159.0,209.0,523.0,159.0,2.7232,123200.0,INLAND +-117.32,33.87,15.0,826.0,138.0,440.0,134.0,4.8125,173900.0,INLAND +-117.28,33.89,33.0,6982.0,1371.0,5650.0,1195.0,2.5379,152700.0,INLAND +-117.34,33.96,15.0,6437.0,1298.0,2805.0,1205.0,4.1883,184500.0,INLAND +-117.32,33.96,19.0,3216.0,666.0,1363.0,629.0,3.7585,144500.0,INLAND +-117.34,33.94,20.0,4589.0,594.0,1660.0,595.0,7.4141,236500.0,INLAND +-117.34,33.94,13.0,7910.0,,3382.0,1176.0,5.5563,214500.0,INLAND +-117.31,33.94,7.0,11232.0,1791.0,4218.0,1644.0,5.2713,216500.0,INLAND +-117.33,33.98,52.0,1417.0,353.0,881.0,300.0,1.9531,162500.0,INLAND +-117.33,33.97,8.0,152.0,19.0,1275.0,20.0,1.625,162500.0,INLAND +-117.34,34.0,27.0,321.0,64.0,214.0,67.0,3.175,101600.0,INLAND +-117.34,33.98,10.0,17286.0,4952.0,9851.0,4616.0,1.7579,103400.0,INLAND +-117.32,33.99,27.0,5464.0,850.0,2400.0,836.0,4.711,133500.0,INLAND +-117.31,33.97,28.0,3420.0,691.0,1502.0,656.0,3.4896,140300.0,INLAND +-117.29,33.97,4.0,18767.0,3032.0,8805.0,2723.0,4.6667,160600.0,INLAND +-117.35,34.01,23.0,3707.0,769.0,1938.0,658.0,2.725,95300.0,INLAND +-117.34,34.02,28.0,2683.0,708.0,2047.0,636.0,2.275,85400.0,INLAND +-117.32,34.01,23.0,3021.0,527.0,1580.0,533.0,4.4063,129900.0,INLAND +-117.24,33.95,11.0,6617.0,1118.0,3710.0,1087.0,4.7877,132600.0,INLAND +-117.23,33.94,7.0,13195.0,2696.0,6763.0,2437.0,3.5851,142000.0,INLAND +-117.25,33.95,5.0,13096.0,2208.0,6780.0,2180.0,4.2775,138700.0,INLAND +-117.23,33.96,5.0,9179.0,1361.0,4573.0,1294.0,5.253,163300.0,INLAND +-117.21,33.95,5.0,8403.0,1240.0,3962.0,1150.0,5.2174,155500.0,INLAND +-117.14,33.94,5.0,4873.0,639.0,1947.0,568.0,6.3223,223200.0,INLAND +-117.21,33.97,3.0,18356.0,2537.0,8437.0,2342.0,5.6409,197700.0,INLAND +-117.28,33.94,10.0,972.0,212.0,773.0,219.0,1.3125,135700.0,INLAND +-117.28,33.92,35.0,3623.0,841.0,2721.0,766.0,2.1574,86900.0,INLAND +-117.27,33.92,13.0,8443.0,1744.0,4885.0,1470.0,3.0907,127200.0,INLAND +-117.27,33.93,2.0,337.0,55.0,115.0,49.0,3.1042,164800.0,INLAND +-117.24,33.94,15.0,1569.0,423.0,1123.0,369.0,1.6111,113900.0,INLAND +-117.24,33.93,12.0,7105.0,1447.0,4520.0,1333.0,3.2705,113200.0,INLAND +-117.25,33.93,8.0,10110.0,1761.0,5804.0,1703.0,4.2654,137600.0,INLAND +-117.25,33.92,7.0,9812.0,1914.0,5595.0,1729.0,4.1482,124600.0,INLAND +-117.23,33.91,9.0,11654.0,2100.0,7596.0,2127.0,4.0473,127200.0,INLAND +-117.23,33.89,5.0,11775.0,2031.0,6686.0,1911.0,4.1953,136600.0,INLAND +-117.23,33.94,8.0,2405.0,537.0,1594.0,517.0,3.0789,114200.0,INLAND +-117.22,33.93,14.0,5104.0,1026.0,3513.0,972.0,3.2148,117000.0,INLAND +-117.22,33.92,5.0,16884.0,2865.0,9509.0,2688.0,4.0938,130900.0,INLAND +-117.21,33.93,4.0,10002.0,1468.0,5439.0,1397.0,5.0223,152600.0,INLAND +-117.16,33.92,12.0,3236.0,502.0,1610.0,502.0,4.7568,143500.0,INLAND +-117.22,33.9,8.0,8302.0,1461.0,5155.0,1370.0,4.0467,121500.0,INLAND +-117.13,33.89,4.0,1611.0,239.0,275.0,84.0,3.5781,244400.0,INLAND +-117.19,33.9,3.0,21060.0,3366.0,9623.0,2812.0,4.189,143000.0,INLAND +-117.22,33.87,16.0,56.0,7.0,39.0,14.0,2.625,500001.0,INLAND +-117.24,33.85,8.0,1031.0,201.0,606.0,179.0,2.8194,136300.0,INLAND +-117.17,33.83,7.0,77.0,12.0,64.0,15.0,4.6,187500.0,INLAND +-117.2,33.83,14.0,1265.0,230.0,621.0,173.0,3.6618,161300.0,INLAND +-117.23,33.83,2.0,1424.0,251.0,681.0,192.0,4.0833,100000.0,INLAND +-117.21,33.82,2.0,4198.0,805.0,1943.0,673.0,3.9052,122100.0,INLAND +-117.22,33.81,4.0,9911.0,1946.0,5145.0,1661.0,3.4237,113700.0,INLAND +-117.21,33.71,16.0,8476.0,1758.0,2711.0,1427.0,2.1848,97900.0,<1H OCEAN +-117.2,33.72,8.0,5528.0,1073.0,1674.0,918.0,2.5335,110100.0,<1H OCEAN +-117.2,33.72,16.0,5373.0,1079.0,1573.0,933.0,1.9912,98600.0,<1H OCEAN +-117.2,33.71,24.0,4210.0,920.0,1283.0,829.0,2.0881,83300.0,<1H OCEAN +-117.2,33.7,23.0,6323.0,1196.0,1984.0,1124.0,2.3276,92400.0,<1H OCEAN +-117.19,33.7,24.0,5783.0,1256.0,1990.0,1151.0,1.9014,83500.0,<1H OCEAN +-117.19,33.69,3.0,6484.0,1037.0,3295.0,1074.0,4.5881,136400.0,<1H OCEAN +-117.27,33.68,8.0,26322.0,4072.0,9360.0,3361.0,5.3238,228900.0,<1H OCEAN +-117.25,33.7,10.0,5156.0,941.0,2294.0,747.0,3.58,113400.0,<1H OCEAN +-117.23,33.68,10.0,3659.0,650.0,1476.0,515.0,3.8869,125900.0,<1H OCEAN +-117.22,33.66,12.0,1869.0,356.0,1007.0,323.0,3.125,117200.0,<1H OCEAN +-117.17,33.66,2.0,7401.0,1187.0,2826.0,839.0,4.1386,177300.0,<1H OCEAN +-117.07,33.67,11.0,939.0,187.0,557.0,190.0,2.375,145800.0,INLAND +-117.11,33.83,14.0,2715.0,500.0,1540.0,464.0,3.8036,139600.0,INLAND +-117.11,33.78,13.0,1914.0,339.0,930.0,304.0,4.1875,161200.0,INLAND +-117.08,33.82,6.0,1771.0,293.0,935.0,279.0,4.065,148200.0,INLAND +-117.18,33.78,7.0,1697.0,424.0,808.0,354.0,1.3417,169300.0,INLAND +-117.11,33.75,17.0,4174.0,851.0,1845.0,780.0,2.2618,96100.0,INLAND +-117.16,33.76,11.0,4934.0,929.0,2508.0,840.0,2.625,155400.0,INLAND +-117.22,33.74,7.0,1810.0,386.0,931.0,355.0,2.5221,109200.0,<1H OCEAN +-117.06,33.78,17.0,2813.0,565.0,1345.0,488.0,2.5847,145300.0,INLAND +-117.14,33.81,13.0,4496.0,756.0,2044.0,695.0,3.2778,148800.0,INLAND +-117.22,33.8,3.0,5284.0,920.0,2703.0,729.0,4.0717,126500.0,INLAND +-117.09,33.71,13.0,1974.0,426.0,1276.0,408.0,1.972,90500.0,INLAND +-117.07,33.72,16.0,4928.0,960.0,2132.0,853.0,2.7983,112500.0,INLAND +-117.11,33.74,18.0,4799.0,1035.0,1966.0,944.0,2.1182,71300.0,INLAND +-117.15,33.7,2.0,6305.0,1265.0,2489.0,1152.0,3.1319,111500.0,INLAND +-117.16,33.73,10.0,2381.0,454.0,1323.0,477.0,2.6322,140700.0,INLAND +-117.23,33.79,17.0,3318.0,759.0,2016.0,673.0,2.2969,89300.0,INLAND +-117.23,33.78,23.0,3465.0,703.0,2672.0,607.0,1.9767,81500.0,INLAND +-117.23,33.77,5.0,2108.0,496.0,1666.0,461.0,2.0,83000.0,INLAND +-117.29,33.83,15.0,4173.0,804.0,2393.0,713.0,2.4662,118300.0,INLAND +-117.32,33.8,11.0,3196.0,576.0,1757.0,552.0,4.0982,173300.0,INLAND +-117.26,33.81,22.0,4249.0,922.0,2405.0,846.0,2.1549,146500.0,INLAND +-117.24,33.77,9.0,6907.0,1379.0,3665.0,1290.0,2.8401,104200.0,INLAND +-117.31,33.75,19.0,3173.0,678.0,2204.0,606.0,2.1484,129200.0,<1H OCEAN +-117.27,33.77,16.0,2876.0,576.0,1859.0,545.0,2.0878,101300.0,<1H OCEAN +-117.29,33.72,19.0,2248.0,427.0,1207.0,368.0,2.817,110000.0,<1H OCEAN +-117.28,33.72,11.0,1161.0,235.0,640.0,210.0,2.1667,114600.0,<1H OCEAN +-117.39,33.69,5.0,6529.0,997.0,3464.0,1006.0,5.3275,168700.0,<1H OCEAN +-117.37,33.7,8.0,4345.0,865.0,2425.0,785.0,3.2481,123800.0,<1H OCEAN +-117.34,33.71,10.0,2591.0,486.0,1255.0,425.0,3.1513,154300.0,<1H OCEAN +-117.31,33.67,9.0,981.0,169.0,596.0,156.0,3.1832,157400.0,<1H OCEAN +-117.35,33.69,11.0,1229.0,236.0,581.0,190.0,3.102,111300.0,<1H OCEAN +-117.33,33.67,27.0,4376.0,1003.0,2667.0,870.0,1.9194,100600.0,<1H OCEAN +-117.35,33.68,10.0,516.0,107.0,282.0,96.0,4.2788,125000.0,<1H OCEAN +-117.38,33.67,9.0,13288.0,2728.0,7235.0,2350.0,3.375,131800.0,<1H OCEAN +-117.38,33.67,17.0,10145.0,2306.0,4776.0,1749.0,2.2423,132600.0,<1H OCEAN +-117.35,33.64,23.0,6859.0,1535.0,3405.0,1351.0,2.5395,109200.0,<1H OCEAN +-117.29,33.63,7.0,16010.0,2726.0,7139.0,2426.0,3.8056,162200.0,<1H OCEAN +-117.28,33.66,15.0,4573.0,928.0,2513.0,832.0,2.6949,163600.0,<1H OCEAN +-117.43,33.55,8.0,446.0,62.0,188.0,68.0,9.4356,465600.0,<1H OCEAN +-117.36,33.6,10.0,4097.0,813.0,2082.0,731.0,3.2258,159300.0,<1H OCEAN +-117.25,33.65,10.0,1652.0,316.0,725.0,233.0,3.5125,155600.0,<1H OCEAN +-117.19,33.64,12.0,1481.0,265.0,757.0,243.0,3.235,210700.0,<1H OCEAN +-117.21,33.61,7.0,7722.0,1324.0,2975.0,1161.0,3.6273,150900.0,<1H OCEAN +-117.2,33.58,2.0,30450.0,5033.0,9419.0,3197.0,4.5936,174300.0,<1H OCEAN +-117.16,33.61,3.0,2744.0,428.0,1223.0,366.0,4.7944,215300.0,<1H OCEAN +-117.12,33.61,2.0,2569.0,431.0,1232.0,388.0,4.3651,145600.0,<1H OCEAN +-117.16,33.57,2.0,20391.0,3245.0,7132.0,2716.0,3.9443,187300.0,<1H OCEAN +-117.16,33.54,4.0,4952.0,1000.0,2912.0,943.0,3.7538,147500.0,<1H OCEAN +-117.05,33.52,5.0,3471.0,530.0,1541.0,502.0,4.8083,347700.0,<1H OCEAN +-116.96,33.52,9.0,2802.0,471.0,1155.0,421.0,4.125,392100.0,INLAND +-117.1,33.56,6.0,1868.0,289.0,750.0,247.0,4.3833,307600.0,<1H OCEAN +-117.02,33.6,7.0,1972.0,352.0,964.0,317.0,3.244,337200.0,INLAND +-116.96,33.62,8.0,1003.0,167.0,388.0,140.0,4.2917,221900.0,INLAND +-117.22,33.48,5.0,1585.0,247.0,510.0,181.0,6.9136,493300.0,<1H OCEAN +-117.19,33.53,6.0,108.0,18.0,43.0,17.0,3.475,187500.0,<1H OCEAN +-117.18,33.51,13.0,270.0,42.0,120.0,42.0,6.993,500001.0,<1H OCEAN +-117.12,33.49,4.0,21988.0,4055.0,8824.0,3252.0,3.9963,191100.0,<1H OCEAN +-117.12,33.52,4.0,30401.0,4957.0,13251.0,4339.0,4.5841,212300.0,<1H OCEAN +-117.15,33.45,4.0,9089.0,1413.0,3886.0,1243.0,4.6904,174200.0,<1H OCEAN +-116.99,33.46,13.0,1614.0,410.0,846.0,270.0,2.83,43000.0,<1H OCEAN +-117.23,33.57,6.0,13724.0,2269.0,5860.0,1986.0,3.9617,183000.0,<1H OCEAN +-117.27,33.55,4.0,6112.0,890.0,2088.0,712.0,5.5351,429000.0,<1H OCEAN +-117.32,33.51,4.0,966.0,133.0,311.0,92.0,5.2066,500001.0,<1H OCEAN +-117.02,33.71,6.0,8278.0,1579.0,3062.0,1446.0,3.0043,134700.0,INLAND +-116.91,33.71,19.0,6807.0,1164.0,2703.0,1055.0,3.1591,189700.0,INLAND +-116.89,33.73,15.0,2094.0,316.0,937.0,277.0,5.3623,201300.0,INLAND +-116.95,33.68,11.0,1183.0,178.0,543.0,147.0,4.4792,173900.0,INLAND +-116.9,33.65,15.0,652.0,149.0,248.0,97.0,2.1071,93800.0,INLAND +-116.92,33.63,18.0,397.0,89.0,239.0,80.0,2.8125,143800.0,INLAND +-116.99,33.73,13.0,16148.0,3474.0,6159.0,3232.0,1.9961,97800.0,INLAND +-116.9,33.74,14.0,2281.0,426.0,894.0,430.0,2.3712,127900.0,INLAND +-116.95,33.75,19.0,2238.0,573.0,1190.0,507.0,2.0714,85800.0,INLAND +-116.95,33.75,23.0,4676.0,1096.0,2770.0,1057.0,1.7847,109500.0,INLAND +-116.93,33.75,14.0,6027.0,1148.0,3136.0,1036.0,2.964,121500.0,INLAND +-116.93,33.74,15.0,3757.0,666.0,1693.0,654.0,3.6806,112800.0,INLAND +-116.95,33.74,20.0,2233.0,431.0,1024.0,399.0,2.4554,89400.0,INLAND +-116.96,33.73,20.0,4735.0,973.0,2306.0,904.0,3.069,87000.0,INLAND +-116.95,33.73,21.0,4587.0,810.0,2233.0,765.0,3.2371,94500.0,INLAND +-116.95,33.74,18.0,1996.0,405.0,1270.0,400.0,2.7083,91200.0,INLAND +-116.94,33.74,19.0,2901.0,445.0,1414.0,475.0,4.6406,118900.0,INLAND +-116.94,33.73,17.0,5160.0,851.0,2344.0,781.0,3.7175,120000.0,INLAND +-116.93,33.73,13.0,3603.0,573.0,1644.0,515.0,4.0433,132300.0,INLAND +-116.96,33.75,35.0,3269.0,757.0,2328.0,705.0,2.5898,76300.0,INLAND +-116.97,33.74,31.0,2712.0,628.0,1519.0,629.0,1.942,86200.0,INLAND +-116.97,33.75,22.0,3740.0,965.0,2011.0,824.0,1.3039,77500.0,INLAND +-116.99,33.75,18.0,9601.0,2401.0,4002.0,2106.0,1.4366,77000.0,INLAND +-116.98,33.74,25.0,4952.0,1062.0,1589.0,1024.0,1.8446,85700.0,INLAND +-116.97,33.74,20.0,3674.0,792.0,1498.0,758.0,2.2161,76900.0,INLAND +-116.96,33.74,19.0,3649.0,755.0,1717.0,696.0,2.2115,87600.0,INLAND +-116.94,33.77,14.0,7240.0,1410.0,2708.0,1240.0,2.4145,137600.0,INLAND +-117.01,33.75,15.0,2873.0,903.0,1094.0,659.0,1.8015,105100.0,INLAND +-116.95,33.76,10.0,6890.0,1702.0,3141.0,1451.0,1.7079,95900.0,INLAND +-116.98,33.77,12.0,5829.0,1309.0,2711.0,1118.0,1.9707,107900.0,INLAND +-116.99,33.76,12.0,7626.0,1704.0,2823.0,1554.0,2.1722,69400.0,INLAND +-117.0,33.74,8.0,5330.0,1529.0,2143.0,1107.0,2.1103,94400.0,INLAND +-117.02,33.73,14.0,3700.0,750.0,1171.0,695.0,1.9476,112500.0,INLAND +-116.99,33.77,7.0,10352.0,2007.0,3559.0,1689.0,2.2925,113100.0,INLAND +-117.02,33.76,20.0,1317.0,203.0,453.0,158.0,2.8393,120700.0,INLAND +-116.98,33.83,15.0,2228.0,472.0,653.0,350.0,2.683,139300.0,INLAND +-117.02,33.81,10.0,6317.0,1335.0,2625.0,1094.0,2.3,108900.0,INLAND +-116.95,33.79,8.0,10997.0,2205.0,5060.0,1949.0,2.1979,95300.0,INLAND +-116.95,33.79,20.0,2399.0,546.0,1726.0,542.0,1.8845,77700.0,INLAND +-116.96,33.79,21.0,2990.0,691.0,2108.0,660.0,2.0135,83000.0,INLAND +-116.97,33.78,24.0,2680.0,606.0,1728.0,527.0,2.535,74800.0,INLAND +-116.95,33.78,24.0,3409.0,804.0,1939.0,739.0,1.7303,74000.0,INLAND +-116.89,33.79,12.0,701.0,130.0,434.0,110.0,2.0577,56700.0,INLAND +-116.87,33.76,5.0,4116.0,761.0,1714.0,717.0,2.5612,130800.0,INLAND +-116.88,33.74,20.0,3111.0,623.0,1000.0,508.0,1.5982,140000.0,INLAND +-116.89,33.75,23.0,2719.0,538.0,930.0,485.0,2.0154,81700.0,INLAND +-116.91,33.75,13.0,10886.0,2127.0,4266.0,1955.0,2.3169,123400.0,INLAND +-116.86,33.73,13.0,2604.0,443.0,978.0,417.0,2.933,170700.0,INLAND +-117.04,34.0,25.0,3750.0,781.0,1594.0,785.0,2.4167,104900.0,INLAND +-117.06,34.0,33.0,1575.0,326.0,879.0,282.0,2.5357,94400.0,INLAND +-117.04,34.0,21.0,4624.0,852.0,2174.0,812.0,3.5255,132100.0,INLAND +-116.99,33.99,22.0,4227.0,658.0,1849.0,619.0,4.7356,195900.0,INLAND +-117.01,33.97,18.0,4775.0,886.0,1868.0,836.0,2.3355,118800.0,INLAND +-116.95,33.97,14.0,5320.0,974.0,1947.0,843.0,3.1393,116300.0,INLAND +-116.97,33.96,12.0,5876.0,1222.0,2992.0,1151.0,2.4322,112100.0,INLAND +-117.11,33.98,25.0,1254.0,312.0,715.0,301.0,2.7344,149000.0,INLAND +-117.02,33.95,5.0,1822.0,367.0,798.0,313.0,2.8783,105200.0,INLAND +-117.03,33.89,6.0,78.0,11.0,27.0,10.0,3.125,187500.0,INLAND +-116.96,33.94,22.0,1999.0,497.0,1304.0,479.0,1.4063,81900.0,INLAND +-116.99,33.92,26.0,503.0,69.0,293.0,59.0,3.7083,147500.0,INLAND +-116.86,33.97,11.0,658.0,131.0,376.0,120.0,2.3977,58000.0,INLAND +-116.79,33.99,16.0,319.0,68.0,212.0,67.0,1.4688,90000.0,INLAND +-116.77,33.92,19.0,2307.0,525.0,1266.0,437.0,1.6875,63000.0,INLAND +-116.81,33.9,17.0,2009.0,469.0,820.0,381.0,1.3286,81800.0,INLAND +-116.89,33.86,2.0,6900.0,1238.0,1950.0,980.0,3.0417,146300.0,INLAND +-116.95,33.86,1.0,6.0,2.0,8.0,2.0,1.625,55000.0,INLAND +-116.86,33.84,18.0,521.0,118.0,174.0,74.0,2.7788,91100.0,INLAND +-116.98,33.94,27.0,3459.0,640.0,1760.0,654.0,3.4545,89800.0,INLAND +-116.98,33.93,40.0,2277.0,498.0,1391.0,453.0,1.9472,73200.0,INLAND +-116.97,33.94,29.0,3197.0,632.0,1722.0,603.0,3.0432,91200.0,INLAND +-116.97,33.93,29.0,2793.0,722.0,1583.0,626.0,1.424,73200.0,INLAND +-116.98,33.93,33.0,376.0,83.0,267.0,88.0,2.1581,68300.0,INLAND +-116.9,33.98,30.0,3915.0,672.0,1820.0,643.0,3.6339,98600.0,INLAND +-116.93,33.93,13.0,7804.0,1594.0,3297.0,1469.0,2.0549,95600.0,INLAND +-116.89,33.93,29.0,4549.0,916.0,2494.0,912.0,2.0976,72600.0,INLAND +-116.88,33.93,37.0,1495.0,429.0,865.0,342.0,1.2188,55000.0,INLAND +-116.9,33.93,34.0,3183.0,738.0,1820.0,647.0,2.2321,71800.0,INLAND +-116.91,34.0,18.0,553.0,100.0,215.0,82.0,5.5,193800.0,INLAND +-116.87,33.94,35.0,4448.0,906.0,2736.0,843.0,2.218,73400.0,INLAND +-116.87,33.93,32.0,3141.0,812.0,2589.0,721.0,1.4556,54600.0,INLAND +-116.87,33.91,37.0,1858.0,361.0,1632.0,310.0,2.7536,73100.0,INLAND +-116.89,33.92,10.0,2653.0,621.0,1967.0,598.0,2.6643,81000.0,INLAND +-116.75,33.83,16.0,5277.0,1070.0,657.0,276.0,3.3333,143400.0,INLAND +-116.8,33.8,35.0,324.0,63.0,158.0,39.0,3.4167,100000.0,INLAND +-116.71,33.75,25.0,10665.0,2161.0,1874.0,852.0,3.0625,150500.0,INLAND +-116.68,33.71,21.0,3460.0,711.0,658.0,255.0,3.5882,161100.0,INLAND +-116.74,33.62,11.0,2385.0,661.0,682.0,242.0,2.9141,214300.0,INLAND +-116.8,33.52,3.0,830.0,145.0,272.0,104.0,3.8281,163500.0,INLAND +-116.89,33.48,14.0,1016.0,219.0,443.0,169.0,2.8071,137500.0,INLAND +-116.87,33.57,12.0,1153.0,265.0,446.0,195.0,3.038,128100.0,INLAND +-116.72,33.56,13.0,3166.0,682.0,1250.0,475.0,2.355,122900.0,INLAND +-116.48,33.61,8.0,1294.0,272.0,457.0,199.0,2.9167,115300.0,INLAND +-116.57,33.64,10.0,489.0,82.0,183.0,74.0,6.2702,345500.0,INLAND +-116.76,33.46,6.0,1251.0,268.0,544.0,216.0,3.0694,173400.0,INLAND +-116.42,33.51,26.0,186.0,48.0,102.0,39.0,2.5625,103100.0,INLAND +-116.6,33.49,16.0,3730.0,827.0,1346.0,592.0,2.183,113500.0,INLAND +-116.69,33.5,13.0,1187.0,255.0,442.0,179.0,1.9107,155700.0,INLAND +-116.39,33.82,15.0,11115.0,2257.0,4122.0,1653.0,2.7219,74400.0,INLAND +-116.71,33.94,12.0,549.0,109.0,209.0,90.0,3.0208,66300.0,INLAND +-116.51,33.89,21.0,1284.0,306.0,537.0,233.0,1.95,61000.0,INLAND +-116.61,33.93,35.0,321.0,71.0,157.0,61.0,2.8056,68100.0,INLAND +-116.57,33.94,29.0,551.0,166.0,224.0,107.0,1.1917,50000.0,INLAND +-116.57,34.0,20.0,260.0,67.0,69.0,50.0,3.5208,76600.0,INLAND +-116.44,33.93,17.0,5293.0,1266.0,1201.0,599.0,1.6849,88400.0,INLAND +-116.36,33.88,11.0,12557.0,3098.0,2453.0,1232.0,1.7844,78500.0,INLAND +-116.52,33.97,13.0,3921.0,754.0,1902.0,665.0,3.3616,89600.0,INLAND +-116.51,33.96,16.0,4913.0,1395.0,2518.0,1132.0,1.4665,61100.0,INLAND +-116.53,33.95,18.0,2990.0,648.0,1280.0,532.0,2.625,68200.0,INLAND +-116.5,33.95,10.0,7249.0,1882.0,4274.0,1621.0,1.6983,66600.0,INLAND +-116.51,33.94,12.0,3369.0,780.0,1315.0,584.0,1.7388,66000.0,INLAND +-116.48,33.96,11.0,1381.0,300.0,644.0,248.0,2.3382,89400.0,INLAND +-116.47,33.94,18.0,2233.0,471.0,919.0,388.0,3.2578,85200.0,INLAND +-116.48,33.94,10.0,3254.0,913.0,923.0,486.0,1.8,81000.0,INLAND +-116.5,33.98,5.0,4332.0,868.0,1420.0,567.0,4.0417,146400.0,INLAND +-116.51,33.84,16.0,980.0,193.0,454.0,185.0,4.0729,100000.0,INLAND +-116.63,33.89,22.0,1540.0,364.0,610.0,268.0,1.5227,71000.0,INLAND +-116.52,33.84,17.0,4465.0,859.0,853.0,445.0,3.6875,130400.0,INLAND +-116.54,33.87,16.0,3648.0,1035.0,1687.0,581.0,1.9167,70400.0,INLAND +-116.57,33.84,18.0,7962.0,1652.0,2009.0,921.0,3.3897,230200.0,INLAND +-116.53,33.85,16.0,10077.0,2186.0,3048.0,1337.0,2.9647,110900.0,INLAND +-116.55,33.84,28.0,2992.0,562.0,676.0,346.0,5.7613,500001.0,INLAND +-116.53,33.84,28.0,8399.0,1839.0,3470.0,1340.0,2.5885,159000.0,INLAND +-116.52,33.85,13.0,7559.0,1444.0,3189.0,1105.0,3.4886,112500.0,INLAND +-116.5,33.82,16.0,343.0,85.0,29.0,14.0,2.1042,87500.0,INLAND +-116.49,33.82,27.0,3316.0,636.0,2362.0,532.0,2.9569,65900.0,INLAND +-116.52,33.82,21.0,10227.0,2315.0,3623.0,1734.0,2.5212,145200.0,INLAND +-116.54,33.82,12.0,9482.0,2501.0,2725.0,1300.0,1.5595,115600.0,INLAND +-116.56,33.83,36.0,1765.0,399.0,451.0,264.0,2.6083,321900.0,INLAND +-116.48,33.8,15.0,3004.0,615.0,437.0,210.0,3.6667,90000.0,INLAND +-116.5,33.81,26.0,5032.0,1229.0,3086.0,1183.0,2.5399,94800.0,INLAND +-116.52,33.81,12.0,12396.0,2552.0,2548.0,1265.0,3.4394,162200.0,INLAND +-116.54,33.81,31.0,6814.0,1714.0,2628.0,1341.0,2.1176,124100.0,INLAND +-116.54,33.81,24.0,6087.0,1217.0,1721.0,833.0,3.1493,199400.0,INLAND +-116.49,33.8,13.0,8789.0,1875.0,1274.0,688.0,3.7396,148900.0,INLAND +-116.54,33.8,22.0,6050.0,1387.0,1432.0,890.0,2.2216,183900.0,INLAND +-116.57,33.76,25.0,2616.0,547.0,581.0,343.0,3.1364,301600.0,INLAND +-116.5,33.69,20.0,4810.0,1074.0,1304.0,740.0,2.25,248100.0,INLAND +-116.54,33.79,18.0,9374.0,1780.0,1678.0,919.0,3.9737,235600.0,INLAND +-116.53,33.78,18.0,2547.0,463.0,411.0,214.0,2.5489,220500.0,INLAND +-116.53,33.88,5.0,4423.0,763.0,1906.0,667.0,4.6855,125200.0,INLAND +-116.48,33.84,5.0,5480.0,1371.0,1050.0,485.0,1.7204,137500.0,INLAND +-116.48,33.79,14.0,9425.0,2020.0,1711.0,1000.0,2.6298,145200.0,INLAND +-116.47,33.84,3.0,9169.0,1512.0,3838.0,1270.0,4.3111,142500.0,INLAND +-116.46,33.82,6.0,4863.0,920.0,3010.0,828.0,3.9508,104200.0,INLAND +-116.47,33.81,7.0,10105.0,2481.0,6274.0,2095.0,2.4497,90900.0,INLAND +-116.46,33.79,10.0,6960.0,1487.0,1130.0,661.0,2.1411,136400.0,INLAND +-116.43,33.81,8.0,6710.0,1343.0,2069.0,781.0,3.5223,115100.0,INLAND +-116.42,33.79,12.0,7095.0,1260.0,1179.0,570.0,4.9444,285000.0,INLAND +-116.43,33.78,17.0,4293.0,712.0,1091.0,464.0,6.1437,232100.0,INLAND +-116.45,33.78,16.0,5228.0,992.0,1177.0,639.0,3.0859,134600.0,INLAND +-116.42,33.76,14.0,16921.0,2837.0,2524.0,1262.0,7.6281,341700.0,INLAND +-116.4,33.78,8.0,3059.0,500.0,612.0,208.0,6.8729,259200.0,INLAND +-116.45,33.8,9.0,5534.0,1206.0,2283.0,1008.0,3.6161,99100.0,INLAND +-116.36,33.78,6.0,24121.0,4522.0,4176.0,2221.0,3.3799,239300.0,INLAND +-116.38,33.74,7.0,17579.0,3479.0,3581.0,1820.0,4.084,194500.0,INLAND +-116.33,33.75,5.0,19107.0,3923.0,2880.0,1376.0,4.036,158500.0,INLAND +-116.31,33.73,19.0,12467.0,2508.0,4086.0,1761.0,3.2846,131900.0,INLAND +-116.46,33.78,25.0,1137.0,414.0,604.0,240.0,1.3801,55000.0,INLAND +-116.46,33.78,33.0,2565.0,745.0,2301.0,638.0,2.5477,83000.0,INLAND +-116.47,33.77,26.0,4300.0,767.0,1557.0,669.0,4.4107,122500.0,INLAND +-116.47,33.78,27.0,1781.0,441.0,759.0,340.0,3.3162,113600.0,INLAND +-116.38,33.73,10.0,11836.0,2405.0,3811.0,1570.0,4.0079,134500.0,INLAND +-116.37,33.72,17.0,8626.0,1859.0,3497.0,1337.0,3.312,121300.0,INLAND +-116.39,33.72,19.0,7646.0,1618.0,2496.0,1075.0,3.5569,128000.0,INLAND +-116.38,33.71,17.0,12509.0,2460.0,2737.0,1423.0,4.5556,258100.0,INLAND +-116.39,33.69,10.0,11659.0,2007.0,2186.0,1083.0,6.9833,238800.0,INLAND +-116.37,33.72,19.0,6190.0,1355.0,2242.0,1043.0,3.0021,152300.0,INLAND +-116.44,33.77,18.0,4872.0,1110.0,955.0,656.0,2.2439,97500.0,INLAND +-116.43,33.75,24.0,2596.0,438.0,473.0,237.0,3.7727,500001.0,INLAND +-116.44,33.74,5.0,846.0,249.0,117.0,67.0,7.9885,403300.0,INLAND +-116.41,33.74,25.0,2475.0,476.0,910.0,387.0,3.3639,168800.0,INLAND +-116.41,33.74,17.0,4289.0,893.0,958.0,440.0,2.4659,177800.0,INLAND +-116.42,33.68,15.0,3895.0,782.0,900.0,529.0,2.2208,138300.0,INLAND +-116.37,33.69,7.0,8806.0,1542.0,858.0,448.0,7.8005,318100.0,INLAND +-116.33,33.72,11.0,12327.0,2000.0,2450.0,1139.0,7.4382,353100.0,INLAND +-116.29,33.67,12.0,5048.0,842.0,883.0,391.0,5.6918,231300.0,INLAND +-116.3,33.68,10.0,2387.0,481.0,863.0,304.0,2.8882,137500.0,INLAND +-116.31,33.67,15.0,2214.0,410.0,1152.0,350.0,2.9187,93400.0,INLAND +-116.31,33.67,11.0,4686.0,851.0,2466.0,731.0,3.3333,91800.0,INLAND +-116.31,33.66,7.0,4497.0,831.0,2248.0,713.0,3.6354,98000.0,INLAND +-116.31,33.65,8.0,3079.0,558.0,1572.0,474.0,4.5938,102600.0,INLAND +-116.26,33.72,10.0,9404.0,1827.0,3208.0,1283.0,3.1086,105800.0,INLAND +-116.25,33.69,5.0,1664.0,444.0,907.0,374.0,2.7667,92900.0,INLAND +-116.22,33.7,9.0,3861.0,849.0,825.0,401.0,3.2833,124700.0,INLAND +-116.24,33.76,9.0,1961.0,595.0,966.0,275.0,3.8125,96700.0,INLAND +-116.29,33.74,6.0,12991.0,2555.0,4571.0,1926.0,4.7195,199300.0,INLAND +-116.29,33.72,5.0,3584.0,760.0,1097.0,470.0,3.1771,167400.0,INLAND +-116.25,33.81,24.0,880.0,187.0,507.0,169.0,3.4583,67500.0,INLAND +-116.25,33.75,33.0,278.0,91.0,375.0,81.0,2.025,50000.0,INLAND +-116.24,33.72,25.0,5236.0,1039.0,2725.0,935.0,3.775,93400.0,INLAND +-116.24,33.71,10.0,9033.0,2224.0,5525.0,1845.0,2.7598,95000.0,INLAND +-116.24,33.73,14.0,2774.0,566.0,1530.0,505.0,3.0682,104100.0,INLAND +-116.22,33.74,26.0,4120.0,858.0,2918.0,815.0,3.3107,69400.0,INLAND +-116.21,33.75,22.0,894.0,,830.0,202.0,3.0673,68200.0,INLAND +-116.21,33.72,28.0,2488.0,714.0,2891.0,676.0,2.3169,68900.0,INLAND +-116.22,33.73,38.0,1695.0,352.0,1279.0,305.0,2.1217,68500.0,INLAND +-116.23,33.73,29.0,1133.0,221.0,918.0,239.0,2.8648,72100.0,INLAND +-116.21,33.71,19.0,3114.0,787.0,3157.0,772.0,1.7083,82200.0,INLAND +-116.22,33.72,28.0,826.0,258.0,979.0,245.0,1.7172,58800.0,INLAND +-116.2,33.7,26.0,2399.0,625.0,2654.0,535.0,2.2989,60600.0,INLAND +-116.23,33.72,32.0,4981.0,1326.0,3779.0,1186.0,1.7805,76900.0,INLAND +-116.23,33.71,17.0,4874.0,1349.0,5032.0,1243.0,2.444,90000.0,INLAND +-116.15,33.69,22.0,197.0,54.0,331.0,70.0,2.9286,112500.0,INLAND +-116.11,33.64,20.0,1273.0,354.0,1548.0,355.0,2.0871,84700.0,INLAND +-116.15,33.64,10.0,1711.0,499.0,1896.0,443.0,1.6557,65400.0,INLAND +-116.2,33.63,23.0,1152.0,273.0,1077.0,235.0,2.5,96300.0,INLAND +-116.21,33.66,19.0,1596.0,295.0,1201.0,282.0,3.8846,100900.0,INLAND +-116.21,33.68,34.0,584.0,176.0,625.0,166.0,1.5809,100000.0,INLAND +-116.25,33.68,16.0,926.0,189.0,238.0,118.0,3.0114,366700.0,INLAND +-116.26,33.65,3.0,7437.0,1222.0,574.0,302.0,10.2948,382400.0,INLAND +-116.17,33.53,13.0,1713.0,512.0,1978.0,442.0,2.1287,58600.0,INLAND +-116.12,33.53,17.0,2421.0,820.0,2971.0,685.0,1.654,100000.0,INLAND +-116.01,33.51,24.0,2985.0,958.0,4042.0,905.0,1.7344,66400.0,INLAND +-115.84,33.49,20.0,1660.0,379.0,637.0,250.0,2.0347,68900.0,INLAND +-116.16,33.68,12.0,1230.0,277.0,1334.0,260.0,2.2679,61400.0,INLAND +-116.17,33.67,18.0,3585.0,800.0,3873.0,788.0,2.5714,65900.0,INLAND +-116.17,33.66,22.0,639.0,203.0,664.0,153.0,1.9306,47500.0,INLAND +-116.19,33.67,16.0,1859.0,476.0,1994.0,477.0,1.7297,67500.0,INLAND +-116.18,33.67,25.0,2888.0,654.0,2940.0,660.0,2.2141,66700.0,INLAND +-116.18,33.69,17.0,89.0,19.0,79.0,21.0,2.375,155000.0,INLAND +-116.19,33.69,11.0,5692.0,1346.0,5682.0,1273.0,2.5383,74000.0,INLAND +-116.08,33.86,16.0,381.0,89.0,182.0,75.0,2.425,76100.0,INLAND +-115.22,33.54,18.0,1706.0,397.0,3424.0,283.0,1.625,53500.0,INLAND +-114.67,33.92,17.0,97.0,24.0,29.0,15.0,1.2656,27500.0,INLAND +-115.58,33.88,21.0,1161.0,282.0,724.0,186.0,3.1827,71700.0,INLAND +-114.98,33.82,15.0,644.0,129.0,137.0,52.0,3.2097,71300.0,INLAND +-114.49,33.97,17.0,2809.0,635.0,83.0,45.0,1.6154,87500.0,INLAND +-114.65,33.6,28.0,1678.0,322.0,666.0,256.0,2.9653,94900.0,INLAND +-114.68,33.49,20.0,1491.0,360.0,1135.0,303.0,1.6395,44400.0,INLAND +-114.56,33.69,17.0,720.0,174.0,333.0,117.0,1.6509,85700.0,INLAND +-114.57,33.64,14.0,1501.0,337.0,515.0,226.0,3.1917,73400.0,INLAND +-114.57,33.57,20.0,1454.0,326.0,624.0,262.0,1.925,65500.0,INLAND +-114.57,33.52,27.0,173.0,35.0,117.0,34.0,2.0833,45000.0,INLAND +-114.59,33.61,34.0,4789.0,1175.0,3134.0,1056.0,2.1782,58400.0,INLAND +-114.61,33.62,16.0,1187.0,261.0,1115.0,242.0,2.1759,61500.0,INLAND +-114.6,33.62,16.0,3741.0,801.0,2434.0,824.0,2.6797,86500.0,INLAND +-114.58,33.63,29.0,1387.0,236.0,671.0,239.0,3.3438,74000.0,INLAND +-114.62,33.62,26.0,18.0,3.0,5.0,3.0,0.536,275000.0,INLAND +-114.58,33.61,25.0,2907.0,680.0,1841.0,633.0,2.6768,82400.0,INLAND +-114.6,33.6,21.0,1988.0,483.0,1182.0,437.0,1.625,62000.0,INLAND +-121.43,38.58,35.0,5298.0,954.0,1933.0,918.0,3.9167,155700.0,INLAND +-121.43,38.57,38.0,2507.0,446.0,888.0,448.0,4.0972,163700.0,INLAND +-121.42,38.57,38.0,1878.0,338.0,710.0,342.0,3.7731,161400.0,INLAND +-121.44,38.58,43.0,1806.0,339.0,764.0,341.0,3.9271,147100.0,INLAND +-121.43,38.57,46.0,2443.0,476.0,939.0,457.0,3.5893,142000.0,INLAND +-121.44,38.57,52.0,3080.0,545.0,975.0,495.0,3.776,164500.0,INLAND +-121.44,38.58,42.0,2334.0,435.0,892.0,446.0,3.0208,148800.0,INLAND +-121.45,38.58,44.0,2314.0,415.0,796.0,388.0,3.4914,153900.0,INLAND +-121.45,38.57,48.0,1962.0,356.0,704.0,362.0,3.5313,147900.0,INLAND +-121.46,38.58,52.0,4408.0,807.0,1604.0,777.0,3.8914,181600.0,INLAND +-121.46,38.58,40.0,1394.0,397.0,689.0,353.0,1.7765,109800.0,INLAND +-121.47,38.58,44.0,2092.0,555.0,878.0,528.0,1.5922,115100.0,INLAND +-121.47,38.58,43.0,3807.0,952.0,1484.0,850.0,2.3266,137500.0,INLAND +-121.47,38.58,52.0,2035.0,483.0,904.0,459.0,2.6976,109300.0,INLAND +-121.48,38.58,52.0,576.0,146.0,273.0,127.0,2.01,94300.0,INLAND +-121.48,38.58,48.0,2434.0,744.0,1281.0,662.0,1.6277,140600.0,INLAND +-121.49,38.58,52.0,2151.0,664.0,1146.0,603.0,1.4034,90300.0,INLAND +-121.48,38.59,52.0,1186.0,341.0,1038.0,320.0,1.6116,70500.0,INLAND +-121.49,38.59,20.0,463.0,180.0,486.0,190.0,1.0313,85000.0,INLAND +-121.49,38.58,52.0,1000.0,324.0,456.0,250.0,1.4375,168800.0,INLAND +-121.5,38.58,5.0,761.0,306.0,2031.0,295.0,0.7526,162500.0,INLAND +-121.5,38.58,20.0,4018.0,1220.0,1570.0,1122.0,2.5821,125000.0,INLAND +-121.5,38.57,9.0,745.0,175.0,297.0,160.0,3.358,77500.0,INLAND +-121.49,38.58,52.0,569.0,405.0,509.0,367.0,0.9196,137500.0,INLAND +-121.48,38.58,42.0,1823.0,566.0,761.0,503.0,1.245,137500.0,INLAND +-121.48,38.57,47.0,2438.0,804.0,1148.0,747.0,1.4301,141700.0,INLAND +-121.48,38.57,52.0,567.0,193.0,272.0,187.0,1.625,187500.0,INLAND +-121.49,38.57,49.0,1334.0,492.0,634.0,421.0,1.7568,93800.0,INLAND +-121.49,38.57,38.0,2410.0,967.0,1091.0,829.0,1.2209,87900.0,INLAND +-121.47,38.57,39.0,1360.0,368.0,589.0,338.0,2.1691,150000.0,INLAND +-121.47,38.57,48.0,3136.0,926.0,1443.0,877.0,1.9034,123900.0,INLAND +-121.48,38.57,38.0,2809.0,805.0,1243.0,785.0,1.8512,114100.0,INLAND +-121.47,38.57,52.0,438.0,103.0,176.0,99.0,3.0217,200000.0,INLAND +-121.47,38.57,50.0,3233.0,968.0,1223.0,837.0,1.2041,168100.0,INLAND +-121.48,38.58,52.0,2501.0,757.0,1081.0,708.0,1.5872,157500.0,INLAND +-121.45,38.57,52.0,2006.0,412.0,825.0,384.0,3.2963,236100.0,INLAND +-121.45,38.56,52.0,3170.0,476.0,1027.0,457.0,4.63,233800.0,INLAND +-121.46,38.56,52.0,1750.0,372.0,764.0,369.0,2.9191,111800.0,INLAND +-121.46,38.57,52.0,810.0,172.0,326.0,151.0,3.1583,140000.0,INLAND +-121.46,38.57,52.0,893.0,159.0,367.0,160.0,3.2386,213200.0,INLAND +-121.46,38.57,52.0,1917.0,367.0,722.0,358.0,3.1484,158900.0,INLAND +-121.46,38.57,52.0,1625.0,419.0,614.0,383.0,2.0549,156700.0,INLAND +-121.43,38.56,41.0,1105.0,227.0,443.0,210.0,3.1827,131700.0,INLAND +-121.44,38.56,45.0,2423.0,466.0,873.0,438.0,3.7167,131900.0,INLAND +-121.44,38.56,52.0,906.0,165.0,257.0,166.0,2.8542,139400.0,INLAND +-121.43,38.56,50.0,1533.0,288.0,532.0,257.0,2.5417,125900.0,INLAND +-121.43,38.56,46.0,1316.0,244.0,452.0,245.0,3.0938,137800.0,INLAND +-121.45,38.57,52.0,3994.0,635.0,1295.0,625.0,5.1169,232500.0,INLAND +-121.45,38.56,52.0,3420.0,555.0,1301.0,530.0,4.0417,173800.0,INLAND +-121.42,38.55,35.0,182.0,39.0,115.0,43.0,2.6417,98900.0,INLAND +-121.43,38.55,44.0,3514.0,714.0,1509.0,656.0,2.7333,100100.0,INLAND +-121.45,38.55,19.0,3374.0,808.0,1412.0,753.0,1.4889,77600.0,INLAND +-121.46,38.56,52.0,1878.0,393.0,722.0,381.0,3.3348,122800.0,INLAND +-121.45,38.56,51.0,1250.0,235.0,452.0,232.0,2.625,121200.0,INLAND +-121.44,38.55,46.0,1698.0,383.0,726.0,386.0,2.9821,97000.0,INLAND +-121.47,38.56,52.0,889.0,162.0,273.0,145.0,3.125,85600.0,INLAND +-121.46,38.56,52.0,907.0,180.0,479.0,177.0,2.2125,104000.0,INLAND +-121.46,38.55,52.0,3126.0,648.0,1789.0,558.0,1.7616,84100.0,INLAND +-121.46,38.55,52.0,2094.0,463.0,1364.0,407.0,1.2235,68500.0,INLAND +-121.47,38.55,48.0,1091.0,403.0,926.0,336.0,1.1458,65400.0,INLAND +-121.47,38.56,52.0,1532.0,408.0,782.0,369.0,1.8911,85900.0,INLAND +-121.47,38.56,51.0,2083.0,559.0,874.0,524.0,2.0221,95800.0,INLAND +-121.47,38.56,44.0,1986.0,573.0,1044.0,490.0,1.7328,88100.0,INLAND +-121.48,38.56,44.0,1151.0,263.0,518.0,258.0,2.0089,113600.0,INLAND +-121.48,38.56,46.0,1476.0,344.0,688.0,353.0,2.7316,134700.0,INLAND +-121.48,38.57,38.0,1145.0,324.0,596.0,288.0,1.78,114300.0,INLAND +-121.49,38.56,42.0,900.0,239.0,506.0,231.0,1.2813,87500.0,INLAND +-121.49,38.56,35.0,1521.0,457.0,987.0,455.0,1.9013,86900.0,INLAND +-121.49,38.57,51.0,1492.0,385.0,736.0,365.0,1.7155,108800.0,INLAND +-121.5,38.57,41.0,1124.0,344.0,807.0,316.0,1.4712,94600.0,INLAND +-121.5,38.57,44.0,1375.0,351.0,766.0,321.0,2.1719,87500.0,INLAND +-121.51,38.57,36.0,613.0,166.0,425.0,147.0,2.2031,93800.0,INLAND +-121.5,38.57,45.0,858.0,254.0,510.0,200.0,1.0114,80000.0,INLAND +-121.5,38.56,46.0,2646.0,645.0,1684.0,616.0,1.128,123100.0,INLAND +-121.51,38.56,43.0,1048.0,312.0,1320.0,294.0,1.0649,137500.0,INLAND +-121.51,38.55,45.0,3032.0,631.0,1341.0,597.0,2.8417,137900.0,INLAND +-121.51,38.55,46.0,1485.0,278.0,531.0,291.0,2.7885,137200.0,INLAND +-121.49,38.56,52.0,1844.0,392.0,667.0,353.0,3.0033,103500.0,INLAND +-121.49,38.55,52.0,2515.0,460.0,836.0,442.0,3.3844,151100.0,INLAND +-121.5,38.55,52.0,2784.0,455.0,957.0,448.0,5.6402,209800.0,INLAND +-121.49,38.56,52.0,1777.0,368.0,624.0,350.0,3.6729,137800.0,INLAND +-121.49,38.54,47.0,2313.0,536.0,779.0,442.0,2.5639,123000.0,INLAND +-121.5,38.54,52.0,1145.0,133.0,334.0,138.0,8.338,405800.0,INLAND +-121.49,38.55,51.0,4280.0,632.0,1486.0,621.0,5.0359,224100.0,INLAND +-121.5,38.55,49.0,4094.0,634.0,1363.0,659.0,5.2362,236800.0,INLAND +-121.5,38.54,44.0,1167.0,201.0,452.0,209.0,3.7344,179800.0,INLAND +-121.48,38.55,52.0,2508.0,360.0,832.0,345.0,7.1035,228700.0,INLAND +-121.48,38.55,52.0,2037.0,358.0,811.0,375.0,4.3929,162500.0,INLAND +-121.48,38.56,50.0,1587.0,448.0,877.0,380.0,2.0833,94300.0,INLAND +-121.48,38.55,52.0,1684.0,309.0,675.0,296.0,4.1467,175000.0,INLAND +-121.48,38.55,52.0,2216.0,333.0,714.0,327.0,4.8603,191900.0,INLAND +-121.48,38.56,52.0,814.0,216.0,327.0,181.0,2.8542,125000.0,INLAND +-121.47,38.55,48.0,968.0,310.0,706.0,274.0,0.9948,65400.0,INLAND +-121.47,38.55,29.0,1303.0,308.0,861.0,263.0,1.0208,55800.0,INLAND +-121.47,38.54,47.0,2085.0,464.0,1346.0,402.0,1.2679,56700.0,INLAND +-121.47,38.55,24.0,979.0,287.0,546.0,291.0,1.186,67000.0,INLAND +-121.47,38.55,52.0,1384.0,295.0,561.0,244.0,2.0242,94600.0,INLAND +-121.45,38.54,47.0,1159.0,250.0,810.0,244.0,2.7787,56000.0,INLAND +-121.45,38.54,41.0,1278.0,308.0,839.0,280.0,1.4702,58300.0,INLAND +-121.46,38.54,48.0,1001.0,205.0,605.0,175.0,1.8333,58200.0,INLAND +-121.46,38.55,40.0,2077.0,435.0,1454.0,385.0,2.0074,57000.0,INLAND +-121.42,38.54,29.0,1407.0,265.0,556.0,235.0,3.0521,108000.0,INLAND +-121.43,38.54,43.0,2084.0,417.0,912.0,410.0,2.9769,92700.0,INLAND +-121.43,38.54,44.0,1879.0,359.0,791.0,345.0,3.15,101500.0,INLAND +-121.44,38.54,44.0,2570.0,509.0,1145.0,503.0,2.5694,92400.0,INLAND +-121.45,38.54,48.0,3421.0,734.0,1441.0,727.0,1.9485,86600.0,INLAND +-121.42,38.54,18.0,2525.0,501.0,1726.0,468.0,2.398,87600.0,INLAND +-121.42,38.54,29.0,2358.0,493.0,1071.0,470.0,2.925,94300.0,INLAND +-121.43,38.54,42.0,3321.0,688.0,1346.0,658.0,2.4618,101300.0,INLAND +-121.44,38.54,39.0,2855.0,,1217.0,562.0,3.2404,93600.0,INLAND +-121.44,38.54,47.0,2518.0,501.0,1308.0,471.0,2.5389,75700.0,INLAND +-121.41,38.53,35.0,2061.0,371.0,1110.0,342.0,3.1944,79000.0,INLAND +-121.41,38.53,37.0,1058.0,224.0,588.0,231.0,2.9737,72100.0,INLAND +-121.42,38.53,37.0,1958.0,367.0,1171.0,366.0,2.8298,71200.0,INLAND +-121.42,38.53,36.0,1581.0,288.0,832.0,291.0,3.4083,71800.0,INLAND +-121.43,38.53,36.0,1488.0,294.0,846.0,279.0,3.1208,82700.0,INLAND +-121.43,38.53,36.0,2430.0,426.0,1199.0,437.0,3.1667,81900.0,INLAND +-121.44,38.53,37.0,1951.0,432.0,1089.0,411.0,2.3272,80600.0,INLAND +-121.41,38.52,25.0,3087.0,720.0,2529.0,708.0,1.8689,66800.0,INLAND +-121.42,38.51,21.0,3249.0,666.0,2611.0,663.0,1.9423,87800.0,INLAND +-121.42,38.52,32.0,2828.0,556.0,1655.0,485.0,2.5574,72600.0,INLAND +-121.43,38.52,43.0,2089.0,399.0,955.0,385.0,2.5898,72100.0,INLAND +-121.43,38.52,30.0,3657.0,945.0,2925.0,899.0,1.3927,78300.0,INLAND +-121.44,38.52,38.0,2080.0,388.0,995.0,380.0,2.7697,76600.0,INLAND +-121.5,38.53,39.0,3184.0,593.0,1188.0,572.0,4.6923,192000.0,INLAND +-121.5,38.53,37.0,3642.0,684.0,1508.0,657.0,3.5231,114300.0,INLAND +-121.51,38.53,34.0,1613.0,265.0,631.0,266.0,4.25,191900.0,INLAND +-121.51,38.53,36.0,2603.0,408.0,966.0,419.0,5.3135,216600.0,INLAND +-121.5,38.52,37.0,2008.0,466.0,1261.0,427.0,2.2574,59100.0,INLAND +-121.51,38.51,33.0,2918.0,439.0,1085.0,427.0,5.5208,171300.0,INLAND +-121.51,38.51,31.0,1595.0,217.0,542.0,236.0,6.6112,251600.0,INLAND +-121.51,38.52,30.0,3236.0,588.0,1167.0,569.0,4.0972,181400.0,INLAND +-121.48,38.53,38.0,1451.0,315.0,786.0,340.0,2.3487,101600.0,INLAND +-121.49,38.53,40.0,2966.0,536.0,1225.0,505.0,3.125,130600.0,INLAND +-121.49,38.54,37.0,1655.0,393.0,841.0,355.0,1.6932,78400.0,INLAND +-121.48,38.53,43.0,1378.0,280.0,708.0,280.0,2.3542,103900.0,INLAND +-121.48,38.52,36.0,1824.0,357.0,906.0,356.0,2.9911,96400.0,INLAND +-121.49,38.52,37.0,1902.0,413.0,955.0,384.0,3.1014,96800.0,INLAND +-121.49,38.53,42.0,1468.0,281.0,571.0,271.0,3.3906,124200.0,INLAND +-121.48,38.54,41.0,3364.0,685.0,1841.0,626.0,2.1975,73500.0,INLAND +-121.48,38.53,37.0,1704.0,361.0,902.0,356.0,1.9837,62300.0,INLAND +-121.47,38.54,36.0,2099.0,510.0,1845.0,483.0,1.4138,52500.0,INLAND +-121.47,38.53,43.0,3215.0,725.0,2400.0,625.0,1.4625,54400.0,INLAND +-121.47,38.53,44.0,543.0,146.0,506.0,125.0,1.3646,65400.0,INLAND +-121.49,38.51,18.0,700.0,169.0,260.0,128.0,2.9219,152900.0,INLAND +-121.49,38.5,32.0,2364.0,439.0,1331.0,449.0,3.319,84500.0,INLAND +-121.49,38.5,30.0,1715.0,271.0,842.0,263.0,3.0313,87900.0,INLAND +-121.5,38.5,29.0,2049.0,330.0,787.0,309.0,3.7414,98500.0,INLAND +-121.49,38.51,30.0,3166.0,607.0,1857.0,579.0,3.1768,79500.0,INLAND +-121.51,38.54,34.0,2815.0,479.0,1075.0,471.0,3.9792,164800.0,INLAND +-121.52,38.53,31.0,3089.0,585.0,1366.0,561.0,4.2885,160300.0,INLAND +-121.52,38.53,30.0,3377.0,623.0,1289.0,594.0,3.5737,171200.0,INLAND +-121.52,38.51,23.0,6876.0,1456.0,2942.0,1386.0,3.0963,156900.0,INLAND +-121.51,38.49,21.0,4426.0,790.0,1856.0,761.0,4.1,158300.0,INLAND +-121.51,38.5,25.0,4719.0,745.0,1857.0,739.0,5.0371,180200.0,INLAND +-121.55,38.51,14.0,5490.0,851.0,2415.0,837.0,6.5253,216800.0,INLAND +-121.55,38.5,9.0,4868.0,738.0,2036.0,750.0,5.7621,204600.0,INLAND +-121.54,38.5,15.0,6093.0,1051.0,2415.0,997.0,4.2075,183600.0,INLAND +-121.54,38.51,17.0,8482.0,1590.0,3362.0,1513.0,4.2216,217900.0,INLAND +-121.53,38.5,17.0,3087.0,477.0,1365.0,495.0,6.4667,216800.0,INLAND +-121.53,38.51,20.0,6132.0,1324.0,2595.0,1174.0,3.1607,178900.0,INLAND +-121.52,38.5,19.0,4900.0,805.0,2519.0,855.0,4.8497,184400.0,INLAND +-121.53,38.48,5.0,27870.0,5027.0,11935.0,4855.0,4.8811,212200.0,INLAND +-121.52,38.49,5.0,3344.0,800.0,1341.0,670.0,3.6196,152800.0,INLAND +-121.54,38.49,6.0,9104.0,1535.0,3759.0,1481.0,5.1442,174500.0,INLAND +-121.48,38.52,34.0,2561.0,497.0,1583.0,530.0,3.1583,95800.0,INLAND +-121.48,38.51,24.0,979.0,201.0,723.0,205.0,2.5926,72300.0,INLAND +-121.48,38.5,23.0,2679.0,792.0,1740.0,659.0,1.3679,70300.0,INLAND +-121.49,38.49,26.0,1557.0,301.0,986.0,300.0,2.6613,77700.0,INLAND +-121.5,38.49,29.0,3606.0,690.0,2317.0,696.0,2.7368,78200.0,INLAND +-121.5,38.49,32.0,4013.0,725.0,2032.0,675.0,3.3689,83400.0,INLAND +-121.48,38.49,26.0,3165.0,806.0,2447.0,752.0,1.5908,78600.0,INLAND +-121.49,38.49,26.0,4629.0,832.0,2902.0,816.0,2.735,74600.0,INLAND +-121.47,38.49,17.0,3595.0,790.0,2760.0,770.0,2.3233,78800.0,INLAND +-121.47,38.48,25.0,2969.0,551.0,1745.0,487.0,2.6382,76200.0,INLAND +-121.49,38.47,26.0,6121.0,1185.0,4224.0,1105.0,2.3496,68000.0,INLAND +-121.47,38.48,24.0,2359.0,462.0,2048.0,476.0,3.2702,67300.0,INLAND +-121.45,38.54,38.0,1865.0,384.0,1052.0,354.0,1.7891,60500.0,INLAND +-121.45,38.53,38.0,1746.0,388.0,1142.0,315.0,1.7714,69900.0,INLAND +-121.45,38.53,34.0,1893.0,415.0,884.0,395.0,2.1679,75400.0,INLAND +-121.45,38.53,34.0,1717.0,354.0,848.0,306.0,2.4741,87000.0,INLAND +-121.46,38.54,39.0,1453.0,324.0,843.0,281.0,1.7692,63900.0,INLAND +-121.46,38.53,37.0,2745.0,588.0,1607.0,556.0,1.8007,65400.0,INLAND +-121.46,38.54,36.0,1825.0,411.0,1226.0,391.0,1.5292,55700.0,INLAND +-121.47,38.52,26.0,2177.0,638.0,1971.0,560.0,1.2575,66800.0,INLAND +-121.46,38.51,18.0,2123.0,606.0,1576.0,599.0,1.5735,110000.0,INLAND +-121.45,38.5,25.0,3033.0,665.0,1559.0,627.0,2.7101,99500.0,INLAND +-121.47,38.5,17.0,1895.0,424.0,620.0,417.0,1.7188,137500.0,INLAND +-121.47,38.51,52.0,20.0,4.0,74.0,9.0,3.625,80000.0,INLAND +-121.47,38.52,42.0,2316.0,515.0,1597.0,522.0,1.8205,60400.0,INLAND +-121.44,38.52,36.0,3446.0,950.0,2460.0,847.0,1.6521,69700.0,INLAND +-121.45,38.51,29.0,4221.0,901.0,2294.0,850.0,2.2245,75900.0,INLAND +-121.45,38.52,37.0,1705.0,325.0,827.0,326.0,2.6288,71200.0,INLAND +-121.45,38.52,37.0,1477.0,321.0,888.0,312.0,2.5592,70300.0,INLAND +-121.46,38.52,29.0,3873.0,797.0,2237.0,706.0,2.1736,72100.0,INLAND +-121.46,38.51,32.0,2437.0,592.0,1596.0,557.0,1.68,84100.0,INLAND +-121.46,38.52,34.0,1279.0,285.0,963.0,268.0,2.71,65600.0,INLAND +-121.44,38.51,27.0,7212.0,1606.0,4828.0,1549.0,2.214,82400.0,INLAND +-121.44,38.5,27.0,2527.0,439.0,1089.0,415.0,4.088,96800.0,INLAND +-121.44,38.5,20.0,2033.0,586.0,1281.0,521.0,1.4007,97500.0,INLAND +-121.42,38.51,15.0,7901.0,1422.0,4769.0,1418.0,2.8139,90400.0,INLAND +-121.42,38.5,24.0,7740.0,1539.0,4333.0,1397.0,3.025,87900.0,INLAND +-121.46,38.49,15.0,10211.0,1995.0,5656.0,1752.0,2.575,107900.0,INLAND +-121.45,38.49,34.0,3573.0,662.0,1540.0,620.0,3.5323,109800.0,INLAND +-121.44,38.49,31.0,4297.0,788.0,2083.0,771.0,3.3878,109300.0,INLAND +-121.45,38.48,28.0,2780.0,510.0,1638.0,533.0,2.9571,103100.0,INLAND +-121.43,38.48,12.0,4602.0,930.0,2299.0,860.0,3.0625,90500.0,INLAND +-121.44,38.48,12.0,4929.0,1010.0,2621.0,870.0,2.7262,109800.0,INLAND +-121.45,38.48,24.0,1766.0,340.0,1028.0,372.0,3.5402,98700.0,INLAND +-121.46,38.48,8.0,3593.0,659.0,1710.0,530.0,3.5227,93100.0,INLAND +-121.42,38.49,17.0,13180.0,2444.0,7235.0,2335.0,3.363,103000.0,INLAND +-121.42,38.48,13.0,7880.0,1992.0,4749.0,1882.0,1.9657,116000.0,INLAND +-121.4,38.49,12.0,7290.0,1283.0,3960.0,1248.0,3.5968,106300.0,INLAND +-121.38,38.49,11.0,8537.0,1643.0,4224.0,1648.0,2.9647,108900.0,INLAND +-121.39,38.51,19.0,1808.0,375.0,758.0,320.0,2.0062,92000.0,INLAND +-121.42,38.56,21.0,2066.0,748.0,2548.0,734.0,1.3571,55000.0,INLAND +-121.39,38.56,19.0,8507.0,1470.0,3517.0,1453.0,4.3644,137400.0,INLAND +-121.38,38.55,23.0,2790.0,430.0,1407.0,460.0,4.3288,133700.0,INLAND +-121.38,38.55,26.0,1532.0,264.0,781.0,285.0,4.6944,130900.0,INLAND +-121.39,38.55,25.0,2171.0,431.0,1053.0,422.0,3.5278,126200.0,INLAND +-121.39,38.55,18.0,1734.0,467.0,783.0,447.0,1.9044,154300.0,INLAND +-121.4,38.55,26.0,2697.0,398.0,1088.0,389.0,5.0,142500.0,INLAND +-121.41,38.55,14.0,2534.0,705.0,1495.0,583.0,1.9167,156300.0,INLAND +-121.4,38.55,19.0,2497.0,494.0,748.0,442.0,2.925,142400.0,INLAND +-121.4,38.53,38.0,152.0,30.0,65.0,35.0,0.9274,67500.0,INLAND +-121.48,38.59,43.0,987.0,240.0,1253.0,237.0,0.9204,82100.0,INLAND +-121.5,38.59,43.0,88.0,21.0,119.0,19.0,1.725,67500.0,INLAND +-121.44,38.6,16.0,2987.0,864.0,1240.0,755.0,2.8231,137500.0,INLAND +-121.41,38.56,17.0,7228.0,1369.0,2455.0,1365.0,5.1385,179500.0,INLAND +-121.37,38.57,22.0,4899.0,847.0,1701.0,826.0,5.2449,387000.0,INLAND +-121.39,38.57,33.0,2648.0,357.0,863.0,359.0,8.4016,338700.0,INLAND +-121.4,38.57,25.0,2022.0,295.0,639.0,278.0,5.8416,297600.0,INLAND +-121.41,38.57,16.0,4429.0,1124.0,1538.0,960.0,3.2443,190700.0,INLAND +-121.4,38.56,22.0,2623.0,357.0,838.0,368.0,7.143,327800.0,INLAND +-121.42,38.6,23.0,3713.0,1078.0,2194.0,1018.0,1.7451,89600.0,INLAND +-121.42,38.6,35.0,1166.0,193.0,574.0,190.0,2.2452,102800.0,INLAND +-121.42,38.6,36.0,1327.0,209.0,613.0,230.0,3.8672,111400.0,INLAND +-121.43,38.61,33.0,2289.0,576.0,1100.0,503.0,2.1694,95700.0,INLAND +-121.44,38.61,34.0,172.0,38.0,149.0,55.0,2.6442,55000.0,INLAND +-121.41,38.61,36.0,3099.0,605.0,1322.0,623.0,3.4784,105500.0,INLAND +-121.41,38.6,16.0,5407.0,1467.0,2523.0,1265.0,2.0471,104200.0,INLAND +-121.41,38.59,18.0,5527.0,1446.0,2883.0,1305.0,2.6485,114500.0,INLAND +-121.41,38.59,17.0,12355.0,3630.0,5692.0,3073.0,2.5245,99100.0,INLAND +-121.41,38.58,18.0,6955.0,1882.0,2803.0,1740.0,3.089,141400.0,INLAND +-121.39,38.61,36.0,2396.0,536.0,1225.0,515.0,2.9559,136600.0,INLAND +-121.39,38.6,22.0,5773.0,1320.0,2607.0,1250.0,2.5238,118800.0,INLAND +-121.4,38.61,37.0,1994.0,347.0,782.0,355.0,4.1488,136400.0,INLAND +-121.38,38.59,36.0,1239.0,237.0,764.0,222.0,3.0156,103000.0,INLAND +-121.39,38.59,33.0,2091.0,468.0,1053.0,470.0,2.2264,108100.0,INLAND +-121.39,38.59,34.0,1151.0,234.0,563.0,251.0,2.8,113600.0,INLAND +-121.4,38.59,25.0,2228.0,534.0,1130.0,481.0,2.5363,124600.0,INLAND +-121.4,38.59,18.0,2614.0,624.0,1181.0,616.0,2.0432,156800.0,INLAND +-121.38,38.59,36.0,2253.0,434.0,1018.0,426.0,3.2596,98700.0,INLAND +-121.39,38.58,36.0,2019.0,369.0,878.0,356.0,2.8462,93400.0,INLAND +-121.39,38.58,41.0,2577.0,365.0,913.0,339.0,6.3406,448300.0,INLAND +-121.37,38.6,35.0,3137.0,544.0,1312.0,549.0,3.788,136800.0,INLAND +-121.37,38.6,36.0,1119.0,144.0,414.0,150.0,5.8336,283300.0,INLAND +-121.38,38.6,36.0,1249.0,159.0,362.0,143.0,6.8469,446400.0,INLAND +-121.38,38.61,34.0,2888.0,496.0,1168.0,479.0,3.6053,148600.0,INLAND +-121.37,38.59,36.0,2523.0,401.0,927.0,398.0,3.5179,207800.0,INLAND +-121.37,38.58,37.0,2839.0,390.0,1006.0,400.0,7.3343,280400.0,INLAND +-121.38,38.58,38.0,2968.0,475.0,1176.0,454.0,5.0497,191700.0,INLAND +-121.38,38.59,38.0,1839.0,287.0,685.0,276.0,4.5313,189400.0,INLAND +-121.37,38.59,36.0,2388.0,369.0,838.0,356.0,4.775,194100.0,INLAND +-121.35,38.61,27.0,3900.0,776.0,1549.0,761.0,2.7788,115700.0,INLAND +-121.35,38.6,27.0,4314.0,611.0,1662.0,575.0,5.0997,170100.0,INLAND +-121.36,38.6,35.0,1930.0,328.0,805.0,338.0,4.4643,133000.0,INLAND +-121.36,38.6,36.0,1275.0,227.0,530.0,245.0,3.875,133600.0,INLAND +-121.36,38.61,35.0,2355.0,365.0,993.0,354.0,5.0492,144100.0,INLAND +-121.35,38.59,29.0,1285.0,193.0,460.0,206.0,5.3243,265700.0,INLAND +-121.36,38.59,32.0,3303.0,480.0,1185.0,436.0,5.0508,225700.0,INLAND +-121.36,38.58,25.0,3196.0,406.0,978.0,419.0,8.4699,344000.0,INLAND +-121.35,38.58,20.0,2992.0,378.0,1105.0,368.0,8.6572,320200.0,INLAND +-121.34,38.58,18.0,1631.0,228.0,599.0,228.0,7.8031,267200.0,INLAND +-121.34,38.59,23.0,2912.0,421.0,1132.0,410.0,5.9174,225900.0,INLAND +-121.34,38.59,22.0,3273.0,480.0,1151.0,463.0,8.05,380000.0,INLAND +-121.36,38.64,24.0,6540.0,1008.0,2667.0,1031.0,5.5632,175200.0,INLAND +-121.36,38.63,28.0,6119.0,985.0,2631.0,934.0,4.875,146400.0,INLAND +-121.35,38.62,28.0,4175.0,796.0,2032.0,830.0,3.4299,164000.0,INLAND +-121.35,38.61,25.0,4916.0,1243.0,2140.0,1136.0,2.5511,134100.0,INLAND +-121.36,38.61,37.0,2191.0,394.0,951.0,362.0,3.8882,159500.0,INLAND +-121.36,38.62,34.0,2447.0,503.0,1077.0,456.0,3.058,133000.0,INLAND +-121.36,38.63,30.0,2619.0,370.0,940.0,359.0,4.7283,164500.0,INLAND +-121.37,38.64,36.0,322.0,48.0,133.0,59.0,4.6111,139300.0,INLAND +-121.38,38.64,19.0,4563.0,1069.0,2256.0,926.0,2.1472,143400.0,INLAND +-121.37,38.63,32.0,3658.0,797.0,1452.0,715.0,2.6623,120700.0,INLAND +-121.37,38.63,37.0,494.0,86.0,253.0,99.0,4.8194,141100.0,INLAND +-121.37,38.63,30.0,5996.0,1018.0,2532.0,1049.0,4.6127,151800.0,INLAND +-121.37,38.62,27.0,1743.0,380.0,697.0,368.0,1.6678,166100.0,INLAND +-121.38,38.62,34.0,2352.0,610.0,1127.0,592.0,2.2,116500.0,INLAND +-121.38,38.62,41.0,774.0,144.0,356.0,150.0,3.5625,115300.0,INLAND +-121.37,38.62,43.0,1077.0,199.0,447.0,182.0,3.0139,115600.0,INLAND +-121.37,38.61,42.0,945.0,193.0,460.0,193.0,3.7569,127100.0,INLAND +-121.37,38.61,39.0,823.0,146.0,329.0,144.0,3.0833,114100.0,INLAND +-121.38,38.61,27.0,2375.0,537.0,863.0,452.0,3.0086,126900.0,INLAND +-121.39,38.63,30.0,2930.0,739.0,1661.0,668.0,2.7813,118900.0,INLAND +-121.39,38.63,34.0,1226.0,180.0,359.0,167.0,3.8068,150400.0,INLAND +-121.39,38.61,35.0,2024.0,359.0,786.0,364.0,2.4632,156900.0,INLAND +-121.39,38.62,27.0,5693.0,1487.0,2334.0,1387.0,2.2844,170500.0,INLAND +-121.39,38.62,45.0,2696.0,624.0,1059.0,582.0,1.8176,160900.0,INLAND +-121.4,38.63,30.0,3626.0,834.0,1577.0,806.0,2.517,130400.0,INLAND +-121.4,38.63,31.0,1540.0,452.0,1079.0,444.0,1.8571,98700.0,INLAND +-121.4,38.62,28.0,3671.0,886.0,1733.0,820.0,2.2292,113200.0,INLAND +-121.4,38.61,33.0,3512.0,825.0,1515.0,782.0,1.9908,118800.0,INLAND +-121.41,38.62,21.0,3260.0,763.0,1735.0,736.0,2.5162,97500.0,INLAND +-121.42,38.62,33.0,3171.0,832.0,1591.0,695.0,2.0786,88600.0,INLAND +-121.42,38.61,34.0,1126.0,256.0,589.0,243.0,2.1776,84400.0,INLAND +-121.43,38.61,40.0,1134.0,252.0,675.0,249.0,1.3696,65200.0,INLAND +-121.42,38.62,41.0,1087.0,272.0,462.0,219.0,2.0224,64900.0,INLAND +-121.42,38.63,42.0,1385.0,273.0,740.0,274.0,2.6055,78000.0,INLAND +-121.43,38.63,43.0,1009.0,225.0,604.0,218.0,1.6641,67000.0,INLAND +-121.42,38.63,42.0,2217.0,536.0,1203.0,507.0,1.9412,73100.0,INLAND +-121.43,38.62,36.0,1765.0,438.0,1008.0,382.0,2.0639,73000.0,INLAND +-121.44,38.61,41.0,1404.0,313.0,765.0,330.0,1.8792,63300.0,INLAND +-121.41,38.64,41.0,1578.0,317.0,897.0,333.0,2.3214,66800.0,INLAND +-121.41,38.64,38.0,1384.0,287.0,682.0,280.0,1.9167,64400.0,INLAND +-121.42,38.64,42.0,1720.0,382.0,1069.0,362.0,1.8611,60500.0,INLAND +-121.42,38.64,44.0,1728.0,367.0,1042.0,349.0,1.6033,58500.0,INLAND +-121.42,38.65,21.0,2274.0,495.0,1157.0,445.0,2.098,49800.0,INLAND +-121.43,38.65,18.0,909.0,198.0,661.0,176.0,3.1696,77400.0,INLAND +-121.43,38.64,34.0,2010.0,411.0,1501.0,422.0,2.0417,65900.0,INLAND +-121.44,38.64,18.0,1756.0,442.0,837.0,320.0,1.125,70500.0,INLAND +-121.44,38.64,25.0,1678.0,367.0,971.0,307.0,1.0398,62100.0,INLAND +-121.44,38.65,28.0,1219.0,240.0,559.0,212.0,3.8295,122200.0,INLAND +-121.44,38.63,38.0,1673.0,399.0,1116.0,382.0,1.3302,62200.0,INLAND +-121.44,38.63,33.0,1077.0,271.0,753.0,236.0,1.3462,55900.0,INLAND +-121.44,38.63,38.0,1402.0,370.0,970.0,382.0,1.6343,71000.0,INLAND +-121.44,38.62,37.0,1607.0,385.0,972.0,354.0,1.9107,64700.0,INLAND +-121.44,38.62,37.0,3009.0,733.0,1513.0,588.0,1.4387,61000.0,INLAND +-121.45,38.65,5.0,2680.0,502.0,1885.0,498.0,2.6369,110000.0,INLAND +-121.46,38.65,8.0,3746.0,767.0,2161.0,744.0,3.2039,103400.0,INLAND +-121.46,38.65,14.0,3167.0,551.0,1787.0,533.0,3.8125,92600.0,INLAND +-121.45,38.64,23.0,1481.0,343.0,1079.0,315.0,1.867,60600.0,INLAND +-121.46,38.64,20.0,1517.0,323.0,1287.0,328.0,1.6607,67000.0,INLAND +-121.46,38.63,26.0,3185.0,658.0,2444.0,626.0,1.56,67600.0,INLAND +-121.45,38.63,28.0,1246.0,295.0,884.0,258.0,1.4397,51700.0,INLAND +-121.45,38.62,37.0,1534.0,315.0,1147.0,322.0,2.5643,59800.0,INLAND +-121.45,38.62,38.0,2419.0,605.0,1696.0,503.0,1.4861,63100.0,INLAND +-121.45,38.61,32.0,2436.0,612.0,1509.0,618.0,1.0424,81400.0,INLAND +-121.46,38.61,43.0,705.0,178.0,464.0,159.0,2.4205,60900.0,INLAND +-121.46,38.62,35.0,3326.0,696.0,2511.0,649.0,1.9871,60900.0,INLAND +-121.44,38.61,33.0,1591.0,466.0,1000.0,418.0,1.0467,70100.0,INLAND +-121.45,38.6,44.0,2324.0,413.0,823.0,375.0,4.6625,158900.0,INLAND +-121.45,38.61,46.0,1758.0,511.0,1094.0,484.0,1.0685,70000.0,INLAND +-121.46,38.61,43.0,1111.0,269.0,613.0,290.0,1.2917,66300.0,INLAND +-121.46,38.6,29.0,1978.0,538.0,823.0,490.0,1.9688,135600.0,INLAND +-121.45,38.61,34.0,438.0,116.0,263.0,100.0,0.9379,67500.0,INLAND +-121.47,38.63,29.0,2197.0,520.0,1374.0,483.0,2.1889,69300.0,INLAND +-121.47,38.61,31.0,1072.0,,781.0,281.0,1.6563,65800.0,INLAND +-121.47,38.61,35.0,1372.0,360.0,850.0,328.0,1.6331,67500.0,INLAND +-121.52,38.65,17.0,1269.0,233.0,494.0,231.0,3.9615,331300.0,INLAND +-121.53,38.61,5.0,8149.0,1913.0,2933.0,1616.0,3.6788,178800.0,INLAND +-121.49,38.63,6.0,12197.0,2617.0,5634.0,2329.0,3.7449,129300.0,INLAND +-121.5,38.62,8.0,16679.0,3457.0,7919.0,3329.0,3.7188,134500.0,INLAND +-121.5,38.61,5.0,1395.0,373.0,638.0,322.0,2.6745,225000.0,INLAND +-121.5,38.63,6.0,693.0,143.0,276.0,151.0,3.1944,117000.0,INLAND +-121.49,38.62,8.0,15309.0,2996.0,7463.0,2885.0,3.9143,129700.0,INLAND +-121.49,38.61,6.0,4391.0,974.0,1982.0,914.0,3.4291,105300.0,INLAND +-121.48,38.62,23.0,7709.0,1279.0,4147.0,1262.0,3.8272,96600.0,INLAND +-121.48,38.61,18.0,1511.0,315.0,1062.0,304.0,2.3438,89400.0,INLAND +-121.51,38.69,28.0,800.0,149.0,450.0,158.0,2.1029,108600.0,INLAND +-121.59,38.69,32.0,541.0,82.0,229.0,98.0,8.0379,383300.0,INLAND +-121.42,38.72,10.0,3054.0,528.0,1932.0,510.0,3.0903,91900.0,INLAND +-121.44,38.73,25.0,1287.0,224.0,727.0,236.0,4.7396,135500.0,INLAND +-121.47,38.72,26.0,1708.0,299.0,911.0,290.0,4.0227,99800.0,INLAND +-121.44,38.71,25.0,2336.0,406.0,1172.0,408.0,3.5129,101200.0,INLAND +-121.42,38.7,10.0,2562.0,460.0,1478.0,433.0,4.0625,96200.0,INLAND +-121.45,38.7,24.0,2159.0,369.0,1141.0,355.0,3.9853,90400.0,INLAND +-121.46,38.7,32.0,965.0,183.0,568.0,188.0,3.8611,93900.0,INLAND +-121.43,38.69,28.0,927.0,165.0,542.0,148.0,2.5,96200.0,INLAND +-121.44,38.68,19.0,2476.0,534.0,1355.0,463.0,2.0625,94400.0,INLAND +-121.42,38.68,32.0,2118.0,345.0,1019.0,338.0,3.725,112200.0,INLAND +-121.41,38.69,28.0,1601.0,308.0,848.0,305.0,3.6429,105200.0,INLAND +-121.44,38.69,24.0,3124.0,556.0,1512.0,555.0,3.1942,94900.0,INLAND +-121.45,38.69,32.0,2962.0,526.0,1542.0,521.0,2.2243,89200.0,INLAND +-121.46,38.68,35.0,1299.0,254.0,705.0,245.0,2.8333,103000.0,INLAND +-121.47,38.68,19.0,946.0,182.0,474.0,173.0,5.0155,97300.0,INLAND +-121.46,38.69,11.0,3335.0,658.0,1963.0,622.0,3.3125,96800.0,INLAND +-121.47,38.7,31.0,1007.0,181.0,563.0,185.0,3.625,91300.0,INLAND +-121.43,38.66,35.0,1814.0,367.0,1076.0,372.0,2.7179,81100.0,INLAND +-121.46,38.66,3.0,3438.0,603.0,1602.0,554.0,3.9914,120500.0,INLAND +-121.4,38.66,50.0,880.0,150.0,1148.0,148.0,2.5062,112500.0,INLAND +-121.37,38.69,29.0,2103.0,380.0,1124.0,387.0,3.0833,87000.0,INLAND +-121.37,38.68,34.0,1086.0,187.0,663.0,190.0,3.3074,84200.0,INLAND +-121.38,38.68,35.0,1643.0,298.0,831.0,305.0,4.0673,84200.0,INLAND +-121.37,38.68,36.0,1775.0,296.0,937.0,305.0,3.1786,83400.0,INLAND +-121.37,38.69,35.0,1851.0,327.0,1007.0,286.0,3.2361,84000.0,INLAND +-121.38,38.69,35.0,2943.0,554.0,1460.0,510.0,2.6713,84400.0,INLAND +-121.39,38.69,38.0,300.0,47.0,154.0,51.0,4.0909,108300.0,INLAND +-121.37,38.69,35.0,1093.0,192.0,590.0,190.0,2.7009,80200.0,INLAND +-121.37,38.68,29.0,3757.0,646.0,2022.0,611.0,3.5429,88200.0,INLAND +-121.37,38.68,35.0,1620.0,276.0,939.0,277.0,2.5542,72900.0,INLAND +-121.38,38.68,35.0,1565.0,290.0,861.0,277.0,2.4844,77000.0,INLAND +-121.38,38.68,40.0,67.0,17.0,50.0,32.0,1.7596,93800.0,INLAND +-121.37,38.67,36.0,1354.0,258.0,771.0,267.0,2.2723,78800.0,INLAND +-121.37,38.67,36.0,1786.0,338.0,974.0,319.0,2.555,72700.0,INLAND +-121.38,38.67,37.0,2176.0,460.0,1067.0,357.0,2.3958,78400.0,INLAND +-121.38,38.67,38.0,1001.0,228.0,597.0,226.0,2.2788,73400.0,INLAND +-121.39,38.67,35.0,562.0,174.0,240.0,106.0,0.9338,112500.0,INLAND +-121.37,38.7,18.0,3938.0,649.0,1861.0,606.0,3.6484,95000.0,INLAND +-121.38,38.7,25.0,3919.0,764.0,2203.0,783.0,2.2402,89500.0,INLAND +-121.39,38.69,30.0,2897.0,506.0,1508.0,478.0,3.865,88400.0,INLAND +-121.37,38.7,26.0,2230.0,410.0,1155.0,377.0,3.4911,88200.0,INLAND +-121.34,38.69,16.0,2686.0,516.0,1553.0,529.0,3.7857,112700.0,INLAND +-121.34,38.69,17.0,1968.0,364.0,996.0,331.0,3.7031,114300.0,INLAND +-121.35,38.68,20.0,7085.0,1222.0,3455.0,1229.0,4.3118,120000.0,INLAND +-121.35,38.68,18.0,7923.0,1558.0,3789.0,1473.0,3.5403,98600.0,INLAND +-121.35,38.72,2.0,21897.0,3513.0,8652.0,2873.0,4.5432,151300.0,INLAND +-121.38,38.71,7.0,4842.0,935.0,2857.0,907.0,3.9318,133000.0,INLAND +-121.4,38.71,15.0,4680.0,758.0,2626.0,729.0,3.8355,107000.0,INLAND +-121.36,38.69,13.0,6850.0,1400.0,4251.0,1421.0,3.6989,93300.0,INLAND +-121.35,38.7,5.0,14414.0,2979.0,7608.0,2832.0,3.5802,129600.0,INLAND +-121.36,38.67,17.0,2770.0,684.0,1471.0,624.0,2.3683,82500.0,INLAND +-121.36,38.67,5.0,5819.0,1507.0,3237.0,1356.0,2.2339,116600.0,INLAND +-121.37,38.66,9.0,3184.0,779.0,1929.0,769.0,2.3844,86000.0,INLAND +-121.36,38.66,22.0,2878.0,599.0,1362.0,541.0,2.7955,96500.0,INLAND +-121.37,38.66,17.0,4866.0,1056.0,2371.0,1030.0,2.4574,103300.0,INLAND +-121.38,38.66,17.0,3778.0,939.0,2393.0,862.0,1.8972,100500.0,INLAND +-121.38,38.65,34.0,825.0,173.0,355.0,130.0,3.1858,109500.0,INLAND +-121.39,38.64,33.0,1503.0,282.0,652.0,229.0,3.6937,99300.0,INLAND +-121.34,38.68,28.0,3379.0,552.0,1543.0,556.0,4.2743,124000.0,INLAND +-121.34,38.67,34.0,1503.0,264.0,731.0,285.0,4.0352,118500.0,INLAND +-121.34,38.67,35.0,643.0,117.0,331.0,134.0,3.0417,120700.0,INLAND +-121.34,38.66,16.0,3154.0,860.0,1837.0,793.0,1.9805,92900.0,INLAND +-121.35,38.66,8.0,3322.0,805.0,1694.0,774.0,2.7011,130700.0,INLAND +-121.34,38.66,17.0,1149.0,257.0,583.0,243.0,2.8092,137500.0,INLAND +-121.34,38.66,18.0,4164.0,963.0,2032.0,898.0,2.119,133100.0,INLAND +-121.35,38.66,24.0,3313.0,769.0,1631.0,681.0,2.5556,105700.0,INLAND +-121.36,38.66,14.0,756.0,141.0,424.0,155.0,3.6953,116100.0,INLAND +-121.37,38.64,27.0,1672.0,299.0,757.0,282.0,3.6786,159700.0,INLAND +-121.35,38.65,20.0,2498.0,546.0,1185.0,506.0,3.2243,107900.0,INLAND +-121.33,38.66,15.0,4371.0,908.0,1842.0,818.0,2.7797,105500.0,INLAND +-121.33,38.65,23.0,2446.0,523.0,1132.0,513.0,2.6266,198500.0,INLAND +-121.34,38.65,27.0,1595.0,246.0,610.0,253.0,4.6,199000.0,INLAND +-121.33,38.65,24.0,3533.0,741.0,1496.0,723.0,2.8106,183200.0,INLAND +-121.34,38.64,12.0,2772.0,578.0,1335.0,565.0,3.8068,161000.0,INLAND +-121.33,38.64,27.0,2203.0,493.0,1158.0,492.0,2.4342,119500.0,INLAND +-121.34,38.64,17.0,2761.0,501.0,1128.0,482.0,3.7562,139700.0,INLAND +-121.34,38.63,13.0,3033.0,540.0,1363.0,519.0,4.0036,161700.0,INLAND +-121.33,38.63,23.0,1947.0,409.0,866.0,400.0,2.7181,156800.0,INLAND +-121.33,38.62,19.0,1853.0,415.0,772.0,397.0,2.2574,135800.0,INLAND +-121.34,38.62,20.0,4021.0,864.0,1658.0,730.0,2.4537,153000.0,INLAND +-121.34,38.61,22.0,1778.0,408.0,875.0,375.0,2.6023,142200.0,INLAND +-121.34,38.61,11.0,1716.0,404.0,722.0,415.0,2.0926,166100.0,INLAND +-121.33,38.61,21.0,2453.0,518.0,1326.0,505.0,2.7079,148000.0,INLAND +-121.34,38.61,20.0,5801.0,1148.0,2586.0,1063.0,3.9063,162100.0,INLAND +-121.33,38.6,25.0,4260.0,607.0,1635.0,640.0,6.2817,288200.0,INLAND +-121.29,38.63,24.0,2868.0,527.0,1284.0,487.0,3.3182,213000.0,INLAND +-121.3,38.63,31.0,1817.0,372.0,992.0,339.0,3.0972,150000.0,INLAND +-121.32,38.63,20.0,7003.0,1409.0,3107.0,1315.0,3.0348,150500.0,INLAND +-121.31,38.62,31.0,3114.0,430.0,1121.0,456.0,6.244,240000.0,INLAND +-121.32,38.62,29.0,2430.0,448.0,1087.0,394.0,3.0864,177900.0,INLAND +-121.32,38.62,33.0,898.0,190.0,470.0,201.0,2.6897,148300.0,INLAND +-121.32,38.61,22.0,3902.0,845.0,1870.0,763.0,2.774,190200.0,INLAND +-121.31,38.61,17.0,992.0,151.0,316.0,159.0,6.6238,326700.0,INLAND +-121.3,38.64,20.0,5001.0,830.0,2330.0,830.0,4.0833,160000.0,INLAND +-121.31,38.64,19.0,5407.0,838.0,1927.0,804.0,4.6302,195400.0,INLAND +-121.32,38.64,19.0,8501.0,1558.0,3576.0,1467.0,3.6523,158500.0,INLAND +-121.31,38.66,27.0,1713.0,282.0,761.0,295.0,5.2081,136400.0,INLAND +-121.31,38.66,26.0,1604.0,245.0,751.0,267.0,4.7381,140500.0,INLAND +-121.32,38.66,26.0,1149.0,193.0,500.0,194.0,5.078,163400.0,INLAND +-121.32,38.66,21.0,1276.0,208.0,501.0,205.0,3.95,143600.0,INLAND +-121.32,38.65,23.0,2628.0,499.0,1210.0,453.0,3.0952,157700.0,INLAND +-121.31,38.65,21.0,2759.0,409.0,1053.0,374.0,5.5,165700.0,INLAND +-121.3,38.66,21.0,3824.0,634.0,1818.0,600.0,3.712,139000.0,INLAND +-121.3,38.66,28.0,3391.0,550.0,1546.0,553.0,4.2188,139200.0,INLAND +-121.3,38.65,26.0,3192.0,447.0,1132.0,418.0,4.5278,144300.0,INLAND +-121.3,38.65,36.0,1665.0,293.0,846.0,306.0,3.5852,121600.0,INLAND +-121.21,38.66,15.0,6940.0,1019.0,2829.0,990.0,5.4889,232300.0,INLAND +-121.21,38.65,14.0,3443.0,510.0,1413.0,505.0,5.6529,196000.0,INLAND +-121.24,38.64,13.0,4491.0,689.0,1657.0,667.0,5.259,249400.0,INLAND +-121.23,38.65,19.0,2926.0,476.0,1349.0,480.0,4.6437,212900.0,INLAND +-121.23,38.66,19.0,3243.0,546.0,1334.0,515.0,4.8088,169500.0,INLAND +-121.24,38.66,14.0,3335.0,440.0,1329.0,429.0,6.2082,250300.0,INLAND +-121.28,38.66,17.0,7741.0,1401.0,3153.0,1331.0,3.7869,216100.0,INLAND +-121.25,38.66,26.0,3670.0,556.0,1616.0,550.0,5.02,169600.0,INLAND +-121.26,38.66,19.0,3170.0,444.0,1344.0,452.0,6.1183,221600.0,INLAND +-121.27,38.66,19.0,1891.0,266.0,678.0,255.0,6.1872,188700.0,INLAND +-121.27,38.66,15.0,2642.0,520.0,1032.0,475.0,4.1382,189800.0,INLAND +-121.25,38.64,21.0,2764.0,363.0,902.0,360.0,5.6864,258700.0,INLAND +-121.26,38.65,17.0,2655.0,421.0,991.0,384.0,4.6484,270600.0,INLAND +-121.27,38.65,25.0,2787.0,601.0,1247.0,522.0,2.9016,159800.0,INLAND +-121.27,38.64,22.0,1597.0,280.0,657.0,273.0,4.3098,213500.0,INLAND +-121.26,38.64,40.0,1098.0,175.0,415.0,160.0,4.8375,217400.0,INLAND +-121.27,38.65,33.0,1984.0,289.0,842.0,276.0,5.2949,173300.0,INLAND +-121.29,38.65,27.0,2744.0,464.0,1340.0,452.0,3.8816,147300.0,INLAND +-121.28,38.64,24.0,3459.0,573.0,1336.0,544.0,4.8661,186200.0,INLAND +-121.28,38.63,36.0,120.0,16.0,30.0,14.0,10.2264,350000.0,INLAND +-121.28,38.64,19.0,3574.0,669.0,1373.0,643.0,3.6298,242100.0,INLAND +-121.28,38.71,8.0,4053.0,912.0,2033.0,897.0,2.8973,117100.0,INLAND +-121.28,38.7,14.0,5827.0,1246.0,2578.0,1038.0,3.0212,112900.0,INLAND +-121.28,38.71,35.0,3095.0,594.0,1550.0,576.0,3.575,113500.0,INLAND +-121.28,38.7,15.0,5828.0,1051.0,2868.0,1037.0,3.7813,143200.0,INLAND +-121.28,38.68,14.0,11442.0,2690.0,6068.0,2435.0,2.6016,121200.0,INLAND +-121.3,38.7,18.0,7334.0,1332.0,3339.0,1271.0,3.235,124700.0,INLAND +-121.3,38.69,21.0,6575.0,1105.0,3358.0,1098.0,4.0739,115400.0,INLAND +-121.32,38.69,11.0,13796.0,2372.0,6000.0,2250.0,3.8776,124500.0,INLAND +-121.33,38.68,13.0,5826.0,1411.0,2244.0,1219.0,1.9093,142900.0,INLAND +-121.3,38.71,17.0,5434.0,1106.0,2755.0,1047.0,2.8226,99900.0,INLAND +-121.29,38.71,32.0,1875.0,361.0,1027.0,343.0,3.5769,103800.0,INLAND +-121.3,38.72,15.0,2514.0,482.0,1166.0,503.0,2.2813,131900.0,INLAND +-121.31,38.72,11.0,2306.0,420.0,1308.0,418.0,3.9506,122200.0,INLAND +-121.32,38.71,14.0,4594.0,774.0,2474.0,782.0,4.5245,127500.0,INLAND +-121.31,38.71,18.0,3998.0,744.0,2071.0,660.0,4.3836,102000.0,INLAND +-121.32,38.7,17.0,3214.0,551.0,1879.0,562.0,4.3643,124900.0,INLAND +-121.32,38.7,16.0,2966.0,578.0,1365.0,480.0,3.2444,118400.0,INLAND +-121.32,38.7,16.0,3592.0,642.0,1740.0,629.0,3.0703,126000.0,INLAND +-121.33,38.7,15.0,2226.0,421.0,1004.0,417.0,2.7868,117800.0,INLAND +-121.33,38.69,15.0,3137.0,509.0,1635.0,544.0,4.6923,122700.0,INLAND +-121.32,38.68,25.0,1252.0,207.0,587.0,217.0,3.5893,146400.0,INLAND +-121.32,38.67,10.0,3908.0,890.0,1898.0,798.0,2.8426,130600.0,INLAND +-121.32,38.67,21.0,3455.0,706.0,1605.0,704.0,3.1382,91600.0,INLAND +-121.31,38.67,26.0,1387.0,226.0,807.0,244.0,4.1563,135700.0,INLAND +-121.33,38.67,17.0,2683.0,704.0,1410.0,659.0,1.962,130200.0,INLAND +-121.33,38.66,17.0,2767.0,584.0,1275.0,568.0,2.5909,125400.0,INLAND +-121.31,38.67,27.0,1998.0,353.0,970.0,343.0,4.8224,115500.0,INLAND +-121.32,38.67,31.0,2532.0,479.0,1396.0,467.0,4.0417,114500.0,INLAND +-121.29,38.68,12.0,5098.0,1094.0,2029.0,1065.0,3.5444,132500.0,INLAND +-121.3,38.69,13.0,2135.0,429.0,779.0,432.0,3.6995,134900.0,INLAND +-121.31,38.68,16.0,5179.0,1271.0,2181.0,1151.0,2.1009,82500.0,INLAND +-121.31,38.68,22.0,1194.0,207.0,545.0,223.0,3.8603,134300.0,INLAND +-121.3,38.67,15.0,4018.0,850.0,2070.0,814.0,3.0733,119800.0,INLAND +-121.3,38.68,19.0,2655.0,438.0,1253.0,454.0,5.2817,140600.0,INLAND +-121.3,38.67,20.0,1234.0,208.0,649.0,211.0,4.8523,143000.0,INLAND +-121.3,38.66,32.0,2915.0,492.0,1292.0,454.0,3.3188,117100.0,INLAND +-121.3,38.67,23.0,2145.0,340.0,1022.0,349.0,4.2037,125400.0,INLAND +-121.27,38.7,16.0,3747.0,586.0,1817.0,590.0,4.6488,145300.0,INLAND +-121.27,38.69,16.0,3389.0,597.0,1674.0,568.0,4.4489,145600.0,INLAND +-121.26,38.68,4.0,3080.0,827.0,1195.0,683.0,2.7477,133000.0,INLAND +-121.24,38.7,13.0,3243.0,488.0,1585.0,480.0,5.7133,166800.0,INLAND +-121.25,38.7,16.0,3262.0,533.0,1794.0,543.0,4.2464,144400.0,INLAND +-121.26,38.69,17.0,3917.0,638.0,1809.0,564.0,5.2586,137000.0,INLAND +-121.25,38.69,17.0,3050.0,481.0,1490.0,489.0,4.5562,134500.0,INLAND +-121.25,38.69,24.0,1014.0,185.0,606.0,194.0,4.1607,112800.0,INLAND +-121.24,38.68,20.0,1402.0,236.0,676.0,236.0,3.7426,135500.0,INLAND +-121.25,38.68,15.0,1497.0,243.0,730.0,242.0,4.9688,135600.0,INLAND +-121.26,38.68,13.0,4256.0,619.0,1948.0,622.0,5.2051,167400.0,INLAND +-121.25,38.68,13.0,503.0,70.0,267.0,77.0,6.1943,276100.0,INLAND +-121.25,38.67,14.0,6155.0,1034.0,2407.0,941.0,4.2262,244300.0,INLAND +-121.26,38.67,18.0,1830.0,313.0,905.0,361.0,4.2273,141800.0,INLAND +-121.27,38.67,16.0,3185.0,886.0,1550.0,802.0,2.5199,149000.0,INLAND +-121.26,38.66,8.0,1145.0,241.0,447.0,216.0,4.0781,124300.0,INLAND +-121.27,38.67,15.0,2116.0,524.0,866.0,519.0,2.7388,111600.0,INLAND +-121.27,38.67,15.0,1701.0,346.0,723.0,352.0,3.8906,128700.0,INLAND +-121.28,38.68,16.0,3467.0,615.0,1478.0,601.0,3.75,147300.0,INLAND +-121.28,38.67,23.0,1727.0,264.0,833.0,258.0,5.4797,160000.0,INLAND +-121.28,38.67,29.0,1087.0,174.0,430.0,174.0,4.3625,158800.0,INLAND +-121.29,38.68,20.0,1881.0,378.0,921.0,360.0,1.8589,144000.0,INLAND +-121.29,38.67,20.0,1992.0,363.0,889.0,346.0,3.6516,130500.0,INLAND +-121.25,38.72,15.0,6838.0,941.0,3166.0,926.0,5.2177,162700.0,INLAND +-121.27,38.71,16.0,4082.0,666.0,1912.0,652.0,4.4609,142900.0,INLAND +-121.25,38.71,14.0,3713.0,637.0,1845.0,635.0,4.3009,143400.0,INLAND +-121.26,38.7,9.0,7812.0,1348.0,3275.0,1178.0,4.3826,146600.0,INLAND +-121.17,38.69,5.0,7138.0,1227.0,2623.0,1139.0,5.6902,243200.0,INLAND +-121.19,38.71,11.0,4415.0,,1520.0,627.0,3.2321,390800.0,INLAND +-121.18,38.69,7.0,7104.0,970.0,2772.0,920.0,6.3528,274500.0,INLAND +-121.2,38.7,28.0,2970.0,471.0,1379.0,463.0,4.3214,131700.0,INLAND +-121.2,38.69,26.0,3077.0,607.0,1603.0,595.0,2.7174,137500.0,INLAND +-121.22,38.68,10.0,6262.0,1278.0,2954.0,1169.0,3.4506,139000.0,INLAND +-121.22,38.71,23.0,1843.0,273.0,818.0,276.0,4.4695,214700.0,INLAND +-121.23,38.71,18.0,4947.0,714.0,2227.0,675.0,4.8542,170500.0,INLAND +-121.23,38.69,19.0,5268.0,849.0,2357.0,849.0,3.9226,148700.0,INLAND +-121.23,38.67,27.0,5266.0,971.0,2432.0,948.0,3.8954,133000.0,INLAND +-121.24,38.67,28.0,3558.0,589.0,1742.0,581.0,4.0182,131700.0,INLAND +-121.2,38.68,9.0,2200.0,422.0,938.0,369.0,3.4896,143800.0,INLAND +-121.21,38.67,11.0,5500.0,956.0,2827.0,946.0,4.1071,145800.0,INLAND +-121.22,38.67,20.0,1412.0,226.0,700.0,227.0,4.05,130700.0,INLAND +-121.21,38.67,19.0,2987.0,626.0,1610.0,605.0,3.0533,112100.0,INLAND +-121.19,38.67,16.0,1754.0,284.0,773.0,277.0,4.817,147000.0,INLAND +-121.2,38.67,26.0,1546.0,287.0,773.0,299.0,2.9803,115400.0,INLAND +-121.2,38.67,10.0,3875.0,668.0,1632.0,593.0,4.6902,171000.0,INLAND +-121.19,38.66,26.0,1937.0,286.0,769.0,274.0,6.1185,179200.0,INLAND +-121.2,38.66,17.0,1605.0,217.0,732.0,241.0,5.47,204800.0,INLAND +-121.15,38.69,52.0,240.0,44.0,6675.0,29.0,6.1359,225000.0,INLAND +-121.17,38.71,15.0,3084.0,557.0,1040.0,562.0,2.5183,293300.0,INLAND +-121.17,38.68,37.0,1252.0,267.0,686.0,256.0,3.0,121900.0,INLAND +-121.18,38.67,42.0,2101.0,480.0,945.0,426.0,2.3333,116000.0,INLAND +-121.16,38.67,21.0,6198.0,1223.0,2827.0,1179.0,3.7796,159000.0,INLAND +-121.15,38.68,6.0,9798.0,1551.0,4583.0,1494.0,5.0159,189600.0,INLAND +-121.16,38.68,21.0,3517.0,667.0,1687.0,655.0,3.1161,131600.0,INLAND +-121.13,38.66,2.0,12360.0,1747.0,4438.0,1470.0,6.2503,222500.0,INLAND +-121.13,38.55,8.0,530.0,109.0,398.0,96.0,4.2031,212500.0,INLAND +-121.06,38.51,6.0,6873.0,959.0,2354.0,931.0,6.8869,263100.0,INLAND +-121.13,38.47,16.0,2574.0,441.0,1041.0,428.0,3.6645,203400.0,INLAND +-121.24,38.63,4.0,11021.0,1565.0,3857.0,1494.0,7.2582,273200.0,INLAND +-121.22,38.58,25.0,394.0,94.0,155.0,83.0,2.233,55000.0,INLAND +-121.28,38.55,35.0,7088.0,1279.0,4885.0,1272.0,2.6981,112500.0,INLAND +-121.31,38.59,35.0,3295.0,560.0,1454.0,536.0,3.1711,101900.0,INLAND +-121.32,38.59,21.0,9774.0,1777.0,4674.0,1712.0,3.6817,136100.0,INLAND +-121.32,38.59,24.0,4378.0,910.0,2149.0,812.0,2.5035,123700.0,INLAND +-121.29,38.61,17.0,13553.0,2474.0,6544.0,2359.0,3.9727,132700.0,INLAND +-121.3,38.61,25.0,2707.0,464.0,1423.0,490.0,4.3235,116900.0,INLAND +-121.3,38.6,32.0,9534.0,1819.0,4951.0,1710.0,3.3926,103400.0,INLAND +-121.27,38.62,13.0,2321.0,539.0,1066.0,497.0,2.7652,95600.0,INLAND +-121.28,38.61,22.0,2938.0,619.0,1501.0,561.0,2.7356,96100.0,INLAND +-121.28,38.61,23.0,2547.0,504.0,1235.0,469.0,2.4722,103300.0,INLAND +-121.29,38.61,26.0,1814.0,299.0,963.0,317.0,4.4519,110500.0,INLAND +-121.27,38.61,17.0,6663.0,1369.0,2840.0,1299.0,2.9452,115600.0,INLAND +-121.28,38.6,25.0,1122.0,198.0,564.0,213.0,3.1654,111600.0,INLAND +-121.28,38.6,17.0,1671.0,378.0,848.0,351.0,3.1194,112500.0,INLAND +-121.29,38.6,29.0,1276.0,225.0,600.0,223.0,4.0938,109100.0,INLAND +-121.32,38.57,15.0,3369.0,499.0,1733.0,470.0,5.31,127500.0,INLAND +-121.33,38.56,17.0,3608.0,682.0,1694.0,666.0,3.311,109400.0,INLAND +-121.32,38.57,25.0,692.0,146.0,504.0,167.0,3.6897,101100.0,INLAND +-121.32,38.56,18.0,1169.0,186.0,614.0,192.0,4.5766,108700.0,INLAND +-121.32,38.54,13.0,4715.0,1090.0,2420.0,1059.0,2.9693,104400.0,INLAND +-121.28,38.53,18.0,224.0,38.0,95.0,41.0,3.1042,165000.0,INLAND +-121.3,38.58,19.0,2653.0,680.0,1419.0,579.0,2.3787,91300.0,INLAND +-121.3,38.58,16.0,1537.0,,1125.0,375.0,2.6471,90700.0,INLAND +-121.31,38.58,10.0,2421.0,580.0,962.0,497.0,2.5035,112500.0,INLAND +-121.31,38.57,9.0,2748.0,521.0,1663.0,565.0,3.5192,113300.0,INLAND +-121.31,38.57,22.0,1229.0,253.0,733.0,250.0,2.5,101600.0,INLAND +-121.33,38.57,17.0,1621.0,350.0,706.0,338.0,2.3684,150000.0,INLAND +-121.28,38.59,3.0,4188.0,1136.0,2081.0,995.0,3.0481,92500.0,INLAND +-121.29,38.59,19.0,2460.0,470.0,1346.0,480.0,3.6563,95600.0,INLAND +-121.3,38.59,25.0,3002.0,718.0,1660.0,613.0,2.1116,89600.0,INLAND +-121.3,38.58,29.0,2748.0,563.0,1619.0,525.0,2.8966,92400.0,INLAND +-121.34,38.56,12.0,2975.0,628.0,1440.0,593.0,2.9896,118600.0,INLAND +-121.34,38.55,11.0,2838.0,498.0,1701.0,504.0,4.1447,114000.0,INLAND +-121.35,38.54,12.0,16239.0,3358.0,8656.0,3234.0,3.5691,116300.0,INLAND +-121.37,38.56,19.0,6308.0,1167.0,3012.0,1112.0,2.9464,113500.0,INLAND +-121.37,38.57,16.0,3895.0,896.0,1762.0,855.0,2.6635,135800.0,INLAND +-121.37,38.56,18.0,2129.0,363.0,815.0,347.0,2.7679,118000.0,INLAND +-121.36,38.57,26.0,1793.0,244.0,653.0,235.0,5.6485,129500.0,INLAND +-121.35,38.56,16.0,2629.0,491.0,1265.0,485.0,4.5066,140200.0,INLAND +-121.34,38.58,17.0,1605.0,258.0,748.0,262.0,5.0917,134100.0,INLAND +-121.34,38.57,14.0,5737.0,1008.0,2731.0,983.0,4.4602,134500.0,INLAND +-121.35,38.55,18.0,4481.0,780.0,2211.0,775.0,3.9934,123300.0,INLAND +-121.35,38.55,22.0,2607.0,411.0,1216.0,407.0,5.0427,126900.0,INLAND +-121.36,38.55,33.0,1191.0,198.0,554.0,191.0,2.8021,118800.0,INLAND +-121.35,38.56,16.0,2278.0,370.0,1203.0,371.0,5.0622,132400.0,INLAND +-121.36,38.56,17.0,6225.0,938.0,3064.0,947.0,5.2881,138000.0,INLAND +-121.37,38.55,21.0,2713.0,432.0,1287.0,440.0,4.5815,125500.0,INLAND +-121.36,38.56,20.0,1232.0,332.0,667.0,288.0,1.8288,32500.0,INLAND +-121.37,38.56,27.0,1827.0,509.0,852.0,450.0,2.0901,52500.0,INLAND +-121.3,38.51,19.0,822.0,134.0,457.0,133.0,4.15,157500.0,INLAND +-121.35,38.51,29.0,2337.0,391.0,1054.0,352.0,4.2206,157700.0,INLAND +-121.4,38.47,4.0,20982.0,3392.0,10329.0,3086.0,4.3658,130600.0,INLAND +-121.38,38.47,4.0,14418.0,2282.0,6578.0,2140.0,4.5604,145900.0,INLAND +-121.39,38.43,3.0,2696.0,384.0,990.0,316.0,5.4445,237600.0,INLAND +-121.27,38.44,19.0,2780.0,414.0,1320.0,404.0,5.8831,209900.0,INLAND +-121.35,38.46,2.0,6992.0,1132.0,2816.0,984.0,4.3879,144400.0,INLAND +-121.34,38.44,14.0,3205.0,465.0,1439.0,456.0,5.7452,240900.0,INLAND +-121.32,38.41,17.0,4401.0,655.0,1970.0,639.0,5.8239,247500.0,INLAND +-121.36,38.42,6.0,3254.0,465.0,1168.0,345.0,5.1811,188400.0,INLAND +-121.37,38.41,14.0,3727.0,685.0,1741.0,646.0,3.5625,125700.0,INLAND +-121.37,38.42,18.0,2643.0,502.0,1755.0,541.0,3.3281,91200.0,INLAND +-121.38,38.41,7.0,6091.0,921.0,2916.0,886.0,4.7557,150400.0,INLAND +-121.38,38.41,10.0,3425.0,629.0,1538.0,587.0,4.45,138700.0,INLAND +-121.38,38.4,15.0,4155.0,637.0,1722.0,616.0,4.8831,154400.0,INLAND +-121.37,38.39,15.0,1883.0,254.0,893.0,256.0,6.2575,143500.0,INLAND +-121.35,38.4,11.0,2322.0,459.0,1373.0,424.0,3.175,94400.0,INLAND +-121.36,38.4,18.0,4813.0,849.0,2333.0,843.0,4.175,144400.0,INLAND +-121.36,38.39,10.0,5121.0,763.0,2568.0,758.0,5.2447,148100.0,INLAND +-121.13,38.37,10.0,1034.0,153.0,478.0,155.0,7.0326,241100.0,INLAND +-121.2,38.36,14.0,2634.0,463.0,1402.0,432.0,3.8897,175700.0,INLAND +-121.22,38.4,14.0,2655.0,441.0,1277.0,422.0,4.6989,213800.0,INLAND +-121.22,38.43,20.0,2054.0,339.0,934.0,336.0,4.5368,219300.0,INLAND +-121.29,38.36,17.0,2193.0,386.0,1148.0,372.0,4.5272,191700.0,INLAND +-121.27,38.31,17.0,1144.0,202.0,626.0,178.0,4.4107,151600.0,INLAND +-121.1,38.33,14.0,1357.0,247.0,695.0,224.0,4.1974,157800.0,INLAND +-121.2,38.28,20.0,1732.0,307.0,999.0,305.0,3.9808,160200.0,INLAND +-121.26,38.27,20.0,1314.0,229.0,712.0,219.0,4.4125,144600.0,INLAND +-121.29,38.28,11.0,1554.0,260.0,793.0,233.0,4.8073,156700.0,INLAND +-121.35,38.28,17.0,2756.0,557.0,1986.0,530.0,3.2234,82000.0,INLAND +-121.33,38.28,14.0,980.0,171.0,659.0,183.0,4.4306,170100.0,INLAND +-121.31,38.28,16.0,1708.0,391.0,687.0,378.0,1.9485,155400.0,INLAND +-121.3,38.26,19.0,1403.0,276.0,901.0,290.0,3.215,104600.0,INLAND +-121.31,38.26,22.0,1768.0,396.0,1005.0,420.0,1.8846,88300.0,INLAND +-121.32,38.26,4.0,6125.0,1063.0,3077.0,953.0,4.1179,134600.0,INLAND +-121.3,38.25,27.0,2475.0,548.0,1703.0,517.0,2.5727,86100.0,INLAND +-121.48,38.46,8.0,10505.0,1777.0,6002.0,1694.0,4.0516,121200.0,INLAND +-121.42,38.47,11.0,5665.0,1507.0,3422.0,1299.0,2.3343,97800.0,INLAND +-121.43,38.46,18.0,1378.0,235.0,818.0,262.0,4.0625,100300.0,INLAND +-121.43,38.47,21.0,1787.0,291.0,988.0,301.0,4.35,96200.0,INLAND +-121.44,38.47,16.0,1215.0,223.0,787.0,233.0,4.1597,95900.0,INLAND +-121.44,38.47,5.0,5666.0,1178.0,3139.0,1131.0,3.3608,108900.0,INLAND +-121.44,38.46,10.0,4446.0,897.0,2499.0,884.0,3.5461,103600.0,INLAND +-121.44,38.43,3.0,39320.0,6210.0,16305.0,5358.0,4.9516,153700.0,INLAND +-121.41,38.34,24.0,1605.0,277.0,1966.0,250.0,3.0833,162500.0,INLAND +-121.45,38.37,32.0,1441.0,261.0,629.0,249.0,4.4519,137500.0,INLAND +-121.5,38.34,36.0,1212.0,255.0,569.0,256.0,2.0048,72900.0,INLAND +-121.54,38.29,47.0,1396.0,254.0,630.0,218.0,2.8616,92500.0,INLAND +-121.56,38.26,43.0,1906.0,327.0,996.0,314.0,2.9744,136800.0,INLAND +-121.51,38.26,52.0,910.0,212.0,429.0,212.0,1.6458,52800.0,INLAND +-121.57,38.19,36.0,1395.0,264.0,700.0,244.0,2.4353,162500.0,INLAND +-121.7,38.1,19.0,4896.0,1083.0,2150.0,905.0,3.3398,89700.0,INLAND +-121.29,36.9,17.0,3610.0,593.0,1734.0,559.0,5.8324,374200.0,INLAND +-121.37,36.89,21.0,2471.0,473.0,1753.0,451.0,4.025,293800.0,INLAND +-121.47,36.92,27.0,2049.0,417.0,1230.0,336.0,4.6477,265900.0,INLAND +-121.53,36.85,23.0,3359.0,725.0,1862.0,651.0,2.6719,193600.0,INLAND +-121.51,36.86,36.0,1019.0,168.0,602.0,169.0,2.625,210000.0,INLAND +-121.6,36.88,21.0,3416.0,624.0,1862.0,595.0,4.7813,241500.0,<1H OCEAN +-121.5,36.81,20.0,1345.0,230.0,731.0,217.0,4.2333,363300.0,INLAND +-121.45,36.86,11.0,1613.0,335.0,1617.0,342.0,3.1375,146200.0,INLAND +-121.42,36.86,41.0,440.0,106.0,389.0,94.0,2.6818,225000.0,INLAND +-121.41,36.85,11.0,1708.0,394.0,1474.0,372.0,2.8839,145900.0,INLAND +-121.4,36.85,50.0,2666.0,613.0,1768.0,555.0,2.6598,157300.0,INLAND +-121.4,36.84,52.0,1860.0,400.0,1215.0,367.0,2.9554,136500.0,INLAND +-121.4,36.84,40.0,2352.0,536.0,1430.0,535.0,3.0912,155300.0,INLAND +-121.41,36.84,23.0,1771.0,356.0,1105.0,338.0,3.7049,192200.0,INLAND +-121.4,36.86,36.0,1256.0,270.0,910.0,255.0,1.9405,145400.0,INLAND +-121.38,36.85,13.0,4115.0,782.0,2903.0,747.0,3.7316,192400.0,INLAND +-121.38,36.84,6.0,3769.0,669.0,2061.0,648.0,4.1875,217600.0,INLAND +-121.37,36.84,11.0,1996.0,382.0,1023.0,358.0,3.5714,243000.0,INLAND +-121.38,36.84,17.0,2625.0,512.0,1487.0,481.0,3.6354,221200.0,INLAND +-121.37,36.83,14.0,3658.0,612.0,1951.0,600.0,4.76,216000.0,INLAND +-121.4,36.83,11.0,3701.0,739.0,1749.0,654.0,3.067,207900.0,INLAND +-121.44,36.84,7.0,1644.0,338.0,1143.0,331.0,4.005,180400.0,INLAND +-121.42,36.85,7.0,1626.0,325.0,677.0,304.0,2.3125,170800.0,INLAND +-121.32,36.79,30.0,516.0,90.0,288.0,95.0,3.6333,202500.0,INLAND +-121.36,36.81,7.0,4609.0,741.0,1660.0,720.0,5.0871,290500.0,INLAND +-121.34,36.76,15.0,2638.0,429.0,1289.0,357.0,4.1528,336800.0,INLAND +-121.06,36.72,23.0,395.0,70.0,166.0,52.0,2.2132,100000.0,INLAND +-120.95,36.47,52.0,1691.0,301.0,618.0,239.0,3.2292,225000.0,<1H OCEAN +-117.75,34.01,4.0,22128.0,3522.0,10450.0,3258.0,6.1287,289600.0,<1H OCEAN +-117.78,33.97,2.0,556.0,63.0,179.0,54.0,8.4411,500001.0,<1H OCEAN +-117.72,33.99,14.0,5622.0,861.0,3108.0,821.0,5.7763,206700.0,INLAND +-117.76,33.98,3.0,9662.0,1385.0,2497.0,856.0,6.7172,292400.0,<1H OCEAN +-117.74,33.97,4.0,9755.0,1748.0,4662.0,1583.0,5.6501,254900.0,<1H OCEAN +-117.72,33.97,16.0,13290.0,2062.0,6931.0,2023.0,5.228,187800.0,<1H OCEAN +-117.71,33.97,10.0,10856.0,2278.0,6474.0,2199.0,3.851,137200.0,INLAND +-117.7,33.92,4.0,8301.0,1333.0,3941.0,1236.0,6.2141,252200.0,<1H OCEAN +-117.75,33.95,13.0,984.0,127.0,364.0,119.0,7.5839,426900.0,<1H OCEAN +-117.76,33.94,40.0,1092.0,213.0,457.0,190.0,5.1165,184200.0,<1H OCEAN +-117.69,34.09,28.0,1437.0,295.0,724.0,262.0,2.725,140200.0,INLAND +-117.7,34.08,10.0,1979.0,454.0,1117.0,389.0,3.7802,107300.0,INLAND +-117.7,34.09,25.0,1719.0,331.0,1098.0,324.0,3.625,121800.0,INLAND +-117.71,34.08,29.0,1276.0,283.0,1216.0,316.0,2.5972,134300.0,INLAND +-117.71,34.07,31.0,1840.0,380.0,1187.0,357.0,3.8875,129200.0,INLAND +-117.69,34.08,30.0,4255.0,773.0,2129.0,730.0,4.5185,142500.0,INLAND +-117.69,34.07,35.0,3222.0,559.0,1970.0,550.0,3.7083,131000.0,INLAND +-117.69,34.07,34.0,4055.0,739.0,2470.0,753.0,3.8586,136000.0,INLAND +-117.69,34.08,14.0,4136.0,886.0,2026.0,788.0,3.2344,128200.0,INLAND +-117.71,34.07,24.0,1948.0,362.0,1286.0,364.0,3.6,139300.0,INLAND +-117.7,34.08,33.0,4674.0,791.0,2769.0,784.0,4.1448,137300.0,INLAND +-117.7,34.07,33.0,1552.0,288.0,1326.0,303.0,3.7969,128400.0,INLAND +-117.69,34.06,29.0,873.0,226.0,649.0,198.0,2.7986,114400.0,INLAND +-117.69,34.06,25.0,1881.0,433.0,1337.0,417.0,2.5536,144000.0,INLAND +-117.7,34.06,25.0,2054.0,609.0,2271.0,564.0,2.3049,150000.0,INLAND +-117.7,34.06,7.0,732.0,145.0,431.0,132.0,2.9107,95300.0,INLAND +-117.71,34.06,27.0,2127.0,628.0,1970.0,534.0,1.4722,91300.0,INLAND +-117.68,34.05,25.0,1859.0,463.0,1070.0,374.0,2.5395,187500.0,INLAND +-117.69,34.05,10.0,1875.0,366.0,1055.0,363.0,4.3264,128900.0,INLAND +-117.7,34.05,24.0,2834.0,470.0,1815.0,471.0,4.7357,162500.0,INLAND +-117.71,34.06,16.0,1458.0,295.0,912.0,331.0,3.625,160400.0,INLAND +-117.71,34.05,20.0,2281.0,444.0,1545.0,481.0,2.5735,130500.0,INLAND +-117.72,34.05,31.0,2220.0,526.0,1662.0,472.0,2.7321,104300.0,INLAND +-117.72,34.05,8.0,1841.0,409.0,1243.0,394.0,4.0614,107000.0,INLAND +-117.69,34.04,5.0,4459.0,896.0,2028.0,881.0,4.0096,182600.0,INLAND +-117.7,34.04,13.0,5301.0,1025.0,2870.0,984.0,3.5954,163000.0,INLAND +-117.71,34.04,20.0,1950.0,310.0,1054.0,312.0,4.625,222100.0,INLAND +-117.71,34.04,17.0,4098.0,733.0,1859.0,713.0,2.9811,231800.0,INLAND +-117.72,34.03,17.0,2902.0,476.0,1652.0,479.0,5.6029,161800.0,INLAND +-117.72,34.02,17.0,1781.0,262.0,860.0,256.0,6.5958,236800.0,INLAND +-117.73,34.01,36.0,2340.0,392.0,1213.0,388.0,4.125,213000.0,INLAND +-117.72,34.0,15.0,4363.0,690.0,2410.0,666.0,5.4824,179700.0,INLAND +-117.68,34.0,5.0,3761.0,580.0,2335.0,648.0,5.7338,225400.0,INLAND +-117.69,34.0,28.0,707.0,154.0,561.0,129.0,2.5781,111600.0,INLAND +-117.7,34.0,15.0,4905.0,711.0,2711.0,762.0,5.7021,193100.0,INLAND +-117.71,34.02,17.0,12689.0,2426.0,7343.0,2230.0,3.6361,157700.0,INLAND +-117.71,34.03,11.0,3467.0,749.0,2163.0,676.0,3.4267,164400.0,INLAND +-117.67,34.03,20.0,8561.0,1411.0,4861.0,1450.0,4.7056,165500.0,INLAND +-117.68,34.03,16.0,2859.0,668.0,1946.0,591.0,3.0396,124300.0,INLAND +-117.69,34.03,20.0,6374.0,1412.0,3690.0,1350.0,3.4184,162500.0,INLAND +-117.68,34.01,20.0,7326.0,1555.0,5718.0,1538.0,3.2073,123500.0,INLAND +-117.69,34.01,30.0,2598.0,573.0,2170.0,518.0,2.3,95600.0,INLAND +-117.68,34.15,24.0,1033.0,189.0,486.0,204.0,4.1719,213500.0,INLAND +-117.66,34.15,25.0,3430.0,485.0,1284.0,438.0,8.5282,360100.0,INLAND +-117.64,34.15,16.0,2896.0,404.0,1165.0,379.0,6.4559,392900.0,INLAND +-117.68,34.15,4.0,4082.0,578.0,1996.0,580.0,6.7813,286300.0,INLAND +-117.68,34.14,4.0,4791.0,695.0,1871.0,659.0,6.9532,277000.0,INLAND +-117.66,34.14,11.0,3628.0,469.0,1488.0,463.0,7.0844,325000.0,INLAND +-117.66,34.14,8.0,1692.0,253.0,857.0,251.0,6.9418,310500.0,INLAND +-117.66,34.15,20.0,2524.0,311.0,965.0,285.0,8.0103,395500.0,INLAND +-117.65,34.14,16.0,2196.0,287.0,949.0,289.0,8.6573,354000.0,INLAND +-117.69,34.13,8.0,2915.0,371.0,1271.0,354.0,7.9627,345400.0,INLAND +-117.67,34.13,10.0,2846.0,362.0,1221.0,355.0,7.7234,304100.0,INLAND +-117.66,34.13,17.0,3229.0,405.0,1289.0,407.0,6.3842,307100.0,INLAND +-117.67,34.12,15.0,3162.0,495.0,1145.0,473.0,5.3525,191700.0,INLAND +-117.66,34.13,19.0,3995.0,554.0,1523.0,509.0,6.075,254100.0,INLAND +-117.66,34.12,22.0,2272.0,278.0,933.0,305.0,8.8204,390500.0,INLAND +-117.65,34.14,9.0,3877.0,490.0,1815.0,490.0,8.4839,406700.0,INLAND +-117.65,34.13,24.0,2121.0,296.0,913.0,302.0,5.9328,255900.0,INLAND +-117.65,34.12,17.0,3006.0,427.0,1291.0,406.0,6.2083,242700.0,INLAND +-117.63,34.12,4.0,4323.0,775.0,1479.0,663.0,6.0758,226800.0,INLAND +-117.64,34.12,18.0,3605.0,534.0,1682.0,480.0,5.8407,202900.0,INLAND +-117.65,34.11,29.0,2927.0,634.0,1710.0,623.0,3.6219,176600.0,INLAND +-117.64,34.11,16.0,2129.0,420.0,932.0,379.0,2.5868,146900.0,INLAND +-117.63,34.11,30.0,2674.0,428.0,1404.0,456.0,4.2969,165600.0,INLAND +-117.69,34.11,16.0,2427.0,522.0,794.0,491.0,2.6929,119300.0,INLAND +-117.68,34.12,16.0,2181.0,321.0,1133.0,350.0,5.7214,259400.0,INLAND +-117.68,34.11,16.0,3190.0,471.0,1414.0,464.0,5.5292,208600.0,INLAND +-117.66,34.12,16.0,3853.0,541.0,1726.0,497.0,6.1195,251100.0,INLAND +-117.66,34.11,19.0,3445.0,661.0,1635.0,580.0,5.0681,230500.0,INLAND +-117.65,34.12,27.0,2298.0,340.0,1071.0,369.0,6.5587,239000.0,INLAND +-117.65,34.11,28.0,2788.0,370.0,1140.0,385.0,5.3368,233500.0,INLAND +-117.69,34.1,17.0,3759.0,1035.0,1722.0,847.0,2.6074,137500.0,INLAND +-117.68,34.1,11.0,7392.0,1796.0,3841.0,1621.0,2.8326,163000.0,INLAND +-117.67,34.1,28.0,1263.0,248.0,601.0,219.0,3.875,174000.0,INLAND +-117.67,34.1,19.0,2969.0,605.0,1326.0,573.0,4.3438,155700.0,INLAND +-117.65,34.1,19.0,1688.0,365.0,622.0,322.0,3.6,136400.0,INLAND +-117.66,34.1,37.0,1971.0,345.0,939.0,358.0,3.4634,145300.0,INLAND +-117.66,34.1,26.0,1855.0,553.0,1109.0,536.0,2.2429,150000.0,INLAND +-117.65,34.1,30.0,1461.0,341.0,1014.0,345.0,2.4667,106000.0,INLAND +-117.68,34.09,22.0,1547.0,334.0,773.0,316.0,2.9812,148800.0,INLAND +-117.67,34.09,17.0,4418.0,1256.0,2417.0,1094.0,2.7266,101000.0,INLAND +-117.66,34.09,26.0,1151.0,200.0,593.0,188.0,3.6667,166300.0,INLAND +-117.66,34.09,20.0,2462.0,496.0,1117.0,458.0,3.2321,162500.0,INLAND +-117.66,34.09,23.0,1426.0,313.0,954.0,319.0,3.0357,151500.0,INLAND +-117.65,34.09,33.0,2446.0,396.0,1209.0,412.0,4.3958,145600.0,INLAND +-117.62,34.13,20.0,3216.0,516.0,1655.0,524.0,5.1261,158800.0,INLAND +-117.62,34.11,17.0,1869.0,311.0,831.0,262.0,6.148,243900.0,INLAND +-117.62,34.11,31.0,2561.0,414.0,1204.0,435.0,4.4637,192800.0,INLAND +-117.63,34.1,15.0,4799.0,1209.0,2554.0,1057.0,2.6582,122800.0,INLAND +-117.63,34.09,8.0,3557.0,890.0,2251.0,765.0,2.6818,114100.0,INLAND +-117.64,34.09,34.0,2839.0,659.0,1822.0,631.0,3.05,121300.0,INLAND +-117.65,34.09,46.0,1214.0,281.0,701.0,294.0,2.7083,116300.0,INLAND +-117.65,34.1,44.0,1526.0,337.0,831.0,326.0,3.0284,115800.0,INLAND +-117.65,34.1,44.0,2808.0,585.0,1444.0,550.0,2.7159,139300.0,INLAND +-117.68,34.08,21.0,5662.0,1185.0,3067.0,1055.0,3.3482,137300.0,INLAND +-117.68,34.08,28.0,2459.0,492.0,1230.0,498.0,3.0978,137200.0,INLAND +-117.67,34.07,29.0,1840.0,388.0,1278.0,368.0,3.5036,123400.0,INLAND +-117.68,34.07,24.0,2626.0,692.0,2204.0,647.0,1.7806,135000.0,INLAND +-117.68,34.07,32.0,1775.0,314.0,1067.0,302.0,4.0375,121300.0,INLAND +-117.65,34.08,35.0,2621.0,391.0,1074.0,391.0,4.7176,166400.0,INLAND +-117.65,34.08,38.0,2750.0,572.0,1410.0,483.0,3.3836,144900.0,INLAND +-117.66,34.07,37.0,2454.0,511.0,1165.0,504.0,2.9474,139600.0,INLAND +-117.66,34.06,24.0,4043.0,952.0,2174.0,859.0,2.2244,114900.0,INLAND +-117.66,34.07,36.0,2072.0,408.0,964.0,395.0,2.8702,137000.0,INLAND +-117.66,34.07,33.0,2081.0,409.0,1008.0,375.0,2.587,138100.0,INLAND +-117.66,34.08,36.0,1485.0,236.0,623.0,261.0,3.3036,141000.0,INLAND +-117.66,34.08,33.0,3659.0,590.0,1773.0,615.0,3.9227,157200.0,INLAND +-117.64,34.08,37.0,2576.0,468.0,1284.0,428.0,3.3958,130400.0,INLAND +-117.64,34.07,43.0,1970.0,379.0,1036.0,391.0,3.2083,122800.0,INLAND +-117.65,34.08,52.0,2264.0,439.0,1031.0,437.0,3.375,144300.0,INLAND +-117.65,34.08,40.0,1609.0,258.0,624.0,242.0,5.4689,158200.0,INLAND +-117.64,34.08,35.0,1254.0,241.0,729.0,253.0,3.495,118000.0,INLAND +-117.64,34.08,33.0,1987.0,455.0,1369.0,475.0,2.4464,122600.0,INLAND +-117.63,34.08,38.0,1810.0,371.0,1257.0,354.0,3.8355,111700.0,INLAND +-117.63,34.07,39.0,2650.0,511.0,1537.0,495.0,3.4432,106700.0,INLAND +-117.62,34.07,15.0,4061.0,811.0,2884.0,734.0,3.3936,127000.0,INLAND +-117.62,34.08,30.0,1372.0,235.0,1047.0,225.0,3.1597,116300.0,INLAND +-117.63,34.09,19.0,3490.0,816.0,2818.0,688.0,2.8977,126200.0,INLAND +-117.62,34.09,26.0,3271.0,595.0,2259.0,566.0,4.0139,132000.0,INLAND +-117.62,34.08,22.0,2626.0,631.0,1678.0,557.0,3.125,111800.0,INLAND +-117.62,34.08,24.0,2801.0,554.0,2064.0,529.0,4.4946,136000.0,INLAND +-117.61,34.08,20.0,3550.0,736.0,2229.0,681.0,3.0199,128800.0,INLAND +-117.61,34.09,23.0,1945.0,362.0,1483.0,383.0,4.4205,135500.0,INLAND +-117.61,34.09,11.0,2000.0,391.0,1503.0,426.0,4.6167,144000.0,INLAND +-117.61,34.08,12.0,4427.0,,2400.0,843.0,4.7147,158700.0,INLAND +-117.6,34.08,15.0,2700.0,460.0,1432.0,449.0,4.9063,159800.0,INLAND +-117.65,34.07,35.0,2501.0,651.0,1182.0,591.0,1.4464,113200.0,INLAND +-117.65,34.07,52.0,1041.0,252.0,558.0,231.0,1.9236,117200.0,INLAND +-117.65,34.06,41.0,465.0,130.0,349.0,138.0,2.0893,112500.0,INLAND +-117.62,34.07,16.0,6009.0,1599.0,5110.0,1389.0,2.5677,128900.0,INLAND +-117.64,34.07,30.0,2787.0,713.0,2647.0,693.0,2.2765,98100.0,INLAND +-117.64,34.07,38.0,2450.0,544.0,1823.0,536.0,2.837,111200.0,INLAND +-117.64,34.07,52.0,1644.0,372.0,1269.0,355.0,2.6913,108300.0,INLAND +-117.67,34.06,26.0,1592.0,429.0,1182.0,365.0,2.4583,110400.0,INLAND +-117.66,34.06,39.0,1405.0,339.0,1489.0,336.0,1.608,91800.0,INLAND +-117.65,34.06,41.0,1171.0,334.0,1479.0,334.0,2.25,90500.0,INLAND +-117.64,34.06,43.0,763.0,219.0,851.0,198.0,1.7292,79200.0,INLAND +-117.64,34.06,50.0,637.0,143.0,590.0,147.0,1.9659,85700.0,INLAND +-117.63,34.06,39.0,1210.0,310.0,1294.0,303.0,2.3636,88300.0,INLAND +-117.66,34.05,36.0,2341.0,520.0,2138.0,523.0,2.3347,104000.0,INLAND +-117.66,34.05,33.0,960.0,216.0,831.0,222.0,2.5391,108600.0,INLAND +-117.66,34.05,6.0,5129.0,1119.0,2533.0,949.0,3.625,113600.0,INLAND +-117.67,34.04,16.0,3260.0,501.0,1973.0,535.0,4.6563,162000.0,INLAND +-117.66,34.04,16.0,2081.0,348.0,1332.0,356.0,4.7872,147600.0,INLAND +-117.66,34.05,14.0,2644.0,525.0,2021.0,511.0,3.6467,147500.0,INLAND +-117.65,34.04,15.0,3393.0,,2039.0,611.0,3.9336,151000.0,INLAND +-117.66,34.04,10.0,3657.0,695.0,2079.0,663.0,4.2054,159900.0,INLAND +-117.67,34.05,6.0,2833.0,628.0,1717.0,589.0,3.2062,167500.0,INLAND +-117.67,34.04,13.0,2295.0,374.0,1284.0,378.0,5.2551,194300.0,INLAND +-117.67,34.04,13.0,1543.0,,776.0,358.0,3.0598,99700.0,INLAND +-117.68,34.04,27.0,574.0,103.0,321.0,103.0,3.9107,186500.0,INLAND +-117.65,34.02,9.0,2107.0,411.0,1138.0,389.0,4.4042,159100.0,INLAND +-117.66,34.03,14.0,2137.0,345.0,1151.0,352.0,5.753,185500.0,INLAND +-117.67,34.02,16.0,3042.0,524.0,1516.0,475.0,4.8906,178500.0,INLAND +-117.66,34.02,11.0,3358.0,504.0,1690.0,482.0,6.7544,207900.0,INLAND +-117.65,34.03,15.0,4420.0,903.0,2373.0,858.0,3.449,149100.0,INLAND +-117.65,34.04,28.0,2360.0,607.0,2623.0,592.0,2.5048,100000.0,INLAND +-117.64,34.05,32.0,1129.0,251.0,1378.0,268.0,3.0057,96900.0,INLAND +-117.64,34.05,27.0,1407.0,362.0,1684.0,350.0,2.1944,95700.0,INLAND +-117.64,34.03,11.0,2050.0,382.0,1044.0,371.0,4.8281,137000.0,INLAND +-117.64,34.04,21.0,1801.0,507.0,2556.0,484.0,2.4716,102500.0,INLAND +-117.64,34.03,10.0,3194.0,579.0,2088.0,549.0,4.1779,159100.0,INLAND +-117.64,34.02,10.0,4887.0,930.0,2637.0,831.0,4.0611,158000.0,INLAND +-117.63,34.02,13.0,4864.0,729.0,2780.0,723.0,5.6168,175400.0,INLAND +-117.62,34.02,9.0,4265.0,587.0,2280.0,589.0,5.5632,195100.0,INLAND +-117.62,34.03,15.0,3942.0,661.0,2240.0,621.0,4.8311,176000.0,INLAND +-117.62,34.02,16.0,2040.0,325.0,1207.0,324.0,5.0431,164100.0,INLAND +-117.61,34.02,15.0,1791.0,346.0,1219.0,328.0,3.8125,170300.0,INLAND +-117.6,34.02,16.0,2103.0,348.0,1305.0,356.0,5.2849,160400.0,INLAND +-117.6,34.03,16.0,1499.0,232.0,918.0,239.0,5.5677,175400.0,INLAND +-117.62,34.05,33.0,883.0,211.0,1007.0,210.0,2.8281,103600.0,INLAND +-117.61,34.04,8.0,4116.0,766.0,1785.0,745.0,3.1672,150200.0,INLAND +-117.66,34.02,12.0,5616.0,871.0,3019.0,782.0,5.5425,202300.0,INLAND +-117.64,34.02,6.0,248.0,47.0,119.0,42.0,2.125,416700.0,INLAND +-117.61,34.01,25.0,352.0,41.0,99.0,34.0,3.9696,500000.0,INLAND +-117.61,34.02,8.0,63.0,9.0,25.0,7.0,7.7197,275000.0,INLAND +-117.64,33.99,29.0,1005.0,152.0,513.0,149.0,2.4375,181300.0,INLAND +-117.66,34.0,5.0,1387.0,236.0,855.0,270.0,5.411,201100.0,INLAND +-117.6,33.98,26.0,1225.0,199.0,717.0,204.0,2.7284,225000.0,INLAND +-117.63,33.94,36.0,447.0,95.0,2886.0,85.0,4.2578,183300.0,INLAND +-117.58,34.0,2.0,7544.0,1516.0,2801.0,1001.0,4.0037,245200.0,INLAND +-117.57,34.15,3.0,12806.0,2219.0,4249.0,1499.0,5.485,343100.0,INLAND +-117.57,34.13,5.0,6135.0,879.0,2795.0,781.0,5.9369,225200.0,INLAND +-117.54,34.12,4.0,17577.0,2819.0,7766.0,2473.0,5.1333,181800.0,INLAND +-117.54,34.11,16.0,2114.0,374.0,1463.0,399.0,3.9241,131500.0,INLAND +-117.51,34.14,21.0,2455.0,381.0,1094.0,327.0,4.6437,191700.0,INLAND +-117.5,34.12,2.0,11965.0,1802.0,4436.0,1296.0,5.285,191700.0,INLAND +-117.51,34.16,2.0,718.0,98.0,119.0,50.0,4.1,315000.0,INLAND +-117.55,34.14,3.0,5710.0,919.0,2874.0,886.0,5.3638,206300.0,INLAND +-117.59,34.16,10.0,9467.0,1181.0,3819.0,1122.0,7.8252,361400.0,INLAND +-117.58,34.14,7.0,11818.0,1745.0,5499.0,1600.0,5.3678,231700.0,INLAND +-117.62,34.15,16.0,13556.0,1704.0,5669.0,1668.0,6.5138,311500.0,INLAND +-117.61,34.14,14.0,15809.0,2485.0,7363.0,2410.0,5.5198,245600.0,INLAND +-117.61,34.13,21.0,8416.0,1386.0,4308.0,1341.0,4.4611,164600.0,INLAND +-117.61,34.12,17.0,6709.0,1198.0,3954.0,1161.0,4.6997,156900.0,INLAND +-117.59,34.13,10.0,20263.0,3915.0,9716.0,3744.0,3.8505,169600.0,INLAND +-117.58,34.11,14.0,11635.0,2055.0,6443.0,2009.0,4.7547,157600.0,INLAND +-117.6,34.11,18.0,6025.0,1062.0,3360.0,1028.0,4.8889,155700.0,INLAND +-117.56,34.12,4.0,6956.0,1271.0,3455.0,1228.0,4.7193,178700.0,INLAND +-117.56,34.12,4.0,5351.0,1210.0,2988.0,1101.0,3.7973,181300.0,INLAND +-117.61,34.1,9.0,18956.0,4095.0,10323.0,3832.0,3.6033,132600.0,INLAND +-117.59,34.1,17.0,3646.0,1035.0,1987.0,895.0,2.3603,139300.0,INLAND +-117.58,34.1,4.0,6360.0,1584.0,3359.0,1396.0,3.5186,127800.0,INLAND +-117.58,34.09,27.0,754.0,200.0,746.0,185.0,1.9531,100800.0,INLAND +-117.59,34.09,16.0,2401.0,465.0,1757.0,500.0,3.9755,120400.0,INLAND +-117.57,34.07,4.0,2152.0,580.0,1083.0,441.0,3.1458,118800.0,INLAND +-117.59,34.03,16.0,3443.0,562.0,2130.0,564.0,5.0769,161400.0,INLAND +-117.59,34.02,14.0,1463.0,261.0,881.0,245.0,4.7857,152500.0,INLAND +-117.58,34.02,4.0,5998.0,1092.0,3182.0,1042.0,5.2692,174800.0,INLAND +-117.57,34.02,5.0,6933.0,1311.0,3845.0,1285.0,4.6727,158900.0,INLAND +-117.53,34.06,18.0,5605.0,1303.0,4028.0,1145.0,2.9386,116400.0,INLAND +-117.53,34.1,5.0,2185.0,488.0,1379.0,458.0,3.7917,103000.0,INLAND +-117.42,34.13,4.0,11587.0,1796.0,5804.0,1705.0,4.8283,141900.0,INLAND +-117.43,34.12,7.0,5954.0,1071.0,3567.0,1070.0,3.2056,134100.0,INLAND +-117.45,34.13,16.0,5058.0,965.0,3388.0,878.0,3.6417,119000.0,INLAND +-117.46,34.14,10.0,714.0,131.0,381.0,119.0,0.8926,116100.0,INLAND +-117.47,34.12,6.0,10565.0,1767.0,5690.0,1555.0,4.1797,141000.0,INLAND +-117.46,34.1,35.0,908.0,226.0,667.0,203.0,2.5833,93500.0,INLAND +-117.46,34.1,7.0,1759.0,473.0,1064.0,328.0,1.9583,108800.0,INLAND +-117.46,34.09,8.0,4711.0,963.0,3310.0,988.0,3.5488,101600.0,INLAND +-117.48,34.09,32.0,3170.0,630.0,2612.0,580.0,3.6394,99200.0,INLAND +-117.48,34.09,32.0,1650.0,328.0,1124.0,290.0,3.1838,98600.0,INLAND +-117.48,34.1,30.0,2287.0,531.0,1796.0,503.0,2.5833,90600.0,INLAND +-117.46,34.08,18.0,3830.0,750.0,2767.0,702.0,3.6602,120700.0,INLAND +-117.46,34.07,19.0,3155.0,572.0,2482.0,642.0,2.9973,113400.0,INLAND +-117.48,34.08,28.0,1922.0,382.0,1565.0,340.0,3.915,117400.0,INLAND +-117.48,34.08,17.0,1834.0,390.0,1253.0,357.0,3.1028,106400.0,INLAND +-117.47,34.07,24.0,1017.0,227.0,568.0,187.0,1.5972,112500.0,INLAND +-117.42,34.06,27.0,2532.0,495.0,1305.0,436.0,2.9107,143100.0,INLAND +-117.46,34.06,24.0,2831.0,478.0,1582.0,435.0,4.3397,195600.0,INLAND +-117.47,34.06,33.0,1379.0,273.0,884.0,229.0,2.7574,125000.0,INLAND +-117.49,34.05,20.0,1483.0,249.0,660.0,194.0,3.9464,207700.0,INLAND +-117.5,34.04,5.0,3958.0,665.0,2456.0,666.0,5.1647,154700.0,INLAND +-117.5,34.04,4.0,3428.0,649.0,2158.0,632.0,5.0175,143400.0,INLAND +-117.49,34.04,4.0,6034.0,1170.0,3527.0,1098.0,4.1775,143700.0,INLAND +-117.46,34.04,3.0,12870.0,2315.0,5820.0,1759.0,4.2429,147300.0,INLAND +-117.38,34.14,11.0,10804.0,1493.0,5221.0,1482.0,5.246,161400.0,INLAND +-117.4,34.15,4.0,12156.0,1864.0,5020.0,1524.0,4.7909,149200.0,INLAND +-117.4,34.18,16.0,1769.0,254.0,1778.0,251.0,5.3671,181800.0,INLAND +-117.38,34.2,16.0,193.0,45.0,312.0,76.0,3.7578,137500.0,INLAND +-117.45,34.11,7.0,6356.0,1244.0,4052.0,1164.0,2.9112,121700.0,INLAND +-117.45,34.1,9.0,4288.0,1017.0,3156.0,900.0,2.7827,105800.0,INLAND +-117.45,34.1,6.0,5571.0,1316.0,4048.0,1154.0,2.0308,91100.0,INLAND +-117.42,34.11,25.0,4261.0,893.0,2319.0,702.0,3.3958,111900.0,INLAND +-117.42,34.1,18.0,3977.0,809.0,2231.0,742.0,4.1399,115400.0,INLAND +-117.43,34.1,34.0,1345.0,265.0,834.0,290.0,3.7011,99500.0,INLAND +-117.43,34.11,17.0,4109.0,884.0,2544.0,780.0,2.7757,109800.0,INLAND +-117.43,34.1,43.0,1898.0,418.0,971.0,366.0,2.4735,89900.0,INLAND +-117.44,34.1,43.0,1614.0,400.0,926.0,349.0,2.075,95100.0,INLAND +-117.44,34.09,24.0,3477.0,831.0,2541.0,753.0,2.3682,97400.0,INLAND +-117.44,34.09,12.0,3598.0,828.0,2588.0,781.0,2.375,113800.0,INLAND +-117.44,34.08,15.0,5024.0,992.0,3208.0,981.0,3.6025,116400.0,INLAND +-117.42,34.09,28.0,3193.0,525.0,1750.0,523.0,4.1375,128300.0,INLAND +-117.42,34.08,28.0,2300.0,419.0,1312.0,444.0,3.4844,127700.0,INLAND +-117.43,34.08,31.0,3207.0,560.0,1582.0,538.0,4.263,127400.0,INLAND +-117.43,34.09,18.0,3172.0,632.0,1621.0,573.0,2.7437,120200.0,INLAND +-117.42,34.08,21.0,4460.0,930.0,2657.0,839.0,2.7569,127500.0,INLAND +-117.43,34.08,13.0,4563.0,1187.0,2475.0,1019.0,2.1189,121700.0,INLAND +-117.45,34.07,21.0,3465.0,639.0,2292.0,628.0,3.3553,113500.0,INLAND +-117.43,34.07,18.0,2453.0,537.0,1503.0,500.0,2.3768,95300.0,INLAND +-117.41,34.11,12.0,6758.0,1550.0,3204.0,1279.0,2.5181,105500.0,INLAND +-117.41,34.1,5.0,4937.0,1139.0,2204.0,812.0,2.5272,92000.0,INLAND +-117.4,34.08,21.0,3622.0,667.0,2503.0,720.0,3.8531,105400.0,INLAND +-117.41,34.08,38.0,1541.0,290.0,861.0,299.0,3.5655,95600.0,INLAND +-117.41,34.09,21.0,3300.0,587.0,1896.0,572.0,3.6466,130600.0,INLAND +-117.41,34.1,29.0,1362.0,251.0,776.0,253.0,3.1287,102000.0,INLAND +-117.41,34.11,29.0,3999.0,772.0,2602.0,760.0,3.5481,105500.0,INLAND +-117.4,34.11,14.0,1933.0,347.0,1443.0,376.0,4.2121,128100.0,INLAND +-117.39,34.11,5.0,2987.0,457.0,1821.0,485.0,4.8889,138900.0,INLAND +-117.39,34.11,16.0,1140.0,181.0,627.0,206.0,4.9444,132700.0,INLAND +-117.38,34.11,36.0,1497.0,264.0,894.0,275.0,3.3066,96300.0,INLAND +-117.38,34.11,32.0,3179.0,662.0,1878.0,661.0,3.1375,101200.0,INLAND +-117.39,34.1,12.0,7184.0,1516.0,4862.0,1235.0,2.4492,103800.0,INLAND +-117.39,34.1,19.0,1000.0,211.0,572.0,230.0,2.4028,112500.0,INLAND +-117.39,34.13,9.0,2228.0,398.0,1316.0,370.0,4.1632,119800.0,INLAND +-117.38,34.13,13.0,2903.0,510.0,1844.0,510.0,3.7198,112900.0,INLAND +-117.37,34.13,17.0,2681.0,470.0,1621.0,459.0,3.875,118500.0,INLAND +-117.38,34.13,23.0,1326.0,300.0,722.0,263.0,2.1856,107800.0,INLAND +-117.37,34.13,12.0,1893.0,493.0,1054.0,389.0,2.3456,140800.0,INLAND +-117.38,34.12,17.0,5959.0,1208.0,4115.0,1088.0,2.4053,105200.0,INLAND +-117.39,34.12,7.0,5059.0,780.0,3253.0,801.0,4.9196,140500.0,INLAND +-117.38,34.09,8.0,3955.0,815.0,2184.0,725.0,3.3438,127600.0,INLAND +-117.36,34.09,32.0,3616.0,631.0,2131.0,593.0,3.2879,95500.0,INLAND +-117.37,34.08,17.0,2029.0,404.0,1190.0,437.0,2.9554,115000.0,INLAND +-117.38,34.08,11.0,5684.0,1139.0,3095.0,1036.0,3.6875,112600.0,INLAND +-117.38,34.07,6.0,1156.0,191.0,910.0,234.0,4.9091,122400.0,INLAND +-117.37,34.07,52.0,50.0,9.0,60.0,16.0,4.125,262500.0,INLAND +-117.36,34.08,4.0,8866.0,1832.0,4775.0,1554.0,3.7348,125800.0,INLAND +-117.4,34.09,5.0,6190.0,993.0,3615.0,963.0,4.4034,133200.0,INLAND +-117.39,34.09,10.0,5736.0,945.0,3528.0,932.0,4.3958,130700.0,INLAND +-117.39,34.07,15.0,1966.0,331.0,1118.0,323.0,3.8558,122700.0,INLAND +-117.39,34.07,26.0,1387.0,277.0,664.0,239.0,3.0278,96800.0,INLAND +-117.4,34.07,28.0,2879.0,659.0,1661.0,554.0,2.066,88100.0,INLAND +-117.37,34.1,44.0,2087.0,447.0,1270.0,423.0,2.3889,86100.0,INLAND +-117.37,34.1,10.0,3404.0,855.0,1656.0,675.0,1.6977,91300.0,INLAND +-117.35,34.12,22.0,5640.0,889.0,3157.0,887.0,4.1581,126500.0,INLAND +-117.36,34.11,35.0,2969.0,521.0,1555.0,503.0,3.25,107100.0,INLAND +-117.37,34.12,32.0,3190.0,568.0,1614.0,512.0,3.8398,118200.0,INLAND +-117.37,34.13,18.0,5877.0,1043.0,3114.0,1002.0,4.0294,133200.0,INLAND +-117.35,34.13,26.0,3920.0,570.0,1862.0,552.0,3.7286,132000.0,INLAND +-117.36,34.1,29.0,2819.0,637.0,1683.0,608.0,2.3205,87600.0,INLAND +-117.36,34.1,31.0,2587.0,531.0,1227.0,489.0,2.3578,88600.0,INLAND +-117.36,34.1,33.0,1904.0,343.0,1366.0,338.0,3.6227,92800.0,INLAND +-117.38,34.06,17.0,3139.0,569.0,1612.0,516.0,3.3571,112300.0,INLAND +-117.4,34.06,17.0,5451.0,1008.0,3533.0,940.0,3.9191,101600.0,INLAND +-117.4,34.04,17.0,1906.0,334.0,1550.0,338.0,3.025,81800.0,INLAND +-117.39,34.04,27.0,2919.0,549.0,1841.0,564.0,2.8682,96400.0,INLAND +-117.35,34.04,14.0,2991.0,522.0,1729.0,537.0,3.5139,146800.0,INLAND +-117.35,34.17,28.0,1905.0,372.0,1480.0,341.0,2.9844,79200.0,INLAND +-117.34,34.16,31.0,1606.0,354.0,1049.0,335.0,2.1935,72700.0,INLAND +-117.33,34.15,28.0,1473.0,333.0,1196.0,312.0,1.6993,67800.0,INLAND +-117.32,34.14,32.0,1691.0,353.0,1457.0,329.0,1.8438,66600.0,INLAND +-117.33,34.14,29.0,1646.0,391.0,1296.0,351.0,1.9423,69700.0,INLAND +-117.34,34.14,37.0,1834.0,393.0,1198.0,348.0,2.225,81600.0,INLAND +-117.35,34.15,32.0,2699.0,552.0,2086.0,551.0,2.2974,84500.0,INLAND +-117.35,34.16,36.0,1717.0,348.0,1054.0,279.0,2.4444,73400.0,INLAND +-117.32,34.13,41.0,1837.0,409.0,1430.0,344.0,2.4524,70400.0,INLAND +-117.32,34.12,37.0,2868.0,574.0,2055.0,563.0,2.3508,70500.0,INLAND +-117.32,34.12,39.0,2210.0,498.0,1752.0,477.0,1.4066,66400.0,INLAND +-117.33,34.12,33.0,933.0,219.0,838.0,211.0,1.3417,69000.0,INLAND +-117.33,34.13,30.0,2335.0,363.0,1214.0,311.0,2.2449,93200.0,INLAND +-117.33,34.13,18.0,3009.0,740.0,2317.0,659.0,1.6375,72400.0,INLAND +-117.34,34.13,29.0,1494.0,286.0,991.0,280.0,2.125,70600.0,INLAND +-117.34,34.13,29.0,331.0,85.0,341.0,107.0,0.7069,70300.0,INLAND +-117.32,34.11,38.0,1462.0,337.0,1208.0,324.0,2.2604,68100.0,INLAND +-117.32,34.11,41.0,1229.0,302.0,994.0,270.0,1.4891,67300.0,INLAND +-117.33,34.12,38.0,1703.0,385.0,1356.0,363.0,2.0391,70400.0,INLAND +-117.34,34.12,26.0,1008.0,164.0,568.0,196.0,3.3516,105600.0,INLAND +-117.34,34.11,29.0,2912.0,566.0,2188.0,518.0,3.2656,90600.0,INLAND +-117.35,34.11,34.0,2104.0,388.0,1578.0,365.0,3.0833,88400.0,INLAND +-117.34,34.1,14.0,11827.0,2445.0,6640.0,2299.0,2.4878,103800.0,INLAND +-117.35,34.09,14.0,5983.0,1224.0,3255.0,1150.0,2.5902,111500.0,INLAND +-117.35,34.2,5.0,9269.0,1605.0,4916.0,1519.0,4.4367,133200.0,INLAND +-117.38,34.22,16.0,774.0,122.0,489.0,136.0,5.7628,221300.0,INLAND +-117.41,34.24,20.0,1160.0,181.0,543.0,188.0,5.2072,164300.0,INLAND +-117.41,34.23,17.0,889.0,131.0,439.0,141.0,6.1426,155000.0,INLAND +-117.28,34.17,26.0,3106.0,603.0,1396.0,576.0,3.1736,122200.0,INLAND +-117.28,34.17,26.0,3728.0,888.0,1765.0,727.0,1.7456,86800.0,INLAND +-117.29,34.17,35.0,4174.0,847.0,2127.0,778.0,3.2232,88300.0,INLAND +-117.3,34.18,28.0,2685.0,425.0,1304.0,420.0,4.3676,111100.0,INLAND +-117.3,34.17,30.0,2483.0,573.0,1172.0,438.0,1.875,89700.0,INLAND +-117.31,34.17,25.0,2795.0,596.0,1650.0,569.0,3.0078,87100.0,INLAND +-117.32,34.17,6.0,5661.0,1287.0,2943.0,1162.0,3.6362,106500.0,INLAND +-117.3,34.18,19.0,2526.0,381.0,1176.0,381.0,5.5136,137100.0,INLAND +-117.32,34.19,6.0,1068.0,182.0,999.0,188.0,4.7222,109000.0,INLAND +-117.34,34.18,7.0,2914.0,481.0,1584.0,499.0,4.6312,124900.0,INLAND +-117.33,34.17,5.0,4718.0,1140.0,2564.0,1056.0,2.9877,119900.0,INLAND +-117.33,34.17,13.0,3616.0,665.0,2189.0,620.0,3.7949,106300.0,INLAND +-117.32,34.16,9.0,711.0,139.0,316.0,152.0,4.0156,131000.0,INLAND +-117.31,34.15,7.0,5747.0,1307.0,2578.0,1147.0,3.3281,122200.0,INLAND +-117.3,34.15,33.0,1607.0,282.0,608.0,260.0,4.3438,115000.0,INLAND +-117.3,34.15,38.0,740.0,163.0,332.0,138.0,2.4107,88000.0,INLAND +-117.3,34.15,40.0,961.0,199.0,509.0,182.0,2.06,85500.0,INLAND +-117.3,34.14,39.0,1781.0,335.0,841.0,320.0,1.9432,89000.0,INLAND +-117.31,34.14,44.0,1487.0,273.0,972.0,281.0,3.2292,86100.0,INLAND +-117.31,34.14,38.0,2011.0,448.0,1190.0,403.0,1.8654,89400.0,INLAND +-117.31,34.15,34.0,2037.0,385.0,1195.0,391.0,3.9231,96000.0,INLAND +-117.3,34.15,45.0,942.0,166.0,401.0,174.0,3.8594,90800.0,INLAND +-117.31,34.13,38.0,1287.0,284.0,1047.0,269.0,2.2865,65500.0,INLAND +-117.3,34.12,34.0,1127.0,275.0,971.0,249.0,2.0583,64800.0,INLAND +-117.31,34.12,37.0,1412.0,343.0,1127.0,351.0,1.1667,70900.0,INLAND +-117.31,34.13,35.0,1622.0,393.0,1296.0,362.0,1.9286,68500.0,INLAND +-117.31,34.13,36.0,1076.0,283.0,773.0,224.0,2.6307,66400.0,INLAND +-117.3,34.11,42.0,525.0,111.0,444.0,120.0,2.6771,67000.0,INLAND +-117.31,34.11,38.0,1208.0,321.0,1225.0,317.0,1.4663,64000.0,INLAND +-117.31,34.11,52.0,851.0,190.0,731.0,190.0,1.9044,64900.0,INLAND +-117.31,34.11,41.0,1105.0,257.0,816.0,197.0,1.9375,64100.0,INLAND +-117.31,34.1,52.0,1457.0,415.0,1238.0,341.0,2.0089,68100.0,INLAND +-117.3,34.1,44.0,589.0,130.0,504.0,137.0,1.775,63400.0,INLAND +-117.31,34.1,28.0,2899.0,755.0,2406.0,655.0,1.5208,69500.0,INLAND +-117.32,34.1,27.0,2053.0,461.0,1737.0,463.0,3.1213,78800.0,INLAND +-117.32,34.1,42.0,801.0,176.0,711.0,183.0,1.8681,59700.0,INLAND +-117.3,34.09,40.0,1051.0,244.0,745.0,243.0,2.1842,75200.0,INLAND +-117.31,34.09,34.0,1336.0,345.0,1009.0,311.0,1.608,73700.0,INLAND +-117.27,34.16,32.0,2894.0,427.0,1151.0,446.0,6.2236,159700.0,INLAND +-117.28,34.15,36.0,1734.0,280.0,604.0,259.0,3.8292,122200.0,INLAND +-117.28,34.15,38.0,1981.0,343.0,796.0,344.0,3.8125,97400.0,INLAND +-117.29,34.15,42.0,1811.0,345.0,856.0,352.0,2.9667,97000.0,INLAND +-117.29,34.16,38.0,2458.0,488.0,1135.0,453.0,2.875,99100.0,INLAND +-117.28,34.16,26.0,2469.0,532.0,1068.0,501.0,1.9832,122100.0,INLAND +-117.28,34.16,35.0,2028.0,456.0,972.0,398.0,2.3778,90700.0,INLAND +-117.28,34.15,32.0,2170.0,430.0,815.0,401.0,3.1765,135000.0,INLAND +-117.28,34.14,40.0,2364.0,438.0,968.0,416.0,3.4906,93300.0,INLAND +-117.29,34.14,52.0,1683.0,266.0,646.0,256.0,4.0481,97300.0,INLAND +-117.29,34.15,49.0,1820.0,321.0,757.0,324.0,3.2976,102600.0,INLAND +-117.28,34.14,40.0,2190.0,496.0,1214.0,493.0,2.3947,81900.0,INLAND +-117.29,34.14,45.0,1598.0,314.0,771.0,319.0,2.5417,82900.0,INLAND +-117.29,34.14,48.0,1717.0,307.0,610.0,267.0,3.125,97600.0,INLAND +-117.29,34.14,39.0,1989.0,401.0,805.0,341.0,2.425,90000.0,INLAND +-117.3,34.14,37.0,1454.0,261.0,761.0,248.0,2.3438,88100.0,INLAND +-117.28,34.13,44.0,2469.0,568.0,1363.0,517.0,1.8396,77100.0,INLAND +-117.28,34.13,29.0,2077.0,577.0,1418.0,524.0,1.8281,76800.0,INLAND +-117.3,34.13,52.0,1859.0,395.0,968.0,333.0,1.2034,79500.0,INLAND +-117.29,34.13,52.0,2424.0,528.0,1171.0,455.0,1.4815,77900.0,INLAND +-117.28,34.12,36.0,2991.0,822.0,2378.0,751.0,1.3571,70600.0,INLAND +-117.29,34.12,40.0,2198.0,612.0,1517.0,531.0,1.0951,65800.0,INLAND +-117.29,34.13,44.0,2337.0,563.0,1238.0,467.0,1.5156,75800.0,INLAND +-117.3,34.13,42.0,2115.0,557.0,1532.0,494.0,1.4531,71500.0,INLAND +-117.3,34.12,43.0,1018.0,261.0,736.0,215.0,2.6,66900.0,INLAND +-117.28,34.12,47.0,2456.0,611.0,1653.0,512.0,1.3973,66100.0,INLAND +-117.29,34.12,47.0,1648.0,432.0,1308.0,385.0,1.2069,68200.0,INLAND +-117.29,34.12,45.0,1369.0,351.0,1046.0,274.0,1.8438,72100.0,INLAND +-117.3,34.12,50.0,1629.0,437.0,1581.0,394.0,2.2019,63500.0,INLAND +-117.29,34.11,48.0,1498.0,448.0,1586.0,455.0,1.1687,70800.0,INLAND +-117.29,34.11,35.0,2014.0,677.0,1714.0,612.0,0.7075,78800.0,INLAND +-117.29,34.11,35.0,2426.0,715.0,1920.0,586.0,1.5561,68000.0,INLAND +-117.28,34.11,39.0,1573.0,418.0,1258.0,359.0,1.4896,69500.0,INLAND +-117.29,34.1,19.0,1204.0,405.0,844.0,424.0,0.7235,71300.0,INLAND +-117.29,34.09,24.0,1451.0,387.0,1178.0,330.0,1.1806,68300.0,INLAND +-117.3,34.1,49.0,60.0,11.0,76.0,13.0,2.5625,75000.0,INLAND +-117.28,34.09,44.0,376.0,,273.0,107.0,2.2917,90800.0,INLAND +-117.3,34.07,34.0,567.0,143.0,387.0,138.0,1.7981,73300.0,INLAND +-117.25,34.16,31.0,1516.0,238.0,596.0,255.0,4.3362,159400.0,INLAND +-117.25,34.16,37.0,1709.0,278.0,744.0,274.0,3.7188,116600.0,INLAND +-117.25,34.16,35.0,2707.0,481.0,1595.0,479.0,3.9018,91500.0,INLAND +-117.25,34.15,30.0,1770.0,380.0,990.0,348.0,3.3,97600.0,INLAND +-117.26,34.15,33.0,2271.0,389.0,1100.0,380.0,3.5978,88300.0,INLAND +-117.26,34.16,31.0,3538.0,658.0,1715.0,663.0,3.7125,98000.0,INLAND +-117.26,34.17,30.0,1937.0,351.0,945.0,344.0,3.8906,123700.0,INLAND +-117.27,34.17,16.0,30.0,3.0,49.0,8.0,4.625,250000.0,INLAND +-117.25,34.15,22.0,7935.0,1976.0,4523.0,1791.0,2.1465,88800.0,INLAND +-117.25,34.14,19.0,5163.0,1229.0,2680.0,1141.0,2.2482,114500.0,INLAND +-117.27,34.14,36.0,3795.0,676.0,1742.0,585.0,4.1,96400.0,INLAND +-117.27,34.14,35.0,1517.0,257.0,658.0,245.0,4.4435,97600.0,INLAND +-117.27,34.15,35.0,1490.0,253.0,705.0,253.0,3.3616,95300.0,INLAND +-117.25,34.13,33.0,2898.0,503.0,1374.0,487.0,3.6856,90000.0,INLAND +-117.25,34.13,37.0,2498.0,472.0,1291.0,487.0,3.0,83400.0,INLAND +-117.26,34.13,37.0,2403.0,550.0,1234.0,493.0,2.0,72100.0,INLAND +-117.26,34.13,39.0,3521.0,747.0,2256.0,721.0,2.1375,87500.0,INLAND +-117.27,34.12,31.0,2209.0,636.0,1314.0,562.0,1.7235,78800.0,INLAND +-117.27,34.13,40.0,1298.0,254.0,793.0,268.0,3.0721,83800.0,INLAND +-117.27,34.13,36.0,3337.0,687.0,2388.0,589.0,2.9628,87800.0,INLAND +-117.25,34.13,35.0,861.0,148.0,381.0,138.0,2.5234,88200.0,INLAND +-117.25,34.12,17.0,3107.0,752.0,2160.0,643.0,1.8463,72600.0,INLAND +-117.25,34.11,32.0,2910.0,641.0,2011.0,614.0,2.7473,70800.0,INLAND +-117.27,34.12,27.0,2896.0,684.0,1514.0,668.0,1.462,70200.0,INLAND +-117.27,34.12,52.0,954.0,246.0,943.0,256.0,0.8658,87500.0,INLAND +-117.25,34.11,30.0,2173.0,560.0,1509.0,486.0,1.4079,67700.0,INLAND +-117.26,34.11,33.0,1210.0,288.0,850.0,238.0,1.2171,59300.0,INLAND +-117.27,34.11,44.0,567.0,134.0,565.0,150.0,1.8281,62900.0,INLAND +-117.27,34.1,9.0,3904.0,1042.0,3688.0,896.0,1.8022,78000.0,INLAND +-117.33,34.09,29.0,1960.0,415.0,1681.0,435.0,2.9292,84500.0,INLAND +-117.33,34.08,35.0,2240.0,423.0,1394.0,396.0,3.1799,86700.0,INLAND +-117.33,34.08,37.0,2267.0,405.0,1175.0,403.0,3.75,95200.0,INLAND +-117.33,34.07,32.0,2086.0,458.0,1355.0,412.0,2.5238,89200.0,INLAND +-117.34,34.07,46.0,1851.0,425.0,1100.0,377.0,2.0461,90500.0,INLAND +-117.34,34.08,35.0,1380.0,248.0,730.0,264.0,3.2305,93700.0,INLAND +-117.34,34.08,33.0,4924.0,1007.0,3502.0,953.0,3.233,99400.0,INLAND +-117.32,34.09,38.0,1585.0,345.0,1347.0,368.0,2.375,75300.0,INLAND +-117.32,34.09,30.0,1129.0,251.0,1034.0,237.0,2.3917,78600.0,INLAND +-117.32,34.08,41.0,1359.0,264.0,786.0,244.0,2.5208,85500.0,INLAND +-117.32,34.08,46.0,1308.0,276.0,576.0,244.0,3.1875,84000.0,INLAND +-117.32,34.07,52.0,1226.0,269.0,693.0,272.0,1.9963,76900.0,INLAND +-117.32,34.06,52.0,802.0,160.0,564.0,131.0,2.1591,63500.0,INLAND +-117.33,34.05,26.0,613.0,149.0,431.0,130.0,1.3977,73100.0,INLAND +-117.33,34.06,42.0,530.0,123.0,390.0,124.0,1.0469,67000.0,INLAND +-117.33,34.06,48.0,732.0,149.0,486.0,139.0,2.5673,68200.0,INLAND +-117.33,34.06,36.0,755.0,157.0,625.0,152.0,2.0242,65000.0,INLAND +-117.32,34.06,46.0,476.0,102.0,476.0,91.0,1.4511,73100.0,INLAND +-117.31,34.08,43.0,1697.0,387.0,1181.0,352.0,1.9234,74600.0,INLAND +-117.31,34.08,40.0,2011.0,495.0,1528.0,469.0,1.9375,69900.0,INLAND +-117.31,34.07,40.0,2936.0,732.0,2024.0,676.0,2.1139,70900.0,INLAND +-117.32,34.07,26.0,971.0,245.0,592.0,207.0,2.1125,84000.0,INLAND +-117.31,34.08,37.0,953.0,231.0,611.0,230.0,1.9926,81500.0,INLAND +-117.31,34.05,6.0,7423.0,2111.0,4092.0,1789.0,2.7002,88300.0,INLAND +-117.33,34.04,18.0,1837.0,388.0,727.0,336.0,2.5187,116700.0,INLAND +-117.33,34.03,14.0,1582.0,347.0,825.0,259.0,2.8281,106300.0,INLAND +-117.31,34.04,29.0,2481.0,383.0,1188.0,385.0,4.7344,134600.0,INLAND +-117.31,34.04,5.0,2785.0,577.0,1310.0,536.0,3.39,149500.0,INLAND +-117.3,34.05,6.0,2155.0,,1039.0,391.0,1.6675,95800.0,INLAND +-117.3,34.05,7.0,4672.0,1121.0,2534.0,1046.0,3.4228,115700.0,INLAND +-117.29,34.06,7.0,1971.0,403.0,1336.0,423.0,4.5066,111500.0,INLAND +-117.28,34.06,2.0,1658.0,290.0,868.0,304.0,5.1365,136700.0,INLAND +-117.32,34.02,17.0,1779.0,292.0,1006.0,293.0,4.6708,123100.0,INLAND +-117.33,34.03,18.0,2342.0,402.0,1264.0,382.0,4.7986,123700.0,INLAND +-117.32,34.03,13.0,3853.0,761.0,1685.0,669.0,3.9024,122400.0,INLAND +-117.31,34.03,24.0,1966.0,299.0,786.0,302.0,5.0318,134500.0,INLAND +-117.31,34.03,9.0,1199.0,187.0,629.0,207.0,5.7393,151600.0,INLAND +-117.31,34.02,18.0,1634.0,274.0,899.0,285.0,5.2139,129300.0,INLAND +-117.29,34.03,9.0,8185.0,1525.0,3630.0,1466.0,4.1667,197700.0,INLAND +-117.27,34.09,36.0,848.0,186.0,737.0,169.0,0.9838,79300.0,INLAND +-117.27,34.08,38.0,1093.0,256.0,856.0,212.0,1.4279,73000.0,INLAND +-117.25,34.08,30.0,2981.0,605.0,1784.0,573.0,2.45,85800.0,INLAND +-117.25,34.07,21.0,3067.0,706.0,2140.0,687.0,2.4432,78800.0,INLAND +-117.27,34.07,21.0,418.0,132.0,401.0,120.0,1.7206,82100.0,INLAND +-117.24,34.04,17.0,3362.0,507.0,1520.0,496.0,6.1986,214500.0,INLAND +-117.25,34.04,18.0,5761.0,1063.0,2763.0,1058.0,4.4472,161100.0,INLAND +-117.27,34.05,34.0,1703.0,395.0,849.0,359.0,3.1607,138200.0,INLAND +-117.27,34.06,20.0,5258.0,1514.0,3780.0,1404.0,2.025,85700.0,INLAND +-117.25,34.06,23.0,4503.0,1156.0,3264.0,937.0,1.9821,93000.0,INLAND +-117.25,34.06,18.0,5009.0,1108.0,2948.0,963.0,3.0042,106500.0,INLAND +-117.24,34.04,5.0,1775.0,234.0,726.0,222.0,7.978,223900.0,INLAND +-117.24,34.04,4.0,4289.0,682.0,1981.0,705.0,5.3366,165100.0,INLAND +-117.24,34.06,9.0,3603.0,786.0,1782.0,718.0,3.2604,93300.0,INLAND +-117.23,34.15,17.0,5036.0,817.0,2084.0,833.0,4.6445,137200.0,INLAND +-117.23,34.14,16.0,2577.0,521.0,956.0,472.0,2.5625,129400.0,INLAND +-117.24,34.14,6.0,2383.0,606.0,1301.0,488.0,3.016,107500.0,INLAND +-117.24,34.15,23.0,3847.0,608.0,1621.0,630.0,4.6111,128400.0,INLAND +-117.24,34.15,26.0,2041.0,293.0,936.0,375.0,6.0,140200.0,INLAND +-117.21,34.14,16.0,1613.0,245.0,811.0,267.0,5.2591,140700.0,INLAND +-117.22,34.15,9.0,2524.0,352.0,1139.0,362.0,6.2516,159300.0,INLAND +-117.2,34.15,18.0,1859.0,251.0,747.0,256.0,7.732,173200.0,INLAND +-117.2,34.14,14.0,2647.0,524.0,989.0,479.0,3.1513,160000.0,INLAND +-117.2,34.14,18.0,1920.0,333.0,890.0,323.0,5.159,144800.0,INLAND +-117.24,34.13,24.0,1203.0,310.0,594.0,187.0,1.1522,87500.0,INLAND +-117.24,34.13,26.0,3774.0,716.0,1913.0,620.0,3.3534,98900.0,INLAND +-117.23,34.12,6.0,4464.0,1093.0,2364.0,952.0,2.3848,81600.0,INLAND +-117.23,34.13,10.0,1145.0,293.0,726.0,251.0,1.645,68700.0,INLAND +-117.22,34.13,10.0,5951.0,1330.0,3204.0,1159.0,2.7011,110200.0,INLAND +-117.2,34.13,14.0,3998.0,711.0,1509.0,665.0,3.4138,126700.0,INLAND +-117.22,34.12,34.0,2457.0,499.0,1538.0,507.0,2.809,82500.0,INLAND +-117.21,34.13,31.0,3037.0,565.0,1834.0,575.0,3.3445,92900.0,INLAND +-117.2,34.12,24.0,3532.0,618.0,1681.0,590.0,3.5,113900.0,INLAND +-117.24,34.12,29.0,2654.0,667.0,1822.0,593.0,2.1563,72300.0,INLAND +-117.24,34.11,23.0,1920.0,454.0,1161.0,358.0,2.2109,73200.0,INLAND +-117.23,34.11,22.0,1162.0,221.0,995.0,244.0,2.5875,81300.0,INLAND +-117.23,34.12,18.0,1439.0,319.0,699.0,310.0,2.1071,73500.0,INLAND +-117.23,34.11,33.0,2170.0,500.0,1425.0,472.0,2.0133,78300.0,INLAND +-117.22,34.12,30.0,2512.0,597.0,1390.0,523.0,2.3725,77200.0,INLAND +-117.22,34.11,26.0,2972.0,,1972.0,532.0,2.0388,80400.0,INLAND +-117.21,34.12,32.0,1677.0,354.0,1021.0,339.0,3.6853,90900.0,INLAND +-117.21,34.11,27.0,1245.0,229.0,692.0,234.0,3.2176,89400.0,INLAND +-117.21,34.11,26.0,1757.0,304.0,905.0,281.0,3.4103,90900.0,INLAND +-117.19,34.1,5.0,2167.0,384.0,1174.0,358.0,4.0114,97700.0,INLAND +-117.21,34.08,5.0,5749.0,1385.0,2382.0,1088.0,3.0587,143100.0,INLAND +-117.22,34.07,8.0,3065.0,692.0,1440.0,666.0,3.2368,129200.0,INLAND +-117.17,34.12,2.0,3867.0,573.0,1275.0,433.0,5.4138,164400.0,INLAND +-117.12,34.1,40.0,96.0,14.0,46.0,14.0,3.2708,162500.0,INLAND +-117.17,34.12,3.0,15695.0,2248.0,6080.0,1920.0,6.2178,173900.0,INLAND +-117.18,34.08,28.0,2243.0,399.0,1464.0,379.0,3.2105,90300.0,INLAND +-117.19,34.08,22.0,2467.0,555.0,1567.0,494.0,2.6536,84700.0,INLAND +-117.19,34.08,5.0,4458.0,751.0,2392.0,773.0,4.5938,126500.0,INLAND +-117.18,34.07,14.0,1258.0,245.0,752.0,264.0,3.3924,97400.0,INLAND +-117.18,34.07,28.0,1306.0,279.0,885.0,255.0,2.1154,75300.0,INLAND +-117.18,34.07,7.0,1347.0,301.0,799.0,276.0,2.9485,112500.0,INLAND +-117.18,34.06,26.0,1953.0,446.0,1284.0,414.0,1.3485,85100.0,INLAND +-117.18,34.06,28.0,699.0,180.0,432.0,168.0,2.1875,81900.0,INLAND +-117.19,34.06,37.0,1467.0,348.0,1316.0,339.0,1.448,72800.0,INLAND +-117.19,34.07,40.0,2374.0,500.0,1772.0,455.0,2.189,72500.0,INLAND +-117.18,34.06,52.0,954.0,233.0,533.0,239.0,1.3021,100000.0,INLAND +-117.19,34.06,21.0,6107.0,1559.0,2805.0,1444.0,2.5643,102700.0,INLAND +-117.18,34.05,29.0,3436.0,731.0,1323.0,676.0,2.4943,122300.0,INLAND +-117.17,34.05,29.0,4007.0,700.0,1576.0,696.0,3.1801,149300.0,INLAND +-117.18,34.04,41.0,1766.0,288.0,753.0,278.0,4.9125,140700.0,INLAND +-117.18,34.05,52.0,1820.0,342.0,601.0,315.0,2.6129,137000.0,INLAND +-117.19,34.05,52.0,1949.0,432.0,767.0,392.0,2.5143,117600.0,INLAND +-117.19,34.05,33.0,1688.0,313.0,808.0,298.0,3.2188,117800.0,INLAND +-117.19,34.05,33.0,3007.0,498.0,1252.0,488.0,3.8816,134600.0,INLAND +-117.2,34.04,24.0,1587.0,222.0,676.0,234.0,6.0715,173400.0,INLAND +-117.2,34.04,23.0,1762.0,267.0,1132.0,279.0,5.9915,153200.0,INLAND +-117.21,34.04,14.0,3063.0,426.0,1570.0,419.0,6.2917,224700.0,INLAND +-117.21,34.05,4.0,2904.0,764.0,1250.0,664.0,3.2131,137500.0,INLAND +-117.18,34.04,38.0,2492.0,381.0,1003.0,369.0,3.6875,152800.0,INLAND +-117.19,34.03,36.0,2223.0,361.0,942.0,331.0,4.6806,152400.0,INLAND +-117.19,34.03,25.0,2513.0,340.0,900.0,320.0,6.4962,182400.0,INLAND +-117.19,34.03,20.0,856.0,124.0,395.0,145.0,10.8634,381800.0,INLAND +-117.16,34.08,9.0,5306.0,993.0,2630.0,925.0,4.51,135800.0,INLAND +-117.17,34.07,24.0,6573.0,1235.0,2904.0,1202.0,3.0651,108000.0,INLAND +-117.17,34.08,5.0,1473.0,228.0,842.0,257.0,4.875,138100.0,INLAND +-117.15,34.07,15.0,1852.0,316.0,906.0,298.0,5.3526,129800.0,INLAND +-117.14,34.07,3.0,5542.0,828.0,2506.0,806.0,5.5875,162000.0,INLAND +-117.14,34.06,15.0,3057.0,510.0,1154.0,460.0,3.9741,141100.0,INLAND +-117.15,34.06,25.0,3670.0,644.0,1815.0,634.0,4.0658,127400.0,INLAND +-117.14,34.05,5.0,2634.0,359.0,1173.0,372.0,6.746,204100.0,INLAND +-117.15,34.05,9.0,1442.0,219.0,633.0,230.0,5.0227,162300.0,INLAND +-117.16,34.05,23.0,3215.0,462.0,1411.0,435.0,6.0701,149900.0,INLAND +-117.17,34.05,24.0,2877.0,507.0,1141.0,474.0,4.2059,121500.0,INLAND +-117.15,34.04,14.0,2845.0,420.0,1172.0,377.0,7.5822,283100.0,INLAND +-117.16,34.06,33.0,2101.0,468.0,1997.0,412.0,2.8125,117200.0,INLAND +-117.16,34.06,17.0,2285.0,554.0,1412.0,541.0,1.8152,94300.0,INLAND +-117.14,34.01,26.0,7561.0,1051.0,2909.0,1012.0,7.2972,269600.0,INLAND +-117.15,34.03,32.0,2832.0,393.0,1033.0,385.0,6.5648,237200.0,INLAND +-117.15,34.03,26.0,5305.0,701.0,1818.0,676.0,6.1461,217100.0,INLAND +-117.17,34.03,33.0,4583.0,648.0,1760.0,638.0,6.3308,230600.0,INLAND +-117.09,34.01,37.0,106.0,18.0,27.0,12.0,4.0556,131300.0,INLAND +-117.09,34.07,24.0,6260.0,1271.0,3132.0,1189.0,2.5156,103000.0,INLAND +-117.12,34.06,38.0,281.0,55.0,151.0,52.0,1.3906,120800.0,INLAND +-117.13,34.06,4.0,3078.0,510.0,1341.0,486.0,4.9688,163200.0,INLAND +-117.13,34.07,34.0,2405.0,541.0,1342.0,514.0,2.8031,86900.0,INLAND +-117.08,34.08,34.0,45.0,11.0,39.0,14.0,3.0625,500001.0,INLAND +-117.12,34.04,25.0,2495.0,438.0,1071.0,405.0,4.8173,146600.0,INLAND +-117.07,34.05,14.0,5764.0,1006.0,1876.0,841.0,1.9694,173200.0,INLAND +-117.03,34.07,16.0,3784.0,577.0,1615.0,525.0,4.2333,220300.0,INLAND +-117.02,34.03,19.0,4415.0,648.0,1627.0,619.0,4.2361,191600.0,INLAND +-117.03,34.02,26.0,3909.0,670.0,1884.0,665.0,4.1361,121000.0,INLAND +-117.01,34.01,15.0,5592.0,891.0,2419.0,840.0,4.7193,135200.0,INLAND +-116.98,34.05,6.0,2290.0,312.0,957.0,274.0,7.2708,316700.0,INLAND +-117.05,34.04,23.0,3967.0,766.0,1518.0,698.0,2.29,111800.0,INLAND +-117.1,34.03,24.0,4144.0,826.0,2127.0,772.0,2.5172,96000.0,INLAND +-117.08,34.03,23.0,3862.0,699.0,2082.0,652.0,3.154,115700.0,INLAND +-117.08,34.02,20.0,3111.0,563.0,1453.0,538.0,3.3365,122800.0,INLAND +-117.06,34.02,24.0,3912.0,809.0,1926.0,762.0,2.6875,116300.0,INLAND +-117.05,34.02,21.0,3098.0,646.0,1351.0,614.0,2.598,106700.0,INLAND +-117.05,34.01,27.0,5484.0,1205.0,2645.0,1131.0,2.1927,116700.0,INLAND +-117.04,34.02,24.0,4663.0,1213.0,1851.0,1116.0,1.4418,103500.0,INLAND +-117.05,34.03,28.0,3009.0,698.0,1200.0,626.0,1.3993,104600.0,INLAND +-117.06,34.03,27.0,1945.0,446.0,859.0,418.0,1.5203,126200.0,INLAND +-117.03,34.03,26.0,3501.0,664.0,1860.0,681.0,3.0403,113500.0,INLAND +-117.04,34.03,29.0,3375.0,795.0,1760.0,699.0,2.7028,92000.0,INLAND +-117.04,34.04,30.0,3474.0,735.0,1674.0,691.0,2.5863,98300.0,INLAND +-117.29,35.54,35.0,7922.0,1636.0,3431.0,1329.0,3.4145,40400.0,INLAND +-117.37,34.59,39.0,8193.0,1747.0,6852.0,1597.0,2.3832,35000.0,INLAND +-117.62,34.44,6.0,8884.0,1687.0,3767.0,1334.0,3.599,140200.0,INLAND +-117.56,34.42,6.0,4264.0,749.0,2005.0,666.0,3.4695,138800.0,INLAND +-117.51,34.41,5.0,2884.0,567.0,1396.0,465.0,3.7361,119600.0,INLAND +-117.44,34.45,6.0,6068.0,1137.0,3094.0,947.0,3.5167,130900.0,INLAND +-117.54,34.47,4.0,6712.0,1200.0,3126.0,1026.0,3.2277,126500.0,INLAND +-117.5,34.66,20.0,1319.0,309.0,486.0,196.0,2.0184,84900.0,INLAND +-117.42,34.59,8.0,5445.0,1360.0,3220.0,1214.0,1.7567,69500.0,INLAND +-117.41,34.58,14.0,859.0,212.0,541.0,181.0,1.6838,57900.0,INLAND +-117.4,34.58,18.0,755.0,169.0,483.0,165.0,1.4196,64700.0,INLAND +-117.41,34.58,10.0,2964.0,668.0,1853.0,609.0,1.6047,73400.0,INLAND +-117.54,34.55,5.0,2949.0,671.0,1620.0,530.0,2.9479,83300.0,INLAND +-117.36,34.54,7.0,3940.0,764.0,2140.0,711.0,3.0357,91300.0,INLAND +-117.63,34.37,20.0,7052.0,1306.0,2197.0,810.0,3.7252,167100.0,INLAND +-117.61,34.34,18.0,5210.0,912.0,1301.0,464.0,4.8623,176900.0,INLAND +-117.53,34.28,35.0,1529.0,338.0,688.0,256.0,4.1083,108000.0,INLAND +-117.55,34.25,39.0,1578.0,317.0,872.0,322.0,4.555,153100.0,INLAND +-117.03,34.91,27.0,2718.0,583.0,1472.0,509.0,2.825,76600.0,INLAND +-117.01,34.9,36.0,2181.0,555.0,1404.0,492.0,2.3077,55500.0,INLAND +-117.02,34.9,37.0,1199.0,351.0,782.0,296.0,1.6515,61600.0,INLAND +-117.06,34.9,36.0,2828.0,916.0,1762.0,736.0,1.4318,59600.0,INLAND +-117.01,34.9,34.0,2194.0,519.0,1326.0,515.0,2.1056,72000.0,INLAND +-117.0,34.89,29.0,2637.0,512.0,1188.0,446.0,2.99,69400.0,INLAND +-117.01,34.89,26.0,2599.0,498.0,1332.0,443.0,2.7198,70400.0,INLAND +-117.02,34.89,29.0,3111.0,661.0,1530.0,608.0,2.8281,69300.0,INLAND +-117.04,34.89,37.0,1884.0,366.0,1052.0,353.0,3.175,66800.0,INLAND +-117.05,34.89,36.0,1199.0,260.0,665.0,229.0,3.7065,62000.0,INLAND +-117.22,34.44,5.0,4787.0,910.0,1944.0,806.0,2.6576,98500.0,INLAND +-117.2,34.46,7.0,8414.0,1584.0,5146.0,1517.0,3.2794,92500.0,INLAND +-117.12,34.46,17.0,1613.0,326.0,765.0,300.0,2.6827,110400.0,INLAND +-117.11,34.43,14.0,3026.0,556.0,1349.0,485.0,2.8021,111200.0,INLAND +-117.13,34.39,29.0,2251.0,464.0,855.0,315.0,3.4183,104100.0,INLAND +-117.25,34.49,4.0,2372.0,361.0,1017.0,322.0,5.1112,170900.0,INLAND +-117.23,34.49,9.0,4055.0,536.0,1458.0,478.0,5.4201,170600.0,INLAND +-117.21,34.49,14.0,2125.0,348.0,1067.0,360.0,3.6333,116200.0,INLAND +-117.2,34.5,10.0,4201.0,850.0,2378.0,808.0,2.1781,92200.0,INLAND +-117.17,34.49,13.0,4460.0,925.0,2225.0,840.0,2.0136,94100.0,INLAND +-117.15,34.48,31.0,265.0,55.0,186.0,55.0,2.125,64800.0,INLAND +-117.18,34.48,8.0,3561.0,691.0,2156.0,659.0,2.7778,86900.0,INLAND +-117.2,34.48,7.0,4998.0,953.0,2764.0,891.0,3.205,101900.0,INLAND +-117.22,34.48,7.0,2449.0,447.0,1217.0,408.0,3.6646,109900.0,INLAND +-117.26,34.53,10.0,3103.0,520.0,1283.0,464.0,3.071,151600.0,INLAND +-117.25,34.51,7.0,3200.0,477.0,1522.0,470.0,4.6914,142200.0,INLAND +-117.23,34.51,9.0,5756.0,807.0,2158.0,758.0,5.5875,167800.0,INLAND +-117.21,34.51,17.0,4379.0,629.0,1720.0,595.0,5.086,148400.0,INLAND +-117.25,34.53,13.0,5841.0,955.0,2455.0,915.0,4.1333,158200.0,INLAND +-117.22,34.54,8.0,12526.0,2495.0,6133.0,2324.0,2.9072,119200.0,INLAND +-117.2,34.52,12.0,4476.0,761.0,2255.0,735.0,3.925,118500.0,INLAND +-117.17,34.51,15.0,5151.0,942.0,2896.0,897.0,3.4875,90800.0,INLAND +-117.18,34.54,5.0,3772.0,619.0,2097.0,635.0,3.8194,98500.0,INLAND +-117.3,34.53,38.0,1643.0,489.0,1196.0,406.0,1.2275,64100.0,INLAND +-117.3,34.54,31.0,1174.0,360.0,1161.0,328.0,1.06,56500.0,INLAND +-117.3,34.54,25.0,2546.0,488.0,1338.0,487.0,3.2596,85400.0,INLAND +-117.31,34.53,26.0,2299.0,496.0,1259.0,441.0,2.6125,79900.0,INLAND +-117.32,34.55,18.0,279.0,59.0,188.0,60.0,0.8246,91700.0,INLAND +-117.32,34.54,9.0,5904.0,1165.0,3489.0,1063.0,3.125,92800.0,INLAND +-117.33,34.53,10.0,3781.0,712.0,2044.0,685.0,3.0943,97100.0,INLAND +-117.34,34.51,6.0,5667.0,1385.0,2447.0,1199.0,2.3617,103100.0,INLAND +-117.35,34.5,10.0,2163.0,392.0,1174.0,362.0,3.375,98000.0,INLAND +-117.34,34.49,9.0,3293.0,585.0,1678.0,530.0,3.2941,98300.0,INLAND +-117.36,34.48,3.0,16533.0,2549.0,7588.0,2285.0,3.9792,122100.0,INLAND +-117.3,34.52,34.0,4493.0,838.0,2335.0,779.0,3.1635,74300.0,INLAND +-117.32,34.51,16.0,3072.0,612.0,1283.0,604.0,2.8929,115600.0,INLAND +-117.31,34.51,18.0,2704.0,698.0,1611.0,597.0,2.0243,82300.0,INLAND +-117.28,34.51,10.0,4676.0,884.0,2845.0,812.0,3.0181,100400.0,INLAND +-117.31,34.5,14.0,2443.0,447.0,883.0,465.0,2.1111,116700.0,INLAND +-117.32,34.49,7.0,4584.0,1051.0,2049.0,918.0,1.6232,93400.0,INLAND +-117.29,34.49,3.0,7689.0,1545.0,3804.0,1399.0,3.3871,111800.0,INLAND +-117.32,34.48,8.0,4627.0,887.0,2739.0,846.0,3.0204,93100.0,INLAND +-117.27,34.5,7.0,2045.0,342.0,878.0,292.0,6.0296,194100.0,INLAND +-117.27,34.49,7.0,2344.0,351.0,846.0,314.0,4.7361,174500.0,INLAND +-117.27,34.48,8.0,1794.0,276.0,690.0,271.0,3.662,165300.0,INLAND +-117.26,34.48,6.0,4632.0,753.0,1851.0,694.0,4.1933,163100.0,INLAND +-117.27,34.5,8.0,3567.0,543.0,1133.0,419.0,5.3733,302600.0,INLAND +-117.25,34.41,13.0,3682.0,668.0,1606.0,668.0,2.1875,119700.0,INLAND +-117.28,34.41,14.0,2105.0,396.0,960.0,396.0,2.9934,118200.0,INLAND +-117.29,34.41,11.0,5934.0,1380.0,2756.0,1239.0,1.5758,108300.0,INLAND +-117.3,34.39,11.0,3572.0,592.0,1876.0,507.0,3.6615,105100.0,INLAND +-117.27,34.4,8.0,6042.0,979.0,3031.0,991.0,3.3438,124400.0,INLAND +-117.27,34.39,6.0,6988.0,1121.0,3660.0,1092.0,4.2224,125700.0,INLAND +-117.31,34.35,9.0,2404.0,390.0,1074.0,359.0,5.0198,151900.0,INLAND +-117.31,34.41,14.0,3019.0,643.0,1639.0,582.0,1.5288,103400.0,INLAND +-117.32,34.41,13.0,2032.0,348.0,1038.0,344.0,4.2891,120100.0,INLAND +-117.33,34.41,13.0,3684.0,604.0,1767.0,585.0,3.7478,113500.0,INLAND +-117.34,34.39,8.0,3579.0,672.0,2216.0,630.0,3.4038,100500.0,INLAND +-117.31,34.39,15.0,1703.0,273.0,847.0,266.0,3.7917,123400.0,INLAND +-117.39,34.38,4.0,7151.0,1295.0,3527.0,1170.0,3.5696,129700.0,INLAND +-117.3,34.46,8.0,6246.0,1273.0,3883.0,1264.0,2.7917,98200.0,INLAND +-117.31,34.44,10.0,1731.0,299.0,1056.0,312.0,3.6007,104000.0,INLAND +-117.31,34.43,16.0,5130.0,1172.0,3126.0,1046.0,1.6784,71900.0,INLAND +-117.35,34.44,9.0,11810.0,2181.0,6716.0,2081.0,3.1821,95600.0,INLAND +-117.38,34.44,4.0,5083.0,867.0,2541.0,856.0,4.2414,121400.0,INLAND +-117.34,34.46,9.0,5983.0,1122.0,3515.0,1064.0,3.1505,102000.0,INLAND +-117.27,34.42,9.0,5643.0,1005.0,3166.0,957.0,3.2077,93300.0,INLAND +-117.26,34.43,11.0,4597.0,782.0,2534.0,776.0,3.3368,99300.0,INLAND +-117.27,34.45,8.0,6463.0,1095.0,3213.0,1031.0,3.2215,108800.0,INLAND +-116.72,34.89,14.0,4527.0,875.0,1640.0,590.0,2.8594,81700.0,INLAND +-115.93,35.55,18.0,1321.0,272.0,754.0,226.0,3.4028,67500.0,INLAND +-115.75,35.23,5.0,208.0,78.0,132.0,56.0,2.5333,75000.0,INLAND +-115.53,34.91,12.0,807.0,199.0,246.0,102.0,2.5391,40000.0,INLAND +-116.51,34.85,15.0,3149.0,713.0,1281.0,486.0,2.0,64700.0,INLAND +-116.57,35.43,8.0,9975.0,1743.0,6835.0,1439.0,2.7138,22500.0,INLAND +-116.14,34.45,12.0,8796.0,1721.0,11139.0,1680.0,2.2612,137500.0,INLAND +-116.32,34.1,10.0,4256.0,861.0,1403.0,686.0,2.6618,81000.0,INLAND +-116.27,34.13,37.0,452.0,109.0,184.0,59.0,3.7292,65800.0,INLAND +-116.31,34.13,20.0,2352.0,556.0,1217.0,481.0,1.6063,55400.0,INLAND +-116.35,34.13,9.0,1969.0,406.0,805.0,349.0,1.5491,62300.0,INLAND +-116.32,34.14,18.0,1880.0,487.0,994.0,425.0,1.69,54200.0,INLAND +-116.33,34.15,13.0,1808.0,411.0,735.0,320.0,1.5489,57400.0,INLAND +-116.29,34.18,15.0,4203.0,966.0,1756.0,695.0,2.182,60800.0,INLAND +-116.62,34.23,14.0,6438.0,1719.0,1586.0,691.0,1.6136,67400.0,INLAND +-116.73,34.52,16.0,1247.0,315.0,433.0,159.0,1.0568,75000.0,INLAND +-116.51,34.45,21.0,8502.0,2634.0,2330.0,991.0,1.3811,51300.0,INLAND +-116.56,34.06,15.0,6928.0,1529.0,2568.0,1075.0,2.5405,69600.0,INLAND +-116.44,34.16,19.0,1867.0,361.0,758.0,321.0,2.8929,98100.0,INLAND +-116.38,34.2,14.0,4985.0,1238.0,2517.0,954.0,2.0674,65000.0,INLAND +-116.39,34.15,15.0,5583.0,1149.0,2709.0,964.0,1.9779,73300.0,INLAND +-116.44,34.12,18.0,5584.0,1303.0,2250.0,1158.0,1.5823,72400.0,INLAND +-116.47,34.07,22.0,5473.0,1234.0,2581.0,1098.0,1.9375,65300.0,INLAND +-116.43,34.1,17.0,6683.0,1296.0,2677.0,1227.0,2.4828,84000.0,INLAND +-116.4,34.09,9.0,4855.0,872.0,2098.0,765.0,3.2723,97800.0,INLAND +-116.4,34.12,16.0,5648.0,1089.0,2524.0,1008.0,2.6739,78000.0,INLAND +-116.38,34.1,6.0,2104.0,348.0,841.0,320.0,4.1458,116300.0,INLAND +-116.22,34.21,23.0,1175.0,468.0,355.0,151.0,2.2083,42500.0,INLAND +-116.14,34.22,32.0,3298.0,1228.0,763.0,360.0,1.875,47800.0,INLAND +-116.06,34.2,29.0,1202.0,290.0,383.0,156.0,1.3371,66900.0,INLAND +-116.06,34.15,15.0,10377.0,2331.0,4507.0,1807.0,2.2466,66800.0,INLAND +-116.09,34.15,13.0,9444.0,1997.0,4166.0,1482.0,2.6111,65600.0,INLAND +-116.15,34.14,18.0,3312.0,705.0,1251.0,512.0,3.0139,82600.0,INLAND +-116.05,34.12,19.0,301.0,65.0,150.0,56.0,3.125,65600.0,INLAND +-116.02,34.18,8.0,569.0,97.0,312.0,96.0,4.3021,94500.0,INLAND +-115.85,34.2,34.0,3868.0,1257.0,890.0,423.0,1.3571,41000.0,INLAND +-115.52,34.22,30.0,540.0,136.0,122.0,63.0,1.3333,42500.0,INLAND +-116.0,34.12,32.0,3163.0,712.0,1358.0,544.0,2.125,57700.0,INLAND +-114.94,34.55,20.0,350.0,95.0,119.0,58.0,1.625,50000.0,INLAND +-114.47,34.4,19.0,7650.0,1901.0,1129.0,463.0,1.82,80100.0,INLAND +-114.31,34.19,15.0,5612.0,1283.0,1015.0,472.0,1.4936,66900.0,INLAND +-114.59,34.83,41.0,812.0,,375.0,158.0,1.7083,48500.0,INLAND +-114.65,34.89,17.0,2556.0,587.0,1005.0,401.0,1.6991,69100.0,INLAND +-114.6,34.83,46.0,1497.0,309.0,787.0,271.0,2.1908,48100.0,INLAND +-114.61,34.84,48.0,1291.0,248.0,580.0,211.0,2.1571,48600.0,INLAND +-114.61,34.83,31.0,2478.0,464.0,1346.0,479.0,3.212,70400.0,INLAND +-114.64,34.83,10.0,2502.0,573.0,1152.0,481.0,1.7062,86800.0,INLAND +-117.36,34.28,18.0,3903.0,715.0,1388.0,428.0,4.2386,157200.0,INLAND +-117.28,34.26,18.0,3895.0,,1086.0,375.0,3.3672,133600.0,INLAND +-117.31,34.25,29.0,4610.0,,1569.0,592.0,2.7663,97900.0,INLAND +-117.32,34.24,29.0,1290.0,263.0,323.0,113.0,1.9265,103300.0,INLAND +-117.3,34.24,38.0,4116.0,949.0,1196.0,422.0,3.5625,96500.0,INLAND +-117.28,34.24,16.0,3474.0,633.0,853.0,315.0,5.2185,128600.0,INLAND +-117.27,34.24,34.0,3687.0,756.0,941.0,367.0,2.875,117600.0,INLAND +-117.26,34.24,10.0,4750.0,844.0,1220.0,428.0,4.5536,132400.0,INLAND +-117.27,34.23,26.0,6339.0,1244.0,1177.0,466.0,3.7708,110400.0,INLAND +-117.16,34.26,27.0,9285.0,1621.0,1135.0,410.0,2.5446,135200.0,INLAND +-117.18,34.3,33.0,399.0,87.0,71.0,27.0,1.875,71300.0,INLAND +-117.17,34.28,13.0,4867.0,718.0,780.0,250.0,7.1997,253800.0,INLAND +-117.19,34.27,16.0,7961.0,1147.0,879.0,280.0,5.2146,255200.0,INLAND +-117.21,34.28,16.0,3326.0,569.0,527.0,192.0,5.7421,167600.0,INLAND +-117.2,34.26,17.0,9419.0,1455.0,1382.0,459.0,6.2233,230900.0,INLAND +-117.22,34.26,16.0,8020.0,1432.0,1749.0,540.0,4.9716,162500.0,INLAND +-117.2,34.24,22.0,8106.0,1665.0,1062.0,423.0,3.0434,137200.0,INLAND +-117.17,34.25,15.0,4236.0,753.0,703.0,255.0,3.5625,165500.0,INLAND +-117.21,34.22,31.0,5454.0,1053.0,1408.0,504.0,5.0,161100.0,INLAND +-117.07,34.24,21.0,4773.0,1047.0,337.0,130.0,3.9375,115000.0,INLAND +-117.13,34.24,17.0,2828.0,506.0,673.0,274.0,5.2563,144100.0,INLAND +-117.15,34.22,10.0,1039.0,174.0,317.0,109.0,7.2371,171900.0,INLAND +-117.12,34.21,19.0,4641.0,994.0,1334.0,474.0,4.5972,123900.0,INLAND +-117.1,34.21,22.0,4397.0,931.0,1145.0,445.0,4.5268,108400.0,INLAND +-117.09,34.22,16.0,1347.0,327.0,271.0,91.0,4.0,87500.0,INLAND +-117.06,34.17,21.0,2520.0,582.0,416.0,151.0,2.712,89000.0,INLAND +-117.13,34.17,17.0,1181.0,271.0,248.0,114.0,5.5762,150000.0,INLAND +-116.94,34.24,27.0,12342.0,2630.0,1300.0,566.0,1.998,153500.0,INLAND +-116.91,34.24,23.0,6379.0,1636.0,1350.0,568.0,1.6336,124500.0,INLAND +-116.9,34.25,16.0,3018.0,523.0,556.0,244.0,3.5288,189700.0,INLAND +-116.88,34.24,13.0,4137.0,796.0,573.0,218.0,4.6394,226500.0,INLAND +-116.88,34.25,11.0,1089.0,198.0,230.0,90.0,4.9643,176000.0,INLAND +-116.87,34.24,15.0,4419.0,822.0,622.0,267.0,3.9688,182800.0,INLAND +-116.86,34.24,19.0,5411.0,1042.0,441.0,185.0,3.1324,132000.0,INLAND +-116.86,34.23,13.0,4760.0,938.0,309.0,132.0,5.4618,147800.0,INLAND +-116.99,34.3,29.0,5055.0,1036.0,410.0,191.0,3.5104,157100.0,INLAND +-116.89,34.27,13.0,3661.0,770.0,567.0,228.0,4.4063,152600.0,INLAND +-116.86,34.31,19.0,1649.0,328.0,382.0,151.0,4.0556,133000.0,INLAND +-116.85,34.26,18.0,6988.0,1635.0,2044.0,726.0,2.4308,90600.0,INLAND +-116.85,34.26,19.0,5395.0,1220.0,981.0,366.0,2.6094,92400.0,INLAND +-116.85,34.25,5.0,5806.0,1030.0,569.0,219.0,4.0132,163100.0,INLAND +-116.83,34.25,15.0,8948.0,1985.0,1316.0,514.0,2.7375,90800.0,INLAND +-116.82,34.24,11.0,5799.0,1527.0,713.0,262.0,2.5147,84700.0,INLAND +-116.76,34.29,14.0,3959.0,849.0,1064.0,376.0,2.8214,111400.0,INLAND +-116.76,34.23,10.0,4374.0,989.0,1020.0,376.0,2.6071,89000.0,INLAND +-116.98,34.13,16.0,2098.0,449.0,342.0,143.0,4.0333,133900.0,INLAND +-116.98,34.07,21.0,739.0,125.0,199.0,82.0,4.8958,117500.0,INLAND +-116.88,34.08,52.0,3419.0,777.0,710.0,265.0,3.9028,128600.0,INLAND +-116.76,34.14,4.0,42.0,10.0,9.0,3.0,0.536,42500.0,INLAND +-116.88,34.19,38.0,898.0,259.0,106.0,52.0,1.6875,225000.0,INLAND +-117.46,34.85,7.0,9759.0,1816.0,2933.0,1168.0,3.4912,157700.0,INLAND +-117.28,35.13,32.0,671.0,166.0,856.0,114.0,2.6477,53300.0,INLAND +-116.85,34.98,26.0,3606.0,792.0,1683.0,608.0,2.6587,57400.0,INLAND +-117.14,34.75,33.0,552.0,120.0,347.0,97.0,1.8158,100000.0,INLAND +-117.28,34.68,28.0,1932.0,421.0,1156.0,404.0,1.8958,55600.0,INLAND +-117.06,34.87,14.0,3348.0,619.0,1756.0,557.0,3.5987,91400.0,INLAND +-117.13,34.88,21.0,3254.0,669.0,1548.0,545.0,2.3373,57100.0,INLAND +-117.15,34.83,30.0,5370.0,1062.0,2778.0,944.0,3.099,66800.0,INLAND +-117.19,34.94,31.0,2034.0,444.0,1097.0,367.0,2.1522,60800.0,INLAND +-117.16,34.9,16.0,1579.0,327.0,934.0,298.0,2.7305,73800.0,INLAND +-117.08,34.96,28.0,1777.0,307.0,721.0,259.0,3.6343,79800.0,INLAND +-116.96,34.94,20.0,2355.0,467.0,1198.0,428.0,3.9934,88500.0,INLAND +-116.99,34.89,24.0,2741.0,577.0,1551.0,522.0,3.474,70500.0,INLAND +-116.99,34.88,23.0,6060.0,1165.0,2920.0,1072.0,3.1528,69000.0,INLAND +-117.0,34.87,16.0,6862.0,1292.0,3562.0,1126.0,3.6091,87200.0,INLAND +-117.02,34.88,18.0,2127.0,443.0,1168.0,401.0,3.0313,80000.0,INLAND +-117.03,34.87,7.0,2245.0,407.0,1016.0,364.0,3.9464,101500.0,INLAND +-116.96,34.83,30.0,1211.0,289.0,611.0,230.0,1.6667,44700.0,INLAND +-116.9,34.69,10.0,337.0,102.0,108.0,50.0,0.4999,55000.0,INLAND +-117.24,34.59,4.0,5027.0,797.0,1869.0,686.0,3.5507,186100.0,INLAND +-117.29,34.57,22.0,1054.0,239.0,428.0,239.0,1.2548,68300.0,INLAND +-117.1,34.57,6.0,5110.0,1044.0,1938.0,724.0,3.1917,112800.0,INLAND +-116.9,34.52,20.0,3481.0,840.0,1694.0,587.0,1.4,77700.0,INLAND +-116.94,34.4,20.0,6541.0,1401.0,2631.0,980.0,2.1339,78500.0,INLAND +-117.18,32.76,52.0,2023.0,301.0,649.0,285.0,4.7396,441700.0,NEAR OCEAN +-117.18,32.75,52.0,1539.0,212.0,535.0,224.0,5.392,408500.0,NEAR OCEAN +-117.18,32.75,52.0,1504.0,208.0,518.0,196.0,8.603,459600.0,NEAR OCEAN +-117.19,32.75,52.0,1495.0,230.0,459.0,190.0,8.1548,500001.0,NEAR OCEAN +-117.19,32.75,52.0,1388.0,213.0,513.0,211.0,6.1309,411600.0,NEAR OCEAN +-117.19,32.76,52.0,1294.0,175.0,434.0,180.0,5.7914,500001.0,NEAR OCEAN +-117.17,32.76,45.0,3149.0,639.0,1160.0,661.0,2.7266,354200.0,NEAR OCEAN +-117.17,32.75,38.0,5430.0,1176.0,2357.0,1100.0,3.654,249000.0,NEAR OCEAN +-117.18,32.74,39.0,3132.0,738.0,1200.0,690.0,2.5288,274000.0,NEAR OCEAN +-117.18,32.75,36.0,2282.0,534.0,918.0,531.0,2.7222,284700.0,NEAR OCEAN +-117.17,32.75,52.0,1052.0,,381.0,201.0,3.0726,289600.0,NEAR OCEAN +-117.16,32.75,23.0,2474.0,594.0,1107.0,536.0,2.9705,245500.0,NEAR OCEAN +-117.16,32.75,49.0,1566.0,494.0,643.0,419.0,1.9637,137500.0,NEAR OCEAN +-117.16,32.74,52.0,852.0,262.0,389.0,249.0,2.6042,225000.0,NEAR OCEAN +-117.16,32.74,21.0,1882.0,486.0,903.0,482.0,3.06,243800.0,NEAR OCEAN +-117.16,32.74,27.0,2335.0,604.0,982.0,590.0,3.1921,261500.0,NEAR OCEAN +-117.17,32.75,28.0,1514.0,384.0,540.0,352.0,2.1532,240000.0,NEAR OCEAN +-117.16,32.75,19.0,5430.0,1593.0,2496.0,1484.0,2.9112,199100.0,NEAR OCEAN +-117.16,32.75,34.0,1785.0,558.0,804.0,490.0,2.2687,200000.0,NEAR OCEAN +-117.15,32.76,43.0,2361.0,489.0,824.0,470.0,3.4196,302200.0,NEAR OCEAN +-117.15,32.76,36.0,2644.0,674.0,1211.0,654.0,3.0445,214800.0,NEAR OCEAN +-117.15,32.76,40.0,1809.0,474.0,826.0,456.0,2.6518,179800.0,NEAR OCEAN +-117.15,32.76,37.0,1921.0,502.0,811.0,472.0,2.75,175000.0,NEAR OCEAN +-117.15,32.75,40.0,2261.0,579.0,903.0,525.0,2.465,198700.0,NEAR OCEAN +-117.15,32.75,9.0,2818.0,821.0,851.0,555.0,2.6181,204200.0,NEAR OCEAN +-117.15,32.75,27.0,3166.0,867.0,1332.0,817.0,2.6742,171400.0,NEAR OCEAN +-117.15,32.74,43.0,2383.0,607.0,962.0,587.0,2.2578,263600.0,NEAR OCEAN +-117.15,32.74,26.0,3149.0,832.0,1320.0,808.0,3.0259,211700.0,NEAR OCEAN +-117.14,32.75,35.0,1391.0,329.0,726.0,317.0,2.6818,159400.0,NEAR OCEAN +-117.14,32.74,47.0,1494.0,327.0,689.0,304.0,3.125,172700.0,NEAR OCEAN +-117.14,32.74,16.0,6075.0,1816.0,2592.0,1634.0,2.5553,178100.0,NEAR OCEAN +-117.14,32.75,29.0,1961.0,565.0,1002.0,569.0,2.2813,118100.0,NEAR OCEAN +-117.14,32.75,25.0,1908.0,513.0,956.0,467.0,2.4828,133300.0,NEAR OCEAN +-117.14,32.75,37.0,1832.0,525.0,955.0,488.0,2.7852,129200.0,NEAR OCEAN +-117.14,32.75,19.0,1358.0,613.0,766.0,630.0,1.0353,150000.0,NEAR OCEAN +-117.14,32.75,20.0,1182.0,379.0,678.0,326.0,2.1937,162500.0,NEAR OCEAN +-117.14,32.75,27.0,1551.0,464.0,880.0,400.0,2.4167,131300.0,NEAR OCEAN +-117.14,32.76,28.0,3025.0,756.0,1328.0,695.0,2.694,164100.0,NEAR OCEAN +-117.14,32.76,35.0,2539.0,661.0,1308.0,629.0,2.6777,146400.0,NEAR OCEAN +-117.14,32.76,32.0,2587.0,681.0,1246.0,650.0,2.1727,145500.0,NEAR OCEAN +-117.14,32.76,35.0,1785.0,493.0,965.0,506.0,2.0792,160000.0,NEAR OCEAN +-117.13,32.77,30.0,2582.0,650.0,1098.0,603.0,2.8281,171700.0,NEAR OCEAN +-117.13,32.76,29.0,2568.0,682.0,1191.0,642.0,2.1094,162500.0,NEAR OCEAN +-117.13,32.76,41.0,1545.0,420.0,747.0,415.0,2.375,154400.0,NEAR OCEAN +-117.13,32.76,27.0,2280.0,695.0,1235.0,664.0,1.9392,142900.0,NEAR OCEAN +-117.13,32.76,33.0,1591.0,461.0,794.0,425.0,2.6333,140000.0,NEAR OCEAN +-117.13,32.76,22.0,2623.0,732.0,1283.0,718.0,2.1563,127100.0,NEAR OCEAN +-117.14,32.76,24.0,3523.0,991.0,1775.0,873.0,2.1273,142300.0,NEAR OCEAN +-117.13,32.75,24.0,1877.0,519.0,898.0,483.0,2.2264,112500.0,NEAR OCEAN +-117.13,32.75,28.0,2279.0,671.0,1166.0,623.0,1.95,150000.0,NEAR OCEAN +-117.13,32.75,23.0,3999.0,1182.0,2051.0,1130.0,2.1292,135000.0,NEAR OCEAN +-117.13,32.75,31.0,2336.0,656.0,1186.0,609.0,2.5872,130600.0,NEAR OCEAN +-117.13,32.75,50.0,1476.0,354.0,698.0,354.0,3.0,168800.0,NEAR OCEAN +-117.13,32.74,52.0,1512.0,321.0,651.0,321.0,3.6852,185300.0,NEAR OCEAN +-117.13,32.75,37.0,4142.0,1031.0,1936.0,968.0,2.693,174100.0,NEAR OCEAN +-117.12,32.75,37.0,2344.0,546.0,1134.0,513.0,2.4394,118300.0,NEAR OCEAN +-117.12,32.74,46.0,1898.0,441.0,978.0,439.0,3.2708,155200.0,NEAR OCEAN +-117.12,32.74,52.0,1969.0,389.0,877.0,424.0,3.79,163400.0,NEAR OCEAN +-117.13,32.75,20.0,2271.0,602.0,992.0,520.0,2.2599,157600.0,NEAR OCEAN +-117.12,32.75,15.0,2671.0,724.0,1800.0,646.0,2.1394,106700.0,NEAR OCEAN +-117.12,32.75,17.0,2060.0,633.0,1251.0,602.0,1.9886,119200.0,NEAR OCEAN +-117.12,32.75,20.0,1406.0,413.0,850.0,412.0,2.3261,114600.0,NEAR OCEAN +-117.12,32.75,25.0,2222.0,634.0,1025.0,568.0,1.64,130000.0,NEAR OCEAN +-117.12,32.76,23.0,2681.0,717.0,1279.0,648.0,2.1597,116100.0,NEAR OCEAN +-117.12,32.76,33.0,2279.0,591.0,1250.0,576.0,2.4297,139000.0,NEAR OCEAN +-117.12,32.76,43.0,2336.0,644.0,1203.0,614.0,2.3594,127800.0,NEAR OCEAN +-117.12,32.76,26.0,1221.0,331.0,620.0,296.0,2.4821,123600.0,NEAR OCEAN +-117.11,32.76,29.0,2030.0,545.0,1014.0,518.0,2.2409,114200.0,NEAR OCEAN +-117.12,32.76,28.0,2160.0,608.0,1339.0,571.0,1.9152,128100.0,NEAR OCEAN +-117.12,32.76,27.0,1426.0,364.0,792.0,353.0,2.0673,118800.0,NEAR OCEAN +-117.12,32.76,28.0,1605.0,501.0,936.0,460.0,2.5991,147500.0,NEAR OCEAN +-117.12,32.76,17.0,1559.0,462.0,821.0,428.0,2.0139,150000.0,NEAR OCEAN +-117.12,32.76,41.0,1469.0,421.0,803.0,395.0,2.1856,120500.0,NEAR OCEAN +-117.11,32.77,48.0,1502.0,272.0,590.0,265.0,2.5952,190300.0,NEAR OCEAN +-117.11,32.77,50.0,1729.0,355.0,617.0,337.0,3.6705,167000.0,NEAR OCEAN +-117.12,32.77,48.0,2012.0,422.0,893.0,394.0,2.7928,175000.0,NEAR OCEAN +-117.12,32.77,43.0,2167.0,464.0,977.0,461.0,3.125,192200.0,NEAR OCEAN +-117.11,32.77,52.0,1484.0,224.0,498.0,223.0,6.6053,331400.0,NEAR OCEAN +-117.11,32.77,52.0,1506.0,233.0,478.0,240.0,4.3875,300000.0,NEAR OCEAN +-117.1,32.77,49.0,4449.0,711.0,1606.0,709.0,5.7768,281600.0,NEAR OCEAN +-117.1,32.76,52.0,2606.0,426.0,883.0,380.0,4.2813,270800.0,NEAR OCEAN +-117.09,32.77,38.0,2065.0,374.0,812.0,343.0,3.125,216500.0,NEAR OCEAN +-117.09,32.76,44.0,1139.0,214.0,470.0,217.0,3.5481,203100.0,NEAR OCEAN +-117.09,32.76,43.0,3889.0,711.0,1466.0,663.0,3.5529,223000.0,NEAR OCEAN +-117.11,32.76,31.0,2293.0,549.0,1108.0,557.0,3.3854,204400.0,NEAR OCEAN +-117.1,32.76,30.0,1835.0,474.0,934.0,415.0,2.875,139600.0,NEAR OCEAN +-117.11,32.76,28.0,1457.0,397.0,672.0,342.0,1.9799,122700.0,NEAR OCEAN +-117.11,32.76,21.0,2226.0,600.0,1085.0,533.0,2.2604,126300.0,NEAR OCEAN +-117.11,32.76,19.0,2188.0,616.0,1304.0,607.0,2.0852,114400.0,NEAR OCEAN +-117.1,32.75,17.0,871.0,379.0,955.0,351.0,1.4375,96400.0,NEAR OCEAN +-117.1,32.75,11.0,2393.0,726.0,1905.0,711.0,1.3448,91300.0,NEAR OCEAN +-117.11,32.75,11.0,1607.0,478.0,1384.0,450.0,2.05,100000.0,NEAR OCEAN +-117.11,32.75,21.0,2127.0,658.0,1812.0,603.0,1.6896,100000.0,NEAR OCEAN +-117.11,32.75,18.0,1943.0,587.0,1329.0,522.0,1.7696,103100.0,NEAR OCEAN +-117.09,32.76,29.0,1650.0,496.0,882.0,445.0,2.2287,140000.0,NEAR OCEAN +-117.09,32.76,31.0,1235.0,387.0,816.0,397.0,1.5517,122500.0,NEAR OCEAN +-117.1,32.76,31.0,987.0,267.0,619.0,250.0,2.9286,151800.0,NEAR OCEAN +-117.1,32.75,16.0,2426.0,799.0,1505.0,754.0,1.6444,103400.0,NEAR OCEAN +-117.1,32.75,21.0,2063.0,609.0,1686.0,558.0,1.4828,94800.0,NEAR OCEAN +-117.1,32.75,20.0,2355.0,722.0,1848.0,576.0,2.0036,99200.0,NEAR OCEAN +-117.1,32.75,15.0,2422.0,774.0,2120.0,715.0,1.0617,92400.0,NEAR OCEAN +-117.1,32.75,23.0,1858.0,551.0,1506.0,492.0,1.7446,85200.0,NEAR OCEAN +-117.11,32.75,46.0,695.0,182.0,601.0,195.0,2.4219,90600.0,NEAR OCEAN +-117.11,32.75,20.0,1667.0,469.0,1292.0,445.0,2.0893,101100.0,NEAR OCEAN +-117.11,32.75,34.0,2131.0,594.0,1373.0,562.0,2.113,102100.0,NEAR OCEAN +-117.12,32.75,13.0,2795.0,773.0,1869.0,690.0,2.1767,101800.0,NEAR OCEAN +-117.1,32.74,14.0,2361.0,601.0,1831.0,526.0,1.6102,93400.0,NEAR OCEAN +-117.11,32.74,25.0,2846.0,644.0,2272.0,632.0,2.2,98700.0,NEAR OCEAN +-117.11,32.74,25.0,684.0,190.0,665.0,187.0,2.4524,90300.0,NEAR OCEAN +-117.11,32.74,33.0,1126.0,267.0,621.0,241.0,3.2422,123100.0,NEAR OCEAN +-117.11,32.73,35.0,1689.0,397.0,1135.0,366.0,2.3269,97300.0,NEAR OCEAN +-117.1,32.73,24.0,2927.0,704.0,2005.0,668.0,2.2375,102900.0,NEAR OCEAN +-117.11,32.73,34.0,1096.0,221.0,574.0,223.0,3.8355,126700.0,NEAR OCEAN +-117.11,32.73,27.0,3160.0,627.0,1628.0,612.0,3.8864,132600.0,NEAR OCEAN +-117.09,32.75,30.0,1899.0,546.0,1620.0,493.0,1.6034,84400.0,NEAR OCEAN +-117.09,32.74,23.0,3130.0,779.0,2472.0,744.0,2.32,93200.0,NEAR OCEAN +-117.1,32.74,20.0,3854.0,1046.0,3555.0,966.0,1.6747,100000.0,NEAR OCEAN +-117.1,32.74,30.0,1772.0,500.0,1389.0,447.0,2.3641,94100.0,NEAR OCEAN +-117.1,32.75,11.0,1976.0,548.0,1528.0,512.0,1.4886,89800.0,NEAR OCEAN +-117.08,32.75,20.0,1886.0,586.0,1134.0,525.0,1.5029,100000.0,NEAR OCEAN +-117.08,32.75,16.0,1111.0,328.0,930.0,303.0,1.2347,128100.0,NEAR OCEAN +-117.08,32.75,15.0,1821.0,516.0,1385.0,439.0,2.5101,95300.0,NEAR OCEAN +-117.09,32.75,24.0,1245.0,376.0,1230.0,362.0,1.875,95000.0,NEAR OCEAN +-117.09,32.75,28.0,1220.0,391.0,1286.0,396.0,1.2286,105000.0,NEAR OCEAN +-117.09,32.75,20.0,1701.0,503.0,1482.0,465.0,1.6789,95500.0,NEAR OCEAN +-117.09,32.76,10.0,1922.0,577.0,1595.0,545.0,1.5208,118800.0,NEAR OCEAN +-117.08,32.76,18.0,1704.0,596.0,1639.0,548.0,1.7391,125000.0,NEAR OCEAN +-117.07,32.76,14.0,2523.0,545.0,1297.0,525.0,2.3886,138100.0,NEAR OCEAN +-117.07,32.75,37.0,2690.0,549.0,1219.0,524.0,2.3148,154200.0,NEAR OCEAN +-117.07,32.75,14.0,3073.0,851.0,2000.0,782.0,2.3824,144700.0,NEAR OCEAN +-117.07,32.75,9.0,3464.0,749.0,1687.0,645.0,3.3026,119100.0,NEAR OCEAN +-117.06,32.75,34.0,1917.0,419.0,1181.0,426.0,3.0208,129200.0,NEAR OCEAN +-117.05,32.74,34.0,2178.0,455.0,1193.0,446.0,3.1719,115300.0,NEAR OCEAN +-117.07,32.74,37.0,1042.0,205.0,589.0,208.0,2.6629,116900.0,NEAR OCEAN +-117.07,32.75,31.0,2036.0,501.0,1263.0,442.0,2.5583,120700.0,NEAR OCEAN +-117.08,32.75,20.0,1989.0,508.0,1452.0,462.0,2.0077,118300.0,NEAR OCEAN +-117.08,32.74,26.0,2359.0,622.0,2067.0,581.0,1.8103,124700.0,NEAR OCEAN +-117.09,32.75,19.0,2739.0,707.0,2004.0,622.0,1.6318,117700.0,NEAR OCEAN +-117.09,32.74,42.0,1986.0,472.0,1472.0,475.0,2.1757,110100.0,NEAR OCEAN +-117.08,32.74,33.0,3260.0,673.0,1784.0,666.0,3.5078,126500.0,NEAR OCEAN +-117.08,32.73,36.0,3331.0,643.0,1903.0,622.0,3.6974,122000.0,NEAR OCEAN +-117.07,32.74,38.0,1901.0,392.0,1099.0,406.0,2.7661,113900.0,NEAR OCEAN +-117.08,32.74,35.0,1434.0,253.0,753.0,228.0,2.3812,135100.0,NEAR OCEAN +-117.08,32.73,36.0,1158.0,218.0,619.0,233.0,3.6125,122500.0,NEAR OCEAN +-117.08,32.73,19.0,2935.0,763.0,1953.0,720.0,1.4254,111300.0,NEAR OCEAN +-117.07,32.73,18.0,2968.0,656.0,1149.0,581.0,2.6452,154200.0,NEAR OCEAN +-117.07,32.78,22.0,922.0,240.0,1524.0,235.0,1.6815,218800.0,NEAR OCEAN +-117.09,32.77,31.0,3062.0,,1263.0,539.0,3.0875,291500.0,NEAR OCEAN +-117.08,32.77,31.0,1070.0,155.0,426.0,153.0,6.1628,219200.0,NEAR OCEAN +-117.07,32.77,34.0,2245.0,394.0,1849.0,429.0,3.5446,185500.0,NEAR OCEAN +-117.07,32.77,38.0,3779.0,614.0,1495.0,614.0,4.3529,184000.0,NEAR OCEAN +-117.07,32.76,42.0,1827.0,378.0,880.0,380.0,2.5125,176600.0,NEAR OCEAN +-117.08,32.77,25.0,3911.0,849.0,1580.0,767.0,2.7778,184100.0,NEAR OCEAN +-117.08,32.76,27.0,1221.0,254.0,606.0,259.0,3.0833,155400.0,NEAR OCEAN +-117.09,32.76,31.0,2567.0,624.0,1255.0,582.0,2.5909,159100.0,NEAR OCEAN +-117.08,32.76,20.0,2547.0,785.0,1199.0,643.0,1.7743,140300.0,NEAR OCEAN +-117.04,32.77,21.0,1824.0,447.0,962.0,431.0,2.7826,143800.0,<1H OCEAN +-117.05,32.77,23.0,2556.0,662.0,1200.0,548.0,1.8899,147700.0,NEAR OCEAN +-117.06,32.77,18.0,2269.0,682.0,1329.0,581.0,1.7951,161800.0,NEAR OCEAN +-117.06,32.77,34.0,1730.0,373.0,730.0,350.0,2.0284,161800.0,NEAR OCEAN +-117.07,32.77,38.0,1130.0,228.0,699.0,241.0,2.65,167600.0,NEAR OCEAN +-117.06,32.77,32.0,3888.0,827.0,3868.0,841.0,3.0755,166800.0,NEAR OCEAN +-117.05,32.77,33.0,3535.0,683.0,1568.0,672.0,2.8097,158300.0,NEAR OCEAN +-117.06,32.76,36.0,2785.0,577.0,1275.0,527.0,2.3015,156800.0,NEAR OCEAN +-117.06,32.76,38.0,1549.0,288.0,636.0,278.0,3.2188,150500.0,NEAR OCEAN +-117.05,32.76,46.0,1887.0,359.0,795.0,358.0,3.25,159600.0,NEAR OCEAN +-117.06,32.76,37.0,2356.0,476.0,1231.0,499.0,2.965,155700.0,NEAR OCEAN +-117.06,32.76,24.0,1629.0,587.0,1012.0,488.0,1.7452,156800.0,NEAR OCEAN +-117.05,32.75,36.0,2024.0,,1030.0,390.0,3.8233,139800.0,NEAR OCEAN +-117.06,32.75,34.0,2516.0,611.0,1317.0,594.0,2.2308,125900.0,NEAR OCEAN +-117.05,32.75,35.0,2144.0,388.0,1003.0,383.0,3.0938,137300.0,NEAR OCEAN +-117.07,32.72,18.0,1758.0,286.0,987.0,277.0,4.6875,141800.0,NEAR OCEAN +-117.08,32.72,32.0,2286.0,468.0,1741.0,467.0,3.0446,101900.0,NEAR OCEAN +-117.07,32.71,36.0,2448.0,475.0,1268.0,450.0,2.5682,109100.0,NEAR OCEAN +-117.06,32.73,33.0,3444.0,619.0,1884.0,582.0,3.7891,126700.0,NEAR OCEAN +-117.06,32.72,31.0,2669.0,514.0,1626.0,499.0,3.1923,116900.0,NEAR OCEAN +-117.05,32.72,35.0,1777.0,369.0,1158.0,353.0,3.4107,117000.0,NEAR OCEAN +-117.06,32.71,25.0,2681.0,596.0,1947.0,553.0,2.8964,104300.0,NEAR OCEAN +-117.07,32.71,39.0,2754.0,652.0,2263.0,619.0,2.2454,89600.0,NEAR OCEAN +-117.08,32.7,35.0,1477.0,264.0,852.0,279.0,3.1786,100600.0,NEAR OCEAN +-117.08,32.7,37.0,2176.0,418.0,1301.0,375.0,2.875,98900.0,NEAR OCEAN +-117.08,32.7,36.0,2103.0,390.0,1279.0,392.0,2.4135,97000.0,NEAR OCEAN +-117.06,32.71,21.0,1864.0,388.0,1498.0,389.0,3.8194,125700.0,NEAR OCEAN +-117.06,32.71,11.0,2397.0,523.0,1566.0,514.0,3.8687,145200.0,NEAR OCEAN +-117.08,32.71,27.0,2204.0,598.0,1656.0,521.0,1.4821,86200.0,NEAR OCEAN +-117.07,32.71,26.0,4151.0,823.0,2822.0,697.0,2.8372,123400.0,NEAR OCEAN +-117.07,32.7,14.0,2763.0,456.0,1914.0,465.0,4.1645,143000.0,NEAR OCEAN +-117.07,32.69,20.0,2192.0,406.0,1766.0,393.0,4.0921,135000.0,NEAR OCEAN +-117.06,32.7,12.0,3943.0,737.0,3280.0,751.0,4.112,141400.0,NEAR OCEAN +-117.04,32.71,28.0,5274.0,991.0,3727.0,961.0,3.57,109800.0,NEAR OCEAN +-117.05,32.71,25.0,3292.0,608.0,2266.0,592.0,3.2986,119200.0,NEAR OCEAN +-117.03,32.71,33.0,3126.0,627.0,2300.0,623.0,3.2596,103000.0,NEAR OCEAN +-117.03,32.71,34.0,2328.0,444.0,1684.0,429.0,3.25,99600.0,NEAR OCEAN +-117.02,32.71,20.0,4050.0,745.0,2870.0,761.0,3.7366,121800.0,NEAR OCEAN +-117.02,32.7,22.0,2756.0,516.0,1849.0,486.0,4.1837,125400.0,NEAR OCEAN +-117.02,32.7,18.0,1643.0,283.0,1134.0,269.0,5.1769,133000.0,NEAR OCEAN +-117.02,32.71,30.0,3187.0,592.0,2082.0,631.0,3.5388,118500.0,NEAR OCEAN +-117.01,32.7,25.0,2321.0,398.0,1434.0,386.0,3.5341,120800.0,NEAR OCEAN +-117.05,32.69,8.0,831.0,158.0,740.0,154.0,5.3908,165500.0,NEAR OCEAN +-117.06,32.69,9.0,1520.0,269.0,1250.0,265.0,4.8875,157700.0,NEAR OCEAN +-117.06,32.69,13.0,705.0,149.0,718.0,155.0,4.4375,154900.0,NEAR OCEAN +-117.06,32.69,9.0,521.0,111.0,491.0,110.0,5.1305,158900.0,NEAR OCEAN +-117.03,32.7,19.0,2304.0,572.0,2010.0,556.0,2.2866,109900.0,NEAR OCEAN +-117.04,32.69,27.0,1790.0,356.0,1286.0,347.0,3.5437,115800.0,NEAR OCEAN +-117.04,32.7,7.0,9311.0,1703.0,7302.0,1694.0,4.419,156900.0,NEAR OCEAN +-117.07,32.68,18.0,1475.0,267.0,1149.0,268.0,5.0827,142200.0,NEAR OCEAN +-117.06,32.68,38.0,1481.0,317.0,1080.0,291.0,2.85,125800.0,NEAR OCEAN +-117.06,32.68,36.0,3815.0,796.0,2945.0,728.0,2.0959,125000.0,NEAR OCEAN +-117.05,32.69,21.0,991.0,210.0,695.0,203.0,3.625,144300.0,NEAR OCEAN +-117.06,32.68,41.0,2665.0,515.0,1664.0,512.0,2.375,113500.0,NEAR OCEAN +-117.06,32.67,29.0,4047.0,754.0,2353.0,730.0,4.0505,125000.0,NEAR OCEAN +-117.05,32.68,35.0,3414.0,580.0,1761.0,522.0,3.9922,129800.0,NEAR OCEAN +-117.05,32.67,32.0,4227.0,785.0,2842.0,795.0,3.9646,137800.0,NEAR OCEAN +-117.05,32.68,19.0,1469.0,275.0,1010.0,292.0,3.5664,150400.0,NEAR OCEAN +-117.05,32.67,16.0,2168.0,343.0,1589.0,338.0,5.4863,153800.0,NEAR OCEAN +-117.06,32.66,33.0,3425.0,511.0,1528.0,479.0,5.6889,234600.0,NEAR OCEAN +-117.06,32.66,24.0,2587.0,491.0,1617.0,458.0,3.5066,133400.0,NEAR OCEAN +-117.04,32.66,22.0,3362.0,630.0,1471.0,612.0,4.1442,303900.0,NEAR OCEAN +-117.03,32.67,15.0,5094.0,818.0,2118.0,758.0,5.3505,266600.0,NEAR OCEAN +-117.02,32.68,14.0,3986.0,675.0,2065.0,702.0,5.7192,267400.0,NEAR OCEAN +-117.05,32.69,14.0,1689.0,555.0,1319.0,527.0,3.16,143800.0,NEAR OCEAN +-117.05,32.68,15.0,1828.0,359.0,955.0,248.0,3.2174,165100.0,NEAR OCEAN +-117.04,32.68,13.0,2132.0,425.0,1345.0,432.0,4.0,89300.0,NEAR OCEAN +-117.04,32.68,14.0,1320.0,270.0,943.0,260.0,5.0947,152700.0,NEAR OCEAN +-117.04,32.67,14.0,3464.0,683.0,2139.0,734.0,4.0668,137500.0,NEAR OCEAN +-117.04,32.69,9.0,3417.0,860.0,2521.0,828.0,3.02,158900.0,NEAR OCEAN +-117.04,32.68,9.0,3087.0,609.0,1530.0,556.0,3.775,125000.0,NEAR OCEAN +-117.04,32.68,11.0,1875.0,357.0,1014.0,386.0,4.375,115000.0,NEAR OCEAN +-117.01,32.7,7.0,2327.0,490.0,1304.0,445.0,3.3553,132200.0,NEAR OCEAN +-117.02,32.69,7.0,6055.0,1004.0,3031.0,952.0,4.436,135000.0,NEAR OCEAN +-117.03,32.69,5.0,3201.0,532.0,2061.0,536.0,5.0829,179400.0,NEAR OCEAN +-117.03,32.69,10.0,901.0,163.0,698.0,167.0,4.6648,156100.0,NEAR OCEAN +-117.03,32.69,8.0,2460.0,397.0,1784.0,390.0,4.5662,175500.0,NEAR OCEAN +-117.09,32.71,12.0,3375.0,945.0,2357.0,808.0,1.5,106300.0,NEAR OCEAN +-117.09,32.7,15.0,869.0,217.0,887.0,216.0,1.4583,84200.0,NEAR OCEAN +-117.09,32.7,22.0,2409.0,582.0,1887.0,578.0,1.4089,94200.0,NEAR OCEAN +-117.09,32.69,18.0,1645.0,430.0,1221.0,410.0,1.3269,108000.0,NEAR OCEAN +-117.09,32.69,20.0,1102.0,205.0,852.0,217.0,3.1833,108300.0,NEAR OCEAN +-117.1,32.69,11.0,3071.0,911.0,2812.0,774.0,1.2413,83100.0,NEAR OCEAN +-117.1,32.7,28.0,633.0,137.0,525.0,170.0,3.6042,95600.0,NEAR OCEAN +-117.1,32.7,42.0,2002.0,488.0,1505.0,464.0,1.5057,86300.0,NEAR OCEAN +-117.1,32.71,9.0,1931.0,472.0,1628.0,445.0,2.085,92600.0,NEAR OCEAN +-117.09,32.73,26.0,3114.0,686.0,1948.0,660.0,2.8942,124100.0,NEAR OCEAN +-117.1,32.72,5.0,1615.0,387.0,1094.0,394.0,2.2024,137200.0,NEAR OCEAN +-117.09,32.72,39.0,1273.0,246.0,770.0,242.0,2.0938,102500.0,NEAR OCEAN +-117.09,32.72,33.0,1096.0,240.0,716.0,224.0,1.6944,111800.0,NEAR OCEAN +-117.09,32.73,28.0,3109.0,594.0,1559.0,589.0,3.5789,120300.0,NEAR OCEAN +-117.09,32.71,29.0,2238.0,523.0,2061.0,504.0,2.5559,96800.0,NEAR OCEAN +-117.1,32.71,29.0,3422.0,713.0,2775.0,644.0,1.7075,86900.0,NEAR OCEAN +-117.1,32.71,25.0,939.0,247.0,1003.0,240.0,1.75,87900.0,NEAR OCEAN +-117.11,32.72,25.0,1491.0,348.0,1183.0,316.0,1.9583,88600.0,NEAR OCEAN +-117.11,32.71,30.0,1729.0,457.0,1673.0,460.0,1.7,85900.0,NEAR OCEAN +-117.11,32.7,34.0,2028.0,522.0,1797.0,464.0,1.7402,79400.0,NEAR OCEAN +-117.11,32.7,37.0,2045.0,502.0,1920.0,472.0,1.8125,83300.0,NEAR OCEAN +-117.11,32.7,33.0,1980.0,488.0,1626.0,428.0,1.4856,86400.0,NEAR OCEAN +-117.12,32.7,14.0,819.0,237.0,827.0,237.0,1.3194,90500.0,NEAR OCEAN +-117.12,32.7,36.0,1011.0,253.0,763.0,226.0,1.8187,84100.0,NEAR OCEAN +-117.11,32.71,29.0,1040.0,291.0,1054.0,297.0,1.1818,83200.0,NEAR OCEAN +-117.1,32.69,37.0,1269.0,340.0,1369.0,302.0,2.2102,87200.0,NEAR OCEAN +-117.1,32.69,35.0,1292.0,272.0,1183.0,272.0,2.0547,98000.0,NEAR OCEAN +-117.11,32.69,36.0,1421.0,367.0,1418.0,355.0,1.9425,93400.0,NEAR OCEAN +-117.11,32.69,34.0,1144.0,295.0,1271.0,302.0,2.09,91800.0,NEAR OCEAN +-117.11,32.69,37.0,2395.0,627.0,2489.0,599.0,1.5933,86300.0,NEAR OCEAN +-117.11,32.69,39.0,395.0,159.0,620.0,162.0,2.725,86500.0,NEAR OCEAN +-117.12,32.69,46.0,200.0,77.0,180.0,65.0,1.0658,93800.0,NEAR OCEAN +-117.12,32.69,37.0,1082.0,294.0,1146.0,265.0,2.0673,88500.0,NEAR OCEAN +-117.12,32.7,38.0,818.0,217.0,953.0,231.0,1.0531,65700.0,NEAR OCEAN +-117.12,32.7,37.0,1361.0,348.0,1398.0,328.0,1.1681,78100.0,NEAR OCEAN +-117.13,32.69,36.0,1469.0,400.0,1271.0,340.0,1.043,90100.0,NEAR OCEAN +-117.13,32.7,48.0,786.0,230.0,917.0,231.0,1.875,75600.0,NEAR OCEAN +-117.13,32.7,42.0,1210.0,292.0,945.0,258.0,0.8991,78900.0,NEAR OCEAN +-117.13,32.7,38.0,1445.0,392.0,1286.0,357.0,1.4632,80200.0,NEAR OCEAN +-117.13,32.7,35.0,1179.0,344.0,1372.0,330.0,1.9509,70200.0,NEAR OCEAN +-117.12,32.71,33.0,1256.0,331.0,1315.0,321.0,1.9286,78500.0,NEAR OCEAN +-117.13,32.71,38.0,993.0,246.0,760.0,205.0,1.1563,82700.0,NEAR OCEAN +-117.13,32.71,42.0,1145.0,314.0,1114.0,307.0,1.2614,87500.0,NEAR OCEAN +-117.13,32.71,44.0,1697.0,413.0,1396.0,363.0,1.5474,83300.0,NEAR OCEAN +-117.13,32.72,32.0,2197.0,623.0,1784.0,599.0,1.901,120300.0,NEAR OCEAN +-117.12,32.71,24.0,421.0,101.0,396.0,113.0,0.6433,111300.0,NEAR OCEAN +-117.13,32.72,9.0,2436.0,720.0,1780.0,653.0,1.8299,137500.0,NEAR OCEAN +-117.13,32.72,19.0,1341.0,435.0,1048.0,360.0,1.975,117900.0,NEAR OCEAN +-117.12,32.72,36.0,6096.0,1285.0,3093.0,1229.0,3.37,159100.0,NEAR OCEAN +-117.12,32.73,50.0,2307.0,424.0,887.0,356.0,3.5156,168800.0,NEAR OCEAN +-117.12,32.73,52.0,3976.0,718.0,1750.0,769.0,3.4151,175400.0,NEAR OCEAN +-117.13,32.74,46.0,3355.0,768.0,1457.0,708.0,2.6604,170100.0,NEAR OCEAN +-117.13,32.73,52.0,1148.0,214.0,481.0,215.0,5.454,240900.0,NEAR OCEAN +-117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,213100.0,NEAR OCEAN +-117.13,32.74,50.0,1527.0,338.0,728.0,322.0,2.625,203200.0,NEAR OCEAN +-117.13,32.73,43.0,2706.0,667.0,1531.0,614.0,2.1513,145000.0,NEAR OCEAN +-117.13,32.72,43.0,2160.0,504.0,1221.0,452.0,2.4821,140600.0,NEAR OCEAN +-117.13,32.72,52.0,1560.0,307.0,757.0,315.0,2.7083,199100.0,NEAR OCEAN +-117.13,32.73,52.0,1911.0,415.0,777.0,412.0,2.2429,221100.0,NEAR OCEAN +-117.14,32.72,42.0,1558.0,458.0,1227.0,407.0,2.2804,139100.0,NEAR OCEAN +-117.13,32.72,17.0,1285.0,423.0,1208.0,409.0,1.758,126600.0,NEAR OCEAN +-117.14,32.71,34.0,1694.0,455.0,1467.0,425.0,2.1164,139400.0,NEAR OCEAN +-117.14,32.71,32.0,719.0,251.0,894.0,208.0,1.8456,103100.0,NEAR OCEAN +-117.14,32.72,43.0,1073.0,344.0,660.0,279.0,2.0529,168800.0,NEAR OCEAN +-117.14,32.72,45.0,1140.0,310.0,840.0,339.0,1.6156,156300.0,NEAR OCEAN +-117.14,32.72,34.0,2533.0,862.0,2011.0,778.0,2.1199,160400.0,NEAR OCEAN +-117.14,32.71,52.0,1225.0,332.0,955.0,321.0,1.6011,106300.0,NEAR OCEAN +-117.14,32.71,52.0,979.0,314.0,975.0,297.0,1.2375,100000.0,NEAR OCEAN +-117.14,32.71,52.0,800.0,313.0,1337.0,282.0,1.5594,87500.0,NEAR OCEAN +-117.14,32.71,52.0,500.0,,480.0,108.0,1.8696,91100.0,NEAR OCEAN +-117.13,32.71,37.0,1220.0,325.0,1472.0,323.0,1.825,81500.0,NEAR OCEAN +-117.13,32.71,35.0,614.0,180.0,691.0,164.0,1.6953,81300.0,NEAR OCEAN +-117.14,32.71,43.0,966.0,255.0,857.0,208.0,1.2841,72000.0,NEAR OCEAN +-117.14,32.71,39.0,1647.0,478.0,2176.0,479.0,1.7642,82900.0,NEAR OCEAN +-117.14,32.7,32.0,1280.0,353.0,1335.0,330.0,1.6023,77300.0,NEAR OCEAN +-117.13,32.7,35.0,365.0,98.0,463.0,112.0,2.5588,78800.0,NEAR OCEAN +-117.14,32.7,43.0,1126.0,289.0,1132.0,294.0,2.1875,87000.0,NEAR OCEAN +-117.14,32.7,40.0,1227.0,330.0,1199.0,316.0,1.2188,92500.0,NEAR OCEAN +-117.14,32.7,36.0,633.0,148.0,557.0,139.0,1.5729,82700.0,NEAR OCEAN +-117.14,32.7,48.0,510.0,180.0,545.0,132.0,1.8008,86500.0,NEAR OCEAN +-117.14,32.7,44.0,658.0,218.0,869.0,212.0,1.9338,89400.0,NEAR OCEAN +-117.14,32.7,47.0,552.0,161.0,593.0,174.0,0.9589,90000.0,NEAR OCEAN +-117.15,32.7,50.0,475.0,172.0,483.0,120.0,1.3657,162500.0,NEAR OCEAN +-117.15,32.71,52.0,402.0,183.0,557.0,172.0,1.3125,87500.0,NEAR OCEAN +-117.15,32.7,52.0,458.0,148.0,1283.0,166.0,1.2863,86300.0,NEAR OCEAN +-117.15,32.71,52.0,217.0,82.0,531.0,93.0,1.6607,137500.0,NEAR OCEAN +-117.15,32.72,52.0,344.0,177.0,460.0,147.0,1.2292,137500.0,NEAR OCEAN +-117.16,32.72,52.0,788.0,463.0,805.0,391.0,0.9142,162500.0,NEAR OCEAN +-117.16,32.71,52.0,845.0,451.0,1230.0,375.0,1.0918,22500.0,NEAR OCEAN +-117.16,32.71,5.0,2508.0,827.0,2066.0,761.0,1.3092,325000.0,NEAR OCEAN +-117.17,32.71,7.0,2493.0,693.0,951.0,641.0,4.2375,205000.0,NEAR OCEAN +-117.17,32.71,39.0,311.0,181.0,206.0,113.0,0.7685,187500.0,NEAR OCEAN +-117.14,32.73,26.0,450.0,132.0,317.0,109.0,4.0,137500.0,NEAR OCEAN +-117.15,32.72,51.0,1321.0,,781.0,499.0,1.3071,250000.0,NEAR OCEAN +-117.16,32.72,24.0,1232.0,663.0,1184.0,626.0,1.0391,162500.0,NEAR OCEAN +-117.16,32.73,52.0,1218.0,471.0,821.0,429.0,1.9597,200000.0,NEAR OCEAN +-117.16,32.72,27.0,1245.0,471.0,653.0,451.0,1.2668,225000.0,NEAR OCEAN +-117.17,32.73,52.0,408.0,143.0,313.0,143.0,1.815,116700.0,NEAR OCEAN +-117.17,32.72,44.0,626.0,256.0,572.0,229.0,1.5909,262500.0,NEAR OCEAN +-117.16,32.73,52.0,1682.0,617.0,873.0,534.0,2.0972,112500.0,NEAR OCEAN +-117.16,32.73,52.0,1863.0,559.0,906.0,493.0,1.9203,195800.0,NEAR OCEAN +-117.17,32.73,52.0,1578.0,487.0,879.0,446.0,2.4069,215000.0,NEAR OCEAN +-117.16,32.74,49.0,1815.0,495.0,601.0,410.0,3.0571,418800.0,NEAR OCEAN +-117.16,32.74,43.0,1437.0,406.0,692.0,379.0,3.1979,466700.0,NEAR OCEAN +-117.17,32.74,39.0,3803.0,806.0,1567.0,775.0,3.7039,361500.0,NEAR OCEAN +-117.17,32.74,38.0,5054.0,1168.0,2366.0,1103.0,2.9422,289400.0,NEAR OCEAN +-117.17,32.73,52.0,55.0,18.0,65.0,22.0,1.6591,112500.0,NEAR OCEAN +-117.2,32.76,40.0,581.0,157.0,298.0,156.0,2.4,255000.0,NEAR OCEAN +-117.19,32.75,33.0,1115.0,316.0,583.0,269.0,2.5882,258300.0,NEAR OCEAN +-117.18,32.74,20.0,1165.0,269.0,459.0,244.0,3.175,191700.0,NEAR OCEAN +-117.19,32.75,52.0,25.0,5.0,13.0,5.0,0.536,162500.0,NEAR OCEAN +-117.21,32.75,15.0,1716.0,702.0,914.0,672.0,1.0612,300000.0,NEAR OCEAN +-117.21,32.74,45.0,3025.0,583.0,1980.0,550.0,2.2982,87500.0,NEAR OCEAN +-117.21,32.75,27.0,2072.0,534.0,1118.0,510.0,2.8043,262100.0,NEAR OCEAN +-117.22,32.75,24.0,3914.0,985.0,2147.0,874.0,2.9735,225000.0,NEAR OCEAN +-117.22,32.75,26.0,696.0,185.0,384.0,184.0,2.6121,125000.0,NEAR OCEAN +-117.23,32.75,23.0,2415.0,653.0,1275.0,596.0,3.1389,101800.0,NEAR OCEAN +-117.22,32.75,26.0,617.0,112.0,251.0,110.0,3.8036,162000.0,NEAR OCEAN +-117.23,32.75,11.0,4304.0,1245.0,1960.0,1105.0,3.3456,159800.0,NEAR OCEAN +-117.21,32.74,52.0,1245.0,174.0,468.0,193.0,6.9322,334500.0,NEAR OCEAN +-117.22,32.74,52.0,1283.0,173.0,436.0,190.0,7.4029,345700.0,NEAR OCEAN +-117.22,32.74,52.0,1260.0,202.0,555.0,209.0,7.2758,345200.0,NEAR OCEAN +-117.22,32.74,41.0,2621.0,542.0,1074.0,471.0,2.4016,287500.0,NEAR OCEAN +-117.22,32.75,34.0,6001.0,1111.0,2654.0,1072.0,4.5878,291000.0,NEAR OCEAN +-117.22,32.73,38.0,3966.0,768.0,1640.0,729.0,3.8409,291400.0,NEAR OCEAN +-117.23,32.73,35.0,2914.0,683.0,1562.0,638.0,2.5259,240200.0,NEAR OCEAN +-117.23,32.73,44.0,1168.0,263.0,509.0,256.0,2.7273,269700.0,NEAR OCEAN +-117.23,32.72,43.0,952.0,209.0,392.0,210.0,2.1635,244200.0,NEAR OCEAN +-117.23,32.74,44.0,1404.0,229.0,513.0,217.0,4.1806,263800.0,NEAR OCEAN +-117.24,32.74,43.0,2216.0,375.0,918.0,388.0,5.5289,297700.0,NEAR OCEAN +-117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,388300.0,NEAR OCEAN +-117.23,32.73,36.0,2052.0,287.0,699.0,265.0,7.5557,441400.0,NEAR OCEAN +-117.23,32.72,38.0,2827.0,581.0,972.0,558.0,3.2361,500001.0,NEAR OCEAN +-117.24,32.71,32.0,4164.0,701.0,1277.0,607.0,6.6661,500001.0,NEAR OCEAN +-117.24,32.72,39.0,3089.0,431.0,1175.0,432.0,7.5925,466700.0,NEAR OCEAN +-117.24,32.72,39.0,3819.0,594.0,1361.0,583.0,6.6013,396400.0,NEAR OCEAN +-117.25,32.73,38.0,1840.0,291.0,633.0,283.0,4.9125,383600.0,NEAR OCEAN +-117.25,32.72,36.0,2632.0,450.0,2038.0,419.0,6.5319,345800.0,NEAR OCEAN +-117.25,32.72,33.0,1677.0,228.0,629.0,239.0,6.597,496400.0,NEAR OCEAN +-117.25,32.73,37.0,2224.0,331.0,821.0,341.0,6.3331,400000.0,NEAR OCEAN +-117.28,32.73,44.0,1934.0,325.0,783.0,316.0,4.8684,358600.0,NEAR OCEAN +-117.28,32.74,33.0,4168.0,1112.0,1785.0,984.0,2.7515,247700.0,NEAR OCEAN +-117.25,32.74,36.0,3548.0,956.0,1648.0,866.0,2.6962,288200.0,NEAR OCEAN +-117.25,32.74,36.0,1830.0,430.0,755.0,419.0,2.9904,286800.0,NEAR OCEAN +-117.25,32.74,40.0,2186.0,549.0,953.0,515.0,2.8007,257100.0,NEAR OCEAN +-117.24,32.74,44.0,1686.0,285.0,712.0,298.0,4.0268,298600.0,NEAR OCEAN +-117.24,32.74,44.0,1488.0,259.0,667.0,281.0,4.0862,321800.0,NEAR OCEAN +-117.25,32.73,39.0,1688.0,256.0,635.0,272.0,4.5938,367400.0,NEAR OCEAN +-117.23,32.75,5.0,1824.0,,892.0,426.0,3.4286,137500.0,NEAR OCEAN +-117.23,32.75,21.0,2050.0,608.0,1131.0,550.0,2.4779,165000.0,NEAR OCEAN +-117.23,32.74,16.0,735.0,139.0,299.0,134.0,4.6354,179200.0,NEAR OCEAN +-117.23,32.74,16.0,1953.0,404.0,798.0,385.0,4.8167,169800.0,NEAR OCEAN +-117.23,32.74,35.0,2615.0,525.0,1312.0,547.0,4.1339,238200.0,NEAR OCEAN +-117.24,32.74,45.0,1718.0,293.0,757.0,329.0,4.05,284900.0,NEAR OCEAN +-117.24,32.75,36.0,2831.0,669.0,1279.0,660.0,2.9896,252700.0,NEAR OCEAN +-117.24,32.75,36.0,1856.0,475.0,822.0,416.0,2.3042,220600.0,NEAR OCEAN +-117.24,32.75,41.0,1989.0,514.0,1015.0,489.0,2.79,226000.0,NEAR OCEAN +-117.25,32.74,36.0,1240.0,310.0,577.0,319.0,2.6625,248200.0,NEAR OCEAN +-117.25,32.75,32.0,3551.0,1037.0,1731.0,935.0,2.2017,208300.0,NEAR OCEAN +-117.25,32.75,36.0,1929.0,526.0,974.0,491.0,1.7622,205800.0,NEAR OCEAN +-117.24,32.75,33.0,1980.0,614.0,1057.0,567.0,2.2042,231300.0,NEAR OCEAN +-117.25,32.75,37.0,1189.0,377.0,645.0,377.0,2.4672,216700.0,NEAR OCEAN +-117.28,32.75,34.0,981.0,313.0,508.0,304.0,2.2328,266700.0,NEAR OCEAN +-117.25,32.79,37.0,1467.0,442.0,651.0,354.0,2.375,340400.0,NEAR OCEAN +-117.25,32.79,43.0,906.0,240.0,458.0,205.0,1.8365,328600.0,NEAR OCEAN +-117.25,32.78,36.0,1527.0,427.0,710.0,312.0,2.7857,291700.0,NEAR OCEAN +-117.25,32.78,21.0,1479.0,484.0,658.0,384.0,2.45,350000.0,NEAR OCEAN +-117.28,32.77,38.0,1267.0,340.0,442.0,250.0,4.3403,500000.0,NEAR OCEAN +-117.25,32.77,32.0,2021.0,524.0,973.0,485.0,3.18,362500.0,NEAR OCEAN +-117.25,32.77,35.0,2494.0,690.0,1126.0,624.0,4.0313,385300.0,NEAR OCEAN +-117.25,32.76,38.0,2331.0,493.0,836.0,433.0,4.9125,452600.0,NEAR OCEAN +-117.22,32.78,22.0,2020.0,466.0,1010.0,429.0,3.4527,175000.0,NEAR OCEAN +-117.23,32.79,23.0,2578.0,665.0,989.0,622.0,3.5484,238000.0,NEAR OCEAN +-117.23,32.79,28.0,2453.0,648.0,1082.0,617.0,3.625,266700.0,NEAR OCEAN +-117.23,32.78,35.0,1649.0,355.0,746.0,360.0,4.6293,356500.0,NEAR OCEAN +-117.24,32.78,44.0,2172.0,431.0,892.0,420.0,4.1742,342200.0,NEAR OCEAN +-117.24,32.79,17.0,1149.0,266.0,403.0,228.0,4.1652,241700.0,NEAR OCEAN +-117.24,32.79,18.0,2539.0,616.0,964.0,526.0,3.4306,275000.0,NEAR OCEAN +-117.24,32.79,20.0,961.0,278.0,525.0,254.0,3.1838,245800.0,NEAR OCEAN +-117.24,32.79,25.0,2135.0,691.0,566.0,320.0,2.6902,212500.0,NEAR OCEAN +-117.24,32.79,18.0,1741.0,602.0,508.0,283.0,3.2625,193800.0,NEAR OCEAN +-117.21,32.8,19.0,786.0,282.0,525.0,229.0,1.7273,137500.0,NEAR OCEAN +-117.22,32.8,23.0,1906.0,525.0,1029.0,491.0,2.93,183300.0,NEAR OCEAN +-117.23,32.8,22.0,2981.0,873.0,1751.0,745.0,2.3482,190600.0,NEAR OCEAN +-117.23,32.8,27.0,1297.0,355.0,776.0,337.0,2.4643,244400.0,NEAR OCEAN +-117.23,32.81,28.0,1508.0,263.0,996.0,267.0,3.8026,270000.0,NEAR OCEAN +-117.22,32.81,21.0,1703.0,335.0,902.0,369.0,3.7813,362500.0,NEAR OCEAN +-117.25,32.8,37.0,1096.0,260.0,490.0,267.0,3.2663,270600.0,NEAR OCEAN +-117.25,32.8,32.0,1601.0,468.0,731.0,429.0,2.5568,258300.0,NEAR OCEAN +-117.25,32.8,30.0,2061.0,631.0,1007.0,577.0,2.5813,253100.0,NEAR OCEAN +-117.25,32.8,31.0,2182.0,630.0,1069.0,599.0,2.9781,212500.0,NEAR OCEAN +-117.25,32.79,27.0,848.0,300.0,455.0,298.0,3.0774,275000.0,NEAR OCEAN +-117.25,32.79,25.0,1627.0,375.0,735.0,378.0,3.6429,317100.0,NEAR OCEAN +-117.28,32.8,20.0,1838.0,540.0,615.0,325.0,3.5486,193800.0,NEAR OCEAN +-117.23,32.8,21.0,2429.0,579.0,1011.0,538.0,3.225,229400.0,NEAR OCEAN +-117.23,32.8,31.0,1403.0,388.0,724.0,371.0,2.6403,216100.0,NEAR OCEAN +-117.23,32.8,28.0,3379.0,918.0,1849.0,849.0,3.0293,241700.0,NEAR OCEAN +-117.24,32.8,26.0,3433.0,873.0,1492.0,798.0,2.9258,234800.0,NEAR OCEAN +-117.24,32.8,28.0,1072.0,331.0,692.0,321.0,2.1357,187500.0,NEAR OCEAN +-117.24,32.8,18.0,2205.0,661.0,874.0,580.0,3.8018,112500.0,NEAR OCEAN +-117.24,32.8,19.0,1863.0,497.0,868.0,503.0,2.288,210000.0,NEAR OCEAN +-117.24,32.8,30.0,1917.0,462.0,828.0,437.0,2.4671,276300.0,NEAR OCEAN +-117.24,32.8,29.0,3376.0,882.0,1513.0,843.0,3.101,238200.0,NEAR OCEAN +-117.25,32.81,32.0,2402.0,551.0,1020.0,532.0,3.3942,307400.0,NEAR OCEAN +-117.25,32.8,35.0,2281.0,506.0,1005.0,496.0,4.2296,275000.0,NEAR OCEAN +-117.25,32.8,26.0,2442.0,659.0,1134.0,624.0,3.3274,295500.0,NEAR OCEAN +-117.26,32.81,25.0,2076.0,586.0,1060.0,554.0,2.8421,227800.0,NEAR OCEAN +-117.26,32.81,30.0,1328.0,346.0,577.0,328.0,2.3284,290600.0,NEAR OCEAN +-117.26,32.81,37.0,1616.0,421.0,650.0,395.0,2.92,326500.0,NEAR OCEAN +-117.29,32.81,35.0,1878.0,308.0,598.0,257.0,6.9553,500001.0,NEAR OCEAN +-117.26,32.8,30.0,1446.0,385.0,650.0,344.0,3.744,450000.0,NEAR OCEAN +-117.24,32.81,33.0,1588.0,289.0,683.0,301.0,5.4103,332400.0,NEAR OCEAN +-117.24,32.81,34.0,2420.0,391.0,917.0,392.0,6.5881,394400.0,NEAR OCEAN +-117.25,32.81,39.0,1846.0,350.0,765.0,329.0,3.9187,311900.0,NEAR OCEAN +-117.27,32.84,34.0,1655.0,450.0,870.0,411.0,3.2109,376000.0,NEAR OCEAN +-117.28,32.84,41.0,1420.0,338.0,640.0,314.0,2.9306,360300.0,NEAR OCEAN +-117.27,32.83,39.0,1877.0,426.0,805.0,409.0,3.875,410000.0,NEAR OCEAN +-117.28,32.83,34.0,2392.0,653.0,933.0,619.0,3.7306,500000.0,NEAR OCEAN +-117.31,32.83,38.0,2367.0,480.0,891.0,428.0,4.1477,500001.0,NEAR OCEAN +-117.27,32.82,35.0,2908.0,595.0,1068.0,529.0,4.1793,500001.0,NEAR OCEAN +-117.27,32.82,42.0,2820.0,488.0,1175.0,500.0,4.5083,405200.0,NEAR OCEAN +-117.31,32.82,42.0,2785.0,389.0,833.0,333.0,11.3074,500001.0,NEAR OCEAN +-117.27,32.85,34.0,2105.0,444.0,780.0,406.0,2.3187,488900.0,NEAR OCEAN +-117.28,32.84,21.0,2455.0,660.0,1015.0,597.0,3.7596,381300.0,NEAR OCEAN +-117.27,32.85,26.0,1373.0,,608.0,268.0,4.425,475000.0,NEAR OCEAN +-117.3,32.85,28.0,2334.0,694.0,770.0,552.0,3.1324,500001.0,NEAR OCEAN +-117.23,32.81,24.0,3271.0,508.0,1496.0,482.0,5.9359,422200.0,NEAR OCEAN +-117.23,32.81,22.0,3205.0,429.0,1083.0,410.0,8.1844,406300.0,NEAR OCEAN +-117.24,32.82,20.0,2467.0,332.0,731.0,335.0,7.2559,392300.0,NEAR OCEAN +-117.25,32.84,19.0,1759.0,214.0,659.0,195.0,10.7751,500001.0,NEAR OCEAN +-117.26,32.85,30.0,3652.0,499.0,978.0,462.0,8.2374,500001.0,NEAR OCEAN +-117.25,32.83,17.0,2075.0,262.0,704.0,241.0,10.9529,500001.0,NEAR OCEAN +-117.27,32.84,26.0,3940.0,657.0,1180.0,600.0,6.1025,500001.0,NEAR OCEAN +-117.23,32.88,18.0,5566.0,1465.0,6303.0,1458.0,1.858,205000.0,NEAR OCEAN +-117.22,32.85,26.0,1647.0,261.0,694.0,259.0,4.6875,274400.0,NEAR OCEAN +-117.22,32.84,19.0,2691.0,347.0,1154.0,366.0,8.051,363600.0,NEAR OCEAN +-117.23,32.85,25.0,4229.0,601.0,1634.0,574.0,6.3955,316700.0,NEAR OCEAN +-117.21,32.86,24.0,3596.0,494.0,1573.0,492.0,6.5382,326000.0,NEAR OCEAN +-117.21,32.86,26.0,1352.0,202.0,654.0,217.0,5.3693,260700.0,NEAR OCEAN +-117.21,32.85,15.0,2593.0,521.0,901.0,456.0,4.2065,277800.0,NEAR OCEAN +-117.21,32.85,26.0,2012.0,315.0,872.0,335.0,5.4067,277500.0,NEAR OCEAN +-117.24,32.83,18.0,3109.0,501.0,949.0,368.0,7.4351,445700.0,NEAR OCEAN +-117.25,32.82,19.0,5255.0,762.0,1773.0,725.0,7.8013,474000.0,NEAR OCEAN +-117.25,32.82,23.0,6139.0,826.0,2036.0,807.0,9.5245,500001.0,NEAR OCEAN +-117.26,32.83,24.0,1663.0,199.0,578.0,187.0,10.7721,500001.0,NEAR OCEAN +-117.26,32.82,34.0,5846.0,785.0,1817.0,747.0,8.496,500001.0,NEAR OCEAN +-117.27,32.83,35.0,1420.0,193.0,469.0,177.0,8.0639,500001.0,NEAR OCEAN +-117.29,32.92,25.0,2355.0,381.0,823.0,358.0,6.8322,500001.0,NEAR OCEAN +-117.25,32.86,30.0,1670.0,219.0,606.0,202.0,12.4429,500001.0,NEAR OCEAN +-117.25,32.86,25.0,2911.0,533.0,1137.0,499.0,5.1023,500001.0,NEAR OCEAN +-117.25,32.86,27.0,2530.0,469.0,594.0,326.0,7.2821,500001.0,NEAR OCEAN +-117.26,32.85,42.0,1761.0,329.0,480.0,255.0,5.3787,500001.0,NEAR OCEAN +-117.24,32.85,18.0,3117.0,475.0,904.0,368.0,6.7587,388500.0,NEAR OCEAN +-117.24,32.85,22.0,3479.0,448.0,1252.0,440.0,10.0707,500001.0,NEAR OCEAN +-117.19,32.86,18.0,4231.0,728.0,2030.0,720.0,6.1805,272400.0,NEAR OCEAN +-117.19,32.86,19.0,3716.0,563.0,1788.0,587.0,5.2113,267400.0,NEAR OCEAN +-117.2,32.85,22.0,3501.0,631.0,1297.0,581.0,4.7891,295300.0,NEAR OCEAN +-117.2,32.85,26.0,2298.0,549.0,980.0,555.0,2.4207,213500.0,NEAR OCEAN +-117.19,32.85,15.0,2895.0,498.0,1164.0,443.0,5.102,417500.0,NEAR OCEAN +-117.23,32.87,15.0,2290.0,662.0,1034.0,594.0,3.0104,204200.0,NEAR OCEAN +-117.23,32.86,16.0,1675.0,354.0,604.0,332.0,5.2326,188300.0,NEAR OCEAN +-117.23,32.86,15.0,1199.0,301.0,510.0,296.0,3.6083,180100.0,NEAR OCEAN +-117.23,32.86,15.0,1703.0,320.0,587.0,282.0,5.0855,209800.0,NEAR OCEAN +-117.23,32.86,16.0,1200.0,468.0,648.0,443.0,3.045,100000.0,NEAR OCEAN +-117.23,32.87,11.0,3123.0,740.0,1223.0,634.0,5.417,196800.0,NEAR OCEAN +-117.21,32.86,16.0,2800.0,566.0,1267.0,518.0,3.2794,148600.0,NEAR OCEAN +-117.22,32.87,14.0,3512.0,807.0,1835.0,792.0,3.35,171000.0,NEAR OCEAN +-117.22,32.86,4.0,16289.0,4585.0,7604.0,4176.0,3.6287,280800.0,NEAR OCEAN +-117.22,32.87,5.0,3511.0,1008.0,1599.0,918.0,3.8542,176600.0,NEAR OCEAN +-117.21,32.89,14.0,3114.0,773.0,1592.0,776.0,3.3176,156100.0,NEAR OCEAN +-117.2,32.86,4.0,4308.0,1095.0,1923.0,932.0,3.9356,267000.0,NEAR OCEAN +-117.21,32.87,12.0,1428.0,303.0,528.0,269.0,4.1429,254400.0,NEAR OCEAN +-117.15,32.91,15.0,1613.0,303.0,702.0,240.0,4.875,169300.0,<1H OCEAN +-117.15,32.91,14.0,1259.0,238.0,889.0,247.0,4.9464,174800.0,<1H OCEAN +-117.16,32.91,5.0,1619.0,272.0,1063.0,296.0,6.0891,214600.0,<1H OCEAN +-117.15,32.91,10.0,2349.0,431.0,1598.0,435.0,4.8229,183200.0,<1H OCEAN +-117.15,32.9,12.0,1681.0,381.0,1050.0,362.0,4.2008,176100.0,<1H OCEAN +-117.16,32.89,5.0,8576.0,1952.0,5006.0,1827.0,4.3598,189100.0,<1H OCEAN +-117.12,32.91,8.0,3405.0,961.0,1742.0,918.0,2.8728,114600.0,<1H OCEAN +-117.13,32.91,15.0,1450.0,266.0,747.0,290.0,3.6111,196300.0,<1H OCEAN +-117.13,32.91,16.0,3230.0,579.0,1825.0,576.0,4.2969,151200.0,<1H OCEAN +-117.13,32.91,16.0,2715.0,581.0,1619.0,584.0,4.0,154700.0,<1H OCEAN +-117.14,32.91,14.0,3014.0,710.0,2165.0,705.0,3.7837,160300.0,<1H OCEAN +-117.14,32.9,16.0,3217.0,,2054.0,687.0,4.2234,162100.0,<1H OCEAN +-117.13,32.9,15.0,2785.0,644.0,1798.0,630.0,3.7156,175200.0,<1H OCEAN +-117.12,32.9,14.0,3249.0,937.0,1929.0,838.0,2.8588,92500.0,<1H OCEAN +-117.12,32.9,13.0,1743.0,363.0,854.0,353.0,4.6667,138200.0,<1H OCEAN +-117.13,32.92,16.0,2173.0,399.0,1460.0,393.0,4.2614,169600.0,<1H OCEAN +-117.13,32.92,17.0,1481.0,315.0,1002.0,300.0,3.6196,163400.0,<1H OCEAN +-117.14,32.92,7.0,1308.0,418.0,766.0,390.0,3.2151,106300.0,<1H OCEAN +-117.14,32.92,6.0,3069.0,750.0,1541.0,736.0,3.814,132500.0,<1H OCEAN +-117.14,32.92,15.0,3242.0,595.0,1936.0,593.0,4.9706,184700.0,<1H OCEAN +-117.13,32.92,16.0,1580.0,241.0,917.0,261.0,4.7266,191100.0,<1H OCEAN +-117.13,32.92,16.0,1565.0,257.0,893.0,239.0,5.5036,192300.0,<1H OCEAN +-117.13,32.94,15.0,4846.0,825.0,2797.0,823.0,4.9375,180400.0,<1H OCEAN +-117.13,32.93,16.0,2918.0,444.0,1697.0,444.0,5.3062,195500.0,<1H OCEAN +-117.14,32.93,14.0,1946.0,463.0,1205.0,390.0,4.2109,171200.0,<1H OCEAN +-117.14,32.93,12.0,1474.0,364.0,1009.0,372.0,4.0521,166700.0,<1H OCEAN +-117.14,32.93,16.0,2412.0,419.0,1612.0,422.0,4.5086,171100.0,<1H OCEAN +-117.12,32.93,7.0,1427.0,243.0,927.0,239.0,5.3625,218900.0,<1H OCEAN +-117.15,32.93,16.0,2718.0,438.0,1515.0,431.0,5.1433,185300.0,<1H OCEAN +-117.14,32.92,15.0,1558.0,314.0,949.0,332.0,5.2864,174400.0,<1H OCEAN +-117.15,32.92,16.0,1972.0,402.0,1377.0,413.0,4.4615,168300.0,<1H OCEAN +-117.15,32.92,16.0,2366.0,392.0,1482.0,407.0,4.9024,182900.0,<1H OCEAN +-117.15,32.92,16.0,2969.0,514.0,1594.0,465.0,4.5221,168300.0,<1H OCEAN +-117.18,32.92,4.0,15025.0,2616.0,7560.0,2392.0,5.196,210700.0,<1H OCEAN +-117.25,32.96,18.0,4773.0,743.0,1970.0,716.0,6.6199,406200.0,NEAR OCEAN +-117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,500001.0,NEAR OCEAN +-117.26,32.95,15.0,1882.0,233.0,704.0,219.0,6.9794,500001.0,NEAR OCEAN +-117.25,32.94,16.0,4755.0,807.0,1829.0,756.0,6.7694,425900.0,NEAR OCEAN +-117.25,32.94,15.0,1804.0,339.0,673.0,296.0,5.9806,370500.0,NEAR OCEAN +-117.24,32.95,18.0,1591.0,268.0,547.0,243.0,5.9547,329300.0,NEAR OCEAN +-117.24,32.94,12.0,2165.0,437.0,792.0,386.0,5.2648,294400.0,NEAR OCEAN +-117.13,32.98,5.0,2276.0,311.0,1158.0,317.0,6.4321,271900.0,<1H OCEAN +-117.13,32.97,10.0,3486.0,469.0,1700.0,483.0,6.4696,249500.0,<1H OCEAN +-117.18,32.95,4.0,19001.0,2688.0,8980.0,2441.0,6.3237,260900.0,<1H OCEAN +-117.14,32.96,12.0,5949.0,799.0,2936.0,781.0,6.3721,241500.0,<1H OCEAN +-117.13,32.96,15.0,2267.0,292.0,1180.0,289.0,6.712,240200.0,<1H OCEAN +-117.24,32.98,4.0,6423.0,1042.0,2607.0,983.0,7.6348,337000.0,NEAR OCEAN +-117.21,32.96,3.0,6251.0,988.0,2330.0,893.0,8.4355,467600.0,NEAR OCEAN +-117.22,32.95,4.0,18123.0,3173.0,7301.0,2964.0,6.357,322500.0,NEAR OCEAN +-117.22,32.83,34.0,2936.0,597.0,1512.0,571.0,3.7841,176900.0,NEAR OCEAN +-117.22,32.83,31.0,3958.0,727.0,1924.0,728.0,5.4605,190200.0,NEAR OCEAN +-117.22,32.83,17.0,1124.0,187.0,553.0,205.0,5.7451,237300.0,NEAR OCEAN +-117.22,32.83,31.0,2558.0,512.0,1164.0,492.0,3.4318,200400.0,NEAR OCEAN +-117.22,32.82,35.0,756.0,135.0,423.0,136.0,3.5234,183900.0,NEAR OCEAN +-117.2,32.84,34.0,3353.0,544.0,1583.0,571.0,4.55,187700.0,NEAR OCEAN +-117.2,32.84,32.0,2033.0,394.0,989.0,389.0,3.2583,181400.0,NEAR OCEAN +-117.21,32.84,34.0,2158.0,366.0,1046.0,335.0,4.5402,182100.0,NEAR OCEAN +-117.2,32.83,36.0,1089.0,240.0,623.0,226.0,2.5909,176000.0,NEAR OCEAN +-117.21,32.83,36.0,1475.0,328.0,806.0,327.0,3.5078,166000.0,NEAR OCEAN +-117.21,32.83,28.0,3241.0,533.0,1334.0,513.0,4.1806,199600.0,NEAR OCEAN +-117.21,32.83,35.0,2259.0,501.0,1340.0,511.0,3.4482,162500.0,NEAR OCEAN +-117.21,32.81,33.0,4773.0,873.0,1954.0,845.0,4.3862,184800.0,NEAR OCEAN +-117.21,32.82,31.0,2035.0,383.0,866.0,360.0,3.8529,212000.0,NEAR OCEAN +-117.21,32.81,27.0,1318.0,216.0,495.0,191.0,5.2837,283800.0,NEAR OCEAN +-117.22,32.82,22.0,3738.0,795.0,1476.0,728.0,3.7963,303100.0,NEAR OCEAN +-117.22,32.81,24.0,730.0,196.0,335.0,203.0,3.5078,362500.0,NEAR OCEAN +-117.2,32.83,35.0,1377.0,350.0,792.0,313.0,2.8472,161400.0,NEAR OCEAN +-117.2,32.82,35.0,1217.0,220.0,643.0,237.0,3.9464,171600.0,NEAR OCEAN +-117.2,32.82,35.0,2772.0,537.0,1392.0,521.0,3.337,172300.0,NEAR OCEAN +-117.19,32.82,34.0,3850.0,608.0,1619.0,602.0,5.0465,208200.0,NEAR OCEAN +-117.19,32.82,35.0,1074.0,180.0,442.0,173.0,5.253,204000.0,NEAR OCEAN +-117.19,32.82,35.0,2197.0,353.0,945.0,357.0,4.9219,192900.0,NEAR OCEAN +-117.18,32.84,31.0,3064.0,575.0,1476.0,549.0,3.6667,175900.0,NEAR OCEAN +-117.18,32.84,30.0,2290.0,523.0,1272.0,472.0,3.5606,165100.0,NEAR OCEAN +-117.18,32.84,32.0,1351.0,237.0,823.0,269.0,4.2768,167800.0,NEAR OCEAN +-117.19,32.84,30.0,2492.0,406.0,1250.0,431.0,5.5277,197100.0,NEAR OCEAN +-117.19,32.84,35.0,2263.0,427.0,1001.0,408.0,3.875,172000.0,NEAR OCEAN +-117.18,32.83,23.0,2105.0,525.0,1218.0,484.0,3.375,184100.0,NEAR OCEAN +-117.19,32.83,30.0,2288.0,448.0,1240.0,469.0,4.0114,169800.0,NEAR OCEAN +-117.19,32.83,30.0,3225.0,555.0,1601.0,532.0,4.3317,173300.0,NEAR OCEAN +-117.17,32.83,24.0,3541.0,530.0,1591.0,530.0,5.3538,212500.0,NEAR OCEAN +-117.17,32.82,24.0,1623.0,417.0,911.0,397.0,2.7401,198100.0,NEAR OCEAN +-117.17,32.82,21.0,2869.0,596.0,1471.0,577.0,3.0375,197600.0,NEAR OCEAN +-117.18,32.83,27.0,2346.0,399.0,1105.0,373.0,4.2708,182800.0,NEAR OCEAN +-117.18,32.83,31.0,1772.0,353.0,1090.0,350.0,3.9265,162000.0,NEAR OCEAN +-117.16,32.82,28.0,2291.0,371.0,1098.0,382.0,4.6875,188000.0,NEAR OCEAN +-117.17,32.81,26.0,2424.0,388.0,974.0,375.0,4.739,184100.0,NEAR OCEAN +-117.17,32.81,26.0,788.0,127.0,346.0,125.0,5.0603,185700.0,NEAR OCEAN +-117.18,32.81,19.0,6823.0,1509.0,3784.0,1509.0,3.1032,179500.0,NEAR OCEAN +-117.17,32.82,24.0,1569.0,377.0,715.0,321.0,3.1146,187500.0,NEAR OCEAN +-117.16,32.81,14.0,4328.0,1100.0,2046.0,1044.0,2.2899,159000.0,NEAR OCEAN +-117.16,32.81,35.0,1213.0,200.0,532.0,181.0,3.6806,172400.0,NEAR OCEAN +-117.16,32.8,37.0,422.0,79.0,211.0,80.0,3.0625,159700.0,NEAR OCEAN +-117.16,32.8,22.0,2259.0,634.0,1213.0,601.0,2.5,177800.0,NEAR OCEAN +-117.16,32.81,34.0,2275.0,375.0,1021.0,379.0,3.6371,176300.0,NEAR OCEAN +-117.17,32.81,33.0,3064.0,506.0,1355.0,488.0,4.22,178700.0,NEAR OCEAN +-117.14,32.83,25.0,2161.0,462.0,896.0,468.0,2.2284,177500.0,NEAR OCEAN +-117.18,32.82,25.0,1756.0,301.0,722.0,312.0,4.5625,162300.0,NEAR OCEAN +-117.18,32.81,28.0,3436.0,537.0,1503.0,498.0,4.7679,204000.0,NEAR OCEAN +-117.19,32.81,33.0,5226.0,833.0,2221.0,839.0,5.1491,207000.0,NEAR OCEAN +-117.18,32.8,10.0,3821.0,631.0,1605.0,609.0,5.5454,217100.0,NEAR OCEAN +-117.18,32.8,30.0,2456.0,390.0,1022.0,393.0,3.8542,198500.0,NEAR OCEAN +-117.18,32.79,30.0,5201.0,1104.0,2961.0,1064.0,3.2661,140400.0,NEAR OCEAN +-117.17,32.79,44.0,2262.0,647.0,3009.0,657.0,2.2663,123600.0,NEAR OCEAN +-117.17,32.79,43.0,1269.0,297.0,946.0,285.0,2.1447,133300.0,NEAR OCEAN +-117.16,32.8,25.0,1399.0,329.0,1308.0,355.0,2.5682,187500.0,NEAR OCEAN +-117.17,32.8,20.0,2827.0,554.0,1822.0,536.0,3.4706,157600.0,NEAR OCEAN +-117.15,32.8,27.0,1937.0,537.0,1211.0,482.0,2.75,87500.0,NEAR OCEAN +-117.15,32.8,23.0,2395.0,476.0,2284.0,488.0,3.7292,146300.0,NEAR OCEAN +-117.16,32.78,24.0,3566.0,765.0,1697.0,722.0,3.6375,178600.0,NEAR OCEAN +-117.16,32.79,32.0,1731.0,413.0,1569.0,427.0,3.3375,154300.0,NEAR OCEAN +-117.17,32.78,17.0,3845.0,1051.0,3102.0,944.0,2.3658,164100.0,NEAR OCEAN +-117.16,32.78,34.0,2515.0,488.0,1594.0,515.0,3.7381,165000.0,NEAR OCEAN +-117.17,32.78,42.0,1104.0,305.0,892.0,270.0,2.2768,145200.0,NEAR OCEAN +-117.17,32.77,35.0,1399.0,274.0,695.0,281.0,3.767,166800.0,NEAR OCEAN +-117.17,32.77,6.0,3856.0,875.0,1547.0,816.0,4.5481,164800.0,NEAR OCEAN +-117.18,32.77,16.0,2374.0,780.0,913.0,705.0,2.7386,87500.0,NEAR OCEAN +-117.18,32.76,8.0,3694.0,997.0,1297.0,807.0,3.6492,158900.0,NEAR OCEAN +-117.18,32.76,17.0,711.0,254.0,327.0,227.0,2.6493,67500.0,NEAR OCEAN +-117.18,32.78,21.0,4185.0,1018.0,3122.0,993.0,3.0481,210000.0,NEAR OCEAN +-117.18,32.77,23.0,1215.0,225.0,592.0,224.0,3.4,200600.0,NEAR OCEAN +-117.21,32.81,26.0,2496.0,407.0,1062.0,380.0,5.5413,302100.0,NEAR OCEAN +-117.2,32.8,34.0,4854.0,912.0,2089.0,854.0,3.8542,200000.0,NEAR OCEAN +-117.2,32.79,16.0,2079.0,394.0,746.0,383.0,5.0958,300000.0,NEAR OCEAN +-117.2,32.8,33.0,2573.0,436.0,1084.0,443.0,4.2417,294100.0,NEAR OCEAN +-117.21,32.8,34.0,1398.0,222.0,532.0,244.0,3.7102,289600.0,NEAR OCEAN +-117.19,32.8,16.0,2593.0,794.0,1235.0,684.0,3.1304,166300.0,NEAR OCEAN +-117.2,32.8,36.0,4018.0,1067.0,1620.0,842.0,2.3599,168400.0,NEAR OCEAN +-117.19,32.79,36.0,1514.0,258.0,665.0,278.0,3.8571,235100.0,NEAR OCEAN +-117.19,32.79,35.0,1788.0,378.0,777.0,374.0,3.3713,238400.0,NEAR OCEAN +-117.2,32.79,31.0,3417.0,533.0,1245.0,532.0,4.7788,276000.0,NEAR OCEAN +-117.2,32.79,29.0,1213.0,,654.0,246.0,4.5987,255600.0,NEAR OCEAN +-117.2,32.79,34.0,757.0,212.0,409.0,222.0,3.2312,192200.0,NEAR OCEAN +-117.19,32.78,34.0,4108.0,664.0,1659.0,644.0,4.4097,252000.0,NEAR OCEAN +-117.2,32.78,38.0,2662.0,498.0,1132.0,496.0,4.0057,241600.0,NEAR OCEAN +-117.19,32.77,30.0,2747.0,640.0,3185.0,657.0,3.765,238000.0,NEAR OCEAN +-117.19,32.77,16.0,3273.0,670.0,1305.0,671.0,4.1368,151000.0,NEAR OCEAN +-117.19,32.77,9.0,634.0,152.0,248.0,133.0,3.8571,143800.0,NEAR OCEAN +-117.19,32.77,14.0,3575.0,992.0,1645.0,839.0,2.4397,140600.0,NEAR OCEAN +-117.2,32.77,30.0,156.0,45.0,77.0,40.0,3.2679,137500.0,NEAR OCEAN +-117.2,32.77,31.0,1952.0,471.0,936.0,462.0,2.8621,196900.0,NEAR OCEAN +-117.15,32.81,34.0,1629.0,318.0,900.0,282.0,3.1458,178300.0,NEAR OCEAN +-117.15,32.8,41.0,1413.0,261.0,1070.0,259.0,2.3578,166700.0,NEAR OCEAN +-117.14,32.8,41.0,2423.0,469.0,1813.0,466.0,2.1157,156900.0,NEAR OCEAN +-117.14,32.8,33.0,2670.0,435.0,1256.0,431.0,3.9417,179800.0,NEAR OCEAN +-117.14,32.8,35.0,1267.0,212.0,710.0,204.0,2.5368,169600.0,NEAR OCEAN +-117.14,32.79,35.0,3578.0,582.0,1568.0,553.0,4.7813,188600.0,NEAR OCEAN +-117.15,32.78,25.0,1577.0,266.0,611.0,284.0,5.25,205100.0,NEAR OCEAN +-117.14,32.79,31.0,984.0,161.0,422.0,158.0,5.282,183000.0,NEAR OCEAN +-117.13,32.81,19.0,2157.0,554.0,1349.0,535.0,2.7652,177400.0,NEAR OCEAN +-117.14,32.81,34.0,1748.0,294.0,800.0,294.0,4.4886,179100.0,NEAR OCEAN +-117.13,32.8,15.0,1606.0,375.0,784.0,342.0,3.7237,108300.0,NEAR OCEAN +-117.13,32.8,33.0,2731.0,456.0,1263.0,445.0,4.5568,175300.0,NEAR OCEAN +-117.12,32.8,29.0,2863.0,534.0,1392.0,522.0,3.8719,174200.0,NEAR OCEAN +-117.13,32.81,26.0,2119.0,444.0,1202.0,440.0,3.2308,166500.0,NEAR OCEAN +-117.12,32.8,31.0,1727.0,342.0,879.0,345.0,3.8125,166300.0,NEAR OCEAN +-117.13,32.8,35.0,2129.0,382.0,1044.0,350.0,3.9732,174900.0,NEAR OCEAN +-117.13,32.79,35.0,1458.0,262.0,723.0,257.0,4.2098,174100.0,NEAR OCEAN +-117.13,32.79,35.0,1362.0,243.0,698.0,255.0,3.6458,173800.0,NEAR OCEAN +-117.12,32.78,4.0,2782.0,817.0,1309.0,787.0,4.2621,124200.0,NEAR OCEAN +-117.15,32.77,16.0,2056.0,631.0,847.0,569.0,2.9576,92200.0,NEAR OCEAN +-117.09,32.81,7.0,6100.0,1185.0,2710.0,1040.0,5.5673,288200.0,NEAR OCEAN +-117.11,32.82,16.0,3980.0,682.0,3174.0,647.0,2.6607,175000.0,NEAR OCEAN +-117.11,32.82,17.0,1787.0,330.0,1341.0,314.0,2.875,112500.0,NEAR OCEAN +-117.11,32.81,15.0,3428.0,491.0,2303.0,486.0,2.5953,67500.0,NEAR OCEAN +-117.11,32.8,17.0,3890.0,586.0,2791.0,595.0,3.2197,67500.0,NEAR OCEAN +-117.09,32.8,15.0,666.0,152.0,247.0,164.0,2.15,131300.0,NEAR OCEAN +-117.11,32.84,16.0,4608.0,629.0,2020.0,636.0,6.04,243000.0,<1H OCEAN +-117.11,32.82,16.0,4241.0,892.0,1771.0,864.0,4.375,166500.0,NEAR OCEAN +-117.1,32.83,16.0,1049.0,154.0,467.0,160.0,6.2047,248100.0,<1H OCEAN +-117.1,32.83,16.0,4214.0,744.0,1820.0,699.0,4.3783,179500.0,<1H OCEAN +-117.09,32.83,15.0,4138.0,636.0,2001.0,677.0,4.8419,264000.0,<1H OCEAN +-117.08,32.82,16.0,1787.0,236.0,770.0,228.0,7.1298,278600.0,<1H OCEAN +-117.08,32.82,10.0,5177.0,856.0,2190.0,816.0,5.9734,271700.0,<1H OCEAN +-117.08,32.83,7.0,13703.0,2352.0,4446.0,1856.0,6.4335,260600.0,<1H OCEAN +-117.04,32.83,8.0,2205.0,348.0,777.0,341.0,6.0266,177400.0,<1H OCEAN +-117.07,32.91,5.0,2234.0,256.0,894.0,253.0,10.3354,477600.0,<1H OCEAN +-117.04,32.9,6.0,6525.0,826.0,3146.0,806.0,9.2858,436100.0,<1H OCEAN +-117.08,32.8,25.0,2963.0,552.0,1162.0,556.0,3.625,184500.0,NEAR OCEAN +-117.09,32.79,20.0,2183.0,534.0,999.0,496.0,2.8631,169700.0,NEAR OCEAN +-117.09,32.8,36.0,2163.0,367.0,915.0,360.0,4.7188,174100.0,NEAR OCEAN +-117.08,32.8,32.0,1587.0,268.0,635.0,249.0,3.375,178100.0,NEAR OCEAN +-117.11,32.79,16.0,2574.0,771.0,1129.0,721.0,3.3849,96900.0,NEAR OCEAN +-117.11,32.79,16.0,1791.0,518.0,1006.0,491.0,3.5179,129300.0,NEAR OCEAN +-117.11,32.78,16.0,2470.0,830.0,1170.0,724.0,3.5562,73500.0,NEAR OCEAN +-117.11,32.78,16.0,2220.0,512.0,930.0,527.0,3.6528,133200.0,NEAR OCEAN +-117.09,32.79,36.0,1529.0,266.0,683.0,260.0,4.0982,171200.0,NEAR OCEAN +-117.09,32.79,36.0,1936.0,345.0,861.0,343.0,3.8333,170000.0,NEAR OCEAN +-117.09,32.79,31.0,2019.0,417.0,872.0,386.0,3.1964,177700.0,NEAR OCEAN +-117.09,32.78,28.0,1708.0,393.0,816.0,393.0,2.9881,165300.0,NEAR OCEAN +-117.07,32.8,31.0,2550.0,395.0,1017.0,405.0,5.1488,181000.0,<1H OCEAN +-117.07,32.8,36.0,2028.0,349.0,820.0,352.0,3.9828,168900.0,<1H OCEAN +-117.07,32.79,36.0,3583.0,642.0,1711.0,602.0,3.9745,170800.0,NEAR OCEAN +-117.07,32.8,23.0,2698.0,410.0,1094.0,411.0,5.1782,195100.0,<1H OCEAN +-117.07,32.81,15.0,2000.0,402.0,778.0,369.0,4.3594,224200.0,<1H OCEAN +-117.06,32.81,17.0,3939.0,550.0,1694.0,553.0,6.7927,234700.0,<1H OCEAN +-117.05,32.81,17.0,1885.0,292.0,771.0,301.0,5.6402,228600.0,<1H OCEAN +-117.05,32.8,17.0,1475.0,308.0,549.0,293.0,3.7167,180400.0,<1H OCEAN +-117.06,32.8,17.0,2247.0,340.0,973.0,318.0,5.5,222000.0,<1H OCEAN +-117.07,32.79,25.0,2489.0,314.0,911.0,309.0,7.8336,277600.0,NEAR OCEAN +-117.07,32.78,26.0,3725.0,623.0,1516.0,627.0,4.7143,268300.0,NEAR OCEAN +-117.08,32.78,21.0,2919.0,496.0,984.0,443.0,4.625,222800.0,NEAR OCEAN +-117.04,32.79,23.0,2491.0,350.0,863.0,348.0,6.7196,306800.0,<1H OCEAN +-117.04,32.8,25.0,2504.0,345.0,1067.0,350.0,5.7416,243400.0,<1H OCEAN +-117.05,32.8,16.0,1561.0,378.0,574.0,350.0,3.0035,94600.0,<1H OCEAN +-117.05,32.8,25.0,1905.0,250.0,865.0,253.0,6.4797,249000.0,<1H OCEAN +-117.05,32.8,23.0,3309.0,401.0,1116.0,386.0,7.916,330600.0,<1H OCEAN +-117.06,32.79,17.0,2524.0,332.0,771.0,317.0,8.7604,331800.0,<1H OCEAN +-117.06,32.79,21.0,3787.0,492.0,1246.0,457.0,9.6023,391300.0,<1H OCEAN +-117.06,32.78,31.0,2485.0,436.0,942.0,448.0,4.8,220800.0,NEAR OCEAN +-117.02,32.8,27.0,2369.0,370.0,927.0,374.0,4.1162,177200.0,<1H OCEAN +-117.03,32.79,26.0,3859.0,513.0,1469.0,538.0,5.8683,220500.0,<1H OCEAN +-117.03,32.8,19.0,3866.0,775.0,1554.0,703.0,4.3281,220000.0,<1H OCEAN +-117.04,32.8,11.0,1802.0,440.0,630.0,428.0,2.0337,146700.0,<1H OCEAN +-117.01,32.8,17.0,1042.0,210.0,650.0,215.0,3.1,84200.0,<1H OCEAN +-117.01,32.8,17.0,1558.0,479.0,803.0,431.0,2.6934,160200.0,<1H OCEAN +-117.01,32.8,20.0,2705.0,545.0,1198.0,497.0,3.7159,168900.0,<1H OCEAN +-117.01,32.79,33.0,4015.0,663.0,1864.0,664.0,4.3152,159300.0,<1H OCEAN +-117.02,32.8,29.0,1232.0,243.0,665.0,247.0,3.65,168900.0,<1H OCEAN +-117.02,32.8,31.0,2692.0,445.0,1129.0,450.0,4.4583,170000.0,<1H OCEAN +-117.01,32.81,26.0,4499.0,645.0,1866.0,626.0,5.516,185100.0,<1H OCEAN +-117.02,32.81,27.0,1950.0,317.0,950.0,320.0,4.0656,164000.0,<1H OCEAN +-117.02,32.81,26.0,1998.0,301.0,874.0,305.0,5.4544,180900.0,<1H OCEAN +-117.01,32.81,21.0,4203.0,618.0,1620.0,600.0,5.3441,193500.0,<1H OCEAN +-117.02,32.81,14.0,3173.0,599.0,1451.0,585.0,3.7292,182200.0,<1H OCEAN +-117.03,32.82,16.0,1765.0,289.0,743.0,280.0,4.9744,209700.0,<1H OCEAN +-117.04,32.81,12.0,2880.0,406.0,1381.0,418.0,6.5412,254200.0,<1H OCEAN +-117.05,32.82,16.0,4046.0,731.0,1684.0,701.0,4.2312,197000.0,<1H OCEAN +-117.05,32.59,26.0,1919.0,345.0,1326.0,341.0,4.2679,131900.0,NEAR OCEAN +-117.06,32.59,13.0,3920.0,775.0,2814.0,760.0,4.0616,148800.0,NEAR OCEAN +-117.05,32.58,22.0,2101.0,399.0,1551.0,371.0,4.1518,136900.0,NEAR OCEAN +-117.06,32.58,17.0,2724.0,567.0,2213.0,554.0,3.8529,147700.0,NEAR OCEAN +-117.06,32.58,13.0,3435.0,708.0,1761.0,699.0,3.4792,107600.0,NEAR OCEAN +-117.06,32.58,11.0,2879.0,679.0,2098.0,673.0,3.5125,142400.0,NEAR OCEAN +-117.06,32.57,16.0,1269.0,282.0,1609.0,298.0,2.6985,156500.0,NEAR OCEAN +-117.04,32.58,14.0,2355.0,406.0,1883.0,401.0,5.0311,152100.0,NEAR OCEAN +-117.04,32.58,20.0,2029.0,357.0,1497.0,353.0,4.0089,132100.0,NEAR OCEAN +-117.05,32.58,23.0,1918.0,339.0,1392.0,340.0,4.087,134800.0,NEAR OCEAN +-117.05,32.58,25.0,2185.0,370.0,1558.0,369.0,5.3072,132700.0,NEAR OCEAN +-117.05,32.57,22.0,2857.0,516.0,2412.0,496.0,4.7337,127600.0,NEAR OCEAN +-117.06,32.57,25.0,1268.0,282.0,991.0,299.0,3.0284,123600.0,NEAR OCEAN +-117.06,32.57,17.0,2252.0,378.0,1776.0,365.0,4.6364,141100.0,NEAR OCEAN +-117.05,32.57,13.0,2880.0,576.0,2450.0,567.0,3.1696,138000.0,NEAR OCEAN +-117.05,32.56,18.0,1215.0,320.0,1195.0,349.0,1.9875,114900.0,NEAR OCEAN +-117.05,32.56,17.0,985.0,233.0,811.0,223.0,2.875,134500.0,NEAR OCEAN +-117.06,32.57,18.0,1384.0,311.0,1429.0,287.0,1.3362,95000.0,NEAR OCEAN +-116.97,32.56,23.0,1262.0,294.0,5176.0,275.0,2.5625,153300.0,NEAR OCEAN +-117.04,32.55,15.0,2206.0,648.0,2511.0,648.0,1.6348,93200.0,NEAR OCEAN +-117.05,32.56,22.0,2172.0,563.0,2049.0,524.0,2.0159,139300.0,NEAR OCEAN +-117.06,32.56,17.0,2803.0,683.0,2768.0,676.0,1.7958,140400.0,NEAR OCEAN +-117.06,32.56,5.0,2706.0,925.0,3148.0,855.0,1.7301,125000.0,NEAR OCEAN +-117.06,32.55,5.0,3223.0,940.0,3284.0,854.0,1.4384,108800.0,NEAR OCEAN +-117.04,32.54,7.0,938.0,297.0,1187.0,282.0,1.2667,67500.0,NEAR OCEAN +-117.1,32.59,21.0,2350.0,667.0,1621.0,613.0,2.0734,87500.0,NEAR OCEAN +-117.1,32.58,23.0,1662.0,377.0,1318.0,386.0,2.3,120800.0,NEAR OCEAN +-117.1,32.58,17.0,2046.0,559.0,1585.0,530.0,2.25,132800.0,NEAR OCEAN +-117.1,32.58,33.0,393.0,76.0,330.0,80.0,4.1029,122700.0,NEAR OCEAN +-117.1,32.58,29.0,1061.0,202.0,759.0,206.0,4.8646,136800.0,NEAR OCEAN +-117.1,32.57,26.0,2343.0,371.0,1221.0,372.0,4.3601,144900.0,NEAR OCEAN +-117.1,32.56,16.0,2687.0,501.0,1502.0,480.0,3.75,146800.0,NEAR OCEAN +-117.07,32.57,17.0,2961.0,634.0,1911.0,615.0,2.5859,131400.0,NEAR OCEAN +-117.08,32.57,18.0,2203.0,544.0,1943.0,497.0,2.25,103200.0,NEAR OCEAN +-117.07,32.57,14.0,1527.0,357.0,1224.0,363.0,2.7361,93600.0,NEAR OCEAN +-117.07,32.56,9.0,3648.0,895.0,3293.0,840.0,3.0992,142600.0,NEAR OCEAN +-117.08,32.59,8.0,2888.0,662.0,2441.0,683.0,2.7048,153000.0,NEAR OCEAN +-117.08,32.58,15.0,1462.0,274.0,1002.0,271.0,3.9698,142700.0,NEAR OCEAN +-117.08,32.58,22.0,2128.0,477.0,1420.0,450.0,3.2687,131000.0,NEAR OCEAN +-117.07,32.58,25.0,1607.0,280.0,899.0,260.0,3.8194,134400.0,NEAR OCEAN +-117.09,32.58,12.0,2565.0,567.0,1785.0,545.0,3.0273,135300.0,NEAR OCEAN +-117.08,32.57,9.0,6298.0,1512.0,4451.0,1456.0,2.569,88300.0,NEAR OCEAN +-117.09,32.57,23.0,1817.0,323.0,1371.0,327.0,3.6736,139500.0,NEAR OCEAN +-117.09,32.57,10.0,2198.0,368.0,1645.0,350.0,4.5547,160700.0,NEAR OCEAN +-117.09,32.57,17.0,444.0,83.0,357.0,87.0,5.1478,138900.0,NEAR OCEAN +-117.09,32.56,8.0,864.0,156.0,626.0,172.0,4.8984,151500.0,NEAR OCEAN +-117.09,32.55,8.0,6533.0,1217.0,4797.0,1177.0,3.9583,144400.0,NEAR OCEAN +-117.12,32.58,34.0,2003.0,466.0,1226.0,443.0,3.0613,136700.0,NEAR OCEAN +-117.12,32.57,21.0,1738.0,295.0,983.0,298.0,4.8274,174100.0,NEAR OCEAN +-117.13,32.58,27.0,2511.0,615.0,1427.0,576.0,3.1645,156000.0,NEAR OCEAN +-117.13,32.58,32.0,1870.0,437.0,1142.0,426.0,2.3194,159400.0,NEAR OCEAN +-117.13,32.58,27.0,1417.0,373.0,814.0,348.0,2.3603,195300.0,NEAR OCEAN +-117.12,32.56,20.0,2524.0,682.0,1819.0,560.0,2.9286,257700.0,NEAR OCEAN +-117.11,32.58,28.0,1869.0,407.0,1074.0,344.0,2.5988,135600.0,NEAR OCEAN +-117.11,32.57,32.0,2723.0,586.0,1702.0,562.0,3.3371,140500.0,NEAR OCEAN +-117.12,32.57,35.0,1450.0,256.0,930.0,286.0,2.6715,133300.0,NEAR OCEAN +-117.12,32.58,26.0,1360.0,309.0,869.0,328.0,3.0217,131600.0,NEAR OCEAN +-117.11,32.58,21.0,2894.0,685.0,2109.0,712.0,2.2755,125000.0,NEAR OCEAN +-117.1,32.58,27.0,2616.0,591.0,1889.0,577.0,2.3824,127600.0,NEAR OCEAN +-117.1,32.57,14.0,5058.0,1299.0,3662.0,1193.0,2.3253,133700.0,NEAR OCEAN +-117.11,32.59,17.0,2020.0,534.0,1529.0,500.0,2.1773,143200.0,NEAR OCEAN +-117.11,32.58,12.0,1086.0,294.0,870.0,290.0,2.4213,132500.0,NEAR OCEAN +-117.11,32.59,18.0,2329.0,580.0,1538.0,567.0,2.1179,153100.0,NEAR OCEAN +-117.12,32.59,28.0,2793.0,706.0,1825.0,676.0,2.6724,144500.0,NEAR OCEAN +-117.16,32.58,36.0,1940.0,399.0,1076.0,382.0,3.3906,147800.0,NEAR OCEAN +-117.13,32.63,10.0,7374.0,1157.0,1900.0,794.0,8.7991,478500.0,NEAR OCEAN +-117.17,32.63,26.0,1617.0,279.0,2745.0,250.0,3.5357,67500.0,NEAR OCEAN +-117.17,32.68,16.0,5895.0,1424.0,873.0,522.0,7.3669,187500.0,NEAR OCEAN +-117.18,32.68,29.0,1539.0,344.0,556.0,289.0,3.25,500001.0,NEAR OCEAN +-117.18,32.69,52.0,1837.0,313.0,668.0,300.0,5.1009,500001.0,NEAR OCEAN +-117.18,32.69,37.0,3112.0,716.0,1304.0,674.0,3.2121,320800.0,NEAR OCEAN +-117.18,32.69,44.0,2819.0,514.0,1258.0,503.0,4.4777,452800.0,NEAR OCEAN +-117.17,32.69,40.0,2236.0,331.0,767.0,316.0,5.3177,500001.0,NEAR OCEAN +-117.18,32.69,48.0,2764.0,491.0,978.0,449.0,5.1249,432400.0,NEAR OCEAN +-117.17,32.69,19.0,2802.0,802.0,1159.0,597.0,4.7891,334600.0,NEAR OCEAN +-117.17,32.69,45.0,3168.0,598.0,1341.0,562.0,4.5189,422200.0,NEAR OCEAN +-117.17,32.7,33.0,4084.0,897.0,1804.0,833.0,4.0488,409700.0,NEAR OCEAN +-117.18,32.7,44.0,2655.0,514.0,1102.0,489.0,3.6759,368800.0,NEAR OCEAN +-117.18,32.7,42.0,1691.0,286.0,761.0,281.0,5.1386,404500.0,NEAR OCEAN +-117.19,32.69,35.0,2921.0,438.0,1042.0,415.0,6.3612,482700.0,NEAR OCEAN +-117.11,32.68,36.0,26.0,14.0,58.0,23.0,1.9107,125000.0,NEAR OCEAN +-117.11,32.67,43.0,515.0,146.0,445.0,140.0,1.6094,93000.0,NEAR OCEAN +-117.11,32.67,46.0,928.0,236.0,790.0,235.0,1.6806,92500.0,NEAR OCEAN +-117.11,32.67,52.0,204.0,74.0,248.0,57.0,1.7961,47500.0,NEAR OCEAN +-117.12,32.66,52.0,16.0,4.0,8.0,3.0,1.125,60000.0,NEAR OCEAN +-117.11,32.67,52.0,280.0,71.0,217.0,71.0,1.4844,83300.0,NEAR OCEAN +-117.11,32.66,52.0,25.0,5.0,14.0,9.0,1.625,118800.0,NEAR OCEAN +-117.09,32.67,37.0,1157.0,332.0,983.0,306.0,2.0972,117000.0,NEAR OCEAN +-117.09,32.66,38.0,833.0,206.0,570.0,182.0,1.8333,127100.0,NEAR OCEAN +-117.09,32.66,37.0,1232.0,330.0,1086.0,330.0,1.6389,114300.0,NEAR OCEAN +-117.1,32.66,27.0,1782.0,560.0,1785.0,560.0,2.1542,106300.0,NEAR OCEAN +-117.1,32.67,26.0,2629.0,763.0,2721.0,767.0,2.0982,109100.0,NEAR OCEAN +-117.1,32.67,22.0,1690.0,541.0,1669.0,494.0,2.0213,110600.0,NEAR OCEAN +-117.09,32.68,30.0,2662.0,653.0,1997.0,605.0,2.8089,120600.0,NEAR OCEAN +-117.09,32.67,31.0,2051.0,549.0,1581.0,538.0,2.052,108900.0,NEAR OCEAN +-117.1,32.67,15.0,1635.0,553.0,1347.0,597.0,1.2745,92900.0,NEAR OCEAN +-117.1,32.68,20.0,1012.0,269.0,837.0,240.0,2.0488,88900.0,NEAR OCEAN +-117.1,32.69,29.0,4174.0,1195.0,3675.0,1124.0,1.8112,103600.0,NEAR OCEAN +-117.1,32.68,42.0,2013.0,568.0,1920.0,557.0,2.0724,107600.0,NEAR OCEAN +-117.1,32.68,47.0,771.0,224.0,637.0,212.0,2.0156,90300.0,NEAR OCEAN +-117.1,32.68,49.0,1412.0,350.0,1200.0,332.0,2.0398,93600.0,NEAR OCEAN +-117.1,32.68,47.0,1044.0,274.0,1003.0,280.0,1.7802,97800.0,NEAR OCEAN +-117.1,32.68,45.0,1183.0,289.0,900.0,266.0,2.4943,99600.0,NEAR OCEAN +-117.07,32.69,29.0,1429.0,293.0,1091.0,317.0,3.4609,118000.0,NEAR OCEAN +-117.08,32.69,31.0,2558.0,487.0,1938.0,492.0,3.4875,117000.0,NEAR OCEAN +-117.08,32.69,36.0,1571.0,284.0,1001.0,268.0,3.6875,111400.0,NEAR OCEAN +-117.09,32.69,34.0,1469.0,267.0,1031.0,267.0,3.4583,112700.0,NEAR OCEAN +-117.09,32.68,29.0,1792.0,449.0,1650.0,396.0,2.2201,100000.0,NEAR OCEAN +-117.07,32.69,28.0,1485.0,275.0,820.0,283.0,4.069,153300.0,NEAR OCEAN +-117.08,32.68,26.0,3071.0,615.0,2156.0,568.0,2.9318,112400.0,NEAR OCEAN +-117.08,32.68,19.0,3635.0,1078.0,3127.0,1098.0,1.324,122600.0,NEAR OCEAN +-117.09,32.68,20.0,2569.0,737.0,2341.0,705.0,2.0114,104900.0,NEAR OCEAN +-117.07,32.67,28.0,2758.0,623.0,2179.0,631.0,2.3814,112300.0,NEAR OCEAN +-117.08,32.67,31.0,3008.0,764.0,2088.0,757.0,2.5662,118200.0,NEAR OCEAN +-117.09,32.66,46.0,844.0,147.0,423.0,161.0,3.375,136300.0,NEAR OCEAN +-117.08,32.66,43.0,1004.0,236.0,839.0,235.0,2.81,103400.0,NEAR OCEAN +-117.07,32.67,35.0,3200.0,725.0,1723.0,610.0,1.8977,95600.0,NEAR OCEAN +-117.07,32.65,12.0,4131.0,891.0,2272.0,840.0,3.4701,204900.0,NEAR OCEAN +-117.07,32.64,32.0,5135.0,1025.0,2152.0,944.0,4.1325,172800.0,NEAR OCEAN +-117.08,32.64,43.0,1005.0,230.0,548.0,252.0,1.8672,145800.0,NEAR OCEAN +-117.08,32.65,17.0,2633.0,712.0,1487.0,694.0,2.5392,147000.0,NEAR OCEAN +-117.08,32.64,38.0,917.0,256.0,494.0,233.0,1.9241,150000.0,NEAR OCEAN +-117.08,32.64,11.0,1651.0,533.0,947.0,515.0,1.6806,141700.0,NEAR OCEAN +-117.09,32.65,20.0,1445.0,323.0,573.0,334.0,2.619,145800.0,NEAR OCEAN +-117.09,32.65,25.0,3509.0,985.0,2359.0,899.0,2.6296,150000.0,NEAR OCEAN +-117.08,32.65,28.0,2296.0,603.0,1277.0,550.0,2.3562,123800.0,NEAR OCEAN +-117.09,32.64,38.0,2095.0,536.0,1240.0,550.0,2.7218,145900.0,NEAR OCEAN +-117.09,32.64,30.0,3171.0,862.0,2126.0,800.0,2.507,142700.0,NEAR OCEAN +-117.1,32.64,29.0,1578.0,460.0,1236.0,461.0,2.5658,134700.0,NEAR OCEAN +-117.09,32.64,20.0,1999.0,651.0,1302.0,592.0,1.6321,57500.0,NEAR OCEAN +-117.09,32.64,19.0,2571.0,791.0,1205.0,783.0,1.62,131300.0,NEAR OCEAN +-117.09,32.63,27.0,2920.0,770.0,1935.0,746.0,2.4148,67500.0,NEAR OCEAN +-117.11,32.64,23.0,1619.0,447.0,1025.0,415.0,1.858,67500.0,NEAR OCEAN +-117.11,32.62,27.0,1846.0,509.0,1078.0,482.0,2.1719,131500.0,NEAR OCEAN +-117.09,32.62,37.0,1538.0,298.0,867.0,285.0,3.0729,128700.0,NEAR OCEAN +-117.09,32.62,37.0,1925.0,428.0,1344.0,426.0,2.4866,129700.0,NEAR OCEAN +-117.09,32.62,34.0,1576.0,364.0,1153.0,381.0,2.1955,129700.0,NEAR OCEAN +-117.08,32.63,33.0,2891.0,793.0,1607.0,754.0,2.1281,139800.0,NEAR OCEAN +-117.09,32.64,24.0,3613.0,973.0,2002.0,931.0,1.947,147500.0,NEAR OCEAN +-117.09,32.63,33.0,620.0,161.0,420.0,164.0,1.8417,150000.0,NEAR OCEAN +-117.07,32.64,38.0,1486.0,269.0,745.0,295.0,4.6477,150400.0,NEAR OCEAN +-117.07,32.63,37.0,2303.0,379.0,1026.0,357.0,3.455,156900.0,NEAR OCEAN +-117.07,32.64,30.0,2873.0,774.0,1593.0,731.0,2.24,129500.0,NEAR OCEAN +-117.06,32.63,37.0,1326.0,234.0,612.0,240.0,4.125,160200.0,NEAR OCEAN +-117.06,32.62,36.0,786.0,125.0,408.0,138.0,3.9167,189700.0,NEAR OCEAN +-117.07,32.63,40.0,1706.0,322.0,796.0,303.0,3.5583,154900.0,NEAR OCEAN +-117.07,32.63,37.0,2372.0,444.0,1056.0,419.0,3.7583,145500.0,NEAR OCEAN +-117.08,32.63,30.0,2504.0,559.0,1827.0,490.0,2.6146,159400.0,NEAR OCEAN +-117.08,32.63,28.0,2080.0,427.0,1266.0,434.0,2.2788,146300.0,NEAR OCEAN +-117.08,32.62,28.0,2468.0,506.0,1353.0,522.0,3.0771,158600.0,NEAR OCEAN +-117.08,32.62,36.0,1674.0,309.0,818.0,307.0,3.4773,150400.0,NEAR OCEAN +-117.09,32.61,23.0,1157.0,309.0,640.0,313.0,2.1548,118800.0,NEAR OCEAN +-117.09,32.61,21.0,1945.0,430.0,1335.0,419.0,3.6467,113000.0,NEAR OCEAN +-117.08,32.62,16.0,5192.0,1381.0,3261.0,1321.0,2.2685,151900.0,NEAR OCEAN +-117.08,32.61,27.0,2264.0,525.0,1485.0,468.0,3.3514,149100.0,NEAR OCEAN +-117.07,32.62,19.0,5016.0,1173.0,2750.0,1081.0,2.7838,155900.0,NEAR OCEAN +-117.06,32.61,34.0,4325.0,1015.0,2609.0,979.0,2.8489,128300.0,NEAR OCEAN +-117.07,32.61,22.0,5016.0,1331.0,3222.0,1196.0,2.1441,135500.0,NEAR OCEAN +-117.07,32.6,18.0,2602.0,551.0,1042.0,550.0,1.9267,67500.0,NEAR OCEAN +-117.07,32.59,21.0,1779.0,466.0,1327.0,488.0,1.6007,96200.0,NEAR OCEAN +-117.08,32.59,30.0,144.0,52.0,220.0,48.0,2.3929,134400.0,NEAR OCEAN +-117.08,32.6,24.0,1901.0,490.0,1334.0,476.0,2.2544,121900.0,NEAR OCEAN +-117.07,32.61,10.0,1686.0,414.0,1000.0,391.0,2.1765,128400.0,NEAR OCEAN +-117.06,32.61,24.0,4369.0,1353.0,3123.0,1247.0,2.0571,152300.0,NEAR OCEAN +-117.06,32.61,23.0,1630.0,362.0,1267.0,418.0,2.5625,131100.0,NEAR OCEAN +-117.07,32.6,13.0,1607.0,435.0,983.0,400.0,2.2903,106300.0,NEAR OCEAN +-117.06,32.6,25.0,1075.0,238.0,434.0,234.0,1.7472,94600.0,NEAR OCEAN +-117.06,32.6,24.0,1088.0,268.0,1095.0,246.0,2.4191,107300.0,NEAR OCEAN +-117.06,32.6,33.0,905.0,205.0,989.0,222.0,2.7014,108200.0,NEAR OCEAN +-117.05,32.63,31.0,4911.0,861.0,2334.0,843.0,4.1958,160100.0,NEAR OCEAN +-117.05,32.62,34.0,3928.0,686.0,2315.0,681.0,4.2851,144500.0,NEAR OCEAN +-117.04,32.62,26.0,3620.0,607.0,2000.0,593.0,4.9962,156000.0,NEAR OCEAN +-117.05,32.61,31.0,4033.0,715.0,2585.0,715.0,3.5096,139900.0,NEAR OCEAN +-117.05,32.61,21.0,6034.0,1205.0,3795.0,1146.0,3.2633,129700.0,NEAR OCEAN +-117.05,32.61,26.0,1563.0,286.0,1145.0,313.0,3.8615,139300.0,NEAR OCEAN +-117.04,32.6,20.0,8052.0,1461.0,5094.0,1430.0,4.2241,139800.0,NEAR OCEAN +-117.04,32.6,18.0,4747.0,846.0,3002.0,872.0,3.9076,152900.0,NEAR OCEAN +-117.05,32.59,16.0,4683.0,929.0,3073.0,865.0,3.0495,98300.0,NEAR OCEAN +-117.04,32.63,26.0,2074.0,356.0,1228.0,335.0,4.1154,160200.0,NEAR OCEAN +-117.04,32.62,27.0,1710.0,282.0,1089.0,297.0,4.6793,151900.0,NEAR OCEAN +-117.03,32.61,23.0,1553.0,216.0,778.0,229.0,5.1538,171300.0,NEAR OCEAN +-117.03,32.61,22.0,1028.0,148.0,523.0,152.0,6.0086,166900.0,NEAR OCEAN +-117.03,32.6,26.0,1335.0,224.0,742.0,215.0,5.152,143400.0,NEAR OCEAN +-117.02,32.59,19.0,1902.0,335.0,1102.0,313.0,3.0365,98100.0,NEAR OCEAN +-116.98,32.62,6.0,7995.0,1458.0,4771.0,1376.0,4.7068,184300.0,NEAR OCEAN +-117.06,32.64,30.0,4494.0,667.0,1883.0,680.0,5.766,186100.0,NEAR OCEAN +-117.06,32.63,29.0,4168.0,742.0,2096.0,713.0,4.2204,169800.0,NEAR OCEAN +-116.98,32.68,22.0,2346.0,380.0,1217.0,382.0,5.5248,156300.0,NEAR OCEAN +-117.01,32.67,17.0,2319.0,348.0,1125.0,337.0,5.551,266900.0,NEAR OCEAN +-117.0,32.67,16.0,2238.0,307.0,1002.0,303.0,6.6143,264100.0,NEAR OCEAN +-117.02,32.67,20.0,1505.0,184.0,635.0,182.0,6.5772,245200.0,NEAR OCEAN +-117.01,32.66,11.0,9992.0,1368.0,4495.0,1316.0,6.9664,293900.0,NEAR OCEAN +-117.02,32.66,19.0,771.0,,376.0,108.0,6.6272,273600.0,NEAR OCEAN +-116.97,32.65,4.0,16450.0,2833.0,7985.0,2683.0,5.6631,233400.0,NEAR OCEAN +-116.99,32.64,15.0,4331.0,699.0,2046.0,627.0,3.9519,193500.0,NEAR OCEAN +-117.04,32.65,8.0,8806.0,1401.0,3159.0,1059.0,4.2155,247800.0,NEAR OCEAN +-117.03,32.65,14.0,1111.0,142.0,472.0,145.0,7.6344,290500.0,NEAR OCEAN +-117.0,32.64,11.0,3098.0,490.0,1391.0,484.0,4.9792,170400.0,NEAR OCEAN +-117.01,32.63,7.0,6483.0,976.0,3269.0,1005.0,5.7358,221600.0,NEAR OCEAN +-117.04,32.64,5.0,2329.0,542.0,1213.0,514.0,4.0298,225600.0,NEAR OCEAN +-117.02,32.64,5.0,260.0,41.0,157.0,42.0,6.5151,281700.0,NEAR OCEAN +-117.03,32.63,13.0,2087.0,313.0,1165.0,330.0,5.7789,227700.0,NEAR OCEAN +-117.03,32.63,14.0,2796.0,476.0,1466.0,464.0,5.2489,213700.0,NEAR OCEAN +-117.04,32.63,26.0,2756.0,422.0,1166.0,398.0,5.1354,181600.0,NEAR OCEAN +-116.99,32.74,17.0,3101.0,547.0,1410.0,486.0,3.1771,189900.0,<1H OCEAN +-116.98,32.74,17.0,3943.0,843.0,1995.0,766.0,2.6944,158300.0,<1H OCEAN +-116.98,32.74,24.0,977.0,147.0,454.0,169.0,4.9286,173700.0,<1H OCEAN +-116.98,32.74,16.0,3361.0,537.0,1754.0,578.0,5.1098,162300.0,<1H OCEAN +-116.98,32.72,15.0,4209.0,680.0,1914.0,641.0,4.5135,158300.0,<1H OCEAN +-116.98,32.73,16.0,952.0,143.0,530.0,143.0,5.0864,175300.0,<1H OCEAN +-116.98,32.72,4.0,1078.0,158.0,571.0,184.0,4.6667,223300.0,<1H OCEAN +-116.97,32.74,14.0,7410.0,1344.0,3597.0,1274.0,4.2192,176100.0,<1H OCEAN +-116.95,32.74,7.0,2722.0,578.0,1429.0,574.0,3.9583,141700.0,<1H OCEAN +-116.96,32.71,18.0,2413.0,533.0,1129.0,551.0,2.4567,155000.0,<1H OCEAN +-116.95,32.73,17.0,1635.0,272.0,960.0,279.0,5.2671,157100.0,<1H OCEAN +-116.97,32.76,26.0,2460.0,313.0,838.0,299.0,5.9878,270700.0,<1H OCEAN +-116.98,32.75,25.0,4137.0,662.0,1905.0,630.0,4.375,214000.0,<1H OCEAN +-116.97,32.75,28.0,3519.0,583.0,1720.0,590.0,4.7973,186900.0,<1H OCEAN +-116.98,32.75,18.0,1519.0,369.0,802.0,347.0,2.9886,170800.0,<1H OCEAN +-116.97,32.76,33.0,3071.0,466.0,1348.0,513.0,6.1768,228900.0,<1H OCEAN +-116.95,32.76,13.0,5543.0,857.0,2074.0,737.0,4.9528,266200.0,<1H OCEAN +-116.94,32.75,4.0,14934.0,2479.0,6945.0,2418.0,5.1221,229700.0,<1H OCEAN +-116.92,32.76,9.0,1859.0,307.0,947.0,304.0,5.9202,181300.0,<1H OCEAN +-116.92,32.76,7.0,1659.0,237.0,862.0,242.0,5.2741,249400.0,<1H OCEAN +-116.91,32.75,5.0,8710.0,1614.0,4372.0,1527.0,4.7813,240900.0,<1H OCEAN +-117.0,32.76,31.0,1989.0,280.0,805.0,301.0,6.5645,189100.0,<1H OCEAN +-116.99,32.76,21.0,3833.0,595.0,1645.0,589.0,4.625,273500.0,<1H OCEAN +-116.99,32.74,18.0,3341.0,611.0,1952.0,602.0,3.9844,215300.0,<1H OCEAN +-117.0,32.74,17.0,2357.0,599.0,1423.0,510.0,1.8856,118800.0,<1H OCEAN +-116.99,32.73,30.0,1856.0,339.0,1103.0,379.0,4.0357,153800.0,<1H OCEAN +-117.01,32.75,26.0,4038.0,706.0,2065.0,687.0,3.9545,178100.0,<1H OCEAN +-117.01,32.75,34.0,2105.0,340.0,973.0,357.0,4.3088,152500.0,<1H OCEAN +-117.01,32.74,31.0,3473.0,,2098.0,677.0,2.6973,135200.0,<1H OCEAN +-117.01,32.73,22.0,2526.0,530.0,1556.0,529.0,2.8646,120800.0,NEAR OCEAN +-117.0,32.73,17.0,6050.0,1143.0,3424.0,1131.0,3.7647,127600.0,<1H OCEAN +-117.0,32.72,10.0,3817.0,943.0,2352.0,875.0,2.1362,143200.0,NEAR OCEAN +-117.01,32.72,12.0,2914.0,734.0,2104.0,703.0,2.3068,132300.0,NEAR OCEAN +-116.99,32.7,15.0,3660.0,622.0,2629.0,612.0,4.0444,150100.0,NEAR OCEAN +-117.0,32.7,23.0,2785.0,468.0,1456.0,449.0,4.3714,131000.0,NEAR OCEAN +-116.98,32.71,18.0,2355.0,444.0,1277.0,433.0,3.4551,121400.0,<1H OCEAN +-116.99,32.71,21.0,3049.0,582.0,2355.0,585.0,3.8904,113800.0,NEAR OCEAN +-117.0,32.71,22.0,2263.0,441.0,1395.0,416.0,3.725,123500.0,NEAR OCEAN +-117.01,32.71,20.0,3506.0,692.0,1977.0,668.0,2.981,129100.0,NEAR OCEAN +-116.99,32.72,15.0,825.0,130.0,334.0,131.0,4.0391,169500.0,<1H OCEAN +-116.99,32.72,14.0,1771.0,301.0,1046.0,284.0,4.775,143300.0,<1H OCEAN +-116.99,32.72,13.0,1330.0,216.0,719.0,215.0,3.8295,149600.0,<1H OCEAN +-116.99,32.72,11.0,1112.0,164.0,441.0,174.0,4.7679,169500.0,<1H OCEAN +-117.02,32.74,30.0,4205.0,772.0,2012.0,734.0,3.5,144700.0,NEAR OCEAN +-117.03,32.73,34.0,2061.0,,1169.0,400.0,3.5096,142000.0,NEAR OCEAN +-117.03,32.73,32.0,1750.0,333.0,997.0,335.0,3.4784,154400.0,NEAR OCEAN +-117.03,32.74,37.0,821.0,150.0,404.0,135.0,3.0125,130400.0,NEAR OCEAN +-117.02,32.73,22.0,5201.0,865.0,3280.0,817.0,4.7952,141400.0,NEAR OCEAN +-117.02,32.72,36.0,2030.0,369.0,1142.0,357.0,3.7763,126900.0,NEAR OCEAN +-117.03,32.73,38.0,3174.0,606.0,1557.0,619.0,3.5861,123600.0,NEAR OCEAN +-117.03,32.72,38.0,886.0,176.0,505.0,188.0,3.5938,125400.0,NEAR OCEAN +-117.03,32.72,37.0,2192.0,455.0,1515.0,446.0,3.0588,120600.0,NEAR OCEAN +-117.04,32.72,24.0,5474.0,955.0,3020.0,904.0,4.0813,137000.0,NEAR OCEAN +-117.04,32.73,36.0,2084.0,400.0,1097.0,398.0,3.2717,130700.0,NEAR OCEAN +-117.04,32.73,25.0,1375.0,267.0,1032.0,278.0,3.5492,125400.0,NEAR OCEAN +-117.05,32.72,35.0,3669.0,617.0,1694.0,585.0,3.9485,133900.0,NEAR OCEAN +-117.05,32.73,27.0,3184.0,588.0,1763.0,571.0,3.5529,133900.0,NEAR OCEAN +-117.03,32.74,35.0,1878.0,454.0,991.0,409.0,2.4345,129700.0,NEAR OCEAN +-117.04,32.74,33.0,3880.0,770.0,2288.0,805.0,3.6848,140700.0,NEAR OCEAN +-117.02,32.74,12.0,3301.0,963.0,2000.0,879.0,1.8594,119200.0,NEAR OCEAN +-117.04,32.74,5.0,2878.0,785.0,1727.0,758.0,1.7179,132000.0,NEAR OCEAN +-117.04,32.75,36.0,2297.0,418.0,1070.0,392.0,3.5192,144000.0,NEAR OCEAN +-117.05,32.75,29.0,2767.0,612.0,1437.0,587.0,2.8306,142900.0,NEAR OCEAN +-117.05,32.75,43.0,1718.0,344.0,826.0,336.0,2.7014,133700.0,NEAR OCEAN +-117.03,32.77,34.0,1796.0,428.0,918.0,424.0,2.875,161200.0,<1H OCEAN +-117.02,32.76,15.0,1204.0,326.0,543.0,326.0,1.0278,154200.0,<1H OCEAN +-117.02,32.76,40.0,2523.0,488.0,976.0,470.0,3.11,185700.0,<1H OCEAN +-117.02,32.75,33.0,3296.0,537.0,1345.0,556.0,5.2835,217100.0,<1H OCEAN +-117.03,32.75,24.0,7879.0,1655.0,3898.0,1534.0,3.0897,187300.0,NEAR OCEAN +-117.04,32.77,26.0,4263.0,1037.0,2199.0,1010.0,2.734,148900.0,<1H OCEAN +-117.04,32.76,43.0,3171.0,665.0,1534.0,625.0,3.141,141400.0,NEAR OCEAN +-117.05,32.76,37.0,4879.0,906.0,2076.0,871.0,3.6625,154800.0,NEAR OCEAN +-117.04,32.76,37.0,2979.0,557.0,1285.0,564.0,3.7368,152200.0,NEAR OCEAN +-117.04,32.77,16.0,7963.0,1881.0,3769.0,1804.0,2.9624,144700.0,<1H OCEAN +-117.03,32.77,19.0,4819.0,1492.0,2572.0,1336.0,2.3393,118200.0,<1H OCEAN +-117.05,32.78,37.0,1184.0,178.0,529.0,192.0,4.7941,161700.0,<1H OCEAN +-117.03,32.78,17.0,5481.0,1618.0,2957.0,1537.0,2.5707,171300.0,<1H OCEAN +-117.02,32.78,33.0,3481.0,708.0,1726.0,719.0,3.3675,158200.0,<1H OCEAN +-117.03,32.79,31.0,2366.0,383.0,1077.0,387.0,4.2992,174400.0,<1H OCEAN +-117.03,32.79,17.0,7352.0,1699.0,3331.0,1634.0,2.7006,166300.0,<1H OCEAN +-117.0,32.77,30.0,1802.0,401.0,776.0,386.0,2.8125,173500.0,<1H OCEAN +-117.01,32.76,22.0,3626.0,824.0,1800.0,769.0,2.8594,189600.0,<1H OCEAN +-117.01,32.76,34.0,3415.0,608.0,1464.0,593.0,4.0549,223700.0,<1H OCEAN +-117.01,32.77,24.0,2311.0,536.0,1005.0,525.0,2.9,185200.0,<1H OCEAN +-117.01,32.77,34.0,3330.0,723.0,1592.0,656.0,2.6678,164200.0,<1H OCEAN +-117.01,32.77,43.0,841.0,192.0,496.0,207.0,3.0179,149300.0,<1H OCEAN +-117.01,32.79,31.0,3776.0,815.0,1886.0,799.0,3.4421,155300.0,<1H OCEAN +-117.01,32.78,20.0,2616.0,597.0,1532.0,579.0,2.9896,235600.0,<1H OCEAN +-117.02,32.78,31.0,2567.0,,1198.0,499.0,3.4659,163000.0,<1H OCEAN +-117.02,32.79,36.0,2211.0,384.0,868.0,329.0,4.0491,147900.0,<1H OCEAN +-116.99,32.79,33.0,2420.0,393.0,1003.0,397.0,4.0658,165100.0,<1H OCEAN +-116.99,32.79,26.0,3623.0,703.0,1609.0,669.0,3.744,165800.0,<1H OCEAN +-116.99,32.78,29.0,1114.0,163.0,385.0,154.0,5.4333,222800.0,<1H OCEAN +-117.0,32.79,31.0,3256.0,726.0,1595.0,706.0,3.4773,155800.0,<1H OCEAN +-116.99,32.77,35.0,2306.0,334.0,828.0,310.0,6.1103,301600.0,<1H OCEAN +-116.98,32.77,29.0,3558.0,447.0,1097.0,445.0,8.093,379600.0,<1H OCEAN +-117.0,32.76,31.0,2545.0,373.0,956.0,342.0,4.3977,226800.0,<1H OCEAN +-117.0,32.77,35.0,2114.0,317.0,881.0,320.0,5.5,241400.0,<1H OCEAN +-116.95,32.78,33.0,2432.0,443.0,1147.0,427.0,3.3906,138100.0,<1H OCEAN +-116.96,32.78,26.0,2807.0,630.0,1785.0,580.0,2.1638,132800.0,<1H OCEAN +-116.97,32.78,26.0,8902.0,1413.0,3941.0,1387.0,4.7943,226900.0,<1H OCEAN +-116.92,32.78,21.0,4192.0,752.0,2101.0,710.0,4.4306,159100.0,<1H OCEAN +-116.91,32.78,15.0,4058.0,511.0,1580.0,473.0,7.5,316400.0,<1H OCEAN +-116.92,32.77,16.0,2770.0,406.0,1269.0,429.0,6.6783,275000.0,<1H OCEAN +-116.9,32.77,8.0,3600.0,492.0,1421.0,482.0,6.2609,307100.0,<1H OCEAN +-116.95,32.78,20.0,3425.0,448.0,1489.0,443.0,6.2552,296400.0,<1H OCEAN +-116.95,32.77,25.0,3308.0,421.0,1201.0,414.0,6.3191,303400.0,<1H OCEAN +-116.94,32.78,17.0,13559.0,2656.0,6990.0,2533.0,3.434,193200.0,<1H OCEAN +-116.85,32.83,17.0,4234.0,770.0,2191.0,725.0,3.6445,197600.0,<1H OCEAN +-116.88,32.81,35.0,2926.0,562.0,1590.0,506.0,4.2014,143200.0,<1H OCEAN +-116.86,32.8,19.0,1747.0,291.0,848.0,290.0,4.875,187200.0,<1H OCEAN +-116.83,32.83,6.0,3123.0,495.0,1513.0,480.0,5.4288,167800.0,<1H OCEAN +-116.83,32.81,18.0,2367.0,402.0,1021.0,395.0,4.8125,210500.0,<1H OCEAN +-116.92,32.79,24.0,4055.0,742.0,2123.0,744.0,4.5224,142000.0,<1H OCEAN +-116.93,32.79,23.0,5759.0,1258.0,3108.0,1202.0,3.0927,140600.0,<1H OCEAN +-116.91,32.8,32.0,1943.0,287.0,1081.0,292.0,5.6846,208800.0,<1H OCEAN +-116.9,32.79,21.0,3770.0,491.0,1410.0,446.0,6.7685,294700.0,<1H OCEAN +-116.94,32.8,21.0,7906.0,2292.0,4868.0,2117.0,1.8937,109800.0,<1H OCEAN +-116.93,32.79,19.0,3354.0,,1948.0,682.0,3.0192,142300.0,<1H OCEAN +-116.95,32.79,19.0,11391.0,3093.0,7178.0,2905.0,2.0326,123200.0,<1H OCEAN +-116.96,32.8,16.0,3920.0,1094.0,2612.0,1023.0,1.3291,120800.0,<1H OCEAN +-116.96,32.79,19.0,3008.0,693.0,2341.0,689.0,2.6087,123800.0,<1H OCEAN +-116.96,32.79,35.0,1081.0,266.0,691.0,259.0,2.6324,133700.0,<1H OCEAN +-116.96,32.8,24.0,2493.0,693.0,1420.0,643.0,1.8357,104200.0,<1H OCEAN +-116.97,32.79,19.0,4108.0,1101.0,2971.0,1006.0,1.9893,112500.0,<1H OCEAN +-116.96,32.79,17.0,5236.0,1325.0,3308.0,1233.0,2.3221,138800.0,<1H OCEAN +-116.97,32.78,37.0,1255.0,238.0,671.0,278.0,3.7019,138600.0,<1H OCEAN +-116.97,32.78,35.0,1113.0,236.0,681.0,246.0,2.9784,136400.0,<1H OCEAN +-116.97,32.79,32.0,1255.0,338.0,782.0,302.0,2.6635,113600.0,<1H OCEAN +-116.98,32.79,32.0,3756.0,662.0,1611.0,598.0,3.8667,189700.0,<1H OCEAN +-116.98,32.8,28.0,5721.0,1029.0,2672.0,1054.0,3.963,164400.0,<1H OCEAN +-116.99,32.8,34.0,3657.0,538.0,1513.0,562.0,5.2907,195800.0,<1H OCEAN +-117.0,32.8,33.0,1816.0,325.0,768.0,316.0,4.5662,150300.0,<1H OCEAN +-117.0,32.8,29.0,2045.0,398.0,912.0,368.0,3.0189,144100.0,<1H OCEAN +-116.99,32.81,25.0,4436.0,758.0,1997.0,738.0,4.2386,201000.0,<1H OCEAN +-116.99,32.81,18.0,10968.0,1521.0,4439.0,1501.0,6.2787,250000.0,<1H OCEAN +-116.97,32.83,23.0,149.0,32.0,101.0,34.0,2.6458,112500.0,<1H OCEAN +-116.97,32.81,19.0,1573.0,471.0,844.0,414.0,2.1422,125000.0,<1H OCEAN +-116.97,32.8,15.0,3927.0,1018.0,2204.0,977.0,2.4367,111400.0,<1H OCEAN +-116.94,32.81,22.0,4266.0,1010.0,2766.0,985.0,2.8175,135200.0,<1H OCEAN +-116.94,32.8,28.0,3042.0,729.0,1964.0,703.0,2.4141,137500.0,<1H OCEAN +-116.96,32.8,19.0,4574.0,1152.0,3045.0,1057.0,2.065,124100.0,<1H OCEAN +-116.96,32.8,25.0,3421.0,803.0,1681.0,742.0,3.369,134400.0,<1H OCEAN +-116.92,32.82,34.0,1765.0,284.0,772.0,282.0,5.0118,165300.0,<1H OCEAN +-116.92,32.81,23.0,2668.0,528.0,1510.0,524.0,3.3669,158900.0,<1H OCEAN +-116.93,32.82,26.0,4129.0,714.0,1820.0,718.0,4.2586,171000.0,<1H OCEAN +-116.91,32.81,22.0,4331.0,637.0,1952.0,654.0,5.4834,232000.0,<1H OCEAN +-116.92,32.8,33.0,1518.0,268.0,857.0,272.0,3.5586,160400.0,<1H OCEAN +-116.92,32.81,17.0,1312.0,394.0,836.0,337.0,1.6686,112500.0,<1H OCEAN +-116.93,32.8,19.0,1867.0,538.0,1219.0,468.0,2.0685,130000.0,<1H OCEAN +-116.93,32.81,18.0,2447.0,466.0,1573.0,472.0,2.6429,125400.0,<1H OCEAN +-116.95,32.82,19.0,5308.0,1058.0,2852.0,1092.0,2.9161,135700.0,<1H OCEAN +-116.95,32.82,12.0,5535.0,1434.0,3112.0,1262.0,2.5949,108300.0,<1H OCEAN +-116.95,32.81,31.0,1277.0,293.0,698.0,237.0,3.1106,147700.0,<1H OCEAN +-116.96,32.81,8.0,2378.0,638.0,1410.0,623.0,2.9097,152500.0,<1H OCEAN +-116.94,32.82,35.0,1737.0,285.0,826.0,294.0,3.2411,159200.0,<1H OCEAN +-116.94,32.81,8.0,2517.0,632.0,1686.0,613.0,2.136,143500.0,<1H OCEAN +-116.95,32.81,15.0,2619.0,599.0,1513.0,537.0,2.543,100000.0,<1H OCEAN +-116.95,32.82,18.0,3038.0,592.0,1904.0,595.0,3.8024,144900.0,<1H OCEAN +-116.97,32.83,17.0,6659.0,1402.0,3183.0,1378.0,2.949,117300.0,<1H OCEAN +-116.99,32.83,20.0,6696.0,1326.0,3687.0,1291.0,3.1979,154600.0,<1H OCEAN +-116.99,32.85,32.0,5211.0,949.0,3025.0,948.0,4.0931,134200.0,<1H OCEAN +-116.98,32.85,12.0,3570.0,713.0,3321.0,666.0,4.0882,134500.0,<1H OCEAN +-117.01,32.83,17.0,15401.0,3280.0,7302.0,3176.0,3.3067,121900.0,<1H OCEAN +-117.01,32.84,23.0,1951.0,395.0,901.0,378.0,3.1023,143300.0,<1H OCEAN +-117.02,32.84,17.0,4013.0,673.0,2263.0,661.0,5.131,148300.0,<1H OCEAN +-116.96,32.85,11.0,9724.0,1796.0,5247.0,1777.0,4.1716,166100.0,<1H OCEAN +-116.96,32.86,14.0,3064.0,496.0,1681.0,503.0,4.4347,160300.0,<1H OCEAN +-116.96,32.87,17.0,4713.0,740.0,2531.0,723.0,4.8286,158500.0,<1H OCEAN +-116.98,32.88,12.0,7320.0,1279.0,4048.0,1249.0,4.3952,151700.0,<1H OCEAN +-116.98,32.86,19.0,2121.0,341.0,1236.0,353.0,4.7717,153200.0,<1H OCEAN +-116.98,32.86,16.0,7718.0,1423.0,4383.0,1394.0,4.0693,146400.0,<1H OCEAN +-117.0,32.87,18.0,11544.0,1979.0,6296.0,1923.0,4.4904,150400.0,<1H OCEAN +-117.01,32.85,23.0,2592.0,414.0,1401.0,431.0,5.4903,151400.0,<1H OCEAN +-117.0,32.85,24.0,1888.0,319.0,950.0,319.0,5.282,140800.0,<1H OCEAN +-116.95,32.83,14.0,12517.0,2506.0,6389.0,2333.0,3.3081,168700.0,<1H OCEAN +-116.95,32.84,31.0,1307.0,,752.0,231.0,3.4286,129400.0,<1H OCEAN +-116.93,32.85,15.0,3273.0,895.0,1872.0,842.0,2.5388,119000.0,<1H OCEAN +-116.93,32.85,5.0,4116.0,990.0,2770.0,905.0,3.1142,150000.0,<1H OCEAN +-116.94,32.85,31.0,1293.0,232.0,599.0,228.0,4.7578,161000.0,<1H OCEAN +-116.94,32.84,32.0,1607.0,253.0,778.0,262.0,4.5278,166300.0,<1H OCEAN +-116.94,32.83,38.0,1701.0,317.0,872.0,304.0,3.7831,147800.0,<1H OCEAN +-116.88,32.86,9.0,3049.0,471.0,1527.0,515.0,5.0733,196600.0,<1H OCEAN +-116.86,32.87,17.0,5799.0,921.0,2630.0,843.0,5.0524,285400.0,<1H OCEAN +-116.84,32.86,16.0,2502.0,532.0,1211.0,494.0,3.2516,202100.0,<1H OCEAN +-116.89,32.85,16.0,1743.0,333.0,652.0,322.0,2.8906,158300.0,<1H OCEAN +-116.91,32.87,14.0,3048.0,597.0,1690.0,576.0,4.3818,147100.0,<1H OCEAN +-116.91,32.86,10.0,3699.0,838.0,2310.0,759.0,2.5365,139500.0,<1H OCEAN +-116.91,32.86,15.0,3153.0,628.0,1633.0,527.0,3.6898,131000.0,<1H OCEAN +-116.92,32.86,11.0,2204.0,518.0,1472.0,497.0,2.3693,127000.0,<1H OCEAN +-116.93,32.83,19.0,3038.0,529.0,1463.0,509.0,3.944,172500.0,<1H OCEAN +-116.93,32.83,21.0,1283.0,278.0,684.0,289.0,2.3203,163500.0,<1H OCEAN +-116.92,32.82,17.0,2492.0,494.0,1278.0,439.0,2.8875,155700.0,<1H OCEAN +-116.92,32.85,23.0,1378.0,269.0,767.0,266.0,4.0625,145000.0,<1H OCEAN +-116.92,32.84,16.0,4675.0,834.0,2188.0,817.0,4.6674,178000.0,<1H OCEAN +-116.91,32.83,16.0,5203.0,,2515.0,862.0,4.105,174400.0,<1H OCEAN +-116.92,32.82,16.0,2784.0,468.0,1458.0,465.0,4.0048,184600.0,<1H OCEAN +-116.91,32.85,21.0,4152.0,703.0,2255.0,697.0,4.5096,159500.0,<1H OCEAN +-116.89,32.85,15.0,3560.0,593.0,1757.0,574.0,5.1185,185300.0,<1H OCEAN +-116.9,32.84,18.0,3612.0,737.0,1864.0,713.0,2.7069,153800.0,<1H OCEAN +-116.89,32.82,18.0,2515.0,443.0,1442.0,449.0,5.0201,154400.0,<1H OCEAN +-116.9,32.84,18.0,4215.0,810.0,2104.0,773.0,4.0873,146900.0,<1H OCEAN +-116.91,32.82,14.0,1978.0,424.0,1085.0,387.0,3.8073,170100.0,<1H OCEAN +-116.96,32.9,16.0,3047.0,495.0,1507.0,499.0,5.3008,186500.0,<1H OCEAN +-116.94,32.89,24.0,2541.0,381.0,1078.0,372.0,5.2542,227800.0,<1H OCEAN +-116.94,32.87,24.0,2824.0,441.0,1480.0,471.0,5.2614,177200.0,<1H OCEAN +-116.93,32.87,17.0,3722.0,670.0,1561.0,604.0,3.6027,211900.0,<1H OCEAN +-116.9,32.9,19.0,3090.0,552.0,1621.0,520.0,4.0806,189200.0,<1H OCEAN +-116.84,32.92,20.0,1066.0,219.0,536.0,173.0,3.1607,119300.0,<1H OCEAN +-117.05,33.01,19.0,3558.0,588.0,1439.0,578.0,4.625,211100.0,<1H OCEAN +-117.05,33.01,17.0,3430.0,425.0,1468.0,433.0,10.6186,429300.0,<1H OCEAN +-117.04,33.01,28.0,922.0,107.0,314.0,97.0,8.4721,342300.0,<1H OCEAN +-117.03,33.0,6.0,6139.0,793.0,2693.0,770.0,7.7569,387400.0,<1H OCEAN +-117.04,32.99,6.0,9518.0,1418.0,4413.0,1275.0,6.6012,314900.0,<1H OCEAN +-117.04,32.98,16.0,1332.0,196.0,640.0,193.0,6.0226,192900.0,<1H OCEAN +-117.06,32.99,16.0,1306.0,196.0,713.0,222.0,6.2683,180700.0,<1H OCEAN +-117.05,32.97,17.0,9911.0,1436.0,4763.0,1414.0,5.5882,194300.0,<1H OCEAN +-117.05,32.96,18.0,3593.0,661.0,1992.0,626.0,4.8295,165800.0,<1H OCEAN +-117.04,32.97,13.0,6711.0,1256.0,3683.0,1220.0,4.5746,175700.0,<1H OCEAN +-117.03,32.97,16.0,3936.0,694.0,1935.0,659.0,4.5625,231200.0,<1H OCEAN +-117.03,32.96,16.0,3424.0,698.0,1940.0,645.0,4.121,182100.0,<1H OCEAN +-116.99,32.96,17.0,5509.0,866.0,2748.0,817.0,4.8854,181300.0,<1H OCEAN +-117.02,32.95,25.0,1909.0,334.0,1043.0,322.0,3.7784,160100.0,<1H OCEAN +-117.03,32.95,19.0,4500.0,815.0,2456.0,782.0,4.5032,168900.0,<1H OCEAN +-117.05,32.95,17.0,3039.0,555.0,1297.0,552.0,3.9531,178600.0,<1H OCEAN +-117.05,32.95,17.0,4814.0,1091.0,3013.0,1078.0,3.2369,167800.0,<1H OCEAN +-117.06,33.02,24.0,830.0,190.0,279.0,196.0,1.9176,121100.0,<1H OCEAN +-117.06,33.01,24.0,2618.0,485.0,726.0,443.0,3.5192,159100.0,<1H OCEAN +-117.07,33.01,25.0,2120.0,381.0,588.0,359.0,3.1187,169400.0,<1H OCEAN +-117.07,33.02,17.0,2863.0,665.0,715.0,467.0,2.6048,148200.0,<1H OCEAN +-117.06,33.04,17.0,1785.0,255.0,667.0,277.0,5.7382,278000.0,<1H OCEAN +-117.06,33.03,23.0,2023.0,309.0,678.0,340.0,7.0913,265400.0,<1H OCEAN +-117.07,33.03,14.0,6665.0,1231.0,2026.0,1001.0,5.09,268500.0,<1H OCEAN +-117.07,33.03,15.0,1095.0,158.0,361.0,176.0,6.8099,328200.0,<1H OCEAN +-117.08,33.03,10.0,2296.0,450.0,818.0,405.0,4.3424,160600.0,<1H OCEAN +-117.07,33.04,4.0,2271.0,578.0,926.0,391.0,3.6437,210100.0,<1H OCEAN +-117.08,33.03,15.0,3023.0,623.0,1283.0,559.0,3.3724,137900.0,<1H OCEAN +-117.08,33.03,17.0,987.0,142.0,463.0,152.0,5.8747,229300.0,<1H OCEAN +-117.08,33.03,18.0,1339.0,284.0,761.0,290.0,5.3074,137200.0,<1H OCEAN +-117.09,33.03,17.0,2786.0,396.0,1228.0,396.0,6.4211,220700.0,<1H OCEAN +-117.08,33.04,10.0,2577.0,347.0,1193.0,365.0,6.53,264100.0,<1H OCEAN +-117.15,33.02,4.0,15029.0,2279.0,5613.0,1696.0,7.2731,450400.0,NEAR OCEAN +-117.1,32.97,17.0,3167.0,861.0,2098.0,828.0,2.4459,85800.0,<1H OCEAN +-117.1,32.96,7.0,3619.0,770.0,1134.0,482.0,4.1279,167600.0,<1H OCEAN +-117.05,33.05,6.0,7916.0,1293.0,2741.0,1204.0,5.6436,278600.0,<1H OCEAN +-117.05,33.04,12.0,1840.0,254.0,580.0,234.0,6.7769,400000.0,<1H OCEAN +-117.05,33.03,14.0,5180.0,1051.0,1639.0,991.0,4.5,222200.0,<1H OCEAN +-117.05,33.03,16.0,87.0,20.0,32.0,21.0,4.3571,144600.0,<1H OCEAN +-117.06,33.02,17.0,2635.0,389.0,994.0,359.0,5.8966,261500.0,<1H OCEAN +-117.05,33.02,18.0,917.0,121.0,388.0,131.0,6.3517,260100.0,<1H OCEAN +-117.01,33.04,13.0,4595.0,567.0,1643.0,544.0,7.7684,362300.0,<1H OCEAN +-117.04,33.03,16.0,2852.0,435.0,1083.0,448.0,6.3761,296200.0,<1H OCEAN +-117.01,32.99,8.0,3372.0,430.0,1536.0,448.0,8.4284,378300.0,<1H OCEAN +-116.99,33.01,11.0,1412.0,185.0,529.0,166.0,7.7517,500001.0,<1H OCEAN +-117.09,32.91,9.0,2012.0,316.0,802.0,289.0,6.5706,255700.0,<1H OCEAN +-117.09,32.91,16.0,2005.0,266.0,827.0,270.0,7.0546,282200.0,<1H OCEAN +-117.09,32.9,16.0,1989.0,290.0,814.0,291.0,6.2715,255100.0,<1H OCEAN +-117.1,32.9,16.0,2994.0,445.0,1047.0,437.0,5.149,184300.0,<1H OCEAN +-117.11,32.9,16.0,2043.0,388.0,705.0,352.0,4.4766,161500.0,<1H OCEAN +-117.11,32.91,15.0,1840.0,235.0,855.0,241.0,7.5992,310600.0,<1H OCEAN +-117.08,32.91,16.0,1653.0,228.0,690.0,224.0,6.5853,248400.0,<1H OCEAN +-117.08,32.93,5.0,14944.0,2490.0,6600.0,2407.0,6.0857,308300.0,<1H OCEAN +-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,327900.0,<1H OCEAN +-117.07,33.01,5.0,5870.0,977.0,1917.0,842.0,5.1998,294100.0,<1H OCEAN +-117.06,33.01,9.0,2470.0,417.0,904.0,427.0,4.4219,209200.0,<1H OCEAN +-117.07,33.0,4.0,6242.0,1258.0,2211.0,1116.0,4.25,281600.0,<1H OCEAN +-117.07,33.0,4.0,9153.0,1866.0,3775.0,1698.0,4.955,241500.0,<1H OCEAN +-117.08,33.01,5.0,5659.0,931.0,2565.0,902.0,6.1949,238700.0,<1H OCEAN +-117.09,32.99,16.0,2175.0,327.0,1037.0,326.0,5.1909,201400.0,<1H OCEAN +-117.09,32.99,18.0,3215.0,588.0,1618.0,509.0,4.6028,216800.0,<1H OCEAN +-117.09,32.98,23.0,1125.0,273.0,687.0,308.0,2.3182,268800.0,<1H OCEAN +-117.12,32.96,16.0,3050.0,559.0,1444.0,512.0,5.2463,156300.0,<1H OCEAN +-117.11,32.97,9.0,1531.0,242.0,850.0,240.0,6.0862,263600.0,<1H OCEAN +-117.1,33.0,5.0,15502.0,2613.0,7417.0,2358.0,5.9094,261100.0,<1H OCEAN +-117.11,32.95,11.0,4694.0,824.0,2223.0,783.0,4.9485,231800.0,<1H OCEAN +-117.12,32.95,8.0,3670.0,536.0,1723.0,592.0,6.3542,218100.0,<1H OCEAN +-117.12,32.96,15.0,2869.0,405.0,1526.0,402.0,6.0175,238300.0,<1H OCEAN +-117.12,32.95,4.0,9018.0,1572.0,4438.0,1498.0,4.988,263700.0,<1H OCEAN +-117.08,32.97,3.0,17466.0,3336.0,7644.0,2895.0,5.4584,246500.0,<1H OCEAN +-117.06,32.97,17.0,4754.0,877.0,2412.0,832.0,4.3548,192300.0,<1H OCEAN +-117.25,33.06,6.0,9859.0,1448.0,4194.0,1401.0,6.439,296200.0,NEAR OCEAN +-117.25,33.05,16.0,2794.0,476.0,1387.0,442.0,4.3286,213400.0,NEAR OCEAN +-117.26,33.05,14.0,2323.0,373.0,1057.0,372.0,6.2513,240900.0,NEAR OCEAN +-117.26,33.06,11.0,2660.0,352.0,1226.0,366.0,7.6832,319800.0,NEAR OCEAN +-117.24,33.05,15.0,3029.0,555.0,1559.0,546.0,5.3129,169200.0,NEAR OCEAN +-117.24,33.05,11.0,5827.0,882.0,2588.0,842.0,6.4027,344200.0,NEAR OCEAN +-117.2,33.07,5.0,10394.0,1617.0,4496.0,1553.0,5.9289,411300.0,NEAR OCEAN +-117.16,33.06,16.0,1988.0,279.0,770.0,252.0,5.8661,404500.0,NEAR OCEAN +-117.21,33.03,20.0,3370.0,433.0,1020.0,408.0,11.0911,500001.0,NEAR OCEAN +-117.18,33.02,15.0,3540.0,453.0,1364.0,425.0,13.6623,500001.0,NEAR OCEAN +-117.21,33.02,26.0,3194.0,454.0,1032.0,406.0,10.156,500001.0,NEAR OCEAN +-117.23,33.01,18.0,3961.0,511.0,1541.0,470.0,11.1118,500001.0,NEAR OCEAN +-117.26,32.97,25.0,2582.0,495.0,1088.0,471.0,6.4651,500001.0,NEAR OCEAN +-117.26,32.96,36.0,1721.0,264.0,710.0,282.0,10.1768,500001.0,NEAR OCEAN +-117.26,32.95,34.0,1651.0,273.0,650.0,271.0,5.6582,500001.0,NEAR OCEAN +-117.26,32.95,22.0,5484.0,1227.0,1947.0,1012.0,4.4375,500001.0,NEAR OCEAN +-117.3,32.96,30.0,1226.0,205.0,380.0,151.0,4.2875,500001.0,NEAR OCEAN +-117.25,33.01,16.0,3892.0,520.0,1454.0,524.0,7.7317,396000.0,NEAR OCEAN +-117.24,33.0,16.0,2512.0,356.0,795.0,353.0,7.5975,369100.0,NEAR OCEAN +-117.23,32.99,17.0,2718.0,326.0,1011.0,319.0,15.0001,500001.0,NEAR OCEAN +-117.25,32.99,10.0,4926.0,749.0,1478.0,634.0,7.472,439900.0,NEAR OCEAN +-117.25,33.0,14.0,2518.0,458.0,931.0,414.0,5.8393,485300.0,NEAR OCEAN +-117.26,33.0,31.0,2695.0,491.0,1059.0,451.0,4.7841,393500.0,NEAR OCEAN +-117.27,33.0,36.0,2426.0,454.0,1085.0,420.0,5.1523,387800.0,NEAR OCEAN +-117.31,33.0,30.0,1631.0,310.0,665.0,297.0,6.8443,492500.0,NEAR OCEAN +-117.26,32.99,16.0,2127.0,512.0,1532.0,499.0,2.7348,231300.0,NEAR OCEAN +-117.27,32.99,21.0,3318.0,578.0,1273.0,538.0,5.5922,382100.0,NEAR OCEAN +-117.26,32.98,12.0,3900.0,977.0,1690.0,892.0,4.125,226900.0,NEAR OCEAN +-117.31,32.98,17.0,2789.0,648.0,849.0,345.0,4.1012,244700.0,NEAR OCEAN +-117.27,32.98,17.0,1853.0,392.0,351.0,208.0,5.2742,230700.0,NEAR OCEAN +-117.32,33.01,29.0,3584.0,712.0,1619.0,667.0,4.125,394400.0,NEAR OCEAN +-117.28,33.02,21.0,2736.0,585.0,1251.0,576.0,4.2356,347700.0,NEAR OCEAN +-117.27,33.02,13.0,5723.0,1242.0,2450.0,1140.0,4.7179,376700.0,NEAR OCEAN +-117.26,33.04,18.0,2229.0,346.0,1088.0,352.0,6.3525,278300.0,NEAR OCEAN +-117.26,33.04,16.0,3109.0,450.0,1433.0,453.0,6.6319,269600.0,NEAR OCEAN +-117.24,33.04,13.0,3498.0,663.0,1412.0,618.0,3.212,147600.0,NEAR OCEAN +-117.25,33.03,6.0,3416.0,493.0,1319.0,467.0,6.9326,324600.0,NEAR OCEAN +-117.27,33.03,25.0,1787.0,311.0,1108.0,311.0,3.9826,215800.0,NEAR OCEAN +-117.27,33.03,16.0,2240.0,443.0,1104.0,416.0,3.5313,148700.0,NEAR OCEAN +-117.26,33.02,9.0,4632.0,759.0,1724.0,685.0,6.3712,369800.0,NEAR OCEAN +-117.27,33.03,19.0,2899.0,499.0,1356.0,512.0,4.87,220900.0,NEAR OCEAN +-117.27,33.02,21.0,2144.0,340.0,928.0,344.0,5.798,286100.0,NEAR OCEAN +-117.29,33.05,28.0,1146.0,338.0,672.0,292.0,3.1667,300000.0,NEAR OCEAN +-117.28,33.04,12.0,4459.0,928.0,2471.0,888.0,3.5179,252700.0,NEAR OCEAN +-117.27,33.04,27.0,1839.0,392.0,1302.0,404.0,3.55,214600.0,NEAR OCEAN +-117.29,33.04,30.0,2750.0,555.0,1281.0,520.0,4.7333,286900.0,NEAR OCEAN +-117.33,33.03,31.0,1171.0,321.0,603.0,267.0,2.8611,314300.0,NEAR OCEAN +-117.3,33.07,14.0,2670.0,426.0,1034.0,407.0,6.4247,295100.0,NEAR OCEAN +-117.29,33.08,18.0,3225.0,515.0,1463.0,476.0,5.7787,346700.0,NEAR OCEAN +-117.27,33.08,7.0,2949.0,447.0,1335.0,426.0,6.0922,342400.0,NEAR OCEAN +-117.29,33.06,20.0,2110.0,335.0,1008.0,325.0,6.1509,338700.0,NEAR OCEAN +-117.28,33.06,8.0,4172.0,1022.0,2585.0,941.0,4.0118,245800.0,NEAR OCEAN +-117.27,33.06,7.0,3686.0,733.0,1612.0,672.0,3.197,367100.0,NEAR OCEAN +-117.27,33.05,15.0,3333.0,808.0,1371.0,737.0,2.9083,122400.0,NEAR OCEAN +-117.3,33.08,24.0,2628.0,527.0,1389.0,520.0,4.0,343200.0,NEAR OCEAN +-117.34,33.06,17.0,2718.0,518.0,815.0,403.0,4.3182,357100.0,NEAR OCEAN +-117.31,33.07,21.0,2035.0,534.0,948.0,467.0,3.2984,369400.0,NEAR OCEAN +-117.3,33.07,16.0,3147.0,765.0,2165.0,690.0,3.5585,284800.0,NEAR OCEAN +-117.3,33.06,24.0,2171.0,511.0,870.0,442.0,3.194,276300.0,NEAR OCEAN +-117.3,33.06,31.0,2128.0,520.0,1049.0,485.0,4.027,290000.0,NEAR OCEAN +-117.3,33.05,34.0,1797.0,458.0,775.0,391.0,3.2308,331300.0,NEAR OCEAN +-117.33,33.17,11.0,10923.0,2041.0,4773.0,1858.0,4.0791,281300.0,NEAR OCEAN +-117.34,33.16,31.0,2851.0,458.0,1286.0,467.0,4.5694,243700.0,NEAR OCEAN +-117.33,33.16,29.0,3559.0,552.0,1533.0,545.0,4.0585,245500.0,NEAR OCEAN +-117.32,33.15,15.0,13245.0,2212.0,5495.0,2060.0,5.4904,262100.0,NEAR OCEAN +-117.32,33.12,25.0,2670.0,527.0,936.0,461.0,2.7717,354000.0,NEAR OCEAN +-117.31,33.1,15.0,2392.0,446.0,747.0,421.0,3.5341,500001.0,NEAR OCEAN +-117.29,33.13,4.0,617.0,105.0,224.0,105.0,3.9205,183000.0,NEAR OCEAN +-117.31,33.11,7.0,7974.0,1703.0,2904.0,1550.0,4.1282,188100.0,NEAR OCEAN +-117.29,33.12,4.0,1380.0,322.0,755.0,286.0,4.7961,168800.0,NEAR OCEAN +-117.29,33.1,6.0,6091.0,1018.0,2064.0,957.0,5.1837,259800.0,NEAR OCEAN +-117.28,33.1,13.0,2644.0,422.0,1197.0,399.0,6.5338,267900.0,NEAR OCEAN +-117.35,33.17,16.0,4595.0,1341.0,2849.0,1197.0,2.478,185600.0,NEAR OCEAN +-117.34,33.16,24.0,1006.0,277.0,610.0,246.0,2.25,187500.0,NEAR OCEAN +-117.34,33.15,19.0,5710.0,1423.0,4163.0,1406.0,3.0306,178500.0,NEAR OCEAN +-117.35,33.16,22.0,1331.0,305.0,580.0,193.0,3.975,500001.0,NEAR OCEAN +-117.35,33.16,10.0,1684.0,515.0,902.0,449.0,3.7891,206300.0,NEAR OCEAN +-117.34,33.15,17.0,4505.0,1140.0,2111.0,1062.0,3.3536,283300.0,NEAR OCEAN +-117.36,33.18,26.0,5550.0,1153.0,2372.0,1058.0,2.5509,181800.0,NEAR OCEAN +-117.36,33.18,39.0,1546.0,291.0,833.0,308.0,2.8893,185400.0,NEAR OCEAN +-117.35,33.17,36.0,1977.0,423.0,812.0,387.0,3.625,198000.0,NEAR OCEAN +-117.36,33.17,24.0,2046.0,442.0,812.0,367.0,2.3182,500001.0,NEAR OCEAN +-117.37,33.18,19.0,1931.0,509.0,855.0,394.0,2.6979,266700.0,NEAR OCEAN +-117.37,33.19,23.0,4104.0,1274.0,4729.0,1187.0,1.8214,173800.0,NEAR OCEAN +-117.37,33.19,33.0,2205.0,453.0,1138.0,439.0,2.8819,208600.0,NEAR OCEAN +-117.37,33.19,18.0,975.0,382.0,650.0,286.0,1.9562,192500.0,NEAR OCEAN +-117.37,33.19,38.0,861.0,213.0,486.0,204.0,4.1875,185000.0,NEAR OCEAN +-117.38,33.19,35.0,928.0,264.0,538.0,248.0,2.4583,197900.0,NEAR OCEAN +-117.38,33.14,14.0,5039.0,1373.0,1298.0,696.0,3.209,313300.0,NEAR OCEAN +-117.38,33.19,26.0,4123.0,1145.0,1703.0,895.0,1.9891,500000.0,NEAR OCEAN +-117.38,33.2,17.0,1877.0,581.0,1288.0,426.0,1.9386,106300.0,NEAR OCEAN +-117.37,33.2,19.0,928.0,317.0,845.0,319.0,1.6318,187500.0,NEAR OCEAN +-117.38,33.19,17.0,353.0,112.0,359.0,118.0,1.5625,162500.0,NEAR OCEAN +-117.38,33.2,26.0,1427.0,386.0,974.0,317.0,1.3903,184400.0,NEAR OCEAN +-117.36,33.2,19.0,1926.0,557.0,1190.0,483.0,1.3269,166100.0,NEAR OCEAN +-117.36,33.2,19.0,2129.0,562.0,1323.0,525.0,2.9539,169900.0,NEAR OCEAN +-117.36,33.2,26.0,2447.0,482.0,1405.0,486.0,3.2917,150800.0,NEAR OCEAN +-117.35,33.2,23.0,3297.0,728.0,1793.0,622.0,2.5754,169700.0,NEAR OCEAN +-117.35,33.21,24.0,1586.0,262.0,912.0,298.0,4.25,150300.0,NEAR OCEAN +-117.34,33.21,23.0,2062.0,376.0,1302.0,379.0,4.0109,145700.0,NEAR OCEAN +-117.35,33.2,32.0,1251.0,220.0,700.0,232.0,3.9875,142900.0,NEAR OCEAN +-117.34,33.21,12.0,5963.0,1372.0,3015.0,1124.0,2.7386,216100.0,NEAR OCEAN +-117.35,33.19,28.0,2823.0,476.0,1189.0,433.0,5.1733,198100.0,NEAR OCEAN +-117.34,33.19,23.0,3546.0,553.0,1533.0,518.0,5.276,224500.0,NEAR OCEAN +-117.33,33.19,15.0,3672.0,845.0,1827.0,796.0,2.9716,173600.0,NEAR OCEAN +-117.34,33.19,19.0,3575.0,525.0,1654.0,559.0,5.7409,274100.0,NEAR OCEAN +-117.29,33.24,5.0,3109.0,634.0,1823.0,578.0,3.1875,153800.0,<1H OCEAN +-117.3,33.23,13.0,3619.0,791.0,1759.0,806.0,2.765,98500.0,<1H OCEAN +-117.32,33.23,24.0,2580.0,604.0,982.0,569.0,1.6402,169300.0,NEAR OCEAN +-117.31,33.24,6.0,1580.0,288.0,792.0,265.0,4.0469,162400.0,<1H OCEAN +-117.32,33.22,15.0,4784.0,1039.0,1810.0,986.0,2.4375,108900.0,NEAR OCEAN +-117.33,33.22,21.0,2868.0,602.0,855.0,559.0,2.7846,91200.0,NEAR OCEAN +-117.32,33.22,16.0,1057.0,232.0,316.0,221.0,2.7417,91700.0,NEAR OCEAN +-117.33,33.21,17.0,1246.0,300.0,424.0,288.0,2.2882,85800.0,NEAR OCEAN +-117.3,33.22,4.0,14960.0,2988.0,6666.0,2612.0,3.7568,184100.0,NEAR OCEAN +-117.31,33.19,11.0,20944.0,3753.0,8738.0,3441.0,4.3762,215500.0,NEAR OCEAN +-117.29,33.2,16.0,2150.0,461.0,1428.0,407.0,2.4754,157300.0,NEAR OCEAN +-117.31,33.18,16.0,1835.0,430.0,599.0,399.0,2.0147,87700.0,NEAR OCEAN +-117.29,33.19,18.0,6235.0,1233.0,4127.0,1162.0,3.0704,151600.0,NEAR OCEAN +-117.28,33.2,20.0,4835.0,854.0,2983.0,834.0,4.3428,152100.0,NEAR OCEAN +-117.37,33.22,35.0,2204.0,482.0,1435.0,462.0,3.676,125600.0,NEAR OCEAN +-117.35,33.23,4.0,1837.0,287.0,934.0,277.0,3.8958,189800.0,NEAR OCEAN +-117.35,33.21,18.0,2971.0,606.0,2051.0,493.0,2.675,117100.0,NEAR OCEAN +-117.38,33.21,31.0,1502.0,367.0,1514.0,342.0,2.6442,103300.0,NEAR OCEAN +-117.37,33.2,29.0,1315.0,311.0,1425.0,306.0,2.0272,99600.0,NEAR OCEAN +-117.28,33.28,13.0,6131.0,1040.0,4049.0,940.0,3.8156,150700.0,<1H OCEAN +-117.25,33.3,14.0,2513.0,351.0,1151.0,357.0,6.3054,359000.0,<1H OCEAN +-117.26,33.26,9.0,4609.0,798.0,2582.0,746.0,4.3429,173900.0,<1H OCEAN +-117.3,33.26,23.0,1678.0,275.0,1227.0,264.0,4.1713,133800.0,<1H OCEAN +-117.3,33.25,22.0,2329.0,419.0,1456.0,381.0,3.7933,131000.0,<1H OCEAN +-117.31,33.25,14.0,3483.0,764.0,2140.0,687.0,3.125,102300.0,<1H OCEAN +-117.31,33.25,13.0,3075.0,630.0,1843.0,674.0,2.8558,97100.0,<1H OCEAN +-117.32,33.25,7.0,2499.0,420.0,1314.0,398.0,4.85,186900.0,<1H OCEAN +-117.32,33.25,7.0,8206.0,1523.0,4399.0,1423.0,3.6301,170900.0,<1H OCEAN +-117.34,33.23,11.0,3737.0,757.0,2212.0,727.0,3.1062,141000.0,NEAR OCEAN +-117.33,33.23,15.0,2919.0,592.0,1130.0,579.0,2.5872,155600.0,NEAR OCEAN +-117.33,33.23,15.0,1905.0,416.0,1258.0,388.0,3.33,127900.0,NEAR OCEAN +-117.33,33.24,13.0,4543.0,881.0,2298.0,870.0,2.9386,143400.0,NEAR OCEAN +-117.42,33.35,14.0,25135.0,4819.0,35682.0,4769.0,2.5729,134400.0,<1H OCEAN +-117.24,33.34,17.0,2866.0,442.0,1354.0,431.0,4.5764,257300.0,<1H OCEAN +-117.22,33.36,16.0,3165.0,482.0,1351.0,452.0,4.605,263300.0,<1H OCEAN +-117.22,33.31,12.0,2924.0,433.0,1193.0,394.0,6.2475,331300.0,<1H OCEAN +-117.21,33.34,10.0,5294.0,817.0,2312.0,810.0,5.4563,325700.0,<1H OCEAN +-117.19,33.34,15.0,3310.0,488.0,1104.0,460.0,6.1009,314400.0,<1H OCEAN +-117.17,33.34,15.0,3313.0,679.0,1022.0,564.0,2.7986,189900.0,<1H OCEAN +-117.2,33.29,12.0,6358.0,1182.0,2778.0,1020.0,4.0357,295900.0,<1H OCEAN +-117.17,33.28,16.0,1921.0,312.0,862.0,280.0,5.1786,376800.0,<1H OCEAN +-117.25,33.38,16.0,3536.0,765.0,2007.0,687.0,3.0,146700.0,<1H OCEAN +-117.24,33.4,16.0,2704.0,463.0,1322.0,424.0,3.7857,227000.0,<1H OCEAN +-117.23,33.38,18.0,3339.0,704.0,1727.0,652.0,2.8393,173200.0,<1H OCEAN +-117.24,33.38,16.0,2792.0,525.0,1696.0,516.0,3.668,171200.0,<1H OCEAN +-117.25,33.38,17.0,1614.0,431.0,1031.0,389.0,2.0956,134400.0,<1H OCEAN +-117.25,33.39,22.0,2699.0,543.0,1425.0,491.0,2.375,137300.0,<1H OCEAN +-117.26,33.37,7.0,2221.0,548.0,1440.0,501.0,2.2368,154600.0,<1H OCEAN +-117.25,33.37,8.0,1755.0,530.0,1687.0,511.0,1.995,146900.0,<1H OCEAN +-117.24,33.37,14.0,4687.0,793.0,2436.0,779.0,4.5391,180900.0,<1H OCEAN +-117.24,33.36,11.0,2786.0,480.0,1250.0,450.0,4.5,222600.0,<1H OCEAN +-117.25,33.36,6.0,3725.0,960.0,2833.0,915.0,2.3214,247000.0,<1H OCEAN +-117.34,33.46,14.0,1902.0,338.0,848.0,304.0,5.5395,273300.0,<1H OCEAN +-117.19,33.41,16.0,3031.0,554.0,1301.0,518.0,4.0882,296100.0,<1H OCEAN +-117.14,33.39,17.0,2889.0,587.0,1931.0,510.0,3.8547,208300.0,<1H OCEAN +-117.2,33.38,14.0,5392.0,821.0,2350.0,810.0,5.0507,291500.0,<1H OCEAN +-117.1,33.36,19.0,3518.0,658.0,2091.0,610.0,3.2614,168800.0,<1H OCEAN +-116.95,33.31,16.0,2921.0,639.0,1838.0,540.0,2.2393,117000.0,<1H OCEAN +-117.03,33.32,14.0,1088.0,209.0,601.0,193.0,3.8438,243800.0,<1H OCEAN +-117.05,33.29,17.0,1800.0,312.0,891.0,281.0,7.0177,267600.0,<1H OCEAN +-117.05,33.26,14.0,3103.0,569.0,1704.0,539.0,3.7644,264700.0,<1H OCEAN +-117.12,33.27,11.0,3016.0,601.0,1727.0,541.0,4.9375,232800.0,<1H OCEAN +-117.0,33.29,17.0,2073.0,313.0,573.0,221.0,8.2531,419200.0,<1H OCEAN +-116.98,33.26,12.0,5898.0,1002.0,3129.0,945.0,4.7647,254100.0,<1H OCEAN +-116.99,33.2,17.0,2980.0,539.0,1531.0,505.0,3.1553,250000.0,<1H OCEAN +-116.9,33.22,11.0,4132.0,773.0,2012.0,703.0,3.1906,234500.0,<1H OCEAN +-117.14,33.23,11.0,4068.0,829.0,918.0,500.0,3.1272,281300.0,<1H OCEAN +-117.11,33.23,13.0,5819.0,919.0,2228.0,866.0,4.9335,298100.0,<1H OCEAN +-117.08,33.23,14.0,3337.0,571.0,1385.0,512.0,4.15,272200.0,<1H OCEAN +-117.2,33.24,12.0,4992.0,,2106.0,801.0,6.2079,307300.0,<1H OCEAN +-117.15,33.2,16.0,2690.0,459.0,1253.0,393.0,4.0328,294600.0,<1H OCEAN +-117.2,33.2,16.0,4409.0,629.0,1875.0,609.0,5.543,286400.0,<1H OCEAN +-117.22,33.22,17.0,3675.0,672.0,1693.0,597.0,3.3882,190800.0,<1H OCEAN +-117.22,33.22,16.0,2134.0,643.0,1555.0,560.0,1.7217,175000.0,<1H OCEAN +-117.22,33.22,15.0,1430.0,343.0,704.0,322.0,1.9571,162500.0,<1H OCEAN +-117.23,33.24,26.0,1991.0,330.0,1014.0,304.0,4.3068,240100.0,<1H OCEAN +-117.24,33.23,13.0,3756.0,648.0,1767.0,614.0,4.0776,196000.0,<1H OCEAN +-117.24,33.23,21.0,1718.0,308.0,1194.0,312.0,3.4359,150900.0,<1H OCEAN +-117.23,33.23,13.0,2899.0,657.0,1946.0,579.0,2.9875,172000.0,<1H OCEAN +-117.23,33.22,18.0,2334.0,573.0,962.0,557.0,1.808,97000.0,<1H OCEAN +-117.23,33.22,16.0,3224.0,729.0,1036.0,608.0,2.0246,148800.0,<1H OCEAN +-117.24,33.22,20.0,1962.0,334.0,1173.0,349.0,4.1316,162500.0,<1H OCEAN +-117.24,33.21,9.0,2486.0,626.0,1938.0,525.0,2.1293,151400.0,<1H OCEAN +-117.23,33.21,34.0,544.0,108.0,348.0,127.0,4.125,164600.0,<1H OCEAN +-117.25,33.25,6.0,6160.0,993.0,2997.0,1029.0,4.6187,205000.0,<1H OCEAN +-117.27,33.23,5.0,20908.0,3933.0,9690.0,3510.0,4.1405,198500.0,<1H OCEAN +-117.27,33.22,5.0,2283.0,337.0,999.0,325.0,5.0249,196700.0,<1H OCEAN +-117.27,33.22,16.0,1420.0,311.0,470.0,313.0,1.8849,90800.0,<1H OCEAN +-117.28,33.22,13.0,2832.0,542.0,1065.0,531.0,2.3844,98600.0,<1H OCEAN +-117.27,33.21,5.0,5764.0,996.0,3161.0,1012.0,4.4531,177500.0,<1H OCEAN +-117.25,33.22,26.0,2010.0,347.0,1160.0,331.0,3.9815,142600.0,<1H OCEAN +-117.25,33.22,19.0,2167.0,443.0,1654.0,435.0,3.5,135800.0,<1H OCEAN +-117.26,33.21,26.0,1906.0,408.0,1325.0,427.0,3.0197,136000.0,<1H OCEAN +-117.28,33.2,11.0,1472.0,261.0,1012.0,285.0,4.21,175600.0,NEAR OCEAN +-117.27,33.2,23.0,2145.0,379.0,1360.0,404.0,4.2054,150700.0,<1H OCEAN +-117.26,33.2,13.0,3163.0,725.0,1675.0,629.0,2.8214,121900.0,<1H OCEAN +-117.27,33.2,34.0,1852.0,322.0,978.0,332.0,4.3542,156900.0,<1H OCEAN +-117.27,33.19,8.0,973.0,289.0,663.0,209.0,2.724,139300.0,NEAR OCEAN +-117.28,33.19,5.0,2697.0,639.0,1633.0,580.0,3.4456,165800.0,NEAR OCEAN +-117.25,33.21,9.0,1944.0,488.0,1992.0,453.0,2.066,127200.0,<1H OCEAN +-117.24,33.21,19.0,1872.0,489.0,1859.0,446.0,2.1875,121700.0,<1H OCEAN +-117.24,33.21,18.0,1846.0,419.0,1581.0,387.0,3.0982,111300.0,<1H OCEAN +-117.24,33.2,25.0,1631.0,415.0,1045.0,386.0,2.4505,147500.0,<1H OCEAN +-117.24,33.2,26.0,1701.0,404.0,989.0,367.0,2.5119,171700.0,<1H OCEAN +-117.25,33.2,22.0,2361.0,618.0,1472.0,596.0,2.0625,124500.0,<1H OCEAN +-117.25,33.2,10.0,2050.0,473.0,1302.0,471.0,2.7961,131300.0,<1H OCEAN +-117.25,33.21,13.0,1203.0,292.0,1035.0,293.0,2.6339,117000.0,<1H OCEAN +-117.23,33.21,21.0,1934.0,386.0,861.0,381.0,3.6181,213800.0,<1H OCEAN +-117.22,33.21,19.0,4400.0,828.0,1901.0,735.0,3.6375,198800.0,<1H OCEAN +-117.22,33.2,31.0,1736.0,277.0,801.0,292.0,4.4844,205500.0,<1H OCEAN +-117.23,33.2,29.0,3372.0,720.0,1770.0,693.0,3.5109,166000.0,<1H OCEAN +-117.23,33.2,21.0,2284.0,360.0,999.0,356.0,4.8929,212500.0,<1H OCEAN +-117.21,33.2,22.0,3337.0,518.0,1288.0,466.0,5.04,253700.0,<1H OCEAN +-117.22,33.19,16.0,3004.0,656.0,1948.0,606.0,2.7019,216900.0,<1H OCEAN +-117.27,33.18,4.0,3371.0,773.0,1481.0,627.0,2.9133,215700.0,NEAR OCEAN +-117.26,33.19,4.0,2342.0,595.0,1518.0,545.0,2.9469,216100.0,NEAR OCEAN +-117.26,33.19,2.0,2629.0,509.0,1044.0,522.0,4.2361,158500.0,NEAR OCEAN +-117.25,33.19,18.0,1891.0,306.0,830.0,279.0,4.5764,207000.0,<1H OCEAN +-117.24,33.19,19.0,1569.0,351.0,1035.0,352.0,2.9191,159400.0,<1H OCEAN +-117.23,33.19,22.0,2554.0,447.0,1147.0,422.0,3.6346,192500.0,<1H OCEAN +-117.24,33.18,19.0,3337.0,565.0,1646.0,554.0,5.0195,200200.0,<1H OCEAN +-117.3,33.17,6.0,7880.0,1533.0,3760.0,1460.0,4.1807,182600.0,NEAR OCEAN +-117.32,33.17,18.0,2143.0,299.0,828.0,283.0,4.2383,239000.0,NEAR OCEAN +-117.31,33.17,7.0,2349.0,312.0,809.0,282.0,5.552,283900.0,NEAR OCEAN +-117.31,33.16,4.0,5846.0,894.0,2282.0,801.0,5.5956,247800.0,NEAR OCEAN +-117.31,33.16,17.0,1704.0,263.0,781.0,281.0,5.6605,224400.0,NEAR OCEAN +-117.29,33.18,15.0,3780.0,792.0,1632.0,721.0,2.7644,111400.0,NEAR OCEAN +-117.29,33.18,17.0,821.0,176.0,436.0,168.0,3.1667,160600.0,NEAR OCEAN +-117.28,33.18,16.0,3002.0,591.0,842.0,538.0,2.1205,157300.0,NEAR OCEAN +-117.28,33.18,14.0,676.0,118.0,384.0,126.0,6.2096,178100.0,NEAR OCEAN +-117.26,33.18,9.0,4540.0,793.0,2235.0,746.0,4.5781,225600.0,NEAR OCEAN +-117.27,33.15,4.0,23915.0,4135.0,10877.0,3958.0,4.6357,244900.0,NEAR OCEAN +-117.29,33.15,11.0,2560.0,445.0,952.0,448.0,4.0625,87500.0,NEAR OCEAN +-117.24,33.17,4.0,9998.0,1874.0,3925.0,1672.0,4.2826,237500.0,<1H OCEAN +-117.22,33.17,6.0,1487.0,362.0,810.0,322.0,3.625,135700.0,<1H OCEAN +-117.23,33.16,4.0,3066.0,625.0,1164.0,582.0,4.0,228100.0,NEAR OCEAN +-117.23,33.16,2.0,4624.0,946.0,2091.0,808.0,3.6736,214500.0,NEAR OCEAN +-117.22,33.18,13.0,4273.0,886.0,2328.0,801.0,3.3444,183900.0,<1H OCEAN +-117.21,33.17,16.0,1787.0,361.0,1446.0,362.0,3.75,163800.0,<1H OCEAN +-117.21,33.19,21.0,3765.0,612.0,1722.0,593.0,4.8152,218500.0,<1H OCEAN +-117.19,33.18,7.0,3561.0,722.0,1921.0,657.0,4.1128,209700.0,<1H OCEAN +-117.21,33.16,13.0,2937.0,698.0,1246.0,579.0,2.6487,196000.0,<1H OCEAN +-117.2,33.16,13.0,4503.0,1137.0,3094.0,1091.0,2.3159,91600.0,<1H OCEAN +-117.2,33.15,11.0,4091.0,864.0,1927.0,765.0,3.0139,199000.0,<1H OCEAN +-117.2,33.14,19.0,2025.0,414.0,1663.0,403.0,3.8147,139200.0,<1H OCEAN +-117.22,33.14,5.0,4576.0,848.0,2314.0,705.0,5.0123,210400.0,NEAR OCEAN +-117.21,33.14,12.0,4839.0,954.0,1708.0,952.0,2.8586,163300.0,<1H OCEAN +-117.21,33.13,15.0,1889.0,368.0,754.0,409.0,2.2278,132800.0,NEAR OCEAN +-117.17,33.18,25.0,596.0,115.0,426.0,137.0,3.0221,214300.0,<1H OCEAN +-117.18,33.16,15.0,5923.0,1206.0,3943.0,1006.0,3.1793,159900.0,<1H OCEAN +-117.15,33.16,5.0,4750.0,962.0,2726.0,905.0,3.5839,158500.0,<1H OCEAN +-117.14,33.16,16.0,1660.0,,733.0,214.0,5.6874,202700.0,<1H OCEAN +-117.13,33.15,15.0,2241.0,381.0,997.0,390.0,3.4833,193200.0,<1H OCEAN +-117.14,33.15,17.0,1149.0,182.0,702.0,192.0,5.5696,168400.0,<1H OCEAN +-117.14,33.15,16.0,1129.0,198.0,758.0,178.0,5.0346,174600.0,<1H OCEAN +-117.15,33.14,15.0,1070.0,208.0,470.0,217.0,2.3062,158900.0,<1H OCEAN +-117.13,33.15,16.0,3907.0,671.0,1759.0,663.0,3.1776,172600.0,<1H OCEAN +-117.13,33.14,16.0,1649.0,278.0,993.0,277.0,4.8526,170700.0,<1H OCEAN +-117.13,33.14,5.0,2618.0,539.0,1320.0,512.0,4.1053,171400.0,<1H OCEAN +-117.12,33.14,16.0,1710.0,272.0,1025.0,267.0,4.1641,163600.0,<1H OCEAN +-117.12,33.14,12.0,2363.0,408.0,1211.0,396.0,3.8967,172600.0,<1H OCEAN +-117.13,33.14,12.0,2258.0,456.0,1147.0,433.0,4.0495,153900.0,<1H OCEAN +-117.19,33.14,12.0,3652.0,923.0,1677.0,728.0,2.3267,92000.0,<1H OCEAN +-117.18,33.15,7.0,6225.0,1683.0,5410.0,1580.0,2.32,117500.0,<1H OCEAN +-117.21,33.13,19.0,3068.0,596.0,912.0,554.0,3.775,168000.0,NEAR OCEAN +-117.2,33.12,18.0,4372.0,736.0,1473.0,675.0,5.1194,247800.0,NEAR OCEAN +-117.21,33.12,4.0,3261.0,689.0,926.0,561.0,4.3672,258900.0,NEAR OCEAN +-117.18,33.11,16.0,3470.0,601.0,1197.0,552.0,5.1814,279900.0,NEAR OCEAN +-117.25,33.12,8.0,8552.0,1437.0,3335.0,1323.0,5.311,255800.0,NEAR OCEAN +-117.24,33.11,10.0,3487.0,545.0,1410.0,557.0,6.0336,240300.0,NEAR OCEAN +-117.23,33.1,4.0,1862.0,291.0,685.0,248.0,7.745,237400.0,NEAR OCEAN +-117.25,33.1,14.0,3676.0,720.0,1176.0,614.0,3.9464,171900.0,NEAR OCEAN +-117.26,33.09,22.0,2398.0,407.0,349.0,169.0,7.0423,500001.0,NEAR OCEAN +-117.26,33.09,13.0,3730.0,761.0,1335.0,603.0,4.1667,227100.0,NEAR OCEAN +-117.23,33.09,7.0,5320.0,855.0,2015.0,768.0,6.3373,279600.0,NEAR OCEAN +-117.25,33.08,13.0,3651.0,465.0,1311.0,435.0,7.5402,340300.0,NEAR OCEAN +-117.25,33.08,14.0,7208.0,1012.0,3097.0,1014.0,6.617,285200.0,NEAR OCEAN +-117.26,33.08,12.0,5080.0,814.0,1958.0,716.0,5.3905,299600.0,NEAR OCEAN +-117.09,33.13,9.0,5685.0,1442.0,3773.0,1250.0,3.0426,129900.0,<1H OCEAN +-117.08,33.14,15.0,1497.0,250.0,827.0,239.0,4.3846,154200.0,<1H OCEAN +-117.08,33.14,11.0,1430.0,292.0,921.0,294.0,4.2357,160900.0,<1H OCEAN +-117.07,33.14,16.0,2546.0,429.0,1683.0,408.0,4.7426,160600.0,<1H OCEAN +-117.07,33.15,17.0,1893.0,297.0,936.0,287.0,5.1842,157700.0,<1H OCEAN +-117.06,33.15,24.0,2155.0,379.0,1158.0,360.0,4.7941,147500.0,<1H OCEAN +-117.11,33.19,15.0,3154.0,488.0,1656.0,429.0,5.0461,222400.0,<1H OCEAN +-117.03,33.18,17.0,5391.0,886.0,2732.0,830.0,5.1771,212800.0,<1H OCEAN +-117.06,33.17,4.0,5465.0,974.0,2844.0,950.0,4.4477,174800.0,<1H OCEAN +-117.1,33.17,12.0,2465.0,412.0,1226.0,428.0,5.4819,183800.0,<1H OCEAN +-117.08,33.16,11.0,6341.0,1030.0,2697.0,977.0,4.8554,206700.0,<1H OCEAN +-117.07,33.15,15.0,2994.0,522.0,1231.0,503.0,3.2024,180400.0,<1H OCEAN +-117.08,33.14,19.0,2629.0,494.0,1444.0,503.0,3.5462,156800.0,<1H OCEAN +-117.09,33.15,13.0,3958.0,865.0,1981.0,840.0,3.4764,137500.0,<1H OCEAN +-117.07,33.13,17.0,6817.0,1632.0,4526.0,1474.0,2.6152,135300.0,<1H OCEAN +-117.07,33.13,33.0,555.0,165.0,612.0,176.0,2.1786,137500.0,<1H OCEAN +-117.06,33.14,27.0,3819.0,674.0,2447.0,717.0,3.8185,137200.0,<1H OCEAN +-117.05,33.13,20.0,7746.0,2035.0,5370.0,1838.0,2.3762,98500.0,<1H OCEAN +-117.04,33.15,15.0,13814.0,2888.0,6583.0,2789.0,2.8247,150000.0,<1H OCEAN +-117.05,33.14,16.0,4552.0,1166.0,2737.0,1051.0,2.25,136300.0,<1H OCEAN +-117.06,33.13,12.0,8742.0,2114.0,4854.0,1957.0,2.8015,143500.0,<1H OCEAN +-117.08,33.13,17.0,8466.0,2628.0,7014.0,2267.0,2.1437,113700.0,<1H OCEAN +-117.08,33.12,43.0,107.0,44.0,107.0,48.0,0.7054,137500.0,<1H OCEAN +-117.11,33.15,14.0,8374.0,1407.0,2916.0,1295.0,4.7019,191100.0,<1H OCEAN +-117.1,33.15,5.0,3159.0,685.0,1398.0,581.0,3.1467,161100.0,<1H OCEAN +-117.12,33.15,7.0,2810.0,464.0,1564.0,457.0,4.4655,182800.0,<1H OCEAN +-117.14,33.18,11.0,5546.0,974.0,2300.0,970.0,3.7109,199800.0,<1H OCEAN +-117.1,33.14,7.0,10665.0,2576.0,4917.0,2424.0,2.3171,159500.0,<1H OCEAN +-117.11,33.14,10.0,3208.0,636.0,1395.0,582.0,3.4455,190500.0,<1H OCEAN +-117.14,33.12,7.0,6126.0,1032.0,2662.0,923.0,4.9005,264000.0,<1H OCEAN +-117.13,33.13,17.0,3164.0,652.0,1123.0,699.0,2.082,80000.0,<1H OCEAN +-117.11,33.12,46.0,52.0,13.0,59.0,13.0,3.875,200000.0,<1H OCEAN +-117.1,33.12,12.0,961.0,342.0,315.0,201.0,0.813,275000.0,<1H OCEAN +-117.11,33.11,17.0,2641.0,627.0,1167.0,647.0,2.2875,132400.0,<1H OCEAN +-117.14,33.07,12.0,9302.0,1603.0,4074.0,1504.0,4.3513,199600.0,<1H OCEAN +-117.12,33.07,45.0,1032.0,235.0,363.0,177.0,3.6389,186600.0,<1H OCEAN +-117.1,33.07,16.0,2402.0,336.0,1080.0,365.0,8.6803,347300.0,<1H OCEAN +-117.07,33.07,8.0,2756.0,343.0,1045.0,340.0,8.5957,444100.0,<1H OCEAN +-117.1,33.09,5.0,12045.0,2162.0,5640.0,1997.0,4.4375,353000.0,<1H OCEAN +-117.08,33.08,23.0,3400.0,501.0,1383.0,488.0,4.9844,249100.0,<1H OCEAN +-117.09,33.1,21.0,2876.0,539.0,1387.0,499.0,3.8292,177000.0,<1H OCEAN +-117.08,33.09,23.0,3792.0,624.0,1988.0,658.0,4.7566,178300.0,<1H OCEAN +-117.09,33.12,11.0,567.0,184.0,620.0,163.0,2.5284,122500.0,<1H OCEAN +-117.08,33.11,31.0,1356.0,324.0,1301.0,331.0,2.5331,115100.0,<1H OCEAN +-117.08,33.11,28.0,2094.0,585.0,1556.0,563.0,2.2,127700.0,<1H OCEAN +-117.09,33.11,32.0,1713.0,321.0,891.0,286.0,3.1429,171600.0,<1H OCEAN +-117.08,33.12,37.0,1060.0,268.0,823.0,229.0,1.8363,145500.0,<1H OCEAN +-117.07,33.11,31.0,2055.0,473.0,1326.0,427.0,3.0915,139900.0,<1H OCEAN +-117.08,33.11,31.0,1832.0,444.0,1669.0,463.0,2.2146,116700.0,<1H OCEAN +-117.08,33.12,33.0,674.0,208.0,565.0,188.0,1.875,114300.0,<1H OCEAN +-117.07,33.12,21.0,4578.0,927.0,2818.0,900.0,3.1458,187700.0,<1H OCEAN +-117.07,33.12,32.0,2474.0,499.0,1224.0,461.0,2.7216,146300.0,<1H OCEAN +-117.07,33.12,12.0,2453.0,599.0,1251.0,529.0,2.4122,127000.0,<1H OCEAN +-117.07,33.11,17.0,5565.0,1237.0,3004.0,1139.0,3.0054,142300.0,<1H OCEAN +-117.06,33.09,11.0,7483.0,1276.0,3516.0,1261.0,4.0484,262500.0,<1H OCEAN +-117.03,33.13,15.0,7000.0,1185.0,3555.0,1118.0,4.7022,172800.0,<1H OCEAN +-116.97,33.13,10.0,5149.0,851.0,2177.0,783.0,6.7957,287500.0,<1H OCEAN +-117.05,33.13,17.0,2385.0,372.0,1118.0,369.0,4.2813,169900.0,<1H OCEAN +-117.05,33.11,18.0,4393.0,642.0,2095.0,677.0,5.4786,223500.0,<1H OCEAN +-117.05,33.13,22.0,2427.0,390.0,1099.0,362.0,5.2323,167500.0,<1H OCEAN +-117.05,33.1,13.0,5516.0,746.0,2119.0,662.0,6.1868,320200.0,<1H OCEAN +-117.03,33.12,25.0,3142.0,446.0,1286.0,419.0,5.4663,248300.0,<1H OCEAN +-117.04,33.09,16.0,4677.0,581.0,1902.0,566.0,6.1834,335600.0,<1H OCEAN +-116.93,33.06,16.0,3490.0,545.0,1628.0,535.0,4.8836,239900.0,<1H OCEAN +-116.89,32.99,14.0,2816.0,501.0,1448.0,452.0,5.0278,210900.0,<1H OCEAN +-116.95,32.96,18.0,2087.0,353.0,992.0,329.0,4.5,222600.0,<1H OCEAN +-116.84,33.08,15.0,2755.0,519.0,1474.0,460.0,4.0408,225900.0,<1H OCEAN +-116.77,33.08,13.0,1406.0,260.0,737.0,279.0,5.5842,239100.0,<1H OCEAN +-116.78,33.0,7.0,12480.0,1946.0,5102.0,1697.0,5.5102,221000.0,<1H OCEAN +-116.84,33.01,5.0,5673.0,855.0,2592.0,797.0,5.4155,199200.0,<1H OCEAN +-116.88,33.05,11.0,7217.0,1583.0,4197.0,1502.0,2.8827,166700.0,<1H OCEAN +-116.88,33.02,16.0,3204.0,541.0,1818.0,529.0,5.2596,171500.0,<1H OCEAN +-116.9,33.03,11.0,3213.0,634.0,1975.0,579.0,3.475,167200.0,<1H OCEAN +-116.86,33.05,17.0,9044.0,1689.0,5030.0,1596.0,3.6348,164500.0,<1H OCEAN +-116.86,33.02,17.0,401.0,68.0,251.0,69.0,4.6518,170200.0,<1H OCEAN +-116.84,33.02,11.0,1227.0,202.0,645.0,198.0,5.6674,209800.0,<1H OCEAN +-116.74,33.33,17.0,4190.0,946.0,1802.0,673.0,2.4744,158200.0,INLAND +-116.68,33.16,26.0,1820.0,374.0,1001.0,324.0,2.1797,156300.0,INLAND +-116.6,33.06,23.0,1731.0,365.0,612.0,258.0,2.7813,172900.0,INLAND +-116.58,33.09,36.0,992.0,224.0,334.0,126.0,3.0089,134400.0,INLAND +-116.56,33.05,15.0,1985.0,361.0,536.0,209.0,4.125,148200.0,INLAND +-116.61,33.04,11.0,2522.0,538.0,616.0,269.0,3.875,198100.0,INLAND +-116.66,33.09,24.0,1378.0,272.0,532.0,188.0,1.5909,221900.0,INLAND +-116.67,32.97,16.0,349.0,74.0,120.0,43.0,5.359,193800.0,<1H OCEAN +-116.52,32.9,18.0,4454.0,852.0,1754.0,656.0,4.57,189900.0,INLAND +-116.34,33.36,24.0,2746.0,514.0,731.0,295.0,3.3214,176400.0,INLAND +-116.32,33.28,19.0,1791.0,367.0,327.0,185.0,3.3625,100000.0,INLAND +-116.26,33.07,17.0,934.0,284.0,452.0,184.0,1.9875,83700.0,INLAND +-116.28,32.84,18.0,382.0,128.0,194.0,69.0,2.5179,58800.0,INLAND +-116.37,33.19,12.0,4890.0,1152.0,1289.0,570.0,2.5795,98700.0,INLAND +-116.58,32.69,19.0,4085.0,876.0,2133.0,718.0,2.919,116500.0,INLAND +-116.45,32.65,22.0,2680.0,643.0,1644.0,516.0,2.1949,127100.0,INLAND +-116.35,32.74,16.0,2595.0,606.0,1046.0,367.0,1.7137,110700.0,INLAND +-116.2,32.64,28.0,1608.0,409.0,567.0,254.0,1.4648,61800.0,INLAND +-116.75,32.85,17.0,4863.0,845.0,2266.0,769.0,4.2321,217400.0,<1H OCEAN +-116.79,32.84,12.0,4281.0,786.0,1891.0,721.0,3.5769,231800.0,<1H OCEAN +-116.76,32.84,16.0,3311.0,702.0,1627.0,624.0,3.1196,187200.0,<1H OCEAN +-116.77,32.82,16.0,3688.0,817.0,1969.0,767.0,2.875,222900.0,<1H OCEAN +-116.75,32.82,17.0,3348.0,481.0,1222.0,443.0,6.6361,308600.0,<1H OCEAN +-116.8,32.8,11.0,3874.0,565.0,1672.0,546.0,6.1481,274600.0,<1H OCEAN +-116.62,32.86,18.0,4115.0,847.0,2032.0,745.0,4.0159,169100.0,<1H OCEAN +-116.66,32.79,13.0,843.0,,918.0,152.0,6.2152,240600.0,<1H OCEAN +-116.87,32.75,15.0,2053.0,321.0,993.0,309.0,5.5164,248900.0,<1H OCEAN +-116.91,32.73,8.0,4630.0,624.0,2048.0,575.0,6.4745,300300.0,<1H OCEAN +-116.87,32.72,13.0,3268.0,491.0,1431.0,503.0,5.7652,259900.0,<1H OCEAN +-116.89,32.67,9.0,2652.0,393.0,1355.0,362.0,6.2578,293100.0,<1H OCEAN +-116.76,32.74,14.0,4085.0,751.0,2129.0,688.0,4.7367,214500.0,<1H OCEAN +-116.79,32.61,19.0,2652.0,520.0,1421.0,491.0,3.5227,206100.0,<1H OCEAN +-122.41,37.81,25.0,1178.0,545.0,592.0,441.0,3.6728,500001.0,NEAR BAY +-122.41,37.81,31.0,3991.0,1311.0,2305.0,1201.0,1.8981,500001.0,NEAR BAY +-122.42,37.81,52.0,1314.0,317.0,473.0,250.0,4.3472,500001.0,NEAR BAY +-122.42,37.8,52.0,2852.0,581.0,838.0,510.0,8.0755,500001.0,NEAR BAY +-122.42,37.8,52.0,4985.0,1355.0,1848.0,1255.0,4.9211,500001.0,NEAR BAY +-122.42,37.8,50.0,2494.0,731.0,958.0,712.0,3.2356,500001.0,NEAR BAY +-122.42,37.8,52.0,741.0,170.0,277.0,165.0,4.4712,500001.0,NEAR BAY +-122.41,37.8,52.0,2583.0,672.0,1335.0,613.0,3.1477,500001.0,NEAR BAY +-122.41,37.8,52.0,2618.0,611.0,1328.0,559.0,4.1607,350000.0,NEAR BAY +-122.41,37.8,52.0,3278.0,775.0,1279.0,709.0,5.4378,500001.0,NEAR BAY +-122.41,37.8,52.0,812.0,252.0,629.0,247.0,2.5875,500001.0,NEAR BAY +-122.41,37.8,52.0,4088.0,946.0,1906.0,863.0,3.6065,433300.0,NEAR BAY +-122.41,37.8,52.0,1288.0,309.0,437.0,272.0,6.3245,500001.0,NEAR BAY +-122.4,37.8,52.0,1860.0,575.0,679.0,448.0,4.775,500001.0,NEAR BAY +-122.4,37.8,52.0,2094.0,568.0,920.0,503.0,4.2015,412500.0,NEAR BAY +-122.4,37.81,12.0,1349.0,349.0,536.0,334.0,7.7852,250000.0,NEAR BAY +-122.41,37.8,52.0,2450.0,741.0,1415.0,664.0,2.8229,375000.0,NEAR BAY +-122.4,37.8,52.0,1642.0,570.0,1432.0,513.0,1.9063,300000.0,NEAR BAY +-122.41,37.8,52.0,1394.0,395.0,1700.0,400.0,2.75,168800.0,NEAR BAY +-122.41,37.8,52.0,1724.0,416.0,1016.0,395.0,3.3839,400000.0,NEAR BAY +-122.41,37.8,52.0,1866.0,748.0,2957.0,710.0,1.8295,243800.0,NEAR BAY +-122.41,37.8,30.0,1821.0,738.0,1648.0,684.0,0.8836,450000.0,NEAR BAY +-122.41,37.8,52.0,3697.0,837.0,1446.0,711.0,5.866,500001.0,NEAR BAY +-122.41,37.8,52.0,2892.0,751.0,1785.0,733.0,3.5746,350000.0,NEAR BAY +-122.41,37.79,52.0,3598.0,1011.0,2062.0,966.0,2.9871,380000.0,NEAR BAY +-122.42,37.8,52.0,2797.0,685.0,1156.0,651.0,4.3472,500001.0,NEAR BAY +-122.42,37.8,52.0,3823.0,1040.0,1830.0,977.0,4.2458,450000.0,NEAR BAY +-122.42,37.8,52.0,3321.0,1115.0,1576.0,1034.0,2.0987,458300.0,NEAR BAY +-122.42,37.8,52.0,1777.0,486.0,932.0,427.0,3.3643,420000.0,NEAR BAY +-122.42,37.8,52.0,3067.0,870.0,2122.0,850.0,2.5603,287500.0,NEAR BAY +-122.42,37.79,52.0,3457.0,1021.0,2286.0,994.0,2.565,225000.0,NEAR BAY +-122.42,37.79,52.0,3364.0,1100.0,2112.0,1045.0,2.1343,400000.0,NEAR BAY +-122.42,37.79,52.0,3511.0,1232.0,2452.0,1131.0,2.5013,275000.0,NEAR BAY +-122.41,37.79,52.0,2909.0,851.0,1711.0,830.0,3.0296,500001.0,NEAR BAY +-122.41,37.79,52.0,3302.0,869.0,1178.0,727.0,3.3681,500001.0,NEAR BAY +-122.41,37.79,52.0,2161.0,544.0,904.0,431.0,3.5066,350000.0,NEAR BAY +-122.41,37.8,52.0,1999.0,642.0,1846.0,620.0,1.9145,225000.0,NEAR BAY +-122.41,37.79,52.0,2302.0,938.0,1515.0,861.0,1.3668,55000.0,NEAR BAY +-122.41,37.8,52.0,3260.0,1535.0,3260.0,1457.0,0.9,500001.0,NEAR BAY +-122.39,37.8,25.0,4561.0,1474.0,1525.0,1169.0,4.5581,500001.0,NEAR BAY +-122.4,37.79,52.0,1185.0,660.0,1007.0,623.0,1.4552,450000.0,NEAR BAY +-122.41,37.79,52.0,1436.0,738.0,1688.0,662.0,1.5156,237500.0,NEAR BAY +-122.41,37.79,52.0,3610.0,1286.0,1504.0,1047.0,3.2059,500001.0,NEAR BAY +-122.41,37.79,52.0,6016.0,2509.0,3436.0,2119.0,2.5166,275000.0,NEAR BAY +-122.42,37.79,52.0,2737.0,1241.0,1761.0,1029.0,1.8068,225000.0,NEAR BAY +-122.41,37.79,52.0,5783.0,2747.0,4518.0,2538.0,1.724,225000.0,NEAR BAY +-122.42,37.78,26.0,812.0,507.0,628.0,445.0,2.3304,500001.0,NEAR BAY +-122.42,37.78,27.0,1728.0,884.0,1211.0,752.0,0.8543,500001.0,NEAR BAY +-122.43,37.81,39.0,3275.0,837.0,1137.0,725.0,3.7679,500001.0,NEAR BAY +-122.44,37.8,52.0,3830.0,,1310.0,963.0,3.4801,500001.0,NEAR BAY +-122.44,37.8,52.0,1724.0,412.0,540.0,319.0,4.2857,500001.0,NEAR BAY +-122.43,37.81,52.0,4309.0,942.0,1297.0,798.0,4.6781,500001.0,NEAR BAY +-122.45,37.81,52.0,1375.0,322.0,287.0,184.0,3.9028,500001.0,NEAR BAY +-122.44,37.8,52.0,2869.0,594.0,500.0,335.0,5.0376,500001.0,NEAR BAY +-122.44,37.8,52.0,3257.0,735.0,1045.0,620.0,4.5523,500001.0,NEAR BAY +-122.44,37.8,52.0,1580.0,470.0,714.0,448.0,3.2447,500001.0,NEAR BAY +-122.44,37.8,52.0,1006.0,291.0,445.0,257.0,2.7717,500000.0,NEAR BAY +-122.44,37.8,52.0,3149.0,719.0,1145.0,658.0,4.625,500001.0,NEAR BAY +-122.44,37.8,52.0,3161.0,472.0,842.0,410.0,7.9761,500001.0,NEAR BAY +-122.44,37.8,52.0,2865.0,593.0,1029.0,577.0,5.2539,500001.0,NEAR BAY +-122.44,37.8,52.0,1603.0,487.0,727.0,464.0,3.9856,500001.0,NEAR BAY +-122.43,37.8,52.0,3172.0,848.0,1259.0,806.0,4.1047,466700.0,NEAR BAY +-122.43,37.8,52.0,2788.0,813.0,1302.0,764.0,4.199,400000.0,NEAR BAY +-122.43,37.8,52.0,2994.0,821.0,1240.0,779.0,3.3715,500000.0,NEAR BAY +-122.43,37.8,52.0,1976.0,726.0,1045.0,669.0,3.6893,475000.0,NEAR BAY +-122.43,37.8,52.0,1006.0,251.0,349.0,233.0,3.2235,500000.0,NEAR BAY +-122.43,37.8,52.0,1380.0,322.0,553.0,288.0,4.0417,500001.0,NEAR BAY +-122.42,37.8,52.0,2657.0,772.0,1014.0,685.0,4.038,500001.0,NEAR BAY +-122.43,37.8,52.0,2696.0,572.0,925.0,552.0,5.0365,500000.0,NEAR BAY +-122.43,37.8,52.0,2520.0,649.0,959.0,607.0,5.7934,500001.0,NEAR BAY +-122.43,37.8,52.0,2802.0,622.0,954.0,572.0,4.5399,500001.0,NEAR BAY +-122.42,37.8,52.0,4079.0,1112.0,1466.0,1024.0,4.5913,500001.0,NEAR BAY +-122.42,37.79,48.0,4506.0,1342.0,1980.0,1239.0,4.0156,500001.0,NEAR BAY +-122.43,37.79,52.0,3565.0,892.0,1377.0,852.0,3.8068,500001.0,NEAR BAY +-122.43,37.79,52.0,3486.0,847.0,1248.0,813.0,7.2623,500001.0,NEAR BAY +-122.43,37.79,52.0,6186.0,1566.0,2065.0,1374.0,5.8543,500001.0,NEAR BAY +-122.44,37.79,52.0,1979.0,359.0,648.0,370.0,5.3124,500001.0,NEAR BAY +-122.44,37.79,52.0,1335.0,151.0,402.0,157.0,10.8783,500001.0,NEAR BAY +-122.44,37.79,52.0,2045.0,353.0,722.0,327.0,8.0755,500001.0,NEAR BAY +-122.44,37.79,52.0,1447.0,186.0,483.0,181.0,15.0001,500001.0,NEAR BAY +-122.45,37.79,52.0,2196.0,280.0,668.0,291.0,10.0914,500001.0,NEAR BAY +-122.45,37.79,52.0,3069.0,579.0,1107.0,536.0,5.5634,500001.0,NEAR BAY +-122.45,37.79,52.0,1734.0,482.0,731.0,429.0,1.4804,425000.0,NEAR BAY +-122.45,37.79,52.0,1457.0,215.0,495.0,208.0,10.7097,500001.0,NEAR BAY +-122.46,37.79,52.0,899.0,96.0,304.0,110.0,14.2959,500001.0,NEAR BAY +-122.46,37.79,52.0,2106.0,373.0,743.0,348.0,5.2909,500001.0,NEAR BAY +-122.44,37.79,52.0,1817.0,535.0,800.0,487.0,3.975,500001.0,NEAR BAY +-122.44,37.79,52.0,3640.0,840.0,1525.0,796.0,4.4375,500001.0,NEAR BAY +-122.44,37.79,52.0,3785.0,808.0,1371.0,799.0,6.4209,500001.0,NEAR BAY +-122.43,37.79,52.0,3522.0,938.0,1319.0,887.0,4.3986,500001.0,NEAR BAY +-122.43,37.79,52.0,3219.0,969.0,1152.0,830.0,4.2042,500001.0,NEAR BAY +-122.42,37.79,52.0,2511.0,895.0,1202.0,804.0,2.6607,87500.0,NEAR BAY +-122.42,37.79,6.0,670.0,301.0,655.0,284.0,3.4423,117500.0,NEAR BAY +-122.43,37.79,50.0,3312.0,1095.0,1475.0,997.0,2.7165,500001.0,NEAR BAY +-122.43,37.79,52.0,3020.0,842.0,1294.0,769.0,3.4375,500001.0,NEAR BAY +-122.43,37.79,25.0,1637.0,394.0,649.0,379.0,5.0049,460000.0,NEAR BAY +-122.44,37.79,52.0,1903.0,461.0,831.0,433.0,4.4464,500001.0,NEAR BAY +-122.44,37.79,52.0,2083.0,491.0,1224.0,483.0,4.0882,468800.0,NEAR BAY +-122.44,37.79,52.0,1726.0,384.0,614.0,356.0,3.6812,500000.0,NEAR BAY +-122.44,37.78,52.0,2695.0,657.0,1243.0,573.0,2.8569,372200.0,NEAR BAY +-122.45,37.78,45.0,2747.0,699.0,1320.0,693.0,3.1576,333300.0,NEAR BAY +-122.45,37.79,46.0,2009.0,464.0,761.0,453.0,3.7188,500001.0,NEAR BAY +-122.45,37.78,52.0,3975.0,716.0,1515.0,691.0,5.0156,500001.0,NEAR BAY +-122.43,37.79,24.0,2459.0,1001.0,1362.0,957.0,2.6782,450000.0,NEAR BAY +-122.43,37.78,10.0,2380.0,843.0,1245.0,789.0,1.3062,220000.0,NEAR BAY +-122.44,37.78,39.0,1181.0,310.0,901.0,281.0,1.4866,237500.0,NEAR BAY +-122.45,37.78,52.0,1345.0,291.0,560.0,294.0,3.7159,494400.0,NEAR BAY +-122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,355300.0,NEAR BAY +-122.46,37.78,47.0,1682.0,379.0,837.0,375.0,5.2806,400000.0,NEAR BAY +-122.44,37.78,37.0,1235.0,314.0,481.0,297.0,3.6875,492300.0,NEAR BAY +-122.44,37.78,52.0,3510.0,791.0,1703.0,657.0,2.8654,280000.0,NEAR BAY +-122.44,37.78,44.0,1545.0,334.0,561.0,326.0,3.875,412500.0,NEAR BAY +-122.45,37.78,43.0,1452.0,397.0,897.0,393.0,4.1319,322700.0,NEAR BAY +-122.45,37.78,48.0,1013.0,194.0,464.0,205.0,3.2011,428300.0,NEAR BAY +-122.45,37.78,52.0,2033.0,438.0,2198.0,418.0,3.6667,418400.0,NEAR BAY +-122.44,37.78,16.0,883.0,236.0,601.0,219.0,2.151,146900.0,NEAR BAY +-122.43,37.78,49.0,2246.0,587.0,1277.0,546.0,2.9792,350000.0,NEAR BAY +-122.44,37.78,52.0,3017.0,851.0,1588.0,800.0,3.3882,471400.0,NEAR BAY +-122.44,37.78,52.0,2747.0,736.0,1309.0,653.0,2.943,341700.0,NEAR BAY +-122.44,37.78,52.0,1118.0,279.0,514.0,284.0,2.4196,346200.0,NEAR BAY +-122.44,37.78,31.0,1364.0,386.0,707.0,379.0,3.1607,293800.0,NEAR BAY +-122.43,37.78,26.0,3587.0,1034.0,1821.0,936.0,2.6392,287500.0,NEAR BAY +-122.43,37.78,2.0,1205.0,468.0,577.0,363.0,3.6437,275000.0,NEAR BAY +-122.42,37.78,19.0,4065.0,1645.0,2079.0,1470.0,3.1462,187500.0,NEAR BAY +-122.42,37.78,17.0,1257.0,339.0,1093.0,384.0,1.8438,72500.0,NEAR BAY +-122.43,37.78,17.0,2728.0,908.0,1670.0,893.0,1.077,115000.0,NEAR BAY +-122.43,37.78,24.0,2037.0,696.0,1371.0,585.0,0.9355,112500.0,NEAR BAY +-122.42,37.78,52.0,989.0,425.0,634.0,341.0,2.4414,275000.0,NEAR BAY +-122.42,37.78,52.0,1254.0,469.0,895.0,456.0,2.1516,187500.0,NEAR BAY +-122.43,37.78,29.0,1310.0,364.0,1009.0,379.0,1.3844,177500.0,NEAR BAY +-122.43,37.78,52.0,1952.0,628.0,1284.0,576.0,2.105,316700.0,NEAR BAY +-122.43,37.78,52.0,4014.0,1069.0,2070.0,927.0,2.8202,442900.0,NEAR BAY +-122.43,37.77,52.0,3944.0,1072.0,1913.0,973.0,2.9567,425000.0,NEAR BAY +-122.44,37.78,52.0,2911.0,753.0,1696.0,676.0,2.5721,475000.0,NEAR BAY +-122.44,37.77,52.0,2705.0,647.0,1355.0,628.0,2.0161,364300.0,NEAR BAY +-122.45,37.77,52.0,2339.0,548.0,1090.0,507.0,3.3679,350000.0,NEAR BAY +-122.45,37.77,52.0,3188.0,708.0,1526.0,664.0,3.3068,500001.0,NEAR BAY +-122.45,37.77,52.0,1722.0,465.0,885.0,437.0,3.0906,500001.0,NEAR BAY +-122.44,37.77,52.0,3475.0,807.0,1518.0,777.0,3.6186,500001.0,NEAR BAY +-122.45,37.77,52.0,2296.0,509.0,1039.0,472.0,4.1417,500000.0,NEAR BAY +-122.45,37.77,52.0,2191.0,627.0,1100.0,585.0,3.0409,500000.0,NEAR BAY +-122.45,37.77,52.0,2645.0,626.0,1275.0,553.0,3.35,492900.0,NEAR BAY +-122.43,37.77,52.0,3563.0,832.0,1712.0,787.0,3.3702,335700.0,NEAR BAY +-122.43,37.77,52.0,1760.0,366.0,742.0,318.0,4.445,400000.0,NEAR BAY +-122.44,37.77,52.0,2002.0,520.0,939.0,501.0,3.2239,488900.0,NEAR BAY +-122.44,37.77,52.0,2994.0,736.0,1428.0,700.0,3.0766,438900.0,NEAR BAY +-122.42,37.77,52.0,1086.0,349.0,589.0,361.0,2.5186,250000.0,NEAR BAY +-122.42,37.77,52.0,1925.0,568.0,867.0,515.0,2.879,450000.0,NEAR BAY +-122.43,37.77,52.0,1567.0,482.0,654.0,425.0,2.6914,366700.0,NEAR BAY +-122.43,37.77,52.0,2514.0,729.0,1428.0,597.0,2.3977,412500.0,NEAR BAY +-122.43,37.77,52.0,2416.0,620.0,1188.0,591.0,2.3887,337500.0,NEAR BAY +-122.43,37.77,52.0,1862.0,472.0,872.0,471.0,3.2981,222700.0,NEAR BAY +-122.43,37.77,52.0,4397.0,1116.0,1939.0,1053.0,2.7587,354500.0,NEAR BAY +-122.43,37.77,52.0,2685.0,629.0,1170.0,614.0,3.6894,418800.0,NEAR BAY +-122.44,37.77,52.0,2537.0,559.0,849.0,530.0,5.1788,476900.0,NEAR BAY +-122.44,37.77,52.0,5604.0,1268.0,2023.0,1196.0,4.4085,400000.0,NEAR BAY +-122.44,37.76,38.0,2202.0,452.0,833.0,435.0,6.8939,455900.0,NEAR BAY +-122.44,37.77,52.0,3225.0,667.0,1494.0,619.0,4.4875,500001.0,NEAR BAY +-122.44,37.77,52.0,3505.0,745.0,1374.0,714.0,4.3667,500001.0,NEAR BAY +-122.45,37.76,50.0,2518.0,507.0,979.0,516.0,4.6912,500001.0,NEAR BAY +-122.45,37.76,52.0,1457.0,292.0,621.0,315.0,4.6477,450000.0,NEAR BAY +-122.45,37.77,52.0,3095.0,682.0,1269.0,639.0,3.575,500001.0,NEAR BAY +-122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,500001.0,NEAR BAY +-122.41,37.78,52.0,1928.0,836.0,2124.0,739.0,1.1185,55000.0,NEAR BAY +-122.41,37.78,52.0,1534.0,763.0,1520.0,614.0,1.4554,375000.0,NEAR BAY +-122.41,37.78,52.0,254.0,72.0,153.0,29.0,3.8625,350000.0,NEAR BAY +-122.41,37.77,52.0,361.0,76.0,168.0,55.0,3.2292,275000.0,NEAR BAY +-122.41,37.77,52.0,1963.0,565.0,1628.0,524.0,2.6083,193800.0,NEAR BAY +-122.4,37.78,32.0,352.0,132.0,313.0,105.0,2.5742,350000.0,NEAR BAY +-122.41,37.77,52.0,849.0,276.0,582.0,222.0,3.4671,250000.0,NEAR BAY +-122.41,37.78,52.0,1014.0,422.0,1055.0,382.0,1.8519,32500.0,NEAR BAY +-122.39,37.78,3.0,3464.0,1179.0,1441.0,919.0,4.7105,275000.0,NEAR BAY +-122.39,37.78,5.0,1405.0,515.0,725.0,392.0,3.6037,187500.0,NEAR BAY +-122.39,37.79,52.0,94.0,24.0,113.0,27.0,4.6563,350000.0,NEAR BAY +-122.37,37.81,26.0,5416.0,1045.0,4531.0,962.0,2.7909,250000.0,NEAR BAY +-122.4,37.78,52.0,464.0,202.0,286.0,148.0,1.6125,112500.0,NEAR BAY +-122.4,37.77,52.0,144.0,63.0,1061.0,68.0,4.3958,225000.0,NEAR BAY +-122.42,37.77,52.0,759.0,323.0,421.0,255.0,2.0548,162500.0,NEAR BAY +-122.42,37.77,52.0,1176.0,493.0,1136.0,436.0,1.375,312500.0,NEAR BAY +-122.42,37.76,37.0,1291.0,588.0,1846.0,557.0,1.3365,225000.0,NEAR BAY +-122.42,37.77,52.0,2185.0,656.0,1266.0,626.0,2.7794,350000.0,NEAR BAY +-122.42,37.77,52.0,4226.0,1315.0,2619.0,1242.0,2.5755,325000.0,NEAR BAY +-122.42,37.76,52.0,3587.0,1030.0,2259.0,979.0,2.5403,250000.0,NEAR BAY +-122.43,37.77,52.0,2714.0,779.0,1438.0,733.0,3.6031,275000.0,NEAR BAY +-122.43,37.76,52.0,1582.0,353.0,868.0,329.0,3.8261,250000.0,NEAR BAY +-122.43,37.76,52.0,2250.0,566.0,1051.0,562.0,2.8458,350000.0,NEAR BAY +-122.44,37.76,52.0,2959.0,683.0,1145.0,666.0,4.2222,361600.0,NEAR BAY +-122.44,37.76,30.0,5089.0,1210.0,1935.0,1139.0,4.6053,386100.0,NEAR BAY +-122.44,37.75,28.0,4930.0,1381.0,2232.0,1321.0,4.3232,316200.0,NEAR BAY +-122.44,37.76,35.0,1581.0,422.0,580.0,388.0,4.05,423100.0,NEAR BAY +-122.44,37.76,50.0,2589.0,569.0,945.0,544.0,5.2519,376600.0,NEAR BAY +-122.45,37.76,51.0,2564.0,457.0,810.0,442.0,5.6235,500001.0,NEAR BAY +-122.44,37.76,52.0,1968.0,472.0,784.0,430.0,3.3702,370000.0,NEAR BAY +-122.44,37.76,52.0,2110.0,454.0,816.0,438.0,3.9079,370000.0,NEAR BAY +-122.44,37.76,52.0,2509.0,496.0,855.0,478.0,5.0731,405400.0,NEAR BAY +-122.43,37.76,52.0,3771.0,1017.0,1575.0,921.0,3.5655,427300.0,NEAR BAY +-122.43,37.76,52.0,2242.0,459.0,751.0,464.0,4.75,500001.0,NEAR BAY +-122.43,37.76,52.0,2356.0,501.0,909.0,481.0,4.2569,455400.0,NEAR BAY +-122.43,37.76,52.0,3708.0,849.0,1531.0,822.0,3.3565,386400.0,NEAR BAY +-122.42,37.76,52.0,4407.0,1192.0,2280.0,1076.0,3.3937,270000.0,NEAR BAY +-122.42,37.76,52.0,4001.0,1084.0,2129.0,1037.0,3.5052,391200.0,NEAR BAY +-122.42,37.76,52.0,2088.0,487.0,1082.0,488.0,2.6803,490000.0,NEAR BAY +-122.42,37.76,52.0,1190.0,400.0,1270.0,332.0,2.0329,225000.0,NEAR BAY +-122.42,37.76,52.0,2038.0,629.0,2007.0,596.0,2.5701,266700.0,NEAR BAY +-122.42,37.76,52.0,1494.0,610.0,1630.0,590.0,1.65,265000.0,NEAR BAY +-122.42,37.76,46.0,2150.0,817.0,2075.0,807.0,1.3824,212500.0,NEAR BAY +-122.42,37.75,52.0,1855.0,611.0,1715.0,614.0,2.1289,250000.0,NEAR BAY +-122.42,37.75,52.0,1207.0,302.0,1008.0,269.0,3.3816,262500.0,NEAR BAY +-122.42,37.75,52.0,801.0,272.0,639.0,259.0,2.1971,275000.0,NEAR BAY +-122.42,37.75,52.0,1609.0,510.0,1155.0,439.0,2.2328,250000.0,NEAR BAY +-122.42,37.75,52.0,1974.0,525.0,935.0,465.0,2.7173,300000.0,NEAR BAY +-122.42,37.75,52.0,2112.0,528.0,1227.0,513.0,3.5536,400000.0,NEAR BAY +-122.42,37.75,52.0,2708.0,762.0,1460.0,741.0,2.9052,400000.0,NEAR BAY +-122.42,37.75,52.0,1564.0,396.0,1162.0,374.0,3.0,275000.0,NEAR BAY +-122.43,37.75,52.0,2700.0,595.0,1181.0,575.0,3.575,396800.0,NEAR BAY +-122.43,37.75,52.0,1970.0,495.0,871.0,474.0,4.0625,355600.0,NEAR BAY +-122.43,37.75,52.0,2459.0,507.0,1012.0,475.0,4.0568,387900.0,NEAR BAY +-122.43,37.76,52.0,2332.0,434.0,861.0,406.0,4.4318,437500.0,NEAR BAY +-122.43,37.75,52.0,2285.0,509.0,839.0,456.0,4.7946,355600.0,NEAR BAY +-122.44,37.75,52.0,3114.0,637.0,1144.0,591.0,4.0,375000.0,NEAR BAY +-122.44,37.75,52.0,2082.0,425.0,801.0,411.0,4.2708,368900.0,NEAR BAY +-122.43,37.75,52.0,2721.0,581.0,1043.0,519.0,3.7545,383700.0,NEAR BAY +-122.44,37.75,46.0,1519.0,291.0,573.0,289.0,4.2667,338800.0,NEAR BAY +-122.44,37.75,52.0,1573.0,334.0,725.0,338.0,5.0505,380400.0,NEAR BAY +-122.43,37.75,52.0,1615.0,393.0,633.0,378.0,3.5114,347500.0,NEAR BAY +-122.43,37.75,52.0,3521.0,767.0,1415.0,687.0,4.875,362200.0,NEAR BAY +-122.43,37.75,52.0,2960.0,623.0,1191.0,589.0,3.95,347700.0,NEAR BAY +-122.42,37.75,52.0,2164.0,533.0,1122.0,469.0,3.2632,306000.0,NEAR BAY +-122.42,37.74,52.0,2713.0,624.0,1370.0,594.0,4.6547,325700.0,NEAR BAY +-122.42,37.74,52.0,1786.0,427.0,856.0,394.0,3.0833,328100.0,NEAR BAY +-122.43,37.74,52.0,2229.0,498.0,1079.0,472.0,5.0196,324300.0,NEAR BAY +-122.43,37.75,52.0,2155.0,468.0,962.0,490.0,3.775,325900.0,NEAR BAY +-122.43,37.75,40.0,4850.0,977.0,1824.0,952.0,5.0519,356100.0,NEAR BAY +-122.44,37.75,21.0,5457.0,1247.0,2304.0,1180.0,4.5469,409700.0,NEAR BAY +-122.44,37.74,23.0,6291.0,1269.0,2818.0,1198.0,4.2672,391900.0,NEAR BAY +-122.44,37.74,52.0,2074.0,366.0,909.0,394.0,4.8382,294900.0,NEAR BAY +-122.44,37.74,23.0,184.0,44.0,118.0,40.0,4.5375,350000.0,NEAR BAY +-122.43,37.74,52.0,3328.0,653.0,1260.0,614.0,4.7437,331000.0,NEAR BAY +-122.43,37.74,52.0,2637.0,539.0,1159.0,497.0,3.8846,333100.0,NEAR BAY +-122.43,37.74,52.0,1514.0,314.0,724.0,301.0,5.3292,300900.0,NEAR BAY +-122.43,37.73,52.0,1142.0,224.0,494.0,206.0,5.0602,298900.0,NEAR BAY +-122.43,37.73,52.0,1029.0,205.0,461.0,212.0,5.0782,310800.0,NEAR BAY +-122.38,37.76,52.0,248.0,68.0,124.0,51.0,1.4886,450000.0,NEAR BAY +-122.39,37.76,52.0,624.0,170.0,410.0,148.0,4.0042,208300.0,NEAR BAY +-122.39,37.76,52.0,157.0,28.0,88.0,27.0,3.675,162500.0,NEAR BAY +-122.39,37.76,52.0,1877.0,427.0,712.0,398.0,3.9722,290900.0,NEAR BAY +-122.39,37.76,52.0,2316.0,468.0,1047.0,476.0,4.5057,321600.0,NEAR BAY +-122.39,37.76,52.0,3390.0,691.0,1645.0,596.0,3.7051,253700.0,NEAR BAY +-122.4,37.75,44.0,6848.0,1584.0,3269.0,1383.0,2.8679,243300.0,NEAR BAY +-122.4,37.76,52.0,4265.0,912.0,1555.0,836.0,4.119,298300.0,NEAR BAY +-122.4,37.76,52.0,1495.0,311.0,506.0,275.0,4.4375,320000.0,NEAR BAY +-122.4,37.76,52.0,1185.0,246.0,480.0,253.0,4.4074,277300.0,NEAR BAY +-122.41,37.76,52.0,1427.0,281.0,620.0,236.0,1.9944,262500.0,NEAR BAY +-122.4,37.76,52.0,1529.0,385.0,1347.0,348.0,2.9312,239100.0,NEAR BAY +-122.41,37.76,52.0,3452.0,784.0,2987.0,753.0,2.8135,260300.0,NEAR BAY +-122.41,37.76,52.0,2064.0,496.0,1726.0,466.0,3.4028,233300.0,NEAR BAY +-122.41,37.76,52.0,492.0,139.0,316.0,168.0,3.0865,225000.0,NEAR BAY +-122.41,37.76,52.0,351.0,81.0,308.0,75.0,2.6667,325000.0,NEAR BAY +-122.41,37.76,52.0,2479.0,515.0,1816.0,496.0,3.0774,300000.0,NEAR BAY +-122.41,37.76,52.0,2605.0,678.0,2071.0,611.0,3.2964,265000.0,NEAR BAY +-122.4,37.75,52.0,1182.0,307.0,1029.0,306.0,2.0577,214600.0,NEAR BAY +-122.41,37.75,52.0,1057.0,276.0,837.0,292.0,2.4531,229000.0,NEAR BAY +-122.41,37.75,52.0,1919.0,404.0,1483.0,421.0,3.4063,253900.0,NEAR BAY +-122.41,37.75,52.0,1892.0,415.0,1442.0,371.0,4.2891,230000.0,NEAR BAY +-122.41,37.75,52.0,1678.0,386.0,1220.0,357.0,2.5809,255300.0,NEAR BAY +-122.41,37.75,52.0,2164.0,606.0,2034.0,513.0,2.0325,178100.0,NEAR BAY +-122.41,37.75,52.0,2452.0,623.0,1932.0,549.0,2.3903,236100.0,NEAR BAY +-122.41,37.75,9.0,1282.0,334.0,1176.0,305.0,2.6538,206300.0,NEAR BAY +-122.39,37.74,42.0,4110.0,846.0,2147.0,674.0,2.5694,201000.0,NEAR BAY +-122.39,37.73,43.0,4864.0,972.0,3134.0,959.0,4.3393,217300.0,NEAR BAY +-122.4,37.73,45.0,3490.0,712.0,2337.0,781.0,3.4472,225400.0,NEAR BAY +-122.4,37.74,45.0,2462.0,509.0,1587.0,450.0,2.59,211800.0,NEAR BAY +-122.38,37.73,18.0,4037.0,990.0,2722.0,834.0,1.4282,140400.0,NEAR BAY +-122.38,37.73,15.0,6804.0,1664.0,4737.0,1581.0,1.4133,203400.0,NEAR BAY +-122.39,37.74,45.0,1462.0,308.0,924.0,302.0,2.1767,185300.0,NEAR BAY +-122.38,37.73,20.0,120.0,27.0,55.0,19.0,2.625,187500.0,NEAR BAY +-122.38,37.73,40.0,543.0,,259.0,89.0,2.2167,193800.0,NEAR BAY +-122.38,37.73,38.0,1388.0,276.0,871.0,265.0,2.1667,193800.0,NEAR BAY +-122.39,37.73,46.0,1517.0,299.0,879.0,309.0,2.2222,195100.0,NEAR BAY +-122.39,37.73,52.0,1931.0,329.0,1025.0,293.0,2.9063,192000.0,NEAR BAY +-122.39,37.73,52.0,1070.0,224.0,567.0,207.0,2.8603,189000.0,NEAR BAY +-122.4,37.73,48.0,1489.0,326.0,1115.0,356.0,2.6364,199300.0,NEAR BAY +-122.39,37.72,28.0,1609.0,340.0,1064.0,290.0,1.1125,206300.0,NEAR BAY +-122.39,37.72,45.0,2893.0,570.0,1923.0,535.0,3.6607,192300.0,NEAR BAY +-122.39,37.72,52.0,135.0,34.0,93.0,26.0,2.1484,181300.0,NEAR BAY +-122.41,37.75,52.0,3065.0,622.0,1405.0,606.0,3.7813,275900.0,NEAR BAY +-122.41,37.74,38.0,1754.0,382.0,928.0,354.0,4.1417,270800.0,NEAR BAY +-122.41,37.74,34.0,1403.0,262.0,839.0,255.0,4.7031,255200.0,NEAR BAY +-122.41,37.75,52.0,2524.0,559.0,1430.0,476.0,3.4073,254700.0,NEAR BAY +-122.41,37.75,52.0,2515.0,576.0,1209.0,540.0,3.5912,284900.0,NEAR BAY +-122.41,37.74,48.0,409.0,86.0,148.0,70.0,3.6687,335000.0,NEAR BAY +-122.41,37.74,52.0,831.0,175.0,415.0,159.0,1.9464,249000.0,NEAR BAY +-122.41,37.74,52.0,1842.0,339.0,1032.0,357.0,5.5563,250800.0,NEAR BAY +-122.42,37.74,52.0,2019.0,418.0,999.0,448.0,4.2212,271300.0,NEAR BAY +-122.42,37.74,52.0,1916.0,432.0,889.0,424.0,4.0391,279900.0,NEAR BAY +-122.42,37.74,52.0,1674.0,346.0,734.0,335.0,3.8864,281300.0,NEAR BAY +-122.42,37.74,52.0,1271.0,353.0,1076.0,324.0,2.9911,263900.0,NEAR BAY +-122.42,37.75,52.0,2163.0,607.0,1447.0,546.0,3.3555,275000.0,NEAR BAY +-122.41,37.74,43.0,1663.0,330.0,935.0,335.0,4.1552,240900.0,NEAR BAY +-122.41,37.74,47.0,1728.0,398.0,1178.0,315.0,3.2813,229600.0,NEAR BAY +-122.41,37.74,52.0,2058.0,399.0,1208.0,399.0,3.6429,230000.0,NEAR BAY +-122.42,37.73,50.0,3426.0,769.0,2261.0,671.0,2.888,246400.0,NEAR BAY +-122.42,37.74,52.0,1651.0,351.0,973.0,366.0,3.4583,240900.0,NEAR BAY +-122.42,37.74,52.0,2084.0,550.0,1438.0,516.0,2.3087,258600.0,NEAR BAY +-122.42,37.74,52.0,1540.0,370.0,1136.0,363.0,4.3125,243000.0,NEAR BAY +-122.42,37.73,52.0,3230.0,654.0,1765.0,611.0,3.3333,292300.0,NEAR BAY +-122.43,37.73,52.0,1583.0,347.0,935.0,341.0,4.6786,263200.0,NEAR BAY +-122.43,37.73,49.0,1435.0,322.0,1008.0,329.0,4.0,264000.0,NEAR BAY +-122.43,37.73,52.0,1386.0,276.0,729.0,274.0,3.6694,275500.0,NEAR BAY +-122.43,37.72,48.0,1289.0,280.0,782.0,235.0,3.6719,259800.0,NEAR BAY +-122.44,37.72,52.0,1775.0,347.0,1102.0,367.0,4.3125,267200.0,NEAR BAY +-122.44,37.73,52.0,2381.0,492.0,1485.0,447.0,4.3898,270000.0,NEAR BAY +-122.44,37.73,52.0,866.0,205.0,587.0,171.0,5.0224,261900.0,NEAR BAY +-122.42,37.73,46.0,1819.0,411.0,1534.0,406.0,4.0132,229400.0,NEAR BAY +-122.42,37.73,35.0,1871.0,342.0,1055.0,310.0,4.625,279300.0,NEAR BAY +-122.42,37.73,35.0,1791.0,322.0,988.0,304.0,4.5769,254500.0,NEAR BAY +-122.43,37.73,52.0,1985.0,401.0,1337.0,424.0,4.1071,240900.0,NEAR BAY +-122.41,37.73,42.0,2604.0,573.0,1703.0,507.0,3.4231,230200.0,NEAR BAY +-122.4,37.73,50.0,1947.0,411.0,1170.0,384.0,3.4769,238700.0,NEAR BAY +-122.4,37.73,42.0,1413.0,406.0,1027.0,362.0,2.3625,233000.0,NEAR BAY +-122.41,37.73,52.0,1931.0,358.0,1092.0,356.0,3.7835,271300.0,NEAR BAY +-122.41,37.73,41.0,2115.0,378.0,1168.0,365.0,4.0642,272500.0,NEAR BAY +-122.42,37.73,48.0,1474.0,308.0,998.0,330.0,4.0781,250300.0,NEAR BAY +-122.4,37.72,47.0,1465.0,306.0,1119.0,315.0,4.2672,219400.0,NEAR BAY +-122.4,37.72,37.0,971.0,248.0,647.0,208.0,2.1187,239300.0,NEAR BAY +-122.41,37.73,33.0,2789.0,567.0,1682.0,552.0,3.8643,276200.0,NEAR BAY +-122.41,37.72,35.0,2104.0,434.0,1225.0,410.0,4.8214,242900.0,NEAR BAY +-122.41,37.72,32.0,1650.0,316.0,904.0,295.0,4.0583,236200.0,NEAR BAY +-122.42,37.72,37.0,2638.0,546.0,1789.0,521.0,4.0071,244700.0,NEAR BAY +-122.43,37.72,50.0,2912.0,562.0,1989.0,537.0,3.6667,252600.0,NEAR BAY +-122.43,37.72,49.0,3427.0,696.0,2363.0,661.0,3.6885,254000.0,NEAR BAY +-122.43,37.72,52.0,2206.0,478.0,1583.0,456.0,3.7105,250500.0,NEAR BAY +-122.44,37.72,52.0,2890.0,571.0,1769.0,541.0,3.8274,252000.0,NEAR BAY +-122.43,37.72,52.0,3351.0,719.0,2101.0,706.0,3.0107,242000.0,NEAR BAY +-122.43,37.73,52.0,3602.0,738.0,2270.0,647.0,3.8934,251800.0,NEAR BAY +-122.43,37.73,52.0,1494.0,306.0,1463.0,360.0,3.1786,222600.0,NEAR BAY +-122.44,37.72,49.0,1557.0,405.0,1173.0,385.0,3.4605,265000.0,NEAR BAY +-122.44,37.72,48.0,2675.0,585.0,1773.0,540.0,3.9565,268500.0,NEAR BAY +-122.45,37.72,52.0,1729.0,319.0,890.0,300.0,4.3036,261800.0,NEAR BAY +-122.44,37.72,52.0,1380.0,272.0,847.0,284.0,3.7143,260000.0,NEAR BAY +-122.45,37.71,46.0,2559.0,506.0,1562.0,498.0,4.3846,270600.0,NEAR OCEAN +-122.45,37.71,52.0,1658.0,322.0,1086.0,326.0,3.8583,261600.0,NEAR OCEAN +-122.45,37.71,41.0,1578.0,351.0,1159.0,299.0,3.9167,243600.0,NEAR OCEAN +-122.46,37.71,52.0,1580.0,337.0,1425.0,330.0,4.0547,246200.0,NEAR OCEAN +-122.46,37.71,47.0,1527.0,283.0,1102.0,282.0,4.0,231600.0,NEAR OCEAN +-122.43,37.71,35.0,2878.0,564.0,1633.0,528.0,4.5,266900.0,NEAR BAY +-122.43,37.71,52.0,1508.0,278.0,1138.0,304.0,4.0234,266500.0,NEAR BAY +-122.43,37.71,52.0,1410.0,286.0,879.0,282.0,3.1908,255600.0,NEAR BAY +-122.44,37.72,52.0,1507.0,282.0,929.0,281.0,3.8958,247700.0,NEAR BAY +-122.44,37.71,52.0,2711.0,591.0,1848.0,524.0,3.9567,251500.0,NEAR BAY +-122.44,37.71,46.0,1230.0,247.0,895.0,257.0,5.3913,248900.0,NEAR BAY +-122.44,37.71,31.0,2370.0,441.0,1524.0,470.0,5.0201,264100.0,NEAR BAY +-122.45,37.71,34.0,3131.0,669.0,2204.0,600.0,3.5536,251000.0,NEAR OCEAN +-122.4,37.72,40.0,1948.0,413.0,1434.0,396.0,3.0313,219100.0,NEAR BAY +-122.4,37.71,40.0,1883.0,397.0,1411.0,438.0,3.0469,238000.0,NEAR BAY +-122.41,37.71,47.0,2289.0,481.0,1697.0,465.0,3.4773,226300.0,NEAR BAY +-122.41,37.71,28.0,5015.0,1240.0,3900.0,1029.0,1.2269,181900.0,NEAR BAY +-122.41,37.71,40.0,2054.0,433.0,1738.0,429.0,4.9926,213900.0,NEAR BAY +-122.41,37.71,49.0,1852.0,429.0,1615.0,447.0,3.495,217800.0,NEAR BAY +-122.4,37.72,41.0,1975.0,440.0,1528.0,424.0,3.8625,218300.0,NEAR BAY +-122.4,37.72,47.0,1167.0,250.0,953.0,253.0,4.2727,241900.0,NEAR BAY +-122.45,37.77,52.0,2602.0,,1330.0,647.0,3.5435,278600.0,NEAR BAY +-122.46,37.76,52.0,2236.0,545.0,1186.0,532.0,3.4531,414300.0,NEAR BAY +-122.46,37.77,52.0,1824.0,388.0,799.0,363.0,3.75,435700.0,NEAR BAY +-122.46,37.76,52.0,1817.0,449.0,948.0,380.0,3.93,390000.0,NEAR BAY +-122.45,37.76,31.0,5283.0,1330.0,2659.0,1269.0,3.5744,500000.0,NEAR BAY +-122.46,37.76,28.0,1072.0,165.0,363.0,168.0,6.1636,367700.0,NEAR BAY +-122.46,37.75,26.0,2192.0,438.0,954.0,456.0,4.5352,374200.0,NEAR BAY +-122.47,37.76,52.0,2941.0,783.0,1545.0,726.0,2.9899,406500.0,NEAR BAY +-122.47,37.76,52.0,2680.0,740.0,1587.0,713.0,2.5933,359600.0,NEAR BAY +-122.47,37.76,49.0,2842.0,670.0,1396.0,648.0,3.2679,345700.0,NEAR BAY +-122.47,37.76,52.0,2465.0,489.0,1170.0,498.0,4.0793,306700.0,NEAR BAY +-122.47,37.76,48.0,2064.0,484.0,1055.0,467.0,2.8711,329600.0,NEAR BAY +-122.47,37.76,40.0,3525.0,941.0,1675.0,857.0,3.2083,330000.0,NEAR BAY +-122.47,37.76,52.0,4001.0,809.0,1886.0,756.0,3.3239,350000.0,NEAR BAY +-122.47,37.76,39.0,3200.0,689.0,1391.0,618.0,3.6346,338000.0,NEAR BAY +-122.47,37.75,45.0,2399.0,426.0,911.0,423.0,4.4312,361000.0,NEAR BAY +-122.47,37.75,51.0,2413.0,431.0,1095.0,437.0,4.0089,357000.0,NEAR BAY +-122.47,37.75,49.0,2747.0,472.0,1281.0,448.0,5.482,366300.0,NEAR BAY +-122.47,37.76,34.0,2807.0,487.0,1152.0,445.0,5.1893,420300.0,NEAR BAY +-122.47,37.76,48.0,2464.0,459.0,1179.0,458.0,4.4946,358600.0,NEAR BAY +-122.46,37.75,52.0,1590.0,236.0,622.0,232.0,5.8151,500001.0,NEAR BAY +-122.46,37.75,52.0,1207.0,152.0,465.0,162.0,10.7569,500001.0,NEAR BAY +-122.47,37.75,51.0,2713.0,396.0,1090.0,401.0,9.3603,500001.0,NEAR BAY +-122.47,37.75,46.0,3238.0,544.0,1293.0,470.0,6.1592,381700.0,NEAR BAY +-122.47,37.75,52.0,1598.0,285.0,689.0,265.0,4.6071,337400.0,NEAR BAY +-122.47,37.74,52.0,1538.0,305.0,819.0,319.0,4.0846,333600.0,NEAR BAY +-122.45,37.75,36.0,2303.0,381.0,862.0,371.0,6.0274,349000.0,NEAR BAY +-122.45,37.75,36.0,1997.0,356.0,772.0,348.0,4.95,322600.0,NEAR BAY +-122.45,37.75,35.0,1363.0,302.0,1786.0,301.0,3.0804,313400.0,NEAR BAY +-122.46,37.75,52.0,1849.0,287.0,695.0,258.0,6.5372,394000.0,NEAR BAY +-122.45,37.74,52.0,1596.0,276.0,642.0,273.0,4.375,349500.0,NEAR BAY +-122.46,37.74,51.0,1905.0,291.0,707.0,284.0,6.2561,431000.0,NEAR BAY +-122.45,37.74,46.0,6429.0,1093.0,2535.0,1109.0,5.0887,335100.0,NEAR BAY +-122.44,37.73,43.0,3700.0,684.0,1488.0,623.0,5.5622,313600.0,NEAR BAY +-122.45,37.74,38.0,5688.0,930.0,2263.0,908.0,6.203,346800.0,NEAR BAY +-122.46,37.74,52.0,2180.0,326.0,856.0,326.0,5.3961,416900.0,NEAR BAY +-122.46,37.74,52.0,2053.0,281.0,791.0,287.0,10.959,500001.0,NEAR BAY +-122.47,37.74,52.0,2055.0,265.0,735.0,252.0,8.1189,500001.0,NEAR BAY +-122.47,37.74,52.0,3797.0,668.0,1633.0,658.0,5.6787,363600.0,NEAR BAY +-122.47,37.74,52.0,3688.0,640.0,1605.0,567.0,4.9537,365600.0,NEAR BAY +-122.46,37.73,52.0,2673.0,349.0,876.0,338.0,7.8476,500001.0,NEAR BAY +-122.46,37.73,52.0,3547.0,506.0,1276.0,491.0,8.0069,426800.0,NEAR BAY +-122.46,37.72,52.0,2951.0,406.0,1115.0,397.0,6.7228,405200.0,NEAR OCEAN +-122.47,37.73,52.0,2134.0,277.0,936.0,285.0,5.9245,484600.0,NEAR OCEAN +-122.47,37.73,52.0,2151.0,280.0,762.0,274.0,10.7309,500001.0,NEAR OCEAN +-122.47,37.73,50.0,1653.0,252.0,641.0,224.0,10.6605,500001.0,NEAR OCEAN +-122.47,37.72,46.0,1836.0,319.0,767.0,302.0,5.9114,399000.0,NEAR OCEAN +-122.46,37.73,52.0,2401.0,346.0,812.0,328.0,6.8322,394100.0,NEAR BAY +-122.45,37.73,52.0,2510.0,438.0,1153.0,407.0,5.1238,335100.0,NEAR BAY +-122.46,37.73,52.0,2857.0,469.0,1431.0,496.0,5.2088,344200.0,NEAR BAY +-122.44,37.73,39.0,1912.0,,970.0,406.0,4.7813,275500.0,NEAR BAY +-122.44,37.73,52.0,2838.0,567.0,1411.0,526.0,3.8304,261400.0,NEAR BAY +-122.45,37.73,52.0,1350.0,241.0,752.0,246.0,3.2448,266200.0,NEAR BAY +-122.45,37.73,52.0,2035.0,424.0,1193.0,430.0,5.0634,264200.0,NEAR BAY +-122.44,37.73,46.0,3581.0,758.0,1670.0,703.0,4.1932,269200.0,NEAR BAY +-122.45,37.72,52.0,982.0,197.0,653.0,171.0,4.2167,231900.0,NEAR BAY +-122.45,37.72,46.0,1406.0,235.0,771.0,239.0,4.7143,219300.0,NEAR BAY +-122.45,37.72,47.0,1773.0,345.0,1083.0,315.0,4.475,221200.0,NEAR BAY +-122.45,37.72,51.0,2690.0,554.0,1795.0,539.0,3.6581,225000.0,NEAR BAY +-122.46,37.72,47.0,1723.0,389.0,1216.0,399.0,3.3208,238600.0,NEAR OCEAN +-122.46,37.72,49.0,1207.0,255.0,658.0,220.0,4.0859,228600.0,NEAR OCEAN +-122.46,37.72,48.0,1690.0,339.0,962.0,317.0,3.2875,221500.0,NEAR OCEAN +-122.46,37.72,45.0,2399.0,419.0,1225.0,399.0,4.0855,244100.0,NEAR OCEAN +-122.46,37.72,39.0,2254.0,,1388.0,404.0,2.9688,232000.0,NEAR OCEAN +-122.47,37.71,44.0,2547.0,511.0,1577.0,516.0,4.1939,237900.0,NEAR OCEAN +-122.47,37.71,42.0,1961.0,427.0,1211.0,409.0,3.5156,239400.0,NEAR OCEAN +-122.47,37.72,43.0,968.0,199.0,434.0,162.0,2.5333,239300.0,NEAR OCEAN +-122.47,37.72,46.0,1453.0,306.0,817.0,310.0,3.0,246700.0,NEAR OCEAN +-122.47,37.72,49.0,1690.0,307.0,770.0,294.0,4.5913,259700.0,NEAR OCEAN +-122.45,37.72,45.0,964.0,173.0,613.0,201.0,2.9119,228900.0,NEAR BAY +-122.45,37.71,45.0,2253.0,431.0,1382.0,392.0,4.2562,221600.0,NEAR OCEAN +-122.46,37.71,52.0,1642.0,351.0,1138.0,340.0,4.1406,219500.0,NEAR OCEAN +-122.46,37.71,49.0,1711.0,348.0,1138.0,325.0,2.875,225000.0,NEAR OCEAN +-122.46,37.72,37.0,1833.0,388.0,1093.0,363.0,3.0703,211800.0,NEAR OCEAN +-122.48,37.76,48.0,2660.0,616.0,1491.0,602.0,3.9758,348600.0,NEAR BAY +-122.48,37.76,48.0,2304.0,558.0,1273.0,512.0,3.275,332100.0,NEAR BAY +-122.48,37.76,52.0,2684.0,574.0,1395.0,549.0,3.9097,323800.0,NEAR BAY +-122.48,37.76,50.0,2236.0,484.0,1171.0,467.0,4.0977,322100.0,NEAR BAY +-122.48,37.76,52.0,1845.0,336.0,1015.0,337.0,4.1397,331300.0,NEAR BAY +-122.48,37.76,52.0,3260.0,653.0,1594.0,632.0,4.4094,336100.0,NEAR BAY +-122.49,37.76,52.0,1382.0,230.0,708.0,279.0,5.8096,339800.0,NEAR BAY +-122.49,37.76,52.0,2564.0,502.0,1092.0,459.0,3.5302,329600.0,NEAR BAY +-122.49,37.76,52.0,2245.0,425.0,1091.0,409.0,3.5909,331200.0,NEAR BAY +-122.49,37.76,52.0,1792.0,305.0,782.0,287.0,4.0391,332700.0,NEAR BAY +-122.49,37.76,48.0,1351.0,270.0,650.0,265.0,3.5278,339800.0,NEAR BAY +-122.49,37.76,49.0,1724.0,295.0,795.0,297.0,4.3977,353600.0,NEAR BAY +-122.49,37.76,49.0,1637.0,304.0,729.0,281.0,4.3281,323100.0,NEAR BAY +-122.48,37.75,51.0,2095.0,410.0,1126.0,429.0,4.4,318400.0,NEAR BAY +-122.48,37.75,52.0,2515.0,494.0,1583.0,477.0,4.3393,317600.0,NEAR BAY +-122.48,37.74,52.0,2453.0,508.0,1056.0,453.0,3.6859,311800.0,NEAR OCEAN +-122.48,37.75,49.0,2203.0,407.0,1052.0,405.0,4.4375,329200.0,NEAR BAY +-122.48,37.75,48.0,2555.0,548.0,1285.0,482.0,3.7734,314700.0,NEAR BAY +-122.48,37.75,52.0,2074.0,401.0,1136.0,409.0,4.7703,331000.0,NEAR BAY +-122.49,37.75,48.0,2181.0,419.0,1041.0,379.0,3.7361,320200.0,NEAR OCEAN +-122.49,37.75,47.0,2140.0,425.0,1105.0,401.0,3.7054,308500.0,NEAR OCEAN +-122.49,37.75,45.0,2341.0,461.0,1092.0,438.0,4.8036,297800.0,NEAR OCEAN +-122.49,37.75,43.0,2044.0,393.0,979.0,378.0,3.9205,319100.0,NEAR OCEAN +-122.49,37.75,48.0,2387.0,424.0,1041.0,408.0,3.7562,321200.0,NEAR OCEAN +-122.49,37.75,52.0,2226.0,385.0,1177.0,416.0,4.8516,323800.0,NEAR OCEAN +-122.49,37.74,52.0,2189.0,433.0,1147.0,420.0,3.4583,321300.0,NEAR OCEAN +-122.48,37.74,52.0,2285.0,435.0,1211.0,442.0,4.0208,323100.0,NEAR OCEAN +-122.48,37.74,52.0,2166.0,423.0,1072.0,370.0,4.131,314300.0,NEAR OCEAN +-122.48,37.74,52.0,2841.0,517.0,1372.0,517.0,3.9236,335000.0,NEAR OCEAN +-122.49,37.73,48.0,1190.0,182.0,497.0,199.0,6.2642,438500.0,NEAR OCEAN +-122.49,37.74,48.0,1186.0,213.0,487.0,207.0,3.8333,340800.0,NEAR OCEAN +-122.49,37.74,52.0,2442.0,449.0,1188.0,436.0,4.3909,317700.0,NEAR OCEAN +-122.49,37.74,52.0,2302.0,457.0,1154.0,424.0,4.5744,315200.0,NEAR OCEAN +-122.48,37.73,52.0,1597.0,240.0,566.0,231.0,5.1681,500001.0,NEAR OCEAN +-122.48,37.73,47.0,2382.0,392.0,867.0,376.0,5.2598,371500.0,NEAR OCEAN +-122.49,37.73,39.0,1937.0,336.0,742.0,307.0,5.1991,369400.0,NEAR OCEAN +-122.49,37.73,37.0,1399.0,224.0,530.0,235.0,3.9219,433300.0,NEAR OCEAN +-122.49,37.73,36.0,1821.0,292.0,742.0,298.0,5.6204,406200.0,NEAR OCEAN +-122.48,37.73,38.0,3195.0,828.0,2410.0,778.0,3.1359,350000.0,NEAR OCEAN +-122.47,37.72,47.0,1176.0,286.0,564.0,258.0,3.2059,350000.0,NEAR OCEAN +-122.48,37.71,43.0,3850.0,1018.0,1497.0,829.0,3.5296,400000.0,NEAR OCEAN +-122.48,37.72,45.0,1405.0,338.0,733.0,342.0,4.1116,187500.0,NEAR OCEAN +-122.48,37.72,46.0,2403.0,638.0,1281.0,603.0,3.2321,112500.0,NEAR OCEAN +-122.5,37.76,52.0,2018.0,422.0,1142.0,463.0,3.7083,307700.0,NEAR OCEAN +-122.5,37.76,43.0,2108.0,456.0,1299.0,447.0,3.1406,316200.0,NEAR OCEAN +-122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,295600.0,NEAR OCEAN +-122.5,37.76,48.0,1408.0,295.0,891.0,269.0,3.8333,296300.0,NEAR OCEAN +-122.5,37.76,46.0,1491.0,285.0,841.0,306.0,4.5329,278800.0,NEAR OCEAN +-122.5,37.75,45.0,1672.0,344.0,838.0,314.0,4.1419,291500.0,NEAR OCEAN +-122.5,37.75,43.0,2373.0,481.0,1247.0,454.0,4.0985,283200.0,NEAR OCEAN +-122.51,37.76,43.0,2345.0,624.0,1439.0,614.0,2.8448,268900.0,NEAR OCEAN +-122.51,37.76,43.0,2527.0,619.0,1332.0,558.0,3.0465,274200.0,NEAR OCEAN +-122.51,37.76,40.0,2320.0,562.0,1499.0,521.0,3.2792,260800.0,NEAR OCEAN +-122.5,37.76,46.0,2226.0,480.0,1272.0,468.0,4.2644,284100.0,NEAR OCEAN +-122.5,37.76,45.0,1673.0,377.0,1078.0,393.0,3.3393,272300.0,NEAR OCEAN +-122.5,37.75,45.0,1620.0,,941.0,328.0,4.3859,270200.0,NEAR OCEAN +-122.5,37.75,44.0,1819.0,,1137.0,354.0,3.4919,271800.0,NEAR OCEAN +-122.54,37.76,45.0,1592.0,325.0,920.0,322.0,3.96,272200.0,NEAR OCEAN +-122.5,37.75,44.0,1739.0,343.0,872.0,330.0,2.9632,286300.0,NEAR OCEAN +-122.5,37.74,40.0,2310.0,445.0,1266.0,490.0,3.7969,297800.0,NEAR OCEAN +-122.5,37.74,45.0,1771.0,349.0,1098.0,342.0,3.7552,296600.0,NEAR OCEAN +-122.49,37.74,44.0,1472.0,275.0,820.0,310.0,5.6826,300000.0,NEAR OCEAN +-122.5,37.74,44.0,2374.0,496.0,1087.0,426.0,3.5,275700.0,NEAR OCEAN +-122.5,37.74,44.0,2527.0,518.0,1434.0,444.0,3.875,275700.0,NEAR OCEAN +-122.5,37.75,46.0,2298.0,457.0,1429.0,477.0,4.0217,272400.0,NEAR OCEAN +-122.5,37.74,44.0,2792.0,615.0,1640.0,579.0,4.0625,272800.0,NEAR OCEAN +-122.5,37.74,42.0,1667.0,395.0,1041.0,387.0,3.9583,273700.0,NEAR OCEAN +-122.5,37.74,44.0,2082.0,470.0,1154.0,403.0,4.3611,268100.0,NEAR OCEAN +-122.54,37.74,42.0,2006.0,415.0,1230.0,435.0,4.1786,271100.0,NEAR OCEAN +-122.46,37.79,52.0,2005.0,359.0,847.0,356.0,4.1029,500001.0,NEAR BAY +-122.46,37.78,52.0,2165.0,580.0,1067.0,530.0,2.9293,350000.0,NEAR BAY +-122.46,37.78,52.0,2594.0,622.0,1421.0,593.0,3.0265,350000.0,NEAR BAY +-122.46,37.79,52.0,2059.0,416.0,999.0,402.0,3.7419,500001.0,NEAR BAY +-122.46,37.78,52.0,3429.0,773.0,1584.0,696.0,3.7887,500001.0,NEAR BAY +-122.47,37.78,51.0,1485.0,386.0,880.0,385.0,2.7431,307100.0,NEAR BAY +-122.47,37.78,52.0,2635.0,587.0,1302.0,577.0,3.7292,416700.0,NEAR BAY +-122.47,37.79,52.0,2844.0,623.0,1380.0,596.0,4.75,500001.0,NEAR BAY +-122.47,37.79,52.0,437.0,105.0,194.0,87.0,2.8125,500001.0,NEAR BAY +-122.47,37.79,52.0,2383.0,477.0,990.0,464.0,3.9688,483300.0,NEAR BAY +-122.47,37.78,52.0,2388.0,507.0,1078.0,494.0,3.5221,443300.0,NEAR BAY +-122.47,37.78,52.0,1941.0,436.0,955.0,425.0,4.1339,396400.0,NEAR BAY +-122.48,37.78,48.0,2835.0,728.0,1674.0,684.0,3.129,375000.0,NEAR BAY +-122.48,37.79,52.0,4683.0,1055.0,2246.0,975.0,4.1148,457800.0,NEAR BAY +-122.48,37.78,44.0,3371.0,794.0,1738.0,753.0,3.1653,335300.0,NEAR BAY +-122.49,37.78,32.0,3028.0,815.0,1704.0,718.0,3.2028,322900.0,NEAR BAY +-122.49,37.78,46.0,3304.0,792.0,1783.0,777.0,3.6148,352200.0,NEAR BAY +-122.48,37.79,52.0,1647.0,236.0,546.0,227.0,9.1881,500001.0,NEAR BAY +-122.49,37.79,52.0,3146.0,478.0,1143.0,455.0,6.1407,500001.0,NEAR BAY +-122.49,37.79,52.0,2488.0,281.0,805.0,295.0,10.7058,500001.0,NEAR BAY +-122.46,37.78,52.0,4140.0,984.0,2030.0,892.0,3.4236,376800.0,NEAR BAY +-122.46,37.78,52.0,2632.0,542.0,1364.0,544.0,3.4605,441700.0,NEAR BAY +-122.46,37.78,52.0,2051.0,552.0,1400.0,510.0,3.2396,375000.0,NEAR BAY +-122.46,37.78,52.0,3088.0,727.0,1636.0,662.0,2.8553,360700.0,NEAR BAY +-122.46,37.77,52.0,3193.0,688.0,2099.0,681.0,3.9375,402900.0,NEAR BAY +-122.47,37.77,52.0,2241.0,443.0,1042.0,377.0,4.1635,398400.0,NEAR BAY +-122.47,37.78,52.0,2275.0,412.0,1166.0,424.0,4.0652,421300.0,NEAR BAY +-122.47,37.78,52.0,2169.0,522.0,1220.0,505.0,3.1989,446900.0,NEAR BAY +-122.47,37.78,52.0,2951.0,647.0,1448.0,591.0,3.1392,422400.0,NEAR BAY +-122.47,37.78,52.0,3021.0,569.0,1479.0,514.0,4.0208,414600.0,NEAR BAY +-122.47,37.78,52.0,2042.0,378.0,1153.0,408.0,4.1856,404700.0,NEAR BAY +-122.47,37.77,52.0,3143.0,635.0,1350.0,623.0,3.8571,366700.0,NEAR BAY +-122.48,37.78,52.0,3047.0,641.0,1427.0,620.0,3.4883,337200.0,NEAR BAY +-122.48,37.78,52.0,2666.0,515.0,1362.0,494.0,4.218,393800.0,NEAR BAY +-122.48,37.77,52.0,2556.0,595.0,1202.0,568.0,3.8899,348500.0,NEAR BAY +-122.48,37.78,50.0,2159.0,437.0,1111.0,417.0,3.5588,346400.0,NEAR BAY +-122.48,37.78,52.0,2910.0,611.0,1508.0,515.0,3.5865,311400.0,NEAR BAY +-122.49,37.78,47.0,2695.0,643.0,1505.0,644.0,3.0877,329100.0,NEAR BAY +-122.49,37.78,52.0,3440.0,722.0,1663.0,665.0,3.0278,356300.0,NEAR BAY +-122.49,37.77,52.0,2342.0,458.0,1170.0,458.0,3.7036,369200.0,NEAR BAY +-122.5,37.77,52.0,2433.0,454.0,1070.0,420.0,4.125,359500.0,NEAR BAY +-122.49,37.78,52.0,2050.0,439.0,1109.0,437.0,2.6719,318500.0,NEAR BAY +-122.49,37.78,42.0,2723.0,579.0,1419.0,519.0,3.6429,328400.0,NEAR BAY +-122.49,37.78,49.0,2176.0,441.0,1040.0,448.0,4.2414,500001.0,NEAR BAY +-122.5,37.78,50.0,1922.0,427.0,1049.0,443.0,3.5833,348500.0,NEAR BAY +-122.5,37.77,52.0,1769.0,414.0,1032.0,380.0,3.9954,324700.0,NEAR BAY +-122.5,37.77,52.0,2299.0,441.0,1252.0,415.0,5.0562,336700.0,NEAR BAY +-122.5,37.77,52.0,2739.0,569.0,1312.0,531.0,3.5833,322900.0,NEAR BAY +-122.5,37.78,46.0,2646.0,607.0,1418.0,563.0,3.7167,332800.0,NEAR BAY +-122.51,37.78,45.0,2564.0,499.0,1056.0,460.0,4.7328,351100.0,NEAR BAY +-122.51,37.78,47.0,2496.0,494.0,1201.0,454.0,4.0353,342200.0,NEAR BAY +-122.55,37.79,32.0,2131.0,625.0,1229.0,572.0,2.9201,322200.0,NEAR OCEAN +-122.47,37.81,45.0,6927.0,1258.0,4715.0,1165.0,3.4051,500001.0,NEAR BAY +-122.5,37.79,52.0,8.0,1.0,13.0,1.0,15.0001,500001.0,NEAR BAY +-122.54,37.72,17.0,2975.0,968.0,1453.0,828.0,3.527,318900.0,NEAR OCEAN +-122.42,37.72,42.0,4219.0,1125.0,3549.0,993.0,1.2387,212800.0,NEAR BAY +-122.36,37.72,10.0,479.0,125.0,355.0,108.0,2.7083,180400.0,NEAR BAY +-122.39,37.74,52.0,126.0,24.0,37.0,27.0,10.2264,225000.0,NEAR BAY +-122.4,37.75,26.0,54.0,9.0,23.0,9.0,6.1359,225000.0,NEAR BAY +-122.38,37.71,47.0,1088.0,190.0,558.0,166.0,4.2708,207100.0,NEAR BAY +-122.4,37.71,47.0,1649.0,328.0,1183.0,356.0,3.3625,223700.0,NEAR BAY +-121.28,37.96,28.0,1942.0,724.0,1618.0,638.0,0.9365,52500.0,INLAND +-121.28,37.95,49.0,1200.0,364.0,1448.0,318.0,1.1094,52500.0,INLAND +-121.28,37.95,46.0,1026.0,330.0,1109.0,333.0,1.2904,63300.0,INLAND +-121.29,37.96,52.0,888.0,324.0,630.0,258.0,1.2411,112500.0,INLAND +-121.29,37.96,52.0,287.0,119.0,154.0,85.0,0.8738,75000.0,INLAND +-121.29,37.95,16.0,761.0,306.0,438.0,282.0,0.7714,87500.0,INLAND +-121.3,37.95,9.0,674.0,242.0,575.0,193.0,2.2024,45000.0,INLAND +-121.29,37.95,52.0,107.0,79.0,167.0,53.0,0.7917,22500.0,INLAND +-121.3,37.96,24.0,1212.0,366.0,1202.0,343.0,1.7875,76800.0,INLAND +-121.31,37.96,48.0,1112.0,227.0,583.0,216.0,2.3393,77600.0,INLAND +-121.29,37.97,52.0,1610.0,480.0,1025.0,440.0,1.2962,110200.0,INLAND +-121.29,37.96,48.0,1778.0,541.0,1237.0,462.0,1.3438,103100.0,INLAND +-121.29,37.96,50.0,1669.0,558.0,1340.0,484.0,1.3191,92300.0,INLAND +-121.3,37.96,31.0,2668.0,812.0,1398.0,721.0,1.125,110400.0,INLAND +-121.3,37.96,52.0,1475.0,238.0,736.0,260.0,3.6591,105100.0,INLAND +-121.3,37.96,52.0,1354.0,314.0,679.0,311.0,1.7788,97400.0,INLAND +-121.31,37.96,52.0,2654.0,468.0,1157.0,494.0,3.226,107600.0,INLAND +-121.31,37.96,52.0,1829.0,301.0,694.0,319.0,3.3466,92600.0,INLAND +-121.28,37.97,47.0,2348.0,507.0,1455.0,479.0,1.65,66000.0,INLAND +-121.27,37.96,43.0,1624.0,448.0,1805.0,440.0,1.425,61300.0,INLAND +-121.27,37.95,43.0,557.0,165.0,573.0,144.0,1.7212,59000.0,INLAND +-121.27,37.95,52.0,1318.0,308.0,1368.0,310.0,1.8261,54600.0,INLAND +-121.27,37.94,38.0,512.0,133.0,676.0,124.0,1.7386,52000.0,INLAND +-121.28,37.94,44.0,1406.0,357.0,1489.0,386.0,1.4688,56800.0,INLAND +-121.28,37.94,48.0,1766.0,444.0,1406.0,421.0,1.7039,52700.0,INLAND +-121.29,37.95,52.0,288.0,86.0,272.0,54.0,0.696,42500.0,INLAND +-121.29,37.94,40.0,2827.0,655.0,2037.0,574.0,2.0303,63800.0,INLAND +-121.32,37.95,40.0,964.0,230.0,742.0,209.0,1.2625,43000.0,INLAND +-121.31,37.94,41.0,375.0,108.0,323.0,98.0,1.9531,45000.0,INLAND +-121.3,37.94,40.0,452.0,109.0,412.0,97.0,1.3417,60800.0,INLAND +-121.3,37.94,52.0,24.0,6.0,23.0,5.0,2.375,67500.0,INLAND +-121.32,37.94,36.0,40.0,10.0,64.0,14.0,2.625,55000.0,INLAND +-121.31,37.96,52.0,1938.0,332.0,788.0,320.0,3.6094,118400.0,INLAND +-121.32,37.96,47.0,1700.0,344.0,922.0,357.0,3.1845,87200.0,INLAND +-121.32,37.96,46.0,1832.0,365.0,975.0,373.0,2.0398,88100.0,INLAND +-121.33,37.96,42.0,1619.0,340.0,906.0,339.0,2.5488,80300.0,INLAND +-121.34,37.96,27.0,1839.0,442.0,2010.0,416.0,2.1284,59400.0,INLAND +-121.32,37.95,36.0,747.0,189.0,338.0,145.0,1.7885,62100.0,INLAND +-121.32,37.96,5.0,123.0,21.0,50.0,20.0,2.7656,50000.0,INLAND +-121.34,37.97,33.0,2493.0,454.0,1203.0,436.0,3.765,94600.0,INLAND +-121.34,37.96,23.0,2830.0,659.0,1554.0,654.0,3.0354,113700.0,INLAND +-121.35,37.97,33.0,3656.0,681.0,1698.0,671.0,3.1406,93900.0,INLAND +-121.36,37.96,32.0,614.0,95.0,227.0,107.0,3.9922,247400.0,INLAND +-121.35,37.96,21.0,1343.0,183.0,462.0,193.0,5.8995,189900.0,INLAND +-121.32,37.98,37.0,3247.0,643.0,1737.0,665.0,3.066,94100.0,INLAND +-121.33,37.98,36.0,3113.0,576.0,1746.0,544.0,3.4625,84600.0,INLAND +-121.33,37.97,38.0,3166.0,575.0,1351.0,561.0,3.5404,91600.0,INLAND +-121.32,37.97,46.0,2270.0,427.0,1097.0,453.0,3.3235,87800.0,INLAND +-121.32,37.97,43.0,2453.0,490.0,1093.0,438.0,2.9107,88800.0,INLAND +-121.33,37.96,20.0,1727.0,386.0,730.0,342.0,2.5195,92600.0,INLAND +-121.33,37.97,43.0,1511.0,292.0,721.0,320.0,3.5703,87400.0,INLAND +-121.33,37.97,36.0,1953.0,492.0,999.0,371.0,2.0043,90800.0,INLAND +-121.31,37.98,47.0,3386.0,663.0,1228.0,619.0,3.0625,141500.0,INLAND +-121.3,37.97,52.0,2980.0,537.0,1128.0,510.0,4.061,113600.0,INLAND +-121.31,37.97,42.0,1824.0,277.0,720.0,309.0,5.1915,183700.0,INLAND +-121.31,37.97,45.0,2604.0,454.0,988.0,442.0,3.6667,123100.0,INLAND +-121.29,37.98,42.0,625.0,143.0,533.0,159.0,2.625,65400.0,INLAND +-121.29,37.97,52.0,2995.0,555.0,1392.0,503.0,1.7794,98800.0,INLAND +-121.29,37.98,49.0,2501.0,565.0,1171.0,550.0,2.5043,76700.0,INLAND +-121.3,37.98,47.0,2373.0,461.0,990.0,444.0,4.175,98300.0,INLAND +-121.3,37.97,52.0,2259.0,417.0,766.0,385.0,2.2981,105400.0,INLAND +-121.29,37.99,41.0,930.0,191.0,463.0,185.0,3.4141,90600.0,INLAND +-121.29,37.99,30.0,1271.0,528.0,2019.0,524.0,1.5152,81300.0,INLAND +-121.3,37.99,38.0,2375.0,494.0,1167.0,471.0,2.6673,87500.0,INLAND +-121.3,37.98,39.0,3375.0,659.0,1388.0,631.0,2.6364,93800.0,INLAND +-121.28,37.99,42.0,495.0,116.0,284.0,97.0,2.8854,55700.0,INLAND +-121.26,37.98,32.0,3274.0,820.0,2050.0,738.0,2.1265,55700.0,INLAND +-121.27,37.98,43.0,2608.0,516.0,1322.0,528.0,2.5714,70000.0,INLAND +-121.27,37.98,43.0,1005.0,200.0,492.0,172.0,2.6812,72800.0,INLAND +-121.28,37.98,52.0,941.0,184.0,414.0,171.0,2.1429,69900.0,INLAND +-121.29,37.99,45.0,965.0,198.0,498.0,195.0,1.6944,75200.0,INLAND +-121.27,37.97,39.0,1023.0,243.0,550.0,224.0,1.1141,54400.0,INLAND +-121.26,37.96,43.0,527.0,133.0,367.0,152.0,2.5,63600.0,INLAND +-121.27,37.96,43.0,948.0,221.0,749.0,208.0,1.962,52700.0,INLAND +-121.27,37.96,52.0,583.0,114.0,310.0,93.0,2.5625,54200.0,INLAND +-121.26,37.98,41.0,1633.0,433.0,885.0,413.0,0.9782,54200.0,INLAND +-121.25,37.98,39.0,1765.0,414.0,1056.0,414.0,1.5329,48300.0,INLAND +-121.26,37.97,31.0,1189.0,295.0,891.0,292.0,2.5536,50500.0,INLAND +-121.25,37.97,34.0,1288.0,344.0,846.0,293.0,1.7895,63100.0,INLAND +-121.26,37.96,43.0,940.0,208.0,690.0,181.0,2.3056,62300.0,INLAND +-121.26,37.97,41.0,2398.0,448.0,1143.0,444.0,3.0352,69800.0,INLAND +-121.25,37.97,41.0,855.0,189.0,716.0,206.0,2.0375,75000.0,INLAND +-121.26,37.96,35.0,1511.0,316.0,892.0,304.0,1.7898,63500.0,INLAND +-121.25,37.95,40.0,1703.0,362.0,1208.0,373.0,2.0817,55300.0,INLAND +-121.26,37.95,44.0,819.0,184.0,677.0,183.0,1.725,59300.0,INLAND +-121.26,37.95,39.0,1841.0,428.0,1368.0,390.0,2.1583,62000.0,INLAND +-121.27,37.96,41.0,461.0,101.0,382.0,79.0,1.275,54000.0,INLAND +-121.26,37.96,40.0,535.0,105.0,335.0,102.0,2.5234,62800.0,INLAND +-121.25,37.96,26.0,2205.0,478.0,1730.0,472.0,2.4866,68300.0,INLAND +-121.24,37.96,29.0,874.0,217.0,788.0,222.0,1.9187,57700.0,INLAND +-121.25,37.95,46.0,2001.0,428.0,1384.0,401.0,1.9402,62200.0,INLAND +-121.24,37.95,36.0,361.0,63.0,169.0,62.0,3.7734,63800.0,INLAND +-121.25,37.94,30.0,1509.0,308.0,967.0,278.0,1.7798,65900.0,INLAND +-121.24,37.94,5.0,2232.0,488.0,1857.0,435.0,2.8705,113600.0,INLAND +-121.24,37.93,21.0,1185.0,237.0,960.0,245.0,2.0893,65000.0,INLAND +-121.25,37.94,28.0,964.0,232.0,782.0,218.0,2.3269,55900.0,INLAND +-121.25,37.93,31.0,1673.0,382.0,1734.0,400.0,2.0833,48300.0,INLAND +-121.26,37.93,33.0,2109.0,531.0,2248.0,588.0,1.4583,53000.0,INLAND +-121.26,37.94,43.0,1610.0,412.0,1409.0,365.0,1.7574,51700.0,INLAND +-121.27,37.93,24.0,1451.0,320.0,1413.0,283.0,2.125,61200.0,INLAND +-121.28,37.94,35.0,2680.0,634.0,2188.0,611.0,1.9375,56700.0,INLAND +-121.28,37.92,36.0,499.0,115.0,451.0,124.0,2.1705,60300.0,INLAND +-121.28,37.94,40.0,2806.0,685.0,2268.0,635.0,1.8814,57700.0,INLAND +-121.29,37.93,37.0,2488.0,578.0,1854.0,514.0,2.551,59100.0,INLAND +-121.29,37.93,24.0,1438.0,351.0,1294.0,342.0,2.7829,61800.0,INLAND +-121.28,37.93,23.0,1491.0,346.0,1223.0,343.0,2.1591,67800.0,INLAND +-121.28,37.92,30.0,1061.0,230.0,851.0,195.0,2.4412,61600.0,INLAND +-121.29,37.92,12.0,1096.0,240.0,1175.0,278.0,3.1053,73100.0,INLAND +-121.28,37.91,31.0,820.0,179.0,576.0,155.0,1.69,65900.0,INLAND +-121.31,37.93,21.0,1556.0,314.0,1140.0,304.0,2.4667,81400.0,INLAND +-121.3,37.92,28.0,3308.0,766.0,3201.0,720.0,1.7694,73900.0,INLAND +-121.24,37.98,33.0,450.0,123.0,236.0,103.0,1.1964,80400.0,INLAND +-121.24,37.97,47.0,886.0,196.0,517.0,188.0,2.1991,67200.0,INLAND +-121.24,37.96,37.0,1175.0,260.0,951.0,267.0,2.875,57700.0,INLAND +-121.23,37.96,37.0,2351.0,564.0,1591.0,549.0,1.6563,57200.0,INLAND +-121.23,37.96,44.0,2204.0,473.0,1277.0,435.0,1.5539,59200.0,INLAND +-121.23,37.95,36.0,811.0,168.0,514.0,152.0,2.625,89200.0,INLAND +-121.22,37.97,37.0,1514.0,337.0,1121.0,337.0,2.401,58400.0,INLAND +-121.22,37.96,30.0,1737.0,381.0,1177.0,347.0,1.9875,56400.0,INLAND +-121.22,37.96,31.0,1484.0,314.0,1163.0,336.0,2.625,72100.0,INLAND +-121.25,37.92,19.0,2109.0,427.0,1742.0,426.0,2.4097,66000.0,INLAND +-121.23,37.92,28.0,590.0,129.0,315.0,99.0,1.8958,85700.0,INLAND +-121.36,38.0,17.0,4535.0,762.0,1562.0,743.0,5.3224,225800.0,INLAND +-121.35,38.0,22.0,3564.0,730.0,1539.0,699.0,3.675,152400.0,INLAND +-121.35,38.0,6.0,1649.0,369.0,732.0,350.0,3.4231,123800.0,INLAND +-121.37,38.01,15.0,2430.0,315.0,1016.0,314.0,10.0088,242000.0,INLAND +-121.35,38.01,15.0,2682.0,599.0,1520.0,601.0,3.5982,94400.0,INLAND +-121.36,38.01,16.0,926.0,230.0,451.0,198.0,4.0221,173300.0,INLAND +-121.36,38.01,16.0,2178.0,667.0,1192.0,579.0,2.3339,87100.0,INLAND +-121.36,38.01,16.0,1080.0,166.0,507.0,182.0,4.5278,166900.0,INLAND +-121.34,38.01,17.0,2033.0,452.0,1114.0,446.0,3.2872,175000.0,INLAND +-121.33,38.01,27.0,1612.0,234.0,630.0,255.0,5.318,155100.0,INLAND +-121.34,38.0,32.0,3877.0,687.0,1642.0,647.0,4.0444,129200.0,INLAND +-121.33,38.0,32.0,4474.0,929.0,2177.0,884.0,3.2889,98900.0,INLAND +-121.33,38.01,36.0,1383.0,207.0,531.0,203.0,5.9191,151900.0,INLAND +-121.32,38.01,20.0,1903.0,395.0,919.0,359.0,2.6765,96400.0,INLAND +-121.32,38.01,36.0,391.0,74.0,171.0,79.0,2.7045,102800.0,INLAND +-121.32,38.0,21.0,1795.0,482.0,1114.0,472.0,2.0091,101500.0,INLAND +-121.32,38.0,22.0,2105.0,521.0,781.0,483.0,2.213,87500.0,INLAND +-121.33,38.0,14.0,3731.0,772.0,1679.0,750.0,3.1369,119600.0,INLAND +-121.33,37.99,15.0,4472.0,1079.0,1837.0,976.0,2.5,175900.0,INLAND +-121.34,37.99,11.0,4487.0,868.0,2195.0,780.0,3.9615,194600.0,INLAND +-121.34,37.99,14.0,3111.0,498.0,1178.0,525.0,6.556,234700.0,INLAND +-121.31,37.99,15.0,3103.0,965.0,3061.0,861.0,1.3729,110300.0,INLAND +-121.32,37.98,20.0,1591.0,589.0,1916.0,536.0,1.3531,94600.0,INLAND +-121.33,37.98,9.0,2370.0,424.0,1129.0,386.0,5.143,176500.0,INLAND +-121.33,37.98,10.0,1564.0,397.0,643.0,347.0,2.7031,150000.0,INLAND +-121.36,37.99,8.0,1801.0,380.0,684.0,350.0,4.2589,134900.0,INLAND +-121.34,37.98,8.0,2628.0,428.0,1158.0,393.0,5.3002,191700.0,INLAND +-121.33,38.02,33.0,2854.0,489.0,1109.0,452.0,4.3008,136400.0,INLAND +-121.34,38.02,30.0,4375.0,689.0,2038.0,709.0,5.1202,133800.0,INLAND +-121.33,38.02,31.0,1466.0,,608.0,254.0,3.1827,162100.0,INLAND +-121.33,38.02,37.0,1964.0,315.0,915.0,335.0,4.3008,119800.0,INLAND +-121.34,38.03,20.0,4213.0,751.0,2071.0,714.0,4.4063,130800.0,INLAND +-121.33,38.03,19.0,1708.0,291.0,906.0,288.0,4.918,130600.0,INLAND +-121.36,38.04,4.0,2477.0,359.0,1234.0,377.0,5.5427,162100.0,INLAND +-121.35,38.04,5.0,4303.0,613.0,2206.0,621.0,5.5842,159100.0,INLAND +-121.35,38.04,12.0,6217.0,1019.0,3771.0,961.0,3.7206,146000.0,INLAND +-121.36,38.04,9.0,2167.0,370.0,1290.0,351.0,5.0285,148200.0,INLAND +-121.34,38.05,16.0,667.0,92.0,267.0,90.0,5.6147,244700.0,INLAND +-121.34,38.04,16.0,3295.0,565.0,2279.0,576.0,3.6083,146400.0,INLAND +-121.33,38.04,15.0,1933.0,280.0,965.0,260.0,4.6477,142700.0,INLAND +-121.33,38.03,10.0,629.0,140.0,635.0,146.0,2.2961,126700.0,INLAND +-121.32,38.03,16.0,4045.0,623.0,1862.0,625.0,4.875,143100.0,INLAND +-121.33,38.04,15.0,2903.0,440.0,1325.0,423.0,4.5179,145600.0,INLAND +-121.33,38.04,10.0,1421.0,204.0,657.0,209.0,5.1878,153900.0,INLAND +-121.35,38.03,8.0,1904.0,255.0,895.0,242.0,5.7201,155700.0,INLAND +-121.34,38.03,12.0,2707.0,433.0,1200.0,380.0,4.9861,133500.0,INLAND +-121.35,38.02,16.0,1665.0,311.0,1301.0,259.0,2.8403,132300.0,INLAND +-121.35,38.03,16.0,3158.0,515.0,1596.0,528.0,4.1739,131300.0,INLAND +-121.36,38.03,14.0,2356.0,438.0,1378.0,481.0,3.7375,138800.0,INLAND +-121.35,38.02,15.0,3583.0,644.0,2183.0,643.0,3.428,140700.0,INLAND +-121.36,38.02,5.0,2229.0,543.0,1010.0,474.0,4.1719,206100.0,INLAND +-121.36,38.03,7.0,3461.0,859.0,1518.0,741.0,3.5684,78700.0,INLAND +-121.32,38.04,30.0,249.0,44.0,167.0,45.0,4.5,92800.0,INLAND +-121.31,38.03,24.0,3050.0,568.0,1743.0,549.0,3.7413,105300.0,INLAND +-121.32,38.03,25.0,2474.0,513.0,1947.0,524.0,2.5742,98400.0,INLAND +-121.32,38.02,26.0,2851.0,533.0,1544.0,499.0,3.5379,99100.0,INLAND +-121.31,38.03,18.0,4893.0,1008.0,3036.0,997.0,2.5212,110000.0,INLAND +-121.29,38.0,12.0,4038.0,1074.0,3440.0,942.0,1.9698,112300.0,INLAND +-121.31,37.99,23.0,3135.0,707.0,1650.0,680.0,1.886,105300.0,INLAND +-121.3,38.0,23.0,3706.0,1106.0,3785.0,1019.0,1.7774,100000.0,INLAND +-121.3,38.01,29.0,2289.0,449.0,1215.0,435.0,3.2788,100000.0,INLAND +-121.3,38.0,27.0,2918.0,580.0,1338.0,544.0,2.6495,116200.0,INLAND +-121.31,38.0,35.0,2097.0,351.0,977.0,358.0,4.3958,108400.0,INLAND +-121.31,38.0,19.0,908.0,158.0,306.0,154.0,3.9792,131900.0,INLAND +-121.31,38.02,24.0,4157.0,951.0,2734.0,879.0,2.7981,92100.0,INLAND +-121.3,38.01,30.0,2547.0,485.0,1547.0,501.0,3.994,95500.0,INLAND +-121.32,38.02,23.0,3251.0,689.0,1890.0,668.0,3.0729,104800.0,INLAND +-121.31,38.01,22.0,2101.0,514.0,1304.0,511.0,2.8348,101600.0,INLAND +-121.31,38.01,22.0,2575.0,680.0,1367.0,645.0,1.4274,90500.0,INLAND +-121.3,38.04,8.0,2668.0,447.0,1713.0,444.0,4.0156,117600.0,INLAND +-121.3,38.03,13.0,1014.0,200.0,712.0,197.0,3.1471,102800.0,INLAND +-121.3,38.03,10.0,1409.0,248.0,782.0,222.0,4.0227,107700.0,INLAND +-121.29,38.04,16.0,2128.0,441.0,1860.0,459.0,3.1779,97300.0,INLAND +-121.29,38.03,16.0,4356.0,881.0,1629.0,818.0,2.2672,91100.0,INLAND +-121.28,38.03,11.0,3585.0,729.0,2769.0,715.0,3.0907,94100.0,INLAND +-121.29,38.03,7.0,2021.0,441.0,1615.0,406.0,2.5842,111300.0,INLAND +-121.28,38.03,11.0,826.0,150.0,684.0,166.0,3.9265,107400.0,INLAND +-121.29,38.02,12.0,2006.0,426.0,1849.0,396.0,2.5437,99000.0,INLAND +-121.3,38.02,16.0,2717.0,621.0,3343.0,643.0,2.5473,106300.0,INLAND +-121.3,38.03,11.0,2866.0,654.0,1404.0,525.0,2.505,95000.0,INLAND +-121.3,38.02,4.0,1515.0,384.0,491.0,348.0,2.8523,87500.0,INLAND +-121.29,38.0,4.0,1392.0,322.0,1784.0,309.0,2.375,124500.0,INLAND +-121.29,38.01,2.0,6403.0,1116.0,3327.0,957.0,4.4871,137900.0,INLAND +-121.28,38.02,8.0,1868.0,392.0,1258.0,389.0,3.175,95900.0,INLAND +-121.29,38.01,10.0,69.0,16.0,50.0,20.0,3.75,120800.0,INLAND +-121.27,38.05,26.0,378.0,75.0,164.0,65.0,3.4107,82800.0,INLAND +-121.27,38.02,32.0,342.0,58.0,138.0,52.0,2.9821,155000.0,INLAND +-121.3,38.05,52.0,122.0,26.0,62.0,25.0,1.15,112500.0,INLAND +-121.25,38.05,25.0,1967.0,362.0,1035.0,361.0,3.5735,106800.0,INLAND +-121.25,38.04,26.0,3080.0,473.0,1257.0,465.0,4.9861,201800.0,INLAND +-121.25,38.01,16.0,2397.0,501.0,1053.0,557.0,2.6994,112500.0,INLAND +-121.23,38.04,32.0,1829.0,262.0,677.0,243.0,6.1805,247900.0,INLAND +-121.22,38.04,42.0,343.0,50.0,116.0,49.0,5.5376,212500.0,INLAND +-121.25,38.03,29.0,2465.0,327.0,859.0,315.0,6.6605,220700.0,INLAND +-121.22,38.0,35.0,1841.0,300.0,783.0,285.0,2.8167,162100.0,INLAND +-121.24,38.01,22.0,1526.0,299.0,790.0,300.0,2.4342,125000.0,INLAND +-121.25,38.0,21.0,446.0,73.0,182.0,57.0,2.8958,135000.0,INLAND +-121.26,37.99,27.0,429.0,102.0,179.0,90.0,2.3333,87500.0,INLAND +-121.24,38.0,25.0,1471.0,300.0,721.0,304.0,2.4688,126800.0,INLAND +-121.23,37.99,38.0,523.0,80.0,226.0,72.0,5.5693,153100.0,INLAND +-121.23,37.98,27.0,849.0,137.0,373.0,131.0,5.0362,181300.0,INLAND +-121.2,37.97,39.0,440.0,83.0,270.0,97.0,6.0582,157700.0,INLAND +-121.19,38.04,35.0,703.0,117.0,290.0,107.0,3.225,177100.0,INLAND +-121.16,38.03,28.0,253.0,50.0,201.0,51.0,1.4732,156300.0,INLAND +-121.2,38.02,44.0,608.0,108.0,287.0,83.0,3.3882,125000.0,INLAND +-121.18,37.99,31.0,2450.0,559.0,1459.0,478.0,2.4674,130900.0,INLAND +-121.17,37.97,28.0,1374.0,248.0,769.0,229.0,3.6389,130400.0,INLAND +-121.23,37.95,32.0,2081.0,472.0,1342.0,411.0,2.7958,59000.0,INLAND +-121.19,37.93,27.0,1621.0,363.0,909.0,345.0,2.1513,99700.0,INLAND +-121.23,37.94,20.0,268.0,78.0,77.0,49.0,1.125,150000.0,INLAND +-121.22,37.93,21.0,336.0,68.0,206.0,73.0,4.75,121400.0,INLAND +-121.22,37.95,30.0,1055.0,211.0,629.0,170.0,2.8676,76900.0,INLAND +-121.18,37.96,35.0,411.0,74.0,193.0,59.0,2.5625,146900.0,INLAND +-121.24,37.9,16.0,50.0,10.0,20.0,6.0,2.625,137500.0,INLAND +-121.26,37.88,42.0,465.0,93.0,256.0,93.0,3.1719,158300.0,INLAND +-121.28,37.9,28.0,371.0,71.0,171.0,70.0,0.9614,55700.0,INLAND +-121.27,37.88,43.0,968.0,249.0,664.0,240.0,1.6458,83600.0,INLAND +-121.27,37.87,34.0,1010.0,206.0,678.0,234.0,2.9531,104000.0,INLAND +-121.31,37.9,38.0,226.0,44.0,125.0,38.0,2.9,125000.0,INLAND +-121.29,37.89,26.0,161.0,27.0,1542.0,30.0,5.7485,162500.0,INLAND +-121.29,37.87,29.0,488.0,108.0,308.0,115.0,2.6563,103100.0,INLAND +-121.23,37.87,49.0,98.0,24.0,59.0,26.0,3.65,162500.0,INLAND +-121.49,37.94,31.0,1860.0,394.0,1848.0,293.0,2.2891,162500.0,INLAND +-121.38,37.88,44.0,1158.0,226.0,1094.0,224.0,2.6842,156300.0,INLAND +-121.47,38.13,13.0,3192.0,715.0,1768.0,626.0,2.2619,123500.0,INLAND +-121.42,38.22,35.0,1507.0,313.0,868.0,283.0,2.0284,96300.0,INLAND +-121.36,38.15,42.0,2051.0,334.0,878.0,318.0,4.3553,185700.0,INLAND +-121.32,38.16,14.0,2049.0,398.0,1071.0,369.0,3.5,240800.0,INLAND +-121.32,38.13,5.0,3136.0,501.0,1327.0,467.0,5.5942,186900.0,INLAND +-121.35,38.09,32.0,1706.0,292.0,923.0,284.0,5.5057,147200.0,INLAND +-121.32,38.15,5.0,5428.0,994.0,2725.0,902.0,3.9323,130100.0,INLAND +-121.23,38.12,22.0,393.0,58.0,134.0,57.0,3.95,178100.0,INLAND +-121.23,38.11,48.0,561.0,81.0,240.0,69.0,3.6312,202800.0,INLAND +-121.23,38.09,23.0,633.0,91.0,236.0,83.0,6.4562,230000.0,INLAND +-121.26,38.09,35.0,930.0,186.0,525.0,201.0,2.0625,155000.0,INLAND +-121.3,38.09,31.0,335.0,53.0,154.0,55.0,2.0694,175000.0,INLAND +-121.29,38.07,21.0,1185.0,207.0,533.0,213.0,3.1917,204500.0,INLAND +-121.25,38.07,28.0,2103.0,422.0,1167.0,391.0,3.0592,152800.0,INLAND +-121.29,38.14,27.0,836.0,132.0,303.0,133.0,3.875,127400.0,INLAND +-121.3,38.14,17.0,3507.0,696.0,1867.0,709.0,3.2123,120700.0,INLAND +-121.29,38.14,34.0,2770.0,544.0,1409.0,535.0,3.2338,101800.0,INLAND +-121.29,38.14,34.0,1500.0,337.0,674.0,282.0,2.515,110800.0,INLAND +-121.29,38.13,31.0,1008.0,212.0,453.0,195.0,2.3917,113500.0,INLAND +-121.3,38.13,27.0,1004.0,192.0,470.0,192.0,2.8942,116700.0,INLAND +-121.3,38.13,23.0,2864.0,504.0,1298.0,499.0,3.2303,131800.0,INLAND +-121.29,38.15,23.0,4183.0,633.0,1886.0,628.0,4.8787,175300.0,INLAND +-121.28,38.14,37.0,3278.0,623.0,1431.0,575.0,3.3987,99500.0,INLAND +-121.27,38.14,33.0,3557.0,894.0,2659.0,894.0,2.2883,86900.0,INLAND +-121.27,38.14,40.0,929.0,257.0,576.0,229.0,2.125,137500.0,INLAND +-121.28,38.14,38.0,2803.0,500.0,1223.0,509.0,4.119,128800.0,INLAND +-121.28,38.13,48.0,1892.0,333.0,804.0,352.0,4.0625,143200.0,INLAND +-121.27,38.13,52.0,1081.0,257.0,437.0,225.0,2.1979,114100.0,INLAND +-121.27,38.13,40.0,2402.0,509.0,1197.0,486.0,2.1771,98200.0,INLAND +-121.28,38.13,32.0,3366.0,676.0,1916.0,697.0,2.5401,125400.0,INLAND +-121.28,38.12,34.0,3268.0,640.0,1906.0,628.0,2.8237,110700.0,INLAND +-121.27,38.12,44.0,2356.0,482.0,1043.0,443.0,2.4949,108000.0,INLAND +-121.29,38.13,20.0,3168.0,514.0,1390.0,490.0,5.0,154800.0,INLAND +-121.3,38.13,26.0,2256.0,360.0,937.0,372.0,5.0528,153700.0,INLAND +-121.29,38.12,18.0,1534.0,275.0,741.0,263.0,3.9607,132500.0,INLAND +-121.3,38.12,11.0,1792.0,252.0,767.0,263.0,7.6889,229300.0,INLAND +-121.3,38.11,5.0,5979.0,1190.0,2679.0,1084.0,4.196,171700.0,INLAND +-121.27,38.11,11.0,3163.0,794.0,2106.0,762.0,2.4482,103000.0,INLAND +-121.28,38.11,10.0,2974.0,588.0,1559.0,568.0,3.8825,136800.0,INLAND +-121.27,38.11,15.0,2039.0,384.0,1178.0,375.0,3.8672,120100.0,INLAND +-121.28,38.1,13.0,2432.0,586.0,1441.0,606.0,2.5556,133100.0,INLAND +-121.29,38.1,14.0,1551.0,297.0,785.0,281.0,3.775,163300.0,INLAND +-121.27,38.13,39.0,2614.0,634.0,1862.0,654.0,1.9238,70700.0,INLAND +-121.27,38.12,37.0,2232.0,504.0,1455.0,471.0,2.5587,87800.0,INLAND +-121.26,38.13,38.0,1419.0,411.0,1226.0,397.0,2.2188,68800.0,INLAND +-121.26,38.12,27.0,1818.0,459.0,1182.0,428.0,1.8575,73800.0,INLAND +-121.25,38.13,25.0,1305.0,270.0,789.0,235.0,3.2993,91100.0,INLAND +-121.26,38.11,4.0,2058.0,366.0,933.0,316.0,4.2448,150900.0,INLAND +-121.26,38.11,8.0,2770.0,642.0,1611.0,633.0,3.1284,115100.0,INLAND +-121.25,38.14,16.0,1174.0,242.0,464.0,261.0,2.3,133300.0,INLAND +-121.26,38.14,10.0,3371.0,665.0,1823.0,654.0,3.5333,116800.0,INLAND +-121.27,38.13,35.0,2607.0,685.0,2016.0,618.0,1.75,82900.0,INLAND +-121.26,38.13,25.0,2549.0,675.0,2053.0,648.0,2.0875,83100.0,INLAND +-121.24,38.22,28.0,2593.0,487.0,1365.0,457.0,3.3929,113000.0,INLAND +-121.22,38.16,24.0,4411.0,776.0,2038.0,732.0,3.475,151200.0,INLAND +-121.28,38.17,19.0,1337.0,236.0,744.0,225.0,4.0924,244200.0,INLAND +-121.32,38.21,27.0,2643.0,467.0,1455.0,444.0,3.6398,146700.0,INLAND +-121.16,38.16,31.0,1953.0,366.0,999.0,316.0,2.4906,122500.0,INLAND +-121.14,38.16,14.0,2591.0,497.0,1371.0,479.0,3.5774,113900.0,INLAND +-121.06,38.25,13.0,651.0,102.0,301.0,104.0,3.6528,200000.0,INLAND +-121.15,38.21,18.0,4176.0,700.0,2164.0,699.0,4.0365,174200.0,INLAND +-121.05,38.14,19.0,3326.0,561.0,1544.0,511.0,2.9875,166300.0,INLAND +-121.09,38.19,23.0,762.0,140.0,358.0,141.0,2.4545,105000.0,INLAND +-121.19,38.13,27.0,2400.0,435.0,1085.0,444.0,3.7687,165200.0,INLAND +-121.18,38.07,21.0,2333.0,377.0,1073.0,332.0,4.8125,161100.0,INLAND +-120.97,38.0,27.0,1683.0,288.0,873.0,258.0,4.7069,176900.0,INLAND +-121.05,37.93,17.0,2474.0,480.0,1649.0,453.0,3.275,156500.0,INLAND +-121.11,38.04,32.0,1083.0,188.0,471.0,178.0,2.9241,187500.0,INLAND +-121.09,38.03,21.0,2064.0,342.0,1021.0,359.0,4.517,152200.0,INLAND +-121.12,38.0,36.0,683.0,159.0,505.0,141.0,3.4265,158900.0,INLAND +-120.99,37.8,32.0,2564.0,513.0,1198.0,459.0,2.9083,113400.0,INLAND +-121.0,37.8,13.0,4030.0,744.0,2248.0,766.0,3.6107,141300.0,INLAND +-120.98,37.79,20.0,2458.0,491.0,1227.0,481.0,2.7857,110900.0,INLAND +-120.97,37.84,28.0,2368.0,430.0,1231.0,403.0,2.883,141900.0,INLAND +-120.96,37.77,32.0,2262.0,416.0,1156.0,404.0,3.8534,157600.0,INLAND +-121.04,37.78,32.0,2916.0,528.0,1466.0,473.0,2.5643,200000.0,INLAND +-121.06,37.86,24.0,1713.0,328.0,1258.0,324.0,2.683,169400.0,INLAND +-121.13,37.74,31.0,677.0,144.0,523.0,159.0,2.4598,97100.0,INLAND +-121.13,37.74,28.0,409.0,104.0,244.0,98.0,3.4643,90900.0,INLAND +-121.12,37.73,35.0,1107.0,227.0,573.0,210.0,2.3924,102200.0,INLAND +-121.13,37.74,21.0,2376.0,475.0,1175.0,441.0,3.6016,134600.0,INLAND +-121.13,37.73,40.0,1126.0,220.0,667.0,235.0,3.3158,125900.0,INLAND +-121.11,37.74,11.0,3886.0,599.0,1605.0,529.0,4.4213,182700.0,INLAND +-121.1,37.8,35.0,1853.0,331.0,958.0,340.0,3.3578,149000.0,INLAND +-121.11,37.76,22.0,2606.0,411.0,1252.0,397.0,4.1833,192100.0,INLAND +-121.16,37.73,7.0,4956.0,941.0,3006.0,915.0,3.4426,139000.0,INLAND +-121.25,37.76,22.0,2430.0,417.0,1292.0,391.0,3.4009,182400.0,INLAND +-121.22,37.72,34.0,2123.0,387.0,1310.0,368.0,2.6368,165600.0,INLAND +-121.22,37.81,17.0,2879.0,542.0,1802.0,530.0,3.6378,126100.0,INLAND +-121.22,37.8,28.0,2608.0,576.0,1719.0,554.0,2.1186,94400.0,INLAND +-121.22,37.8,37.0,1038.0,222.0,521.0,211.0,2.125,91900.0,INLAND +-121.21,37.81,18.0,2404.0,498.0,1531.0,506.0,2.995,124300.0,INLAND +-121.21,37.8,31.0,699.0,186.0,460.0,170.0,2.7443,94200.0,INLAND +-121.21,37.8,44.0,300.0,72.0,160.0,73.0,2.1786,120800.0,INLAND +-121.21,37.8,45.0,370.0,84.0,167.0,70.0,1.4853,101800.0,INLAND +-121.21,37.79,33.0,811.0,185.0,446.0,198.0,1.6724,96900.0,INLAND +-121.21,37.8,33.0,1862.0,429.0,971.0,389.0,2.6053,99200.0,INLAND +-121.21,37.81,8.0,1883.0,298.0,999.0,301.0,5.193,172100.0,INLAND +-121.2,37.8,28.0,3264.0,576.0,1512.0,567.0,3.7546,135300.0,INLAND +-121.2,37.8,24.0,1698.0,344.0,927.0,313.0,3.5625,130800.0,INLAND +-121.2,37.79,36.0,866.0,160.0,502.0,149.0,2.4798,101500.0,INLAND +-121.2,37.8,37.0,311.0,61.0,171.0,54.0,4.0972,101800.0,INLAND +-121.21,37.81,12.0,3667.0,640.0,2173.0,652.0,5.0369,163900.0,INLAND +-121.17,37.88,22.0,1283.0,256.0,3082.0,239.0,3.5365,111800.0,INLAND +-121.17,37.82,35.0,2506.0,406.0,1316.0,398.0,3.8472,197600.0,INLAND +-121.2,37.83,18.0,3415.0,580.0,1912.0,562.0,4.4423,161400.0,INLAND +-121.2,37.81,26.0,395.0,74.0,193.0,72.0,7.3718,212500.0,INLAND +-121.19,37.81,8.0,4019.0,857.0,1959.0,782.0,2.7321,175000.0,INLAND +-121.18,37.79,16.0,1326.0,286.0,509.0,297.0,1.9464,112500.0,INLAND +-121.2,37.78,4.0,58.0,29.0,79.0,29.0,3.375,106300.0,INLAND +-121.23,37.78,20.0,273.0,49.0,149.0,49.0,4.8229,158300.0,INLAND +-121.24,37.79,7.0,5151.0,867.0,2553.0,805.0,4.075,195000.0,INLAND +-121.27,37.79,16.0,1853.0,390.0,1013.0,362.0,2.7083,173900.0,INLAND +-121.22,37.8,13.0,335.0,89.0,247.0,77.0,1.6111,74100.0,INLAND +-121.22,37.79,36.0,1052.0,221.0,712.0,212.0,1.7228,105000.0,INLAND +-121.22,37.79,38.0,2152.0,451.0,1320.0,457.0,2.5025,101900.0,INLAND +-121.23,37.79,21.0,1922.0,373.0,1130.0,372.0,4.0815,117900.0,INLAND +-121.22,37.79,5.0,3107.0,477.0,1549.0,443.0,4.4766,169400.0,INLAND +-121.23,37.79,23.0,1985.0,424.0,1198.0,389.0,2.7734,116800.0,INLAND +-121.23,37.8,11.0,2451.0,665.0,1155.0,533.0,2.2254,130800.0,INLAND +-121.24,37.81,6.0,3883.0,800.0,2319.0,787.0,3.5595,161000.0,INLAND +-121.23,37.81,15.0,2906.0,537.0,1886.0,557.0,4.2431,137100.0,INLAND +-121.22,37.81,20.0,1811.0,352.0,1191.0,327.0,4.0125,121500.0,INLAND +-121.22,37.82,13.0,4452.0,949.0,2740.0,937.0,3.1964,141500.0,INLAND +-121.23,37.81,16.0,2085.0,342.0,1236.0,345.0,5.5591,149300.0,INLAND +-121.23,37.82,8.0,1289.0,235.0,867.0,239.0,4.6821,138500.0,INLAND +-121.23,37.82,14.0,1847.0,325.0,1030.0,309.0,4.9271,155300.0,INLAND +-121.23,37.84,28.0,1347.0,241.0,713.0,225.0,4.0208,155700.0,INLAND +-121.24,37.82,9.0,6169.0,959.0,3378.0,945.0,5.1047,157900.0,INLAND +-121.3,37.85,35.0,1034.0,206.0,604.0,192.0,2.2391,120000.0,INLAND +-121.31,37.81,36.0,284.0,53.0,130.0,47.0,3.1429,179200.0,INLAND +-121.29,37.8,6.0,110.0,26.0,69.0,24.0,3.7292,475000.0,INLAND +-121.27,37.82,26.0,1170.0,238.0,830.0,216.0,2.6458,127500.0,INLAND +-121.28,37.83,32.0,696.0,151.0,443.0,144.0,2.5156,86300.0,INLAND +-121.28,37.82,10.0,9205.0,1774.0,5935.0,1673.0,3.65,119400.0,INLAND +-121.37,37.77,19.0,2610.0,474.0,1290.0,452.0,4.1298,222800.0,INLAND +-121.4,37.74,20.0,2706.0,477.0,1236.0,474.0,4.15,322400.0,INLAND +-121.43,37.78,24.0,807.0,174.0,585.0,166.0,2.6181,163500.0,INLAND +-121.48,37.77,19.0,2364.0,373.0,1264.0,390.0,5.0176,274200.0,INLAND +-121.52,37.75,18.0,1544.0,272.0,825.0,286.0,4.3229,327300.0,INLAND +-121.46,37.73,20.0,2039.0,373.0,862.0,330.0,5.1629,222900.0,INLAND +-121.45,37.72,2.0,2239.0,321.0,766.0,219.0,5.75,240200.0,INLAND +-121.44,37.7,5.0,1365.0,196.0,591.0,156.0,6.0389,215100.0,INLAND +-121.42,37.71,7.0,8297.0,1433.0,4189.0,1271.0,4.3696,170700.0,INLAND +-121.42,37.76,18.0,5501.0,1051.0,2964.0,1009.0,4.1855,162100.0,INLAND +-121.42,37.75,33.0,1999.0,368.0,1061.0,390.0,3.5242,121400.0,INLAND +-121.42,37.74,45.0,818.0,144.0,340.0,138.0,4.8021,133500.0,INLAND +-121.42,37.74,38.0,773.0,147.0,320.0,134.0,2.825,152500.0,INLAND +-121.42,37.74,35.0,796.0,132.0,313.0,152.0,3.15,153200.0,INLAND +-121.42,37.75,33.0,1329.0,266.0,683.0,233.0,4.3687,128700.0,INLAND +-121.43,37.75,34.0,1280.0,268.0,754.0,294.0,3.1333,132000.0,INLAND +-121.43,37.75,41.0,1717.0,325.0,855.0,303.0,2.75,127300.0,INLAND +-121.43,37.75,42.0,1207.0,278.0,699.0,279.0,3.3611,117600.0,INLAND +-121.43,37.74,52.0,876.0,170.0,426.0,179.0,3.0865,119800.0,INLAND +-121.43,37.74,40.0,859.0,196.0,427.0,176.0,3.5789,110400.0,INLAND +-121.43,37.75,30.0,1912.0,451.0,1065.0,388.0,2.1424,125000.0,INLAND +-121.43,37.76,7.0,2125.0,508.0,1358.0,464.0,3.6312,147600.0,INLAND +-121.44,37.76,5.0,7264.0,1285.0,3670.0,1146.0,5.0443,194800.0,INLAND +-121.45,37.75,15.0,3846.0,677.0,2360.0,635.0,4.6173,164800.0,INLAND +-121.44,37.74,33.0,1875.0,363.0,970.0,381.0,3.5096,141700.0,INLAND +-121.44,37.75,29.0,918.0,159.0,417.0,166.0,4.2768,151300.0,INLAND +-121.44,37.75,16.0,2229.0,458.0,1199.0,445.0,3.4821,170600.0,INLAND +-121.42,37.74,19.0,1393.0,367.0,915.0,355.0,1.1957,103100.0,INLAND +-121.43,37.74,52.0,966.0,247.0,589.0,228.0,1.6937,108300.0,INLAND +-121.43,37.74,52.0,994.0,258.0,623.0,264.0,1.725,111500.0,INLAND +-121.44,37.74,25.0,456.0,116.0,370.0,106.0,3.1319,112500.0,INLAND +-121.44,37.73,7.0,8363.0,1314.0,3907.0,1068.0,5.3321,208100.0,INLAND +-121.43,37.73,40.0,1718.0,391.0,1312.0,388.0,2.9955,134700.0,INLAND +-121.42,37.73,2.0,2682.0,393.0,883.0,271.0,5.9934,196700.0,INLAND +-121.29,37.72,22.0,1630.0,404.0,4402.0,358.0,1.9792,63000.0,INLAND +-121.32,37.67,21.0,1494.0,271.0,781.0,255.0,4.3015,250000.0,INLAND +-121.47,37.58,14.0,1594.0,292.0,887.0,287.0,4.6625,294000.0,INLAND +-120.9,35.69,14.0,5020.0,909.0,2105.0,796.0,3.8158,248700.0,<1H OCEAN +-120.93,35.76,11.0,8997.0,1698.0,1825.0,756.0,3.23,154300.0,<1H OCEAN +-120.7,35.76,15.0,1914.0,425.0,1130.0,421.0,2.2165,90600.0,<1H OCEAN +-120.69,35.65,14.0,3487.0,889.0,2352.0,796.0,1.6303,144900.0,<1H OCEAN +-120.69,35.64,38.0,2564.0,546.0,1301.0,481.0,2.0076,114000.0,<1H OCEAN +-120.69,35.62,43.0,3044.0,652.0,1456.0,608.0,2.4567,140000.0,<1H OCEAN +-120.69,35.62,35.0,3451.0,713.0,1550.0,653.0,2.9167,161700.0,<1H OCEAN +-120.72,35.63,31.0,3476.0,644.0,1476.0,567.0,3.3472,195200.0,<1H OCEAN +-120.67,35.63,8.0,2690.0,410.0,1085.0,381.0,4.2841,256700.0,<1H OCEAN +-120.67,35.62,6.0,12779.0,2441.0,6085.0,2157.0,3.8661,168100.0,<1H OCEAN +-120.63,35.59,9.0,5782.0,1184.0,3026.0,1130.0,2.6528,113500.0,<1H OCEAN +-120.64,35.65,9.0,3466.0,673.0,2356.0,619.0,2.9926,158200.0,<1H OCEAN +-120.47,35.74,9.0,4267.0,785.0,2065.0,691.0,3.7303,162700.0,<1H OCEAN +-120.29,35.56,15.0,4760.0,871.0,2459.0,734.0,2.811,142100.0,<1H OCEAN +-120.6,35.6,13.0,4461.0,764.0,1795.0,640.0,4.475,206900.0,<1H OCEAN +-121.11,35.52,9.0,6044.0,1222.0,2239.0,972.0,3.24,264600.0,NEAR OCEAN +-121.14,35.55,13.0,5383.0,1070.0,1880.0,796.0,3.8019,271200.0,NEAR OCEAN +-121.12,35.58,16.0,4109.0,798.0,1298.0,626.0,3.4799,320800.0,NEAR OCEAN +-120.92,35.4,23.0,2059.0,354.0,636.0,278.0,3.6908,278800.0,NEAR OCEAN +-120.85,35.38,27.0,3493.0,909.0,1481.0,666.0,2.3075,184200.0,NEAR OCEAN +-120.86,35.39,23.0,1664.0,355.0,629.0,279.0,2.7344,188300.0,NEAR OCEAN +-120.86,35.4,21.0,2787.0,641.0,1106.0,501.0,2.7043,186200.0,NEAR OCEAN +-120.87,35.41,16.0,2168.0,444.0,782.0,374.0,3.0187,278100.0,NEAR OCEAN +-120.94,35.42,18.0,3418.0,686.0,970.0,453.0,3.7738,279400.0,NEAR OCEAN +-120.95,35.44,30.0,6346.0,1410.0,1769.0,887.0,2.6864,283600.0,NEAR OCEAN +-120.85,35.37,21.0,1033.0,195.0,588.0,187.0,2.8173,226900.0,NEAR OCEAN +-120.83,35.36,28.0,4323.0,886.0,1650.0,705.0,2.7266,266800.0,NEAR OCEAN +-120.84,35.35,27.0,2863.0,711.0,930.0,533.0,2.6205,221100.0,NEAR OCEAN +-120.84,35.37,34.0,3279.0,714.0,1397.0,646.0,2.5552,200000.0,NEAR OCEAN +-120.89,35.37,29.0,2046.0,588.0,846.0,410.0,1.65,227300.0,NEAR OCEAN +-120.84,35.33,15.0,3276.0,670.0,1520.0,613.0,3.6412,207800.0,NEAR OCEAN +-120.83,35.33,14.0,4155.0,787.0,2112.0,755.0,4.4766,192700.0,NEAR OCEAN +-120.82,35.32,12.0,3522.0,683.0,1780.0,662.0,3.3958,215800.0,NEAR OCEAN +-120.83,35.32,11.0,3252.0,701.0,1814.0,660.0,3.2226,183200.0,NEAR OCEAN +-120.84,35.32,15.0,2419.0,538.0,1279.0,522.0,3.4762,189600.0,NEAR OCEAN +-120.9,35.33,16.0,1576.0,287.0,595.0,262.0,3.588,266300.0,NEAR OCEAN +-120.84,35.32,17.0,4197.0,802.0,1656.0,732.0,3.526,183900.0,NEAR OCEAN +-120.84,35.31,23.0,3100.0,603.0,1515.0,609.0,2.8493,196100.0,NEAR OCEAN +-120.84,35.3,15.0,2062.0,327.0,781.0,316.0,4.9359,317700.0,NEAR OCEAN +-120.82,35.31,16.0,3924.0,699.0,1325.0,638.0,2.5172,293900.0,NEAR OCEAN +-120.8,35.33,20.0,2200.0,393.0,996.0,365.0,3.587,330000.0,NEAR OCEAN +-121.1,35.6,20.0,3389.0,704.0,1309.0,520.0,3.2112,204500.0,NEAR OCEAN +-120.65,35.29,36.0,1940.0,315.0,850.0,298.0,3.1818,249600.0,NEAR OCEAN +-120.66,35.29,23.0,1932.0,487.0,1380.0,472.0,1.9647,253600.0,NEAR OCEAN +-120.66,35.29,16.0,2272.0,629.0,1689.0,649.0,1.7031,195000.0,NEAR OCEAN +-120.67,35.3,19.0,1540.0,715.0,1799.0,635.0,0.7025,500001.0,NEAR OCEAN +-120.65,35.32,20.0,626.0,212.0,3574.0,261.0,1.0298,300000.0,NEAR OCEAN +-120.62,35.28,28.0,3952.0,592.0,1469.0,571.0,6.3144,328800.0,NEAR OCEAN +-120.65,35.29,29.0,1785.0,481.0,1344.0,472.0,1.4492,222900.0,NEAR OCEAN +-120.65,35.28,32.0,896.0,240.0,548.0,231.0,2.5455,165900.0,NEAR OCEAN +-120.65,35.27,27.0,2034.0,341.0,768.0,316.0,4.2411,258900.0,NEAR OCEAN +-120.65,35.27,15.0,2365.0,538.0,1446.0,490.0,2.5129,225900.0,NEAR OCEAN +-120.64,35.26,21.0,3298.0,716.0,1862.0,687.0,2.1507,221500.0,NEAR OCEAN +-120.63,35.27,23.0,1630.0,253.0,704.0,263.0,5.156,251300.0,NEAR OCEAN +-120.66,35.29,39.0,2163.0,652.0,1153.0,599.0,2.084,233300.0,NEAR OCEAN +-120.66,35.28,31.0,2773.0,844.0,1358.0,794.0,1.4036,209600.0,NEAR OCEAN +-120.66,35.28,46.0,2054.0,502.0,1170.0,494.0,2.1786,206300.0,NEAR OCEAN +-120.65,35.27,52.0,2254.0,642.0,1237.0,590.0,2.6208,227100.0,NEAR OCEAN +-120.66,35.27,46.0,2217.0,544.0,1107.0,527.0,2.8009,192600.0,NEAR OCEAN +-120.66,35.27,33.0,1664.0,455.0,1077.0,461.0,1.6875,174200.0,NEAR OCEAN +-120.66,35.27,17.0,2719.0,589.0,1386.0,570.0,3.7337,208200.0,NEAR OCEAN +-120.66,35.26,15.0,5540.0,1319.0,2383.0,1165.0,2.2656,226200.0,NEAR OCEAN +-120.67,35.3,32.0,4202.0,986.0,2309.0,956.0,2.2165,231700.0,NEAR OCEAN +-120.7,35.31,24.0,3504.0,521.0,1490.0,506.0,4.6719,337000.0,NEAR OCEAN +-120.68,35.29,37.0,1354.0,293.0,753.0,290.0,3.25,225000.0,NEAR OCEAN +-120.69,35.28,26.0,4225.0,886.0,1795.0,704.0,2.2847,247000.0,NEAR OCEAN +-120.67,35.29,44.0,2236.0,411.0,1036.0,437.0,3.0833,219300.0,NEAR OCEAN +-120.69,35.26,20.0,1248.0,231.0,722.0,225.0,4.625,221800.0,NEAR OCEAN +-120.7,35.28,14.0,3768.0,682.0,1884.0,664.0,4.6071,239900.0,NEAR OCEAN +-120.71,35.27,9.0,2568.0,421.0,1149.0,398.0,5.4287,331600.0,NEAR OCEAN +-120.68,35.26,26.0,1704.0,315.0,918.0,310.0,3.2464,208000.0,NEAR OCEAN +-120.69,35.25,15.0,4210.0,899.0,1933.0,867.0,2.794,262500.0,NEAR OCEAN +-120.7,35.32,46.0,118.0,17.0,6532.0,13.0,4.2639,350000.0,NEAR OCEAN +-120.52,35.24,5.0,4413.0,804.0,2003.0,725.0,5.0267,253300.0,<1H OCEAN +-120.68,35.25,16.0,4208.0,897.0,1634.0,806.0,2.2868,233700.0,NEAR OCEAN +-120.69,35.34,16.0,164.0,30.0,542.0,32.0,1.6563,42500.0,NEAR OCEAN +-120.81,35.19,14.0,3414.0,802.0,1236.0,632.0,3.7635,336200.0,NEAR OCEAN +-120.66,35.2,13.0,5138.0,713.0,1838.0,645.0,5.9676,380000.0,NEAR OCEAN +-120.7,35.14,17.0,5805.0,1097.0,1919.0,932.0,3.5352,357800.0,NEAR OCEAN +-120.68,35.14,34.0,3100.0,617.0,1155.0,542.0,3.0938,245900.0,NEAR OCEAN +-120.66,35.13,41.0,2666.0,751.0,940.0,507.0,1.9653,236100.0,<1H OCEAN +-120.63,35.13,16.0,2680.0,704.0,975.0,619.0,1.7878,55000.0,<1H OCEAN +-120.64,35.15,7.0,7922.0,1442.0,2863.0,1197.0,4.849,275000.0,<1H OCEAN +-120.59,35.13,8.0,6638.0,1054.0,2710.0,966.0,4.6776,295500.0,<1H OCEAN +-120.56,35.13,15.0,5818.0,924.0,2324.0,845.0,4.4033,267600.0,<1H OCEAN +-120.57,35.12,39.0,1656.0,333.0,866.0,317.0,2.8824,195200.0,<1H OCEAN +-120.57,35.11,18.0,2920.0,556.0,1068.0,552.0,3.5242,156800.0,<1H OCEAN +-120.59,35.11,25.0,3642.0,726.0,1729.0,673.0,3.155,205400.0,<1H OCEAN +-120.6,35.12,22.0,3342.0,644.0,1342.0,593.0,3.4509,217700.0,<1H OCEAN +-120.61,35.12,16.0,1671.0,354.0,935.0,340.0,2.5792,163800.0,<1H OCEAN +-120.59,35.12,27.0,3055.0,677.0,1407.0,610.0,2.1702,179700.0,<1H OCEAN +-120.6,35.11,17.0,2495.0,524.0,1292.0,501.0,2.2625,153000.0,<1H OCEAN +-120.59,35.11,20.0,3098.0,571.0,1449.0,611.0,3.5744,197800.0,<1H OCEAN +-120.61,35.12,31.0,1486.0,345.0,823.0,322.0,2.6974,165400.0,<1H OCEAN +-120.61,35.13,16.0,3431.0,721.0,1777.0,701.0,2.7301,190400.0,<1H OCEAN +-120.61,35.12,12.0,3430.0,793.0,1840.0,720.0,2.9821,162000.0,<1H OCEAN +-120.61,35.11,11.0,3733.0,831.0,1839.0,739.0,3.3062,158500.0,<1H OCEAN +-120.65,35.12,19.0,2949.0,662.0,1425.0,548.0,2.9615,178100.0,<1H OCEAN +-120.62,35.13,26.0,3971.0,803.0,1792.0,723.0,2.7128,209900.0,<1H OCEAN +-120.62,35.11,18.0,2241.0,544.0,1521.0,509.0,2.0292,155800.0,<1H OCEAN +-120.62,35.12,22.0,1240.0,294.0,768.0,288.0,2.655,160000.0,<1H OCEAN +-120.66,35.1,19.0,1583.0,392.0,704.0,269.0,2.1042,268300.0,<1H OCEAN +-120.61,35.1,14.0,2919.0,691.0,1896.0,577.0,2.4003,142100.0,<1H OCEAN +-120.61,35.1,17.0,2799.0,637.0,2015.0,592.0,3.0536,143600.0,<1H OCEAN +-120.6,35.1,16.0,3290.0,686.0,1497.0,655.0,2.6875,178200.0,<1H OCEAN +-120.58,35.0,37.0,523.0,119.0,374.0,95.0,1.4726,106300.0,<1H OCEAN +-120.61,35.06,13.0,2364.0,421.0,1257.0,380.0,4.6167,273100.0,<1H OCEAN +-120.56,35.07,14.0,6788.0,1216.0,2866.0,1036.0,3.3603,280200.0,<1H OCEAN +-120.52,35.06,11.0,1317.0,234.0,655.0,243.0,4.3611,329700.0,<1H OCEAN +-120.3,35.1,16.0,2819.0,479.0,1068.0,365.0,4.5461,270800.0,<1H OCEAN +-120.43,35.17,16.0,947.0,163.0,477.0,137.0,3.851,315000.0,<1H OCEAN +-120.57,35.18,16.0,5209.0,917.0,2284.0,809.0,4.0403,346100.0,<1H OCEAN +-120.48,35.05,24.0,2314.0,468.0,1549.0,463.0,2.8203,152600.0,<1H OCEAN +-120.47,35.04,29.0,1315.0,279.0,926.0,249.0,2.9375,144800.0,<1H OCEAN +-120.5,35.03,10.0,10463.0,1756.0,4660.0,1715.0,3.5682,277300.0,<1H OCEAN +-120.48,35.02,17.0,2721.0,477.0,1672.0,492.0,2.9798,204800.0,<1H OCEAN +-120.69,35.52,26.0,2758.0,571.0,1291.0,522.0,2.925,181400.0,<1H OCEAN +-120.68,35.51,17.0,1701.0,298.0,941.0,293.0,4.3218,209100.0,<1H OCEAN +-120.68,35.5,19.0,3369.0,673.0,1834.0,646.0,3.7672,173800.0,<1H OCEAN +-120.67,35.5,15.0,2752.0,546.0,1422.0,545.0,3.2813,175000.0,<1H OCEAN +-120.66,35.5,19.0,1861.0,364.0,1040.0,363.0,3.3125,163900.0,<1H OCEAN +-120.66,35.49,17.0,4422.0,945.0,2307.0,885.0,2.8285,171300.0,<1H OCEAN +-120.65,35.48,19.0,2310.0,471.0,1341.0,441.0,3.225,166900.0,<1H OCEAN +-120.64,35.46,6.0,5876.0,1406.0,2877.0,1304.0,2.5437,146400.0,<1H OCEAN +-120.69,35.49,16.0,2666.0,450.0,1203.0,429.0,4.1375,222400.0,<1H OCEAN +-120.68,35.48,15.0,2608.0,525.0,1351.0,502.0,2.7798,205800.0,<1H OCEAN +-120.67,35.48,18.0,2339.0,443.0,1097.0,416.0,3.3438,176100.0,<1H OCEAN +-120.66,35.47,18.0,2474.0,449.0,1269.0,431.0,3.9063,184800.0,<1H OCEAN +-120.66,35.46,17.0,3748.0,609.0,1860.0,612.0,4.5179,225600.0,<1H OCEAN +-120.7,35.55,10.0,3979.0,761.0,1834.0,671.0,3.5,172100.0,<1H OCEAN +-120.76,35.52,7.0,9613.0,1666.0,4487.0,1653.0,3.6667,250600.0,<1H OCEAN +-120.71,35.5,12.0,3098.0,453.0,1433.0,434.0,5.2508,292900.0,<1H OCEAN +-120.56,35.48,12.0,4161.0,731.0,1609.0,615.0,5.0947,267500.0,<1H OCEAN +-119.93,35.2,29.0,1649.0,342.0,671.0,264.0,3.0602,69800.0,INLAND +-120.49,35.35,17.0,3043.0,608.0,1457.0,545.0,3.1641,158600.0,<1H OCEAN +-120.65,35.41,15.0,6725.0,1111.0,3139.0,1029.0,4.1875,261600.0,<1H OCEAN +-120.64,35.47,8.0,416.0,121.0,936.0,97.0,2.1154,117200.0,<1H OCEAN +-122.4,37.68,36.0,3595.0,815.0,1649.0,755.0,3.3816,253400.0,NEAR BAY +-122.4,37.68,41.0,2267.0,486.0,1045.0,459.0,4.1146,272200.0,NEAR BAY +-122.32,37.69,48.0,592.0,122.0,340.0,143.0,5.966,315200.0,NEAR BAY +-122.41,37.7,23.0,1817.0,400.0,1376.0,382.0,2.4113,214200.0,NEAR BAY +-122.42,37.71,44.0,2080.0,489.0,1781.0,478.0,3.6827,215300.0,NEAR BAY +-122.43,37.71,24.0,4299.0,857.0,2249.0,788.0,4.6098,290400.0,NEAR BAY +-122.43,37.7,19.0,1733.0,354.0,959.0,348.0,4.7708,281700.0,NEAR BAY +-122.44,37.7,6.0,3523.0,664.0,1705.0,608.0,4.9318,258100.0,NEAR OCEAN +-122.45,37.7,46.0,2193.0,499.0,1814.0,489.0,4.0125,230100.0,NEAR OCEAN +-122.45,37.71,50.0,1441.0,283.0,1159.0,286.0,4.5417,233700.0,NEAR OCEAN +-122.45,37.71,49.0,2244.0,442.0,1948.0,423.0,4.7639,251500.0,NEAR OCEAN +-122.45,37.7,16.0,6457.0,1336.0,4375.0,1231.0,5.1788,267000.0,NEAR OCEAN +-122.46,37.7,37.0,1028.0,275.0,904.0,261.0,3.5035,238600.0,NEAR OCEAN +-122.46,37.69,35.0,1983.0,385.0,1577.0,414.0,4.0833,266700.0,NEAR OCEAN +-122.46,37.7,37.0,3029.0,738.0,2436.0,700.0,3.3214,243200.0,NEAR OCEAN +-122.47,37.7,45.0,3290.0,693.0,2466.0,666.0,3.6588,238600.0,NEAR OCEAN +-122.46,37.71,44.0,364.0,102.0,339.0,98.0,2.483,214300.0,NEAR OCEAN +-122.46,37.71,45.0,1799.0,394.0,1436.0,389.0,3.65,239900.0,NEAR OCEAN +-122.46,37.7,42.0,876.0,216.0,713.0,203.0,3.84,235900.0,NEAR OCEAN +-122.47,37.7,44.0,2034.0,423.0,1491.0,373.0,4.5341,236500.0,NEAR OCEAN +-122.47,37.71,37.0,1046.0,251.0,822.0,239.0,3.5,224400.0,NEAR OCEAN +-122.46,37.71,39.0,2076.0,482.0,1738.0,445.0,3.1958,232100.0,NEAR OCEAN +-122.48,37.7,33.0,4167.0,1398.0,2923.0,1314.0,3.049,307000.0,NEAR OCEAN +-122.48,37.7,33.0,4492.0,,3477.0,1537.0,3.0546,297900.0,NEAR OCEAN +-122.48,37.71,39.0,3615.0,632.0,1571.0,615.0,5.1149,314200.0,NEAR OCEAN +-122.48,37.71,29.0,1048.0,150.0,455.0,152.0,6.1278,417600.0,NEAR OCEAN +-122.54,37.7,36.0,3988.0,732.0,1793.0,708.0,4.2472,292500.0,NEAR OCEAN +-122.49,37.67,35.0,5275.0,903.0,2892.0,842.0,4.6771,266400.0,NEAR OCEAN +-122.49,37.68,35.0,2405.0,461.0,1583.0,471.0,5.0659,238000.0,NEAR OCEAN +-122.49,37.67,29.0,3795.0,675.0,2494.0,696.0,5.2848,260300.0,NEAR OCEAN +-122.49,37.7,36.0,1946.0,340.0,828.0,313.0,5.2811,287700.0,NEAR OCEAN +-122.49,37.69,36.0,1344.0,258.0,782.0,265.0,4.5,275600.0,NEAR OCEAN +-122.48,37.69,33.0,2347.0,512.0,1259.0,481.0,3.4492,264300.0,NEAR OCEAN +-122.49,37.69,35.0,2644.0,456.0,1465.0,430.0,4.9375,277000.0,NEAR OCEAN +-122.49,37.69,35.0,2576.0,443.0,1273.0,433.0,4.7391,272800.0,NEAR OCEAN +-122.47,37.7,47.0,737.0,126.0,370.0,136.0,3.775,281300.0,NEAR OCEAN +-122.47,37.69,27.0,2447.0,720.0,2104.0,657.0,3.449,239100.0,NEAR OCEAN +-122.47,37.69,30.0,837.0,213.0,606.0,199.0,4.875,258800.0,NEAR OCEAN +-122.48,37.69,42.0,2993.0,512.0,1594.0,546.0,4.4821,252400.0,NEAR OCEAN +-122.48,37.69,43.0,2661.0,455.0,1384.0,456.0,4.2421,257500.0,NEAR OCEAN +-122.46,37.69,26.0,4302.0,1125.0,3320.0,1100.0,3.4375,277700.0,NEAR OCEAN +-122.46,37.68,23.0,2812.0,769.0,1983.0,681.0,2.9413,229400.0,NEAR OCEAN +-122.47,37.69,35.0,1720.0,421.0,1452.0,425.0,3.5909,256100.0,NEAR OCEAN +-122.47,37.69,34.0,1954.0,357.0,1130.0,367.0,4.6447,304500.0,NEAR OCEAN +-122.47,37.68,31.0,4077.0,777.0,2544.0,738.0,4.5337,306700.0,NEAR OCEAN +-122.48,37.68,31.0,3506.0,653.0,2296.0,645.0,5.5647,268700.0,NEAR OCEAN +-122.48,37.67,15.0,2897.0,728.0,2340.0,720.0,3.3906,303700.0,NEAR OCEAN +-122.48,37.67,31.0,2609.0,433.0,1746.0,464.0,5.1054,294500.0,NEAR OCEAN +-122.49,37.68,34.0,3718.0,676.0,2510.0,632.0,5.3311,270800.0,NEAR OCEAN +-122.48,37.67,14.0,3395.0,1059.0,2258.0,945.0,2.964,319700.0,NEAR OCEAN +-122.45,37.69,17.0,2359.0,501.0,884.0,504.0,3.0625,87500.0,NEAR OCEAN +-122.45,37.67,35.0,491.0,98.0,274.0,97.0,4.4286,238600.0,NEAR OCEAN +-122.47,37.67,20.0,5689.0,992.0,3752.0,1002.0,5.5845,304300.0,NEAR OCEAN +-122.47,37.66,18.0,4172.0,806.0,3226.0,790.0,5.7535,297900.0,NEAR OCEAN +-122.46,37.67,16.0,3372.0,1101.0,2049.0,1021.0,4.1303,146500.0,NEAR OCEAN +-122.46,37.66,15.0,6082.0,1284.0,3861.0,1198.0,5.4221,284700.0,NEAR OCEAN +-122.46,37.65,21.0,2751.0,502.0,2027.0,491.0,5.2573,322900.0,NEAR OCEAN +-122.45,37.67,36.0,1664.0,326.0,963.0,322.0,4.7813,246400.0,NEAR OCEAN +-122.45,37.66,35.0,2738.0,509.0,1545.0,493.0,5.3446,263300.0,NEAR OCEAN +-122.46,37.66,36.0,2535.0,451.0,1390.0,436.0,5.3398,260900.0,NEAR OCEAN +-122.45,37.66,36.0,5456.0,926.0,2761.0,916.0,4.7755,280700.0,NEAR OCEAN +-122.44,37.65,38.0,5277.0,1008.0,2695.0,997.0,3.9722,276200.0,NEAR OCEAN +-122.43,37.66,29.0,3541.0,786.0,2259.0,770.0,4.3039,278400.0,NEAR OCEAN +-122.44,37.66,21.0,5108.0,1510.0,3288.0,1405.0,3.1927,252600.0,NEAR OCEAN +-122.44,37.66,36.0,1447.0,276.0,799.0,275.0,4.7639,265600.0,NEAR OCEAN +-122.44,37.67,35.0,1814.0,365.0,1025.0,384.0,4.425,268400.0,NEAR OCEAN +-122.42,37.67,42.0,2274.0,429.0,1255.0,397.0,5.1205,226300.0,NEAR OCEAN +-122.41,37.66,37.0,2155.0,446.0,1255.0,428.0,3.8438,250700.0,NEAR OCEAN +-122.42,37.66,41.0,2189.0,414.0,1063.0,409.0,4.7361,302600.0,NEAR OCEAN +-122.42,37.66,28.0,3520.0,672.0,1746.0,602.0,4.9236,273500.0,NEAR OCEAN +-122.42,37.66,36.0,725.0,121.0,335.0,140.0,4.125,327600.0,NEAR OCEAN +-122.41,37.66,32.0,1385.0,356.0,1096.0,353.0,4.475,246700.0,NEAR OCEAN +-122.41,37.66,34.0,1075.0,318.0,906.0,294.0,3.0052,242500.0,NEAR OCEAN +-122.41,37.66,40.0,1294.0,308.0,1177.0,301.0,3.6667,218800.0,NEAR OCEAN +-122.41,37.66,37.0,694.0,188.0,658.0,225.0,4.6103,237500.0,NEAR OCEAN +-122.41,37.66,44.0,431.0,195.0,682.0,212.0,3.2833,233300.0,NEAR OCEAN +-122.41,37.65,32.0,3436.0,868.0,2583.0,817.0,3.5039,232400.0,NEAR OCEAN +-122.42,37.66,26.0,3253.0,932.0,2246.0,855.0,2.6631,244000.0,NEAR OCEAN +-122.43,37.66,43.0,1769.0,387.0,1102.0,377.0,4.5493,281500.0,NEAR OCEAN +-122.42,37.65,39.0,4402.0,894.0,2941.0,887.0,3.8565,239800.0,NEAR OCEAN +-122.43,37.64,34.0,8400.0,1812.0,4101.0,1717.0,4.1033,301000.0,NEAR OCEAN +-122.43,37.64,42.0,4091.0,757.0,1861.0,771.0,4.207,272700.0,NEAR OCEAN +-122.45,37.64,19.0,6326.0,1025.0,3444.0,984.0,6.2498,353300.0,NEAR OCEAN +-122.46,37.64,26.0,2806.0,375.0,1617.0,396.0,5.3922,353700.0,NEAR OCEAN +-122.46,37.65,16.0,8676.0,1633.0,5130.0,1574.0,4.8096,262000.0,NEAR OCEAN +-122.46,37.64,17.0,3523.0,669.0,2150.0,666.0,4.5938,251200.0,NEAR OCEAN +-122.47,37.65,27.0,8103.0,1655.0,5023.0,1605.0,4.6452,236200.0,NEAR OCEAN +-122.53,37.66,25.0,7778.0,1493.0,4674.0,1451.0,5.4694,272400.0,NEAR OCEAN +-122.53,37.65,20.0,4582.0,1124.0,2325.0,1040.0,4.0556,275000.0,NEAR OCEAN +-122.48,37.65,39.0,3348.0,666.0,1817.0,668.0,4.2593,227400.0,NEAR OCEAN +-122.49,37.63,31.0,3109.0,621.0,1472.0,618.0,5.155,263900.0,NEAR OCEAN +-122.49,37.63,34.0,696.0,145.0,398.0,162.0,3.525,254100.0,NEAR OCEAN +-122.49,37.63,31.0,1256.0,328.0,785.0,297.0,3.2446,234600.0,NEAR OCEAN +-122.53,37.63,27.0,2589.0,658.0,1386.0,608.0,2.9087,228200.0,NEAR OCEAN +-122.48,37.64,7.0,120.0,21.0,50.0,27.0,12.5,281000.0,NEAR OCEAN +-122.47,37.61,34.0,4551.0,837.0,2208.0,834.0,5.4364,279300.0,NEAR OCEAN +-122.54,37.62,35.0,1481.0,277.0,747.0,254.0,4.4286,262100.0,NEAR OCEAN +-122.49,37.59,35.0,2683.0,475.0,1498.0,484.0,5.1282,262500.0,NEAR OCEAN +-122.5,37.59,36.0,1521.0,253.0,736.0,241.0,4.3542,237500.0,NEAR OCEAN +-122.5,37.6,35.0,2197.0,369.0,971.0,326.0,4.25,241700.0,NEAR OCEAN +-122.55,37.59,31.0,1331.0,245.0,598.0,225.0,4.1827,345500.0,NEAR OCEAN +-122.51,37.58,20.0,64.0,21.0,59.0,21.0,2.2375,450000.0,NEAR OCEAN +-122.49,37.6,33.0,3507.0,669.0,1697.0,660.0,4.0795,270600.0,NEAR OCEAN +-122.48,37.59,29.0,5889.0,959.0,2784.0,923.0,5.3991,273000.0,NEAR OCEAN +-122.48,37.57,34.0,4648.0,806.0,2282.0,814.0,4.5556,249000.0,NEAR OCEAN +-122.46,37.59,21.0,12902.0,2118.0,6160.0,2082.0,5.7653,325800.0,NEAR OCEAN +-122.46,37.63,22.0,6728.0,1382.0,3783.0,1310.0,5.0479,280400.0,NEAR OCEAN +-122.45,37.62,26.0,3507.0,512.0,1712.0,509.0,6.7206,344600.0,NEAR OCEAN +-122.45,37.63,28.0,4946.0,848.0,2683.0,824.0,5.748,302100.0,NEAR OCEAN +-122.44,37.63,35.0,5113.0,959.0,3004.0,964.0,4.7625,281300.0,NEAR OCEAN +-122.43,37.63,34.0,4135.0,687.0,2154.0,742.0,4.9732,342300.0,NEAR OCEAN +-122.43,37.61,21.0,10252.0,2595.0,4790.0,2428.0,4.1692,344500.0,NEAR OCEAN +-122.41,37.62,49.0,1464.0,302.0,636.0,259.0,4.25,284100.0,NEAR OCEAN +-122.41,37.61,46.0,2975.0,643.0,1479.0,577.0,3.8214,273600.0,NEAR OCEAN +-122.42,37.61,37.0,1866.0,300.0,822.0,305.0,4.7,341300.0,NEAR OCEAN +-122.42,37.62,39.0,1355.0,214.0,682.0,246.0,6.3443,324700.0,NEAR OCEAN +-122.42,37.62,40.0,1545.0,264.0,756.0,282.0,4.4643,308100.0,NEAR OCEAN +-122.42,37.61,17.0,1040.0,432.0,669.0,405.0,4.1513,137500.0,NEAR OCEAN +-122.42,37.63,46.0,1811.0,337.0,796.0,333.0,3.43,292900.0,NEAR OCEAN +-122.42,37.62,43.0,2367.0,409.0,1141.0,400.0,4.8295,319000.0,NEAR OCEAN +-122.42,37.62,36.0,1017.0,165.0,407.0,159.0,4.8,306800.0,NEAR OCEAN +-122.42,37.62,36.0,1538.0,256.0,671.0,247.0,4.4091,317900.0,NEAR OCEAN +-122.41,37.62,39.0,3119.0,758.0,1807.0,696.0,3.2216,242700.0,NEAR OCEAN +-122.4,37.62,32.0,3586.0,921.0,2249.0,911.0,3.1058,253000.0,NEAR OCEAN +-122.41,37.63,39.0,4220.0,1055.0,2720.0,1046.0,2.639,242500.0,NEAR OCEAN +-122.42,37.64,41.0,98.0,20.0,68.0,19.0,2.225,212500.0,NEAR OCEAN +-122.43,37.63,15.0,2748.0,997.0,1447.0,901.0,3.5214,144200.0,NEAR OCEAN +-122.42,37.63,46.0,66.0,11.0,30.0,12.0,2.375,275000.0,NEAR OCEAN +-122.41,37.63,37.0,1252.0,275.0,878.0,287.0,4.2262,228500.0,NEAR OCEAN +-122.41,37.63,35.0,865.0,226.0,602.0,217.0,3.0,229100.0,NEAR OCEAN +-122.4,37.62,44.0,1619.0,362.0,1064.0,335.0,4.0238,224200.0,NEAR OCEAN +-122.41,37.64,38.0,1204.0,268.0,921.0,247.0,4.4464,215400.0,NEAR OCEAN +-122.4,37.61,35.0,2084.0,549.0,1077.0,545.0,3.1628,318400.0,NEAR OCEAN +-122.38,37.6,33.0,2577.0,590.0,1867.0,566.0,3.3632,265100.0,NEAR OCEAN +-122.39,37.6,36.0,1770.0,499.0,1225.0,459.0,2.56,273100.0,NEAR OCEAN +-122.41,37.61,42.0,1602.0,262.0,705.0,255.0,5.7398,336400.0,NEAR OCEAN +-122.41,37.61,43.0,1934.0,303.0,847.0,300.0,4.7381,347400.0,NEAR OCEAN +-122.41,37.6,31.0,4424.0,834.0,1915.0,817.0,4.1364,412000.0,NEAR OCEAN +-122.42,37.6,34.0,3562.0,565.0,1542.0,563.0,5.8783,405100.0,NEAR OCEAN +-122.41,37.6,26.0,2754.0,402.0,1128.0,395.0,6.3719,466900.0,NEAR OCEAN +-122.41,37.59,34.0,3931.0,622.0,1717.0,621.0,6.2946,450000.0,NEAR OCEAN +-122.41,37.59,40.0,2401.0,383.0,894.0,356.0,5.6493,422400.0,NEAR OCEAN +-122.4,37.6,30.0,5351.0,1134.0,2558.0,1074.0,3.5817,369300.0,NEAR OCEAN +-122.4,37.6,52.0,1380.0,203.0,530.0,210.0,6.221,420300.0,NEAR OCEAN +-122.39,37.6,44.0,2304.0,384.0,986.0,379.0,4.652,387100.0,NEAR OCEAN +-122.39,37.6,34.0,707.0,,381.0,156.0,4.375,340900.0,NEAR OCEAN +-122.39,37.59,32.0,4497.0,,1846.0,715.0,6.1323,500001.0,NEAR OCEAN +-122.4,37.59,22.0,2754.0,477.0,1163.0,479.0,6.2306,500001.0,NEAR OCEAN +-122.38,37.59,31.0,3052.0,844.0,1581.0,788.0,3.0744,457700.0,NEAR OCEAN +-122.38,37.59,44.0,2089.0,348.0,837.0,317.0,4.6628,459200.0,NEAR OCEAN +-122.39,37.58,36.0,6026.0,852.0,2314.0,892.0,7.8997,500001.0,NEAR OCEAN +-122.4,37.58,26.0,3281.0,,1145.0,480.0,6.358,500001.0,NEAR OCEAN +-122.39,37.59,33.0,2064.0,299.0,813.0,303.0,6.0374,500001.0,NEAR OCEAN +-122.39,37.57,35.0,520.0,83.0,185.0,76.0,6.4865,450000.0,NEAR OCEAN +-122.37,37.6,26.0,15.0,3.0,11.0,3.0,5.048,350000.0,NEAR OCEAN +-122.37,37.59,39.0,4645.0,1196.0,2156.0,1113.0,3.4412,353800.0,NEAR OCEAN +-122.38,37.59,49.0,1657.0,266.0,613.0,270.0,5.7837,378100.0,NEAR OCEAN +-122.37,37.59,52.0,2272.0,403.0,963.0,376.0,5.7245,500000.0,NEAR OCEAN +-122.37,37.58,52.0,2188.0,361.0,917.0,357.0,4.4,500000.0,NEAR OCEAN +-122.38,37.58,52.0,1704.0,226.0,671.0,243.0,8.4704,500001.0,NEAR OCEAN +-122.38,37.58,52.0,2039.0,299.0,772.0,303.0,6.471,500001.0,NEAR OCEAN +-122.36,37.58,52.0,3084.0,595.0,1324.0,571.0,5.0756,374200.0,NEAR OCEAN +-122.36,37.58,37.0,3325.0,734.0,1468.0,692.0,4.0987,434000.0,NEAR OCEAN +-122.37,37.58,43.0,2506.0,432.0,967.0,428.0,4.7404,500001.0,NEAR OCEAN +-122.37,37.58,52.0,1900.0,290.0,665.0,276.0,4.5486,500001.0,NEAR OCEAN +-122.34,37.59,44.0,1395.0,269.0,736.0,288.0,5.6206,386400.0,NEAR OCEAN +-122.33,37.58,40.0,2362.0,468.0,992.0,425.0,4.7917,359900.0,NEAR OCEAN +-122.34,37.58,50.0,2784.0,743.0,1622.0,698.0,3.8413,372200.0,NEAR OCEAN +-122.35,37.58,52.0,2495.0,458.0,1081.0,471.0,4.0855,410800.0,NEAR OCEAN +-122.36,37.59,20.0,2638.0,854.0,1352.0,718.0,3.5125,350600.0,NEAR OCEAN +-122.35,37.58,30.0,5039.0,1564.0,2129.0,1536.0,3.3469,345000.0,NEAR OCEAN +-122.35,37.58,26.0,854.0,246.0,396.0,231.0,2.8393,375000.0,NEAR OCEAN +-122.34,37.57,39.0,2647.0,616.0,1254.0,555.0,4.2407,433800.0,NEAR OCEAN +-122.35,37.57,52.0,2059.0,345.0,800.0,308.0,4.97,500001.0,NEAR OCEAN +-122.37,37.58,34.0,2697.0,313.0,810.0,279.0,12.4291,500001.0,NEAR OCEAN +-122.36,37.57,35.0,1774.0,205.0,588.0,207.0,10.7339,500001.0,NEAR OCEAN +-122.36,37.56,32.0,4684.0,540.0,1512.0,511.0,15.0001,500001.0,NEAR OCEAN +-122.37,37.56,21.0,7189.0,874.0,2440.0,846.0,11.6833,500001.0,NEAR OCEAN +-122.34,37.56,39.0,3562.0,391.0,1139.0,391.0,12.6417,500001.0,NEAR OCEAN +-122.34,37.55,25.0,4470.0,518.0,1507.0,504.0,13.3913,500001.0,NEAR OCEAN +-122.36,37.54,23.0,6184.0,747.0,2165.0,700.0,10.1675,500001.0,NEAR OCEAN +-122.35,37.56,52.0,1659.0,191.0,519.0,201.0,14.4219,500001.0,NEAR OCEAN +-122.34,37.57,52.0,2635.0,408.0,967.0,374.0,7.0422,500001.0,NEAR OCEAN +-122.34,37.57,52.0,2547.0,373.0,876.0,359.0,8.2598,500001.0,NEAR OCEAN +-122.35,37.57,52.0,2170.0,269.0,784.0,274.0,10.4286,500001.0,NEAR OCEAN +-122.34,37.57,28.0,3751.0,949.0,1691.0,846.0,3.9728,300000.0,NEAR OCEAN +-122.33,37.57,43.0,2543.0,621.0,1301.0,606.0,3.1111,318400.0,NEAR OCEAN +-122.33,37.57,27.0,3085.0,876.0,1453.0,896.0,3.4333,290000.0,NEAR OCEAN +-122.33,37.58,27.0,5144.0,1481.0,2518.0,1447.0,3.4836,287900.0,NEAR OCEAN +-122.33,37.58,28.0,2784.0,736.0,1534.0,685.0,3.38,285400.0,NEAR OCEAN +-122.31,37.6,34.0,3225.0,726.0,1958.0,656.0,3.6811,273000.0,NEAR BAY +-122.31,37.58,44.0,1990.0,442.0,1141.0,424.0,3.9696,258300.0,NEAR BAY +-122.31,37.57,45.0,1165.0,236.0,845.0,251.0,4.1875,267300.0,NEAR OCEAN +-122.33,37.58,43.0,1772.0,422.0,1573.0,401.0,2.7474,233100.0,NEAR OCEAN +-122.32,37.57,42.0,2574.0,614.0,2377.0,588.0,3.2891,237900.0,NEAR OCEAN +-122.32,37.57,33.0,3384.0,819.0,2626.0,793.0,3.2285,234800.0,NEAR OCEAN +-122.32,37.57,52.0,499.0,148.0,318.0,145.0,2.9934,256300.0,NEAR OCEAN +-122.31,37.57,42.0,3157.0,676.0,1603.0,629.0,3.7422,292600.0,NEAR OCEAN +-122.32,37.56,44.0,537.0,173.0,355.0,194.0,2.8571,250000.0,NEAR OCEAN +-122.33,37.57,20.0,2126.0,643.0,1112.0,597.0,3.625,283300.0,NEAR OCEAN +-122.32,37.56,9.0,1150.0,287.0,377.0,243.0,3.8317,237500.0,NEAR OCEAN +-122.33,37.56,34.0,6394.0,1619.0,2400.0,1496.0,3.4902,500001.0,NEAR OCEAN +-122.32,37.56,49.0,2016.0,299.0,691.0,288.0,5.549,500001.0,NEAR OCEAN +-122.32,37.56,26.0,2339.0,704.0,1283.0,654.0,3.162,415000.0,NEAR OCEAN +-122.33,37.56,50.0,1975.0,245.0,644.0,251.0,10.0743,500001.0,NEAR OCEAN +-122.32,37.55,50.0,2501.0,433.0,1050.0,410.0,4.6406,500001.0,NEAR OCEAN +-122.33,37.55,51.0,2565.0,332.0,870.0,309.0,9.3694,500001.0,NEAR OCEAN +-122.34,37.55,44.0,2465.0,328.0,843.0,324.0,6.9533,500001.0,NEAR OCEAN +-122.31,37.56,52.0,2351.0,494.0,1126.0,482.0,3.9688,356900.0,NEAR OCEAN +-122.31,37.55,52.0,900.0,183.0,371.0,166.0,3.25,296400.0,NEAR OCEAN +-122.32,37.55,46.0,1437.0,266.0,607.0,263.0,4.8068,369700.0,NEAR OCEAN +-122.32,37.55,44.0,2151.0,411.0,849.0,370.0,4.4583,397100.0,NEAR OCEAN +-122.33,37.55,33.0,2199.0,312.0,827.0,319.0,6.1349,500001.0,NEAR OCEAN +-122.32,37.54,34.0,3661.0,692.0,1608.0,656.0,5.0774,407200.0,NEAR OCEAN +-122.34,37.53,27.0,3339.0,481.0,1354.0,458.0,7.3081,464600.0,NEAR OCEAN +-122.33,37.53,18.0,4493.0,760.0,1784.0,725.0,6.7042,413000.0,NEAR OCEAN +-122.35,37.53,27.0,2169.0,305.0,905.0,319.0,7.7743,453100.0,NEAR OCEAN +-122.34,37.52,34.0,3559.0,560.0,1747.0,550.0,6.6959,411200.0,NEAR OCEAN +-122.33,37.53,25.0,1729.0,383.0,769.0,352.0,4.0417,458500.0,NEAR OCEAN +-122.32,37.52,17.0,6645.0,1034.0,2557.0,1032.0,6.3892,480800.0,NEAR OCEAN +-122.3,37.53,37.0,1338.0,215.0,535.0,221.0,5.4351,376600.0,NEAR OCEAN +-122.3,37.53,40.0,1833.0,308.0,751.0,306.0,6.0,384200.0,NEAR OCEAN +-122.3,37.53,38.0,984.0,171.0,429.0,157.0,5.3261,376800.0,NEAR OCEAN +-122.31,37.52,35.0,1817.0,262.0,659.0,262.0,6.8336,457200.0,NEAR OCEAN +-122.31,37.53,39.0,1160.0,191.0,508.0,185.0,5.9539,379100.0,NEAR OCEAN +-122.3,37.54,39.0,4292.0,1097.0,1758.0,987.0,2.9405,340500.0,NEAR OCEAN +-122.3,37.53,43.0,1748.0,366.0,984.0,371.0,4.5116,337800.0,NEAR OCEAN +-122.29,37.53,41.0,839.0,190.0,419.0,215.0,5.012,368200.0,NEAR OCEAN +-122.31,37.54,45.0,1222.0,220.0,492.0,205.0,5.539,396900.0,NEAR OCEAN +-122.31,37.54,46.0,2444.0,397.0,952.0,402.0,4.75,388200.0,NEAR OCEAN +-122.31,37.53,41.0,1608.0,269.0,676.0,267.0,4.6125,361700.0,NEAR OCEAN +-122.32,37.53,39.0,2795.0,464.0,1183.0,443.0,5.779,387100.0,NEAR OCEAN +-122.31,37.55,27.0,3931.0,933.0,1877.0,851.0,3.9722,354100.0,NEAR OCEAN +-122.31,37.54,49.0,1340.0,281.0,660.0,284.0,4.163,393800.0,NEAR OCEAN +-122.31,37.54,38.0,1946.0,407.0,975.0,417.0,4.0726,385400.0,NEAR OCEAN +-122.31,37.54,42.0,1159.0,261.0,465.0,247.0,3.1842,352800.0,NEAR OCEAN +-122.3,37.55,35.0,3675.0,735.0,1930.0,715.0,3.9833,342800.0,NEAR OCEAN +-122.31,37.55,45.0,507.0,140.0,305.0,139.0,2.6159,272900.0,NEAR OCEAN +-122.31,37.56,45.0,1685.0,321.0,815.0,314.0,4.2955,309700.0,NEAR OCEAN +-122.31,37.56,36.0,1727.0,340.0,952.0,337.0,4.7917,316000.0,NEAR OCEAN +-122.31,37.56,45.0,1792.0,301.0,829.0,318.0,4.9013,330100.0,NEAR OCEAN +-122.31,37.56,40.0,1351.0,330.0,701.0,297.0,3.32,292900.0,NEAR OCEAN +-122.31,37.57,37.0,1437.0,305.0,979.0,331.0,4.0,273700.0,NEAR OCEAN +-122.31,37.57,31.0,2197.0,477.0,1193.0,394.0,4.6371,271100.0,NEAR OCEAN +-122.3,37.57,36.0,1973.0,352.0,1169.0,370.0,5.033,270900.0,NEAR BAY +-122.3,37.56,37.0,1962.0,367.0,1267.0,382.0,4.7344,271800.0,NEAR OCEAN +-122.3,37.57,36.0,2406.0,436.0,1189.0,403.0,4.7917,276100.0,NEAR BAY +-122.29,37.56,34.0,1693.0,281.0,846.0,291.0,5.3683,339400.0,NEAR BAY +-122.3,37.56,36.0,1379.0,228.0,750.0,227.0,5.5381,282000.0,NEAR OCEAN +-122.29,37.56,36.0,805.0,140.0,445.0,139.0,5.8221,289400.0,NEAR BAY +-122.3,37.56,35.0,1873.0,351.0,945.0,333.0,5.5184,274800.0,NEAR OCEAN +-122.29,37.56,12.0,6474.0,1467.0,2516.0,1390.0,5.0353,305800.0,NEAR BAY +-122.26,37.55,17.0,4576.0,814.0,1941.0,807.0,5.9572,443800.0,NEAR BAY +-122.26,37.55,17.0,1321.0,425.0,683.0,408.0,4.7045,500001.0,NEAR BAY +-122.27,37.55,16.0,4789.0,816.0,1840.0,763.0,6.7474,338200.0,NEAR BAY +-122.26,37.54,16.0,2118.0,333.0,770.0,318.0,7.2477,376000.0,NEAR BAY +-122.27,37.55,15.0,1958.0,282.0,811.0,284.0,8.1221,483300.0,NEAR BAY +-122.28,37.55,17.0,4199.0,629.0,2020.0,630.0,6.1228,375700.0,NEAR BAY +-122.27,37.56,17.0,3211.0,847.0,1553.0,812.0,4.9434,292100.0,NEAR BAY +-122.27,37.56,5.0,4921.0,1179.0,1810.0,1073.0,5.6936,322200.0,NEAR BAY +-122.26,37.54,13.0,1422.0,295.0,395.0,195.0,5.3247,327800.0,NEAR BAY +-122.26,37.54,5.0,3264.0,442.0,1607.0,453.0,9.1415,500001.0,NEAR BAY +-122.26,37.54,5.0,1649.0,388.0,779.0,376.0,6.9635,417300.0,NEAR BAY +-122.27,37.54,5.0,2140.0,420.0,990.0,394.0,6.035,438800.0,NEAR BAY +-122.27,37.54,16.0,3913.0,565.0,1752.0,557.0,7.3644,419700.0,NEAR BAY +-122.27,37.54,15.0,2126.0,310.0,905.0,306.0,8.9083,500001.0,NEAR BAY +-122.26,37.56,23.0,7283.0,1342.0,3399.0,1298.0,5.6683,391000.0,NEAR BAY +-122.26,37.57,23.0,7995.0,1254.0,3484.0,1198.0,6.5948,404000.0,NEAR BAY +-122.25,37.56,19.0,7976.0,1406.0,3437.0,1338.0,5.6396,430300.0,NEAR BAY +-122.29,37.55,27.0,3789.0,874.0,2243.0,866.0,4.39,270100.0,NEAR OCEAN +-122.28,37.54,24.0,5114.0,1357.0,3169.0,1268.0,3.9699,293200.0,NEAR OCEAN +-122.29,37.54,43.0,2268.0,438.0,1151.0,449.0,4.9091,293200.0,NEAR OCEAN +-122.28,37.54,37.0,991.0,180.0,463.0,177.0,5.1701,294200.0,NEAR OCEAN +-122.29,37.54,39.0,1459.0,285.0,761.0,291.0,5.0081,298100.0,NEAR OCEAN +-122.29,37.54,41.0,1743.0,349.0,811.0,349.0,4.9464,282400.0,NEAR OCEAN +-122.29,37.53,35.0,2043.0,511.0,1089.0,504.0,3.0278,310600.0,NEAR OCEAN +-122.28,37.53,15.0,5417.0,1199.0,2593.0,1098.0,4.8047,438000.0,NEAR OCEAN +-122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,310900.0,NEAR OCEAN +-122.27,37.53,43.0,1145.0,230.0,586.0,254.0,3.5,267400.0,NEAR OCEAN +-122.28,37.53,25.0,3710.0,1015.0,2068.0,958.0,3.5445,286700.0,NEAR OCEAN +-122.29,37.52,33.0,4104.0,751.0,1837.0,771.0,5.3506,388100.0,NEAR OCEAN +-122.28,37.52,27.0,2958.0,655.0,1285.0,577.0,4.0801,397800.0,NEAR OCEAN +-122.28,37.52,29.0,1526.0,355.0,724.0,315.0,4.0313,435200.0,NEAR OCEAN +-122.28,37.52,38.0,2197.0,357.0,1228.0,373.0,5.4719,397900.0,NEAR OCEAN +-122.29,37.52,38.0,3767.0,603.0,1455.0,615.0,6.8787,386800.0,NEAR OCEAN +-122.3,37.52,38.0,2769.0,387.0,994.0,395.0,5.5902,417000.0,NEAR OCEAN +-122.3,37.51,35.0,2789.0,445.0,1156.0,404.0,5.4322,391000.0,NEAR OCEAN +-122.3,37.52,32.0,2297.0,347.0,871.0,342.0,8.1039,382200.0,NEAR OCEAN +-122.31,37.52,24.0,2328.0,335.0,969.0,354.0,7.7364,435800.0,NEAR OCEAN +-122.32,37.52,26.0,4042.0,591.0,1611.0,578.0,8.4693,419200.0,NEAR OCEAN +-122.31,37.5,22.0,14034.0,3020.0,6266.0,2952.0,4.3939,491200.0,NEAR OCEAN +-122.27,37.52,35.0,1051.0,259.0,517.0,234.0,3.7,339700.0,NEAR OCEAN +-122.27,37.51,36.0,1406.0,224.0,598.0,237.0,5.8964,414800.0,NEAR OCEAN +-122.29,37.51,35.0,3040.0,520.0,1374.0,518.0,6.1004,426400.0,NEAR OCEAN +-122.26,37.52,34.0,483.0,131.0,291.0,157.0,3.0833,256300.0,NEAR OCEAN +-122.26,37.51,46.0,672.0,149.0,351.0,136.0,5.3264,258100.0,NEAR OCEAN +-122.25,37.51,45.0,989.0,174.0,504.0,180.0,4.8382,289400.0,NEAR OCEAN +-122.25,37.5,44.0,348.0,79.0,154.0,73.0,4.7708,253800.0,NEAR OCEAN +-122.27,37.51,39.0,3996.0,793.0,1744.0,761.0,4.5075,364900.0,NEAR OCEAN +-122.26,37.51,29.0,3703.0,1075.0,1611.0,1025.0,2.7075,323800.0,NEAR OCEAN +-122.26,37.5,24.0,2307.0,510.0,842.0,507.0,3.6111,341500.0,NEAR OCEAN +-122.26,37.5,52.0,878.0,186.0,393.0,186.0,3.7045,360500.0,NEAR OCEAN +-122.25,37.5,45.0,1812.0,336.0,752.0,329.0,4.95,345000.0,NEAR OCEAN +-122.25,37.49,43.0,2607.0,477.0,1225.0,461.0,4.224,349600.0,NEAR OCEAN +-122.25,37.49,40.0,2709.0,521.0,1156.0,510.0,4.6366,395500.0,NEAR OCEAN +-122.25,37.49,44.0,4420.0,743.0,1790.0,735.0,6.142,394700.0,NEAR OCEAN +-122.26,37.5,44.0,6983.0,1131.0,2818.0,1115.0,5.6271,374800.0,NEAR OCEAN +-122.28,37.51,33.0,4719.0,,1980.0,757.0,6.1064,405000.0,NEAR OCEAN +-122.28,37.5,33.0,6499.0,998.0,2694.0,957.0,7.4787,431300.0,NEAR OCEAN +-122.28,37.49,25.0,7335.0,1157.0,2626.0,1049.0,6.5475,500001.0,NEAR OCEAN +-122.28,37.49,29.0,4148.0,635.0,1638.0,627.0,6.912,457200.0,NEAR OCEAN +-122.27,37.48,26.0,3542.0,507.0,1392.0,524.0,8.5184,500001.0,NEAR OCEAN +-122.26,37.48,34.0,4453.0,682.0,1805.0,672.0,5.6038,451300.0,NEAR OCEAN +-122.29,37.48,15.0,5480.0,892.0,2009.0,831.0,7.4678,500001.0,NEAR OCEAN +-122.27,37.47,44.0,3022.0,473.0,1235.0,477.0,6.7058,495900.0,NEAR OCEAN +-122.26,37.46,26.0,5067.0,750.0,1996.0,728.0,7.0001,500001.0,NEAR OCEAN +-122.28,37.47,44.0,863.0,114.0,281.0,99.0,6.8879,500001.0,NEAR OCEAN +-122.24,37.47,41.0,1183.0,203.0,455.0,171.0,5.1071,314100.0,NEAR OCEAN +-122.25,37.48,37.0,3507.0,569.0,1663.0,608.0,5.0863,440300.0,NEAR OCEAN +-122.24,37.47,40.0,1504.0,270.0,689.0,287.0,6.1244,308800.0,NEAR OCEAN +-122.25,37.47,38.0,645.0,124.0,265.0,103.0,5.4688,305000.0,NEAR OCEAN +-122.25,37.47,35.0,3183.0,515.0,1313.0,487.0,5.9062,383200.0,NEAR OCEAN +-122.25,37.48,45.0,2743.0,390.0,974.0,400.0,7.1621,500001.0,NEAR OCEAN +-122.24,37.48,45.0,4126.0,696.0,1722.0,668.0,4.8966,362100.0,NEAR OCEAN +-122.24,37.48,40.0,4459.0,1027.0,2080.0,982.0,3.5322,361900.0,NEAR OCEAN +-122.24,37.48,47.0,2423.0,407.0,1010.0,407.0,6.2154,362700.0,NEAR OCEAN +-122.24,37.49,30.0,2956.0,590.0,1191.0,594.0,3.7463,427600.0,NEAR OCEAN +-122.24,37.49,38.0,4105.0,950.0,2561.0,909.0,3.8684,265600.0,NEAR OCEAN +-122.21,37.48,39.0,1535.0,340.0,1204.0,370.0,2.8482,247200.0,NEAR BAY +-122.23,37.49,11.0,840.0,329.0,1338.0,345.0,2.3333,241700.0,NEAR OCEAN +-122.21,37.49,24.0,2528.0,947.0,2437.0,861.0,2.2746,225000.0,NEAR BAY +-122.22,37.48,47.0,2570.0,783.0,3107.0,724.0,2.8058,229500.0,NEAR OCEAN +-122.22,37.48,34.0,1541.0,584.0,1564.0,558.0,2.56,250000.0,NEAR OCEAN +-122.24,37.49,19.0,322.0,112.0,191.0,102.0,2.5833,500001.0,NEAR OCEAN +-122.24,37.55,3.0,6164.0,1175.0,2198.0,975.0,6.7413,435900.0,NEAR BAY +-122.25,37.53,16.0,4428.0,664.0,1677.0,623.0,7.6864,422500.0,NEAR BAY +-122.26,37.53,4.0,5233.0,1109.0,1690.0,907.0,6.2007,311800.0,NEAR BAY +-122.25,37.52,14.0,1472.0,291.0,876.0,292.0,4.3594,366000.0,NEAR BAY +-122.21,37.52,18.0,2962.0,945.0,1639.0,851.0,2.7399,87500.0,NEAR BAY +-122.19,37.48,35.0,7067.0,1646.0,5380.0,1597.0,4.1776,265300.0,NEAR BAY +-122.21,37.48,20.0,505.0,216.0,326.0,216.0,2.9286,237500.0,NEAR BAY +-122.21,37.48,37.0,1326.0,335.0,1771.0,335.0,3.0147,218100.0,NEAR BAY +-122.2,37.48,32.0,640.0,166.0,991.0,160.0,1.9844,270000.0,NEAR BAY +-122.2,37.48,41.0,733.0,155.0,652.0,140.0,5.1654,233600.0,NEAR BAY +-122.2,37.48,30.0,1170.0,258.0,610.0,243.0,3.4427,263500.0,NEAR BAY +-122.19,37.48,45.0,886.0,165.0,492.0,173.0,4.2708,267000.0,NEAR BAY +-122.19,37.48,38.0,1300.0,269.0,608.0,292.0,4.5568,286900.0,NEAR BAY +-122.19,37.47,44.0,1371.0,263.0,589.0,301.0,4.8068,312300.0,NEAR BAY +-122.2,37.47,44.0,1927.0,332.0,846.0,362.0,4.2083,278200.0,NEAR BAY +-122.2,37.47,37.0,1053.0,266.0,939.0,267.0,3.1989,320800.0,NEAR BAY +-122.2,37.47,37.0,1403.0,369.0,1587.0,331.0,2.8258,232800.0,NEAR BAY +-122.21,37.47,33.0,1266.0,415.0,1991.0,334.0,2.92,202800.0,NEAR OCEAN +-122.21,37.47,26.0,1777.0,555.0,1966.0,497.0,3.0472,211000.0,NEAR OCEAN +-122.21,37.47,43.0,733.0,162.0,497.0,175.0,3.2708,255300.0,NEAR OCEAN +-122.22,37.47,23.0,7740.0,1943.0,4124.0,1743.0,3.3268,322800.0,NEAR OCEAN +-122.22,37.47,35.0,367.0,113.0,398.0,109.0,2.5,166700.0,NEAR OCEAN +-122.22,37.47,28.0,5956.0,1612.0,3571.0,1549.0,3.1864,272800.0,NEAR OCEAN +-122.23,37.48,33.0,3108.0,805.0,1895.0,717.0,3.3015,267700.0,NEAR OCEAN +-122.23,37.47,39.0,5264.0,1259.0,3057.0,1265.0,3.623,276600.0,NEAR OCEAN +-122.23,37.48,38.0,1578.0,399.0,879.0,388.0,2.7969,298400.0,NEAR OCEAN +-122.24,37.47,35.0,2283.0,491.0,1148.0,436.0,4.5556,318600.0,NEAR OCEAN +-122.24,37.47,36.0,2021.0,433.0,1117.0,432.0,3.929,303100.0,NEAR OCEAN +-122.23,37.46,33.0,2643.0,464.0,1015.0,427.0,4.2232,363700.0,NEAR OCEAN +-122.23,37.46,26.0,4670.0,1039.0,2103.0,933.0,4.4167,333800.0,NEAR OCEAN +-122.25,37.46,33.0,6841.0,950.0,2681.0,980.0,7.1088,443300.0,NEAR OCEAN +-122.24,37.46,36.0,4686.0,781.0,2254.0,845.0,6.1043,343500.0,NEAR OCEAN +-122.26,37.45,17.0,2742.0,441.0,986.0,421.0,5.9285,496000.0,NEAR OCEAN +-122.23,37.46,36.0,6090.0,1057.0,3081.0,1075.0,5.6629,343600.0,NEAR OCEAN +-122.22,37.46,37.0,2586.0,495.0,1208.0,502.0,4.3214,342700.0,NEAR OCEAN +-122.23,37.45,34.0,4177.0,723.0,1586.0,660.0,5.0457,395100.0,NEAR OCEAN +-122.23,37.45,29.0,1617.0,235.0,758.0,246.0,7.7932,469900.0,NEAR OCEAN +-122.22,37.46,13.0,2888.0,546.0,1182.0,504.0,6.0255,409300.0,NEAR OCEAN +-122.2,37.46,40.0,1723.0,208.0,976.0,209.0,9.8892,500001.0,NEAR OCEAN +-122.2,37.44,31.0,2328.0,270.0,722.0,247.0,15.0001,500001.0,NEAR OCEAN +-122.22,37.44,32.0,4281.0,501.0,1318.0,484.0,15.0001,500001.0,NEAR OCEAN +-122.21,37.46,48.0,2560.0,322.0,921.0,301.0,10.8758,500001.0,NEAR OCEAN +-122.21,37.46,40.0,1777.0,207.0,577.0,207.0,15.0001,500001.0,NEAR OCEAN +-122.18,37.46,40.0,2529.0,293.0,831.0,258.0,15.0001,500001.0,NEAR BAY +-122.2,37.47,40.0,2959.0,389.0,985.0,365.0,9.9025,500001.0,NEAR BAY +-122.18,37.47,37.0,2848.0,328.0,852.0,327.0,13.367,500001.0,NEAR BAY +-122.16,37.47,44.0,2581.0,437.0,1006.0,414.0,5.397,341700.0,NEAR BAY +-122.17,37.48,39.0,2427.0,401.0,1178.0,408.0,5.9629,352700.0,NEAR BAY +-122.16,37.47,33.0,3687.0,852.0,3091.0,852.0,2.6506,162600.0,NEAR BAY +-122.16,37.48,36.0,2238.0,479.0,1949.0,457.0,2.3769,157300.0,NEAR BAY +-122.14,37.5,46.0,30.0,4.0,13.0,5.0,15.0001,500001.0,NEAR BAY +-122.14,37.48,36.0,1210.0,236.0,981.0,239.0,4.0039,148900.0,NEAR BAY +-122.14,37.47,36.0,2081.0,412.0,1931.0,373.0,3.7917,160600.0,NEAR BAY +-122.12,37.48,36.0,880.0,177.0,795.0,188.0,3.8194,159400.0,NEAR BAY +-122.13,37.47,25.0,1630.0,353.0,1546.0,371.0,5.0893,173400.0,NEAR BAY +-122.13,37.46,37.0,1576.0,334.0,1385.0,323.0,2.5294,159400.0,NEAR BAY +-122.13,37.46,35.0,1321.0,300.0,1133.0,287.0,3.7312,159600.0,NEAR BAY +-122.12,37.45,38.0,1276.0,314.0,955.0,287.0,2.0096,155700.0,NEAR BAY +-122.13,37.46,31.0,2247.0,573.0,1711.0,511.0,3.2642,185600.0,NEAR BAY +-122.13,37.47,30.0,1480.0,294.0,1126.0,301.0,4.983,166700.0,NEAR BAY +-122.14,37.47,37.0,3373.0,815.0,2909.0,705.0,2.8868,156600.0,NEAR BAY +-122.15,37.47,37.0,1844.0,382.0,1634.0,417.0,2.7993,145500.0,NEAR BAY +-122.15,37.47,38.0,1560.0,301.0,1331.0,316.0,3.0521,151500.0,NEAR BAY +-122.15,37.46,30.0,4198.0,1244.0,2678.0,1147.0,3.6712,308600.0,NEAR BAY +-122.14,37.46,27.0,5580.0,2009.0,4165.0,1763.0,2.4375,189000.0,NEAR BAY +-122.15,37.47,39.0,1295.0,239.0,566.0,242.0,5.6407,326400.0,NEAR BAY +-122.15,37.46,42.0,1995.0,412.0,794.0,374.0,5.6234,379600.0,NEAR BAY +-122.16,37.46,45.0,2068.0,348.0,844.0,366.0,6.227,417800.0,NEAR BAY +-122.16,37.45,50.0,196.0,41.0,76.0,42.0,7.6129,412500.0,NEAR BAY +-122.16,37.46,32.0,2663.0,661.0,1403.0,733.0,4.2667,410200.0,NEAR BAY +-122.17,37.46,47.0,2312.0,332.0,1044.0,282.0,9.459,500001.0,NEAR BAY +-122.19,37.46,34.0,5419.0,1183.0,2002.0,1138.0,4.1985,500001.0,NEAR BAY +-122.17,37.45,33.0,1828.0,396.0,766.0,378.0,4.4531,500001.0,NEAR BAY +-122.17,37.45,35.0,1025.0,242.0,388.0,232.0,5.1995,500001.0,NEAR BAY +-122.18,37.45,43.0,2061.0,437.0,817.0,385.0,4.4688,460200.0,NEAR BAY +-122.18,37.45,37.0,5257.0,1360.0,2128.0,1264.0,4.0,394300.0,NEAR BAY +-122.19,37.45,18.0,1636.0,414.0,853.0,439.0,5.1032,464600.0,NEAR OCEAN +-122.18,37.44,44.0,2237.0,347.0,948.0,346.0,8.2436,500001.0,NEAR OCEAN +-122.19,37.44,38.0,3383.0,456.0,1203.0,465.0,9.3198,500001.0,NEAR OCEAN +-122.19,37.44,39.0,4402.0,618.0,1616.0,631.0,8.9955,500001.0,NEAR OCEAN +-122.2,37.43,38.0,3626.0,528.0,1350.0,532.0,7.3681,500001.0,NEAR OCEAN +-122.21,37.44,35.0,1140.0,193.0,486.0,199.0,4.6908,500001.0,NEAR OCEAN +-122.2,37.43,40.0,2223.0,412.0,1050.0,417.0,5.2421,444500.0,NEAR OCEAN +-122.19,37.43,39.0,2392.0,420.0,937.0,406.0,6.6136,472800.0,NEAR OCEAN +-122.2,37.43,22.0,3294.0,744.0,1337.0,655.0,5.2391,500001.0,NEAR OCEAN +-122.21,37.43,33.0,1606.0,254.0,727.0,271.0,8.6963,500001.0,NEAR OCEAN +-122.21,37.43,23.0,5741.0,1012.0,1843.0,888.0,5.7211,500001.0,NEAR OCEAN +-122.23,37.42,16.0,1945.0,320.0,512.0,300.0,7.4542,500001.0,NEAR OCEAN +-122.19,37.42,47.0,932.0,167.0,295.0,116.0,8.4375,500001.0,NEAR OCEAN +-122.21,37.43,20.0,975.0,134.0,324.0,146.0,9.7796,500001.0,NEAR OCEAN +-122.21,37.42,28.0,564.0,72.0,191.0,79.0,11.9666,500001.0,NEAR OCEAN +-122.2,37.4,37.0,1296.0,194.0,540.0,192.0,8.2782,500001.0,NEAR OCEAN +-122.2,37.4,30.0,2612.0,338.0,980.0,324.0,10.0481,500001.0,NEAR OCEAN +-122.21,37.38,28.0,4518.0,578.0,1489.0,559.0,11.3176,500001.0,NEAR OCEAN +-122.2,37.35,17.0,3095.0,442.0,1173.0,424.0,13.2986,500001.0,NEAR BAY +-122.21,37.37,34.0,1476.0,217.0,613.0,223.0,8.2883,500001.0,NEAR OCEAN +-122.22,37.37,26.0,440.0,202.0,322.0,218.0,5.1831,350000.0,NEAR OCEAN +-122.22,37.36,34.0,1559.0,243.0,600.0,242.0,8.7382,500001.0,NEAR OCEAN +-122.22,37.4,32.0,2297.0,287.0,814.0,283.0,15.0001,500001.0,NEAR OCEAN +-122.25,37.45,34.0,2999.0,365.0,927.0,369.0,10.2811,500001.0,NEAR OCEAN +-122.27,37.45,41.0,830.0,136.0,353.0,153.0,6.3824,500001.0,NEAR OCEAN +-122.24,37.43,36.0,2410.0,361.0,934.0,377.0,7.652,500001.0,NEAR OCEAN +-122.27,37.43,33.0,1601.0,223.0,629.0,215.0,15.0001,500001.0,NEAR OCEAN +-122.25,37.39,33.0,370.0,42.0,153.0,53.0,10.6514,500001.0,NEAR OCEAN +-122.26,37.38,28.0,1103.0,164.0,415.0,154.0,7.8633,500001.0,NEAR OCEAN +-122.29,37.41,30.0,6373.0,854.0,2149.0,798.0,10.6868,500001.0,NEAR OCEAN +-122.46,37.51,23.0,949.0,151.0,399.0,149.0,5.6286,411300.0,NEAR OCEAN +-122.47,37.5,18.0,2297.0,416.0,1086.0,381.0,4.875,334600.0,NEAR OCEAN +-122.47,37.5,25.0,950.0,259.0,404.0,195.0,3.1937,319200.0,NEAR OCEAN +-122.48,37.51,22.0,1564.0,278.0,761.0,270.0,4.7578,318500.0,NEAR OCEAN +-122.47,37.51,15.0,4974.0,764.0,2222.0,774.0,6.7606,364300.0,NEAR OCEAN +-122.44,37.52,16.0,7077.0,1179.0,3502.0,1148.0,5.9919,345100.0,NEAR OCEAN +-122.53,37.5,19.0,4768.0,807.0,2199.0,805.0,6.1896,331100.0,NEAR OCEAN +-122.49,37.54,15.0,3456.0,545.0,1527.0,535.0,6.3256,368000.0,NEAR OCEAN +-122.51,37.53,17.0,1574.0,262.0,672.0,241.0,7.2929,355800.0,NEAR OCEAN +-122.5,37.51,11.0,749.0,137.0,355.0,124.0,8.2364,371800.0,NEAR OCEAN +-122.49,37.5,21.0,1209.0,309.0,801.0,259.0,4.5625,500000.0,NEAR OCEAN +-122.43,37.43,17.0,11999.0,2249.0,5467.0,1989.0,4.8405,354300.0,NEAR OCEAN +-122.34,37.46,21.0,1799.0,293.0,576.0,277.0,7.439,500001.0,NEAR OCEAN +-122.38,37.34,33.0,1054.0,209.0,400.0,161.0,7.7773,456300.0,NEAR OCEAN +-122.33,37.39,52.0,573.0,102.0,232.0,92.0,6.2263,500001.0,NEAR OCEAN +-122.27,37.32,37.0,2607.0,534.0,1346.0,507.0,5.3951,277700.0,NEAR OCEAN +-122.27,37.24,30.0,2762.0,593.0,1581.0,502.0,5.1002,319400.0,NEAR OCEAN +-122.38,37.18,52.0,1746.0,315.0,941.0,220.0,3.3047,286100.0,NEAR OCEAN +-119.77,34.44,24.0,5652.0,1313.0,2312.0,1294.0,2.4717,295300.0,NEAR OCEAN +-119.78,34.45,9.0,1830.0,353.0,1515.0,220.0,4.2109,450000.0,NEAR OCEAN +-119.79,34.45,24.0,2746.0,433.0,1076.0,380.0,5.8635,348700.0,NEAR OCEAN +-119.75,34.45,26.0,3578.0,677.0,1504.0,618.0,4.1375,395000.0,NEAR OCEAN +-119.75,34.44,28.0,1080.0,298.0,524.0,251.0,1.8432,327300.0,NEAR OCEAN +-119.76,34.44,28.0,1985.0,582.0,1092.0,548.0,2.4701,290900.0,NEAR OCEAN +-119.75,34.45,6.0,2864.0,,1404.0,603.0,5.5073,263800.0,NEAR OCEAN +-119.78,34.48,21.0,2377.0,322.0,1007.0,328.0,7.9248,500001.0,NEAR OCEAN +-119.75,34.5,26.0,3563.0,579.0,1479.0,575.0,5.9522,438400.0,<1H OCEAN +-119.78,34.45,23.0,2077.0,306.0,705.0,256.0,6.4744,500001.0,NEAR OCEAN +-119.73,34.44,38.0,1729.0,,801.0,395.0,3.1364,357500.0,NEAR OCEAN +-119.73,34.43,35.0,2703.0,654.0,1383.0,631.0,4.5278,340400.0,NEAR OCEAN +-119.74,34.44,26.0,4257.0,1031.0,1861.0,950.0,3.4047,294500.0,NEAR OCEAN +-119.72,34.43,30.0,2491.0,656.0,1091.0,576.0,2.5139,279500.0,<1H OCEAN +-119.72,34.43,27.0,984.0,299.0,777.0,313.0,2.5694,275000.0,<1H OCEAN +-119.72,34.43,46.0,1332.0,329.0,746.0,310.0,3.6719,357400.0,<1H OCEAN +-119.72,34.43,36.0,1156.0,309.0,521.0,304.0,2.6014,320600.0,<1H OCEAN +-119.72,34.43,33.0,1028.0,377.0,753.0,356.0,2.3454,243800.0,<1H OCEAN +-119.71,34.43,18.0,1170.0,372.0,681.0,346.0,2.1974,255000.0,<1H OCEAN +-119.71,34.42,31.0,1643.0,499.0,1253.0,499.0,3.1563,267000.0,<1H OCEAN +-119.71,34.43,47.0,1572.0,417.0,790.0,384.0,2.6429,279200.0,<1H OCEAN +-119.72,34.44,50.0,3265.0,509.0,1256.0,443.0,6.3997,500001.0,<1H OCEAN +-119.71,34.44,52.0,1837.0,343.0,711.0,355.0,4.1316,443000.0,<1H OCEAN +-119.7,34.43,37.0,1462.0,306.0,678.0,322.0,5.1545,418400.0,<1H OCEAN +-119.71,34.43,48.0,2408.0,536.0,1005.0,497.0,3.5213,458600.0,<1H OCEAN +-119.7,34.43,39.0,1486.0,467.0,758.0,409.0,2.6875,320600.0,<1H OCEAN +-119.7,34.43,52.0,977.0,289.0,412.0,272.0,2.125,300000.0,<1H OCEAN +-119.7,34.47,32.0,3725.0,569.0,1304.0,527.0,7.7261,500001.0,<1H OCEAN +-119.72,34.47,34.0,3262.0,533.0,1265.0,502.0,5.8411,381800.0,<1H OCEAN +-119.71,34.45,35.0,2183.0,363.0,988.0,351.0,5.5922,384400.0,<1H OCEAN +-119.71,34.44,41.0,2220.0,367.0,927.0,355.0,5.3184,376000.0,<1H OCEAN +-119.72,34.44,43.0,1781.0,342.0,663.0,358.0,4.7,293800.0,<1H OCEAN +-119.72,34.44,39.0,1489.0,304.0,700.0,268.0,3.8819,289900.0,<1H OCEAN +-119.73,34.44,48.0,2114.0,390.0,973.0,367.0,4.8021,351100.0,NEAR OCEAN +-119.73,34.45,44.0,2261.0,328.0,763.0,294.0,6.7449,415600.0,<1H OCEAN +-119.74,34.44,27.0,1251.0,282.0,503.0,283.0,2.8,353000.0,NEAR OCEAN +-119.74,34.45,29.0,2526.0,388.0,1092.0,409.0,6.0597,383100.0,<1H OCEAN +-119.69,34.44,41.0,1989.0,271.0,666.0,269.0,6.8406,500001.0,<1H OCEAN +-119.69,34.43,44.0,2440.0,485.0,1011.0,442.0,4.149,443600.0,<1H OCEAN +-119.7,34.43,35.0,1402.0,369.0,654.0,385.0,2.6205,318800.0,<1H OCEAN +-119.69,34.43,43.0,1257.0,311.0,671.0,263.0,2.875,280600.0,<1H OCEAN +-119.69,34.43,37.0,2801.0,497.0,1150.0,476.0,5.8311,387700.0,<1H OCEAN +-119.68,34.44,23.0,2600.0,398.0,917.0,374.0,8.7394,500001.0,<1H OCEAN +-119.67,34.47,35.0,2700.0,422.0,1995.0,383.0,4.9757,500001.0,<1H OCEAN +-119.66,34.44,26.0,2790.0,413.0,1014.0,397.0,6.5631,500001.0,<1H OCEAN +-119.66,34.43,27.0,5509.0,1059.0,2591.0,979.0,3.8456,500001.0,<1H OCEAN +-119.67,34.44,32.0,3202.0,537.0,1316.0,538.0,5.2888,463800.0,<1H OCEAN +-119.69,34.43,30.0,1273.0,343.0,1082.0,325.0,2.5104,228100.0,<1H OCEAN +-119.68,34.43,33.0,1961.0,462.0,1693.0,445.0,2.9896,236000.0,<1H OCEAN +-119.68,34.43,49.0,1785.0,386.0,1267.0,380.0,3.5208,251200.0,<1H OCEAN +-119.67,34.38,28.0,1814.0,526.0,849.0,420.0,3.1625,364300.0,<1H OCEAN +-119.68,34.42,38.0,1452.0,354.0,1139.0,340.0,2.707,236800.0,<1H OCEAN +-119.67,34.43,39.0,1467.0,381.0,1404.0,374.0,2.3681,241400.0,<1H OCEAN +-119.67,34.42,37.0,1673.0,444.0,1477.0,446.0,2.0643,246700.0,<1H OCEAN +-119.67,34.42,23.0,1333.0,393.0,1369.0,381.0,2.5947,232600.0,<1H OCEAN +-119.7,34.43,52.0,1364.0,460.0,804.0,400.0,2.375,293800.0,<1H OCEAN +-119.7,34.42,52.0,329.0,109.0,291.0,102.0,1.4722,350000.0,<1H OCEAN +-119.7,34.42,41.0,725.0,239.0,582.0,214.0,3.1667,362500.0,<1H OCEAN +-119.69,34.42,17.0,1826.0,544.0,1325.0,532.0,1.2762,253600.0,<1H OCEAN +-119.69,34.42,52.0,302.0,112.0,392.0,114.0,2.5978,258300.0,<1H OCEAN +-119.71,34.42,52.0,1838.0,692.0,851.0,576.0,1.4851,237500.0,<1H OCEAN +-119.71,34.42,49.0,1560.0,436.0,1041.0,411.0,2.925,246900.0,<1H OCEAN +-119.71,34.42,39.0,1172.0,322.0,606.0,316.0,2.16,259100.0,<1H OCEAN +-119.71,34.42,50.0,840.0,279.0,488.0,270.0,2.2097,258300.0,<1H OCEAN +-119.7,34.42,43.0,1802.0,557.0,1490.0,538.0,2.675,247900.0,<1H OCEAN +-119.7,34.41,52.0,1526.0,458.0,1633.0,449.0,2.2069,226500.0,NEAR OCEAN +-119.72,34.42,37.0,1635.0,427.0,1027.0,408.0,3.5905,264700.0,NEAR OCEAN +-119.72,34.42,31.0,1524.0,383.0,1257.0,398.0,2.6019,250000.0,NEAR OCEAN +-119.72,34.42,49.0,1610.0,370.0,961.0,351.0,2.6983,260100.0,NEAR OCEAN +-119.72,34.42,52.0,1759.0,387.0,980.0,402.0,4.0125,261000.0,NEAR OCEAN +-119.71,34.42,52.0,1411.0,324.0,1091.0,306.0,4.1062,252900.0,<1H OCEAN +-119.71,34.42,23.0,2068.0,658.0,1898.0,570.0,2.5506,230800.0,<1H OCEAN +-119.71,34.41,31.0,1034.0,319.0,997.0,308.0,2.6538,231800.0,NEAR OCEAN +-119.73,34.35,20.0,1648.0,319.0,905.0,307.0,4.375,335200.0,NEAR OCEAN +-119.71,34.36,34.0,1706.0,276.0,628.0,243.0,4.1842,364000.0,NEAR OCEAN +-119.7,34.36,35.0,1604.0,334.0,904.0,337.0,4.7411,336400.0,NEAR OCEAN +-119.71,34.4,36.0,1846.0,358.0,748.0,329.0,4.2283,326800.0,NEAR OCEAN +-119.7,34.4,25.0,1858.0,493.0,865.0,460.0,3.0938,312500.0,NEAR OCEAN +-119.72,34.41,35.0,871.0,145.0,354.0,154.0,4.3214,341800.0,NEAR OCEAN +-119.71,34.4,27.0,3782.0,771.0,1742.0,751.0,4.0451,395100.0,NEAR OCEAN +-119.71,34.41,18.0,1225.0,317.0,694.0,306.0,3.6823,255000.0,NEAR OCEAN +-119.7,34.41,19.0,1215.0,360.0,1349.0,423.0,2.6607,226500.0,NEAR OCEAN +-119.7,34.41,19.0,2086.0,575.0,1701.0,530.0,2.8042,236100.0,NEAR OCEAN +-119.69,34.38,39.0,1383.0,459.0,677.0,362.0,2.25,281300.0,NEAR OCEAN +-119.69,34.41,44.0,1208.0,357.0,603.0,297.0,2.6103,500000.0,<1H OCEAN +-119.75,34.43,23.0,2982.0,837.0,1317.0,787.0,3.3776,283200.0,NEAR OCEAN +-119.74,34.43,26.0,3119.0,562.0,1459.0,562.0,5.0434,340400.0,NEAR OCEAN +-119.75,34.4,31.0,1997.0,299.0,826.0,301.0,6.8927,500001.0,NEAR OCEAN +-119.73,34.43,27.0,1448.0,404.0,978.0,338.0,2.303,261000.0,NEAR OCEAN +-119.73,34.42,23.0,1364.0,227.0,638.0,238.0,5.3279,413900.0,NEAR OCEAN +-119.73,34.42,25.0,2024.0,312.0,907.0,335.0,5.4127,392800.0,NEAR OCEAN +-119.72,34.41,35.0,1853.0,375.0,878.0,338.0,4.9044,335300.0,NEAR OCEAN +-119.74,34.41,30.0,2365.0,417.0,1053.0,409.0,5.5959,346200.0,NEAR OCEAN +-119.73,34.41,29.0,1769.0,297.0,703.0,269.0,4.4375,350000.0,NEAR OCEAN +-119.72,34.41,26.0,1648.0,378.0,954.0,405.0,3.2895,335000.0,NEAR OCEAN +-119.74,34.35,34.0,1664.0,292.0,705.0,257.0,5.0,329400.0,NEAR OCEAN +-119.74,34.38,32.0,1479.0,287.0,830.0,288.0,5.345,322600.0,NEAR OCEAN +-119.63,34.42,42.0,1765.0,263.0,753.0,260.0,8.5608,500001.0,<1H OCEAN +-119.64,34.43,34.0,3045.0,570.0,1002.0,488.0,5.623,500001.0,<1H OCEAN +-119.63,34.4,29.0,3865.0,814.0,1266.0,613.0,6.0069,500001.0,<1H OCEAN +-119.64,34.43,32.0,1872.0,318.0,749.0,296.0,4.625,500001.0,<1H OCEAN +-119.61,34.45,33.0,3597.0,519.0,1207.0,479.0,5.3963,500001.0,<1H OCEAN +-119.63,34.44,37.0,3188.0,442.0,984.0,376.0,9.4522,500001.0,<1H OCEAN +-119.61,34.43,16.0,2665.0,391.0,794.0,311.0,9.0267,500001.0,<1H OCEAN +-119.53,34.41,8.0,1705.0,400.0,886.0,391.0,3.9659,297400.0,<1H OCEAN +-119.52,34.41,20.0,4489.0,800.0,2867.0,765.0,4.806,279700.0,<1H OCEAN +-119.51,34.4,24.0,3422.0,596.0,1763.0,601.0,5.2039,301300.0,NEAR OCEAN +-119.51,34.4,15.0,1112.0,256.0,411.0,245.0,2.0625,314300.0,NEAR OCEAN +-119.52,34.39,23.0,1414.0,365.0,889.0,345.0,2.6397,250000.0,NEAR OCEAN +-119.51,34.39,32.0,1921.0,394.0,951.0,334.0,3.233,346000.0,NEAR OCEAN +-119.52,34.4,20.0,1834.0,477.0,1305.0,417.0,3.2125,251000.0,NEAR OCEAN +-119.53,34.38,22.0,2323.0,727.0,1301.0,478.0,2.7864,300000.0,NEAR OCEAN +-119.53,34.4,14.0,1671.0,383.0,1079.0,365.0,3.1389,248700.0,<1H OCEAN +-119.51,34.46,28.0,3506.0,563.0,1362.0,483.0,6.091,500001.0,<1H OCEAN +-119.55,34.38,17.0,1951.0,368.0,681.0,350.0,2.7275,500001.0,<1H OCEAN +-119.57,34.38,22.0,2512.0,426.0,919.0,341.0,5.759,425000.0,<1H OCEAN +-119.59,34.43,28.0,2718.0,542.0,1066.0,442.0,4.2059,500001.0,<1H OCEAN +-119.59,34.39,35.0,622.0,170.0,278.0,139.0,3.6969,335000.0,<1H OCEAN +-119.5,34.35,39.0,308.0,38.0,59.0,21.0,11.7794,500001.0,NEAR OCEAN +-119.49,34.39,17.0,4617.0,982.0,2303.0,923.0,3.9224,230600.0,NEAR OCEAN +-119.72,34.77,35.0,2469.0,553.0,1168.0,427.0,2.4583,62100.0,<1H OCEAN +-120.18,34.75,17.0,2074.0,382.0,1035.0,359.0,3.7958,400000.0,<1H OCEAN +-120.27,34.72,14.0,1289.0,277.0,693.0,237.0,3.2569,230800.0,<1H OCEAN +-120.18,34.62,25.0,1337.0,219.0,671.0,225.0,3.1912,226400.0,NEAR OCEAN +-120.2,34.63,14.0,2647.0,515.0,1487.0,488.0,4.4519,227900.0,NEAR OCEAN +-120.2,34.61,15.0,2958.0,690.0,1348.0,617.0,3.8582,215200.0,NEAR OCEAN +-120.13,34.63,11.0,2137.0,339.0,916.0,338.0,5.5221,394900.0,NEAR OCEAN +-120.12,34.6,10.0,2426.0,426.0,966.0,419.0,5.5106,290900.0,NEAR OCEAN +-120.14,34.6,22.0,2136.0,465.0,1143.0,409.0,2.9479,243100.0,NEAR OCEAN +-120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,500001.0,NEAR OCEAN +-120.14,34.59,9.0,2536.0,499.0,832.0,385.0,2.5743,309800.0,NEAR OCEAN +-120.14,34.59,24.0,1601.0,282.0,731.0,285.0,4.2026,259800.0,NEAR OCEAN +-120.04,34.72,13.0,3942.0,585.0,1542.0,515.0,6.6054,500001.0,NEAR OCEAN +-120.11,34.66,18.0,1348.0,238.0,631.0,247.0,5.3154,289400.0,NEAR OCEAN +-120.08,34.64,18.0,2375.0,429.0,1048.0,369.0,4.2222,375000.0,NEAR OCEAN +-120.08,34.62,11.0,3478.0,588.0,1693.0,582.0,4.6554,272300.0,NEAR OCEAN +-120.09,34.62,18.0,2708.0,382.0,988.0,359.0,5.5194,367000.0,NEAR OCEAN +-120.11,34.62,16.0,2943.0,394.0,959.0,359.0,6.2094,440000.0,NEAR OCEAN +-120.09,34.61,11.0,586.0,125.0,317.0,74.0,2.8906,84400.0,NEAR OCEAN +-120.08,34.59,24.0,1874.0,319.0,820.0,315.0,5.1909,390200.0,NEAR OCEAN +-120.01,34.54,30.0,2992.0,609.0,1288.0,465.0,3.9375,292900.0,NEAR OCEAN +-120.44,34.91,12.0,3189.0,463.0,1200.0,442.0,5.299,226800.0,<1H OCEAN +-120.45,34.91,16.0,712.0,147.0,355.0,162.0,2.56,150000.0,<1H OCEAN +-120.48,34.9,20.0,3842.0,630.0,2490.0,662.0,3.0559,120100.0,<1H OCEAN +-120.45,34.88,15.0,2143.0,286.0,929.0,315.0,5.7306,269700.0,<1H OCEAN +-120.44,34.88,9.0,3124.0,415.0,1169.0,407.0,6.7694,275100.0,<1H OCEAN +-120.45,34.87,4.0,1533.0,221.0,545.0,191.0,7.5696,328700.0,<1H OCEAN +-120.44,34.87,13.0,2312.0,352.0,1084.0,388.0,5.038,194000.0,<1H OCEAN +-120.45,34.86,23.0,3415.0,778.0,1492.0,633.0,2.2791,114800.0,NEAR OCEAN +-120.4,34.86,11.0,1633.0,348.0,504.0,327.0,2.0508,275000.0,<1H OCEAN +-120.4,34.85,26.0,2384.0,385.0,1323.0,400.0,4.8185,157900.0,<1H OCEAN +-120.41,34.86,15.0,978.0,187.0,407.0,182.0,4.375,158000.0,<1H OCEAN +-120.43,34.86,17.0,3172.0,506.0,1538.0,473.0,4.3125,168100.0,<1H OCEAN +-120.43,34.86,17.0,1932.0,347.0,874.0,312.0,3.8203,141500.0,<1H OCEAN +-120.37,34.9,17.0,2649.0,386.0,1057.0,362.0,4.7813,326800.0,<1H OCEAN +-120.33,34.87,24.0,2590.0,404.0,1093.0,338.0,3.9375,341200.0,<1H OCEAN +-120.42,34.91,4.0,6986.0,1217.0,2801.0,1212.0,3.2135,212700.0,<1H OCEAN +-120.43,34.9,27.0,2019.0,354.0,1029.0,346.0,3.5391,144700.0,<1H OCEAN +-120.43,34.9,30.0,2388.0,393.0,1117.0,375.0,4.1058,164000.0,<1H OCEAN +-120.41,34.88,8.0,3119.0,620.0,1159.0,544.0,3.5288,165500.0,<1H OCEAN +-120.42,34.89,24.0,2020.0,307.0,855.0,283.0,5.0099,162500.0,<1H OCEAN +-120.43,34.89,30.0,1979.0,342.0,999.0,320.0,5.0286,158000.0,<1H OCEAN +-120.43,34.89,28.0,2862.0,478.0,1384.0,463.0,4.6694,158200.0,<1H OCEAN +-120.43,34.88,22.0,2580.0,381.0,1149.0,372.0,5.0113,158600.0,<1H OCEAN +-120.42,34.87,18.0,2505.0,376.0,1162.0,382.0,4.8359,195700.0,<1H OCEAN +-120.43,34.87,21.0,2131.0,329.0,1094.0,353.0,4.6648,193000.0,<1H OCEAN +-120.43,34.87,26.0,1699.0,272.0,799.0,266.0,3.9871,157700.0,<1H OCEAN +-120.41,34.88,4.0,3680.0,559.0,1678.0,569.0,5.0639,201700.0,<1H OCEAN +-120.4,34.87,10.0,2197.0,329.0,1064.0,319.0,4.9766,199600.0,<1H OCEAN +-120.41,34.87,32.0,1997.0,317.0,866.0,281.0,5.062,158900.0,<1H OCEAN +-120.41,34.87,15.0,1534.0,251.0,761.0,240.0,4.9028,193600.0,<1H OCEAN +-120.42,34.95,52.0,1391.0,287.0,632.0,276.0,1.7431,131500.0,<1H OCEAN +-120.42,34.95,33.0,3404.0,711.0,1579.0,639.0,3.1078,146700.0,<1H OCEAN +-120.43,34.95,50.0,1966.0,413.0,985.0,403.0,2.3506,136100.0,<1H OCEAN +-120.43,34.95,43.0,2020.0,344.0,692.0,310.0,3.6815,181800.0,<1H OCEAN +-120.42,34.94,32.0,2844.0,551.0,1337.0,516.0,2.7188,133700.0,<1H OCEAN +-120.43,34.93,4.0,2866.0,648.0,1311.0,578.0,2.8649,186500.0,<1H OCEAN +-120.43,34.93,10.0,2980.0,585.0,1593.0,562.0,3.285,218300.0,<1H OCEAN +-120.43,34.98,21.0,2725.0,514.0,1466.0,488.0,3.6639,128600.0,<1H OCEAN +-120.43,34.97,28.0,1433.0,270.0,1001.0,278.0,4.0125,130100.0,<1H OCEAN +-120.42,34.96,20.0,1678.0,307.0,840.0,316.0,4.4342,160700.0,<1H OCEAN +-120.43,34.96,24.0,2739.0,414.0,1171.0,413.0,4.8155,162900.0,<1H OCEAN +-120.43,34.96,24.0,1799.0,470.0,1416.0,408.0,2.0673,136900.0,<1H OCEAN +-120.42,34.96,31.0,3518.0,608.0,1386.0,572.0,3.6212,151400.0,<1H OCEAN +-120.42,34.96,19.0,2298.0,511.0,1246.0,513.0,2.212,132000.0,<1H OCEAN +-120.43,34.96,19.0,2350.0,631.0,1291.0,515.0,1.0349,130800.0,<1H OCEAN +-120.42,34.97,18.0,1932.0,350.0,1071.0,346.0,4.125,139800.0,<1H OCEAN +-120.41,34.96,16.0,2299.0,403.0,1245.0,395.0,4.2125,148300.0,<1H OCEAN +-120.42,34.96,14.0,2069.0,343.0,1240.0,338.0,4.5066,149800.0,<1H OCEAN +-120.38,34.96,9.0,2813.0,492.0,1144.0,490.0,4.0431,226800.0,<1H OCEAN +-120.41,34.96,21.0,1774.0,263.0,724.0,237.0,4.65,152500.0,<1H OCEAN +-120.41,34.96,9.0,2712.0,428.0,1116.0,415.0,4.5536,190100.0,<1H OCEAN +-120.4,34.95,8.0,1885.0,286.0,835.0,290.0,5.0206,261000.0,<1H OCEAN +-120.47,34.98,6.0,5762.0,1115.0,2551.0,919.0,3.0723,137300.0,<1H OCEAN +-120.44,34.97,22.0,1619.0,360.0,1509.0,384.0,1.7941,110300.0,<1H OCEAN +-120.44,34.97,26.0,1705.0,344.0,1605.0,307.0,3.7589,113700.0,<1H OCEAN +-120.45,34.97,25.0,1920.0,380.0,1434.0,388.0,3.0368,129300.0,<1H OCEAN +-120.45,34.97,10.0,1897.0,354.0,1353.0,357.0,3.7679,131300.0,<1H OCEAN +-120.44,34.96,29.0,2374.0,562.0,1617.0,463.0,2.6531,108300.0,<1H OCEAN +-120.44,34.96,30.0,1685.0,315.0,1290.0,368.0,3.4722,112500.0,<1H OCEAN +-120.45,34.96,21.0,2121.0,445.0,2211.0,463.0,4.0603,117600.0,<1H OCEAN +-120.45,34.96,11.0,1299.0,280.0,1158.0,223.0,2.5556,129200.0,<1H OCEAN +-120.44,34.96,39.0,1228.0,379.0,851.0,341.0,1.899,113300.0,<1H OCEAN +-120.44,34.96,34.0,1248.0,284.0,986.0,272.0,2.9167,104200.0,<1H OCEAN +-120.45,34.96,26.0,1949.0,396.0,1575.0,377.0,2.875,121400.0,<1H OCEAN +-120.45,34.95,32.0,1574.0,447.0,1772.0,463.0,1.8625,90200.0,<1H OCEAN +-120.44,34.94,24.0,2481.0,476.0,1101.0,474.0,3.1576,147200.0,<1H OCEAN +-120.47,34.94,17.0,1368.0,308.0,642.0,303.0,1.8633,109400.0,<1H OCEAN +-120.44,34.93,15.0,868.0,244.0,1133.0,253.0,2.0995,87500.0,<1H OCEAN +-120.44,34.93,16.0,2098.0,558.0,1252.0,492.0,2.1509,67500.0,<1H OCEAN +-120.44,34.95,38.0,3004.0,794.0,2601.0,747.0,2.2743,106400.0,<1H OCEAN +-120.45,34.95,10.0,2207.0,644.0,2232.0,543.0,2.375,98500.0,<1H OCEAN +-120.44,34.94,29.0,1877.0,516.0,1634.0,492.0,1.6875,122700.0,<1H OCEAN +-120.45,34.95,7.0,1479.0,532.0,1057.0,459.0,2.2538,162500.0,<1H OCEAN +-120.45,34.94,26.0,1058.0,232.0,891.0,243.0,3.6422,120600.0,<1H OCEAN +-120.45,34.94,24.0,1702.0,447.0,1240.0,417.0,2.4091,115500.0,<1H OCEAN +-120.54,34.97,23.0,1353.0,345.0,1322.0,336.0,1.8185,97800.0,<1H OCEAN +-120.57,34.96,27.0,1401.0,294.0,1306.0,286.0,2.5809,83200.0,NEAR OCEAN +-120.57,34.96,38.0,1145.0,297.0,1107.0,296.0,2.1776,89100.0,NEAR OCEAN +-120.64,34.97,5.0,2090.0,469.0,1911.0,482.0,2.4318,86100.0,NEAR OCEAN +-120.6,34.91,44.0,711.0,140.0,384.0,116.0,2.1094,73800.0,NEAR OCEAN +-120.59,34.7,29.0,17738.0,3114.0,12427.0,2826.0,2.7377,28300.0,NEAR OCEAN +-120.48,34.7,26.0,3069.0,518.0,1524.0,539.0,4.3162,136400.0,NEAR OCEAN +-120.46,34.64,11.0,562.0,164.0,504.0,147.0,2.0161,118800.0,NEAR OCEAN +-120.46,34.65,22.0,1298.0,358.0,1272.0,363.0,1.6488,117500.0,NEAR OCEAN +-120.46,34.64,26.0,2364.0,604.0,1520.0,529.0,1.9444,129400.0,NEAR OCEAN +-120.47,34.64,8.0,2482.0,586.0,1427.0,540.0,3.071,120400.0,NEAR OCEAN +-120.47,34.65,31.0,1438.0,320.0,816.0,270.0,2.4583,128100.0,NEAR OCEAN +-120.46,34.64,16.0,686.0,217.0,614.0,200.0,0.8106,83300.0,NEAR OCEAN +-120.44,34.64,8.0,787.0,126.0,446.0,133.0,4.6023,163400.0,NEAR OCEAN +-120.45,34.64,30.0,2330.0,422.0,1255.0,449.0,3.8512,134600.0,NEAR OCEAN +-120.45,34.64,27.0,2696.0,622.0,1322.0,543.0,3.0352,135400.0,NEAR OCEAN +-120.45,34.64,40.0,1051.0,235.0,574.0,201.0,2.0865,111500.0,NEAR OCEAN +-120.46,34.65,10.0,2143.0,593.0,1167.0,548.0,2.0819,103300.0,NEAR OCEAN +-120.46,34.65,14.0,885.0,223.0,533.0,224.0,2.5966,109300.0,NEAR OCEAN +-120.47,34.65,32.0,2193.0,430.0,1074.0,377.0,2.3333,130200.0,NEAR OCEAN +-120.47,34.65,16.0,2549.0,428.0,1486.0,432.0,4.2875,150700.0,NEAR OCEAN +-120.45,34.65,27.0,2253.0,382.0,1197.0,384.0,3.3203,134700.0,NEAR OCEAN +-120.44,34.65,30.0,2265.0,512.0,1402.0,471.0,1.975,134000.0,NEAR OCEAN +-120.45,34.65,27.0,2215.0,578.0,1544.0,527.0,1.9257,135300.0,NEAR OCEAN +-120.45,34.65,21.0,1182.0,243.0,733.0,251.0,3.1442,131600.0,NEAR OCEAN +-120.45,34.65,25.0,980.0,276.0,896.0,245.0,2.0,87500.0,NEAR OCEAN +-120.46,34.63,48.0,1408.0,301.0,682.0,279.0,2.9271,146600.0,NEAR OCEAN +-120.46,34.64,37.0,1697.0,334.0,740.0,272.0,2.3804,148000.0,NEAR OCEAN +-120.47,34.64,16.0,1912.0,406.0,1009.0,417.0,3.4063,138000.0,NEAR OCEAN +-120.45,34.64,17.0,1226.0,277.0,484.0,224.0,3.2167,112500.0,NEAR OCEAN +-120.45,34.64,34.0,2571.0,499.0,1105.0,451.0,3.7778,150000.0,NEAR OCEAN +-120.45,34.63,32.0,1840.0,309.0,828.0,333.0,4.5486,172400.0,NEAR OCEAN +-120.44,34.66,22.0,3231.0,549.0,1739.0,581.0,4.5417,142400.0,NEAR OCEAN +-120.45,34.66,7.0,3329.0,504.0,1462.0,452.0,4.7875,198300.0,NEAR OCEAN +-120.46,34.66,5.0,2904.0,702.0,1302.0,618.0,3.0081,135200.0,NEAR OCEAN +-120.47,34.66,4.0,3376.0,525.0,1684.0,535.0,4.9237,166600.0,NEAR OCEAN +-120.39,34.52,40.0,2162.0,395.0,1010.0,332.0,2.5667,239300.0,NEAR OCEAN +-120.48,34.66,4.0,1897.0,331.0,915.0,336.0,4.1563,172600.0,NEAR OCEAN +-120.48,34.65,26.0,1933.0,316.0,1001.0,319.0,4.4628,134400.0,NEAR OCEAN +-120.45,34.63,25.0,2445.0,368.0,983.0,363.0,4.9286,180100.0,NEAR OCEAN +-120.47,34.63,23.0,2441.0,463.0,1392.0,434.0,3.7917,142200.0,NEAR OCEAN +-120.46,34.74,15.0,2185.0,386.0,827.0,336.0,5.3765,223100.0,NEAR OCEAN +-120.45,34.71,21.0,1868.0,268.0,522.0,255.0,6.4678,249300.0,NEAR OCEAN +-120.46,34.71,17.0,2830.0,430.0,1035.0,416.0,4.9292,207200.0,NEAR OCEAN +-120.47,34.7,24.0,2387.0,385.0,1051.0,382.0,4.4595,152700.0,NEAR OCEAN +-120.47,34.71,21.0,2535.0,383.0,1012.0,368.0,5.6177,183800.0,NEAR OCEAN +-120.37,34.69,18.0,1868.0,315.0,747.0,265.0,4.7946,290600.0,NEAR OCEAN +-120.43,34.7,26.0,2353.0,389.0,1420.0,389.0,3.87,125800.0,NEAR OCEAN +-120.43,34.69,33.0,2054.0,373.0,1067.0,358.0,3.6023,128300.0,NEAR OCEAN +-120.44,34.68,6.0,2187.0,277.0,697.0,273.0,6.2685,307400.0,NEAR OCEAN +-119.86,34.42,23.0,1450.0,642.0,1258.0,607.0,1.179,225000.0,NEAR OCEAN +-119.88,34.4,25.0,2741.0,623.0,2272.0,624.0,2.2647,216700.0,NEAR OCEAN +-119.85,34.4,14.0,2307.0,650.0,5723.0,615.0,2.1652,37500.0,NEAR OCEAN +-119.88,34.43,14.0,2472.0,685.0,1292.0,621.0,3.3026,229500.0,NEAR OCEAN +-119.88,34.43,16.0,1734.0,365.0,962.0,391.0,4.4777,282500.0,NEAR OCEAN +-119.88,34.43,16.0,2206.0,541.0,1227.0,554.0,3.75,223100.0,NEAR OCEAN +-119.88,34.42,22.0,2367.0,492.0,1333.0,488.0,3.6304,312200.0,NEAR OCEAN +-119.91,34.4,24.0,2001.0,365.0,1170.0,330.0,6.0992,268800.0,NEAR OCEAN +-119.83,34.45,24.0,2168.0,373.0,934.0,366.0,5.4197,280900.0,NEAR OCEAN +-119.84,34.44,28.0,977.0,162.0,537.0,159.0,4.2404,274300.0,NEAR OCEAN +-119.84,34.45,26.0,4424.0,616.0,1839.0,601.0,6.3654,331200.0,NEAR OCEAN +-119.85,34.44,28.0,1765.0,301.0,1173.0,297.0,6.0256,276800.0,NEAR OCEAN +-119.81,34.47,26.0,4382.0,618.0,1728.0,587.0,7.4734,432200.0,NEAR OCEAN +-119.81,34.46,22.0,3488.0,452.0,1479.0,458.0,7.1687,384400.0,NEAR OCEAN +-119.85,34.48,23.0,1915.0,277.0,724.0,267.0,6.2987,348200.0,NEAR OCEAN +-119.88,34.44,27.0,4724.0,793.0,2394.0,738.0,5.5954,261400.0,NEAR OCEAN +-119.89,34.44,25.0,2786.0,470.0,1669.0,462.0,5.5184,268300.0,NEAR OCEAN +-119.89,34.44,25.0,3160.0,507.0,1514.0,523.0,5.0767,271200.0,NEAR OCEAN +-119.92,34.44,17.0,2143.0,324.0,1073.0,330.0,6.0321,402600.0,NEAR OCEAN +-120.05,34.47,21.0,1241.0,248.0,746.0,211.0,3.8056,425000.0,NEAR OCEAN +-119.86,34.38,28.0,1062.0,309.0,1058.0,305.0,1.5071,316700.0,NEAR OCEAN +-119.86,34.41,24.0,1576.0,580.0,1630.0,531.0,1.24,325000.0,NEAR OCEAN +-119.86,34.38,26.0,1626.0,375.0,1580.0,359.0,2.1471,187500.0,NEAR OCEAN +-119.81,34.45,24.0,3678.0,567.0,1554.0,570.0,6.5173,334000.0,NEAR OCEAN +-119.81,34.44,23.0,3172.0,588.0,1467.0,559.0,4.6806,288900.0,NEAR OCEAN +-119.82,34.45,24.0,3592.0,533.0,1683.0,528.0,6.7247,333800.0,NEAR OCEAN +-119.83,34.44,26.0,1739.0,402.0,599.0,368.0,3.0875,198400.0,NEAR OCEAN +-119.82,34.44,22.0,2239.0,475.0,1016.0,434.0,4.875,295400.0,NEAR OCEAN +-119.81,34.44,14.0,961.0,305.0,662.0,286.0,3.2115,206300.0,NEAR OCEAN +-119.82,34.43,15.0,1482.0,345.0,669.0,379.0,3.0773,112500.0,NEAR OCEAN +-119.82,34.44,16.0,1414.0,463.0,793.0,439.0,3.6034,150000.0,NEAR OCEAN +-119.82,34.44,28.0,1992.0,531.0,1622.0,509.0,2.7689,228200.0,NEAR OCEAN +-119.83,34.44,35.0,796.0,281.0,567.0,257.0,2.1389,260000.0,NEAR OCEAN +-119.83,34.43,31.0,798.0,346.0,699.0,301.0,2.1417,205000.0,NEAR OCEAN +-119.77,34.43,22.0,2552.0,443.0,1066.0,424.0,5.1271,342500.0,NEAR OCEAN +-119.77,34.43,28.0,3318.0,441.0,1604.0,404.0,9.7821,500001.0,NEAR OCEAN +-119.79,34.4,20.0,3104.0,415.0,1061.0,380.0,9.6885,500001.0,NEAR OCEAN +-119.8,34.44,27.0,2674.0,419.0,1176.0,416.0,5.0294,280200.0,NEAR OCEAN +-119.8,34.43,27.0,3143.0,537.0,1760.0,570.0,4.6957,271500.0,NEAR OCEAN +-119.8,34.43,22.0,2845.0,500.0,1456.0,454.0,5.6604,276400.0,NEAR OCEAN +-119.79,34.44,25.0,1479.0,314.0,977.0,309.0,4.1797,271800.0,NEAR OCEAN +-119.78,34.44,28.0,2864.0,495.0,1364.0,482.0,4.835,353400.0,NEAR OCEAN +-119.79,34.43,26.0,3611.0,563.0,2089.0,540.0,5.1615,276200.0,NEAR OCEAN +-121.9,37.36,38.0,1141.0,333.0,1028.0,291.0,2.7333,182500.0,<1H OCEAN +-121.89,37.36,37.0,1525.0,363.0,1075.0,374.0,2.8971,186100.0,<1H OCEAN +-121.88,37.36,30.0,2453.0,573.0,1845.0,530.0,3.7396,210700.0,<1H OCEAN +-121.89,37.35,44.0,1668.0,380.0,1143.0,365.0,3.2083,181900.0,<1H OCEAN +-121.9,37.36,47.0,1007.0,245.0,581.0,240.0,2.9545,237500.0,<1H OCEAN +-121.9,37.35,52.0,1034.0,239.0,531.0,223.0,2.7411,227100.0,<1H OCEAN +-121.9,37.35,42.0,2082.0,626.0,1396.0,610.0,3.25,185300.0,<1H OCEAN +-121.9,37.34,50.0,1345.0,287.0,791.0,254.0,3.5966,245800.0,<1H OCEAN +-121.9,37.34,52.0,241.0,69.0,385.0,64.0,2.619,212500.0,<1H OCEAN +-121.92,37.34,35.0,357.0,120.0,377.0,99.0,3.0139,204200.0,<1H OCEAN +-121.92,37.34,42.0,2101.0,524.0,1212.0,526.0,3.6389,239200.0,<1H OCEAN +-121.92,37.34,52.0,2584.0,491.0,1087.0,433.0,4.4,391300.0,<1H OCEAN +-121.92,37.33,52.0,2009.0,338.0,841.0,338.0,5.5259,295800.0,<1H OCEAN +-121.92,37.33,52.0,2962.0,557.0,1215.0,506.0,4.7768,301100.0,<1H OCEAN +-121.93,37.33,44.0,1449.0,291.0,676.0,282.0,3.575,292200.0,<1H OCEAN +-121.93,37.33,44.0,2142.0,358.0,846.0,375.0,5.4273,421000.0,<1H OCEAN +-121.94,37.33,34.0,1809.0,317.0,863.0,302.0,4.3,330500.0,<1H OCEAN +-121.91,37.34,35.0,2189.0,607.0,1193.0,562.0,2.8042,240900.0,<1H OCEAN +-121.91,37.33,28.0,454.0,147.0,366.0,140.0,2.9853,187500.0,<1H OCEAN +-121.91,37.33,52.0,2562.0,410.0,973.0,398.0,4.8854,330600.0,<1H OCEAN +-121.92,37.33,52.0,2125.0,382.0,930.0,387.0,5.2831,299500.0,<1H OCEAN +-121.9,37.33,34.0,197.0,44.0,152.0,47.0,4.05,200000.0,<1H OCEAN +-121.91,37.33,52.0,2212.0,563.0,1195.0,532.0,2.894,209500.0,<1H OCEAN +-121.89,37.33,49.0,658.0,318.0,467.0,316.0,0.7068,200000.0,<1H OCEAN +-121.9,37.33,11.0,1283.0,390.0,718.0,345.0,4.226,166700.0,<1H OCEAN +-121.9,37.33,52.0,1009.0,231.0,929.0,210.0,2.5,162500.0,<1H OCEAN +-121.88,37.34,40.0,1547.0,625.0,1493.0,543.0,1.2887,212500.0,<1H OCEAN +-121.89,37.33,6.0,1495.0,552.0,1087.0,557.0,2.8798,225000.0,<1H OCEAN +-121.88,37.33,36.0,1904.0,689.0,3561.0,632.0,2.0972,187500.0,<1H OCEAN +-121.89,37.35,48.0,1562.0,439.0,1469.0,424.0,2.5673,177500.0,<1H OCEAN +-121.89,37.34,46.0,1197.0,416.0,898.0,370.0,2.1714,190600.0,<1H OCEAN +-121.89,37.34,20.0,1106.0,494.0,851.0,448.0,0.8894,350000.0,<1H OCEAN +-121.89,37.34,43.0,1423.0,467.0,1013.0,428.0,1.6708,204200.0,<1H OCEAN +-121.88,37.34,52.0,1390.0,365.0,921.0,352.0,2.1442,188900.0,<1H OCEAN +-121.88,37.36,42.0,2087.0,402.0,1342.0,423.0,4.2149,199000.0,<1H OCEAN +-121.88,37.35,49.0,1728.0,350.0,1146.0,391.0,3.5781,193000.0,<1H OCEAN +-121.89,37.35,47.0,2879.0,631.0,2229.0,606.0,3.2599,183100.0,<1H OCEAN +-121.89,37.35,43.0,1185.0,296.0,933.0,244.0,2.925,170800.0,<1H OCEAN +-121.89,37.35,44.0,2019.0,615.0,1243.0,518.0,2.0549,193800.0,<1H OCEAN +-121.88,37.35,43.0,1086.0,219.0,715.0,226.0,4.2381,193500.0,<1H OCEAN +-121.87,37.35,37.0,1566.0,375.0,1223.0,346.0,3.2793,174500.0,<1H OCEAN +-121.88,37.34,44.0,1267.0,353.0,1018.0,327.0,2.4196,194400.0,<1H OCEAN +-121.88,37.35,52.0,1704.0,418.0,1336.0,411.0,2.8167,183500.0,<1H OCEAN +-121.87,37.34,52.0,1170.0,215.0,604.0,207.0,2.6667,325900.0,<1H OCEAN +-121.87,37.34,52.0,1087.0,166.0,650.0,194.0,6.6345,309000.0,<1H OCEAN +-121.87,37.34,39.0,2479.0,541.0,1990.0,506.0,2.4306,289100.0,<1H OCEAN +-121.88,37.34,52.0,867.0,232.0,1264.0,227.0,2.6312,302900.0,<1H OCEAN +-121.87,37.35,27.0,3500.0,1036.0,3019.0,955.0,2.9222,153700.0,<1H OCEAN +-121.86,37.35,46.0,1448.0,330.0,1094.0,331.0,2.4968,174100.0,<1H OCEAN +-121.87,37.35,52.0,1557.0,424.0,1580.0,434.0,2.3277,183700.0,<1H OCEAN +-121.86,37.34,29.0,5274.0,1625.0,6234.0,1639.0,2.5947,177300.0,<1H OCEAN +-121.86,37.34,40.0,2277.0,508.0,1718.0,434.0,3.0089,185200.0,<1H OCEAN +-121.88,37.33,41.0,395.0,164.0,549.0,184.0,2.375,175000.0,<1H OCEAN +-121.88,37.33,35.0,3300.0,1154.0,3120.0,1075.0,1.473,213600.0,<1H OCEAN +-121.87,37.33,37.0,3137.0,685.0,2048.0,651.0,3.0156,270300.0,<1H OCEAN +-121.88,37.33,45.0,1192.0,371.0,1084.0,345.0,2.8594,205900.0,<1H OCEAN +-121.89,37.33,42.0,1279.0,358.0,1254.0,340.0,2.2583,192500.0,<1H OCEAN +-121.89,37.32,34.0,1014.0,246.0,952.0,215.0,2.8864,172500.0,<1H OCEAN +-121.88,37.32,30.0,1242.0,338.0,1438.0,325.0,2.6607,169300.0,<1H OCEAN +-121.88,37.32,40.0,1331.0,374.0,1276.0,389.0,2.7546,172500.0,<1H OCEAN +-121.89,37.32,43.0,1105.0,241.0,982.0,206.0,2.1149,184900.0,<1H OCEAN +-121.89,37.32,41.0,977.0,265.0,865.0,253.0,3.2317,184800.0,<1H OCEAN +-121.89,37.31,52.0,1994.0,404.0,1014.0,389.0,4.3882,223600.0,<1H OCEAN +-121.9,37.31,52.0,2125.0,431.0,1014.0,443.0,5.8186,281100.0,<1H OCEAN +-121.9,37.32,48.0,1274.0,313.0,971.0,291.0,3.7738,220600.0,<1H OCEAN +-121.91,37.32,42.0,1067.0,256.0,608.0,280.0,3.0096,180800.0,<1H OCEAN +-121.91,37.31,16.0,2962.0,898.0,1555.0,795.0,2.5804,216300.0,<1H OCEAN +-121.93,37.32,52.0,1460.0,492.0,1165.0,455.0,2.5833,167500.0,<1H OCEAN +-121.94,37.33,37.0,818.0,269.0,576.0,261.0,2.1902,250000.0,<1H OCEAN +-121.94,37.32,46.0,2451.0,472.0,1163.0,448.0,4.8519,225800.0,<1H OCEAN +-121.93,37.32,51.0,2711.0,728.0,1607.0,724.0,3.0,184700.0,<1H OCEAN +-121.92,37.32,39.0,836.0,254.0,704.0,272.0,3.5256,192600.0,<1H OCEAN +-121.92,37.32,31.0,1902.0,554.0,1485.0,494.0,2.4207,165600.0,<1H OCEAN +-121.92,37.32,28.0,2089.0,641.0,1666.0,587.0,2.3633,198400.0,<1H OCEAN +-121.93,37.32,50.0,1135.0,215.0,500.0,207.0,4.2614,211300.0,<1H OCEAN +-121.94,37.31,5.0,2364.0,578.0,1102.0,502.0,5.2642,246400.0,<1H OCEAN +-121.94,37.31,30.0,1680.0,312.0,858.0,310.0,4.0474,280500.0,<1H OCEAN +-121.94,37.3,26.0,4348.0,814.0,2347.0,810.0,4.7275,293000.0,<1H OCEAN +-121.93,37.3,16.0,1111.0,226.0,317.0,199.0,2.7153,233300.0,<1H OCEAN +-121.93,37.31,26.0,2182.0,704.0,1638.0,704.0,2.8981,229800.0,<1H OCEAN +-121.92,37.31,34.0,876.0,150.0,424.0,163.0,5.2769,241100.0,<1H OCEAN +-121.92,37.31,26.0,3242.0,780.0,2100.0,741.0,3.1107,247900.0,<1H OCEAN +-121.93,37.3,16.0,2111.0,485.0,1285.0,499.0,5.0477,292500.0,<1H OCEAN +-121.93,37.31,29.0,1377.0,430.0,969.0,399.0,2.6573,252800.0,<1H OCEAN +-121.92,37.31,13.0,6035.0,1551.0,2946.0,1481.0,4.0524,213900.0,<1H OCEAN +-121.93,37.3,14.0,6277.0,1742.0,3025.0,1630.0,4.0653,234200.0,<1H OCEAN +-121.92,37.3,36.0,2088.0,358.0,772.0,347.0,4.2762,310100.0,<1H OCEAN +-121.92,37.3,35.0,1335.0,296.0,635.0,296.0,3.6053,345800.0,<1H OCEAN +-121.91,37.31,28.0,3104.0,811.0,1488.0,754.0,3.6429,332600.0,<1H OCEAN +-121.91,37.31,46.0,3052.0,587.0,1373.0,590.0,4.7287,340000.0,<1H OCEAN +-121.9,37.3,39.0,3627.0,666.0,1531.0,635.0,4.537,345900.0,<1H OCEAN +-121.91,37.3,43.0,828.0,151.0,446.0,145.0,4.4375,327600.0,<1H OCEAN +-121.91,37.3,31.0,2095.0,427.0,829.0,405.0,3.6563,344700.0,<1H OCEAN +-121.91,37.3,31.0,616.0,131.0,185.0,107.0,3.625,265000.0,<1H OCEAN +-121.89,37.31,40.0,1844.0,340.0,719.0,305.0,3.3682,235200.0,<1H OCEAN +-121.88,37.31,28.0,3085.0,552.0,1277.0,512.0,4.5795,262800.0,<1H OCEAN +-121.89,37.3,47.0,1604.0,284.0,639.0,278.0,5.8415,283300.0,<1H OCEAN +-121.89,37.3,52.0,2071.0,362.0,825.0,364.0,4.2414,284800.0,<1H OCEAN +-121.89,37.31,47.0,2986.0,627.0,1399.0,613.0,3.7455,247400.0,<1H OCEAN +-121.9,37.3,52.0,1456.0,269.0,582.0,277.0,5.036,296600.0,<1H OCEAN +-121.9,37.3,52.0,1575.0,284.0,629.0,284.0,5.6437,312000.0,<1H OCEAN +-121.88,37.3,42.0,1867.0,398.0,927.0,389.0,4.325,247000.0,<1H OCEAN +-121.88,37.29,44.0,2026.0,396.0,908.0,383.0,4.1406,274100.0,<1H OCEAN +-121.89,37.3,47.0,2355.0,426.0,961.0,428.0,5.3955,282300.0,<1H OCEAN +-121.89,37.3,46.0,2639.0,448.0,938.0,424.0,5.0662,331600.0,<1H OCEAN +-121.89,37.29,38.0,1568.0,351.0,710.0,339.0,2.7042,286600.0,<1H OCEAN +-121.9,37.29,26.0,1797.0,244.0,626.0,244.0,7.8575,424600.0,<1H OCEAN +-121.9,37.29,36.0,1389.0,225.0,623.0,223.0,6.6331,283300.0,<1H OCEAN +-121.92,37.29,34.0,943.0,135.0,378.0,139.0,5.1765,344600.0,<1H OCEAN +-121.91,37.29,36.0,945.0,149.0,371.0,158.0,5.6266,320500.0,<1H OCEAN +-121.92,37.29,35.0,2189.0,307.0,800.0,320.0,7.6659,426900.0,<1H OCEAN +-121.91,37.29,18.0,3597.0,664.0,1321.0,593.0,5.3077,351400.0,<1H OCEAN +-121.93,37.29,36.0,2241.0,437.0,989.0,442.0,3.9625,288200.0,<1H OCEAN +-121.92,37.29,32.0,1260.0,199.0,560.0,207.0,6.5858,346700.0,<1H OCEAN +-121.93,37.28,34.0,2422.0,370.0,1010.0,395.0,5.6494,376200.0,<1H OCEAN +-121.93,37.28,10.0,3163.0,832.0,1537.0,797.0,4.1674,214000.0,<1H OCEAN +-121.94,37.28,18.0,4356.0,1334.0,1968.0,1245.0,3.6294,240000.0,<1H OCEAN +-121.94,37.28,27.0,2859.0,464.0,1144.0,430.0,5.0822,327500.0,<1H OCEAN +-121.93,37.27,30.0,2862.0,544.0,1387.0,542.0,5.1104,278100.0,<1H OCEAN +-121.94,37.27,23.0,1932.0,552.0,997.0,482.0,3.662,211900.0,<1H OCEAN +-121.94,37.27,39.0,1030.0,191.0,537.0,175.0,3.9265,236900.0,<1H OCEAN +-121.94,37.26,43.0,2104.0,388.0,1137.0,403.0,4.9236,238000.0,<1H OCEAN +-121.94,37.26,21.0,3843.0,716.0,1850.0,705.0,4.6758,264200.0,<1H OCEAN +-121.95,37.26,10.0,3611.0,803.0,1599.0,716.0,5.2,248700.0,<1H OCEAN +-121.95,37.26,34.0,1482.0,255.0,584.0,246.0,5.5121,264700.0,<1H OCEAN +-121.94,37.25,16.0,3942.0,749.0,1894.0,737.0,5.2894,332800.0,<1H OCEAN +-121.93,37.26,39.0,1103.0,175.0,446.0,163.0,2.8125,291300.0,<1H OCEAN +-121.92,37.26,33.0,1306.0,259.0,762.0,237.0,4.5208,230700.0,<1H OCEAN +-121.92,37.25,36.0,3874.0,656.0,1826.0,639.0,4.9662,258500.0,<1H OCEAN +-121.91,37.25,31.0,1944.0,343.0,975.0,334.0,4.9205,240500.0,<1H OCEAN +-121.92,37.28,27.0,3028.0,486.0,1284.0,498.0,4.5833,308800.0,<1H OCEAN +-121.92,37.27,33.0,3280.0,569.0,1583.0,559.0,4.5625,253500.0,<1H OCEAN +-121.93,37.27,35.0,1855.0,345.0,985.0,329.0,6.0196,255100.0,<1H OCEAN +-121.93,37.27,28.0,3428.0,753.0,1753.0,729.0,4.1033,281000.0,<1H OCEAN +-121.92,37.28,26.0,6201.0,783.0,2381.0,819.0,7.9819,397000.0,<1H OCEAN +-121.92,37.27,29.0,5536.0,862.0,2651.0,881.0,5.6358,282100.0,<1H OCEAN +-121.91,37.27,30.0,4412.0,862.0,2168.0,772.0,5.0062,232000.0,<1H OCEAN +-121.91,37.28,29.0,5650.0,817.0,2098.0,813.0,6.4285,337300.0,<1H OCEAN +-121.9,37.28,26.0,3756.0,,1408.0,535.0,5.6427,320000.0,<1H OCEAN +-121.9,37.27,33.0,3410.0,583.0,1739.0,588.0,5.0714,255600.0,<1H OCEAN +-121.9,37.25,28.0,2714.0,502.0,1389.0,490.0,5.7385,240400.0,<1H OCEAN +-121.9,37.25,20.0,5483.0,1079.0,2892.0,1057.0,4.6845,250000.0,<1H OCEAN +-121.9,37.27,28.0,4538.0,685.0,1996.0,667.0,5.4609,263600.0,<1H OCEAN +-121.9,37.26,20.0,4447.0,661.0,2062.0,660.0,6.8088,283300.0,<1H OCEAN +-121.91,37.26,25.0,4258.0,719.0,2290.0,743.0,5.1461,267200.0,<1H OCEAN +-121.91,37.26,32.0,3776.0,620.0,1790.0,612.0,5.4675,261100.0,<1H OCEAN +-121.91,37.26,32.0,3983.0,876.0,1989.0,794.0,3.5625,255200.0,<1H OCEAN +-121.89,37.25,23.0,2705.0,449.0,1180.0,442.0,6.0791,316500.0,<1H OCEAN +-121.89,37.26,26.0,1864.0,331.0,956.0,325.0,5.5,231700.0,<1H OCEAN +-121.88,37.26,25.0,3025.0,689.0,1755.0,661.0,3.8893,218600.0,<1H OCEAN +-121.88,37.26,13.0,1893.0,487.0,1018.0,464.0,3.8047,204700.0,<1H OCEAN +-121.88,37.26,13.0,1676.0,471.0,710.0,406.0,3.8936,225900.0,<1H OCEAN +-121.88,37.25,24.0,968.0,240.0,631.0,250.0,2.8636,240300.0,<1H OCEAN +-121.89,37.25,21.0,2080.0,352.0,1040.0,325.0,5.2887,264500.0,<1H OCEAN +-121.89,37.25,26.0,1741.0,323.0,1007.0,339.0,4.7069,234800.0,<1H OCEAN +-121.89,37.29,36.0,2959.0,529.0,1125.0,520.0,4.2614,268800.0,<1H OCEAN +-121.89,37.28,35.0,2418.0,375.0,988.0,374.0,6.0936,365400.0,<1H OCEAN +-121.9,37.28,34.0,4613.0,749.0,2050.0,725.0,5.3922,302900.0,<1H OCEAN +-121.88,37.28,33.0,2951.0,529.0,1288.0,521.0,4.1554,313100.0,<1H OCEAN +-121.89,37.28,32.0,4308.0,717.0,2002.0,695.0,4.1645,281900.0,<1H OCEAN +-121.88,37.27,27.0,2019.0,335.0,1020.0,351.0,5.8178,267400.0,<1H OCEAN +-121.88,37.27,24.0,4567.0,688.0,2102.0,695.0,5.6895,289000.0,<1H OCEAN +-121.89,37.26,25.0,3319.0,531.0,1560.0,502.0,5.8479,263300.0,<1H OCEAN +-121.89,37.27,28.0,1481.0,256.0,688.0,221.0,5.2088,240900.0,<1H OCEAN +-121.87,37.32,39.0,1839.0,471.0,1528.0,456.0,2.6818,184900.0,<1H OCEAN +-121.87,37.32,36.0,1471.0,360.0,1182.0,326.0,2.7031,175800.0,<1H OCEAN +-121.88,37.32,38.0,1787.0,508.0,2113.0,530.0,2.6386,177600.0,<1H OCEAN +-121.88,37.32,45.0,2213.0,564.0,1920.0,514.0,3.2806,164200.0,<1H OCEAN +-121.86,37.31,24.0,1939.0,652.0,1808.0,625.0,2.2259,112500.0,<1H OCEAN +-121.87,37.3,28.0,859.0,199.0,455.0,211.0,2.3293,215900.0,<1H OCEAN +-121.87,37.31,6.0,3797.0,984.0,2437.0,904.0,3.6802,152400.0,<1H OCEAN +-121.87,37.3,14.0,360.0,124.0,134.0,84.0,2.7411,112500.0,<1H OCEAN +-121.88,37.3,16.0,2692.0,749.0,1674.0,681.0,2.6763,191100.0,<1H OCEAN +-121.86,37.32,13.0,2519.0,581.0,2094.0,530.0,4.3621,173400.0,<1H OCEAN +-121.85,37.33,19.0,2228.0,559.0,2845.0,551.0,2.6,172800.0,<1H OCEAN +-121.84,37.32,14.0,5762.0,1538.0,3979.0,1389.0,3.6953,192600.0,<1H OCEAN +-121.85,37.33,16.0,2987.0,874.0,4241.0,841.0,2.8024,127900.0,<1H OCEAN +-121.85,37.33,19.0,735.0,158.0,597.0,134.0,4.5208,188100.0,<1H OCEAN +-121.84,37.32,22.0,3015.0,581.0,2491.0,530.0,4.3419,176300.0,<1H OCEAN +-121.84,37.32,16.0,1866.0,364.0,1835.0,412.0,5.3363,212800.0,<1H OCEAN +-121.87,37.29,18.0,1892.0,568.0,974.0,553.0,2.3715,228000.0,<1H OCEAN +-121.87,37.28,21.0,3305.0,749.0,2459.0,701.0,3.9688,249600.0,<1H OCEAN +-121.86,37.29,14.0,6160.0,1222.0,2472.0,1204.0,4.1444,178400.0,<1H OCEAN +-121.85,37.28,17.0,4208.0,954.0,1476.0,904.0,2.3971,87500.0,<1H OCEAN +-121.83,37.3,16.0,5684.0,1386.0,4203.0,1318.0,3.1964,185800.0,<1H OCEAN +-121.85,37.3,19.0,6275.0,1546.0,4312.0,1466.0,2.7768,178600.0,<1H OCEAN +-121.84,37.29,24.0,3403.0,656.0,2829.0,612.0,4.775,191900.0,<1H OCEAN +-121.84,37.29,4.0,2937.0,648.0,1780.0,665.0,4.3851,160400.0,<1H OCEAN +-121.84,37.28,18.0,2749.0,633.0,1779.0,561.0,3.925,166100.0,<1H OCEAN +-121.83,37.31,19.0,11181.0,1895.0,7817.0,1853.0,5.6058,232700.0,<1H OCEAN +-121.83,37.3,17.0,1299.0,211.0,825.0,217.0,4.5,235800.0,<1H OCEAN +-121.81,37.29,15.0,5957.0,1037.0,3838.0,997.0,6.2907,253100.0,<1H OCEAN +-121.81,37.28,17.0,2277.0,428.0,1887.0,422.0,5.7078,217000.0,<1H OCEAN +-121.82,37.28,33.0,2873.0,489.0,1946.0,475.0,5.0709,176400.0,<1H OCEAN +-121.83,37.29,10.0,1828.0,453.0,1356.0,409.0,4.5943,123500.0,<1H OCEAN +-121.83,37.29,20.0,1649.0,408.0,1729.0,362.0,3.3833,115200.0,<1H OCEAN +-121.83,37.28,33.0,1115.0,250.0,1168.0,261.0,3.9009,178600.0,<1H OCEAN +-121.83,37.28,19.0,2644.0,833.0,2317.0,780.0,3.1042,183100.0,<1H OCEAN +-121.82,37.28,31.0,1340.0,235.0,1336.0,270.0,4.2361,179500.0,<1H OCEAN +-121.83,37.29,20.0,2308.0,461.0,2223.0,456.0,4.2589,191000.0,<1H OCEAN +-121.82,37.29,16.0,2085.0,394.0,1705.0,391.0,5.0225,222800.0,<1H OCEAN +-121.83,37.32,17.0,1887.0,664.0,1906.0,597.0,2.5652,165300.0,<1H OCEAN +-121.82,37.31,22.0,2044.0,402.0,1925.0,429.0,3.7102,177500.0,<1H OCEAN +-121.82,37.31,15.0,1504.0,294.0,1267.0,291.0,5.5145,219400.0,<1H OCEAN +-121.81,37.31,14.0,2731.0,578.0,1109.0,551.0,3.1382,139700.0,<1H OCEAN +-121.81,37.31,15.0,1898.0,395.0,1527.0,381.0,4.4792,212500.0,<1H OCEAN +-121.81,37.32,26.0,2528.0,511.0,2677.0,512.0,4.1165,164900.0,<1H OCEAN +-121.82,37.32,10.0,2506.0,623.0,2634.0,622.0,3.135,231400.0,<1H OCEAN +-121.82,37.33,23.0,3279.0,647.0,2582.0,630.0,4.3782,175800.0,<1H OCEAN +-121.83,37.32,26.0,1125.0,210.0,943.0,214.0,4.825,181000.0,<1H OCEAN +-121.81,37.33,4.0,5532.0,778.0,3651.0,770.0,7.2982,343000.0,<1H OCEAN +-121.8,37.34,25.0,1642.0,297.0,1146.0,279.0,5.2088,231400.0,<1H OCEAN +-121.8,37.34,20.0,2686.0,414.0,1507.0,405.0,5.8068,263900.0,<1H OCEAN +-121.79,37.34,20.0,2018.0,328.0,1196.0,323.0,4.9318,262400.0,<1H OCEAN +-121.8,37.35,15.0,2781.0,498.0,1389.0,475.0,5.614,223300.0,<1H OCEAN +-121.78,37.34,21.0,1959.0,292.0,891.0,300.0,7.375,338400.0,<1H OCEAN +-121.75,37.35,18.0,1947.0,250.0,605.0,184.0,8.1871,500001.0,<1H OCEAN +-121.77,37.33,8.0,3088.0,474.0,1799.0,456.0,7.2707,355300.0,<1H OCEAN +-121.77,37.33,9.0,3160.0,468.0,1675.0,470.0,7.5443,348400.0,<1H OCEAN +-121.78,37.34,11.0,3195.0,410.0,1774.0,418.0,7.0671,378200.0,<1H OCEAN +-121.79,37.33,13.0,2978.0,505.0,1794.0,485.0,6.6813,277800.0,<1H OCEAN +-121.79,37.33,18.0,3611.0,614.0,2381.0,642.0,5.6345,231000.0,<1H OCEAN +-121.79,37.33,10.0,3283.0,550.0,2491.0,522.0,6.6633,283700.0,<1H OCEAN +-121.78,37.33,10.0,2829.0,394.0,1510.0,386.0,6.68,359500.0,<1H OCEAN +-121.8,37.32,20.0,2473.0,476.0,2228.0,501.0,5.6817,224200.0,<1H OCEAN +-121.8,37.32,23.0,1829.0,346.0,1277.0,324.0,4.8092,217400.0,<1H OCEAN +-121.8,37.32,14.0,4412.0,924.0,2698.0,891.0,4.7027,227600.0,<1H OCEAN +-121.79,37.32,6.0,2850.0,561.0,2160.0,581.0,5.5336,241900.0,<1H OCEAN +-121.79,37.32,20.0,3034.0,451.0,1669.0,430.0,6.2742,241300.0,<1H OCEAN +-121.76,37.33,5.0,4153.0,719.0,2435.0,697.0,5.6306,286200.0,<1H OCEAN +-121.81,37.3,14.0,1870.0,348.0,1214.0,347.0,4.9769,186500.0,<1H OCEAN +-121.81,37.31,15.0,1794.0,366.0,1533.0,371.0,5.7843,209900.0,<1H OCEAN +-121.8,37.31,15.0,1807.0,378.0,1277.0,341.0,4.5045,164500.0,<1H OCEAN +-121.8,37.3,16.0,906.0,149.0,605.0,148.0,4.8173,235600.0,<1H OCEAN +-121.81,37.3,15.0,1929.0,345.0,1683.0,347.0,5.5248,235600.0,<1H OCEAN +-121.8,37.31,21.0,2630.0,446.0,1789.0,389.0,5.0543,232000.0,<1H OCEAN +-121.79,37.31,22.0,2199.0,361.0,1270.0,386.0,5.1149,235700.0,<1H OCEAN +-121.78,37.31,25.0,2093.0,297.0,983.0,338.0,6.4664,271500.0,<1H OCEAN +-121.79,37.3,10.0,5469.0,950.0,3083.0,906.0,5.9399,241900.0,<1H OCEAN +-121.76,37.28,17.0,660.0,129.0,431.0,123.0,4.9097,241000.0,<1H OCEAN +-121.74,37.3,12.0,1961.0,280.0,985.0,269.0,6.7159,362700.0,<1H OCEAN +-121.78,37.31,7.0,1973.0,328.0,1047.0,303.0,6.234,292200.0,<1H OCEAN +-121.77,37.31,16.0,1649.0,228.0,769.0,230.0,6.6455,302600.0,<1H OCEAN +-121.76,37.29,15.0,2267.0,348.0,1150.0,327.0,7.1267,277900.0,<1H OCEAN +-121.76,37.3,6.0,3526.0,559.0,1378.0,491.0,6.1463,335500.0,<1H OCEAN +-121.75,37.3,23.0,1801.0,415.0,548.0,393.0,2.5052,133700.0,<1H OCEAN +-121.74,37.29,6.0,7292.0,1295.0,2468.0,1262.0,5.6411,294700.0,<1H OCEAN +-121.75,37.29,15.0,1486.0,310.0,455.0,296.0,4.3365,221000.0,<1H OCEAN +-121.84,37.34,33.0,1019.0,191.0,938.0,215.0,4.0929,165000.0,<1H OCEAN +-121.84,37.33,28.0,1535.0,330.0,1937.0,317.0,4.1146,160100.0,<1H OCEAN +-121.84,37.33,26.0,1934.0,408.0,2059.0,416.0,3.6765,163600.0,<1H OCEAN +-121.83,37.32,21.0,4559.0,1163.0,5124.0,1124.0,3.2052,179000.0,<1H OCEAN +-121.82,37.35,24.0,2298.0,575.0,2409.0,569.0,3.4509,182400.0,<1H OCEAN +-121.82,37.34,23.0,7609.0,1446.0,6034.0,1414.0,4.8424,195300.0,<1H OCEAN +-121.81,37.35,28.0,3477.0,671.0,2990.0,648.0,4.4671,172600.0,<1H OCEAN +-121.81,37.35,29.0,2396.0,452.0,2000.0,481.0,4.375,185500.0,<1H OCEAN +-121.8,37.35,27.0,2358.0,415.0,1562.0,383.0,5.2297,192800.0,<1H OCEAN +-121.8,37.35,17.0,2529.0,423.0,1756.0,429.0,5.1017,240700.0,<1H OCEAN +-121.84,37.34,27.0,2512.0,526.0,3033.0,526.0,4.25,162900.0,<1H OCEAN +-121.83,37.33,27.0,3127.0,610.0,3257.0,604.0,4.6333,173600.0,<1H OCEAN +-121.83,37.34,21.0,6404.0,1232.0,6047.0,1235.0,4.2098,193400.0,<1H OCEAN +-121.83,37.34,26.0,1848.0,339.0,1952.0,327.0,4.087,182500.0,<1H OCEAN +-121.87,37.36,34.0,938.0,242.0,769.0,226.0,3.5625,194500.0,<1H OCEAN +-121.86,37.35,35.0,2391.0,605.0,1886.0,595.0,2.5551,182100.0,<1H OCEAN +-121.86,37.35,43.0,1536.0,371.0,1256.0,357.0,2.8,153300.0,<1H OCEAN +-121.85,37.34,27.0,1481.0,409.0,1505.0,391.0,2.5769,137500.0,<1H OCEAN +-121.84,37.35,22.0,2914.0,768.0,2962.0,762.0,2.2031,164000.0,<1H OCEAN +-121.85,37.35,29.0,3515.0,807.0,3572.0,776.0,2.7562,160100.0,<1H OCEAN +-121.84,37.35,20.0,3375.0,867.0,4610.0,860.0,2.6894,182200.0,<1H OCEAN +-121.86,37.37,15.0,8162.0,2124.0,8793.0,2086.0,3.3306,210300.0,<1H OCEAN +-121.84,37.37,15.0,3315.0,1042.0,2749.0,1059.0,2.3199,140100.0,<1H OCEAN +-121.85,37.36,15.0,3148.0,1116.0,3556.0,1037.0,3.0466,159600.0,<1H OCEAN +-121.85,37.36,18.0,1525.0,485.0,1705.0,448.0,3.7198,128600.0,<1H OCEAN +-121.85,37.36,11.0,2109.0,592.0,2744.0,607.0,4.0452,205900.0,<1H OCEAN +-121.86,37.36,31.0,1602.0,358.0,1179.0,354.0,4.4896,156800.0,<1H OCEAN +-121.84,37.38,34.0,762.0,182.0,611.0,193.0,3.5625,201800.0,<1H OCEAN +-121.85,37.38,12.0,12980.0,2568.0,8190.0,2515.0,5.2415,286500.0,<1H OCEAN +-121.84,37.39,31.0,5524.0,914.0,2848.0,879.0,5.5592,229900.0,<1H OCEAN +-121.83,37.38,15.0,4430.0,992.0,3278.0,1018.0,4.5533,209900.0,<1H OCEAN +-121.84,37.38,33.0,835.0,181.0,781.0,169.0,5.1082,195800.0,<1H OCEAN +-121.83,37.38,31.0,3633.0,843.0,2677.0,797.0,3.2222,184800.0,<1H OCEAN +-121.83,37.37,43.0,821.0,149.0,370.0,135.0,4.25,209100.0,<1H OCEAN +-121.83,37.37,43.0,1461.0,284.0,800.0,258.0,3.2279,182400.0,<1H OCEAN +-121.84,37.37,42.0,1237.0,232.0,900.0,241.0,3.8571,187500.0,<1H OCEAN +-121.84,37.37,28.0,1579.0,339.0,1252.0,353.0,4.1615,214800.0,<1H OCEAN +-121.82,37.37,40.0,802.0,149.0,445.0,143.0,4.0446,196300.0,<1H OCEAN +-121.83,37.36,29.0,4045.0,885.0,3036.0,845.0,3.1982,171700.0,<1H OCEAN +-121.83,37.36,22.0,3936.0,860.0,3508.0,877.0,4.2312,183800.0,<1H OCEAN +-121.83,37.35,31.0,2914.0,715.0,3547.0,645.0,3.7143,178600.0,<1H OCEAN +-121.82,37.37,41.0,1558.0,281.0,970.0,304.0,4.4167,215200.0,<1H OCEAN +-121.81,37.37,26.0,2987.0,539.0,1931.0,518.0,5.1099,213100.0,<1H OCEAN +-121.82,37.36,33.0,1624.0,337.0,1412.0,323.0,4.0385,167600.0,<1H OCEAN +-121.82,37.36,34.0,1834.0,377.0,1450.0,347.0,3.7188,161500.0,<1H OCEAN +-121.82,37.37,42.0,2913.0,577.0,1873.0,580.0,3.7214,167900.0,<1H OCEAN +-121.81,37.39,34.0,2218.0,286.0,827.0,299.0,7.4559,456500.0,<1H OCEAN +-121.82,37.39,37.0,4137.0,636.0,1569.0,578.0,6.1008,286200.0,<1H OCEAN +-121.82,37.38,32.0,3747.0,665.0,1687.0,649.0,5.4949,330800.0,<1H OCEAN +-121.81,37.38,29.0,570.0,76.0,244.0,72.0,12.3292,416700.0,<1H OCEAN +-121.82,37.38,32.0,1650.0,246.0,768.0,263.0,6.8462,320900.0,<1H OCEAN +-121.81,37.37,24.0,962.0,146.0,492.0,155.0,7.2861,328000.0,<1H OCEAN +-121.79,37.38,22.0,3650.0,527.0,1637.0,520.0,5.3774,325600.0,<1H OCEAN +-121.81,37.36,20.0,3189.0,420.0,1234.0,389.0,7.5813,374100.0,<1H OCEAN +-121.87,37.39,9.0,2522.0,547.0,1591.0,481.0,4.9091,259700.0,<1H OCEAN +-121.87,37.39,16.0,2655.0,487.0,1862.0,448.0,6.057,246800.0,<1H OCEAN +-121.87,37.38,16.0,1050.0,245.0,722.0,228.0,4.5187,163500.0,<1H OCEAN +-121.87,37.38,16.0,3275.0,529.0,1863.0,527.0,5.5429,269100.0,<1H OCEAN +-121.88,37.39,13.0,3334.0,565.0,2240.0,561.0,7.105,273900.0,<1H OCEAN +-121.87,37.41,17.0,3719.0,588.0,2089.0,561.0,6.7867,273700.0,<1H OCEAN +-121.87,37.4,16.0,1767.0,268.0,1061.0,280.0,6.9584,351600.0,<1H OCEAN +-121.86,37.4,19.0,4043.0,764.0,2196.0,708.0,6.1504,268400.0,<1H OCEAN +-121.87,37.39,16.0,1334.0,389.0,1103.0,415.0,3.7153,229800.0,<1H OCEAN +-121.86,37.39,17.0,1777.0,328.0,1235.0,329.0,5.4225,258100.0,<1H OCEAN +-121.85,37.39,15.0,8748.0,1547.0,4784.0,1524.0,5.8322,276600.0,<1H OCEAN +-121.82,37.42,13.0,3752.0,572.0,1581.0,526.0,6.1091,329400.0,<1H OCEAN +-121.81,37.41,25.0,2496.0,351.0,1034.0,367.0,7.0544,320700.0,<1H OCEAN +-121.84,37.4,25.0,1866.0,271.0,840.0,275.0,6.8677,288500.0,<1H OCEAN +-121.83,37.4,27.0,1145.0,150.0,492.0,160.0,5.716,348300.0,<1H OCEAN +-121.9,37.4,16.0,2998.0,603.0,1606.0,615.0,3.7622,150000.0,<1H OCEAN +-121.9,37.39,42.0,42.0,14.0,26.0,14.0,1.7361,500001.0,<1H OCEAN +-121.9,37.37,20.0,78.0,72.0,120.0,69.0,1.0938,187500.0,<1H OCEAN +-121.88,37.37,14.0,6016.0,1404.0,3258.0,1316.0,3.5745,333700.0,<1H OCEAN +-121.87,37.38,14.0,3851.0,534.0,2052.0,478.0,7.0735,335600.0,<1H OCEAN +-121.86,37.38,15.0,2052.0,405.0,1380.0,409.0,5.8686,181100.0,<1H OCEAN +-121.89,37.39,2.0,1136.0,365.0,535.0,257.0,4.375,425000.0,<1H OCEAN +-121.88,37.4,9.0,6751.0,,4240.0,1438.0,5.34,257400.0,<1H OCEAN +-121.89,37.38,3.0,4778.0,1047.0,2522.0,990.0,5.7695,271400.0,<1H OCEAN +-121.88,37.37,3.0,4430.0,841.0,2559.0,801.0,6.0959,272700.0,<1H OCEAN +-121.86,37.4,16.0,2391.0,369.0,1419.0,373.0,5.8721,267800.0,<1H OCEAN +-121.86,37.4,21.0,1386.0,260.0,946.0,257.0,6.5226,258500.0,<1H OCEAN +-121.85,37.41,25.0,1837.0,278.0,1006.0,271.0,6.6842,265300.0,<1H OCEAN +-121.85,37.4,23.0,1793.0,319.0,1145.0,310.0,5.5968,243200.0,<1H OCEAN +-121.86,37.41,16.0,2938.0,589.0,1718.0,568.0,5.5073,178900.0,<1H OCEAN +-121.85,37.41,17.0,2156.0,435.0,1400.0,393.0,5.6096,199100.0,<1H OCEAN +-121.86,37.41,16.0,1603.0,287.0,1080.0,296.0,6.1256,266900.0,<1H OCEAN +-121.86,37.41,16.0,1489.0,262.0,945.0,263.0,7.3861,267000.0,<1H OCEAN +-121.86,37.41,16.0,2411.0,420.0,1671.0,442.0,6.5004,263600.0,<1H OCEAN +-121.9,37.44,12.0,4228.0,734.0,2594.0,732.0,6.6086,299400.0,<1H OCEAN +-121.9,37.44,4.0,1646.0,408.0,853.0,410.0,5.0821,265500.0,<1H OCEAN +-121.9,37.44,9.0,957.0,139.0,532.0,142.0,8.6675,441000.0,<1H OCEAN +-121.89,37.44,8.0,2534.0,,1527.0,364.0,7.8532,422800.0,<1H OCEAN +-121.88,37.43,17.0,3469.0,896.0,2762.0,808.0,3.3884,245800.0,<1H OCEAN +-121.88,37.43,31.0,2573.0,474.0,1898.0,475.0,5.6651,204100.0,<1H OCEAN +-121.87,37.43,22.0,3805.0,596.0,2118.0,621.0,6.2892,254200.0,<1H OCEAN +-121.85,37.44,8.0,426.0,61.0,241.0,55.0,7.309,367900.0,<1H OCEAN +-121.87,37.42,19.0,12128.0,2112.0,6810.0,2040.0,6.4419,264500.0,<1H OCEAN +-121.87,37.41,24.0,3308.0,548.0,1891.0,544.0,5.6683,248700.0,<1H OCEAN +-121.88,37.41,23.0,3224.0,652.0,2183.0,655.0,4.3807,226900.0,<1H OCEAN +-121.86,37.42,20.0,5032.0,808.0,2695.0,801.0,6.6227,264800.0,<1H OCEAN +-121.87,37.42,25.0,4430.0,729.0,2685.0,721.0,5.6965,261100.0,<1H OCEAN +-121.88,37.44,17.0,1621.0,299.0,1028.0,293.0,5.2722,186900.0,<1H OCEAN +-121.88,37.44,20.0,1351.0,372.0,1427.0,394.0,4.4712,144000.0,<1H OCEAN +-121.88,37.44,26.0,1471.0,348.0,1089.0,320.0,5.3057,226400.0,<1H OCEAN +-121.88,37.44,23.0,1310.0,267.0,910.0,261.0,5.3994,237900.0,<1H OCEAN +-121.89,37.46,5.0,1519.0,186.0,705.0,186.0,10.3798,500001.0,<1H OCEAN +-121.88,37.46,5.0,1819.0,245.0,802.0,228.0,10.9722,500001.0,<1H OCEAN +-121.89,37.45,15.0,2428.0,513.0,1687.0,519.0,4.75,254400.0,<1H OCEAN +-121.88,37.44,14.0,2073.0,343.0,1107.0,330.0,6.7093,311200.0,<1H OCEAN +-121.87,37.46,43.0,91.0,12.0,58.0,16.0,15.0001,500001.0,<1H OCEAN +-121.9,37.46,29.0,2385.0,513.0,1788.0,510.0,3.8421,220700.0,<1H OCEAN +-121.91,37.46,26.0,2762.0,496.0,1716.0,459.0,5.6062,226800.0,<1H OCEAN +-121.9,37.45,18.0,4900.0,814.0,2984.0,758.0,6.6176,276200.0,<1H OCEAN +-121.9,37.45,16.0,2952.0,446.0,1525.0,460.0,5.6063,320500.0,<1H OCEAN +-121.91,37.42,19.0,1684.0,387.0,1224.0,376.0,4.1389,174100.0,<1H OCEAN +-121.9,37.41,24.0,4759.0,921.0,3188.0,902.0,5.6344,228700.0,<1H OCEAN +-121.89,37.42,26.0,40.0,8.0,52.0,7.0,7.7197,225000.0,<1H OCEAN +-121.92,37.45,10.0,3937.0,1054.0,2032.0,1002.0,3.2617,252200.0,<1H OCEAN +-121.91,37.44,26.0,1669.0,276.0,951.0,278.0,4.7794,225800.0,<1H OCEAN +-121.91,37.44,19.0,2174.0,484.0,1645.0,484.0,5.0362,255100.0,<1H OCEAN +-121.91,37.44,24.0,1212.0,251.0,799.0,242.0,5.0808,212500.0,<1H OCEAN +-121.91,37.43,33.0,2791.0,496.0,1714.0,485.0,4.8304,224900.0,<1H OCEAN +-122.07,37.44,21.0,4599.0,986.0,2756.0,943.0,2.9817,225000.0,NEAR BAY +-121.96,37.43,18.0,2514.0,578.0,2205.0,545.0,3.3859,158000.0,<1H OCEAN +-121.97,37.44,17.0,127.0,28.0,219.0,22.0,4.5179,112500.0,<1H OCEAN +-121.99,37.4,24.0,3217.0,689.0,1196.0,684.0,3.4896,226700.0,<1H OCEAN +-121.99,37.4,35.0,1845.0,325.0,1343.0,317.0,5.3912,235300.0,<1H OCEAN +-121.99,37.39,25.0,3495.0,834.0,2484.0,797.0,4.8145,230700.0,<1H OCEAN +-122.02,37.4,33.0,2015.0,484.0,1285.0,419.0,4.0655,226800.0,<1H OCEAN +-122.01,37.4,14.0,4841.0,1130.0,813.0,517.0,3.7614,137500.0,<1H OCEAN +-122.0,37.4,17.0,5121.0,1017.0,1470.0,968.0,2.9706,81300.0,<1H OCEAN +-122.0,37.4,17.0,4324.0,854.0,1656.0,885.0,3.6619,232400.0,<1H OCEAN +-122.0,37.4,35.0,1542.0,298.0,1164.0,318.0,5.9145,236900.0,<1H OCEAN +-122.01,37.4,24.0,1297.0,297.0,441.0,282.0,3.1439,47500.0,<1H OCEAN +-122.0,37.39,33.0,2154.0,405.0,1655.0,434.0,5.7962,229800.0,<1H OCEAN +-121.96,37.41,17.0,3208.0,617.0,2286.0,602.0,5.2937,238000.0,<1H OCEAN +-121.97,37.4,17.0,2937.0,558.0,1662.0,533.0,5.8792,255500.0,<1H OCEAN +-121.96,37.39,20.0,1032.0,229.0,658.0,238.0,4.5062,219300.0,<1H OCEAN +-121.95,37.39,24.0,5230.0,934.0,3795.0,970.0,5.4228,264100.0,<1H OCEAN +-121.95,37.38,22.0,765.0,198.0,390.0,176.0,3.1812,87500.0,<1H OCEAN +-121.95,37.41,13.0,2164.0,412.0,1087.0,411.0,4.7625,137500.0,<1H OCEAN +-121.94,37.42,16.0,3936.0,788.0,1910.0,769.0,4.7049,112500.0,<1H OCEAN +-121.93,37.4,34.0,148.0,28.0,132.0,13.0,3.375,67500.0,<1H OCEAN +-121.91,37.36,42.0,3224.0,708.0,1940.0,674.0,3.2153,199700.0,<1H OCEAN +-121.92,37.36,42.0,198.0,32.0,158.0,32.0,3.1563,137500.0,<1H OCEAN +-121.95,37.37,39.0,446.0,129.0,317.0,127.0,3.0357,208300.0,<1H OCEAN +-121.95,37.36,27.0,3236.0,832.0,2230.0,798.0,3.5625,208600.0,<1H OCEAN +-121.95,37.36,25.0,3472.0,956.0,2267.0,944.0,2.7727,235600.0,<1H OCEAN +-121.93,37.35,36.0,1823.0,410.0,1589.0,387.0,3.1065,234100.0,<1H OCEAN +-121.93,37.34,48.0,2068.0,495.0,946.0,452.0,3.0375,218500.0,<1H OCEAN +-121.98,37.37,36.0,1651.0,344.0,1062.0,331.0,4.575,215400.0,<1H OCEAN +-121.98,37.36,32.0,1199.0,229.0,814.0,238.0,4.6719,252100.0,<1H OCEAN +-121.98,37.37,35.0,995.0,202.0,615.0,199.0,5.0942,217500.0,<1H OCEAN +-121.99,37.37,27.0,1797.0,538.0,1610.0,531.0,4.2422,237500.0,<1H OCEAN +-121.97,37.36,24.0,4841.0,894.0,2656.0,920.0,6.0573,254500.0,<1H OCEAN +-121.97,37.36,34.0,884.0,153.0,534.0,154.0,6.0116,271200.0,<1H OCEAN +-121.97,37.35,35.0,1880.0,370.0,926.0,321.0,4.2273,269900.0,<1H OCEAN +-121.96,37.36,16.0,5040.0,1325.0,3150.0,1196.0,4.2837,264500.0,<1H OCEAN +-121.96,37.36,33.0,2581.0,623.0,1598.0,628.0,3.5199,261400.0,<1H OCEAN +-121.97,37.35,36.0,815.0,126.0,353.0,122.0,6.3191,258300.0,<1H OCEAN +-121.97,37.36,36.0,765.0,134.0,306.0,136.0,4.575,247600.0,<1H OCEAN +-121.98,37.36,34.0,1735.0,318.0,1019.0,301.0,4.5625,242700.0,<1H OCEAN +-121.98,37.36,33.0,1582.0,272.0,809.0,267.0,5.7059,287200.0,<1H OCEAN +-121.98,37.36,35.0,1293.0,223.0,701.0,216.0,7.8543,281900.0,<1H OCEAN +-121.98,37.36,35.0,1440.0,267.0,743.0,259.0,5.0866,254600.0,<1H OCEAN +-121.99,37.36,32.0,1754.0,324.0,917.0,330.0,4.6761,298300.0,<1H OCEAN +-121.99,37.36,33.0,2321.0,480.0,1230.0,451.0,4.9091,270300.0,<1H OCEAN +-121.99,37.36,33.0,2677.0,644.0,1469.0,633.0,3.2048,261800.0,<1H OCEAN +-121.99,37.36,33.0,2545.0,467.0,1287.0,458.0,5.5,282200.0,<1H OCEAN +-121.98,37.35,41.0,1150.0,249.0,729.0,260.0,3.5491,261100.0,<1H OCEAN +-121.99,37.35,18.0,1712.0,509.0,972.0,467.0,4.3971,238900.0,<1H OCEAN +-121.99,37.35,16.0,3249.0,947.0,1637.0,841.0,4.5427,198400.0,<1H OCEAN +-121.99,37.35,25.0,1527.0,325.0,707.0,339.0,4.375,212200.0,<1H OCEAN +-121.98,37.35,36.0,1054.0,193.0,546.0,187.0,4.5625,240000.0,<1H OCEAN +-121.97,37.35,30.0,1955.0,,999.0,386.0,4.6328,287100.0,<1H OCEAN +-121.98,37.34,33.0,3570.0,776.0,1922.0,761.0,4.9562,238700.0,<1H OCEAN +-121.98,37.34,18.0,6649.0,1712.0,3604.0,1651.0,4.5368,307400.0,<1H OCEAN +-121.99,37.34,26.0,3637.0,933.0,2249.0,905.0,3.9625,262900.0,<1H OCEAN +-121.96,37.35,37.0,1755.0,325.0,699.0,321.0,3.925,251300.0,<1H OCEAN +-121.97,37.34,33.0,3162.0,,1553.0,686.0,3.6682,266100.0,<1H OCEAN +-121.97,37.35,35.0,1249.0,232.0,556.0,247.0,3.925,287100.0,<1H OCEAN +-121.96,37.35,32.0,1484.0,274.0,673.0,272.0,5.2019,279900.0,<1H OCEAN +-121.95,37.35,36.0,832.0,211.0,545.0,211.0,3.2813,244400.0,<1H OCEAN +-121.94,37.35,52.0,906.0,227.0,1662.0,219.0,3.1667,231600.0,<1H OCEAN +-121.94,37.35,18.0,1922.0,561.0,1096.0,545.0,2.3713,244000.0,<1H OCEAN +-121.95,37.35,48.0,1246.0,294.0,697.0,284.0,3.6118,235500.0,<1H OCEAN +-121.95,37.35,42.0,1421.0,330.0,659.0,303.0,3.3333,237900.0,<1H OCEAN +-121.95,37.35,52.0,2382.0,523.0,1096.0,492.0,4.2656,236100.0,<1H OCEAN +-121.94,37.34,42.0,2174.0,420.0,1304.0,464.0,3.1429,286500.0,<1H OCEAN +-121.94,37.34,29.0,3377.0,853.0,1674.0,792.0,3.4233,229300.0,<1H OCEAN +-121.94,37.34,41.0,2151.0,473.0,1092.0,469.0,3.7321,250000.0,<1H OCEAN +-121.94,37.33,36.0,1893.0,359.0,797.0,360.0,3.6818,257600.0,<1H OCEAN +-121.94,37.33,37.0,1822.0,329.0,845.0,348.0,4.75,251100.0,<1H OCEAN +-121.94,37.34,36.0,3142.0,632.0,1372.0,560.0,5.0175,246100.0,<1H OCEAN +-121.95,37.34,25.0,5236.0,1320.0,2529.0,1213.0,3.1702,256100.0,<1H OCEAN +-121.95,37.33,31.0,1866.0,465.0,821.0,447.0,2.3547,275900.0,<1H OCEAN +-121.95,37.33,36.0,1683.0,286.0,740.0,324.0,4.7604,294700.0,<1H OCEAN +-121.96,37.33,26.0,3269.0,788.0,1427.0,696.0,4.2136,288300.0,<1H OCEAN +-121.96,37.33,35.0,2294.0,411.0,1054.0,449.0,4.0667,276900.0,<1H OCEAN +-121.96,37.34,42.0,2001.0,402.0,942.0,375.0,4.4453,255400.0,<1H OCEAN +-121.96,37.34,36.0,844.0,153.0,373.0,160.0,5.791,254100.0,<1H OCEAN +-121.96,37.34,18.0,4438.0,939.0,1901.0,895.0,5.3873,288300.0,<1H OCEAN +-121.96,37.34,34.0,1461.0,299.0,739.0,276.0,3.4375,252600.0,<1H OCEAN +-121.96,37.34,37.0,663.0,127.0,293.0,132.0,3.7813,247800.0,<1H OCEAN +-121.98,37.33,30.0,2645.0,462.0,1506.0,480.0,6.3716,330500.0,<1H OCEAN +-121.98,37.33,30.0,3742.0,633.0,1721.0,631.0,6.1388,302400.0,<1H OCEAN +-121.99,37.34,27.0,3353.0,653.0,1571.0,621.0,5.273,315600.0,<1H OCEAN +-121.97,37.33,21.0,8275.0,1566.0,3636.0,1524.0,5.1506,302100.0,<1H OCEAN +-121.98,37.33,25.0,3223.0,612.0,1529.0,602.0,5.121,287600.0,<1H OCEAN +-121.98,37.33,35.0,1907.0,326.0,912.0,313.0,5.9567,294300.0,<1H OCEAN +-121.99,37.33,35.0,1802.0,291.0,841.0,315.0,4.8365,313900.0,<1H OCEAN +-121.99,37.33,33.0,2023.0,425.0,1016.0,405.0,3.9417,285800.0,<1H OCEAN +-121.98,37.31,28.0,3840.0,629.0,1883.0,662.0,6.4095,335900.0,<1H OCEAN +-121.99,37.3,28.0,4863.0,901.0,2110.0,868.0,5.1483,342000.0,<1H OCEAN +-122.0,37.3,28.0,5096.0,1011.0,2588.0,954.0,5.357,355200.0,<1H OCEAN +-121.98,37.32,17.0,9789.0,2552.0,4748.0,2206.0,4.2531,279800.0,<1H OCEAN +-121.99,37.32,20.0,4461.0,864.0,2042.0,808.0,4.7083,217700.0,<1H OCEAN +-121.98,37.31,32.0,2248.0,460.0,1191.0,419.0,5.606,288900.0,<1H OCEAN +-121.98,37.31,34.0,2034.0,359.0,1016.0,375.0,5.8127,288300.0,<1H OCEAN +-121.99,37.31,26.0,3285.0,502.0,1443.0,530.0,5.7833,339600.0,<1H OCEAN +-121.97,37.32,19.0,4620.0,1404.0,2672.0,1308.0,3.699,237500.0,<1H OCEAN +-121.96,37.32,11.0,1711.0,493.0,1094.0,543.0,3.73,227700.0,<1H OCEAN +-121.95,37.32,39.0,1164.0,199.0,619.0,231.0,4.6304,263200.0,<1H OCEAN +-121.95,37.32,20.0,1145.0,198.0,431.0,173.0,3.1103,281900.0,<1H OCEAN +-121.95,37.31,27.0,4140.0,,2135.0,893.0,3.6292,264600.0,<1H OCEAN +-121.96,37.31,26.0,4310.0,678.0,1819.0,686.0,7.0469,365500.0,<1H OCEAN +-121.96,37.31,31.0,3890.0,711.0,1898.0,717.0,5.2534,290900.0,<1H OCEAN +-121.97,37.31,21.0,7628.0,2166.0,3637.0,1749.0,3.6401,267500.0,<1H OCEAN +-121.97,37.31,25.0,5775.0,1225.0,3580.0,1138.0,3.9187,314900.0,<1H OCEAN +-121.97,37.3,25.0,5463.0,1351.0,2758.0,1310.0,3.0079,277300.0,<1H OCEAN +-121.95,37.32,33.0,726.0,168.0,351.0,147.0,3.1458,270500.0,<1H OCEAN +-121.94,37.31,30.0,4238.0,1010.0,1914.0,972.0,3.7632,307000.0,<1H OCEAN +-121.95,37.31,27.0,2462.0,570.0,1278.0,565.0,3.5652,329500.0,<1H OCEAN +-121.94,37.3,30.0,1758.0,248.0,814.0,256.0,6.623,332500.0,<1H OCEAN +-121.95,37.3,21.0,4193.0,1068.0,2487.0,1011.0,3.7188,293000.0,<1H OCEAN +-121.94,37.3,25.0,1455.0,370.0,734.0,331.0,3.2727,262500.0,<1H OCEAN +-121.95,37.3,25.0,5641.0,1517.0,3786.0,1410.0,3.3958,267500.0,<1H OCEAN +-121.96,37.3,20.0,4228.0,1006.0,2334.0,1007.0,4.3081,227300.0,<1H OCEAN +-121.94,37.29,22.0,2593.0,637.0,1249.0,623.0,3.75,212500.0,<1H OCEAN +-121.94,37.29,20.0,710.0,188.0,363.0,176.0,4.0962,214100.0,<1H OCEAN +-121.95,37.27,17.0,1330.0,271.0,408.0,258.0,1.7171,181300.0,<1H OCEAN +-121.95,37.28,52.0,777.0,148.0,362.0,144.0,4.0208,262500.0,<1H OCEAN +-121.95,37.29,9.0,1503.0,381.0,715.0,349.0,4.6371,234300.0,<1H OCEAN +-121.95,37.29,30.0,3734.0,813.0,1834.0,824.0,3.4505,260000.0,<1H OCEAN +-121.95,37.28,19.0,7027.0,1847.0,3759.0,1753.0,3.1509,242900.0,<1H OCEAN +-121.98,37.3,30.0,3404.0,693.0,1794.0,633.0,4.6312,283200.0,<1H OCEAN +-121.98,37.29,33.0,2120.0,349.0,907.0,336.0,7.5443,283000.0,<1H OCEAN +-121.98,37.29,31.0,2750.0,664.0,1459.0,660.0,3.2287,264900.0,<1H OCEAN +-121.96,37.28,33.0,1940.0,327.0,877.0,314.0,5.4386,280400.0,<1H OCEAN +-121.97,37.28,25.0,4707.0,695.0,1995.0,642.0,6.6437,296100.0,<1H OCEAN +-121.97,37.28,27.0,2427.0,403.0,1301.0,438.0,5.0385,277300.0,<1H OCEAN +-121.98,37.28,26.0,1182.0,309.0,620.0,306.0,3.3922,269100.0,<1H OCEAN +-121.98,37.28,28.0,3688.0,633.0,1877.0,620.0,5.7251,272600.0,<1H OCEAN +-121.98,37.28,27.0,3526.0,589.0,1725.0,553.0,5.7812,275000.0,<1H OCEAN +-121.99,37.27,27.0,2937.0,497.0,1454.0,511.0,5.4051,273500.0,<1H OCEAN +-121.99,37.29,32.0,2930.0,481.0,1336.0,481.0,6.4631,344100.0,<1H OCEAN +-121.96,37.3,23.0,4040.0,843.0,2181.0,843.0,4.0403,303400.0,<1H OCEAN +-121.97,37.3,31.0,3340.0,735.0,1891.0,686.0,4.8542,275000.0,<1H OCEAN +-121.96,37.29,24.0,1240.0,263.0,690.0,276.0,5.0,283000.0,<1H OCEAN +-121.97,37.29,25.0,4096.0,743.0,2027.0,741.0,5.3294,300300.0,<1H OCEAN +-121.97,37.29,29.0,2721.0,682.0,1602.0,646.0,3.337,265300.0,<1H OCEAN +-121.99,37.27,17.0,1527.0,267.0,775.0,260.0,5.9658,278000.0,<1H OCEAN +-121.98,37.27,25.0,3075.0,564.0,1633.0,543.0,5.2528,269400.0,<1H OCEAN +-121.98,37.27,29.0,2658.0,484.0,1318.0,498.0,5.3561,298900.0,<1H OCEAN +-121.96,37.28,28.0,5018.0,1066.0,2846.0,998.0,4.0174,273900.0,<1H OCEAN +-121.96,37.27,22.0,6114.0,1211.0,2983.0,1163.0,5.2533,269100.0,<1H OCEAN +-121.96,37.27,31.0,3347.0,589.0,1566.0,597.0,5.5151,286800.0,<1H OCEAN +-121.97,37.26,19.0,2174.0,454.0,998.0,426.0,4.6827,255100.0,<1H OCEAN +-121.96,37.26,22.0,1408.0,351.0,636.0,294.0,1.8542,333300.0,<1H OCEAN +-121.95,37.25,30.0,3298.0,634.0,1532.0,602.0,5.0863,332000.0,<1H OCEAN +-121.95,37.24,37.0,3109.0,541.0,1566.0,544.0,6.0235,413500.0,<1H OCEAN +-121.95,37.24,32.0,1382.0,239.0,705.0,251.0,6.0957,405400.0,<1H OCEAN +-121.96,37.24,26.0,3032.0,605.0,1208.0,562.0,5.4683,430900.0,<1H OCEAN +-121.96,37.25,35.0,1018.0,169.0,484.0,174.0,6.1648,371900.0,<1H OCEAN +-121.95,37.25,34.0,2906.0,544.0,1282.0,522.0,5.5127,268200.0,<1H OCEAN +-121.93,37.25,36.0,1089.0,182.0,535.0,170.0,4.69,252600.0,<1H OCEAN +-121.93,37.25,21.0,1354.0,289.0,639.0,273.0,4.5333,234200.0,<1H OCEAN +-121.92,37.25,34.0,2231.0,360.0,1035.0,365.0,4.7917,243200.0,<1H OCEAN +-121.93,37.25,32.0,1555.0,287.0,779.0,284.0,6.0358,260100.0,<1H OCEAN +-121.94,37.24,35.0,1484.0,244.0,664.0,238.0,4.675,245300.0,<1H OCEAN +-121.91,37.24,24.0,5046.0,1001.0,2449.0,968.0,4.7118,274600.0,<1H OCEAN +-121.91,37.24,30.0,2327.0,419.0,1114.0,372.0,4.7279,272000.0,<1H OCEAN +-121.92,37.24,26.0,6777.0,1051.0,3319.0,1061.0,6.3663,279400.0,<1H OCEAN +-121.94,37.24,19.0,1741.0,294.0,632.0,279.0,5.5944,290500.0,<1H OCEAN +-121.94,37.24,26.0,2561.0,388.0,1165.0,393.0,7.3522,363800.0,<1H OCEAN +-121.93,37.24,26.0,2574.0,414.0,1096.0,428.0,6.0738,335900.0,<1H OCEAN +-121.92,37.24,27.0,1265.0,216.0,660.0,232.0,5.3911,281200.0,<1H OCEAN +-121.91,37.23,22.0,2614.0,453.0,1240.0,462.0,6.0712,271800.0,<1H OCEAN +-121.91,37.23,27.0,4866.0,668.0,1956.0,659.0,7.3843,405000.0,<1H OCEAN +-121.93,37.22,21.0,4872.0,594.0,1811.0,560.0,9.3834,500001.0,<1H OCEAN +-121.96,37.23,36.0,4423.0,632.0,1719.0,608.0,7.8407,476400.0,<1H OCEAN +-121.97,37.23,22.0,2781.0,523.0,1291.0,516.0,4.6065,445900.0,<1H OCEAN +-121.98,37.22,46.0,10088.0,1910.0,3728.0,1781.0,5.2321,500001.0,<1H OCEAN +-121.96,37.22,35.0,4709.0,723.0,1866.0,694.0,8.492,500001.0,<1H OCEAN +-121.95,37.21,20.0,2345.0,322.0,890.0,276.0,10.0187,500001.0,<1H OCEAN +-121.97,37.24,35.0,2553.0,533.0,1117.0,498.0,4.4063,436100.0,<1H OCEAN +-121.98,37.23,33.0,3585.0,935.0,1511.0,835.0,3.1176,396300.0,<1H OCEAN +-122.0,37.23,36.0,3191.0,430.0,1234.0,440.0,9.0704,500001.0,<1H OCEAN +-121.96,37.25,19.0,1858.0,359.0,790.0,347.0,4.5156,339300.0,<1H OCEAN +-121.97,37.25,32.0,2892.0,496.0,1193.0,492.0,6.131,367800.0,<1H OCEAN +-121.98,37.26,27.0,2331.0,461.0,1178.0,447.0,4.6654,340700.0,<1H OCEAN +-121.99,37.27,21.0,1214.0,192.0,500.0,185.0,7.598,347800.0,<1H OCEAN +-121.99,37.26,17.0,4034.0,611.0,1158.0,560.0,8.2069,442500.0,<1H OCEAN +-121.98,37.25,19.0,755.0,93.0,267.0,99.0,15.0,500001.0,<1H OCEAN +-121.99,37.25,25.0,1743.0,212.0,604.0,200.0,10.7582,500001.0,<1H OCEAN +-121.97,37.25,21.0,2775.0,389.0,856.0,350.0,7.9135,496400.0,<1H OCEAN +-121.99,37.25,22.0,4240.0,532.0,1480.0,514.0,11.2463,500001.0,<1H OCEAN +-121.98,37.24,35.0,3574.0,485.0,1325.0,476.0,8.5425,500001.0,<1H OCEAN +-122.0,37.27,33.0,1664.0,271.0,759.0,272.0,5.7876,415800.0,<1H OCEAN +-122.01,37.27,27.0,3340.0,451.0,1220.0,447.0,8.8178,500001.0,<1H OCEAN +-122.02,37.26,24.0,2411.0,299.0,847.0,299.0,10.2666,500001.0,<1H OCEAN +-122.02,37.26,34.0,1764.0,243.0,692.0,223.0,8.0331,500001.0,<1H OCEAN +-122.01,37.25,31.0,1574.0,193.0,551.0,191.0,10.2311,500001.0,<1H OCEAN +-121.99,37.26,29.0,2718.0,365.0,982.0,339.0,7.9234,500001.0,<1H OCEAN +-122.01,37.26,14.0,2561.0,404.0,1172.0,378.0,7.6107,500001.0,<1H OCEAN +-122.03,37.25,34.0,2892.0,413.0,903.0,365.0,7.8711,500001.0,<1H OCEAN +-122.04,37.24,24.0,1521.0,209.0,539.0,192.0,11.1557,500001.0,<1H OCEAN +-122.02,37.24,28.0,2796.0,365.0,1085.0,363.0,10.6834,500001.0,<1H OCEAN +-122.03,37.29,22.0,3118.0,438.0,1147.0,425.0,10.3653,500001.0,<1H OCEAN +-122.02,37.29,18.0,2550.0,312.0,999.0,320.0,8.7939,500001.0,<1H OCEAN +-122.02,37.29,25.0,3845.0,492.0,1461.0,475.0,10.3979,500001.0,<1H OCEAN +-122.01,37.29,31.0,3136.0,431.0,1190.0,412.0,7.5,500001.0,<1H OCEAN +-122.01,37.28,22.0,2038.0,260.0,773.0,281.0,9.1569,500001.0,<1H OCEAN +-122.0,37.28,35.0,3133.0,541.0,1449.0,555.0,5.7295,346100.0,<1H OCEAN +-122.0,37.28,33.0,2170.0,311.0,854.0,303.0,8.3605,500001.0,<1H OCEAN +-122.0,37.28,32.0,2782.0,495.0,1092.0,455.0,5.4103,335900.0,<1H OCEAN +-122.03,37.27,32.0,4350.0,645.0,1551.0,609.0,7.8279,500001.0,<1H OCEAN +-122.03,37.28,29.0,3752.0,468.0,1320.0,471.0,9.8937,500001.0,<1H OCEAN +-122.02,37.28,25.0,3437.0,428.0,1198.0,411.0,9.3464,500001.0,<1H OCEAN +-122.01,37.27,28.0,3825.0,473.0,1415.0,480.0,10.675,500001.0,<1H OCEAN +-122.06,37.27,16.0,1612.0,221.0,567.0,208.0,10.5793,500001.0,<1H OCEAN +-122.04,37.29,19.0,3625.0,432.0,1252.0,409.0,12.2145,500001.0,<1H OCEAN +-122.03,37.27,25.0,4460.0,553.0,1608.0,561.0,10.7958,500001.0,<1H OCEAN +-122.04,37.26,24.0,4973.0,709.0,1692.0,696.0,7.8627,500001.0,<1H OCEAN +-122.06,37.33,29.0,1945.0,269.0,826.0,275.0,8.248,498800.0,<1H OCEAN +-122.06,37.32,30.0,3033.0,540.0,1440.0,507.0,6.2182,380800.0,<1H OCEAN +-122.05,37.31,25.0,4601.0,696.0,2003.0,666.0,8.0727,455500.0,<1H OCEAN +-122.05,37.31,25.0,4111.0,538.0,1585.0,568.0,9.2298,500001.0,<1H OCEAN +-122.06,37.3,11.0,5488.0,706.0,1947.0,641.0,10.7326,500001.0,<1H OCEAN +-122.07,37.33,13.0,2173.0,349.0,891.0,345.0,8.0158,420000.0,<1H OCEAN +-122.06,37.33,23.0,4507.0,751.0,2167.0,722.0,7.0102,500001.0,<1H OCEAN +-122.07,37.31,24.0,4401.0,698.0,1818.0,685.0,7.2986,500001.0,<1H OCEAN +-122.08,37.3,30.0,2268.0,404.0,1197.0,372.0,7.0813,485300.0,<1H OCEAN +-122.08,37.31,17.0,2560.0,396.0,959.0,400.0,7.8528,368900.0,<1H OCEAN +-122.04,37.34,20.0,4475.0,1048.0,2271.0,1021.0,4.8836,396200.0,<1H OCEAN +-122.06,37.34,13.0,2057.0,466.0,790.0,436.0,5.0081,288300.0,<1H OCEAN +-122.05,37.33,21.0,2052.0,346.0,933.0,351.0,5.3167,416300.0,<1H OCEAN +-122.04,37.33,26.0,2690.0,401.0,1264.0,429.0,7.7643,474700.0,<1H OCEAN +-122.05,37.33,17.0,3674.0,824.0,1364.0,694.0,6.3131,436400.0,<1H OCEAN +-122.04,37.33,22.0,4011.0,963.0,2206.0,879.0,4.5721,351200.0,<1H OCEAN +-122.04,37.32,27.0,2826.0,451.0,1259.0,439.0,5.7528,431400.0,<1H OCEAN +-122.04,37.31,29.0,2476.0,434.0,1217.0,416.0,6.2045,393800.0,<1H OCEAN +-122.04,37.31,24.0,3388.0,633.0,1627.0,585.0,5.154,355100.0,<1H OCEAN +-122.04,37.3,26.0,1714.0,270.0,778.0,262.0,6.075,417000.0,<1H OCEAN +-122.04,37.3,25.0,2366.0,417.0,1076.0,398.0,6.9238,345900.0,<1H OCEAN +-122.03,37.31,25.0,2131.0,410.0,1132.0,395.0,5.3508,409100.0,<1H OCEAN +-122.04,37.3,25.0,3807.0,600.0,1678.0,600.0,6.6818,411300.0,<1H OCEAN +-122.01,37.3,25.0,4044.0,551.0,1699.0,533.0,8.0837,380600.0,<1H OCEAN +-122.01,37.31,23.0,6846.0,1078.0,2951.0,1063.0,6.3702,332000.0,<1H OCEAN +-122.0,37.31,28.0,3811.0,585.0,1795.0,581.0,7.8383,372700.0,<1H OCEAN +-122.0,37.3,29.0,3429.0,524.0,1518.0,520.0,7.218,400700.0,<1H OCEAN +-122.03,37.31,19.0,2885.0,859.0,1520.0,784.0,3.375,275700.0,<1H OCEAN +-122.03,37.3,30.0,3007.0,554.0,1551.0,616.0,5.8521,326300.0,<1H OCEAN +-122.03,37.3,22.0,3583.0,758.0,1792.0,695.0,5.4842,335300.0,<1H OCEAN +-122.02,37.31,34.0,2629.0,433.0,1301.0,431.0,6.083,341400.0,<1H OCEAN +-122.02,37.31,35.0,2355.0,384.0,1248.0,378.0,5.9714,332500.0,<1H OCEAN +-122.02,37.3,26.0,1983.0,301.0,924.0,297.0,6.7123,354600.0,<1H OCEAN +-122.02,37.3,32.0,2134.0,328.0,903.0,322.0,6.359,341900.0,<1H OCEAN +-122.02,37.32,27.0,4336.0,754.0,2009.0,734.0,6.3923,348300.0,<1H OCEAN +-122.02,37.31,33.0,2563.0,434.0,1230.0,418.0,6.3197,340100.0,<1H OCEAN +-122.03,37.32,15.0,5132.0,1059.0,2156.0,982.0,5.6511,404800.0,<1H OCEAN +-122.0,37.32,34.0,3450.0,731.0,1915.0,689.0,4.7402,244500.0,<1H OCEAN +-122.01,37.31,26.0,1391.0,241.0,700.0,236.0,6.6766,332700.0,<1H OCEAN +-122.01,37.32,32.0,3108.0,613.0,1577.0,603.0,4.6613,284000.0,<1H OCEAN +-122.0,37.31,33.0,4211.0,918.0,2389.0,861.0,4.7235,242200.0,<1H OCEAN +-122.02,37.33,25.0,3823.0,584.0,1689.0,571.0,7.3693,373600.0,<1H OCEAN +-122.03,37.33,23.0,4221.0,671.0,1782.0,641.0,7.4863,412300.0,<1H OCEAN +-122.03,37.34,16.0,1755.0,410.0,674.0,410.0,5.1602,231200.0,<1H OCEAN +-122.02,37.34,30.0,1036.0,151.0,467.0,156.0,6.448,360600.0,<1H OCEAN +-122.0,37.33,30.0,4033.0,794.0,1788.0,807.0,5.6932,338700.0,<1H OCEAN +-122.02,37.35,26.0,2785.0,418.0,1221.0,422.0,8.1078,365700.0,<1H OCEAN +-122.02,37.35,22.0,3219.0,756.0,1479.0,667.0,4.1473,354400.0,<1H OCEAN +-122.02,37.34,26.0,1992.0,328.0,980.0,342.0,6.2475,350000.0,<1H OCEAN +-122.02,37.34,28.0,2488.0,396.0,1190.0,410.0,5.7881,344700.0,<1H OCEAN +-122.03,37.34,25.0,5404.0,906.0,2338.0,883.0,6.0577,451800.0,<1H OCEAN +-122.03,37.35,25.0,3095.0,514.0,1251.0,507.0,5.5388,352100.0,<1H OCEAN +-122.01,37.35,33.0,2517.0,496.0,1158.0,443.0,5.0785,289500.0,<1H OCEAN +-122.0,37.35,20.0,4304.0,851.0,2059.0,835.0,5.1674,333000.0,<1H OCEAN +-122.0,37.34,27.0,1716.0,290.0,817.0,301.0,5.9158,343100.0,<1H OCEAN +-122.0,37.34,31.0,3344.0,620.0,1604.0,572.0,5.2108,351500.0,<1H OCEAN +-122.01,37.34,31.0,3080.0,526.0,1493.0,582.0,6.3052,344200.0,<1H OCEAN +-122.05,37.35,34.0,2494.0,375.0,1399.0,382.0,7.3753,388100.0,<1H OCEAN +-122.05,37.34,34.0,2515.0,401.0,1079.0,399.0,7.7865,423900.0,<1H OCEAN +-122.05,37.34,31.0,1443.0,215.0,627.0,222.0,6.6087,416500.0,<1H OCEAN +-122.06,37.34,20.0,3435.0,593.0,1293.0,553.0,6.7578,451400.0,<1H OCEAN +-122.04,37.35,28.0,3250.0,485.0,1328.0,473.0,7.4729,431600.0,<1H OCEAN +-122.04,37.34,28.0,3081.0,460.0,1260.0,461.0,7.5372,432600.0,<1H OCEAN +-122.03,37.35,16.0,1156.0,198.0,455.0,216.0,7.2779,292900.0,<1H OCEAN +-122.04,37.35,28.0,1582.0,264.0,696.0,270.0,5.678,370100.0,<1H OCEAN +-122.04,37.34,25.0,1994.0,287.0,704.0,283.0,7.7799,447300.0,<1H OCEAN +-122.03,37.34,17.0,1165.0,278.0,598.0,287.0,4.0129,342400.0,<1H OCEAN +-122.04,37.34,23.0,2590.0,725.0,1795.0,680.0,3.16,225000.0,<1H OCEAN +-122.04,37.34,19.0,3694.0,1036.0,2496.0,986.0,3.6991,271500.0,<1H OCEAN +-122.05,37.37,35.0,1365.0,256.0,662.0,262.0,5.6533,291400.0,<1H OCEAN +-122.05,37.36,34.0,2400.0,419.0,1017.0,384.0,4.1369,316900.0,<1H OCEAN +-122.05,37.36,27.0,2621.0,513.0,1063.0,523.0,3.9848,409700.0,<1H OCEAN +-122.06,37.35,31.0,1795.0,281.0,872.0,282.0,8.0599,381800.0,<1H OCEAN +-122.06,37.36,35.0,2693.0,493.0,1343.0,455.0,6.0777,327500.0,<1H OCEAN +-122.06,37.37,32.0,2510.0,578.0,1160.0,581.0,4.9087,322700.0,<1H OCEAN +-122.04,37.37,23.0,5135.0,911.0,2351.0,863.0,5.2319,430100.0,<1H OCEAN +-122.03,37.36,28.0,2490.0,345.0,948.0,361.0,6.4913,411900.0,<1H OCEAN +-122.04,37.35,20.0,2016.0,313.0,767.0,310.0,6.837,383000.0,<1H OCEAN +-122.05,37.36,29.0,1733.0,255.0,679.0,278.0,7.5337,406800.0,<1H OCEAN +-122.04,37.36,26.0,3298.0,460.0,1241.0,472.0,6.8753,403000.0,<1H OCEAN +-122.05,37.37,27.0,3885.0,661.0,1537.0,606.0,6.6085,344700.0,<1H OCEAN +-122.03,37.36,16.0,2697.0,803.0,1369.0,723.0,4.4699,367400.0,<1H OCEAN +-122.02,37.35,17.0,2975.0,608.0,1465.0,577.0,5.8779,362200.0,<1H OCEAN +-122.02,37.35,18.0,1221.0,255.0,507.0,271.0,5.3679,228400.0,<1H OCEAN +-122.03,37.35,19.0,3811.0,1227.0,1930.0,1153.0,3.5154,311400.0,<1H OCEAN +-122.03,37.37,16.0,3402.0,1193.0,1479.0,1043.0,3.5861,500001.0,<1H OCEAN +-122.02,37.36,21.0,2471.0,677.0,1486.0,689.0,3.9038,243800.0,<1H OCEAN +-122.02,37.36,25.0,2074.0,387.0,1273.0,383.0,4.7609,378000.0,<1H OCEAN +-122.01,37.36,16.0,1105.0,354.0,499.0,324.0,4.2061,253600.0,<1H OCEAN +-122.02,37.36,24.0,1709.0,437.0,892.0,408.0,4.9671,335200.0,<1H OCEAN +-122.01,37.36,25.0,2796.0,429.0,1267.0,426.0,6.6329,349000.0,<1H OCEAN +-122.01,37.36,21.0,2483.0,396.0,1194.0,424.0,7.1273,346300.0,<1H OCEAN +-122.01,37.35,16.0,3716.0,916.0,1551.0,759.0,4.5,323600.0,<1H OCEAN +-122.0,37.36,19.0,2237.0,433.0,1158.0,426.0,6.7718,368300.0,<1H OCEAN +-122.0,37.36,17.0,2070.0,,797.0,275.0,8.6155,411200.0,<1H OCEAN +-122.0,37.36,25.0,3534.0,949.0,1880.0,849.0,3.4238,337000.0,<1H OCEAN +-122.0,37.36,17.0,6012.0,1737.0,3539.0,1625.0,3.8464,239400.0,<1H OCEAN +-122.03,37.37,9.0,2966.0,770.0,1430.0,740.0,3.0047,256000.0,<1H OCEAN +-122.03,37.37,41.0,2123.0,425.0,1032.0,435.0,4.6957,284800.0,<1H OCEAN +-122.03,37.37,30.0,1269.0,290.0,556.0,266.0,3.8125,325000.0,<1H OCEAN +-122.04,37.37,42.0,1125.0,273.0,616.0,258.0,3.6765,252800.0,<1H OCEAN +-122.04,37.37,33.0,2757.0,489.0,1201.0,481.0,5.0453,311600.0,<1H OCEAN +-122.04,37.38,38.0,2850.0,550.0,1518.0,514.0,4.2028,273600.0,<1H OCEAN +-122.03,37.38,21.0,2667.0,798.0,1433.0,727.0,3.8732,252400.0,<1H OCEAN +-122.02,37.38,43.0,1261.0,317.0,836.0,333.0,4.0911,224600.0,<1H OCEAN +-122.01,37.38,32.0,726.0,204.0,538.0,203.0,4.505,230400.0,<1H OCEAN +-122.02,37.37,8.0,5686.0,1489.0,3250.0,1329.0,4.2782,327700.0,<1H OCEAN +-122.01,37.37,11.0,2559.0,694.0,1309.0,668.0,4.1847,167300.0,<1H OCEAN +-122.01,37.37,25.0,2213.0,360.0,1066.0,390.0,7.2165,360900.0,<1H OCEAN +-122.0,37.37,16.0,1434.0,372.0,804.0,361.0,3.7045,178100.0,<1H OCEAN +-122.03,37.39,22.0,3280.0,933.0,1842.0,795.0,4.4107,232700.0,<1H OCEAN +-122.02,37.38,32.0,1889.0,487.0,1321.0,508.0,3.2574,254400.0,<1H OCEAN +-122.01,37.39,26.0,2500.0,962.0,2374.0,879.0,3.5586,222200.0,<1H OCEAN +-122.01,37.39,36.0,1976.0,361.0,1348.0,371.0,5.6447,252600.0,<1H OCEAN +-122.0,37.39,36.0,1236.0,229.0,880.0,247.0,5.791,239400.0,<1H OCEAN +-122.03,37.39,34.0,2600.0,650.0,1994.0,650.0,4.0223,250200.0,<1H OCEAN +-122.02,37.4,35.0,2348.0,531.0,1475.0,498.0,4.35,261000.0,<1H OCEAN +-122.01,37.39,16.0,3015.0,829.0,1769.0,807.0,4.0068,249500.0,<1H OCEAN +-122.02,37.39,35.0,2297.0,497.0,1428.0,497.0,4.7431,239700.0,<1H OCEAN +-122.04,37.39,5.0,8745.0,2211.0,3959.0,2019.0,4.7685,280100.0,<1H OCEAN +-122.05,37.38,23.0,3200.0,907.0,2029.0,866.0,3.5649,450000.0,<1H OCEAN +-122.05,37.38,24.0,2424.0,501.0,1367.0,507.0,4.072,364200.0,<1H OCEAN +-122.05,37.38,29.0,1875.0,340.0,816.0,350.0,5.4351,336500.0,<1H OCEAN +-122.06,37.38,20.0,4293.0,1272.0,2389.0,1210.0,4.2719,270800.0,NEAR BAY +-122.05,37.37,27.0,2687.0,768.0,1362.0,725.0,3.4028,324200.0,<1H OCEAN +-122.05,37.39,25.0,347.0,82.0,148.0,77.0,4.4531,350000.0,<1H OCEAN +-122.06,37.4,21.0,12855.0,3226.0,7273.0,3052.0,4.3351,267400.0,NEAR BAY +-122.06,37.39,26.0,18.0,4.0,8.0,4.0,3.75,375000.0,NEAR BAY +-122.06,37.39,22.0,1236.0,290.0,413.0,274.0,3.6875,40000.0,NEAR BAY +-122.06,37.38,20.0,3401.0,768.0,1497.0,747.0,4.2188,500001.0,NEAR BAY +-122.06,37.38,21.0,1798.0,399.0,837.0,410.0,5.6999,470000.0,NEAR BAY +-122.06,37.37,18.0,3058.0,661.0,1377.0,675.0,6.1299,500001.0,<1H OCEAN +-122.06,37.38,20.0,2976.0,766.0,1227.0,634.0,4.8625,262500.0,NEAR BAY +-122.07,37.39,19.0,1465.0,342.0,646.0,345.0,4.712,289300.0,NEAR BAY +-122.08,37.4,23.0,806.0,158.0,373.0,156.0,5.9291,284600.0,NEAR BAY +-122.07,37.4,16.0,3352.0,813.0,1440.0,729.0,3.7359,262500.0,NEAR BAY +-122.07,37.41,26.0,1184.0,225.0,815.0,218.0,5.7657,322300.0,NEAR BAY +-122.07,37.4,15.0,2940.0,910.0,943.0,711.0,4.359,192200.0,NEAR BAY +-122.08,37.4,19.0,3565.0,858.0,1639.0,744.0,4.1544,277000.0,NEAR BAY +-122.08,37.4,25.0,1750.0,341.0,999.0,319.0,5.806,308700.0,NEAR BAY +-122.08,37.41,20.0,1896.0,456.0,1069.0,436.0,4.6875,288900.0,NEAR BAY +-122.09,37.4,36.0,1575.0,379.0,1036.0,382.0,5.1408,264700.0,NEAR BAY +-122.1,37.41,33.0,6277.0,1274.0,3025.0,1211.0,5.4721,343300.0,NEAR BAY +-122.09,37.41,8.0,1480.0,414.0,856.0,445.0,2.8203,284100.0,NEAR BAY +-122.09,37.41,14.0,753.0,193.0,421.0,153.0,4.2463,266700.0,NEAR BAY +-122.09,37.41,18.0,1476.0,473.0,838.0,415.0,3.575,274000.0,NEAR BAY +-122.09,37.4,22.0,1489.0,436.0,662.0,470.0,3.5179,197200.0,NEAR BAY +-122.09,37.4,17.0,748.0,184.0,412.0,180.0,3.4375,290600.0,NEAR BAY +-122.09,37.42,23.0,4874.0,1251.0,2699.0,1163.0,3.8003,229800.0,NEAR BAY +-122.11,37.41,27.0,5110.0,1599.0,2764.0,1482.0,3.4198,351900.0,NEAR BAY +-122.09,37.4,26.0,3218.0,1021.0,2087.0,964.0,3.2875,182700.0,NEAR BAY +-122.1,37.4,27.0,3410.0,1156.0,2314.0,1086.0,3.4868,165600.0,NEAR BAY +-122.1,37.4,23.0,1755.0,508.0,1374.0,506.0,4.3077,293500.0,NEAR BAY +-122.1,37.4,19.0,1085.0,288.0,1009.0,305.0,3.9091,276000.0,NEAR BAY +-122.11,37.4,16.0,1994.0,489.0,1173.0,472.0,4.1875,266400.0,NEAR BAY +-122.11,37.4,15.0,255.0,63.0,138.0,74.0,4.6591,175000.0,NEAR BAY +-122.1,37.4,23.0,514.0,210.0,367.0,206.0,3.1736,181300.0,NEAR BAY +-122.08,37.4,52.0,766.0,203.0,448.0,196.0,2.5208,316700.0,NEAR BAY +-122.09,37.39,43.0,2065.0,535.0,1029.0,500.0,3.7318,327700.0,NEAR BAY +-122.09,37.39,30.0,1722.0,490.0,1057.0,517.0,3.725,261300.0,NEAR BAY +-122.09,37.4,24.0,3983.0,1126.0,2645.0,1072.0,3.6742,275000.0,NEAR BAY +-122.08,37.39,44.0,1498.0,430.0,848.0,400.0,2.8438,307100.0,NEAR BAY +-122.08,37.39,46.0,1115.0,248.0,543.0,248.0,3.2083,334300.0,NEAR BAY +-122.08,37.39,4.0,2292.0,,1050.0,584.0,4.8036,340000.0,NEAR BAY +-122.07,37.39,30.0,1695.0,480.0,932.0,447.0,3.5045,352500.0,NEAR BAY +-122.07,37.39,37.0,1169.0,239.0,589.0,249.0,5.0131,330300.0,NEAR BAY +-122.07,37.38,26.0,1272.0,306.0,562.0,284.0,4.5644,280200.0,NEAR BAY +-122.08,37.39,39.0,2210.0,483.0,1023.0,450.0,4.5833,342400.0,NEAR BAY +-122.1,37.39,31.0,1117.0,304.0,591.0,302.0,3.5909,353100.0,NEAR BAY +-122.1,37.39,36.0,1860.0,367.0,794.0,366.0,5.0871,354500.0,NEAR BAY +-122.09,37.39,34.0,1508.0,483.0,774.0,443.0,2.7279,365600.0,NEAR BAY +-122.09,37.39,36.0,1035.0,196.0,475.0,205.0,5.5385,359000.0,NEAR BAY +-122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,414700.0,NEAR BAY +-122.09,37.38,36.0,2587.0,416.0,1055.0,410.0,6.1995,407200.0,NEAR BAY +-122.08,37.38,33.0,2771.0,659.0,1496.0,581.0,3.4042,353600.0,NEAR BAY +-122.08,37.38,36.0,857.0,156.0,448.0,168.0,5.0086,366700.0,NEAR BAY +-122.08,37.38,36.0,1199.0,198.0,485.0,199.0,5.0796,373400.0,NEAR BAY +-122.08,37.38,36.0,782.0,130.0,348.0,128.0,6.828,383900.0,NEAR BAY +-122.08,37.37,29.0,1229.0,,707.0,194.0,7.1108,465000.0,NEAR BAY +-122.09,37.37,27.0,1269.0,186.0,464.0,182.0,6.8374,500001.0,NEAR BAY +-122.09,37.37,34.0,2165.0,355.0,776.0,339.0,5.2971,442100.0,NEAR BAY +-122.08,37.38,25.0,830.0,228.0,368.0,174.0,3.3917,342900.0,NEAR BAY +-122.07,37.37,22.0,3770.0,727.0,1657.0,762.0,4.8021,457500.0,NEAR BAY +-122.07,37.37,30.0,2937.0,407.0,1097.0,407.0,7.9813,473500.0,NEAR BAY +-122.07,37.36,21.0,3244.0,426.0,1158.0,415.0,7.5,500001.0,<1H OCEAN +-122.06,37.36,34.0,1747.0,250.0,662.0,257.0,6.8268,500001.0,<1H OCEAN +-122.07,37.36,28.0,4612.0,608.0,1686.0,567.0,10.0346,500001.0,<1H OCEAN +-122.08,37.36,31.0,2717.0,376.0,1001.0,381.0,9.281,500001.0,NEAR BAY +-122.09,37.36,37.0,1550.0,238.0,805.0,250.0,5.0222,500001.0,NEAR BAY +-122.09,37.36,37.0,2269.0,325.0,930.0,321.0,7.5274,500001.0,NEAR BAY +-122.08,37.36,28.0,2181.0,284.0,728.0,238.0,8.2266,500001.0,NEAR BAY +-122.06,37.35,30.0,2040.0,294.0,787.0,278.0,8.758,500001.0,<1H OCEAN +-122.07,37.34,33.0,1208.0,198.0,495.0,216.0,5.4659,500001.0,<1H OCEAN +-122.07,37.34,35.0,1172.0,184.0,512.0,175.0,7.3561,500001.0,<1H OCEAN +-122.07,37.35,35.0,1447.0,205.0,619.0,206.0,9.8144,500001.0,<1H OCEAN +-122.07,37.35,35.0,1579.0,210.0,570.0,196.0,8.5888,500001.0,<1H OCEAN +-122.08,37.35,35.0,1347.0,207.0,548.0,189.0,7.7068,500001.0,NEAR BAY +-122.07,37.34,30.0,1851.0,238.0,631.0,236.0,10.1007,500001.0,<1H OCEAN +-122.08,37.34,23.0,2597.0,335.0,922.0,338.0,10.5142,500001.0,<1H OCEAN +-122.08,37.34,28.0,1643.0,216.0,594.0,205.0,12.367,500001.0,<1H OCEAN +-122.08,37.35,33.0,2398.0,317.0,832.0,314.0,10.3591,500001.0,NEAR BAY +-122.1,37.38,37.0,4167.0,612.0,1577.0,597.0,7.5655,500001.0,NEAR BAY +-122.1,37.37,37.0,2511.0,354.0,945.0,348.0,8.3924,500001.0,NEAR BAY +-122.1,37.37,40.0,2224.0,354.0,929.0,345.0,8.1064,500001.0,NEAR BAY +-122.11,37.37,22.0,1477.0,195.0,520.0,187.0,10.3329,500001.0,NEAR BAY +-122.11,37.38,36.0,3598.0,500.0,1296.0,533.0,7.8177,500001.0,NEAR BAY +-122.11,37.38,22.0,3638.0,719.0,1329.0,650.0,5.0804,500001.0,NEAR BAY +-122.11,37.37,49.0,1068.0,190.0,410.0,171.0,7.2045,500001.0,NEAR BAY +-122.12,37.37,18.0,1617.0,231.0,555.0,222.0,8.9021,500001.0,NEAR BAY +-122.11,37.4,31.0,2836.0,490.0,1138.0,481.0,4.9519,500001.0,NEAR BAY +-122.11,37.39,36.0,1660.0,261.0,655.0,249.0,6.3967,500001.0,NEAR BAY +-122.1,37.39,35.0,2471.0,349.0,881.0,342.0,7.6229,500001.0,NEAR BAY +-122.12,37.4,31.0,2356.0,405.0,921.0,358.0,7.0245,500001.0,NEAR BAY +-122.12,37.39,34.0,3561.0,497.0,1336.0,501.0,8.9172,500001.0,NEAR BAY +-122.12,37.38,34.0,1443.0,218.0,504.0,200.0,8.4709,500001.0,NEAR BAY +-122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,500001.0,NEAR BAY +-122.13,37.4,29.0,6027.0,1195.0,2687.0,1171.0,5.1335,461200.0,NEAR BAY +-122.13,37.41,36.0,4787.0,900.0,2039.0,890.0,5.4063,440900.0,NEAR BAY +-122.14,37.41,35.0,2419.0,426.0,949.0,433.0,6.4588,437100.0,NEAR BAY +-122.14,37.42,46.0,206.0,44.0,134.0,51.0,4.15,265000.0,NEAR BAY +-122.13,37.42,36.0,3982.0,1045.0,2251.0,995.0,3.5364,314100.0,NEAR BAY +-122.12,37.41,33.0,2892.0,617.0,1250.0,581.0,5.3727,360900.0,NEAR BAY +-122.11,37.43,35.0,3584.0,535.0,1405.0,538.0,7.3023,451300.0,NEAR BAY +-122.11,37.43,35.0,3905.0,565.0,1562.0,553.0,7.313,463700.0,NEAR BAY +-122.11,37.42,32.0,3058.0,595.0,1267.0,540.0,6.4949,417800.0,NEAR BAY +-122.11,37.41,35.0,2712.0,428.0,1084.0,425.0,7.1382,443800.0,NEAR BAY +-122.11,37.41,33.0,1641.0,284.0,659.0,282.0,6.0884,432900.0,NEAR BAY +-122.12,37.42,35.0,2445.0,533.0,1187.0,519.0,5.2803,362100.0,NEAR BAY +-122.12,37.42,36.0,2607.0,551.0,1165.0,523.0,5.1524,373100.0,NEAR BAY +-122.13,37.43,40.0,3454.0,648.0,1498.0,647.0,5.2114,438400.0,NEAR BAY +-122.13,37.43,32.0,4398.0,878.0,1799.0,792.0,4.7375,431900.0,NEAR BAY +-122.12,37.43,36.0,3212.0,553.0,1455.0,574.0,6.46,425500.0,NEAR BAY +-122.12,37.44,33.0,2974.0,623.0,1435.0,588.0,5.485,406300.0,NEAR BAY +-122.13,37.44,42.0,2390.0,462.0,1146.0,468.0,6.3111,397400.0,NEAR BAY +-122.12,37.44,33.0,1509.0,303.0,748.0,268.0,4.875,373400.0,NEAR BAY +-122.11,37.44,35.0,2016.0,349.0,1023.0,376.0,5.6413,376600.0,NEAR BAY +-122.12,37.43,33.0,3262.0,668.0,1411.0,626.0,5.316,398100.0,NEAR BAY +-122.13,37.45,37.0,2295.0,332.0,933.0,332.0,6.7257,500001.0,NEAR BAY +-122.13,37.45,37.0,1287.0,197.0,510.0,206.0,7.9029,500001.0,NEAR BAY +-122.13,37.45,41.0,3233.0,540.0,1251.0,506.0,6.6354,500001.0,NEAR BAY +-122.13,37.44,43.0,3004.0,440.0,1088.0,427.0,9.1508,500001.0,NEAR BAY +-122.13,37.44,38.0,2835.0,447.0,1148.0,446.0,5.9277,446600.0,NEAR BAY +-122.15,37.46,39.0,906.0,109.0,353.0,112.0,10.3942,500001.0,NEAR BAY +-122.16,37.45,52.0,1135.0,219.0,441.0,200.0,7.5418,492000.0,NEAR BAY +-122.15,37.46,52.0,1803.0,257.0,683.0,259.0,10.9508,500001.0,NEAR BAY +-122.14,37.45,52.0,3841.0,537.0,1391.0,540.0,7.8647,500001.0,NEAR BAY +-122.15,37.45,52.0,2117.0,353.0,734.0,328.0,6.767,500001.0,NEAR BAY +-122.14,37.45,48.0,2074.0,297.0,700.0,279.0,8.7051,500001.0,NEAR BAY +-122.15,37.45,52.0,568.0,91.0,219.0,75.0,6.1575,500001.0,NEAR BAY +-122.16,37.45,47.0,4234.0,,1808.0,1093.0,4.2297,425000.0,NEAR BAY +-122.16,37.45,19.0,2207.0,810.0,1304.0,775.0,2.1406,402500.0,NEAR BAY +-122.16,37.45,37.0,2926.0,874.0,1363.0,815.0,4.5987,356000.0,NEAR BAY +-122.16,37.44,34.0,2199.0,529.0,1193.0,532.0,4.2972,405900.0,NEAR BAY +-122.15,37.44,52.0,2063.0,320.0,774.0,309.0,7.2543,500001.0,NEAR BAY +-122.15,37.44,52.0,1400.0,217.0,522.0,227.0,4.9861,500001.0,NEAR BAY +-122.15,37.44,52.0,1945.0,293.0,708.0,275.0,6.1655,500001.0,NEAR BAY +-122.14,37.44,52.0,3117.0,468.0,1114.0,421.0,6.6756,500001.0,NEAR BAY +-122.14,37.43,52.0,1944.0,308.0,696.0,293.0,8.2664,500001.0,NEAR BAY +-122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,500001.0,NEAR BAY +-122.14,37.43,52.0,1383.0,227.0,551.0,249.0,6.5829,500001.0,NEAR BAY +-122.15,37.43,47.0,2600.0,490.0,1149.0,465.0,5.0203,476300.0,NEAR BAY +-122.15,37.42,44.0,3558.0,839.0,1779.0,832.0,3.9243,404800.0,NEAR BAY +-122.14,37.43,18.0,2060.0,563.0,1144.0,600.0,4.0686,378600.0,NEAR BAY +-122.15,37.43,20.0,11709.0,,7604.0,3589.0,1.9045,375000.0,NEAR BAY +-122.16,37.42,34.0,4448.0,610.0,2571.0,581.0,11.0492,500001.0,NEAR OCEAN +-122.15,37.41,15.0,2577.0,360.0,979.0,364.0,10.476,500001.0,NEAR BAY +-122.17,37.43,24.0,3924.0,1142.0,7174.0,950.0,4.0972,387500.0,NEAR OCEAN +-122.15,37.41,29.0,473.0,103.0,359.0,87.0,7.0309,475000.0,NEAR BAY +-122.18,37.41,21.0,1034.0,117.0,323.0,117.0,10.7237,500001.0,NEAR OCEAN +-122.13,37.39,27.0,3385.0,427.0,1248.0,409.0,12.0372,500001.0,NEAR BAY +-122.12,37.37,37.0,1446.0,181.0,549.0,190.0,10.7355,500001.0,NEAR BAY +-122.11,37.36,34.0,1575.0,183.0,511.0,180.0,13.1867,500001.0,NEAR BAY +-122.13,37.37,30.0,2139.0,260.0,742.0,242.0,11.806,500001.0,NEAR BAY +-122.14,37.38,26.0,2859.0,343.0,951.0,336.0,10.4277,500001.0,NEAR BAY +-122.1,37.36,32.0,1433.0,199.0,498.0,201.0,9.3586,500001.0,NEAR BAY +-122.1,37.36,35.0,2063.0,266.0,676.0,252.0,8.5294,500001.0,NEAR BAY +-122.09,37.35,37.0,1795.0,285.0,791.0,261.0,7.5794,500001.0,NEAR BAY +-122.09,37.35,30.0,1502.0,186.0,501.0,180.0,10.0259,500001.0,NEAR BAY +-122.14,37.36,23.0,11294.0,1377.0,3840.0,1367.0,12.1387,500001.0,NEAR BAY +-122.15,37.35,23.0,3814.0,485.0,1344.0,464.0,12.9792,500001.0,NEAR BAY +-122.11,37.31,7.0,189.0,26.0,84.0,29.0,13.8093,500001.0,<1H OCEAN +-122.12,37.29,11.0,436.0,70.0,212.0,75.0,8.6196,500001.0,<1H OCEAN +-122.12,37.28,21.0,349.0,64.0,149.0,56.0,5.8691,360000.0,<1H OCEAN +-122.08,37.24,21.0,427.0,63.0,182.0,70.0,11.3283,500001.0,<1H OCEAN +-122.01,37.18,37.0,3852.0,652.0,1534.0,567.0,5.8596,318700.0,<1H OCEAN +-121.98,37.16,42.0,2533.0,433.0,957.0,398.0,5.3468,279900.0,<1H OCEAN +-121.9,37.16,43.0,1529.0,311.0,570.0,250.0,5.2366,293300.0,<1H OCEAN +-121.93,37.13,37.0,1150.0,203.0,511.0,179.0,5.7415,398500.0,<1H OCEAN +-121.88,37.24,24.0,4420.0,996.0,2981.0,975.0,3.506,226400.0,<1H OCEAN +-121.9,37.24,24.0,7521.0,1364.0,3970.0,1318.0,4.4004,255800.0,<1H OCEAN +-121.86,37.22,18.0,7245.0,1029.0,2893.0,1049.0,6.9508,361200.0,<1H OCEAN +-121.86,37.23,24.0,4337.0,670.0,1936.0,652.0,5.8904,271400.0,<1H OCEAN +-121.85,37.22,21.0,6203.0,798.0,2494.0,800.0,7.7201,362700.0,<1H OCEAN +-121.89,37.21,14.0,5636.0,697.0,2281.0,680.0,8.4262,459200.0,<1H OCEAN +-121.84,37.18,6.0,9176.0,1201.0,3637.0,1138.0,8.3837,473400.0,<1H OCEAN +-121.87,37.22,17.0,2825.0,365.0,1052.0,345.0,8.0595,485000.0,<1H OCEAN +-121.87,37.22,26.0,1921.0,250.0,725.0,253.0,7.6933,405900.0,<1H OCEAN +-121.86,37.21,23.0,2552.0,305.0,916.0,316.0,9.1974,500001.0,<1H OCEAN +-121.87,37.21,18.0,1080.0,122.0,382.0,121.0,9.08,500001.0,<1H OCEAN +-121.83,37.23,7.0,5389.0,903.0,2232.0,825.0,6.6659,500001.0,<1H OCEAN +-121.8,37.19,45.0,1797.0,303.0,870.0,281.0,4.5417,434500.0,<1H OCEAN +-121.84,37.21,15.0,5468.0,676.0,2221.0,675.0,8.3792,418300.0,<1H OCEAN +-121.83,37.2,6.0,3694.0,574.0,1554.0,527.0,6.8333,348000.0,<1H OCEAN +-121.83,37.21,14.0,2714.0,361.0,1259.0,375.0,7.7738,387500.0,<1H OCEAN +-121.89,37.23,16.0,3574.0,466.0,1503.0,487.0,8.1988,355900.0,<1H OCEAN +-121.89,37.23,20.0,7754.0,976.0,3094.0,941.0,8.19,361600.0,<1H OCEAN +-121.88,37.24,14.0,7174.0,950.0,2782.0,899.0,8.3065,394200.0,<1H OCEAN +-121.87,37.23,19.0,7357.0,963.0,3018.0,981.0,6.9473,361400.0,<1H OCEAN +-121.87,37.27,16.0,3298.0,451.0,1542.0,423.0,6.7064,305600.0,<1H OCEAN +-121.87,37.27,25.0,1730.0,226.0,721.0,243.0,7.5845,279300.0,<1H OCEAN +-121.86,37.27,19.0,1852.0,268.0,866.0,272.0,5.6139,279500.0,<1H OCEAN +-121.87,37.27,18.0,3561.0,560.0,1753.0,553.0,5.0292,269400.0,<1H OCEAN +-121.86,37.27,17.0,4393.0,709.0,2292.0,692.0,5.6876,246500.0,<1H OCEAN +-121.77,37.23,15.0,4713.0,769.0,2519.0,778.0,5.6958,253800.0,<1H OCEAN +-121.77,37.22,16.0,1617.0,306.0,667.0,264.0,4.5221,191100.0,<1H OCEAN +-121.77,37.22,16.0,3992.0,540.0,2097.0,555.0,6.7287,299300.0,<1H OCEAN +-121.76,37.23,16.0,4274.0,715.0,2240.0,704.0,5.4218,233900.0,<1H OCEAN +-121.84,37.25,25.0,5939.0,989.0,3275.0,954.0,5.6488,234600.0,<1H OCEAN +-121.83,37.23,22.0,5507.0,841.0,2785.0,848.0,6.0889,245200.0,<1H OCEAN +-121.84,37.24,18.0,3574.0,504.0,1803.0,536.0,6.7836,274100.0,<1H OCEAN +-121.84,37.24,24.0,7991.0,1286.0,4017.0,1213.0,5.4741,238800.0,<1H OCEAN +-121.85,37.24,17.0,6425.0,1268.0,3934.0,1238.0,5.1228,237600.0,<1H OCEAN +-121.86,37.25,16.0,6958.0,1300.0,2965.0,1217.0,4.2885,262400.0,<1H OCEAN +-121.83,37.28,17.0,3057.0,606.0,2030.0,602.0,5.2166,230900.0,<1H OCEAN +-121.81,37.27,20.0,3244.0,520.0,1769.0,469.0,5.9214,224000.0,<1H OCEAN +-121.8,37.27,17.0,3912.0,737.0,2693.0,746.0,5.0772,221500.0,<1H OCEAN +-121.82,37.27,16.0,2030.0,321.0,1343.0,365.0,6.3566,279100.0,<1H OCEAN +-121.81,37.27,22.0,2996.0,695.0,2169.0,607.0,4.3438,209700.0,<1H OCEAN +-121.8,37.26,26.0,1394.0,238.0,990.0,315.0,4.8862,195000.0,<1H OCEAN +-121.8,37.26,18.0,3631.0,947.0,2357.0,757.0,2.875,184400.0,<1H OCEAN +-121.85,37.27,17.0,1957.0,261.0,863.0,269.0,7.3339,294200.0,<1H OCEAN +-121.84,37.27,9.0,3624.0,812.0,1856.0,721.0,4.2083,198400.0,<1H OCEAN +-121.84,37.27,17.0,2795.0,482.0,1904.0,506.0,5.0186,250800.0,<1H OCEAN +-121.83,37.27,8.0,4454.0,1058.0,2595.0,1027.0,4.5615,282600.0,<1H OCEAN +-121.84,37.27,16.0,2429.0,387.0,1293.0,363.0,5.5,253200.0,<1H OCEAN +-121.83,37.27,14.0,2855.0,380.0,1420.0,383.0,6.6712,311500.0,<1H OCEAN +-121.82,37.26,10.0,3030.0,574.0,1623.0,589.0,5.1356,218700.0,<1H OCEAN +-121.83,37.26,11.0,2394.0,403.0,1393.0,409.0,5.5875,259300.0,<1H OCEAN +-121.81,37.26,14.0,3379.0,683.0,1465.0,620.0,4.0547,236200.0,<1H OCEAN +-121.81,37.26,16.0,1911.0,327.0,1158.0,332.0,5.9359,249500.0,<1H OCEAN +-121.81,37.25,20.0,3398.0,771.0,1231.0,744.0,2.0288,350000.0,<1H OCEAN +-121.81,37.25,12.0,2070.0,587.0,1216.0,532.0,4.1926,244500.0,<1H OCEAN +-121.83,37.26,7.0,3609.0,751.0,1739.0,682.0,4.5033,213100.0,<1H OCEAN +-121.82,37.25,16.0,2650.0,600.0,1969.0,586.0,3.9461,194300.0,<1H OCEAN +-121.83,37.25,17.0,2332.0,637.0,1636.0,623.0,3.1932,123400.0,<1H OCEAN +-121.87,37.26,17.0,1051.0,172.0,446.0,173.0,5.6652,234500.0,<1H OCEAN +-121.86,37.26,16.0,2814.0,485.0,1305.0,465.0,5.5121,224100.0,<1H OCEAN +-121.87,37.26,24.0,2383.0,343.0,1146.0,341.0,5.6223,265700.0,<1H OCEAN +-121.85,37.26,16.0,1982.0,280.0,1030.0,297.0,6.4339,289200.0,<1H OCEAN +-121.85,37.26,16.0,2312.0,303.0,1158.0,295.0,7.4323,311800.0,<1H OCEAN +-121.85,37.26,16.0,1816.0,241.0,793.0,234.0,6.8194,291200.0,<1H OCEAN +-121.84,37.26,5.0,1808.0,340.0,825.0,339.0,5.0509,184800.0,<1H OCEAN +-121.83,37.26,15.0,3243.0,551.0,1752.0,551.0,5.5849,257400.0,<1H OCEAN +-121.84,37.25,17.0,2363.0,473.0,1369.0,442.0,4.8355,141600.0,<1H OCEAN +-121.87,37.25,4.0,2498.0,775.0,1213.0,631.0,3.7844,183900.0,<1H OCEAN +-121.85,37.25,20.0,3773.0,624.0,1965.0,607.0,5.4939,241200.0,<1H OCEAN +-121.83,37.24,23.0,2543.0,388.0,1297.0,385.0,5.9164,237400.0,<1H OCEAN +-121.81,37.24,21.0,3250.0,610.0,1978.0,568.0,4.5,234400.0,<1H OCEAN +-121.82,37.24,20.0,3671.0,567.0,1944.0,589.0,6.0538,241000.0,<1H OCEAN +-121.82,37.25,24.0,3344.0,531.0,1768.0,541.0,5.8305,245600.0,<1H OCEAN +-121.82,37.25,25.0,4021.0,634.0,2178.0,650.0,5.1663,241200.0,<1H OCEAN +-121.81,37.25,5.0,1975.0,520.0,861.0,440.0,4.4565,159000.0,<1H OCEAN +-121.81,37.25,25.0,4096.0,623.0,2128.0,618.0,6.2957,251800.0,<1H OCEAN +-121.82,37.23,23.0,4487.0,584.0,2024.0,580.0,7.5218,291500.0,<1H OCEAN +-121.82,37.23,25.0,2349.0,394.0,1266.0,383.0,4.9688,233100.0,<1H OCEAN +-121.81,37.23,16.0,1674.0,281.0,850.0,254.0,5.3157,253300.0,<1H OCEAN +-121.81,37.23,19.0,2635.0,427.0,1497.0,410.0,6.3178,248000.0,<1H OCEAN +-121.81,37.23,24.0,2413.0,369.0,1237.0,381.0,6.4328,257200.0,<1H OCEAN +-121.81,37.23,17.0,2319.0,324.0,1076.0,338.0,6.4664,278300.0,<1H OCEAN +-121.78,37.24,17.0,2123.0,341.0,1067.0,339.0,6.0062,262700.0,<1H OCEAN +-121.78,37.22,18.0,2127.0,387.0,1547.0,402.0,5.0958,217100.0,<1H OCEAN +-121.78,37.23,18.0,1747.0,317.0,1055.0,285.0,5.898,229100.0,<1H OCEAN +-121.79,37.23,16.0,2240.0,300.0,1221.0,305.0,6.0198,289600.0,<1H OCEAN +-121.79,37.23,17.0,2281.0,359.0,1226.0,394.0,5.4193,259500.0,<1H OCEAN +-121.8,37.23,18.0,3179.0,526.0,1663.0,507.0,5.9225,265800.0,<1H OCEAN +-121.8,37.23,18.0,2581.0,358.0,1284.0,377.0,6.7385,272400.0,<1H OCEAN +-121.8,37.27,10.0,3301.0,593.0,2190.0,575.0,6.223,260700.0,<1H OCEAN +-121.8,37.26,16.0,1868.0,285.0,995.0,284.0,5.9053,260500.0,<1H OCEAN +-121.76,37.26,17.0,250.0,52.0,141.0,51.0,4.6458,500001.0,<1H OCEAN +-121.77,37.24,12.0,10236.0,1878.0,5674.0,1816.0,4.747,261100.0,<1H OCEAN +-121.7,37.2,15.0,531.0,154.0,469.0,155.0,4.65,385700.0,<1H OCEAN +-121.74,37.19,11.0,1290.0,197.0,881.0,191.0,4.2039,500001.0,<1H OCEAN +-121.72,37.16,21.0,1062.0,179.0,631.0,185.0,4.7386,394100.0,<1H OCEAN +-121.75,37.11,18.0,3167.0,,1414.0,482.0,6.8773,467700.0,<1H OCEAN +-121.68,37.0,19.0,3754.0,588.0,1692.0,550.0,6.7644,412600.0,<1H OCEAN +-121.61,37.15,16.0,5498.0,729.0,2051.0,694.0,7.8601,416300.0,<1H OCEAN +-121.6,37.13,14.0,9483.0,1361.0,4108.0,1281.0,7.5,344500.0,<1H OCEAN +-121.64,37.15,13.0,4780.0,798.0,2795.0,764.0,6.1684,288100.0,<1H OCEAN +-121.64,37.14,14.0,5487.0,1024.0,2823.0,979.0,4.175,229800.0,<1H OCEAN +-121.63,37.12,17.0,1830.0,398.0,1110.0,388.0,2.4821,248200.0,<1H OCEAN +-121.69,37.14,12.0,4077.0,590.0,1618.0,540.0,5.2951,386200.0,<1H OCEAN +-121.66,37.13,20.0,4477.0,924.0,2656.0,871.0,3.8788,226900.0,<1H OCEAN +-121.65,37.12,14.0,4721.0,999.0,2648.0,888.0,3.6895,239300.0,<1H OCEAN +-121.66,37.11,19.0,3785.0,611.0,2198.0,610.0,5.1514,436700.0,<1H OCEAN +-121.65,37.11,14.0,6006.0,914.0,2915.0,898.0,5.9356,321700.0,<1H OCEAN +-121.63,37.1,14.0,5034.0,797.0,2124.0,790.0,4.9028,335000.0,<1H OCEAN +-121.67,37.13,19.0,3269.0,483.0,1383.0,452.0,5.6205,300800.0,<1H OCEAN +-121.56,37.08,17.0,6725.0,1051.0,3439.0,1027.0,6.4313,393100.0,<1H OCEAN +-121.61,37.06,21.0,5322.0,908.0,3011.0,895.0,5.5936,386800.0,<1H OCEAN +-121.6,37.09,24.0,1511.0,318.0,1052.0,292.0,3.625,350000.0,<1H OCEAN +-121.62,37.09,37.0,1593.0,303.0,1030.0,287.0,3.9306,260700.0,<1H OCEAN +-121.58,37.01,44.0,3192.0,565.0,1439.0,568.0,4.3693,234000.0,INLAND +-121.57,37.0,18.0,7241.0,1225.0,4168.0,1138.0,4.5714,260300.0,INLAND +-121.57,36.98,14.0,5231.0,817.0,2634.0,799.0,4.9702,279800.0,INLAND +-121.58,37.01,15.0,2873.0,547.0,1582.0,567.0,5.1519,264700.0,INLAND +-121.59,36.97,16.0,865.0,123.0,403.0,130.0,5.7396,308700.0,INLAND +-121.59,37.01,16.0,6637.0,1171.0,3575.0,1162.0,4.3227,251500.0,INLAND +-121.61,37.03,5.0,6529.0,1010.0,3071.0,977.0,5.6754,298500.0,<1H OCEAN +-121.58,37.03,16.0,3120.0,685.0,2383.0,681.0,3.5551,198600.0,INLAND +-121.58,37.02,27.0,2303.0,471.0,1447.0,467.0,3.2019,203600.0,INLAND +-121.59,37.02,14.0,6355.0,1279.0,3704.0,1224.0,4.4233,228600.0,INLAND +-121.57,37.02,17.0,2889.0,624.0,2681.0,608.0,2.9417,178000.0,INLAND +-121.57,37.01,44.0,1448.0,393.0,1066.0,357.0,2.0625,170300.0,INLAND +-121.56,37.0,20.0,3976.0,953.0,3866.0,950.0,2.5387,160100.0,INLAND +-121.54,36.99,27.0,2361.0,449.0,1782.0,397.0,3.2614,305000.0,INLAND +-121.51,37.02,19.0,2372.0,394.0,1142.0,365.0,4.0238,374600.0,INLAND +-121.74,37.35,34.0,440.0,90.0,217.0,93.0,5.2327,500001.0,<1H OCEAN +-121.55,37.37,39.0,759.0,141.0,252.0,106.0,3.6964,262500.0,INLAND +-121.59,37.19,52.0,220.0,32.0,55.0,26.0,15.0001,131300.0,<1H OCEAN +-121.37,37.06,25.0,474.0,92.0,300.0,104.0,3.8062,340900.0,INLAND +-122.03,37.18,10.0,212.0,38.0,78.0,21.0,6.0622,390000.0,<1H OCEAN +-121.96,37.13,26.0,50.0,5.0,17.0,4.0,15.0001,400000.0,<1H OCEAN +-121.98,37.14,37.0,74.0,19.0,63.0,17.0,9.5908,350000.0,<1H OCEAN +-122.0,37.0,16.0,32.0,4.0,36.0,5.0,2.625,137500.0,NEAR OCEAN +-122.01,36.99,29.0,227.0,45.0,112.0,41.0,6.4469,271400.0,NEAR OCEAN +-122.01,36.99,28.0,1321.0,240.0,652.0,239.0,4.9808,263100.0,NEAR OCEAN +-121.99,36.99,29.0,3119.0,507.0,1476.0,487.0,5.8123,281500.0,NEAR OCEAN +-121.99,36.98,40.0,1104.0,224.0,669.0,215.0,4.3409,256300.0,NEAR OCEAN +-122.0,36.98,43.0,1636.0,324.0,792.0,325.0,3.5562,239200.0,NEAR OCEAN +-122.01,36.99,41.0,2548.0,508.0,1290.0,488.0,3.6902,233000.0,NEAR OCEAN +-122.01,36.98,47.0,1250.0,249.0,607.0,234.0,4.0417,265300.0,NEAR OCEAN +-122.02,36.99,30.0,2156.0,487.0,1023.0,458.0,2.7875,245000.0,NEAR OCEAN +-122.02,36.98,21.0,1484.0,394.0,984.0,380.0,2.1734,187500.0,NEAR OCEAN +-122.02,36.98,44.0,1153.0,238.0,657.0,219.0,3.2368,212500.0,NEAR OCEAN +-122.04,36.98,35.0,2155.0,355.0,866.0,335.0,5.6188,404700.0,NEAR OCEAN +-122.04,36.98,33.0,797.0,125.0,385.0,133.0,6.7974,367600.0,NEAR OCEAN +-122.04,36.97,30.0,2695.0,424.0,1098.0,420.0,5.3972,362300.0,NEAR OCEAN +-122.06,37.0,14.0,1547.0,374.0,4731.0,348.0,2.4732,131300.0,NEAR OCEAN +-122.05,36.97,20.0,2428.0,473.0,1145.0,454.0,3.6797,263800.0,NEAR OCEAN +-122.05,36.97,16.0,3363.0,611.0,1603.0,556.0,4.2542,294100.0,NEAR OCEAN +-122.06,36.98,15.0,3385.0,669.0,1571.0,615.0,4.2254,320900.0,NEAR OCEAN +-122.04,36.98,51.0,1076.0,206.0,495.0,201.0,2.9286,258300.0,NEAR OCEAN +-122.04,36.97,45.0,1302.0,245.0,621.0,258.0,5.1806,266400.0,NEAR OCEAN +-122.04,36.97,52.0,1901.0,335.0,955.0,301.0,3.8259,253100.0,NEAR OCEAN +-122.04,36.97,49.0,792.0,136.0,331.0,137.0,5.2128,238600.0,NEAR OCEAN +-122.04,36.96,44.0,1294.0,269.0,645.0,259.0,3.2437,223900.0,NEAR OCEAN +-122.03,36.98,37.0,2817.0,716.0,1341.0,662.0,2.1553,255400.0,NEAR OCEAN +-122.01,36.98,47.0,2403.0,517.0,1144.0,455.0,2.5954,229400.0,NEAR OCEAN +-122.02,36.98,35.0,1053.0,263.0,552.0,237.0,2.7125,217500.0,NEAR OCEAN +-122.02,36.98,21.0,607.0,155.0,226.0,136.0,1.9063,166700.0,NEAR OCEAN +-122.02,36.97,29.0,2568.0,747.0,1743.0,659.0,1.9286,195300.0,NEAR OCEAN +-122.01,36.97,43.0,2162.0,509.0,1208.0,464.0,2.5417,260900.0,NEAR OCEAN +-122.01,36.97,52.0,920.0,202.0,525.0,264.0,2.9444,232800.0,NEAR OCEAN +-122.01,36.97,35.0,1605.0,392.0,743.0,382.0,2.5368,240000.0,NEAR OCEAN +-122.0,36.98,20.0,2502.0,454.0,981.0,399.0,4.3,275000.0,NEAR OCEAN +-122.01,36.98,27.0,2820.0,730.0,1511.0,745.0,2.589,242400.0,NEAR OCEAN +-122.0,36.97,30.0,1029.0,242.0,753.0,249.0,3.1205,240500.0,NEAR OCEAN +-122.0,36.93,51.0,1616.0,374.0,608.0,302.0,3.1932,400000.0,NEAR OCEAN +-122.01,36.95,52.0,1217.0,325.0,508.0,237.0,2.0547,326700.0,NEAR OCEAN +-122.03,36.97,51.0,924.0,232.0,488.0,228.0,2.1964,234400.0,NEAR OCEAN +-122.03,36.97,36.0,337.0,69.0,223.0,68.0,3.2404,225000.0,NEAR OCEAN +-122.03,36.97,52.0,403.0,72.0,200.0,73.0,1.6923,262500.0,NEAR OCEAN +-122.04,36.97,40.0,1193.0,227.0,570.0,204.0,4.4659,237500.0,NEAR OCEAN +-122.03,36.96,18.0,2677.0,785.0,1391.0,656.0,2.5067,232600.0,NEAR OCEAN +-122.02,36.97,44.0,594.0,169.0,325.0,139.0,1.1552,250000.0,NEAR OCEAN +-122.02,36.97,39.0,2124.0,661.0,1365.0,606.0,1.6642,281300.0,NEAR OCEAN +-122.02,36.96,52.0,775.0,305.0,1054.0,305.0,2.0172,112500.0,NEAR OCEAN +-122.03,36.96,40.0,584.0,126.0,316.0,139.0,3.5938,243500.0,NEAR OCEAN +-122.03,36.96,28.0,1607.0,421.0,926.0,385.0,2.425,216100.0,NEAR OCEAN +-122.04,36.96,32.0,1438.0,306.0,802.0,293.0,4.1964,202000.0,NEAR OCEAN +-122.04,36.96,42.0,538.0,107.0,200.0,104.0,2.1667,196400.0,NEAR OCEAN +-122.04,36.96,42.0,1149.0,264.0,703.0,232.0,2.5865,206400.0,NEAR OCEAN +-122.03,36.96,32.0,2182.0,406.0,1122.0,370.0,3.52,284200.0,NEAR OCEAN +-122.04,36.95,36.0,1862.0,364.0,1080.0,364.0,4.4567,263800.0,NEAR OCEAN +-122.01,36.91,19.0,691.0,191.0,324.0,167.0,3.1312,388500.0,NEAR OCEAN +-122.05,36.96,30.0,971.0,185.0,644.0,173.0,4.2045,226500.0,NEAR OCEAN +-122.06,36.96,52.0,65.0,17.0,24.0,10.0,4.5,258300.0,NEAR OCEAN +-122.05,36.87,18.0,2232.0,440.0,1091.0,458.0,3.8269,276000.0,NEAR OCEAN +-122.04,36.95,27.0,1987.0,374.0,961.0,343.0,3.9667,265800.0,NEAR OCEAN +-122.04,37.0,52.0,3365.0,644.0,796.0,333.0,2.9712,116600.0,NEAR OCEAN +-121.75,36.91,32.0,1461.0,422.0,1494.0,416.0,2.8056,173200.0,<1H OCEAN +-121.74,36.92,29.0,1210.0,281.0,863.0,262.0,3.1062,156000.0,<1H OCEAN +-121.74,36.92,17.0,2648.0,589.0,1193.0,540.0,2.4461,151700.0,<1H OCEAN +-121.74,36.92,14.0,3355.0,695.0,1350.0,697.0,2.6506,164600.0,<1H OCEAN +-121.75,36.93,24.0,4026.0,881.0,2264.0,863.0,3.1327,218100.0,<1H OCEAN +-121.75,36.92,48.0,1801.0,353.0,1071.0,361.0,3.6,194500.0,<1H OCEAN +-121.75,36.92,46.0,1362.0,321.0,1068.0,305.0,2.4615,177800.0,<1H OCEAN +-121.76,36.92,36.0,2096.0,409.0,1454.0,394.0,3.2216,238300.0,<1H OCEAN +-121.76,36.92,46.0,947.0,257.0,1120.0,264.0,3.4125,160700.0,<1H OCEAN +-121.75,36.91,52.0,1211.0,447.0,1102.0,392.0,1.6875,161400.0,<1H OCEAN +-121.76,36.91,23.0,1276.0,437.0,1359.0,376.0,1.9609,155000.0,<1H OCEAN +-121.75,36.91,42.0,1368.0,468.0,2312.0,484.0,2.5599,151400.0,<1H OCEAN +-121.77,36.91,8.0,2715.0,750.0,2580.0,718.0,2.8348,162000.0,<1H OCEAN +-121.76,36.9,44.0,919.0,309.0,1321.0,301.0,2.0775,121400.0,<1H OCEAN +-121.77,36.93,20.0,2587.0,547.0,1534.0,540.0,2.4375,190400.0,<1H OCEAN +-121.77,36.93,24.0,1943.0,447.0,1844.0,461.0,3.0192,184300.0,<1H OCEAN +-121.77,36.93,33.0,1406.0,317.0,1075.0,301.0,3.2813,190000.0,<1H OCEAN +-121.76,36.92,20.0,2687.0,637.0,2154.0,610.0,2.6434,169700.0,<1H OCEAN +-121.77,36.92,9.0,4934.0,1112.0,3198.0,977.0,3.5,194800.0,<1H OCEAN +-121.79,36.93,19.0,2512.0,509.0,1856.0,537.0,3.1815,189100.0,<1H OCEAN +-121.78,36.92,19.0,1515.0,253.0,975.0,266.0,4.3906,241200.0,<1H OCEAN +-121.78,36.93,21.0,2794.0,662.0,2236.0,565.0,2.4053,178400.0,<1H OCEAN +-121.77,36.94,18.0,1063.0,341.0,1033.0,313.0,2.0192,171300.0,<1H OCEAN +-121.79,36.95,34.0,2152.0,430.0,1516.0,386.0,3.7863,192200.0,<1H OCEAN +-121.8,36.94,29.0,2377.0,476.0,1669.0,499.0,2.8214,190100.0,<1H OCEAN +-122.25,37.08,20.0,1201.0,282.0,601.0,234.0,2.5556,177500.0,NEAR OCEAN +-122.14,37.08,18.0,2420.0,439.0,1278.0,416.0,5.2101,334000.0,NEAR OCEAN +-122.11,37.05,18.0,3337.0,549.0,1449.0,519.0,5.1412,315800.0,NEAR OCEAN +-122.13,36.97,27.0,991.0,194.0,543.0,155.0,4.7188,350000.0,NEAR OCEAN +-122.07,37.13,26.0,1127.0,199.0,543.0,199.0,4.9792,240000.0,NEAR OCEAN +-122.09,37.09,46.0,695.0,136.0,408.0,148.0,3.9408,222600.0,NEAR OCEAN +-122.09,37.11,32.0,2637.0,489.0,1031.0,410.0,3.6474,231600.0,NEAR OCEAN +-122.12,37.09,36.0,1397.0,289.0,661.0,243.0,4.125,239600.0,NEAR OCEAN +-122.09,37.07,33.0,3581.0,734.0,1780.0,663.0,4.3429,214300.0,NEAR OCEAN +-122.08,37.08,35.0,1541.0,297.0,791.0,277.0,4.425,204800.0,NEAR OCEAN +-122.16,37.17,35.0,6422.0,1380.0,2755.0,1064.0,5.0165,202300.0,NEAR OCEAN +-122.12,37.12,51.0,2419.0,485.0,1078.0,435.0,2.7933,206900.0,NEAR OCEAN +-122.18,37.15,17.0,1457.0,289.0,591.0,235.0,5.5785,284100.0,NEAR OCEAN +-122.12,37.16,32.0,1602.0,317.0,752.0,275.0,5.1664,185100.0,NEAR OCEAN +-122.1,37.19,18.0,808.0,136.0,420.0,145.0,7.1831,273300.0,NEAR OCEAN +-122.08,37.15,23.0,506.0,96.0,264.0,89.0,7.1366,273900.0,NEAR OCEAN +-122.11,37.11,46.0,1993.0,404.0,850.0,327.0,5.208,206800.0,NEAR OCEAN +-122.11,37.14,29.0,3201.0,640.0,1722.0,570.0,4.4597,204100.0,NEAR OCEAN +-122.13,37.15,39.0,2854.0,613.0,1338.0,518.0,3.9423,180300.0,NEAR OCEAN +-122.09,37.21,15.0,1969.0,332.0,822.0,324.0,7.8774,394900.0,<1H OCEAN +-122.0,37.12,17.0,4413.0,672.0,1674.0,608.0,6.9772,383300.0,<1H OCEAN +-122.04,37.12,30.0,1427.0,311.0,686.0,251.0,4.0781,154500.0,NEAR OCEAN +-122.02,37.11,36.0,2066.0,401.0,942.0,344.0,5.2417,196400.0,NEAR OCEAN +-122.05,37.11,39.0,1065.0,248.0,497.0,208.0,4.5972,146300.0,NEAR OCEAN +-122.07,37.08,21.0,5639.0,894.0,2670.0,871.0,6.0809,270000.0,NEAR OCEAN +-122.05,37.05,41.0,2422.0,502.0,915.0,366.0,4.1679,201300.0,NEAR OCEAN +-122.07,37.06,31.0,1634.0,370.0,939.0,332.0,3.8625,232300.0,NEAR OCEAN +-122.08,37.04,34.0,2800.0,577.0,1353.0,512.0,4.1161,220900.0,NEAR OCEAN +-122.08,37.03,36.0,4682.0,899.0,2143.0,832.0,4.5096,203700.0,NEAR OCEAN +-122.04,37.04,17.0,4977.0,994.0,1987.0,947.0,3.8854,312300.0,NEAR OCEAN +-122.03,37.03,21.0,4650.0,733.0,2014.0,704.0,5.6233,322000.0,NEAR OCEAN +-122.02,37.01,20.0,1005.0,138.0,345.0,129.0,10.0968,500001.0,NEAR OCEAN +-122.03,37.0,30.0,2077.0,342.0,816.0,328.0,5.2078,440500.0,NEAR OCEAN +-122.04,37.08,20.0,467.0,95.0,229.0,86.0,4.8,261500.0,NEAR OCEAN +-122.02,37.09,35.0,1818.0,368.0,682.0,254.0,4.8611,240000.0,NEAR OCEAN +-122.03,37.05,12.0,2010.0,422.0,784.0,407.0,3.9728,190900.0,NEAR OCEAN +-122.01,37.06,19.0,4113.0,767.0,2006.0,732.0,5.1121,308100.0,NEAR OCEAN +-122.0,37.08,17.0,4154.0,739.0,2149.0,693.0,5.5919,373400.0,NEAR OCEAN +-121.95,37.11,21.0,2387.0,357.0,913.0,341.0,7.736,397700.0,<1H OCEAN +-121.96,37.1,20.0,922.0,155.0,361.0,135.0,6.3617,331500.0,<1H OCEAN +-121.87,37.1,20.0,1918.0,304.0,798.0,302.0,7.5755,402300.0,<1H OCEAN +-121.9,37.1,23.0,1708.0,287.0,670.0,238.0,6.4517,356600.0,<1H OCEAN +-121.93,37.04,36.0,1522.0,230.0,677.0,206.0,5.8642,363500.0,<1H OCEAN +-121.96,37.03,17.0,1343.0,203.0,511.0,185.0,4.625,386400.0,NEAR OCEAN +-121.93,37.05,14.0,679.0,108.0,306.0,113.0,6.4214,340600.0,<1H OCEAN +-121.96,37.06,16.0,1321.0,224.0,650.0,206.0,6.3258,390000.0,NEAR OCEAN +-121.99,37.05,19.0,2023.0,392.0,955.0,328.0,5.2486,353000.0,NEAR OCEAN +-122.0,37.06,20.0,2403.0,376.0,1149.0,369.0,6.0621,304400.0,NEAR OCEAN +-122.01,37.03,21.0,5904.0,956.0,2616.0,916.0,5.9039,355300.0,NEAR OCEAN +-121.97,37.01,21.0,2073.0,357.0,1044.0,351.0,4.5682,371600.0,NEAR OCEAN +-121.98,36.99,14.0,6787.0,1454.0,3416.0,1357.0,3.5943,262400.0,NEAR OCEAN +-121.97,37.0,25.0,990.0,166.0,522.0,185.0,4.8269,272900.0,NEAR OCEAN +-121.98,36.98,29.0,2681.0,632.0,1652.0,620.0,3.075,215800.0,NEAR OCEAN +-121.99,36.99,16.0,1592.0,369.0,1039.0,351.0,3.6364,207000.0,NEAR OCEAN +-121.99,36.98,25.0,2113.0,422.0,1365.0,439.0,4.6484,234600.0,NEAR OCEAN +-121.99,36.98,19.0,5613.0,1321.0,3018.0,1268.0,3.1914,215600.0,NEAR OCEAN +-121.98,36.97,21.0,3349.0,737.0,1952.0,718.0,3.7273,251900.0,NEAR OCEAN +-121.98,36.96,20.0,3495.0,818.0,2186.0,772.0,3.1167,258300.0,NEAR OCEAN +-121.99,36.97,15.0,3044.0,786.0,1306.0,693.0,2.1771,213200.0,NEAR OCEAN +-122.0,36.97,39.0,2702.0,646.0,1136.0,491.0,2.8941,256700.0,NEAR OCEAN +-121.99,36.96,42.0,1275.0,272.0,451.0,200.0,4.7321,422400.0,NEAR OCEAN +-121.99,36.96,16.0,875.0,201.0,300.0,157.0,2.625,377300.0,NEAR OCEAN +-121.96,36.88,37.0,2846.0,553.0,939.0,433.0,4.7468,294400.0,NEAR OCEAN +-121.97,36.97,24.0,3665.0,870.0,1954.0,833.0,2.8036,228500.0,NEAR OCEAN +-121.97,36.96,27.0,4001.0,999.0,1808.0,945.0,2.561,234600.0,NEAR OCEAN +-121.98,36.96,31.0,3209.0,723.0,1489.0,692.0,3.6619,245100.0,NEAR OCEAN +-121.96,36.98,16.0,4907.0,1117.0,2265.0,1048.0,2.6757,229200.0,NEAR OCEAN +-121.97,36.98,17.0,2813.0,497.0,1337.0,477.0,3.7083,252400.0,NEAR OCEAN +-121.97,36.97,15.0,2849.0,668.0,1546.0,582.0,2.7587,228600.0,NEAR OCEAN +-121.96,36.97,23.0,4324.0,1034.0,1844.0,875.0,3.0777,263800.0,NEAR OCEAN +-121.94,36.98,24.0,3010.0,562.0,1360.0,504.0,4.2006,290700.0,NEAR OCEAN +-121.94,36.98,21.0,3520.0,831.0,1486.0,753.0,3.0905,264300.0,NEAR OCEAN +-121.95,36.98,34.0,3745.0,958.0,1622.0,802.0,3.1546,261200.0,NEAR OCEAN +-121.94,36.97,31.0,1738.0,422.0,746.0,355.0,2.5172,330800.0,NEAR OCEAN +-121.93,36.99,19.0,6356.0,1100.0,2954.0,1070.0,4.7325,283500.0,NEAR OCEAN +-121.94,37.0,32.0,2210.0,426.0,1082.0,396.0,4.1587,315200.0,NEAR OCEAN +-121.96,37.0,20.0,3847.0,727.0,1725.0,737.0,3.3447,305200.0,NEAR OCEAN +-121.96,36.99,23.0,3209.0,748.0,1423.0,666.0,2.7375,238000.0,NEAR OCEAN +-121.94,36.99,11.0,4571.0,924.0,2004.0,847.0,4.2898,221700.0,NEAR OCEAN +-121.86,37.0,16.0,8638.0,1392.0,3706.0,1251.0,5.503,351800.0,<1H OCEAN +-121.91,36.99,23.0,5675.0,964.0,2197.0,880.0,4.8693,322300.0,NEAR OCEAN +-121.91,36.98,16.0,1957.0,408.0,865.0,369.0,2.6875,233300.0,NEAR OCEAN +-121.88,36.98,21.0,4117.0,752.0,2001.0,763.0,4.8953,289500.0,NEAR OCEAN +-121.91,36.97,19.0,4920.0,1092.0,1807.0,922.0,3.5112,231900.0,NEAR OCEAN +-121.92,36.95,29.0,3457.0,699.0,1327.0,563.0,3.6597,252300.0,NEAR OCEAN +-121.88,36.96,18.0,4910.0,817.0,1971.0,773.0,5.8325,308800.0,NEAR OCEAN +-121.9,36.97,21.0,3707.0,751.0,1420.0,608.0,4.4485,295200.0,NEAR OCEAN +-121.88,36.96,18.0,6355.0,1100.0,2304.0,972.0,6.0281,321100.0,NEAR OCEAN +-121.9,36.93,22.0,7281.0,1233.0,1849.0,832.0,5.3276,335500.0,NEAR OCEAN +-121.87,36.95,7.0,3703.0,679.0,1375.0,608.0,4.9219,368400.0,NEAR OCEAN +-121.84,36.94,29.0,4921.0,967.0,2319.0,823.0,4.9517,307900.0,NEAR OCEAN +-121.89,36.89,18.0,2774.0,492.0,1283.0,353.0,5.368,352000.0,NEAR OCEAN +-121.91,36.85,22.0,2442.0,624.0,1301.0,290.0,3.1563,300000.0,NEAR OCEAN +-121.82,36.86,17.0,1573.0,272.0,142.0,55.0,2.1719,420000.0,NEAR OCEAN +-121.79,37.0,28.0,2715.0,451.0,1154.0,386.0,4.8021,290400.0,<1H OCEAN +-121.83,36.98,19.0,4431.0,705.0,1764.0,679.0,4.3321,298600.0,<1H OCEAN +-121.82,36.95,16.0,2599.0,430.0,1417.0,445.0,4.6611,349300.0,<1H OCEAN +-121.83,37.02,22.0,1903.0,350.0,760.0,322.0,2.9559,288400.0,<1H OCEAN +-121.76,37.0,21.0,1416.0,269.0,779.0,200.0,3.1987,279800.0,<1H OCEAN +-121.79,37.03,18.0,943.0,213.0,544.0,179.0,3.934,228600.0,<1H OCEAN +-121.69,36.96,23.0,1229.0,254.0,687.0,232.0,5.1433,305600.0,<1H OCEAN +-121.75,36.96,19.0,3461.0,634.0,2790.0,607.0,4.7569,190800.0,<1H OCEAN +-121.75,36.95,27.0,1580.0,303.0,1066.0,306.0,4.7071,202700.0,<1H OCEAN +-121.77,36.96,20.0,4228.0,816.0,2389.0,844.0,3.525,229100.0,<1H OCEAN +-121.73,36.93,29.0,2931.0,535.0,1954.0,506.0,3.2917,224700.0,<1H OCEAN +-121.67,36.93,22.0,569.0,132.0,542.0,125.0,2.1875,187500.0,<1H OCEAN +-122.39,40.59,26.0,1279.0,438.0,1276.0,420.0,1.2404,81300.0,INLAND +-122.39,40.58,44.0,1625.0,392.0,944.0,347.0,1.5972,68900.0,INLAND +-122.37,40.58,25.0,2054.0,495.0,835.0,475.0,2.1538,76900.0,INLAND +-122.38,40.58,34.0,1262.0,267.0,520.0,259.0,1.6983,72600.0,INLAND +-122.38,40.58,36.0,1808.0,384.0,807.0,383.0,1.8375,74800.0,INLAND +-122.36,40.58,17.0,1220.0,275.0,800.0,261.0,1.9181,118800.0,INLAND +-122.34,40.58,7.0,4843.0,992.0,2223.0,932.0,3.0549,101700.0,INLAND +-122.35,40.57,22.0,589.0,97.0,338.0,107.0,3.2639,87500.0,INLAND +-122.34,40.57,24.0,1610.0,307.0,748.0,307.0,2.6591,82800.0,INLAND +-122.38,40.57,43.0,2251.0,542.0,1479.0,512.0,1.5676,58200.0,INLAND +-122.38,40.56,23.0,2281.0,408.0,1164.0,420.0,3.5347,101200.0,INLAND +-122.38,40.54,36.0,1216.0,240.0,647.0,228.0,2.6944,75300.0,INLAND +-122.37,40.54,28.0,2213.0,390.0,1096.0,378.0,3.6923,86900.0,INLAND +-122.4,40.58,40.0,3895.0,929.0,1782.0,910.0,1.3329,78200.0,INLAND +-122.41,40.58,35.0,2072.0,385.0,1029.0,375.0,2.8512,75600.0,INLAND +-122.4,40.58,43.0,1455.0,300.0,747.0,279.0,2.7857,104200.0,INLAND +-122.39,40.57,38.0,855.0,172.0,468.0,150.0,1.4091,84400.0,INLAND +-122.42,40.59,24.0,5045.0,972.0,2220.0,979.0,2.6792,138900.0,INLAND +-122.45,40.61,17.0,785.0,155.0,417.0,136.0,2.3289,58200.0,INLAND +-122.45,40.56,17.0,1712.0,307.0,963.0,329.0,3.9375,148700.0,INLAND +-122.42,40.57,10.0,7949.0,1309.0,3176.0,1163.0,4.1099,120100.0,INLAND +-122.4,40.57,23.0,1321.0,259.0,749.0,222.0,1.655,90100.0,INLAND +-122.4,40.62,9.0,4794.0,889.0,2162.0,865.0,3.1439,103100.0,INLAND +-122.42,40.6,5.0,2614.0,433.0,1275.0,411.0,3.4464,122900.0,INLAND +-122.39,40.6,22.0,2195.0,489.0,1021.0,460.0,1.4125,66500.0,INLAND +-122.38,40.61,14.0,4773.0,1133.0,2101.0,1072.0,1.7227,105000.0,INLAND +-122.37,40.6,7.0,5178.0,1336.0,2557.0,1283.0,2.4079,111400.0,INLAND +-122.39,40.64,13.0,3604.0,704.0,1598.0,670.0,2.4141,78700.0,INLAND +-122.36,40.62,11.0,3896.0,886.0,1902.0,843.0,2.2905,94200.0,INLAND +-122.34,40.63,10.0,2183.0,369.0,1061.0,325.0,3.6853,151600.0,INLAND +-122.33,40.6,5.0,6383.0,1206.0,2965.0,1141.0,3.8103,111100.0,INLAND +-122.32,40.58,2.0,1937.0,350.0,756.0,274.0,3.0,114200.0,INLAND +-122.3,40.58,19.0,1043.0,204.0,505.0,183.0,1.6033,98800.0,INLAND +-122.36,40.56,20.0,3592.0,868.0,1865.0,781.0,2.0258,64800.0,INLAND +-122.37,40.55,26.0,1435.0,234.0,544.0,232.0,2.6705,136700.0,INLAND +-122.36,40.55,21.0,2500.0,466.0,1428.0,502.0,2.6513,113300.0,INLAND +-122.46,40.52,13.0,2085.0,322.0,1077.0,333.0,5.2149,146500.0,INLAND +-122.41,40.55,19.0,3753.0,761.0,1952.0,738.0,3.0954,86500.0,INLAND +-122.41,40.53,28.0,1127.0,245.0,538.0,208.0,2.037,72000.0,INLAND +-122.39,40.53,28.0,1427.0,304.0,692.0,285.0,2.125,80800.0,INLAND +-122.39,40.52,24.0,2068.0,346.0,951.0,332.0,3.9306,85900.0,INLAND +-122.4,40.51,20.0,1750.0,352.0,834.0,340.0,2.485,100600.0,INLAND +-122.37,40.52,18.0,4547.0,774.0,2269.0,766.0,3.7896,98100.0,INLAND +-122.35,40.56,16.0,2801.0,614.0,1695.0,563.0,1.9,81600.0,INLAND +-122.35,40.56,12.0,3900.0,863.0,2145.0,864.0,1.9881,85200.0,INLAND +-122.35,40.54,17.0,2280.0,453.0,976.0,434.0,2.71,97800.0,INLAND +-122.36,40.57,31.0,431.0,90.0,231.0,78.0,2.184,77300.0,INLAND +-122.35,40.57,18.0,2226.0,490.0,859.0,451.0,1.6821,69400.0,INLAND +-122.34,40.57,26.0,2187.0,472.0,1339.0,463.0,2.0395,67900.0,INLAND +-122.33,40.57,16.0,2777.0,503.0,1432.0,500.0,2.5592,75900.0,INLAND +-122.32,40.57,15.0,2524.0,449.0,1374.0,467.0,3.3816,93800.0,INLAND +-122.31,40.55,11.0,13714.0,2302.0,6511.0,2267.0,3.5522,100100.0,INLAND +-122.34,40.51,16.0,2247.0,502.0,1206.0,463.0,1.9946,119200.0,INLAND +-122.33,40.52,23.0,2801.0,507.0,1318.0,454.0,3.5081,116700.0,INLAND +-122.31,40.49,18.0,4026.0,718.0,1731.0,705.0,3.35,118400.0,INLAND +-122.28,40.5,21.0,2405.0,476.0,1197.0,412.0,2.6488,83100.0,INLAND +-122.4,40.71,22.0,2390.0,484.0,1131.0,452.0,2.1458,84700.0,INLAND +-122.43,40.66,15.0,2532.0,458.0,1183.0,450.0,2.5417,92200.0,INLAND +-122.42,40.63,23.0,2248.0,489.0,1132.0,444.0,1.6429,80400.0,INLAND +-122.38,40.69,21.0,1774.0,370.0,875.0,354.0,1.7422,61500.0,INLAND +-122.36,40.69,32.0,3611.0,772.0,2060.0,759.0,1.7427,60600.0,INLAND +-122.35,40.68,36.0,1822.0,449.0,930.0,399.0,1.3801,56600.0,INLAND +-122.36,40.68,28.0,1745.0,379.0,1011.0,370.0,2.0391,59800.0,INLAND +-122.38,40.67,10.0,2281.0,444.0,1274.0,438.0,2.212,65600.0,INLAND +-122.36,40.66,17.0,2786.0,559.0,1528.0,517.0,2.0119,75800.0,INLAND +-122.31,40.65,11.0,3664.0,647.0,1686.0,613.0,2.9338,141600.0,INLAND +-122.25,40.6,16.0,2753.0,494.0,1414.0,459.0,3.8323,128300.0,INLAND +-122.23,40.63,16.0,1141.0,220.0,563.0,200.0,2.3287,130700.0,INLAND +-122.25,40.66,15.0,2771.0,546.0,1423.0,505.0,3.6413,108500.0,INLAND +-122.32,40.71,18.0,2879.0,578.0,1399.0,586.0,2.4036,105400.0,INLAND +-122.31,40.75,18.0,1411.0,330.0,494.0,227.0,1.4911,75800.0,INLAND +-122.27,40.53,17.0,2255.0,416.0,1171.0,411.0,2.875,129800.0,INLAND +-122.26,40.58,14.0,2539.0,466.0,1271.0,438.0,3.9762,138500.0,INLAND +-122.23,40.57,18.0,1633.0,243.0,750.0,252.0,5.1585,150800.0,INLAND +-122.24,40.51,23.0,2216.0,378.0,1006.0,338.0,4.559,116800.0,INLAND +-122.31,40.45,10.0,1187.0,236.0,728.0,248.0,2.0469,66800.0,INLAND +-122.31,40.45,25.0,2596.0,557.0,1536.0,549.0,2.0221,60400.0,INLAND +-122.29,40.44,30.0,1270.0,365.0,840.0,324.0,1.3904,48100.0,INLAND +-122.29,40.43,21.0,2842.0,640.0,1658.0,608.0,1.9943,59800.0,INLAND +-122.29,40.47,20.0,2858.0,612.0,1422.0,589.0,1.9657,63000.0,INLAND +-122.31,40.47,26.0,2723.0,551.0,1326.0,547.0,2.3594,66000.0,INLAND +-122.3,40.45,32.0,1286.0,271.0,694.0,236.0,1.6579,68500.0,INLAND +-122.27,40.46,14.0,2633.0,530.0,1324.0,513.0,2.2768,78600.0,INLAND +-122.24,40.45,27.0,1804.0,321.0,782.0,300.0,3.5978,80600.0,INLAND +-122.25,40.42,17.0,1429.0,265.0,692.0,245.0,2.8611,98700.0,INLAND +-122.23,40.4,18.0,2102.0,377.0,1059.0,384.0,3.0556,95500.0,INLAND +-122.27,40.39,26.0,1833.0,422.0,939.0,408.0,1.3571,59000.0,INLAND +-122.29,40.39,17.0,1682.0,332.0,887.0,316.0,1.8438,76400.0,INLAND +-122.33,40.48,26.0,695.0,126.0,319.0,124.0,3.2788,101600.0,INLAND +-122.33,40.47,30.0,2502.0,523.0,1296.0,481.0,2.125,66100.0,INLAND +-122.36,40.48,21.0,2333.0,514.0,1308.0,509.0,2.0899,74800.0,INLAND +-122.37,40.45,18.0,1748.0,337.0,921.0,327.0,3.3315,85400.0,INLAND +-122.42,40.44,16.0,994.0,,495.0,181.0,2.1875,76400.0,INLAND +-122.43,40.47,16.0,3552.0,704.0,1801.0,658.0,2.1496,97700.0,INLAND +-122.45,40.46,16.0,2734.0,501.0,1413.0,484.0,2.8085,105700.0,INLAND +-122.37,40.39,12.0,3783.0,702.0,1970.0,639.0,3.3005,98500.0,INLAND +-122.32,40.42,17.0,3019.0,578.0,1538.0,545.0,2.793,76500.0,INLAND +-122.56,40.75,20.0,1182.0,250.0,512.0,210.0,1.7935,74500.0,INLAND +-122.57,40.61,27.0,1540.0,315.0,883.0,321.0,2.8036,93400.0,INLAND +-122.66,40.52,13.0,3013.0,486.0,1361.0,515.0,4.5357,171200.0,INLAND +-122.76,40.4,22.0,2153.0,461.0,903.0,314.0,2.125,123200.0,INLAND +-122.34,41.06,33.0,2149.0,498.0,631.0,273.0,1.8816,65800.0,INLAND +-122.31,40.89,18.0,754.0,161.0,247.0,107.0,2.2583,78800.0,INLAND +-122.45,40.85,20.0,2701.0,573.0,892.0,358.0,2.7736,107800.0,INLAND +-122.07,40.95,14.0,2721.0,627.0,1356.0,468.0,3.0299,73200.0,INLAND +-121.89,40.97,26.0,1183.0,276.0,513.0,206.0,2.225,52000.0,INLAND +-121.86,40.77,17.0,2816.0,639.0,1027.0,406.0,2.503,65600.0,INLAND +-121.83,40.69,14.0,821.0,170.0,477.0,129.0,3.15,87500.0,INLAND +-122.08,40.64,14.0,3099.0,519.0,1447.0,494.0,4.0132,141200.0,INLAND +-122.06,40.55,17.0,3057.0,577.0,1497.0,556.0,3.5189,101000.0,INLAND +-121.92,40.52,13.0,4581.0,881.0,1799.0,734.0,2.2993,99500.0,INLAND +-121.67,40.61,8.0,2411.0,463.0,786.0,297.0,2.1513,80400.0,INLAND +-121.55,40.48,14.0,2413.0,524.0,805.0,329.0,2.7857,77400.0,INLAND +-121.64,40.9,24.0,2237.0,434.0,834.0,318.0,1.7538,90300.0,INLAND +-121.67,40.87,31.0,1581.0,299.0,776.0,287.0,2.9063,77800.0,INLAND +-121.65,40.88,15.0,2909.0,549.0,1537.0,522.0,3.0179,61300.0,INLAND +-121.67,40.89,17.0,2548.0,537.0,1118.0,461.0,2.267,57800.0,INLAND +-121.63,40.92,23.0,1922.0,411.0,872.0,350.0,2.2337,64500.0,INLAND +-121.41,40.82,16.0,2668.0,516.0,915.0,362.0,2.3393,90300.0,INLAND +-121.47,41.12,22.0,2737.0,512.0,1168.0,442.0,2.83,88700.0,INLAND +-121.45,41.04,33.0,2029.0,378.0,936.0,343.0,2.67,77500.0,INLAND +-120.08,39.61,32.0,1404.0,247.0,544.0,201.0,2.7778,72900.0,INLAND +-120.23,39.56,14.0,1781.0,346.0,734.0,287.0,2.46,93000.0,INLAND +-120.48,39.66,32.0,1516.0,289.0,304.0,131.0,1.8839,71000.0,INLAND +-120.24,39.67,40.0,690.0,129.0,305.0,110.0,2.3625,62500.0,INLAND +-120.73,39.63,17.0,1791.0,356.0,432.0,190.0,3.8826,92400.0,INLAND +-120.24,39.67,52.0,296.0,63.0,143.0,56.0,3.625,68600.0,INLAND +-120.92,39.56,48.0,1276.0,292.0,358.0,145.0,1.875,66600.0,INLAND +-120.51,39.52,26.0,2286.0,444.0,498.0,216.0,2.065,96100.0,INLAND +-121.62,41.78,40.0,3272.0,663.0,1467.0,553.0,1.7885,43500.0,INLAND +-121.93,41.86,28.0,4225.0,835.0,1908.0,686.0,1.74,44000.0,INLAND +-122.33,41.86,19.0,3599.0,695.0,1572.0,601.0,2.234,58600.0,INLAND +-122.53,41.81,21.0,2400.0,485.0,1109.0,443.0,1.7639,55400.0,INLAND +-122.26,41.66,17.0,1885.0,350.0,953.0,328.0,2.1607,61400.0,INLAND +-122.64,41.95,18.0,1867.0,424.0,802.0,314.0,1.8242,53500.0,INLAND +-123.26,41.86,25.0,2344.0,532.0,1117.0,424.0,2.7222,64600.0,INLAND +-123.38,41.8,25.0,1941.0,477.0,1000.0,390.0,2.2976,54400.0,INLAND +-123.41,41.6,23.0,1654.0,369.0,669.0,273.0,1.965,65400.0,INLAND +-122.92,41.7,23.0,4017.0,792.0,1634.0,619.0,2.3571,62000.0,INLAND +-122.56,41.69,21.0,2010.0,360.0,947.0,306.0,2.4107,70100.0,INLAND +-122.61,41.74,15.0,4206.0,922.0,1863.0,869.0,2.0591,55700.0,INLAND +-122.64,41.74,33.0,2644.0,459.0,1113.0,483.0,3.3095,81300.0,INLAND +-122.64,41.73,36.0,3319.0,664.0,1492.0,631.0,1.8694,71200.0,INLAND +-122.64,41.73,50.0,1525.0,308.0,661.0,285.0,2.2206,63200.0,INLAND +-122.65,41.72,15.0,3643.0,801.0,1784.0,743.0,1.8533,57500.0,INLAND +-122.73,41.76,19.0,2200.0,414.0,950.0,367.0,2.5357,94200.0,INLAND +-122.64,41.63,19.0,2722.0,479.0,1108.0,430.0,3.1062,100000.0,INLAND +-122.56,41.53,29.0,1729.0,355.0,848.0,328.0,2.2024,60900.0,INLAND +-122.93,41.48,20.0,4288.0,789.0,1800.0,660.0,2.723,79600.0,INLAND +-122.9,41.46,31.0,1277.0,263.0,600.0,241.0,1.7292,61700.0,INLAND +-123.08,41.26,34.0,2773.0,679.0,1066.0,424.0,1.6757,63300.0,INLAND +-122.38,41.54,14.0,4453.0,797.0,1817.0,685.0,2.7468,81100.0,INLAND +-122.49,41.43,19.0,3689.0,644.0,1544.0,566.0,3.125,76100.0,INLAND +-122.38,41.43,45.0,2245.0,448.0,1155.0,421.0,1.6509,46200.0,INLAND +-122.37,41.41,28.0,1729.0,419.0,929.0,370.0,1.27,53100.0,INLAND +-122.39,41.41,23.0,910.0,199.0,370.0,169.0,1.7448,80100.0,INLAND +-122.32,41.31,45.0,1393.0,294.0,521.0,249.0,1.1915,71900.0,INLAND +-122.3,41.32,13.0,2300.0,513.0,1151.0,488.0,2.1571,81500.0,INLAND +-122.3,41.31,29.0,4059.0,787.0,1700.0,702.0,2.4526,97100.0,INLAND +-122.28,41.38,15.0,5266.0,1031.0,2147.0,885.0,2.8036,110100.0,INLAND +-122.45,41.28,15.0,2740.0,503.0,1188.0,445.0,3.4519,128800.0,INLAND +-122.34,41.21,26.0,178.0,40.0,55.0,25.0,2.0375,57500.0,INLAND +-122.27,41.23,40.0,1958.0,386.0,725.0,331.0,2.1898,65500.0,INLAND +-122.27,41.2,52.0,4513.0,985.0,1926.0,815.0,1.5923,56000.0,INLAND +-121.76,41.5,31.0,602.0,153.0,112.0,47.0,1.0667,34200.0,INLAND +-122.09,41.32,52.0,4019.0,824.0,1728.0,706.0,2.2462,62900.0,INLAND +-122.22,38.12,15.0,14125.0,2344.0,6456.0,2147.0,5.1014,179500.0,NEAR BAY +-122.19,38.13,5.0,7854.0,1446.0,4361.0,1395.0,4.9504,214800.0,NEAR BAY +-122.21,38.11,31.0,2766.0,604.0,1441.0,552.0,3.1768,131000.0,NEAR BAY +-122.21,38.11,35.0,2122.0,400.0,1189.0,408.0,3.0962,124600.0,NEAR BAY +-122.21,38.1,36.0,3018.0,557.0,1445.0,556.0,3.8029,129900.0,NEAR BAY +-122.22,38.11,43.0,1939.0,353.0,968.0,392.0,3.1848,112700.0,NEAR BAY +-122.22,38.1,38.0,931.0,181.0,566.0,207.0,3.0221,93300.0,NEAR BAY +-122.22,38.1,40.0,2549.0,478.0,1275.0,494.0,2.9469,111600.0,NEAR BAY +-122.22,38.1,44.0,2256.0,451.0,1057.0,426.0,3.1204,110800.0,NEAR BAY +-122.22,38.1,44.0,3013.0,563.0,1353.0,512.0,3.4559,111900.0,NEAR BAY +-122.22,38.09,47.0,2161.0,440.0,966.0,360.0,2.2734,88700.0,NEAR BAY +-122.21,38.09,37.0,4368.0,779.0,2083.0,741.0,3.8667,127000.0,NEAR BAY +-122.2,38.09,18.0,6860.0,1079.0,3205.0,1058.0,5.2957,171900.0,NEAR BAY +-122.22,38.08,37.0,2811.0,,1574.0,516.0,3.1053,96700.0,NEAR BAY +-122.22,38.08,37.0,4590.0,857.0,2920.0,832.0,3.436,94800.0,NEAR BAY +-122.22,38.07,4.0,15654.0,2394.0,7025.0,2168.0,5.8171,225200.0,NEAR BAY +-122.25,38.09,48.0,833.0,188.0,652.0,165.0,2.2417,87900.0,NEAR BAY +-122.23,38.09,26.0,4397.0,997.0,2539.0,965.0,2.4875,90000.0,NEAR BAY +-122.24,38.07,13.0,5451.0,1194.0,2957.0,1081.0,2.6098,162500.0,NEAR BAY +-122.26,38.1,24.0,1213.0,395.0,699.0,386.0,1.3007,94600.0,NEAR BAY +-122.26,38.1,30.0,3317.0,1058.0,1794.0,990.0,1.1835,133300.0,NEAR BAY +-122.25,38.1,52.0,248.0,86.0,173.0,69.0,2.3,109400.0,NEAR BAY +-122.25,38.1,52.0,1780.0,373.0,824.0,317.0,2.75,109900.0,NEAR BAY +-122.25,38.1,52.0,2315.0,556.0,1113.0,486.0,2.5042,147900.0,NEAR BAY +-122.25,38.1,52.0,1591.0,372.0,817.0,357.0,2.1411,97200.0,NEAR BAY +-122.23,38.1,46.0,4143.0,895.0,2240.0,847.0,2.4201,92800.0,NEAR BAY +-122.24,38.1,49.0,1851.0,356.0,849.0,307.0,2.9432,103500.0,NEAR BAY +-122.24,38.11,52.0,2050.0,492.0,1277.0,463.0,3.0507,107300.0,NEAR BAY +-122.24,38.11,42.0,1743.0,388.0,889.0,341.0,2.3241,99200.0,NEAR BAY +-122.23,38.1,47.0,1303.0,278.0,694.0,269.0,2.5969,92800.0,NEAR BAY +-122.23,38.12,49.0,2715.0,435.0,1006.0,429.0,4.2308,145800.0,NEAR BAY +-122.23,38.11,47.0,3007.0,524.0,1152.0,486.0,4.0,141500.0,NEAR BAY +-122.24,38.11,52.0,2111.0,310.0,772.0,323.0,4.775,148200.0,NEAR BAY +-122.23,38.13,29.0,5154.0,1084.0,2459.0,1019.0,3.2664,142900.0,NEAR BAY +-122.24,38.13,37.0,3223.0,564.0,1325.0,539.0,4.0938,126900.0,NEAR BAY +-122.24,38.12,39.0,2967.0,500.0,1243.0,523.0,4.2902,152400.0,NEAR BAY +-122.24,38.12,42.0,1625.0,255.0,578.0,243.0,4.0114,166900.0,NEAR BAY +-122.25,38.12,47.0,1339.0,298.0,794.0,286.0,2.5865,109800.0,NEAR BAY +-122.25,38.11,49.0,2365.0,504.0,1131.0,458.0,2.6133,103100.0,NEAR BAY +-122.25,38.11,52.0,2846.0,705.0,1519.0,620.0,2.1976,97900.0,NEAR BAY +-122.26,38.11,52.0,793.0,216.0,505.0,194.0,1.9667,93800.0,NEAR BAY +-122.26,38.11,52.0,1560.0,353.0,670.0,287.0,1.7411,98400.0,NEAR BAY +-122.26,38.11,52.0,2573.0,639.0,1238.0,529.0,2.6708,109700.0,NEAR BAY +-122.26,38.12,28.0,3102.0,734.0,1623.0,639.0,3.1025,103700.0,NEAR BAY +-122.27,38.12,45.0,4423.0,1001.0,2109.0,874.0,2.6937,111800.0,NEAR BAY +-122.27,38.12,42.0,5266.0,1167.0,3124.0,1025.0,2.7375,120000.0,NEAR BAY +-122.26,38.15,26.0,3699.0,671.0,2388.0,699.0,4.0515,121900.0,NEAR BAY +-122.26,38.14,34.0,963.0,159.0,392.0,176.0,4.0156,134700.0,NEAR BAY +-122.26,38.15,16.0,3921.0,727.0,2830.0,680.0,4.5053,123700.0,NEAR BAY +-122.32,38.12,12.0,5382.0,928.0,3928.0,921.0,5.3785,150600.0,NEAR BAY +-122.26,38.13,28.0,3072.0,790.0,1375.0,705.0,1.6368,91200.0,NEAR BAY +-122.24,38.14,15.0,8479.0,1759.0,5008.0,1646.0,3.724,131600.0,NEAR BAY +-122.24,38.15,10.0,6817.0,1188.0,4163.0,1135.0,4.4529,144100.0,NEAR BAY +-122.25,38.15,24.0,2917.0,543.0,1878.0,531.0,3.7014,123600.0,NEAR BAY +-122.22,38.15,7.0,5129.0,,2824.0,738.0,5.5138,171100.0,NEAR BAY +-122.23,38.15,33.0,1253.0,238.0,753.0,236.0,1.756,86400.0,NEAR BAY +-122.23,38.14,36.0,1412.0,260.0,792.0,268.0,2.3056,90400.0,NEAR BAY +-122.15,38.04,14.0,2804.0,587.0,1083.0,573.0,2.6466,168500.0,NEAR BAY +-122.16,38.05,52.0,1888.0,457.0,830.0,408.0,3.1373,185100.0,NEAR BAY +-122.16,38.05,34.0,2434.0,428.0,926.0,423.0,4.6776,208300.0,NEAR BAY +-122.19,38.07,20.0,3000.0,525.0,1207.0,491.0,4.6406,217500.0,NEAR BAY +-122.18,38.07,10.0,4976.0,849.0,2089.0,803.0,5.3288,201800.0,NEAR BAY +-122.17,38.07,15.0,2125.0,278.0,857.0,272.0,6.4599,219700.0,NEAR BAY +-122.16,38.07,14.0,6360.0,1236.0,2876.0,1127.0,4.5321,190300.0,NEAR BAY +-122.17,38.06,16.0,3515.0,626.0,1764.0,626.0,4.4397,187100.0,NEAR BAY +-122.15,38.06,10.0,3008.0,532.0,1381.0,522.0,5.3661,195800.0,NEAR BAY +-122.17,38.08,7.0,18392.0,2782.0,8276.0,2742.0,6.4232,229200.0,NEAR BAY +-122.2,38.1,5.0,9567.0,1729.0,4620.0,1580.0,4.4821,210000.0,NEAR BAY +-122.19,38.09,8.0,614.0,118.0,278.0,115.0,6.3735,166300.0,NEAR BAY +-122.14,38.05,27.0,3794.0,772.0,1756.0,724.0,3.2891,150600.0,NEAR BAY +-122.14,38.07,31.0,3401.0,616.0,1750.0,602.0,4.6761,143100.0,NEAR BAY +-122.11,38.09,11.0,673.0,145.0,318.0,137.0,2.3929,122500.0,NEAR BAY +-122.13,38.26,40.0,1538.0,255.0,669.0,263.0,3.3281,170200.0,NEAR BAY +-122.15,38.29,17.0,1625.0,239.0,703.0,224.0,6.5891,328800.0,NEAR BAY +-122.18,38.29,18.0,1953.0,265.0,658.0,270.0,8.0113,393000.0,NEAR BAY +-122.18,38.23,21.0,2475.0,341.0,812.0,308.0,7.2589,320400.0,NEAR BAY +-122.14,38.16,4.0,3273.0,495.0,1497.0,454.0,5.3345,176100.0,NEAR BAY +-122.18,38.17,7.0,4093.0,651.0,2228.0,646.0,5.2523,161300.0,NEAR BAY +-122.07,38.26,15.0,1173.0,146.0,450.0,154.0,6.0487,197700.0,INLAND +-122.1,38.24,13.0,7367.0,1042.0,3193.0,983.0,5.3102,195000.0,NEAR BAY +-122.06,38.27,14.0,6920.0,996.0,3196.0,978.0,5.0672,171300.0,INLAND +-122.07,38.27,8.0,6761.0,1234.0,3237.0,1177.0,4.3586,173400.0,INLAND +-122.08,38.3,2.0,6718.0,858.0,2012.0,654.0,6.8872,305200.0,INLAND +-122.04,38.28,12.0,3861.0,795.0,2129.0,806.0,3.676,135000.0,INLAND +-122.04,38.28,25.0,3304.0,493.0,1464.0,488.0,5.2527,130600.0,INLAND +-122.03,38.28,15.0,5114.0,833.0,2418.0,778.0,4.4882,144000.0,INLAND +-122.03,38.3,5.0,1569.0,199.0,713.0,209.0,6.6779,223900.0,INLAND +-122.0,38.28,3.0,7030.0,1191.0,3238.0,1055.0,4.962,161700.0,INLAND +-121.98,38.29,4.0,8778.0,1291.0,4010.0,1188.0,5.4399,187100.0,INLAND +-121.99,38.15,36.0,263.0,73.0,88.0,42.0,2.5313,162500.0,INLAND +-122.05,38.26,32.0,1070.0,199.0,631.0,195.0,2.6827,98900.0,INLAND +-122.05,38.25,37.0,1336.0,251.0,680.0,231.0,3.815,99000.0,INLAND +-122.06,38.25,36.0,1818.0,323.0,953.0,298.0,3.3153,99000.0,INLAND +-122.06,38.25,34.0,1562.0,289.0,898.0,307.0,3.3598,107200.0,INLAND +-122.06,38.26,36.0,1248.0,221.0,672.0,222.0,3.3839,105900.0,INLAND +-122.07,38.24,15.0,7937.0,1635.0,4390.0,1567.0,3.5464,129800.0,INLAND +-122.04,38.25,38.0,1214.0,244.0,632.0,254.0,2.8438,94200.0,INLAND +-122.05,38.25,39.0,199.0,36.0,101.0,38.0,6.2299,105400.0,INLAND +-122.04,38.26,34.0,3082.0,702.0,1795.0,703.0,2.7885,105900.0,INLAND +-122.04,38.25,37.0,1176.0,291.0,648.0,271.0,2.7167,92200.0,INLAND +-122.04,38.25,32.0,1203.0,287.0,571.0,255.0,3.0938,110400.0,INLAND +-122.04,38.25,52.0,582.0,131.0,241.0,106.0,2.4,125000.0,INLAND +-122.05,38.26,21.0,7195.0,1416.0,3927.0,1377.0,3.0912,126300.0,INLAND +-122.04,38.27,16.0,8517.0,1910.0,4508.0,1837.0,3.1853,129600.0,INLAND +-122.03,38.27,24.0,3580.0,735.0,1959.0,731.0,2.7284,118500.0,INLAND +-122.03,38.26,25.0,4617.0,1046.0,2685.0,1011.0,2.9576,108500.0,INLAND +-122.02,38.26,27.0,3440.0,787.0,2085.0,748.0,2.5896,104700.0,INLAND +-122.03,38.25,35.0,1940.0,384.0,1177.0,403.0,3.1389,101100.0,INLAND +-122.02,38.27,20.0,2237.0,464.0,1169.0,425.0,3.2115,99100.0,INLAND +-122.02,38.26,20.0,3899.0,763.0,2198.0,779.0,3.2061,120400.0,INLAND +-122.01,38.27,17.0,9089.0,1542.0,4758.0,1520.0,4.0619,126600.0,INLAND +-122.02,38.26,8.0,2894.0,602.0,1566.0,572.0,3.6335,131600.0,INLAND +-122.0,38.23,1.0,2062.0,343.0,872.0,268.0,5.2636,191300.0,INLAND +-122.03,38.24,16.0,1104.0,164.0,495.0,156.0,5.4074,157700.0,INLAND +-122.04,38.24,22.0,2761.0,757.0,2612.0,641.0,1.6875,87500.0,INLAND +-122.04,38.24,30.0,2081.0,456.0,1005.0,438.0,1.9954,92900.0,INLAND +-122.03,38.25,13.0,3334.0,541.0,1923.0,538.0,4.0905,134800.0,INLAND +-122.01,38.25,11.0,6550.0,1149.0,3570.0,1123.0,3.8583,137900.0,INLAND +-122.01,38.25,16.0,1081.0,181.0,792.0,184.0,4.6779,131300.0,INLAND +-122.02,38.25,10.0,2237.0,454.0,1255.0,429.0,3.1176,126500.0,INLAND +-122.0,38.25,7.0,11768.0,1893.0,6657.0,1874.0,4.9222,142900.0,INLAND +-121.98,38.25,4.0,2487.0,440.0,1545.0,452.0,4.9103,140400.0,INLAND +-122.01,38.26,12.0,4132.0,710.0,2087.0,633.0,4.5987,139700.0,INLAND +-121.99,38.27,16.0,4138.0,758.0,1762.0,723.0,3.1979,137500.0,INLAND +-121.99,38.26,18.0,921.0,126.0,368.0,120.0,6.0842,261100.0,INLAND +-121.94,38.27,35.0,10869.0,2226.0,9879.0,2152.0,2.5681,81300.0,INLAND +-121.94,38.37,17.0,7973.0,1591.0,2899.0,1502.0,2.8357,120100.0,INLAND +-121.94,38.37,14.0,1156.0,216.0,574.0,227.0,3.2396,143800.0,INLAND +-121.94,38.38,25.0,182.0,48.0,71.0,52.0,1.0208,78600.0,INLAND +-121.94,38.36,2.0,4953.0,735.0,1791.0,562.0,5.0346,205100.0,INLAND +-121.99,38.48,17.0,1824.0,348.0,934.0,305.0,4.6719,250000.0,INLAND +-122.01,38.44,12.0,2344.0,354.0,1035.0,321.0,4.9773,281200.0,INLAND +-122.0,38.41,11.0,2838.0,429.0,1331.0,426.0,4.945,298400.0,INLAND +-122.07,38.41,17.0,3053.0,595.0,1434.0,557.0,3.4741,245800.0,INLAND +-121.95,38.43,19.0,3011.0,551.0,1665.0,535.0,5.1534,232800.0,INLAND +-121.94,38.41,15.0,1263.0,211.0,665.0,208.0,4.5,260900.0,INLAND +-121.92,38.37,26.0,2056.0,413.0,933.0,367.0,2.7051,193800.0,INLAND +-121.96,38.34,15.0,2857.0,373.0,1325.0,359.0,6.0252,151700.0,INLAND +-121.96,38.34,14.0,3035.0,680.0,1597.0,663.0,3.6036,143500.0,INLAND +-121.95,38.35,16.0,2084.0,292.0,1099.0,292.0,5.8269,150200.0,INLAND +-121.94,38.35,8.0,3157.0,559.0,1758.0,569.0,4.412,140100.0,INLAND +-121.92,38.34,2.0,7747.0,1133.0,3481.0,1083.0,6.1112,181000.0,INLAND +-121.95,38.34,9.0,4999.0,874.0,2687.0,817.0,4.2324,142100.0,INLAND +-121.96,38.33,3.0,7985.0,1257.0,3664.0,1215.0,4.976,158300.0,INLAND +-121.96,38.32,12.0,5127.0,998.0,2749.0,976.0,4.0458,130600.0,INLAND +-121.93,38.31,25.0,185.0,32.0,85.0,32.0,4.875,250000.0,INLAND +-121.98,38.32,45.0,19.0,5.0,7460.0,6.0,10.2264,137500.0,INLAND +-121.98,38.36,33.0,1083.0,217.0,562.0,203.0,2.433,101700.0,INLAND +-121.99,38.35,45.0,1778.0,339.0,839.0,319.0,2.4659,102900.0,INLAND +-122.0,38.35,38.0,1918.0,364.0,745.0,348.0,2.5707,126000.0,INLAND +-122.0,38.35,34.0,1084.0,187.0,561.0,198.0,4.2115,118900.0,INLAND +-122.0,38.35,24.0,745.0,116.0,300.0,115.0,3.6176,158500.0,INLAND +-122.01,38.35,18.0,4486.0,723.0,1600.0,697.0,3.8651,189700.0,INLAND +-122.01,38.36,15.0,476.0,67.0,213.0,73.0,7.1053,315200.0,INLAND +-121.98,38.36,30.0,140.0,35.0,103.0,35.0,4.163,112500.0,INLAND +-121.97,38.35,17.0,5678.0,1116.0,3182.0,1135.0,3.7388,122000.0,INLAND +-121.97,38.34,11.0,1500.0,319.0,899.0,304.0,4.5568,127200.0,INLAND +-121.96,38.35,20.0,1415.0,266.0,667.0,250.0,4.0938,117300.0,INLAND +-121.96,38.34,7.0,3292.0,698.0,1911.0,702.0,3.89,140300.0,INLAND +-121.96,38.36,11.0,3208.0,790.0,1772.0,694.0,2.7434,218800.0,INLAND +-121.98,38.35,16.0,1697.0,267.0,832.0,277.0,4.4375,132600.0,INLAND +-121.98,38.34,13.0,3616.0,672.0,2022.0,652.0,4.0536,134800.0,INLAND +-121.97,38.34,16.0,2331.0,450.0,1074.0,400.0,4.0329,126800.0,INLAND +-121.98,38.34,18.0,3876.0,916.0,2386.0,867.0,2.5938,129500.0,INLAND +-121.99,38.34,16.0,1470.0,261.0,748.0,256.0,4.0433,132200.0,INLAND +-121.99,38.34,13.0,3252.0,610.0,1915.0,631.0,4.2137,151700.0,INLAND +-122.0,38.35,34.0,432.0,65.0,208.0,71.0,5.5435,136000.0,INLAND +-122.0,38.38,16.0,2509.0,366.0,1043.0,339.0,6.0704,173400.0,INLAND +-122.01,38.37,16.0,3996.0,550.0,1673.0,539.0,5.778,175700.0,INLAND +-122.01,38.36,28.0,1967.0,315.0,734.0,291.0,4.9583,146200.0,INLAND +-122.02,38.38,16.0,808.0,137.0,371.0,145.0,6.0767,216400.0,INLAND +-122.02,38.37,16.0,2495.0,331.0,1118.0,338.0,6.4894,198000.0,INLAND +-122.01,38.36,15.0,1176.0,166.0,485.0,171.0,5.9441,228200.0,INLAND +-121.98,38.39,3.0,9488.0,1417.0,4095.0,1335.0,5.1781,191900.0,INLAND +-121.98,38.37,21.0,3027.0,675.0,2018.0,642.0,2.8438,111500.0,INLAND +-121.98,38.36,24.0,2434.0,630.0,1538.0,574.0,2.1067,101100.0,INLAND +-122.0,38.37,18.0,1048.0,185.0,469.0,162.0,3.625,125000.0,INLAND +-121.99,38.36,35.0,2728.0,451.0,1290.0,452.0,3.2768,117600.0,INLAND +-122.0,38.36,34.0,2735.0,539.0,1390.0,491.0,2.7262,118800.0,INLAND +-121.99,38.36,33.0,146.0,31.0,75.0,31.0,3.5179,84400.0,INLAND +-122.0,38.36,34.0,1502.0,282.0,860.0,297.0,3.3438,135600.0,INLAND +-121.82,38.36,26.0,1974.0,364.0,1002.0,362.0,3.3036,210000.0,INLAND +-121.81,38.49,18.0,4518.0,827.0,2230.0,715.0,3.9309,178500.0,INLAND +-121.76,38.41,19.0,686.0,107.0,348.0,109.0,3.9306,93800.0,INLAND +-121.81,38.45,24.0,1951.0,341.0,1140.0,338.0,3.7061,128500.0,INLAND +-121.82,38.46,10.0,6331.0,1181.0,3419.0,1110.0,3.7083,154800.0,INLAND +-121.85,38.43,2.0,790.0,135.0,235.0,87.0,5.0862,166500.0,INLAND +-121.83,38.45,15.0,5115.0,776.0,2540.0,794.0,4.8611,146400.0,INLAND +-121.83,38.45,32.0,2139.0,440.0,1154.0,411.0,3.2672,107500.0,INLAND +-121.83,38.45,36.0,839.0,158.0,446.0,167.0,2.3438,122700.0,INLAND +-121.83,38.43,24.0,1307.0,314.0,917.0,291.0,2.2244,98100.0,INLAND +-121.81,38.43,30.0,1674.0,297.0,756.0,292.0,3.9286,133100.0,INLAND +-121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,212500.0,INLAND +-121.69,38.16,33.0,1808.0,363.0,824.0,340.0,3.2937,96400.0,INLAND +-121.69,38.16,46.0,2292.0,472.0,970.0,431.0,2.2888,94900.0,INLAND +-121.73,38.13,40.0,1266.0,257.0,547.0,247.0,3.0288,164400.0,INLAND +-121.74,38.15,22.0,1910.0,326.0,1001.0,345.0,4.8173,115800.0,INLAND +-121.84,38.13,33.0,596.0,105.0,212.0,94.0,4.2813,81300.0,INLAND +-122.42,38.27,25.0,3282.0,566.0,1244.0,483.0,4.5313,308400.0,NEAR BAY +-122.49,38.22,33.0,1486.0,290.0,781.0,274.0,3.5647,251800.0,NEAR BAY +-122.41,38.16,37.0,1549.0,,863.0,275.0,2.7457,254700.0,NEAR BAY +-122.45,38.3,24.0,1946.0,400.0,718.0,380.0,3.5507,257900.0,NEAR BAY +-122.47,38.3,15.0,4885.0,988.0,2175.0,924.0,3.4031,209500.0,<1H OCEAN +-122.42,38.31,18.0,1479.0,246.0,550.0,217.0,4.7356,333300.0,NEAR BAY +-122.44,38.34,25.0,3106.0,715.0,1262.0,665.0,1.9487,233500.0,<1H OCEAN +-122.46,38.29,21.0,2423.0,560.0,1098.0,503.0,2.364,173300.0,NEAR BAY +-122.46,38.29,35.0,1762.0,350.0,686.0,339.0,3.5982,271700.0,NEAR BAY +-122.45,38.28,20.0,3306.0,503.0,1374.0,460.0,5.7984,297600.0,NEAR BAY +-122.47,38.29,14.0,3732.0,846.0,1277.0,775.0,2.5658,208000.0,NEAR BAY +-122.45,38.27,25.0,5024.0,881.0,1994.0,838.0,4.2237,262300.0,NEAR BAY +-122.52,38.27,18.0,2405.0,390.0,872.0,367.0,5.2155,248300.0,<1H OCEAN +-122.53,38.32,22.0,3577.0,,1371.0,501.0,5.795,332300.0,<1H OCEAN +-122.49,38.32,30.0,1631.0,284.0,788.0,284.0,3.3098,195500.0,<1H OCEAN +-122.49,38.31,27.0,3078.0,597.0,1411.0,586.0,3.25,195500.0,<1H OCEAN +-122.49,38.3,14.0,2844.0,602.0,1613.0,544.0,3.3571,193600.0,<1H OCEAN +-122.48,38.3,17.0,2703.0,550.0,1241.0,515.0,2.652,171300.0,<1H OCEAN +-122.49,38.29,26.0,1726.0,289.0,672.0,251.0,3.8,242100.0,<1H OCEAN +-122.49,38.27,8.0,5092.0,988.0,1657.0,936.0,3.5625,213200.0,NEAR BAY +-122.47,38.34,15.0,2411.0,446.0,1144.0,407.0,4.3472,261000.0,<1H OCEAN +-122.49,38.32,17.0,3308.0,720.0,1587.0,632.0,3.2727,176000.0,<1H OCEAN +-122.48,38.32,31.0,1701.0,363.0,680.0,324.0,3.1375,192100.0,<1H OCEAN +-122.48,38.31,29.0,2375.0,560.0,1124.0,502.0,2.3276,166200.0,<1H OCEAN +-122.48,38.31,19.0,2398.0,521.0,1266.0,471.0,2.7727,186800.0,<1H OCEAN +-122.48,38.32,42.0,2106.0,533.0,1141.0,445.0,3.1129,149300.0,<1H OCEAN +-122.55,38.42,24.0,2220.0,411.0,894.0,365.0,4.2891,211700.0,<1H OCEAN +-122.58,38.38,27.0,3800.0,728.0,1587.0,605.0,4.7237,306600.0,<1H OCEAN +-122.5,38.4,36.0,1860.0,364.0,777.0,339.0,4.1307,295700.0,<1H OCEAN +-122.5,38.35,25.0,1566.0,352.0,784.0,362.0,3.075,165100.0,<1H OCEAN +-122.54,38.36,40.0,2725.0,531.0,1167.0,458.0,3.7969,202800.0,<1H OCEAN +-122.61,38.24,25.0,2990.0,450.0,1335.0,434.0,4.7,190100.0,<1H OCEAN +-122.61,38.24,17.0,1728.0,271.0,897.0,284.0,3.4896,185900.0,<1H OCEAN +-122.61,38.23,18.0,2042.0,420.0,914.0,400.0,2.9871,193800.0,<1H OCEAN +-122.62,38.24,19.0,1687.0,253.0,893.0,257.0,6.204,201800.0,<1H OCEAN +-122.61,38.25,18.0,2915.0,418.0,1340.0,421.0,5.2452,204900.0,<1H OCEAN +-122.6,38.24,16.0,1410.0,209.0,741.0,229.0,4.725,204500.0,<1H OCEAN +-122.61,38.24,18.0,2933.0,481.0,1279.0,443.0,5.0849,188500.0,<1H OCEAN +-122.6,38.24,16.0,2621.0,416.0,1247.0,386.0,4.8603,198400.0,<1H OCEAN +-122.63,38.25,20.0,3460.0,602.0,1707.0,568.0,3.7115,181900.0,<1H OCEAN +-122.62,38.24,33.0,1369.0,280.0,758.0,246.0,4.0341,156500.0,<1H OCEAN +-122.62,38.25,33.0,1453.0,250.0,677.0,237.0,4.0962,170200.0,<1H OCEAN +-122.61,38.26,17.0,2864.0,487.0,1482.0,547.0,4.6833,215200.0,<1H OCEAN +-122.62,38.25,20.0,1888.0,411.0,826.0,396.0,2.875,189100.0,<1H OCEAN +-122.62,38.25,24.0,2388.0,358.0,1187.0,362.0,4.6534,196500.0,<1H OCEAN +-122.57,38.27,7.0,6508.0,1028.0,2902.0,1010.0,5.3707,250500.0,<1H OCEAN +-122.51,38.17,8.0,5875.0,1115.0,2808.0,1029.0,3.6392,246300.0,NEAR BAY +-122.65,38.27,9.0,4764.0,816.0,2077.0,755.0,5.1391,234500.0,<1H OCEAN +-122.63,38.26,7.0,7808.0,1390.0,3551.0,1392.0,4.6069,202300.0,<1H OCEAN +-122.66,38.27,16.0,1523.0,308.0,477.0,315.0,2.1696,75000.0,<1H OCEAN +-122.63,38.24,45.0,1615.0,338.0,823.0,327.0,2.5179,145500.0,<1H OCEAN +-122.63,38.23,45.0,2264.0,504.0,1076.0,472.0,3.0139,194100.0,<1H OCEAN +-122.64,38.23,52.0,1075.0,249.0,519.0,210.0,3.0769,230900.0,<1H OCEAN +-122.64,38.23,49.0,2300.0,463.0,1061.0,429.0,4.075,228800.0,<1H OCEAN +-122.63,38.22,34.0,878.0,160.0,372.0,167.0,4.0417,232100.0,<1H OCEAN +-122.63,38.22,17.0,2652.0,342.0,1199.0,350.0,5.565,267100.0,<1H OCEAN +-122.63,38.21,22.0,2933.0,461.0,1283.0,449.0,6.2034,291100.0,<1H OCEAN +-122.63,38.23,37.0,1966.0,348.0,875.0,381.0,4.0703,223800.0,<1H OCEAN +-122.65,38.23,52.0,1735.0,347.0,712.0,343.0,3.1711,200800.0,<1H OCEAN +-122.64,38.23,52.0,2156.0,469.0,1070.0,467.0,3.3011,252300.0,<1H OCEAN +-122.65,38.23,52.0,1923.0,393.0,910.0,345.0,3.45,200600.0,<1H OCEAN +-122.66,38.2,39.0,2889.0,517.0,1351.0,489.0,4.3056,251300.0,<1H OCEAN +-122.64,38.24,52.0,1621.0,393.0,635.0,349.0,2.5202,244000.0,<1H OCEAN +-122.64,38.24,40.0,1974.0,410.0,1039.0,398.0,3.7917,151600.0,<1H OCEAN +-122.65,38.25,23.0,4030.0,,1852.0,778.0,3.402,193300.0,<1H OCEAN +-122.65,38.24,24.0,1948.0,310.0,922.0,313.0,4.95,243600.0,<1H OCEAN +-122.65,38.24,49.0,3273.0,579.0,1431.0,539.0,4.275,227600.0,<1H OCEAN +-122.64,38.25,31.0,2554.0,515.0,1507.0,533.0,3.8,162600.0,<1H OCEAN +-122.69,38.27,32.0,2344.0,434.0,1066.0,384.0,4.0313,285000.0,<1H OCEAN +-122.67,38.25,32.0,1333.0,235.0,660.0,206.0,4.0729,288500.0,<1H OCEAN +-122.68,38.25,29.0,1315.0,240.0,650.0,228.0,3.8269,306000.0,<1H OCEAN +-122.67,38.24,29.0,2644.0,464.0,1372.0,450.0,5.0544,261800.0,<1H OCEAN +-122.77,38.29,32.0,3201.0,542.0,1869.0,519.0,3.2442,268000.0,<1H OCEAN +-122.73,38.26,35.0,3941.0,645.0,1668.0,620.0,4.385,317700.0,<1H OCEAN +-122.7,38.23,47.0,2090.0,387.0,1053.0,377.0,3.5673,310300.0,<1H OCEAN +-122.72,38.35,16.0,3049.0,609.0,1675.0,618.0,2.4117,162500.0,<1H OCEAN +-122.72,38.31,26.0,1644.0,294.0,801.0,291.0,4.3906,248000.0,<1H OCEAN +-122.67,38.31,28.0,1915.0,419.0,930.0,342.0,3.7875,292700.0,<1H OCEAN +-122.69,38.3,30.0,3919.0,743.0,1693.0,693.0,3.3827,292100.0,<1H OCEAN +-122.73,38.34,44.0,743.0,155.0,434.0,162.0,2.5819,209600.0,<1H OCEAN +-122.69,38.32,16.0,3741.0,698.0,1938.0,658.0,4.6324,183600.0,<1H OCEAN +-122.71,38.33,13.0,4011.0,936.0,2064.0,914.0,3.6953,157600.0,<1H OCEAN +-122.7,38.31,14.0,3155.0,580.0,1208.0,501.0,4.1964,258100.0,<1H OCEAN +-122.7,38.33,16.0,1244.0,242.0,696.0,236.0,3.6369,158700.0,<1H OCEAN +-122.69,38.32,15.0,2536.0,414.0,1400.0,426.0,5.6613,172400.0,<1H OCEAN +-122.69,38.34,23.0,2846.0,516.0,1526.0,492.0,3.733,163500.0,<1H OCEAN +-122.7,38.33,26.0,1887.0,381.0,1060.0,364.0,3.0078,160400.0,<1H OCEAN +-122.71,38.34,22.0,1249.0,335.0,699.0,308.0,2.6033,121600.0,<1H OCEAN +-122.7,38.33,26.0,1584.0,295.0,846.0,295.0,3.375,156300.0,<1H OCEAN +-122.69,38.35,12.0,1550.0,187.0,685.0,188.0,7.226,255300.0,<1H OCEAN +-122.69,38.34,15.0,3091.0,697.0,1602.0,682.0,4.0071,135500.0,<1H OCEAN +-122.71,38.35,11.0,2242.0,699.0,1203.0,642.0,2.3464,104200.0,<1H OCEAN +-122.7,38.35,14.0,2313.0,,954.0,397.0,3.7813,146500.0,<1H OCEAN +-122.7,38.35,14.0,1555.0,369.0,493.0,335.0,1.6033,67500.0,<1H OCEAN +-122.7,38.34,19.0,2987.0,676.0,1782.0,688.0,2.8261,154500.0,<1H OCEAN +-122.71,38.34,23.0,2744.0,588.0,1493.0,557.0,3.1781,162000.0,<1H OCEAN +-122.69,38.37,8.0,6322.0,1001.0,2969.0,1043.0,4.8233,214000.0,<1H OCEAN +-122.71,38.37,16.0,2355.0,345.0,1014.0,348.0,5.6018,253000.0,<1H OCEAN +-122.69,38.35,16.0,1689.0,254.0,921.0,270.0,4.4444,191800.0,<1H OCEAN +-122.69,38.36,6.0,5496.0,1374.0,2502.0,1189.0,2.4827,177500.0,<1H OCEAN +-122.7,38.35,16.0,1328.0,187.0,607.0,197.0,5.0366,257800.0,<1H OCEAN +-122.7,38.36,11.0,5817.0,878.0,2538.0,876.0,4.221,227100.0,<1H OCEAN +-122.63,38.34,15.0,2153.0,345.0,979.0,335.0,5.1966,325400.0,<1H OCEAN +-122.68,38.36,8.0,7520.0,1336.0,3833.0,1287.0,4.3278,184100.0,<1H OCEAN +-122.69,38.34,12.0,3876.0,782.0,2146.0,764.0,4.0844,165400.0,<1H OCEAN +-122.67,38.33,4.0,8072.0,1606.0,4323.0,1475.0,3.9518,220300.0,<1H OCEAN +-122.69,38.34,16.0,1683.0,341.0,880.0,327.0,3.2857,160200.0,<1H OCEAN +-122.68,38.4,32.0,2826.0,627.0,1767.0,628.0,3.1047,141400.0,<1H OCEAN +-122.7,38.43,28.0,1585.0,412.0,1362.0,424.0,1.6685,114100.0,<1H OCEAN +-122.71,38.42,23.0,1569.0,414.0,1031.0,368.0,1.6267,129200.0,<1H OCEAN +-122.71,38.4,17.0,1690.0,464.0,833.0,445.0,1.439,140600.0,<1H OCEAN +-122.7,38.39,16.0,4922.0,1211.0,2557.0,1088.0,2.0915,168100.0,<1H OCEAN +-122.62,38.4,10.0,9772.0,1308.0,3741.0,1242.0,6.5261,324700.0,<1H OCEAN +-122.66,38.44,17.0,5815.0,898.0,2614.0,887.0,4.3657,215900.0,<1H OCEAN +-122.67,38.44,29.0,2551.0,448.0,1165.0,456.0,4.3587,196400.0,<1H OCEAN +-122.68,38.43,18.0,2723.0,529.0,1150.0,520.0,3.5885,191900.0,<1H OCEAN +-122.65,38.4,21.0,1059.0,150.0,400.0,154.0,6.8586,343100.0,<1H OCEAN +-122.65,38.37,15.0,1848.0,280.0,786.0,282.0,5.7204,344100.0,<1H OCEAN +-122.67,38.43,17.0,1804.0,304.0,750.0,298.0,4.5588,196400.0,<1H OCEAN +-122.67,38.43,17.0,2007.0,400.0,895.0,403.0,3.2813,202700.0,<1H OCEAN +-122.66,38.42,14.0,5315.0,1037.0,2228.0,950.0,4.023,208400.0,<1H OCEAN +-122.68,38.43,29.0,488.0,63.0,161.0,62.0,6.0774,334400.0,<1H OCEAN +-122.58,38.46,15.0,2936.0,517.0,1182.0,501.0,3.3981,246900.0,<1H OCEAN +-122.61,38.42,13.0,7731.0,1360.0,2543.0,1249.0,4.6957,259800.0,<1H OCEAN +-122.58,38.43,10.0,3597.0,661.0,1132.0,639.0,3.9375,269200.0,<1H OCEAN +-122.59,38.44,14.0,1665.0,390.0,505.0,348.0,3.183,201200.0,<1H OCEAN +-122.59,38.43,20.0,2791.0,546.0,785.0,512.0,3.4561,216700.0,<1H OCEAN +-122.56,38.41,20.0,1151.0,211.0,478.0,183.0,5.93,384600.0,<1H OCEAN +-122.66,38.46,14.0,2364.0,631.0,1300.0,625.0,2.6023,221100.0,<1H OCEAN +-122.66,38.45,26.0,2081.0,339.0,906.0,323.0,4.4375,293500.0,<1H OCEAN +-122.67,38.45,24.0,2622.0,525.0,1027.0,510.0,2.9222,242600.0,<1H OCEAN +-122.67,38.44,32.0,3771.0,741.0,1786.0,721.0,3.2415,172200.0,<1H OCEAN +-122.68,38.44,29.0,2796.0,588.0,1346.0,562.0,2.9107,169700.0,<1H OCEAN +-122.7,38.45,47.0,904.0,154.0,310.0,144.0,3.9766,190600.0,<1H OCEAN +-122.68,38.45,36.0,1686.0,303.0,744.0,304.0,4.0139,163100.0,<1H OCEAN +-122.69,38.44,40.0,1449.0,281.0,636.0,295.0,2.7222,161200.0,<1H OCEAN +-122.69,38.44,35.0,1356.0,241.0,620.0,216.0,3.5521,168300.0,<1H OCEAN +-122.68,38.44,36.0,1311.0,259.0,648.0,268.0,3.4545,161200.0,<1H OCEAN +-122.7,38.44,45.0,883.0,202.0,401.0,194.0,3.2845,178300.0,<1H OCEAN +-122.69,38.45,36.0,1943.0,337.0,711.0,318.0,3.9191,183000.0,<1H OCEAN +-122.69,38.44,31.0,1808.0,315.0,691.0,280.0,3.8583,193200.0,<1H OCEAN +-122.7,38.44,42.0,709.0,182.0,547.0,172.0,2.1912,165000.0,<1H OCEAN +-122.7,38.44,35.0,1304.0,343.0,822.0,304.0,3.2935,157800.0,<1H OCEAN +-122.71,38.43,52.0,1439.0,325.0,738.0,316.0,2.2262,129900.0,<1H OCEAN +-122.71,38.43,38.0,1689.0,526.0,1071.0,529.0,1.5026,124000.0,<1H OCEAN +-122.72,38.44,52.0,1059.0,281.0,627.0,273.0,1.5357,137500.0,<1H OCEAN +-122.71,38.44,52.0,988.0,283.0,475.0,242.0,1.3684,258300.0,<1H OCEAN +-122.71,38.44,27.0,966.0,251.0,462.0,230.0,1.7,350000.0,<1H OCEAN +-122.72,38.47,29.0,1706.0,415.0,990.0,394.0,1.9932,164800.0,<1H OCEAN +-122.72,38.46,35.0,1445.0,309.0,795.0,308.0,2.9073,157000.0,<1H OCEAN +-122.72,38.45,41.0,1743.0,373.0,780.0,357.0,3.1467,175500.0,<1H OCEAN +-122.71,38.46,42.0,1574.0,376.0,844.0,369.0,2.314,169400.0,<1H OCEAN +-122.71,38.46,41.0,1974.0,482.0,965.0,458.0,2.905,159300.0,<1H OCEAN +-122.71,38.46,36.0,2175.0,516.0,1087.0,477.0,3.0444,167200.0,<1H OCEAN +-122.71,38.45,39.0,2739.0,573.0,1223.0,569.0,2.9663,185400.0,<1H OCEAN +-122.71,38.45,48.0,3118.0,561.0,1275.0,530.0,3.455,222100.0,<1H OCEAN +-122.7,38.45,26.0,2011.0,557.0,855.0,530.0,1.125,233300.0,<1H OCEAN +-122.71,38.45,52.0,2259.0,537.0,957.0,520.0,2.1827,188800.0,<1H OCEAN +-122.68,38.48,15.0,1575.0,262.0,716.0,259.0,5.3409,244600.0,<1H OCEAN +-122.67,38.47,16.0,3452.0,791.0,1567.0,731.0,2.4722,194300.0,<1H OCEAN +-122.68,38.46,17.0,3201.0,527.0,1244.0,495.0,4.7143,202900.0,<1H OCEAN +-122.67,38.47,19.0,1848.0,428.0,1130.0,433.0,3.0568,190300.0,<1H OCEAN +-122.68,38.46,15.0,1811.0,406.0,718.0,403.0,2.3929,141300.0,<1H OCEAN +-122.71,38.46,23.0,3220.0,603.0,1299.0,591.0,3.9261,213300.0,<1H OCEAN +-122.7,38.46,29.0,2891.0,459.0,1012.0,441.0,5.0415,240200.0,<1H OCEAN +-122.69,38.46,32.0,2970.0,504.0,1117.0,512.0,5.0,275900.0,<1H OCEAN +-122.7,38.45,39.0,2015.0,335.0,640.0,315.0,4.1734,240500.0,<1H OCEAN +-122.72,38.48,23.0,2296.0,356.0,902.0,334.0,6.0298,289100.0,<1H OCEAN +-122.68,38.46,19.0,4976.0,711.0,1926.0,625.0,7.3003,381300.0,<1H OCEAN +-122.71,38.5,15.0,5645.0,830.0,2324.0,769.0,6.6104,330900.0,<1H OCEAN +-122.66,38.48,16.0,2697.0,490.0,1462.0,515.0,4.2051,190300.0,<1H OCEAN +-122.66,38.48,16.0,2724.0,593.0,1124.0,586.0,2.825,186200.0,<1H OCEAN +-122.66,38.47,23.0,2246.0,437.0,1035.0,386.0,3.7617,172600.0,<1H OCEAN +-122.65,38.46,14.0,2096.0,420.0,926.0,397.0,4.0647,187800.0,<1H OCEAN +-122.66,38.48,21.0,2066.0,393.0,919.0,395.0,3.267,176200.0,<1H OCEAN +-122.66,38.47,20.0,2806.0,477.0,1369.0,460.0,4.75,190500.0,<1H OCEAN +-122.69,38.51,18.0,3364.0,501.0,1442.0,506.0,6.6854,313000.0,<1H OCEAN +-122.64,38.48,19.0,3244.0,449.0,1174.0,454.0,5.8369,255700.0,<1H OCEAN +-122.65,38.47,24.0,2268.0,330.0,847.0,296.0,3.858,214400.0,<1H OCEAN +-122.6,38.48,17.0,1528.0,264.0,606.0,251.0,6.6004,341500.0,<1H OCEAN +-122.62,38.54,24.0,2409.0,464.0,1006.0,403.0,4.5167,265200.0,<1H OCEAN +-122.63,38.5,19.0,2107.0,332.0,874.0,341.0,5.7819,265600.0,<1H OCEAN +-122.65,38.48,17.0,1090.0,164.0,473.0,163.0,5.5061,231800.0,<1H OCEAN +-122.75,38.54,6.0,6719.0,1016.0,2699.0,997.0,5.4886,254200.0,<1H OCEAN +-122.78,38.52,23.0,2511.0,549.0,1052.0,527.0,2.4922,192000.0,<1H OCEAN +-122.79,38.5,18.0,4839.0,918.0,2755.0,841.0,3.75,248300.0,<1H OCEAN +-122.76,38.52,6.0,2073.0,388.0,826.0,375.0,3.055,224100.0,<1H OCEAN +-122.75,38.5,16.0,4196.0,638.0,1713.0,615.0,5.449,252100.0,<1H OCEAN +-122.73,38.46,14.0,4042.0,1298.0,2323.0,1158.0,2.0651,135400.0,<1H OCEAN +-122.73,38.47,16.0,1834.0,391.0,994.0,390.0,3.7266,156500.0,<1H OCEAN +-122.74,38.47,16.0,1426.0,287.0,525.0,260.0,3.0714,161700.0,<1H OCEAN +-122.74,38.46,9.0,2268.0,594.0,1311.0,585.0,2.6607,91500.0,<1H OCEAN +-122.74,38.48,12.0,4174.0,670.0,1882.0,647.0,4.551,178300.0,<1H OCEAN +-122.75,38.48,4.0,6487.0,1112.0,2958.0,1131.0,4.5417,197400.0,<1H OCEAN +-122.79,38.48,7.0,6837.0,,3468.0,1405.0,3.1662,191000.0,<1H OCEAN +-122.81,38.46,28.0,3580.0,611.0,1634.0,567.0,4.745,248600.0,<1H OCEAN +-122.75,38.46,13.0,4323.0,1020.0,2566.0,728.0,3.0147,142800.0,<1H OCEAN +-122.75,38.46,16.0,2653.0,606.0,1693.0,586.0,2.6384,146900.0,<1H OCEAN +-122.76,38.46,14.0,4742.0,756.0,2149.0,732.0,4.5152,199200.0,<1H OCEAN +-122.76,38.46,14.0,4794.0,767.0,2252.0,768.0,4.2061,213100.0,<1H OCEAN +-122.73,38.46,14.0,2324.0,754.0,1026.0,677.0,1.722,150000.0,<1H OCEAN +-122.74,38.45,17.0,3064.0,588.0,1704.0,590.0,3.9329,170900.0,<1H OCEAN +-122.74,38.45,25.0,2696.0,496.0,1296.0,514.0,4.0798,179200.0,<1H OCEAN +-122.74,38.44,23.0,2819.0,612.0,1644.0,546.0,2.6576,147900.0,<1H OCEAN +-122.73,38.44,20.0,2919.0,508.0,1711.0,500.0,3.875,140300.0,<1H OCEAN +-122.72,38.44,48.0,707.0,166.0,458.0,172.0,3.1797,140400.0,<1H OCEAN +-122.73,38.44,35.0,1120.0,297.0,659.0,274.0,2.3824,145000.0,<1H OCEAN +-122.73,38.44,28.0,1073.0,241.0,652.0,238.0,2.4,146200.0,<1H OCEAN +-122.72,38.44,52.0,188.0,62.0,301.0,72.0,0.9437,129200.0,<1H OCEAN +-122.74,38.44,17.0,2287.0,497.0,1240.0,493.0,3.5845,164300.0,<1H OCEAN +-122.74,38.43,11.0,4670.0,1007.0,2430.0,962.0,3.0341,142300.0,<1H OCEAN +-122.73,38.43,15.0,3265.0,690.0,1629.0,629.0,3.7132,167600.0,<1H OCEAN +-122.76,38.45,8.0,5823.0,1104.0,2864.0,1041.0,3.6292,183600.0,<1H OCEAN +-122.82,38.44,23.0,1551.0,236.0,555.0,243.0,4.6792,304700.0,<1H OCEAN +-122.76,38.44,11.0,2895.0,524.0,1633.0,534.0,4.7283,170200.0,<1H OCEAN +-122.76,38.44,14.0,4376.0,797.0,1809.0,746.0,3.8244,180000.0,<1H OCEAN +-122.78,38.44,14.0,4143.0,656.0,1569.0,629.0,3.9766,345300.0,<1H OCEAN +-122.79,38.42,9.0,4967.0,885.0,2581.0,915.0,5.038,185600.0,<1H OCEAN +-122.74,38.42,42.0,2050.0,434.0,1073.0,416.0,2.375,141000.0,<1H OCEAN +-122.73,38.43,29.0,2677.0,691.0,1880.0,664.0,2.1864,143200.0,<1H OCEAN +-122.72,38.43,31.0,2020.0,476.0,1408.0,437.0,2.5735,131100.0,<1H OCEAN +-122.72,38.42,26.0,1168.0,253.0,937.0,248.0,1.9458,146000.0,<1H OCEAN +-122.72,38.42,26.0,3604.0,734.0,2605.0,704.0,3.0969,143800.0,<1H OCEAN +-122.73,38.42,26.0,1446.0,296.0,884.0,295.0,4.3523,150000.0,<1H OCEAN +-122.72,38.42,30.0,2099.0,406.0,1156.0,401.0,2.8036,152300.0,<1H OCEAN +-122.73,38.4,30.0,3689.0,746.0,2250.0,697.0,2.975,157300.0,<1H OCEAN +-122.73,38.37,40.0,1389.0,309.0,841.0,288.0,3.1094,183300.0,<1H OCEAN +-122.75,38.43,36.0,1599.0,345.0,1086.0,314.0,2.6667,149100.0,<1H OCEAN +-122.78,38.41,43.0,1351.0,277.0,1011.0,297.0,2.5917,144000.0,<1H OCEAN +-122.77,38.39,35.0,2611.0,475.0,1293.0,463.0,2.75,197500.0,<1H OCEAN +-122.75,38.41,17.0,3150.0,588.0,1857.0,610.0,3.9688,165000.0,<1H OCEAN +-122.82,38.41,32.0,701.0,182.0,489.0,168.0,2.785,169300.0,<1H OCEAN +-122.84,38.42,29.0,2756.0,551.0,1381.0,531.0,2.9625,237300.0,<1H OCEAN +-122.86,38.42,38.0,1166.0,223.0,584.0,225.0,3.6667,244400.0,<1H OCEAN +-122.84,38.41,19.0,2191.0,391.0,1065.0,404.0,4.125,204600.0,<1H OCEAN +-122.83,38.4,37.0,2217.0,451.0,1019.0,428.0,3.1217,178500.0,<1H OCEAN +-122.84,38.4,15.0,3080.0,617.0,1446.0,599.0,3.6696,194400.0,<1H OCEAN +-122.78,38.37,21.0,795.0,163.0,414.0,162.0,3.7991,175000.0,<1H OCEAN +-122.82,38.4,40.0,2406.0,423.0,1054.0,426.0,3.8846,215900.0,<1H OCEAN +-122.8,38.37,26.0,1634.0,315.0,909.0,317.0,4.1731,257200.0,<1H OCEAN +-122.8,38.39,26.0,2273.0,474.0,1124.0,420.0,2.9453,166700.0,<1H OCEAN +-122.84,38.39,16.0,1688.0,292.0,793.0,280.0,4.4357,216900.0,<1H OCEAN +-122.83,38.39,19.0,1765.0,394.0,868.0,388.0,2.462,260300.0,<1H OCEAN +-122.82,38.39,22.0,1288.0,243.0,593.0,220.0,3.625,233700.0,<1H OCEAN +-122.82,38.39,32.0,1437.0,257.0,752.0,245.0,4.7422,240900.0,<1H OCEAN +-122.82,38.38,27.0,2565.0,479.0,1227.0,467.0,4.5132,259900.0,<1H OCEAN +-122.76,38.35,30.0,2260.0,374.0,958.0,359.0,5.0323,222400.0,<1H OCEAN +-122.87,38.39,34.0,1138.0,205.0,541.0,180.0,4.5147,271400.0,<1H OCEAN +-122.77,38.33,32.0,2054.0,324.0,843.0,306.0,4.5875,290700.0,<1H OCEAN +-122.82,38.33,25.0,3067.0,569.0,1602.0,550.0,3.9917,244100.0,<1H OCEAN +-122.88,38.34,20.0,3404.0,628.0,1641.0,585.0,5.0574,276200.0,<1H OCEAN +-122.81,38.36,18.0,2399.0,389.0,1131.0,391.0,5.2769,293900.0,<1H OCEAN +-122.85,38.37,16.0,1762.0,293.0,810.0,297.0,4.4437,305000.0,<1H OCEAN +-122.89,38.38,16.0,2017.0,369.0,931.0,336.0,5.7664,267500.0,<1H OCEAN +-122.86,38.44,31.0,1534.0,292.0,716.0,288.0,3.4471,209500.0,<1H OCEAN +-122.89,38.42,28.0,2388.0,437.0,1015.0,381.0,5.1512,268300.0,<1H OCEAN +-122.87,38.43,36.0,1987.0,387.0,1065.0,347.0,4.0446,172200.0,<1H OCEAN +-122.91,38.43,19.0,1968.0,350.0,852.0,308.0,4.6705,269800.0,<1H OCEAN +-122.89,38.4,22.0,2900.0,538.0,1445.0,515.0,4.511,296800.0,<1H OCEAN +-123.04,38.49,30.0,3977.0,930.0,1387.0,582.0,2.6161,132500.0,NEAR OCEAN +-123.02,38.46,52.0,2154.0,499.0,524.0,259.0,2.0556,120000.0,NEAR OCEAN +-122.98,38.44,29.0,4450.0,939.0,1328.0,590.0,3.1,162100.0,<1H OCEAN +-123.01,38.48,37.0,1179.0,282.0,354.0,176.0,1.3712,118300.0,NEAR OCEAN +-123.02,38.54,35.0,2157.0,487.0,768.0,322.0,3.2315,136900.0,<1H OCEAN +-123.0,38.51,33.0,1565.0,390.0,759.0,311.0,2.6726,153100.0,NEAR OCEAN +-122.97,38.5,44.0,3234.0,746.0,1112.0,470.0,1.9265,132700.0,<1H OCEAN +-122.97,38.53,48.0,3939.0,860.0,1257.0,571.0,2.1165,98700.0,<1H OCEAN +-122.94,38.53,49.0,1141.0,239.0,505.0,184.0,3.7143,148800.0,<1H OCEAN +-122.94,38.5,46.0,2280.0,492.0,807.0,366.0,2.6316,117000.0,<1H OCEAN +-122.91,38.49,37.0,2469.0,519.0,1137.0,474.0,3.6343,146500.0,<1H OCEAN +-122.87,38.48,27.0,3894.0,776.0,1832.0,715.0,3.5085,187800.0,<1H OCEAN +-122.88,38.46,25.0,1563.0,314.0,737.0,305.0,2.5687,249200.0,<1H OCEAN +-122.85,38.46,22.0,3328.0,550.0,1309.0,512.0,4.7105,266200.0,<1H OCEAN +-122.94,38.49,37.0,3169.0,719.0,777.0,344.0,2.7072,117100.0,<1H OCEAN +-122.91,38.46,18.0,2021.0,,912.0,329.0,4.5,251900.0,<1H OCEAN +-122.72,38.58,4.0,7042.0,1100.0,2936.0,1043.0,5.0555,240800.0,<1H OCEAN +-122.82,38.55,8.0,6190.0,1088.0,2967.0,1000.0,3.8616,195100.0,<1H OCEAN +-122.85,38.52,13.0,4808.0,848.0,2568.0,762.0,3.6583,183200.0,<1H OCEAN +-122.78,38.53,9.0,3659.0,652.0,1889.0,632.0,4.2716,250800.0,<1H OCEAN +-122.81,38.54,12.0,2289.0,611.0,919.0,540.0,1.1553,139300.0,<1H OCEAN +-122.82,38.53,27.0,1823.0,360.0,907.0,317.0,3.276,172900.0,<1H OCEAN +-122.79,38.54,5.0,3986.0,737.0,1887.0,687.0,3.7768,213800.0,<1H OCEAN +-122.87,38.61,23.0,2676.0,521.0,1456.0,500.0,3.7361,173700.0,<1H OCEAN +-122.87,38.62,52.0,1514.0,348.0,767.0,354.0,2.1903,160000.0,<1H OCEAN +-122.86,38.61,52.0,1753.0,380.0,982.0,380.0,3.4013,183300.0,<1H OCEAN +-122.86,38.62,35.0,2597.0,522.0,1231.0,499.0,2.7432,174000.0,<1H OCEAN +-122.87,38.62,18.0,2721.0,557.0,1667.0,539.0,3.1875,176100.0,<1H OCEAN +-122.82,38.64,29.0,2176.0,385.0,1117.0,374.0,3.8681,188600.0,<1H OCEAN +-122.83,38.58,17.0,5199.0,1023.0,2036.0,890.0,3.2452,168800.0,<1H OCEAN +-122.82,38.61,41.0,2720.0,501.0,987.0,364.0,4.0294,201700.0,<1H OCEAN +-122.85,38.62,16.0,4418.0,704.0,1908.0,697.0,4.5913,244600.0,<1H OCEAN +-123.01,38.67,33.0,914.0,147.0,394.0,132.0,4.6875,246200.0,<1H OCEAN +-122.94,38.57,33.0,1530.0,266.0,728.0,250.0,5.1005,266700.0,<1H OCEAN +-122.94,38.64,26.0,4050.0,712.0,2072.0,636.0,4.0781,287800.0,<1H OCEAN +-122.95,38.73,37.0,1548.0,328.0,863.0,287.0,2.9792,151300.0,<1H OCEAN +-122.87,38.68,32.0,4073.0,718.0,2053.0,629.0,3.7352,228000.0,<1H OCEAN +-122.85,38.77,18.0,2856.0,513.0,1027.0,405.0,4.6953,241700.0,<1H OCEAN +-122.7,38.66,43.0,1384.0,284.0,582.0,224.0,3.9063,210000.0,<1H OCEAN +-123.03,38.79,16.0,4047.0,769.0,1998.0,673.0,3.375,171900.0,<1H OCEAN +-123.02,38.81,35.0,956.0,213.0,488.0,215.0,3.025,140600.0,<1H OCEAN +-123.02,38.81,45.0,1717.0,389.0,916.0,367.0,3.2425,138800.0,<1H OCEAN +-123.01,38.8,21.0,360.0,96.0,131.0,74.0,3.5156,133300.0,<1H OCEAN +-123.01,38.79,32.0,2697.0,529.0,1417.0,535.0,3.2546,134100.0,<1H OCEAN +-123.1,38.79,20.0,3109.0,712.0,1643.0,638.0,2.8344,164400.0,<1H OCEAN +-123.49,38.7,9.0,5409.0,1019.0,594.0,327.0,3.3125,295400.0,NEAR OCEAN +-123.24,38.7,38.0,1460.0,311.0,569.0,176.0,2.7171,131300.0,NEAR OCEAN +-123.25,38.54,27.0,3658.0,764.0,1278.0,518.0,3.3536,157500.0,NEAR OCEAN +-123.08,38.38,28.0,3297.0,676.0,923.0,373.0,3.9167,232600.0,NEAR OCEAN +-122.96,38.42,50.0,2530.0,524.0,940.0,361.0,2.9375,122900.0,<1H OCEAN +-123.07,38.46,31.0,855.0,217.0,280.0,139.0,2.3611,112500.0,NEAR OCEAN +-122.93,38.38,18.0,2562.0,500.0,1128.0,414.0,3.9336,262500.0,<1H OCEAN +-123.02,38.36,16.0,1496.0,298.0,778.0,284.0,3.8589,268800.0,NEAR OCEAN +-123.0,38.33,8.0,3223.0,637.0,851.0,418.0,5.6445,364800.0,NEAR OCEAN +-120.84,37.92,27.0,471.0,84.0,195.0,72.0,3.3333,208300.0,INLAND +-120.79,37.82,17.0,4227.0,729.0,1809.0,679.0,3.2667,269500.0,INLAND +-120.9,37.81,27.0,4213.0,750.0,2142.0,746.0,3.7031,173300.0,INLAND +-120.9,37.76,20.0,570.0,112.0,304.0,108.0,2.2024,156300.0,INLAND +-120.86,37.73,27.0,508.0,93.0,263.0,81.0,3.1136,183300.0,INLAND +-120.79,37.76,14.0,3531.0,508.0,1505.0,497.0,5.5228,275300.0,INLAND +-120.76,37.73,16.0,1343.0,241.0,732.0,195.0,3.5833,187500.0,INLAND +-120.69,37.77,46.0,431.0,86.0,239.0,80.0,3.3182,282100.0,INLAND +-120.87,37.77,9.0,4838.0,920.0,2460.0,923.0,3.5959,142700.0,INLAND +-120.85,37.77,52.0,436.0,81.0,197.0,68.0,1.8625,85400.0,INLAND +-120.86,37.77,45.0,621.0,129.0,257.0,124.0,1.7188,109400.0,INLAND +-120.86,37.77,38.0,1545.0,279.0,662.0,266.0,3.825,96400.0,INLAND +-120.86,37.77,28.0,1208.0,232.0,535.0,232.0,2.3523,94700.0,INLAND +-120.87,37.76,16.0,1174.0,249.0,601.0,242.0,1.7143,113300.0,INLAND +-120.85,37.77,20.0,651.0,157.0,421.0,151.0,2.0833,77300.0,INLAND +-120.85,37.77,37.0,1738.0,403.0,936.0,366.0,2.4717,77100.0,INLAND +-120.86,37.76,32.0,964.0,198.0,623.0,201.0,3.0917,88900.0,INLAND +-120.87,37.76,16.0,2022.0,413.0,1126.0,408.0,2.5655,116400.0,INLAND +-120.85,37.75,26.0,28.0,4.0,9.0,5.0,1.625,85000.0,INLAND +-120.85,37.78,15.0,3553.0,659.0,1684.0,611.0,3.3169,131200.0,INLAND +-120.85,37.78,25.0,421.0,,303.0,106.0,2.2679,71300.0,INLAND +-120.85,37.77,35.0,404.0,96.0,261.0,100.0,2.4583,75000.0,INLAND +-120.85,37.78,30.0,1120.0,248.0,609.0,237.0,2.2386,87200.0,INLAND +-120.83,37.77,20.0,1717.0,403.0,1062.0,401.0,1.6759,116700.0,INLAND +-120.85,37.77,10.0,423.0,110.0,295.0,94.0,1.3583,85200.0,INLAND +-120.83,37.76,21.0,435.0,96.0,219.0,83.0,2.9125,112500.0,INLAND +-120.83,37.79,16.0,893.0,164.0,548.0,155.0,3.6875,121900.0,INLAND +-120.93,37.74,37.0,1956.0,402.0,1265.0,397.0,2.3023,91900.0,INLAND +-120.94,37.74,35.0,1166.0,268.0,515.0,266.0,2.3469,90200.0,INLAND +-120.95,37.74,18.0,3453.0,666.0,1958.0,601.0,3.0043,156500.0,INLAND +-120.95,37.73,12.0,3609.0,712.0,2650.0,742.0,2.8565,92700.0,INLAND +-120.93,37.73,14.0,2799.0,,2294.0,596.0,2.6343,81500.0,INLAND +-120.93,37.72,18.0,391.0,71.0,247.0,71.0,4.3864,179500.0,INLAND +-120.98,37.71,22.0,434.0,89.0,195.0,86.0,2.4211,268800.0,INLAND +-120.99,37.7,14.0,9849.0,1887.0,4356.0,1780.0,3.5877,160900.0,INLAND +-120.97,37.69,14.0,5514.0,909.0,2819.0,970.0,3.8598,174400.0,INLAND +-120.91,37.74,19.0,1690.0,327.0,855.0,296.0,3.25,176700.0,INLAND +-120.91,37.73,31.0,840.0,154.0,429.0,150.0,2.4063,170200.0,INLAND +-120.92,37.7,24.0,527.0,112.0,270.0,112.0,1.6172,156300.0,INLAND +-120.94,37.7,25.0,1005.0,159.0,390.0,139.0,4.4,174100.0,INLAND +-120.97,37.73,19.0,3725.0,543.0,1412.0,463.0,5.7476,248600.0,INLAND +-121.01,37.74,14.0,2368.0,297.0,796.0,301.0,8.7783,435000.0,INLAND +-121.01,37.72,23.0,1373.0,264.0,677.0,245.0,2.5486,161100.0,INLAND +-121.06,37.73,5.0,2256.0,420.0,1246.0,397.0,4.9236,155900.0,INLAND +-121.07,37.71,39.0,223.0,37.0,92.0,37.0,3.375,212500.0,INLAND +-121.08,37.69,19.0,6473.0,1212.0,3559.0,1123.0,3.2246,129300.0,INLAND +-121.14,37.7,29.0,1343.0,223.0,751.0,225.0,3.2391,187500.0,INLAND +-121.09,37.67,30.0,1653.0,285.0,800.0,291.0,3.3482,220000.0,INLAND +-121.09,37.61,42.0,1787.0,296.0,921.0,287.0,3.8864,171400.0,INLAND +-121.18,37.64,43.0,1244.0,209.0,611.0,197.0,2.875,187500.0,INLAND +-121.06,37.7,7.0,9374.0,1847.0,4827.0,1722.0,3.462,151900.0,INLAND +-121.04,37.7,52.0,349.0,59.0,121.0,40.0,3.3036,197500.0,INLAND +-121.04,37.69,5.0,9601.0,1639.0,4449.0,1575.0,4.5332,195500.0,INLAND +-121.02,37.71,25.0,207.0,41.0,87.0,43.0,3.6023,131300.0,INLAND +-121.03,37.69,6.0,2607.0,557.0,1266.0,475.0,3.4632,137700.0,INLAND +-121.02,37.7,16.0,3476.0,650.0,2126.0,665.0,3.3438,125400.0,INLAND +-121.0,37.71,52.0,102.0,23.0,35.0,33.0,2.25,175000.0,INLAND +-121.01,37.7,12.0,9148.0,1906.0,4656.0,1853.0,3.2447,142200.0,INLAND +-121.06,37.67,31.0,906.0,146.0,383.0,129.0,3.4167,196900.0,INLAND +-121.06,37.66,6.0,3655.0,598.0,1993.0,596.0,4.6053,150100.0,INLAND +-121.05,37.65,5.0,3096.0,545.0,1760.0,519.0,4.5701,146400.0,INLAND +-121.04,37.66,11.0,1658.0,301.0,913.0,298.0,4.1705,162800.0,INLAND +-121.04,37.65,8.0,1959.0,379.0,995.0,365.0,3.3567,129100.0,INLAND +-121.03,37.65,37.0,375.0,58.0,120.0,37.0,3.9844,150000.0,INLAND +-121.04,37.67,16.0,19.0,19.0,166.0,9.0,0.536,162500.0,INLAND +-121.0,37.69,18.0,3469.0,661.0,1452.0,628.0,3.4079,147500.0,INLAND +-121.01,37.69,20.0,3275.0,760.0,1538.0,705.0,2.48,135600.0,INLAND +-121.01,37.68,33.0,828.0,123.0,373.0,133.0,5.5,146200.0,INLAND +-121.0,37.68,15.0,1232.0,180.0,408.0,196.0,6.9682,182400.0,INLAND +-121.0,37.68,29.0,2911.0,445.0,1170.0,460.0,4.9904,158100.0,INLAND +-121.01,37.68,33.0,3230.0,587.0,1579.0,560.0,3.5775,109700.0,INLAND +-121.0,37.67,26.0,90.0,18.0,47.0,18.0,1.125,87500.0,INLAND +-121.04,37.68,18.0,5129.0,1171.0,3622.0,1128.0,2.0272,92700.0,INLAND +-121.04,37.68,28.0,1909.0,398.0,1140.0,380.0,2.3783,81400.0,INLAND +-121.02,37.69,19.0,3814.0,790.0,2219.0,804.0,3.5208,145000.0,INLAND +-121.03,37.69,5.0,4034.0,771.0,1967.0,742.0,3.8065,146000.0,INLAND +-121.04,37.69,9.0,6333.0,1355.0,3265.0,1265.0,3.0217,160900.0,INLAND +-121.02,37.68,25.0,3262.0,588.0,1834.0,578.0,3.996,114500.0,INLAND +-121.03,37.68,20.0,3204.0,625.0,2016.0,605.0,2.6567,110400.0,INLAND +-121.03,37.68,27.0,1956.0,327.0,1004.0,307.0,3.7857,110500.0,INLAND +-121.02,37.68,28.0,2875.0,560.0,1608.0,558.0,3.5489,106400.0,INLAND +-120.94,37.68,4.0,13315.0,2424.0,6420.0,2289.0,4.2471,162100.0,INLAND +-120.95,37.67,15.0,3062.0,584.0,1624.0,538.0,4.3864,137600.0,INLAND +-120.96,37.66,16.0,4961.0,902.0,2654.0,804.0,4.2823,138300.0,INLAND +-120.95,37.66,16.0,4478.0,647.0,1990.0,672.0,5.1473,188400.0,INLAND +-120.95,37.65,37.0,136.0,20.0,72.0,22.0,2.2279,225000.0,INLAND +-120.93,37.67,6.0,3491.0,657.0,2075.0,644.0,3.3844,138500.0,INLAND +-120.93,37.66,10.0,7566.0,1348.0,3227.0,1199.0,4.744,148100.0,INLAND +-120.94,37.66,17.0,1147.0,140.0,327.0,136.0,6.8654,290500.0,INLAND +-120.98,37.69,18.0,3176.0,468.0,1296.0,471.0,5.5684,185100.0,INLAND +-120.99,37.69,25.0,2773.0,384.0,1060.0,381.0,6.4788,199400.0,INLAND +-120.99,37.68,30.0,1975.0,375.0,732.0,326.0,2.6932,94900.0,INLAND +-120.98,37.68,24.0,705.0,114.0,347.0,141.0,3.1912,149600.0,INLAND +-120.97,37.69,16.0,2793.0,476.0,1279.0,477.0,3.4667,160900.0,INLAND +-120.97,37.69,15.0,4065.0,841.0,1986.0,680.0,3.072,114300.0,INLAND +-120.97,37.68,16.0,2349.0,446.0,1302.0,392.0,3.1625,130300.0,INLAND +-120.97,37.68,9.0,1114.0,172.0,529.0,174.0,4.7159,163700.0,INLAND +-120.98,37.68,27.0,4006.0,762.0,1806.0,718.0,3.1848,112800.0,INLAND +-120.99,37.68,28.0,3269.0,647.0,1595.0,617.0,2.2336,112700.0,INLAND +-120.99,37.67,16.0,568.0,124.0,307.0,116.0,2.1518,107400.0,INLAND +-120.98,37.67,13.0,1221.0,260.0,682.0,275.0,3.65,155500.0,INLAND +-120.97,37.68,16.0,2493.0,535.0,1370.0,504.0,3.3368,121200.0,INLAND +-120.98,37.68,18.0,4197.0,1006.0,2203.0,874.0,2.166,118600.0,INLAND +-120.97,37.67,16.0,1499.0,250.0,1292.0,271.0,4.3851,117300.0,INLAND +-120.96,37.67,17.0,2434.0,511.0,1558.0,546.0,2.9219,114300.0,INLAND +-120.96,37.67,18.0,1442.0,229.0,538.0,220.0,4.2969,163200.0,INLAND +-120.97,37.67,31.0,1648.0,293.0,792.0,294.0,2.4,121500.0,INLAND +-120.97,37.66,19.0,1974.0,393.0,799.0,377.0,3.1286,137500.0,INLAND +-120.96,37.66,15.0,2485.0,434.0,1296.0,434.0,3.8542,145200.0,INLAND +-120.97,37.66,24.0,2930.0,588.0,1448.0,570.0,3.5395,127900.0,INLAND +-120.97,37.66,21.0,2760.0,632.0,1260.0,576.0,2.0227,179800.0,INLAND +-120.98,37.66,33.0,1959.0,342.0,984.0,356.0,4.5208,114200.0,INLAND +-120.98,37.66,40.0,3012.0,616.0,1423.0,595.0,2.6346,100600.0,INLAND +-120.98,37.65,36.0,826.0,167.0,432.0,150.0,2.5,103100.0,INLAND +-120.98,37.66,10.0,934.0,,401.0,255.0,0.9336,127100.0,INLAND +-120.98,37.67,33.0,1433.0,298.0,824.0,302.0,2.7621,109100.0,INLAND +-120.99,37.67,28.0,1768.0,423.0,1066.0,392.0,1.8315,90500.0,INLAND +-120.99,37.66,30.0,1718.0,395.0,914.0,400.0,1.933,107000.0,INLAND +-120.99,37.66,39.0,1748.0,329.0,831.0,302.0,2.5938,135600.0,INLAND +-120.99,37.66,46.0,1750.0,347.0,754.0,356.0,2.9137,106000.0,INLAND +-120.99,37.65,44.0,2848.0,623.0,1408.0,576.0,2.1487,86600.0,INLAND +-121.0,37.65,52.0,3887.0,803.0,1768.0,779.0,2.5089,119000.0,INLAND +-121.0,37.67,27.0,2278.0,479.0,995.0,449.0,2.5148,110200.0,INLAND +-121.01,37.67,37.0,2483.0,459.0,1072.0,445.0,3.0721,108100.0,INLAND +-121.01,37.66,36.0,3679.0,613.0,1366.0,581.0,4.5,151400.0,INLAND +-121.0,37.66,43.0,2369.0,413.0,944.0,422.0,3.2632,138100.0,INLAND +-121.0,37.66,43.0,2039.0,331.0,875.0,342.0,3.9844,152000.0,INLAND +-121.01,37.65,47.0,1713.0,334.0,570.0,297.0,2.1969,149400.0,INLAND +-121.02,37.67,32.0,3951.0,797.0,1916.0,740.0,2.6722,111500.0,INLAND +-121.03,37.67,24.0,2162.0,459.0,1468.0,441.0,3.1857,98300.0,INLAND +-121.03,37.66,31.0,887.0,217.0,614.0,199.0,2.1528,75500.0,INLAND +-121.02,37.66,36.0,3495.0,641.0,1688.0,684.0,3.1568,109900.0,INLAND +-121.02,37.66,28.0,1437.0,400.0,806.0,338.0,1.6078,125000.0,INLAND +-121.02,37.65,20.0,2973.0,620.0,1996.0,570.0,3.0645,106000.0,INLAND +-121.03,37.64,22.0,2001.0,387.0,1520.0,387.0,3.148,102300.0,INLAND +-121.03,37.63,5.0,2881.0,584.0,1490.0,570.0,3.0398,120000.0,INLAND +-121.05,37.64,33.0,1438.0,237.0,569.0,208.0,3.3516,150000.0,INLAND +-121.05,37.62,37.0,1043.0,196.0,555.0,197.0,3.4125,125000.0,INLAND +-121.02,37.64,42.0,1437.0,307.0,1035.0,284.0,2.1036,88300.0,INLAND +-121.02,37.63,35.0,1591.0,364.0,1290.0,352.0,1.564,81800.0,INLAND +-121.02,37.62,30.0,1721.0,399.0,1878.0,382.0,2.5363,83900.0,INLAND +-121.02,37.61,33.0,1469.0,370.0,1318.0,349.0,1.7104,59000.0,INLAND +-121.03,37.62,43.0,1241.0,240.0,612.0,266.0,2.8194,81300.0,INLAND +-121.03,37.62,46.0,2331.0,508.0,1210.0,484.0,2.5313,77700.0,INLAND +-121.02,37.62,14.0,5737.0,1286.0,4722.0,1210.0,1.6731,95800.0,INLAND +-121.01,37.64,52.0,201.0,35.0,74.0,22.0,1.3036,75000.0,INLAND +-121.01,37.64,36.0,1981.0,507.0,1998.0,468.0,1.9013,69900.0,INLAND +-121.01,37.64,33.0,693.0,207.0,598.0,192.0,1.0217,81300.0,INLAND +-121.0,37.64,43.0,311.0,95.0,293.0,94.0,1.2902,67500.0,INLAND +-120.99,37.64,41.0,1580.0,385.0,881.0,361.0,2.7538,99600.0,INLAND +-120.99,37.64,50.0,683.0,189.0,459.0,195.0,1.8162,70000.0,INLAND +-121.0,37.65,17.0,484.0,202.0,198.0,204.0,0.6825,187500.0,INLAND +-121.01,37.65,52.0,178.0,53.0,152.0,62.0,0.4999,82500.0,INLAND +-121.0,37.64,19.0,121.0,41.0,658.0,41.0,0.9573,162500.0,INLAND +-121.0,37.64,52.0,530.0,177.0,325.0,158.0,1.1875,90600.0,INLAND +-120.97,37.65,16.0,3960.0,716.0,1776.0,724.0,3.9886,137500.0,INLAND +-120.96,37.64,41.0,1467.0,328.0,673.0,310.0,2.7917,90700.0,INLAND +-120.97,37.64,42.0,2359.0,504.0,1131.0,480.0,2.0833,95500.0,INLAND +-120.98,37.65,40.0,422.0,63.0,158.0,63.0,7.3841,172200.0,INLAND +-120.98,37.64,45.0,1913.0,335.0,839.0,333.0,3.1397,110700.0,INLAND +-120.98,37.64,40.0,1791.0,359.0,679.0,322.0,2.1458,130300.0,INLAND +-120.9,37.66,19.0,3377.0,669.0,2426.0,663.0,2.9783,82500.0,INLAND +-120.91,37.66,36.0,1320.0,255.0,720.0,232.0,2.6523,76300.0,INLAND +-120.9,37.64,26.0,1762.0,418.0,855.0,308.0,1.6767,81300.0,INLAND +-120.94,37.65,13.0,5075.0,978.0,3033.0,838.0,3.0577,119000.0,INLAND +-120.93,37.65,1.0,2254.0,328.0,402.0,112.0,4.25,189200.0,INLAND +-120.92,37.65,23.0,505.0,124.0,163.0,129.0,1.3696,275000.0,INLAND +-120.95,37.65,14.0,5200.0,1119.0,3221.0,1102.0,2.6964,107000.0,INLAND +-120.96,37.65,34.0,1700.0,325.0,972.0,326.0,2.4485,95500.0,INLAND +-120.95,37.64,32.0,3487.0,740.0,1957.0,685.0,2.7209,88300.0,INLAND +-120.94,37.63,43.0,244.0,52.0,176.0,60.0,1.425,69400.0,INLAND +-120.92,37.63,39.0,45.0,8.0,22.0,9.0,1.7679,450000.0,INLAND +-120.96,37.64,36.0,60.0,12.0,51.0,14.0,3.625,67500.0,INLAND +-120.98,37.64,39.0,2617.0,659.0,2052.0,642.0,1.6952,65000.0,INLAND +-120.97,37.63,39.0,2360.0,607.0,2047.0,605.0,1.7054,58800.0,INLAND +-121.0,37.63,31.0,215.0,62.0,192.0,66.0,1.75,73800.0,INLAND +-121.0,37.63,49.0,2051.0,500.0,1525.0,467.0,1.59,80900.0,INLAND +-121.01,37.63,41.0,2764.0,639.0,2122.0,600.0,1.9643,74900.0,INLAND +-121.01,37.62,35.0,568.0,150.0,622.0,145.0,1.8167,79500.0,INLAND +-121.01,37.62,35.0,2074.0,477.0,1687.0,431.0,2.0885,73700.0,INLAND +-120.98,37.62,26.0,3819.0,955.0,3010.0,932.0,1.9206,81300.0,INLAND +-120.99,37.63,21.0,319.0,120.0,276.0,85.0,2.4792,60000.0,INLAND +-121.0,37.62,28.0,1153.0,420.0,1043.0,357.0,1.0801,75000.0,INLAND +-120.99,37.62,37.0,2014.0,505.0,1787.0,515.0,1.5515,54100.0,INLAND +-121.01,37.61,5.0,3655.0,696.0,2316.0,647.0,3.4703,129300.0,INLAND +-121.0,37.61,36.0,2647.0,604.0,2045.0,550.0,2.273,62900.0,INLAND +-121.0,37.6,22.0,4412.0,925.0,3116.0,817.0,2.6899,82100.0,INLAND +-121.02,37.6,33.0,1009.0,238.0,1027.0,246.0,2.5993,68000.0,INLAND +-120.98,37.6,36.0,1437.0,,1073.0,320.0,2.1779,58400.0,INLAND +-120.99,37.61,39.0,512.0,132.0,443.0,127.0,1.2857,60000.0,INLAND +-120.98,37.59,2.0,5042.0,834.0,2784.0,787.0,4.6484,145900.0,INLAND +-120.96,37.59,11.0,4236.0,879.0,2410.0,850.0,2.3849,122000.0,INLAND +-120.95,37.59,29.0,1727.0,439.0,1063.0,386.0,1.8929,63600.0,INLAND +-120.94,37.61,13.0,3309.0,603.0,1796.0,555.0,3.8372,129300.0,INLAND +-120.95,37.61,17.0,4054.0,654.0,2034.0,667.0,4.6833,142200.0,INLAND +-120.96,37.61,23.0,3497.0,887.0,2467.0,816.0,1.9444,93400.0,INLAND +-120.97,37.61,16.0,1326.0,375.0,884.0,375.0,1.871,103900.0,INLAND +-120.95,37.6,35.0,1493.0,278.0,729.0,268.0,2.9821,97400.0,INLAND +-120.94,37.6,30.0,3257.0,574.0,1804.0,588.0,3.5331,102900.0,INLAND +-120.95,37.59,43.0,1561.0,354.0,862.0,332.0,1.8466,81500.0,INLAND +-120.94,37.59,16.0,3964.0,824.0,2622.0,766.0,2.3152,111300.0,INLAND +-120.94,37.58,19.0,1549.0,369.0,770.0,370.0,2.0493,99500.0,INLAND +-120.95,37.62,11.0,4981.0,814.0,1934.0,686.0,3.7041,174800.0,INLAND +-120.97,37.62,7.0,8489.0,1673.0,5807.0,1575.0,2.9451,127800.0,INLAND +-120.54,37.68,18.0,335.0,76.0,189.0,67.0,1.2273,87500.0,INLAND +-120.64,37.7,16.0,284.0,51.0,239.0,46.0,1.8958,137500.0,INLAND +-120.75,37.69,24.0,2282.0,423.0,1167.0,398.0,3.8214,116100.0,INLAND +-120.86,37.69,5.0,6660.0,1217.0,3012.0,1087.0,3.0809,143600.0,INLAND +-120.87,37.64,40.0,1010.0,155.0,488.0,157.0,3.8984,170500.0,INLAND +-120.82,37.64,20.0,3375.0,630.0,1505.0,598.0,2.69,201300.0,INLAND +-120.77,37.64,8.0,3294.0,667.0,2277.0,652.0,2.6417,96800.0,INLAND +-120.76,37.65,25.0,3214.0,682.0,2319.0,640.0,2.0385,84300.0,INLAND +-120.46,37.65,17.0,315.0,89.0,130.0,58.0,1.4464,79200.0,INLAND +-120.59,37.59,36.0,291.0,48.0,124.0,47.0,5.6945,154200.0,INLAND +-120.69,37.59,27.0,1170.0,227.0,660.0,222.0,2.3906,81800.0,INLAND +-120.76,37.61,30.0,816.0,159.0,531.0,147.0,3.2604,87900.0,INLAND +-120.8,37.61,30.0,918.0,154.0,469.0,139.0,3.9688,175000.0,INLAND +-120.76,37.58,35.0,1395.0,264.0,756.0,253.0,3.6181,178600.0,INLAND +-120.83,37.58,30.0,1527.0,256.0,757.0,240.0,3.6629,171400.0,INLAND +-120.85,37.57,27.0,819.0,157.0,451.0,150.0,3.4934,193800.0,INLAND +-120.88,37.57,22.0,1440.0,267.0,774.0,249.0,3.9821,204300.0,INLAND +-120.87,37.62,30.0,455.0,70.0,220.0,69.0,4.8958,142500.0,INLAND +-120.87,37.6,32.0,4579.0,914.0,2742.0,856.0,2.6619,86200.0,INLAND +-120.86,37.6,25.0,1178.0,206.0,709.0,214.0,4.5625,133600.0,INLAND +-120.89,37.59,33.0,1016.0,206.0,617.0,209.0,2.151,195800.0,INLAND +-120.92,37.6,12.0,4485.0,805.0,2445.0,832.0,3.7611,123100.0,INLAND +-120.92,37.59,26.0,1705.0,279.0,642.0,236.0,2.6591,180500.0,INLAND +-120.91,37.57,26.0,3396.0,705.0,2446.0,694.0,2.0521,65400.0,INLAND +-120.93,37.56,17.0,1812.0,361.0,672.0,334.0,1.55,166100.0,INLAND +-120.95,37.57,29.0,1179.0,249.0,672.0,243.0,3.1125,154800.0,INLAND +-120.98,37.57,27.0,925.0,176.0,449.0,168.0,2.6406,129700.0,INLAND +-121.02,37.58,36.0,1285.0,270.0,706.0,273.0,1.7169,121400.0,INLAND +-121.04,37.6,27.0,958.0,184.0,580.0,177.0,2.1875,82800.0,INLAND +-121.09,37.56,32.0,1717.0,325.0,1356.0,307.0,2.6705,91900.0,INLAND +-121.03,37.55,32.0,946.0,198.0,624.0,173.0,1.9728,97900.0,INLAND +-121.04,37.5,33.0,613.0,123.0,343.0,116.0,3.1875,129200.0,INLAND +-121.02,37.48,26.0,467.0,,244.0,83.0,4.1346,187500.0,INLAND +-121.12,37.48,5.0,4109.0,820.0,3062.0,713.0,3.2396,125200.0,INLAND +-121.14,37.47,38.0,2427.0,450.0,1272.0,474.0,2.8833,115200.0,INLAND +-121.14,37.48,6.0,1772.0,332.0,1011.0,331.0,3.7045,128100.0,INLAND +-121.13,37.47,37.0,1995.0,448.0,1559.0,443.0,2.1833,92700.0,INLAND +-121.11,37.47,12.0,2263.0,410.0,913.0,330.0,3.5795,145600.0,INLAND +-121.14,37.46,4.0,2919.0,503.0,1592.0,491.0,5.2452,161900.0,INLAND +-121.2,37.6,30.0,2110.0,406.0,1301.0,345.0,2.3173,86500.0,INLAND +-121.27,37.56,31.0,1223.0,330.0,1067.0,245.0,2.8558,100000.0,INLAND +-121.31,37.44,33.0,69.0,28.0,47.0,14.0,0.536,112500.0,INLAND +-121.21,37.5,34.0,294.0,49.0,147.0,47.0,3.0,162500.0,INLAND +-121.14,37.52,37.0,1358.0,231.0,586.0,214.0,3.1645,170800.0,INLAND +-121.06,37.45,33.0,1401.0,299.0,915.0,282.0,3.4464,162500.0,INLAND +-121.06,37.42,52.0,504.0,96.0,295.0,97.0,3.5,73500.0,INLAND +-121.11,37.43,42.0,412.0,75.0,227.0,75.0,2.5,74200.0,INLAND +-121.29,37.33,36.0,48.0,12.0,27.0,8.0,4.0,75000.0,INLAND +-121.09,37.33,40.0,524.0,112.0,329.0,96.0,1.7188,112500.0,INLAND +-121.01,37.37,41.0,1045.0,233.0,632.0,230.0,2.3583,95000.0,INLAND +-121.01,37.33,17.0,1926.0,410.0,1054.0,321.0,1.6214,71500.0,INLAND +-121.03,37.33,27.0,1333.0,230.0,730.0,229.0,3.06,106000.0,INLAND +-121.03,37.32,42.0,2905.0,561.0,1457.0,551.0,2.2566,82100.0,INLAND +-121.04,37.3,6.0,2657.0,486.0,1409.0,392.0,3.3824,115500.0,INLAND +-120.84,37.53,14.0,3643.0,706.0,2070.0,697.0,3.1523,141800.0,INLAND +-120.86,37.53,18.0,2829.0,732.0,1751.0,712.0,1.6445,156900.0,INLAND +-120.88,37.53,18.0,239.0,39.0,92.0,36.0,5.3168,175000.0,INLAND +-120.85,37.55,45.0,350.0,62.0,187.0,63.0,2.5938,275000.0,INLAND +-120.89,37.54,30.0,509.0,115.0,275.0,115.0,2.2679,250000.0,INLAND +-120.89,37.52,42.0,1200.0,221.0,647.0,192.0,2.5402,157500.0,INLAND +-120.96,37.54,29.0,1468.0,245.0,747.0,231.0,3.4643,125000.0,INLAND +-120.96,37.51,30.0,1288.0,237.0,720.0,233.0,2.3864,139100.0,INLAND +-120.96,37.48,32.0,1256.0,212.0,682.0,236.0,2.9844,135900.0,INLAND +-120.97,37.43,27.0,1380.0,,810.0,262.0,2.1875,137500.0,INLAND +-120.8,37.55,18.0,1802.0,335.0,1110.0,329.0,3.1641,96300.0,INLAND +-120.79,37.53,20.0,1417.0,263.0,853.0,263.0,3.3083,108300.0,INLAND +-120.8,37.53,29.0,1162.0,254.0,726.0,225.0,2.1932,90600.0,INLAND +-120.81,37.53,15.0,570.0,123.0,189.0,107.0,1.875,181300.0,INLAND +-120.82,37.54,20.0,707.0,114.0,282.0,86.0,6.1324,164800.0,INLAND +-120.8,37.52,13.0,2920.0,481.0,1602.0,490.0,3.9286,145800.0,INLAND +-120.72,37.54,17.0,729.0,134.0,431.0,121.0,4.2188,131300.0,INLAND +-120.79,37.49,44.0,1186.0,225.0,687.0,234.0,3.4167,160700.0,INLAND +-120.84,37.47,11.0,2285.0,499.0,1468.0,471.0,2.7857,110300.0,INLAND +-120.89,37.48,27.0,1118.0,195.0,647.0,209.0,2.9135,159400.0,INLAND +-120.89,37.45,29.0,1940.0,337.0,1070.0,332.0,3.6597,145600.0,INLAND +-120.88,37.52,2.0,1871.0,409.0,707.0,256.0,2.6103,133600.0,INLAND +-120.87,37.5,7.0,4966.0,985.0,2431.0,904.0,3.1042,122500.0,INLAND +-120.86,37.5,34.0,4272.0,996.0,2916.0,962.0,1.9829,82800.0,INLAND +-120.85,37.49,39.0,2840.0,733.0,2606.0,737.0,1.9429,76400.0,INLAND +-120.86,37.49,37.0,1084.0,271.0,893.0,236.0,1.6213,69500.0,INLAND +-120.86,37.49,22.0,2140.0,445.0,1441.0,409.0,2.4706,89400.0,INLAND +-120.85,37.49,42.0,264.0,72.0,310.0,70.0,1.4063,61500.0,INLAND +-120.84,37.48,10.0,2874.0,612.0,1960.0,596.0,2.7381,104600.0,INLAND +-120.86,37.52,9.0,9885.0,1871.0,5372.0,1843.0,3.4821,127100.0,INLAND +-120.85,37.51,5.0,2899.0,745.0,1593.0,633.0,2.2292,127500.0,INLAND +-120.85,37.51,15.0,1131.0,285.0,728.0,281.0,1.5531,93100.0,INLAND +-120.84,37.5,47.0,2310.0,484.0,1126.0,447.0,2.2083,97300.0,INLAND +-120.85,37.5,52.0,1724.0,352.0,922.0,348.0,1.7227,85700.0,INLAND +-120.84,37.49,25.0,2383.0,576.0,1234.0,583.0,1.4529,86100.0,INLAND +-120.82,37.49,25.0,1611.0,285.0,882.0,261.0,3.5547,122400.0,INLAND +-120.82,37.51,17.0,1664.0,253.0,736.0,254.0,4.4083,165800.0,INLAND +-120.83,37.51,34.0,3078.0,477.0,1226.0,487.0,4.601,150000.0,INLAND +-120.82,37.5,21.0,2974.0,495.0,1313.0,461.0,4.4886,135400.0,INLAND +-120.83,37.5,30.0,1340.0,244.0,631.0,231.0,3.375,118500.0,INLAND +-120.84,37.51,8.0,1191.0,242.0,688.0,260.0,2.7243,138400.0,INLAND +-120.84,37.51,14.0,6337.0,1593.0,3909.0,1480.0,2.0643,106500.0,INLAND +-120.83,37.52,6.0,1488.0,252.0,773.0,259.0,4.1859,150000.0,INLAND +-120.84,37.52,16.0,4527.0,887.0,2531.0,825.0,3.7065,124800.0,INLAND +-120.84,37.51,20.0,1901.0,313.0,1258.0,320.0,3.8958,126800.0,INLAND +-120.83,37.51,13.0,3795.0,604.0,1639.0,609.0,4.6635,198400.0,INLAND +-121.62,39.16,7.0,4480.0,776.0,2271.0,767.0,3.809,110700.0,INLAND +-121.63,39.16,7.0,1879.0,444.0,1065.0,410.0,2.4183,103800.0,INLAND +-121.63,39.15,27.0,336.0,60.0,195.0,68.0,5.3946,71800.0,INLAND +-121.62,39.16,16.0,2037.0,464.0,1267.0,451.0,2.4556,97100.0,INLAND +-121.63,39.15,16.0,1547.0,418.0,940.0,400.0,1.5613,72500.0,INLAND +-121.63,39.15,27.0,2991.0,637.0,1419.0,606.0,1.8849,73500.0,INLAND +-121.62,39.15,36.0,2321.0,455.0,1168.0,489.0,3.0962,74000.0,INLAND +-121.62,39.15,23.0,1984.0,528.0,1043.0,452.0,1.9375,65300.0,INLAND +-121.63,39.14,39.0,1874.0,411.0,822.0,377.0,2.5038,68300.0,INLAND +-121.62,39.14,41.0,2183.0,559.0,1202.0,506.0,1.6902,61500.0,INLAND +-121.61,39.14,44.0,2035.0,476.0,1030.0,453.0,1.4661,65200.0,INLAND +-121.62,39.13,41.0,1317.0,309.0,856.0,337.0,1.6719,64100.0,INLAND +-121.63,39.13,26.0,2355.0,531.0,1047.0,497.0,1.8208,79500.0,INLAND +-121.62,39.13,41.0,1147.0,243.0,583.0,239.0,2.2431,63400.0,INLAND +-121.61,39.13,21.0,1432.0,328.0,933.0,336.0,1.6823,83800.0,INLAND +-121.63,39.12,34.0,1991.0,348.0,804.0,344.0,3.4492,98800.0,INLAND +-121.62,39.12,35.0,2787.0,587.0,1431.0,601.0,2.5469,65900.0,INLAND +-121.61,39.13,33.0,2559.0,539.0,1583.0,504.0,1.4727,53000.0,INLAND +-121.6,39.12,21.0,1299.0,338.0,1494.0,311.0,1.3348,225000.0,INLAND +-121.62,39.12,26.0,1405.0,204.0,627.0,215.0,4.2188,94200.0,INLAND +-121.63,39.12,32.0,2574.0,425.0,1099.0,391.0,4.3864,117500.0,INLAND +-121.62,39.11,5.0,2320.0,502.0,1245.0,489.0,3.2465,97200.0,INLAND +-121.63,39.1,22.0,3585.0,548.0,1757.0,577.0,4.174,100100.0,INLAND +-121.62,39.11,11.0,3519.0,577.0,1459.0,549.0,4.2792,123800.0,INLAND +-121.62,39.09,21.0,2693.0,481.0,1337.0,435.0,3.8534,99700.0,INLAND +-121.68,39.13,17.0,1969.0,297.0,717.0,268.0,3.4698,179700.0,INLAND +-121.65,39.13,11.0,4833.0,944.0,2336.0,841.0,2.6842,89100.0,INLAND +-121.68,39.11,19.0,1366.0,220.0,596.0,203.0,4.0625,141700.0,INLAND +-121.64,39.12,13.0,6408.0,1087.0,3294.0,1106.0,4.2656,110700.0,INLAND +-121.64,39.11,18.0,3212.0,542.0,1817.0,508.0,3.3793,92900.0,INLAND +-121.66,39.09,27.0,2098.0,372.0,1090.0,333.0,4.45,96200.0,INLAND +-121.67,39.18,26.0,2121.0,375.0,1125.0,366.0,3.3958,94600.0,INLAND +-121.68,39.15,14.0,2774.0,451.0,1292.0,428.0,4.3833,115200.0,INLAND +-121.67,39.14,22.0,2264.0,390.0,1056.0,403.0,3.6111,112300.0,INLAND +-121.63,39.18,13.0,1907.0,347.0,821.0,367.0,2.0978,134000.0,INLAND +-121.66,39.15,22.0,2144.0,376.0,1200.0,370.0,3.4426,102400.0,INLAND +-121.65,39.16,16.0,5022.0,1103.0,2087.0,956.0,2.3963,114800.0,INLAND +-121.64,39.15,15.0,2659.0,396.0,1159.0,407.0,5.234,124900.0,INLAND +-121.71,39.25,37.0,1871.0,321.0,806.0,294.0,4.0,101400.0,INLAND +-121.68,39.29,29.0,1860.0,400.0,1137.0,365.0,1.5281,61600.0,INLAND +-121.64,39.28,25.0,2857.0,662.0,2076.0,685.0,1.8095,64100.0,INLAND +-121.64,39.22,37.0,1189.0,248.0,627.0,219.0,3.8611,100000.0,INLAND +-121.67,39.26,29.0,3041.0,683.0,2106.0,687.0,1.6315,58000.0,INLAND +-121.83,39.23,25.0,3819.0,702.0,1983.0,658.0,2.4464,72500.0,INLAND +-121.74,39.15,20.0,2302.0,412.0,1205.0,399.0,2.8,71200.0,INLAND +-121.83,39.1,42.0,1282.0,198.0,451.0,159.0,3.2917,97900.0,INLAND +-121.91,39.14,45.0,845.0,155.0,343.0,136.0,2.125,62000.0,INLAND +-121.76,38.94,48.0,540.0,110.0,234.0,74.0,3.6111,67500.0,INLAND +-121.67,38.85,46.0,645.0,131.0,410.0,122.0,1.7417,110400.0,INLAND +-121.69,38.87,38.0,412.0,93.0,304.0,95.0,2.6597,86000.0,INLAND +-121.62,38.96,36.0,1826.0,329.0,1068.0,318.0,1.9797,118800.0,INLAND +-121.7,39.07,26.0,2668.0,510.0,1437.0,505.0,3.3125,100000.0,INLAND +-121.47,38.95,34.0,2129.0,350.0,969.0,314.0,2.7039,106300.0,INLAND +-121.52,38.9,32.0,1650.0,313.0,802.0,284.0,2.9048,98200.0,INLAND +-121.58,38.81,25.0,778.0,135.0,340.0,155.0,1.7857,258300.0,INLAND +-121.51,38.79,29.0,1716.0,323.0,850.0,282.0,2.9324,137500.0,INLAND +-122.1,40.05,26.0,633.0,129.0,305.0,140.0,2.1827,72700.0,INLAND +-122.08,40.09,19.0,2611.0,503.0,1185.0,483.0,2.3657,94000.0,INLAND +-122.12,40.14,34.0,1950.0,407.0,1029.0,376.0,2.5197,82300.0,INLAND +-122.17,40.2,28.0,1782.0,334.0,873.0,311.0,3.3594,79100.0,INLAND +-121.8,40.34,26.0,4815.0,910.0,1341.0,539.0,2.881,79800.0,INLAND +-121.78,40.12,14.0,388.0,108.0,35.0,17.0,6.1359,106300.0,INLAND +-122.42,40.32,16.0,1978.0,375.0,961.0,333.0,2.6827,83900.0,INLAND +-122.34,40.32,12.0,3848.0,689.0,2008.0,683.0,2.6352,92200.0,INLAND +-122.23,40.32,10.0,2336.0,426.0,1003.0,368.0,3.0833,81300.0,INLAND +-122.38,40.09,16.0,2077.0,388.0,1155.0,389.0,3.1361,84800.0,INLAND +-122.57,39.9,15.0,3873.0,810.0,1697.0,627.0,2.4555,55600.0,INLAND +-122.72,40.17,16.0,396.0,78.0,188.0,72.0,1.3889,87500.0,INLAND +-122.2,40.26,15.0,2102.0,358.0,957.0,371.0,3.1908,137900.0,INLAND +-122.38,40.2,16.0,2722.0,511.0,1366.0,495.0,2.8447,87700.0,INLAND +-122.35,40.25,10.0,1621.0,318.0,866.0,283.0,3.5,104300.0,INLAND +-122.26,40.19,35.0,2467.0,469.0,1194.0,444.0,2.0425,63700.0,INLAND +-122.24,40.19,29.0,1912.0,336.0,859.0,325.0,3.7,70500.0,INLAND +-122.23,40.2,17.0,762.0,138.0,322.0,139.0,4.2917,128800.0,INLAND +-122.24,40.18,39.0,2191.0,493.0,1307.0,499.0,1.6483,60800.0,INLAND +-122.24,40.17,51.0,2378.0,584.0,1083.0,494.0,1.577,51900.0,INLAND +-122.25,40.17,47.0,1554.0,308.0,846.0,301.0,1.8077,54100.0,INLAND +-122.22,40.18,13.0,3719.0,803.0,1754.0,764.0,2.3517,88900.0,INLAND +-122.21,40.2,19.0,3404.0,731.0,1421.0,683.0,2.6149,84400.0,INLAND +-122.19,40.2,30.0,2750.0,476.0,1296.0,464.0,3.5305,73600.0,INLAND +-122.21,40.18,30.0,744.0,156.0,410.0,165.0,2.1898,63200.0,INLAND +-122.25,40.17,19.0,3182.0,630.0,1741.0,642.0,1.9727,64900.0,INLAND +-122.24,40.16,19.0,2500.0,509.0,1293.0,494.0,2.035,55100.0,INLAND +-122.23,40.17,21.0,1401.0,331.0,651.0,299.0,2.225,64700.0,INLAND +-122.23,40.15,14.0,2297.0,573.0,1637.0,551.0,1.787,51600.0,INLAND +-122.25,40.15,15.0,1677.0,346.0,858.0,327.0,2.4375,59200.0,INLAND +-122.17,40.11,24.0,1631.0,340.0,1042.0,333.0,1.7708,59000.0,INLAND +-122.19,40.07,21.0,1548.0,290.0,744.0,265.0,1.9773,55000.0,INLAND +-122.18,40.02,30.0,1952.0,397.0,961.0,333.0,2.25,68200.0,INLAND +-122.14,40.07,31.0,2053.0,465.0,1193.0,447.0,1.4923,44400.0,INLAND +-122.13,40.01,21.0,916.0,194.0,451.0,178.0,2.125,63300.0,INLAND +-122.1,40.03,25.0,2516.0,,1266.0,494.0,1.7566,58400.0,INLAND +-122.06,40.02,32.0,1435.0,277.0,690.0,254.0,2.3043,68400.0,INLAND +-122.0,39.94,27.0,852.0,176.0,464.0,148.0,1.7125,58200.0,INLAND +-122.11,39.82,27.0,1065.0,214.0,508.0,198.0,2.625,91700.0,INLAND +-122.12,39.91,16.0,4006.0,797.0,2028.0,752.0,2.3929,77200.0,INLAND +-122.17,39.92,16.0,1566.0,306.0,652.0,287.0,1.9038,60800.0,INLAND +-122.17,39.94,32.0,2352.0,477.0,1316.0,447.0,2.2292,57400.0,INLAND +-122.14,39.97,27.0,1079.0,222.0,625.0,197.0,3.1319,62700.0,INLAND +-122.23,39.95,21.0,2087.0,382.0,888.0,361.0,2.207,86400.0,INLAND +-122.2,39.93,9.0,1296.0,287.0,768.0,260.0,1.9191,54400.0,INLAND +-122.23,39.86,21.0,1730.0,350.0,982.0,322.0,1.8375,79800.0,INLAND +-122.19,39.92,20.0,2563.0,658.0,1363.0,611.0,1.023,54200.0,INLAND +-122.18,39.93,35.0,1387.0,272.0,610.0,237.0,2.1759,59500.0,INLAND +-122.19,39.91,39.0,2467.0,529.0,1433.0,502.0,1.8571,53500.0,INLAND +-122.68,41.15,32.0,817.0,206.0,224.0,89.0,3.631,90400.0,INLAND +-122.81,40.93,16.0,2050.0,471.0,588.0,195.0,2.7083,88900.0,INLAND +-122.96,40.77,29.0,1637.0,297.0,753.0,270.0,3.2891,93100.0,INLAND +-122.93,40.78,20.0,3758.0,798.0,1685.0,757.0,2.3667,91200.0,INLAND +-122.89,40.76,14.0,712.0,131.0,270.0,90.0,2.3958,102100.0,INLAND +-122.79,40.75,17.0,3851.0,818.0,1352.0,560.0,2.125,71700.0,INLAND +-122.86,40.56,12.0,1350.0,300.0,423.0,172.0,1.7393,81300.0,INLAND +-122.95,40.67,17.0,1498.0,331.0,574.0,242.0,2.0268,94200.0,INLAND +-122.95,40.71,26.0,2231.0,421.0,987.0,364.0,2.4792,88800.0,INLAND +-123.35,40.99,23.0,141.0,59.0,47.0,23.0,1.125,66000.0,INLAND +-123.53,40.88,20.0,2680.0,599.0,918.0,345.0,2.2115,75000.0,INLAND +-123.48,40.79,15.0,619.0,160.0,287.0,104.0,1.9107,79200.0,INLAND +-123.28,40.77,25.0,767.0,206.0,301.0,121.0,1.625,79200.0,INLAND +-123.13,40.85,18.0,1650.0,377.0,675.0,282.0,1.8933,84700.0,INLAND +-123.41,40.61,17.0,769.0,205.0,301.0,126.0,1.7875,55000.0,INLAND +-123.11,40.6,23.0,708.0,202.0,316.0,136.0,1.1602,65000.0,INLAND +-123.18,40.58,18.0,1451.0,278.0,695.0,254.0,1.7262,73700.0,INLAND +-123.22,40.54,27.0,1573.0,361.0,847.0,330.0,1.9034,49600.0,INLAND +-123.12,40.54,23.0,1091.0,217.0,539.0,201.0,1.8696,61500.0,INLAND +-123.21,40.51,16.0,241.0,84.0,152.0,61.0,1.375,48800.0,INLAND +-123.32,40.43,15.0,661.0,146.0,131.0,57.0,0.4999,56700.0,INLAND +-123.08,40.4,10.0,365.0,102.0,140.0,49.0,1.7969,37500.0,INLAND +-123.17,40.31,36.0,98.0,28.0,18.0,8.0,0.536,14999.0,INLAND +-123.22,40.16,27.0,1848.0,449.0,396.0,150.0,2.8472,41300.0,INLAND +-123.48,40.34,19.0,518.0,108.0,216.0,80.0,2.7083,64500.0,INLAND +-123.43,40.22,20.0,133.0,35.0,87.0,37.0,3.625,67500.0,INLAND +-123.41,40.07,17.0,449.0,151.0,141.0,53.0,0.8362,87500.0,INLAND +-118.96,36.66,18.0,1302.0,424.0,320.0,133.0,3.1964,80000.0,INLAND +-119.12,36.54,30.0,2747.0,515.0,1368.0,453.0,2.9828,85200.0,INLAND +-118.96,36.49,24.0,1268.0,269.0,636.0,183.0,1.742,118800.0,INLAND +-118.65,36.57,20.0,1431.0,416.0,570.0,225.0,1.4821,143300.0,INLAND +-118.86,36.41,20.0,2749.0,575.0,1195.0,491.0,3.0391,139700.0,INLAND +-118.94,36.32,10.0,2271.0,398.0,986.0,358.0,4.0703,147100.0,INLAND +-119.26,36.61,33.0,560.0,90.0,310.0,113.0,2.5417,118800.0,INLAND +-119.25,36.56,35.0,1675.0,373.0,1131.0,316.0,1.6722,59100.0,INLAND +-119.28,36.54,33.0,1470.0,330.0,1222.0,301.0,1.8163,57400.0,INLAND +-119.29,36.54,18.0,2581.0,628.0,2732.0,592.0,1.8429,58300.0,INLAND +-119.29,36.55,21.0,2467.0,520.0,1721.0,515.0,2.5521,65600.0,INLAND +-119.3,36.57,32.0,728.0,,461.0,149.0,3.0156,109100.0,INLAND +-119.44,36.48,27.0,1546.0,415.0,1704.0,395.0,1.1728,41700.0,INLAND +-119.37,36.47,26.0,337.0,69.0,277.0,73.0,2.3438,100000.0,INLAND +-119.45,36.48,38.0,402.0,86.0,311.0,87.0,3.1719,106300.0,INLAND +-119.48,36.44,22.0,1389.0,290.0,1185.0,271.0,2.0857,49200.0,INLAND +-119.35,36.52,39.0,3027.0,608.0,2199.0,592.0,2.6445,62000.0,INLAND +-119.48,36.5,32.0,3451.0,625.0,1968.0,574.0,2.9554,110300.0,INLAND +-119.43,36.55,27.0,1621.0,323.0,882.0,324.0,2.75,93500.0,INLAND +-119.48,36.54,28.0,2112.0,363.0,1011.0,335.0,4.2222,108900.0,INLAND +-119.4,36.55,19.0,3000.0,628.0,2202.0,590.0,2.5141,67400.0,INLAND +-119.39,36.55,30.0,1669.0,314.0,837.0,325.0,3.3869,80400.0,INLAND +-119.38,36.56,14.0,3965.0,804.0,1945.0,733.0,2.6906,95300.0,INLAND +-119.38,36.55,31.0,2342.0,439.0,1411.0,465.0,3.017,72000.0,INLAND +-119.38,36.56,25.0,1180.0,222.0,611.0,212.0,2.0729,84700.0,INLAND +-119.38,36.54,33.0,2465.0,536.0,2030.0,522.0,1.5223,51800.0,INLAND +-119.38,36.53,38.0,1281.0,,1423.0,293.0,1.9602,51400.0,INLAND +-119.39,36.54,34.0,1590.0,422.0,1272.0,407.0,1.8068,59000.0,INLAND +-119.39,36.54,30.0,1408.0,326.0,1184.0,324.0,1.7165,59100.0,INLAND +-119.4,36.53,28.0,2201.0,429.0,1524.0,412.0,2.75,65000.0,INLAND +-119.28,36.52,19.0,1402.0,324.0,1327.0,316.0,2.25,53200.0,INLAND +-119.29,36.53,33.0,1509.0,352.0,1734.0,336.0,1.625,50300.0,INLAND +-119.29,36.52,39.0,858.0,228.0,1222.0,224.0,1.5714,43000.0,INLAND +-119.26,36.5,35.0,1689.0,371.0,1475.0,329.0,2.5719,74300.0,INLAND +-119.1,36.43,24.0,1039.0,190.0,643.0,193.0,2.6711,71300.0,INLAND +-119.1,36.42,26.0,1775.0,416.0,1217.0,383.0,1.8801,57600.0,INLAND +-119.09,36.42,15.0,1517.0,361.0,1275.0,343.0,1.5875,55800.0,INLAND +-119.09,36.42,17.0,877.0,219.0,966.0,218.0,2.0,52500.0,INLAND +-119.1,36.4,31.0,1533.0,361.0,1518.0,386.0,1.5608,51700.0,INLAND +-119.1,36.4,23.0,1885.0,363.0,1056.0,338.0,3.2159,92800.0,INLAND +-119.23,36.45,36.0,1508.0,323.0,1283.0,312.0,2.1205,60000.0,INLAND +-119.18,36.4,39.0,1730.0,310.0,899.0,309.0,2.6648,129200.0,INLAND +-119.27,36.39,17.0,2076.0,350.0,998.0,340.0,4.3281,145700.0,INLAND +-119.23,36.39,39.0,1660.0,349.0,1061.0,306.0,1.4812,53500.0,INLAND +-119.21,36.39,31.0,1465.0,303.0,1013.0,297.0,2.0363,53500.0,INLAND +-119.21,36.38,18.0,2158.0,413.0,1461.0,395.0,2.0216,58000.0,INLAND +-119.35,36.42,18.0,1115.0,193.0,1742.0,176.0,2.7969,123800.0,INLAND +-119.31,36.39,32.0,2293.0,466.0,1538.0,468.0,1.9342,68600.0,INLAND +-119.45,36.35,22.0,1824.0,333.0,1076.0,282.0,2.3365,69600.0,INLAND +-119.41,36.35,20.0,1743.0,340.0,1390.0,336.0,2.2222,52900.0,INLAND +-119.42,36.35,20.0,1469.0,303.0,1031.0,259.0,1.6645,48000.0,INLAND +-119.29,36.35,15.0,1740.0,319.0,1332.0,308.0,2.5743,60200.0,INLAND +-119.29,36.34,10.0,1832.0,455.0,1664.0,429.0,2.0227,53300.0,INLAND +-119.3,36.35,24.0,1855.0,416.0,1520.0,410.0,2.3304,64900.0,INLAND +-119.3,36.34,27.0,1515.0,358.0,1178.0,309.0,1.4432,48100.0,INLAND +-119.31,36.34,14.0,2985.0,607.0,2250.0,607.0,2.1602,65200.0,INLAND +-119.32,36.36,18.0,2060.0,383.0,1348.0,397.0,3.4312,68400.0,INLAND +-119.37,36.35,20.0,1132.0,177.0,518.0,178.0,5.3767,231300.0,INLAND +-119.32,36.33,20.0,1896.0,266.0,674.0,277.0,9.0376,239100.0,INLAND +-119.32,36.33,18.0,2603.0,478.0,1158.0,423.0,4.5938,150500.0,INLAND +-119.34,36.34,5.0,4505.0,834.0,1917.0,775.0,4.0144,126600.0,INLAND +-119.34,36.33,17.0,2250.0,430.0,1218.0,468.0,4.1812,93700.0,INLAND +-119.35,36.33,14.0,1195.0,220.0,568.0,229.0,3.1486,105600.0,INLAND +-119.36,36.33,11.0,3221.0,617.0,1351.0,565.0,2.9844,132000.0,INLAND +-119.29,36.34,28.0,1440.0,431.0,2178.0,440.0,1.2634,50600.0,INLAND +-119.29,36.34,35.0,1235.0,369.0,1246.0,341.0,1.474,71000.0,INLAND +-119.3,36.34,45.0,3723.0,831.0,2256.0,770.0,1.8299,63100.0,INLAND +-119.31,36.34,32.0,1893.0,453.0,1744.0,425.0,1.4729,54100.0,INLAND +-119.29,36.33,19.0,792.0,232.0,641.0,222.0,0.7445,112500.0,INLAND +-119.31,36.33,46.0,1636.0,338.0,772.0,332.0,2.425,84900.0,INLAND +-119.25,36.36,16.0,3245.0,469.0,1471.0,450.0,5.8673,154800.0,INLAND +-119.27,36.34,7.0,3433.0,626.0,1793.0,626.0,3.5296,83700.0,INLAND +-119.28,36.35,7.0,3598.0,701.0,2080.0,678.0,3.1111,72400.0,INLAND +-119.28,36.33,10.0,1051.0,297.0,927.0,274.0,0.78,55500.0,INLAND +-119.27,36.34,26.0,2057.0,472.0,1453.0,439.0,2.4113,58600.0,INLAND +-119.24,36.33,9.0,3289.0,621.0,1866.0,631.0,3.1599,95000.0,INLAND +-119.19,36.34,33.0,2199.0,403.0,1245.0,394.0,2.73,96900.0,INLAND +-119.09,36.35,21.0,3146.0,595.0,1580.0,513.0,2.7857,92700.0,INLAND +-119.11,36.29,18.0,1666.0,294.0,859.0,301.0,2.6065,93800.0,INLAND +-119.13,36.3,33.0,3379.0,612.0,1565.0,618.0,2.7321,76500.0,INLAND +-119.12,36.29,29.0,1638.0,323.0,942.0,322.0,2.1731,66200.0,INLAND +-119.16,36.28,18.0,2377.0,414.0,1359.0,424.0,4.4,79300.0,INLAND +-119.16,36.31,7.0,2946.0,664.0,1608.0,622.0,1.6829,80200.0,INLAND +-119.15,36.29,18.0,1435.0,,657.0,254.0,2.4281,72500.0,INLAND +-119.14,36.29,32.0,2084.0,482.0,1410.0,420.0,1.5321,48300.0,INLAND +-119.14,36.29,36.0,788.0,181.0,405.0,180.0,1.47,61900.0,INLAND +-119.2,36.3,19.0,1427.0,311.0,1026.0,293.0,2.625,57000.0,INLAND +-119.2,36.3,32.0,1355.0,363.0,1427.0,384.0,1.3444,45600.0,INLAND +-119.21,36.3,23.0,951.0,235.0,806.0,222.0,1.7734,41400.0,INLAND +-119.21,36.3,18.0,1433.0,265.0,1092.0,276.0,1.9135,49400.0,INLAND +-119.22,36.31,17.0,2079.0,459.0,2022.0,462.0,1.5464,54100.0,INLAND +-119.25,36.27,23.0,1494.0,275.0,678.0,235.0,2.6875,69100.0,INLAND +-119.2,36.28,22.0,2295.0,508.0,1654.0,478.0,1.684,65900.0,INLAND +-119.29,36.32,27.0,1513.0,374.0,839.0,350.0,1.2012,64600.0,INLAND +-119.29,36.32,35.0,1898.0,481.0,1123.0,433.0,1.1419,62900.0,INLAND +-119.28,36.32,29.0,2274.0,514.0,1234.0,521.0,1.9138,66900.0,INLAND +-119.29,36.32,33.0,2107.0,451.0,1364.0,442.0,2.2024,67200.0,INLAND +-119.28,36.32,16.0,2812.0,514.0,1620.0,523.0,3.7404,89200.0,INLAND +-119.27,36.32,6.0,2881.0,518.0,1432.0,504.0,4.0806,110200.0,INLAND +-119.27,36.32,9.0,3631.0,635.0,1881.0,628.0,4.7723,113100.0,INLAND +-119.25,36.32,32.0,1821.0,345.0,812.0,299.0,2.75,72200.0,INLAND +-119.26,36.3,18.0,3578.0,720.0,1540.0,640.0,2.425,84600.0,INLAND +-119.3,36.33,44.0,2060.0,414.0,819.0,355.0,2.8795,77000.0,INLAND +-119.3,36.32,23.0,3521.0,615.0,1712.0,636.0,3.3875,92500.0,INLAND +-119.31,36.32,44.0,2032.0,308.0,791.0,336.0,4.0298,109000.0,INLAND +-119.31,36.32,23.0,2945.0,592.0,1419.0,532.0,2.5733,88800.0,INLAND +-119.29,36.31,14.0,2382.0,377.0,1278.0,386.0,5.1896,101900.0,INLAND +-119.29,36.31,34.0,1439.0,253.0,607.0,223.0,3.0972,82800.0,INLAND +-119.3,36.31,16.0,2234.0,357.0,1150.0,361.0,4.2778,97300.0,INLAND +-119.31,36.31,18.0,3860.0,760.0,1643.0,664.0,2.0714,92600.0,INLAND +-119.31,36.3,20.0,1256.0,209.0,566.0,195.0,4.0221,86300.0,INLAND +-119.3,36.3,14.0,3023.0,469.0,1523.0,492.0,5.3602,118600.0,INLAND +-119.29,36.3,20.0,1157.0,179.0,572.0,191.0,5.3495,177300.0,INLAND +-119.33,36.32,16.0,3331.0,839.0,1955.0,763.0,1.6148,86600.0,INLAND +-119.34,36.32,14.0,1204.0,227.0,633.0,247.0,3.925,83800.0,INLAND +-119.35,36.32,10.0,3817.0,719.0,1686.0,714.0,3.8235,94600.0,INLAND +-119.34,36.32,6.0,3266.0,604.0,1769.0,580.0,3.1574,89200.0,INLAND +-119.33,36.32,20.0,2025.0,328.0,1039.0,346.0,3.5313,82800.0,INLAND +-119.32,36.32,35.0,2316.0,387.0,849.0,378.0,4.3816,88600.0,INLAND +-119.33,36.32,23.0,3137.0,628.0,1446.0,548.0,2.5,85500.0,INLAND +-119.33,36.32,19.0,2778.0,431.0,1092.0,451.0,5.2561,121300.0,INLAND +-119.32,36.32,29.0,2409.0,436.0,1142.0,440.0,3.6895,87700.0,INLAND +-119.32,36.31,21.0,2309.0,424.0,1047.0,453.0,2.9886,87500.0,INLAND +-119.33,36.31,17.0,2401.0,409.0,1100.0,409.0,4.0577,107300.0,INLAND +-119.33,36.31,15.0,1472.0,228.0,892.0,257.0,5.3909,113000.0,INLAND +-119.33,36.3,11.0,3045.0,,1563.0,516.0,5.4337,133800.0,INLAND +-119.32,36.3,15.0,2864.0,571.0,1480.0,475.0,2.9698,93400.0,INLAND +-119.34,36.31,14.0,1635.0,422.0,870.0,399.0,2.7,88900.0,INLAND +-119.34,36.3,13.0,2394.0,458.0,1177.0,389.0,2.6875,74400.0,INLAND +-119.33,36.3,12.0,2172.0,352.0,1013.0,354.0,4.9464,115600.0,INLAND +-119.38,36.3,14.0,1932.0,330.0,997.0,291.0,3.6875,93200.0,INLAND +-119.33,36.28,16.0,2624.0,527.0,1077.0,520.0,2.125,104200.0,INLAND +-119.32,36.3,14.0,1680.0,343.0,931.0,350.0,2.7336,89200.0,INLAND +-119.29,36.28,23.0,1895.0,340.0,749.0,313.0,2.2333,120100.0,INLAND +-119.46,36.25,32.0,1702.0,348.0,1016.0,350.0,2.5,73600.0,INLAND +-119.4,36.25,25.0,1696.0,279.0,909.0,291.0,2.3,132800.0,INLAND +-119.36,36.22,10.0,2445.0,526.0,1262.0,476.0,1.9355,68300.0,INLAND +-119.37,36.22,19.0,1673.0,318.0,1298.0,343.0,2.706,64800.0,INLAND +-119.36,36.21,18.0,1082.0,202.0,793.0,213.0,2.4032,60000.0,INLAND +-119.35,36.22,32.0,1290.0,304.0,852.0,309.0,1.4429,54600.0,INLAND +-119.35,36.21,26.0,2481.0,586.0,1445.0,498.0,1.6378,60300.0,INLAND +-119.36,36.21,25.0,1170.0,259.0,804.0,257.0,1.3889,50200.0,INLAND +-119.37,36.21,35.0,2228.0,476.0,1567.0,449.0,1.4455,54100.0,INLAND +-119.34,36.23,12.0,4965.0,872.0,2191.0,804.0,3.5611,90200.0,INLAND +-119.35,36.22,29.0,2051.0,351.0,915.0,343.0,3.1944,106800.0,INLAND +-119.34,36.22,38.0,2708.0,460.0,1260.0,455.0,3.0905,78200.0,INLAND +-119.33,36.22,29.0,1735.0,323.0,805.0,293.0,3.5039,89900.0,INLAND +-119.33,36.21,38.0,3115.0,622.0,1238.0,606.0,2.6083,67000.0,INLAND +-119.34,36.21,30.0,749.0,214.0,537.0,199.0,0.8229,68400.0,INLAND +-119.33,36.22,9.0,3748.0,644.0,1955.0,620.0,4.2011,108100.0,INLAND +-119.32,36.22,5.0,2319.0,438.0,1283.0,423.0,3.6343,95400.0,INLAND +-119.32,36.21,29.0,1220.0,232.0,619.0,246.0,3.3125,78300.0,INLAND +-119.32,36.25,21.0,1231.0,,609.0,206.0,2.8365,90000.0,INLAND +-119.25,36.23,24.0,2015.0,355.0,1031.0,351.0,3.4306,139200.0,INLAND +-119.27,36.18,23.0,3180.0,547.0,1829.0,498.0,2.6098,66000.0,INLAND +-119.29,36.12,24.0,1248.0,226.0,641.0,200.0,2.4722,129200.0,INLAND +-119.14,36.23,22.0,2935.0,523.0,1927.0,530.0,2.5875,70400.0,INLAND +-119.12,36.19,21.0,2645.0,464.0,1245.0,407.0,2.9145,114200.0,INLAND +-119.08,36.22,28.0,1606.0,320.0,1158.0,317.0,3.0324,55600.0,INLAND +-119.08,36.21,20.0,1911.0,389.0,1241.0,348.0,2.5156,59300.0,INLAND +-119.09,36.22,34.0,1715.0,290.0,780.0,297.0,3.4306,74300.0,INLAND +-119.09,36.21,43.0,1335.0,280.0,943.0,288.0,1.9861,47700.0,INLAND +-119.09,36.21,38.0,1901.0,453.0,1613.0,400.0,1.8828,44600.0,INLAND +-119.1,36.21,38.0,727.0,173.0,559.0,176.0,2.4653,49500.0,INLAND +-119.11,36.21,10.0,1972.0,455.0,1469.0,442.0,1.5407,58400.0,INLAND +-118.74,36.23,22.0,1033.0,232.0,442.0,136.0,2.6447,137500.0,INLAND +-118.93,36.19,30.0,2685.0,546.0,951.0,523.0,2.6184,113900.0,INLAND +-118.82,36.13,43.0,1281.0,287.0,534.0,231.0,2.8906,65700.0,INLAND +-118.54,36.12,11.0,4103.0,882.0,356.0,171.0,2.1029,99100.0,INLAND +-118.37,36.19,10.0,443.0,111.0,48.0,21.0,3.125,71300.0,INLAND +-118.7,35.82,20.0,4642.0,1300.0,658.0,247.0,2.3937,82100.0,INLAND +-118.86,35.9,38.0,298.0,55.0,161.0,47.0,4.125,71300.0,INLAND +-118.73,36.01,14.0,3263.0,651.0,1910.0,594.0,2.8603,128900.0,INLAND +-119.08,36.2,30.0,1677.0,358.0,1159.0,365.0,2.4554,61200.0,INLAND +-119.1,36.19,17.0,1564.0,396.0,713.0,362.0,1.6186,77100.0,INLAND +-119.34,36.21,22.0,3065.0,726.0,2165.0,738.0,1.4792,54400.0,INLAND +-119.34,36.2,12.0,1632.0,378.0,1303.0,315.0,2.0333,54400.0,INLAND +-119.33,36.19,27.0,418.0,163.0,332.0,141.0,1.0714,63800.0,INLAND +-119.31,36.2,23.0,1837.0,332.0,1064.0,335.0,3.1453,74500.0,INLAND +-119.32,36.21,25.0,2360.0,460.0,1424.0,436.0,2.3152,63100.0,INLAND +-119.32,36.2,25.0,1427.0,246.0,772.0,221.0,2.2262,64500.0,INLAND +-119.32,36.2,15.0,1562.0,275.0,961.0,287.0,3.4231,83300.0,INLAND +-119.32,36.19,11.0,1281.0,291.0,861.0,313.0,1.0962,72300.0,INLAND +-119.32,36.19,11.0,3136.0,620.0,2013.0,583.0,3.335,69700.0,INLAND +-119.35,36.2,31.0,1783.0,382.0,1266.0,358.0,2.2264,50800.0,INLAND +-119.35,36.2,29.0,1938.0,404.0,1487.0,414.0,1.7462,51100.0,INLAND +-119.36,36.2,33.0,1955.0,398.0,1412.0,397.0,2.25,51500.0,INLAND +-119.37,36.19,24.0,1306.0,266.0,889.0,276.0,2.4922,66100.0,INLAND +-119.35,36.19,6.0,958.0,226.0,734.0,230.0,1.0349,67800.0,INLAND +-119.45,36.16,27.0,2119.0,373.0,1268.0,345.0,2.8152,106900.0,INLAND +-119.35,36.16,21.0,2751.0,602.0,1496.0,489.0,2.3882,49200.0,INLAND +-119.45,36.09,18.0,408.0,82.0,253.0,75.0,2.0313,112500.0,INLAND +-119.31,36.06,20.0,2236.0,434.0,1405.0,412.0,1.8827,48700.0,INLAND +-119.4,36.04,39.0,915.0,199.0,580.0,175.0,1.8894,112500.0,INLAND +-119.27,36.05,29.0,1016.0,174.0,481.0,140.0,2.2917,112500.0,INLAND +-119.21,36.1,30.0,1471.0,373.0,1418.0,357.0,1.7432,42500.0,INLAND +-119.19,36.06,29.0,1815.0,376.0,1421.0,339.0,1.9091,71300.0,INLAND +-119.19,36.14,41.0,759.0,140.0,408.0,129.0,3.9,85900.0,INLAND +-119.13,36.13,28.0,1673.0,385.0,1434.0,371.0,2.0586,40900.0,INLAND +-119.08,36.13,21.0,2271.0,376.0,1145.0,372.0,3.1528,113700.0,INLAND +-119.03,36.13,24.0,2259.0,408.0,1169.0,395.0,1.7106,95500.0,INLAND +-119.06,36.15,20.0,1282.0,273.0,852.0,247.0,1.6354,49000.0,INLAND +-119.06,36.15,25.0,2402.0,478.0,1527.0,461.0,2.3194,52900.0,INLAND +-119.14,36.06,32.0,1838.0,441.0,1628.0,425.0,1.6452,41500.0,INLAND +-119.12,36.05,27.0,1575.0,321.0,1063.0,317.0,2.1477,53900.0,INLAND +-119.08,36.02,26.0,1748.0,346.0,891.0,303.0,1.9439,62100.0,INLAND +-119.01,36.02,17.0,3915.0,742.0,1768.0,688.0,2.375,79800.0,INLAND +-118.92,36.04,28.0,1148.0,233.0,521.0,212.0,2.9208,98500.0,INLAND +-119.08,36.09,25.0,1880.0,339.0,1003.0,315.0,2.7298,103400.0,INLAND +-119.06,36.1,21.0,1344.0,249.0,868.0,221.0,2.5893,63600.0,INLAND +-119.06,36.09,11.0,2572.0,454.0,1402.0,415.0,3.6786,72900.0,INLAND +-119.04,36.09,15.0,2288.0,401.0,1238.0,429.0,3.0278,77400.0,INLAND +-119.05,36.09,9.0,3297.0,568.0,1749.0,568.0,4.0217,99200.0,INLAND +-119.04,36.07,17.0,2623.0,659.0,1912.0,618.0,1.5893,52000.0,INLAND +-119.06,36.08,19.0,2554.0,443.0,1301.0,419.0,4.1856,72100.0,INLAND +-119.07,36.08,5.0,2693.0,508.0,1785.0,491.0,3.0,71000.0,INLAND +-119.07,36.07,11.0,2265.0,382.0,1285.0,387.0,3.2042,76200.0,INLAND +-119.06,36.07,20.0,2683.0,553.0,1497.0,548.0,1.7031,64600.0,INLAND +-119.05,36.07,21.0,2472.0,523.0,1238.0,504.0,1.7756,62900.0,INLAND +-119.05,36.06,23.0,2344.0,407.0,1184.0,406.0,3.1625,70600.0,INLAND +-119.02,36.09,15.0,2234.0,415.0,1254.0,420.0,3.0234,88600.0,INLAND +-119.01,36.08,31.0,1620.0,366.0,1154.0,348.0,1.8857,55500.0,INLAND +-119.03,36.08,19.0,2736.0,549.0,1432.0,503.0,2.6944,67700.0,INLAND +-119.03,36.08,19.0,2471.0,431.0,1040.0,426.0,3.25,80600.0,INLAND +-119.04,36.07,26.0,2185.0,435.0,1108.0,419.0,2.2277,78000.0,INLAND +-119.03,36.07,26.0,3210.0,646.0,1908.0,642.0,2.4167,77600.0,INLAND +-119.02,36.07,29.0,2610.0,597.0,1659.0,571.0,1.5911,60800.0,INLAND +-119.02,36.07,39.0,1173.0,269.0,702.0,232.0,1.6146,53100.0,INLAND +-119.01,36.07,44.0,2450.0,575.0,1330.0,508.0,1.6103,50900.0,INLAND +-118.93,36.1,19.0,2988.0,681.0,1654.0,576.0,2.3792,90000.0,INLAND +-118.98,36.06,33.0,2043.0,443.0,1497.0,417.0,2.343,47400.0,INLAND +-119.0,36.05,24.0,3208.0,691.0,1986.0,662.0,1.5506,52300.0,INLAND +-118.97,36.06,26.0,1289.0,262.0,1100.0,244.0,1.975,51400.0,INLAND +-118.99,36.07,21.0,983.0,165.0,672.0,169.0,2.975,63900.0,INLAND +-118.99,36.06,19.0,2153.0,458.0,1317.0,386.0,1.7564,42600.0,INLAND +-119.0,36.06,41.0,937.0,158.0,396.0,142.0,4.0833,81300.0,INLAND +-119.0,36.07,20.0,1042.0,183.0,509.0,175.0,2.9815,73000.0,INLAND +-119.03,36.06,36.0,1925.0,443.0,1405.0,422.0,2.162,51900.0,INLAND +-119.02,36.06,41.0,2279.0,538.0,1908.0,511.0,1.3952,43100.0,INLAND +-119.01,36.06,25.0,1505.0,,1392.0,359.0,1.6812,47700.0,INLAND +-119.01,36.05,27.0,1127.0,294.0,839.0,276.0,1.3807,53100.0,INLAND +-119.02,36.05,22.0,2078.0,431.0,1336.0,456.0,2.2202,65200.0,INLAND +-119.42,35.97,21.0,554.0,121.0,426.0,122.0,2.3516,47500.0,INLAND +-119.31,35.99,26.0,1460.0,316.0,880.0,286.0,1.3676,47800.0,INLAND +-119.28,35.99,20.0,2911.0,597.0,1746.0,588.0,1.7372,51000.0,INLAND +-119.19,35.96,25.0,2014.0,402.0,1160.0,362.0,1.881,52500.0,INLAND +-119.46,35.86,22.0,1750.0,374.0,1113.0,338.0,1.505,42700.0,INLAND +-119.3,35.87,20.0,1934.0,377.0,1341.0,336.0,2.1434,62600.0,INLAND +-119.12,35.85,37.0,736.0,166.0,564.0,138.0,2.4167,58300.0,INLAND +-119.1,35.79,19.0,1809.0,477.0,2051.0,416.0,1.8144,49800.0,INLAND +-119.27,35.89,18.0,1855.0,424.0,1839.0,392.0,1.7572,53300.0,INLAND +-119.27,35.88,32.0,1393.0,343.0,1282.0,336.0,1.5069,43700.0,INLAND +-119.27,35.87,12.0,972.0,269.0,1134.0,286.0,1.63,49500.0,INLAND +-119.26,35.87,24.0,1590.0,390.0,1686.0,372.0,1.6469,47600.0,INLAND +-119.06,35.94,18.0,3501.0,721.0,2009.0,660.0,2.6576,65700.0,INLAND +-119.04,35.96,18.0,1187.0,308.0,1343.0,277.0,1.875,51700.0,INLAND +-119.04,35.95,25.0,1009.0,246.0,994.0,222.0,1.8462,55800.0,INLAND +-118.96,35.87,17.0,1668.0,307.0,888.0,277.0,3.7794,96200.0,INLAND +-120.4,38.0,17.0,2098.0,370.0,912.0,354.0,2.6544,112600.0,INLAND +-120.39,38.0,33.0,2177.0,404.0,891.0,383.0,3.212,105200.0,INLAND +-120.4,37.98,19.0,2010.0,433.0,910.0,390.0,2.6696,121200.0,INLAND +-120.39,37.98,52.0,1056.0,274.0,584.0,255.0,2.1513,86700.0,INLAND +-120.37,38.01,30.0,473.0,,242.0,93.0,2.5417,123200.0,INLAND +-120.35,37.99,3.0,1167.0,306.0,422.0,186.0,2.4191,217500.0,INLAND +-120.38,37.99,36.0,2864.0,603.0,1155.0,565.0,2.3571,113400.0,INLAND +-120.37,37.98,29.0,2508.0,591.0,1112.0,550.0,1.6021,91400.0,INLAND +-120.38,37.97,47.0,1060.0,219.0,496.0,205.0,2.5781,104800.0,INLAND +-120.26,38.13,17.0,301.0,94.0,122.0,47.0,4.0583,87500.0,INLAND +-120.28,38.07,13.0,1996.0,410.0,618.0,218.0,2.9083,104600.0,INLAND +-120.4,38.06,12.0,1430.0,310.0,517.0,240.0,2.6544,128100.0,INLAND +-120.35,38.04,16.0,1499.0,326.0,733.0,286.0,2.5729,118800.0,INLAND +-120.39,38.03,20.0,1551.0,309.0,647.0,228.0,2.6094,139100.0,INLAND +-120.41,38.03,14.0,2061.0,465.0,859.0,462.0,2.1289,115300.0,INLAND +-120.43,38.02,15.0,1613.0,299.0,655.0,251.0,3.6875,186000.0,INLAND +-120.31,38.02,11.0,2366.0,398.0,1046.0,387.0,3.8203,139700.0,INLAND +-120.3,38.04,6.0,1281.0,245.0,422.0,160.0,3.2875,111300.0,INLAND +-120.28,38.03,13.0,2095.0,391.0,860.0,331.0,3.6838,145700.0,INLAND +-120.27,38.02,13.0,3839.0,715.0,1486.0,532.0,3.1875,99800.0,INLAND +-120.29,38.01,12.0,3014.0,560.0,1424.0,485.0,3.0729,105100.0,INLAND +-120.3,37.99,23.0,1908.0,383.0,984.0,374.0,2.517,153500.0,INLAND +-120.33,38.0,14.0,1944.0,330.0,822.0,314.0,3.5,170700.0,INLAND +-120.25,38.04,22.0,4173.0,763.0,1086.0,444.0,2.5562,136200.0,INLAND +-120.25,38.03,21.0,4924.0,966.0,1175.0,454.0,2.9457,116500.0,INLAND +-120.22,38.05,14.0,3803.0,689.0,1129.0,477.0,2.7188,137000.0,INLAND +-120.19,38.07,43.0,102.0,19.0,44.0,13.0,0.4999,162500.0,INLAND +-120.19,38.03,17.0,8651.0,1579.0,2071.0,757.0,3.1076,115800.0,INLAND +-120.12,38.12,37.0,3355.0,666.0,338.0,136.0,2.0625,88900.0,INLAND +-120.03,38.19,26.0,7005.0,1358.0,416.0,189.0,2.125,132500.0,INLAND +-120.26,37.99,12.0,2726.0,517.0,1351.0,474.0,3.5,107100.0,INLAND +-120.24,38.01,11.0,1214.0,228.0,633.0,199.0,3.125,148600.0,INLAND +-120.23,37.98,14.0,1954.0,368.0,917.0,316.0,3.1523,93300.0,INLAND +-120.28,37.9,17.0,1047.0,212.0,530.0,196.0,2.1538,153300.0,INLAND +-120.24,37.96,34.0,1747.0,395.0,935.0,362.0,1.625,79400.0,INLAND +-120.23,37.96,52.0,1230.0,262.0,609.0,243.0,2.0057,68200.0,INLAND +-120.25,37.93,13.0,493.0,76.0,196.0,68.0,3.375,134100.0,INLAND +-120.13,37.93,5.0,111.0,26.0,58.0,25.0,1.675,112500.0,INLAND +-120.35,37.98,4.0,1658.0,301.0,676.0,278.0,3.5714,149500.0,INLAND +-120.33,37.97,17.0,2530.0,526.0,1024.0,496.0,2.0057,118900.0,INLAND +-120.3,37.97,17.0,3243.0,619.0,1408.0,566.0,2.474,120100.0,INLAND +-120.29,37.94,17.0,1459.0,297.0,753.0,271.0,3.05,144800.0,INLAND +-120.32,37.91,16.0,108.0,18.0,54.0,22.0,4.375,100000.0,INLAND +-120.35,37.86,25.0,287.0,57.0,118.0,50.0,2.3056,162500.0,INLAND +-120.23,37.86,16.0,324.0,61.0,135.0,61.0,2.4615,137500.0,INLAND +-120.2,37.84,9.0,13670.0,2453.0,2811.0,1193.0,3.2589,137900.0,INLAND +-120.2,37.8,30.0,1189.0,255.0,446.0,165.0,3.4838,112500.0,INLAND +-119.93,37.85,18.0,473.0,115.0,88.0,41.0,4.0833,137500.0,INLAND +-119.57,37.94,17.0,346.0,130.0,51.0,20.0,3.4861,137500.0,INLAND +-120.47,37.96,25.0,2505.0,529.0,1145.0,483.0,2.006,103000.0,INLAND +-120.42,37.98,18.0,3059.0,609.0,1335.0,581.0,2.5129,115900.0,INLAND +-120.42,37.95,19.0,2787.0,578.0,1208.0,532.0,2.4922,98700.0,INLAND +-120.39,37.96,10.0,2554.0,501.0,922.0,439.0,2.1094,164000.0,INLAND +-120.4,37.92,22.0,1022.0,194.0,517.0,198.0,3.625,99400.0,INLAND +-120.35,37.95,13.0,2104.0,407.0,960.0,401.0,2.4,177000.0,INLAND +-120.41,37.88,16.0,744.0,141.0,311.0,122.0,4.4231,87500.0,INLAND +-120.45,37.79,8.0,2687.0,495.0,5087.0,385.0,3.1719,115400.0,INLAND +-119.31,34.7,19.0,961.0,218.0,479.0,138.0,3.3438,156300.0,INLAND +-119.06,34.62,10.0,416.0,110.0,436.0,70.0,2.2222,262500.0,<1H OCEAN +-118.75,34.42,28.0,1000.0,206.0,545.0,154.0,2.4167,191700.0,<1H OCEAN +-118.8,34.41,45.0,1610.0,,1148.0,347.0,2.7,120400.0,<1H OCEAN +-118.88,34.42,20.0,728.0,120.0,360.0,115.0,6.1244,375000.0,<1H OCEAN +-118.98,34.4,34.0,1328.0,244.0,795.0,227.0,4.4219,338100.0,<1H OCEAN +-118.93,34.36,33.0,1775.0,309.0,1071.0,296.0,4.6607,187900.0,<1H OCEAN +-118.93,34.4,17.0,3275.0,599.0,2422.0,637.0,3.7092,190500.0,<1H OCEAN +-118.92,34.4,23.0,1290.0,283.0,1060.0,279.0,3.3152,198000.0,<1H OCEAN +-118.92,34.41,22.0,2702.0,655.0,2664.0,571.0,3.0893,173400.0,<1H OCEAN +-118.9,34.41,35.0,4431.0,739.0,2304.0,720.0,4.2599,209100.0,<1H OCEAN +-118.91,34.4,30.0,2861.0,613.0,2065.0,586.0,3.2024,176100.0,<1H OCEAN +-118.9,34.4,16.0,2614.0,575.0,1163.0,524.0,1.5781,134400.0,<1H OCEAN +-119.06,34.38,33.0,1465.0,262.0,731.0,266.0,3.9464,230300.0,<1H OCEAN +-119.06,34.37,32.0,3885.0,759.0,2504.0,736.0,3.6453,201700.0,<1H OCEAN +-119.05,34.36,22.0,1815.0,506.0,2428.0,473.0,2.8417,162500.0,<1H OCEAN +-119.05,34.4,50.0,1236.0,282.0,1079.0,257.0,2.6991,181300.0,<1H OCEAN +-119.1,34.31,21.0,2424.0,527.0,1379.0,484.0,2.6786,184000.0,<1H OCEAN +-119.04,34.34,35.0,462.0,90.0,334.0,96.0,5.3582,281300.0,<1H OCEAN +-119.06,34.36,52.0,1409.0,359.0,981.0,304.0,2.7951,199300.0,<1H OCEAN +-119.06,34.36,52.0,1239.0,320.0,934.0,298.0,1.8618,183300.0,<1H OCEAN +-119.06,34.35,34.0,2426.0,646.0,2116.0,631.0,2.0682,158300.0,<1H OCEAN +-119.05,34.35,39.0,950.0,300.0,1366.0,312.0,2.2443,146600.0,<1H OCEAN +-119.09,34.35,20.0,4725.0,881.0,2823.0,869.0,4.0122,214800.0,<1H OCEAN +-119.08,34.35,24.0,3663.0,828.0,2718.0,778.0,3.2757,186000.0,<1H OCEAN +-119.08,34.34,23.0,3065.0,723.0,2042.0,698.0,2.7593,194800.0,<1H OCEAN +-119.11,34.33,14.0,4026.0,769.0,1825.0,671.0,3.5541,191800.0,<1H OCEAN +-119.12,34.38,28.0,7200.0,1281.0,3793.0,1238.0,4.075,237900.0,<1H OCEAN +-119.06,34.36,48.0,1459.0,324.0,902.0,350.0,2.4185,189900.0,<1H OCEAN +-119.23,34.44,34.0,3193.0,664.0,1434.0,627.0,2.4777,260300.0,<1H OCEAN +-119.26,34.46,30.0,3826.0,691.0,1656.0,657.0,4.0074,434700.0,<1H OCEAN +-119.23,34.46,34.0,9280.0,1765.0,4514.0,1693.0,3.2026,227600.0,<1H OCEAN +-119.19,34.46,39.0,2056.0,381.0,939.0,371.0,6.6257,427600.0,<1H OCEAN +-119.23,34.42,16.0,630.0,117.0,343.0,100.0,5.75,325000.0,<1H OCEAN +-119.27,34.45,15.0,1659.0,274.0,679.0,253.0,5.0,357900.0,<1H OCEAN +-119.15,34.44,33.0,2005.0,392.0,1043.0,351.0,5.308,297900.0,<1H OCEAN +-119.14,34.49,17.0,321.0,44.0,92.0,39.0,7.75,375000.0,<1H OCEAN +-119.31,34.41,22.0,2612.0,494.0,1361.0,439.0,4.1319,245000.0,NEAR OCEAN +-119.31,34.38,23.0,282.0,69.0,130.0,57.0,2.4375,225000.0,NEAR OCEAN +-119.29,34.37,41.0,1408.0,311.0,793.0,264.0,2.5441,161200.0,NEAR OCEAN +-119.34,34.39,27.0,669.0,131.0,314.0,106.0,2.4659,231300.0,NEAR OCEAN +-119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,500001.0,NEAR OCEAN +-119.28,34.45,36.0,2376.0,541.0,1505.0,547.0,2.4595,197600.0,<1H OCEAN +-119.29,34.45,26.0,2849.0,535.0,1383.0,532.0,2.6893,230800.0,<1H OCEAN +-119.29,34.44,34.0,4314.0,878.0,2361.0,831.0,3.2279,243100.0,NEAR OCEAN +-119.27,34.44,22.0,3527.0,711.0,1483.0,640.0,2.7019,234700.0,<1H OCEAN +-119.28,34.42,23.0,4763.0,828.0,2198.0,771.0,4.8105,313000.0,NEAR OCEAN +-119.3,34.42,18.0,5591.0,1042.0,2860.0,1026.0,3.5822,219900.0,NEAR OCEAN +-119.29,34.4,22.0,3891.0,657.0,1727.0,581.0,4.2656,241400.0,NEAR OCEAN +-119.3,34.39,35.0,3079.0,579.0,1807.0,589.0,4.69,199300.0,NEAR OCEAN +-119.17,34.29,28.0,731.0,155.0,285.0,162.0,3.2917,225000.0,NEAR OCEAN +-119.17,34.29,18.0,3932.0,724.0,1896.0,680.0,5.2953,279400.0,NEAR OCEAN +-119.17,34.31,21.0,259.0,38.0,142.0,45.0,5.2681,500001.0,NEAR OCEAN +-119.15,34.3,21.0,2475.0,502.0,1269.0,505.0,2.98,259200.0,NEAR OCEAN +-119.19,34.28,28.0,3231.0,524.0,1665.0,540.0,4.8583,224200.0,NEAR OCEAN +-119.18,34.28,17.0,4526.0,717.0,2088.0,655.0,5.6885,268200.0,NEAR OCEAN +-119.19,34.3,25.0,2197.0,320.0,934.0,330.0,6.311,283200.0,NEAR OCEAN +-119.22,34.34,29.0,3128.0,672.0,1815.0,648.0,2.9821,175700.0,NEAR OCEAN +-119.39,34.32,19.0,3238.0,629.0,1195.0,443.0,4.8472,500001.0,NEAR OCEAN +-119.32,34.35,16.0,52.0,16.0,51.0,15.0,2.475,225000.0,NEAR OCEAN +-119.14,34.29,17.0,2754.0,577.0,1349.0,533.0,3.1618,154200.0,<1H OCEAN +-119.16,34.28,30.0,413.0,98.0,400.0,112.0,4.0,219200.0,NEAR OCEAN +-119.16,34.28,11.0,5330.0,1056.0,2801.0,1028.0,4.763,232700.0,NEAR OCEAN +-119.16,34.27,24.0,1824.0,331.0,1049.0,320.0,5.9181,221100.0,NEAR OCEAN +-119.14,34.28,31.0,790.0,241.0,1095.0,222.0,2.25,75000.0,NEAR OCEAN +-119.18,34.27,6.0,2307.0,386.0,910.0,364.0,5.215,279500.0,NEAR OCEAN +-119.17,34.27,24.0,4165.0,646.0,2194.0,658.0,6.0661,234800.0,NEAR OCEAN +-119.17,34.27,18.0,8010.0,1539.0,3982.0,1483.0,4.0905,236500.0,NEAR OCEAN +-119.17,34.26,10.0,3654.0,541.0,1638.0,551.0,6.1885,267300.0,NEAR OCEAN +-119.22,34.27,11.0,4695.0,955.0,2065.0,982.0,3.2158,223600.0,NEAR OCEAN +-119.21,34.26,31.0,224.0,88.0,326.0,88.0,2.375,55000.0,NEAR OCEAN +-119.21,34.26,10.0,3150.0,781.0,1582.0,653.0,4.2448,157300.0,NEAR OCEAN +-119.22,34.26,16.0,2596.0,625.0,1403.0,562.0,3.4018,145200.0,NEAR OCEAN +-119.2,34.27,8.0,4942.0,1173.0,3012.0,1033.0,3.445,203400.0,NEAR OCEAN +-119.21,34.26,23.0,2887.0,540.0,1508.0,518.0,3.3452,217600.0,NEAR OCEAN +-119.2,34.26,13.0,3009.0,588.0,1439.0,607.0,4.1845,199500.0,NEAR OCEAN +-119.19,34.26,16.0,5018.0,853.0,2524.0,830.0,5.1752,218000.0,NEAR OCEAN +-119.18,34.26,22.0,2334.0,359.0,1298.0,363.0,5.5275,228900.0,NEAR OCEAN +-119.19,34.25,12.0,232.0,37.0,79.0,35.0,4.1667,214600.0,NEAR OCEAN +-119.21,34.26,26.0,2406.0,411.0,1313.0,391.0,4.9079,234100.0,NEAR OCEAN +-119.2,34.26,25.0,2203.0,367.0,1194.0,377.0,5.4087,223200.0,NEAR OCEAN +-119.2,34.25,18.0,3208.0,643.0,1973.0,614.0,3.8162,235000.0,NEAR OCEAN +-119.2,34.25,25.0,195.0,59.0,140.0,43.0,3.8889,187500.0,NEAR OCEAN +-119.2,34.28,22.0,2362.0,601.0,1127.0,499.0,3.4006,219400.0,NEAR OCEAN +-119.22,34.27,30.0,1937.0,295.0,695.0,313.0,5.0679,234300.0,NEAR OCEAN +-119.23,34.27,22.0,3536.0,615.0,1650.0,612.0,4.2381,229300.0,NEAR OCEAN +-119.21,34.31,22.0,7548.0,1038.0,2855.0,1008.0,6.729,409300.0,NEAR OCEAN +-119.21,34.28,27.0,2219.0,312.0,937.0,315.0,5.7601,281100.0,NEAR OCEAN +-119.23,34.3,18.0,1713.0,244.0,690.0,239.0,6.9483,404300.0,NEAR OCEAN +-119.23,34.28,24.0,4260.0,691.0,1581.0,607.0,5.5048,303600.0,NEAR OCEAN +-119.22,34.28,24.0,2212.0,332.0,899.0,331.0,5.533,299700.0,NEAR OCEAN +-119.22,34.28,33.0,2467.0,377.0,1052.0,363.0,4.7333,257500.0,NEAR OCEAN +-119.25,34.28,36.0,1530.0,341.0,703.0,317.0,3.5819,231900.0,NEAR OCEAN +-119.26,34.28,41.0,2822.0,564.0,1288.0,541.0,3.0799,254100.0,NEAR OCEAN +-119.25,34.3,34.0,1189.0,220.0,445.0,203.0,4.8824,396400.0,NEAR OCEAN +-119.25,34.28,36.0,2232.0,373.0,951.0,368.0,5.2261,303200.0,NEAR OCEAN +-119.24,34.28,41.0,1280.0,240.0,608.0,252.0,4.4038,229100.0,NEAR OCEAN +-119.26,34.28,41.0,1835.0,311.0,683.0,308.0,4.8977,358200.0,NEAR OCEAN +-119.27,34.28,52.0,2239.0,420.0,941.0,397.0,4.125,349000.0,NEAR OCEAN +-119.27,34.29,32.0,2274.0,406.0,982.0,393.0,5.3254,385200.0,NEAR OCEAN +-119.29,34.29,33.0,3854.0,982.0,1835.0,894.0,3.5294,323900.0,NEAR OCEAN +-119.29,34.3,24.0,7637.0,1705.0,4647.0,1623.0,3.5385,186800.0,NEAR OCEAN +-119.3,34.29,41.0,1445.0,410.0,1052.0,388.0,2.6333,170800.0,NEAR OCEAN +-119.3,34.29,50.0,3128.0,825.0,2535.0,783.0,2.3669,165300.0,NEAR OCEAN +-119.3,34.29,26.0,3665.0,932.0,2775.0,870.0,1.9286,160500.0,NEAR OCEAN +-119.29,34.31,25.0,1092.0,190.0,702.0,215.0,3.9063,192700.0,NEAR OCEAN +-119.29,34.28,38.0,2387.0,748.0,1537.0,741.0,2.3147,192500.0,NEAR OCEAN +-119.3,34.27,17.0,1527.0,503.0,688.0,423.0,1.6007,187500.0,NEAR OCEAN +-119.29,34.26,32.0,3295.0,764.0,1344.0,600.0,3.6007,395500.0,NEAR OCEAN +-119.27,34.26,23.0,3578.0,753.0,1455.0,649.0,4.1898,359100.0,NEAR OCEAN +-119.29,34.23,22.0,2486.0,608.0,709.0,523.0,2.9018,275000.0,NEAR OCEAN +-119.29,34.24,27.0,4742.0,775.0,1682.0,696.0,6.194,500001.0,NEAR OCEAN +-119.27,34.27,44.0,1312.0,279.0,668.0,278.0,4.09,203800.0,NEAR OCEAN +-119.27,34.28,50.0,1710.0,412.0,915.0,380.0,3.1757,206300.0,NEAR OCEAN +-119.27,34.27,52.0,459.0,112.0,276.0,107.0,2.375,198400.0,NEAR OCEAN +-119.27,34.27,52.0,1577.0,343.0,836.0,335.0,3.5893,206600.0,NEAR OCEAN +-119.28,34.27,43.0,403.0,77.0,156.0,85.0,4.6667,384600.0,NEAR OCEAN +-119.28,34.27,44.0,706.0,176.0,399.0,149.0,3.0089,166700.0,NEAR OCEAN +-119.25,34.27,46.0,679.0,159.0,382.0,143.0,3.5,221200.0,NEAR OCEAN +-119.24,34.27,32.0,4071.0,888.0,1900.0,874.0,3.2792,220500.0,NEAR OCEAN +-119.23,34.27,29.0,3298.0,804.0,1509.0,711.0,3.8125,244500.0,NEAR OCEAN +-119.25,34.26,30.0,2948.0,827.0,1635.0,750.0,2.67,214900.0,NEAR OCEAN +-119.25,34.27,35.0,2532.0,407.0,1338.0,422.0,4.7727,219000.0,NEAR OCEAN +-119.26,34.27,36.0,1972.0,382.0,1029.0,411.0,3.7337,209000.0,NEAR OCEAN +-119.26,34.27,40.0,2528.0,572.0,1318.0,549.0,3.6413,212700.0,NEAR OCEAN +-119.26,34.27,42.0,918.0,204.0,394.0,204.0,4.0069,214300.0,NEAR OCEAN +-119.23,34.25,28.0,26.0,3.0,29.0,9.0,8.0,275000.0,NEAR OCEAN +-119.25,34.21,12.0,15201.0,2418.0,7132.0,2251.0,5.6756,301800.0,NEAR OCEAN +-119.18,34.24,17.0,629.0,221.0,514.0,186.0,3.2847,112500.0,NEAR OCEAN +-119.18,34.23,16.0,4609.0,1220.0,2147.0,1007.0,3.375,218800.0,NEAR OCEAN +-119.19,34.22,26.0,3175.0,736.0,2460.0,775.0,3.125,219900.0,NEAR OCEAN +-119.19,34.23,17.0,3889.0,748.0,2415.0,739.0,4.5,234300.0,NEAR OCEAN +-119.18,34.22,15.0,4615.0,1008.0,2549.0,973.0,3.9063,198700.0,NEAR OCEAN +-119.17,34.22,29.0,4188.0,816.0,2783.0,790.0,4.1949,197100.0,NEAR OCEAN +-119.17,34.21,33.0,1039.0,256.0,1432.0,272.0,3.1103,143500.0,NEAR OCEAN +-119.16,34.2,35.0,2183.0,636.0,3504.0,623.0,1.9704,160300.0,NEAR OCEAN +-119.17,34.2,36.0,2028.0,523.0,2751.0,496.0,3.015,149300.0,NEAR OCEAN +-119.17,34.2,40.0,1083.0,319.0,1843.0,349.0,2.3077,106900.0,NEAR OCEAN +-119.18,34.21,30.0,1096.0,231.0,741.0,229.0,3.8625,234700.0,NEAR OCEAN +-119.18,34.21,29.0,4039.0,680.0,1677.0,644.0,4.3897,257600.0,NEAR OCEAN +-119.19,34.21,28.0,4194.0,811.0,2556.0,856.0,4.2227,235400.0,NEAR OCEAN +-119.19,34.21,27.0,1887.0,487.0,1339.0,428.0,2.9185,224500.0,NEAR OCEAN +-119.19,34.2,36.0,1293.0,312.0,1128.0,335.0,2.1542,253900.0,NEAR OCEAN +-119.19,34.21,34.0,3413.0,693.0,2223.0,651.0,3.8239,208200.0,NEAR OCEAN +-119.18,34.21,46.0,2062.0,484.0,1522.0,469.0,3.087,213900.0,NEAR OCEAN +-119.19,34.2,18.0,3620.0,,3171.0,779.0,3.3409,220500.0,NEAR OCEAN +-119.18,34.19,19.0,2393.0,,1938.0,762.0,1.6953,167400.0,NEAR OCEAN +-119.18,34.2,21.0,494.0,127.0,489.0,106.0,2.6964,170800.0,NEAR OCEAN +-119.18,34.19,5.0,384.0,131.0,410.0,149.0,1.5625,87500.0,NEAR OCEAN +-119.27,34.17,15.0,11403.0,2131.0,3327.0,1585.0,4.3693,423300.0,NEAR OCEAN +-119.23,34.19,16.0,5297.0,810.0,1489.0,667.0,6.4522,500001.0,NEAR OCEAN +-119.23,34.17,18.0,6171.0,1490.0,2164.0,1210.0,3.6875,500001.0,NEAR OCEAN +-119.23,34.15,18.0,6213.0,1188.0,2679.0,1000.0,3.748,380400.0,NEAR OCEAN +-119.21,34.19,15.0,3797.0,692.0,2216.0,675.0,4.7443,229500.0,NEAR OCEAN +-119.21,34.19,15.0,5614.0,989.0,2754.0,994.0,5.035,242900.0,NEAR OCEAN +-119.22,34.18,17.0,3332.0,762.0,1797.0,673.0,4.4292,231200.0,NEAR OCEAN +-119.2,34.19,19.0,9503.0,1769.0,6370.0,1718.0,5.0016,218500.0,NEAR OCEAN +-119.2,34.18,27.0,1035.0,229.0,782.0,222.0,4.2212,185400.0,NEAR OCEAN +-119.19,34.19,35.0,2599.0,552.0,2726.0,543.0,3.2212,180500.0,NEAR OCEAN +-119.19,34.18,32.0,3366.0,677.0,2857.0,669.0,4.6186,181100.0,NEAR OCEAN +-119.18,34.19,36.0,4519.0,1081.0,4818.0,1061.0,2.8561,179100.0,NEAR OCEAN +-119.18,34.18,31.0,2636.0,638.0,2695.0,614.0,3.2196,175800.0,NEAR OCEAN +-119.17,34.18,38.0,3221.0,783.0,2792.0,736.0,2.9118,172400.0,NEAR OCEAN +-119.17,34.17,34.0,2749.0,539.0,2330.0,559.0,4.2137,185600.0,NEAR OCEAN +-119.17,34.17,32.0,1567.0,304.0,1482.0,308.0,3.5867,182100.0,NEAR OCEAN +-119.17,34.17,42.0,1411.0,300.0,1295.0,339.0,2.6667,164900.0,NEAR OCEAN +-119.17,34.17,25.0,1596.0,321.0,1378.0,308.0,4.0074,188000.0,NEAR OCEAN +-119.17,34.17,21.0,2361.0,464.0,1146.0,396.0,3.6597,195100.0,NEAR OCEAN +-119.19,34.17,31.0,1872.0,434.0,1511.0,405.0,3.2314,186800.0,NEAR OCEAN +-119.19,34.17,35.0,4276.0,767.0,3295.0,708.0,4.2583,187300.0,NEAR OCEAN +-119.18,34.17,32.0,2388.0,467.0,1746.0,483.0,3.9331,187600.0,NEAR OCEAN +-119.18,34.16,30.0,2053.0,368.0,1496.0,391.0,3.6546,186200.0,NEAR OCEAN +-119.19,34.17,27.0,2183.0,364.0,1458.0,388.0,4.4567,191100.0,NEAR OCEAN +-119.19,34.16,34.0,2610.0,466.0,1543.0,433.0,3.9722,189000.0,NEAR OCEAN +-119.19,34.16,35.0,2733.0,510.0,1814.0,511.0,4.4187,183400.0,NEAR OCEAN +-119.22,34.15,32.0,3152.0,596.0,3490.0,526.0,2.725,450000.0,NEAR OCEAN +-119.2,34.18,22.0,6465.0,1397.0,2694.0,1370.0,2.9832,165600.0,NEAR OCEAN +-119.21,34.18,13.0,6103.0,1319.0,2986.0,1212.0,3.9718,215200.0,NEAR OCEAN +-119.19,34.15,31.0,4175.0,1004.0,3310.0,954.0,3.1989,185400.0,NEAR OCEAN +-119.2,34.15,27.0,2076.0,681.0,1904.0,647.0,1.4773,160800.0,NEAR OCEAN +-119.21,34.12,15.0,5778.0,1285.0,1722.0,829.0,4.3427,305800.0,NEAR OCEAN +-119.18,34.16,12.0,460.0,101.0,405.0,103.0,5.2783,167400.0,NEAR OCEAN +-119.18,34.16,27.0,1832.0,415.0,1480.0,414.0,3.9643,186000.0,NEAR OCEAN +-119.18,34.15,22.0,4769.0,1366.0,5534.0,1318.0,2.4167,192000.0,NEAR OCEAN +-119.17,34.16,17.0,5276.0,1020.0,4066.0,984.0,4.5828,205400.0,NEAR OCEAN +-119.17,34.15,18.0,2509.0,688.0,3129.0,677.0,2.6098,146100.0,NEAR OCEAN +-119.13,34.19,16.0,6389.0,1330.0,6242.0,1340.0,4.0222,206800.0,NEAR OCEAN +-119.15,34.17,22.0,1612.0,334.0,1431.0,335.0,4.8125,194400.0,NEAR OCEAN +-119.14,34.17,16.0,1593.0,353.0,836.0,357.0,2.726,67500.0,NEAR OCEAN +-119.11,34.17,37.0,470.0,105.0,522.0,83.0,2.0368,243800.0,NEAR OCEAN +-119.17,34.19,28.0,1444.0,508.0,2145.0,437.0,1.6964,175000.0,NEAR OCEAN +-119.14,34.15,25.0,2202.0,390.0,1415.0,412.0,4.43,207700.0,NEAR OCEAN +-119.16,34.15,23.0,3204.0,644.0,2295.0,614.0,3.9485,196600.0,NEAR OCEAN +-119.16,34.12,17.0,224.0,70.0,147.0,71.0,3.6167,280000.0,NEAR OCEAN +-119.16,34.17,17.0,7982.0,1603.0,6437.0,1596.0,4.1279,223900.0,NEAR OCEAN +-119.15,34.17,23.0,2239.0,537.0,784.0,497.0,1.6038,194300.0,NEAR OCEAN +-119.15,34.2,25.0,3445.0,898.0,5558.0,894.0,3.0972,169300.0,NEAR OCEAN +-119.17,34.25,15.0,1329.0,282.0,1001.0,284.0,3.65,189300.0,NEAR OCEAN +-119.15,34.25,36.0,3511.0,664.0,2965.0,695.0,4.0878,186800.0,NEAR OCEAN +-119.16,34.23,26.0,5444.0,1293.0,3700.0,1158.0,2.7556,213200.0,NEAR OCEAN +-119.14,34.23,8.0,243.0,75.0,102.0,80.0,2.5714,500001.0,NEAR OCEAN +-119.12,34.23,35.0,2028.0,554.0,2252.0,521.0,2.4643,182000.0,NEAR OCEAN +-119.12,34.25,31.0,737.0,146.0,1436.0,168.0,3.5625,194100.0,NEAR OCEAN +-119.04,34.28,21.0,1856.0,276.0,863.0,255.0,4.5833,500001.0,<1H OCEAN +-118.96,34.3,16.0,3103.0,482.0,1567.0,467.0,6.907,500001.0,<1H OCEAN +-119.06,34.24,21.0,7436.0,984.0,2982.0,988.0,7.6775,391200.0,<1H OCEAN +-119.09,34.24,17.0,10214.0,1589.0,3409.0,1327.0,5.3806,452100.0,<1H OCEAN +-119.02,34.26,40.0,1498.0,292.0,707.0,249.0,3.7974,228700.0,<1H OCEAN +-119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,340600.0,<1H OCEAN +-119.04,34.24,20.0,7794.0,1192.0,4169.0,1188.0,5.9316,311900.0,<1H OCEAN +-119.05,34.24,24.0,4341.0,646.0,1929.0,703.0,5.4298,279600.0,<1H OCEAN +-118.99,34.23,9.0,10618.0,1617.0,4830.0,1606.0,6.6246,284200.0,<1H OCEAN +-119.01,34.23,11.0,5785.0,1035.0,2760.0,985.0,4.693,232200.0,<1H OCEAN +-118.94,34.24,5.0,10018.0,1233.0,4253.0,1120.0,8.9063,500001.0,<1H OCEAN +-118.96,34.23,14.0,15207.0,2924.0,6301.0,2829.0,3.9699,217000.0,<1H OCEAN +-119.03,34.24,25.0,3655.0,545.0,1776.0,544.0,5.687,238100.0,<1H OCEAN +-119.03,34.23,16.0,5323.0,795.0,2493.0,779.0,5.6762,271300.0,<1H OCEAN +-119.02,34.24,24.0,4650.0,748.0,2374.0,702.0,5.8838,232600.0,<1H OCEAN +-119.03,34.23,21.0,3284.0,487.0,1832.0,521.0,5.2773,250800.0,<1H OCEAN +-119.03,34.22,24.0,3421.0,656.0,2220.0,645.0,4.7831,214200.0,<1H OCEAN +-119.04,34.23,21.0,9807.0,1614.0,4199.0,1554.0,5.0145,246600.0,<1H OCEAN +-119.06,34.23,23.0,3471.0,510.0,2002.0,555.0,5.2742,257500.0,<1H OCEAN +-119.06,34.23,29.0,3511.0,632.0,2591.0,596.0,3.0219,221700.0,<1H OCEAN +-119.04,34.22,18.0,3117.0,583.0,2079.0,545.0,4.6458,222800.0,<1H OCEAN +-119.06,34.22,13.0,4175.0,1321.0,2257.0,1271.0,3.1446,177100.0,<1H OCEAN +-119.0,34.19,5.0,3634.0,718.0,1317.0,743.0,4.2917,227900.0,<1H OCEAN +-119.05,34.19,39.0,143.0,36.0,113.0,33.0,2.8942,275000.0,NEAR OCEAN +-119.08,34.17,32.0,166.0,22.0,63.0,29.0,7.3004,125000.0,NEAR OCEAN +-119.03,34.21,11.0,4528.0,729.0,2398.0,684.0,5.3044,319000.0,<1H OCEAN +-119.05,34.21,27.0,4357.0,926.0,2110.0,876.0,3.0119,218200.0,<1H OCEAN +-119.09,34.22,8.0,40.0,10.0,309.0,16.0,4.0208,52500.0,NEAR OCEAN +-119.05,34.13,12.0,57.0,22.0,69.0,15.0,5.0066,275000.0,NEAR OCEAN +-118.97,34.18,18.0,7338.0,1020.0,3419.0,1058.0,7.0242,293100.0,<1H OCEAN +-118.96,34.19,16.0,1807.0,346.0,587.0,296.0,1.9811,162500.0,<1H OCEAN +-118.96,34.18,16.0,3137.0,462.0,1384.0,436.0,6.1306,258200.0,<1H OCEAN +-118.98,34.16,16.0,2476.0,402.0,1251.0,387.0,5.7676,241300.0,<1H OCEAN +-118.95,34.18,25.0,2237.0,331.0,1121.0,365.0,6.0994,254900.0,<1H OCEAN +-118.95,34.17,9.0,2372.0,312.0,1039.0,321.0,7.6016,344900.0,<1H OCEAN +-118.94,34.17,16.0,3746.0,508.0,1556.0,452.0,6.3303,299400.0,<1H OCEAN +-118.94,34.17,15.0,1679.0,271.0,928.0,264.0,5.5681,235600.0,<1H OCEAN +-118.95,34.17,23.0,2630.0,404.0,1184.0,385.0,5.2955,247600.0,<1H OCEAN +-118.95,34.16,21.0,2953.0,419.0,1397.0,410.0,6.541,291500.0,<1H OCEAN +-118.93,34.18,18.0,2730.0,415.0,1248.0,412.0,6.187,287900.0,<1H OCEAN +-118.92,34.18,17.0,2400.0,352.0,1067.0,323.0,6.3522,259300.0,<1H OCEAN +-118.92,34.17,17.0,1552.0,246.0,685.0,244.0,5.9836,294800.0,<1H OCEAN +-118.94,34.16,3.0,1170.0,148.0,493.0,142.0,8.0428,500001.0,<1H OCEAN +-118.91,34.18,17.0,3220.0,716.0,1381.0,733.0,2.8958,176000.0,<1H OCEAN +-118.9,34.18,20.0,1288.0,179.0,539.0,181.0,5.8652,302600.0,<1H OCEAN +-118.9,34.18,14.0,2627.0,328.0,1121.0,328.0,7.0504,333800.0,<1H OCEAN +-118.9,34.17,14.0,4719.0,734.0,1880.0,731.0,5.3558,313800.0,<1H OCEAN +-118.88,34.17,15.0,4260.0,,1701.0,669.0,5.1033,410700.0,<1H OCEAN +-118.85,34.17,42.0,564.0,96.0,220.0,81.0,4.5625,318800.0,<1H OCEAN +-118.84,34.16,18.0,6075.0,1056.0,2571.0,1018.0,5.22,399400.0,<1H OCEAN +-118.84,34.15,17.0,3785.0,494.0,1527.0,507.0,8.4443,358500.0,<1H OCEAN +-118.86,34.16,16.0,1509.0,216.0,578.0,235.0,10.2614,410800.0,<1H OCEAN +-118.85,34.14,24.0,1999.0,244.0,759.0,247.0,8.7657,366300.0,<1H OCEAN +-118.82,34.15,9.0,655.0,110.0,222.0,109.0,7.8528,337500.0,NEAR OCEAN +-118.83,34.15,16.0,3380.0,731.0,1227.0,641.0,4.2857,233200.0,NEAR OCEAN +-118.83,34.14,16.0,1316.0,194.0,450.0,173.0,10.1597,500001.0,NEAR OCEAN +-118.83,34.14,16.0,1956.0,312.0,671.0,319.0,6.4001,321800.0,NEAR OCEAN +-118.85,34.14,16.0,4109.0,543.0,1409.0,560.0,8.1064,423400.0,<1H OCEAN +-118.95,34.19,24.0,2719.0,434.0,1318.0,424.0,4.675,228800.0,<1H OCEAN +-118.94,34.18,24.0,3689.0,585.0,1898.0,581.0,5.9224,239400.0,<1H OCEAN +-118.94,34.18,25.0,3502.0,508.0,1713.0,508.0,5.5181,242100.0,<1H OCEAN +-118.93,34.2,17.0,2619.0,606.0,1655.0,557.0,3.886,281300.0,<1H OCEAN +-118.92,34.19,16.0,3631.0,974.0,2585.0,923.0,3.0691,130400.0,<1H OCEAN +-118.9,34.2,16.0,6510.0,817.0,2304.0,778.0,7.9943,452100.0,<1H OCEAN +-118.9,34.19,26.0,1582.0,196.0,573.0,182.0,10.0595,500001.0,<1H OCEAN +-118.91,34.22,15.0,5644.0,757.0,2659.0,783.0,6.7559,312000.0,<1H OCEAN +-118.89,34.22,20.0,3878.0,665.0,1651.0,591.0,5.5402,264600.0,<1H OCEAN +-118.87,34.23,14.0,4242.0,746.0,1858.0,689.0,6.0145,287100.0,<1H OCEAN +-118.88,34.22,16.0,2343.0,393.0,2007.0,383.0,5.756,302700.0,<1H OCEAN +-118.87,34.22,14.0,3108.0,451.0,1566.0,434.0,6.2423,305400.0,<1H OCEAN +-118.85,34.25,17.0,5593.0,732.0,1992.0,660.0,7.2965,342900.0,<1H OCEAN +-118.85,34.23,13.0,5094.0,764.0,2230.0,737.0,6.4823,290900.0,<1H OCEAN +-118.86,34.22,26.0,1932.0,280.0,886.0,289.0,5.0855,232200.0,<1H OCEAN +-118.86,34.22,26.0,1775.0,295.0,1004.0,323.0,5.5845,251700.0,<1H OCEAN +-118.86,34.22,22.0,1230.0,200.0,673.0,195.0,6.2708,251400.0,<1H OCEAN +-118.85,34.21,25.0,1328.0,209.0,691.0,228.0,4.9234,241400.0,<1H OCEAN +-118.85,34.21,29.0,2195.0,414.0,1360.0,401.0,3.4773,206700.0,<1H OCEAN +-118.86,34.21,26.0,3354.0,659.0,2020.0,648.0,4.1576,211800.0,<1H OCEAN +-118.88,34.22,22.0,3654.0,517.0,1565.0,518.0,6.2748,274800.0,<1H OCEAN +-118.87,34.21,26.0,4439.0,616.0,1881.0,592.0,6.2935,258000.0,<1H OCEAN +-118.88,34.21,26.0,1590.0,196.0,654.0,199.0,6.5851,300000.0,<1H OCEAN +-118.87,34.2,26.0,1924.0,245.0,775.0,244.0,7.001,286800.0,<1H OCEAN +-118.88,34.2,23.0,4862.0,597.0,1938.0,594.0,7.3409,316000.0,<1H OCEAN +-118.88,34.19,26.0,2296.0,275.0,842.0,263.0,7.7889,309900.0,<1H OCEAN +-118.86,34.2,32.0,2399.0,384.0,1199.0,390.0,4.125,264600.0,<1H OCEAN +-118.86,34.19,26.0,3135.0,480.0,1474.0,458.0,6.1949,243500.0,<1H OCEAN +-118.87,34.19,23.0,2179.0,423.0,1338.0,406.0,5.5224,240700.0,<1H OCEAN +-118.88,34.19,16.0,7268.0,1729.0,3232.0,1653.0,3.3703,228700.0,<1H OCEAN +-118.87,34.18,21.0,5661.0,1369.0,3188.0,1308.0,3.4676,212800.0,<1H OCEAN +-118.85,34.18,11.0,5873.0,1455.0,3089.0,1365.0,3.5504,173800.0,<1H OCEAN +-118.84,34.17,16.0,3449.0,820.0,1877.0,816.0,3.2176,187500.0,<1H OCEAN +-118.85,34.2,28.0,2040.0,297.0,848.0,280.0,6.7612,323700.0,<1H OCEAN +-118.86,34.19,29.0,1326.0,185.0,586.0,187.0,6.5474,422900.0,<1H OCEAN +-118.86,34.19,27.0,1931.0,261.0,736.0,244.0,6.7805,392900.0,<1H OCEAN +-118.85,34.19,27.0,2287.0,320.0,967.0,321.0,6.5162,349400.0,<1H OCEAN +-118.83,34.18,23.0,5647.0,786.0,2050.0,738.0,6.3586,348300.0,<1H OCEAN +-118.83,34.17,17.0,4668.0,628.0,1917.0,624.0,8.1397,353900.0,<1H OCEAN +-118.9,34.14,35.0,1503.0,263.0,576.0,216.0,5.1457,500001.0,<1H OCEAN +-119.0,34.08,17.0,1822.0,438.0,578.0,291.0,5.4346,428600.0,NEAR OCEAN +-118.75,34.18,4.0,16704.0,2704.0,6187.0,2207.0,6.6122,357600.0,NEAR OCEAN +-118.75,34.17,18.0,6217.0,858.0,2703.0,834.0,6.8075,325900.0,NEAR OCEAN +-118.69,34.18,11.0,1177.0,138.0,415.0,119.0,10.0472,500001.0,<1H OCEAN +-118.8,34.19,4.0,15572.0,2222.0,5495.0,2152.0,8.6499,500001.0,<1H OCEAN +-118.83,34.23,6.0,8803.0,1114.0,3385.0,1010.0,8.7288,425800.0,<1H OCEAN +-118.84,34.22,11.0,3170.0,420.0,1418.0,432.0,7.5118,361900.0,<1H OCEAN +-118.84,34.21,16.0,4975.0,949.0,2537.0,971.0,5.2361,224700.0,<1H OCEAN +-118.8,34.21,16.0,1466.0,196.0,661.0,209.0,6.2893,282700.0,<1H OCEAN +-118.74,34.25,25.0,1815.0,281.0,960.0,284.0,5.4243,214700.0,<1H OCEAN +-118.74,34.26,22.0,4337.0,673.0,2347.0,636.0,5.4091,222400.0,<1H OCEAN +-118.7,34.24,28.0,2405.0,462.0,1011.0,378.0,4.504,204300.0,<1H OCEAN +-118.64,34.25,47.0,1315.0,290.0,581.0,268.0,5.4024,253000.0,<1H OCEAN +-118.69,34.21,10.0,3663.0,409.0,1179.0,371.0,12.542,500001.0,<1H OCEAN +-118.81,34.25,4.0,9147.0,1827.0,3950.0,1661.0,5.716,320800.0,<1H OCEAN +-118.79,34.26,17.0,1986.0,249.0,761.0,241.0,7.2137,401900.0,<1H OCEAN +-118.8,34.27,12.0,3330.0,600.0,1577.0,584.0,4.6985,264100.0,<1H OCEAN +-118.77,34.24,6.0,16222.0,2309.0,6700.0,2080.0,6.4963,308100.0,<1H OCEAN +-118.78,34.26,24.0,4072.0,582.0,1834.0,565.0,6.0487,254500.0,<1H OCEAN +-118.78,34.25,13.0,1841.0,237.0,833.0,231.0,7.7785,404700.0,<1H OCEAN +-118.85,34.27,50.0,187.0,33.0,130.0,35.0,3.3438,500001.0,<1H OCEAN +-118.9,34.3,13.0,5591.0,1013.0,3188.0,971.0,5.5925,208600.0,<1H OCEAN +-118.83,34.33,6.0,6679.0,1164.0,3196.0,1157.0,5.4493,242600.0,<1H OCEAN +-118.89,34.29,28.0,1545.0,371.0,1334.0,318.0,3.4375,194100.0,<1H OCEAN +-118.89,34.33,23.0,366.0,62.0,265.0,66.0,3.125,375000.0,<1H OCEAN +-118.89,34.28,30.0,917.0,157.0,678.0,171.0,5.8133,195700.0,<1H OCEAN +-118.88,34.28,22.0,3369.0,771.0,2751.0,710.0,4.0474,182100.0,<1H OCEAN +-118.91,34.28,6.0,6106.0,1134.0,3246.0,1062.0,5.2206,280200.0,<1H OCEAN +-118.9,34.26,5.0,25187.0,3521.0,11956.0,3478.0,6.9712,321300.0,<1H OCEAN +-118.81,34.28,20.0,3678.0,684.0,1882.0,694.0,4.1607,196800.0,<1H OCEAN +-118.78,34.27,20.0,2743.0,685.0,1798.0,613.0,3.6761,170900.0,<1H OCEAN +-118.79,34.27,27.0,1146.0,189.0,595.0,197.0,4.5833,198500.0,<1H OCEAN +-118.77,34.27,7.0,3074.0,794.0,1816.0,654.0,2.7137,196400.0,<1H OCEAN +-118.77,34.27,10.0,1658.0,310.0,1053.0,333.0,4.7574,209900.0,<1H OCEAN +-118.77,34.28,6.0,4685.0,965.0,2180.0,909.0,4.5458,208200.0,<1H OCEAN +-118.77,34.28,27.0,1416.0,251.0,1024.0,268.0,5.1074,185200.0,<1H OCEAN +-118.77,34.28,26.0,2873.0,480.0,1915.0,475.0,5.3681,187700.0,<1H OCEAN +-118.75,34.29,17.0,5512.0,,2734.0,814.0,6.6073,258100.0,<1H OCEAN +-118.75,34.28,22.0,3844.0,537.0,1665.0,492.0,6.2059,239900.0,<1H OCEAN +-118.76,34.28,21.0,2786.0,342.0,1114.0,322.0,5.8578,266300.0,<1H OCEAN +-118.75,34.27,20.0,3495.0,449.0,1629.0,428.0,5.8096,264400.0,<1H OCEAN +-118.75,34.28,27.0,1452.0,251.0,928.0,259.0,4.6908,186600.0,<1H OCEAN +-118.75,34.27,26.0,966.0,191.0,690.0,191.0,5.1698,188000.0,<1H OCEAN +-118.75,34.27,24.0,3241.0,461.0,1567.0,446.0,5.5983,233300.0,<1H OCEAN +-118.75,34.27,25.0,3371.0,502.0,1717.0,506.0,6.1253,225000.0,<1H OCEAN +-118.71,34.27,26.0,990.0,223.0,719.0,232.0,3.163,179400.0,<1H OCEAN +-118.73,34.27,23.0,4550.0,762.0,2301.0,744.0,4.556,205300.0,<1H OCEAN +-118.74,34.27,23.0,2493.0,522.0,1488.0,505.0,4.18,215000.0,<1H OCEAN +-118.77,34.26,26.0,3038.0,468.0,1825.0,468.0,5.6385,196900.0,<1H OCEAN +-118.76,34.26,26.0,1750.0,284.0,962.0,278.0,4.5673,190400.0,<1H OCEAN +-118.76,34.26,26.0,1929.0,293.0,1067.0,320.0,5.4038,222100.0,<1H OCEAN +-118.75,34.26,26.0,1767.0,265.0,1040.0,250.0,5.4787,198100.0,<1H OCEAN +-118.75,34.26,24.0,2234.0,373.0,1325.0,383.0,5.4604,193400.0,<1H OCEAN +-118.74,34.26,27.0,3467.0,545.0,1798.0,493.0,4.8717,204100.0,<1H OCEAN +-118.74,34.28,21.0,4056.0,637.0,1974.0,634.0,5.9024,221000.0,<1H OCEAN +-118.73,34.27,25.0,3409.0,493.0,1699.0,484.0,5.653,225800.0,<1H OCEAN +-118.71,34.28,27.0,2911.0,562.0,1773.0,580.0,4.6528,186600.0,<1H OCEAN +-118.7,34.28,25.0,2377.0,491.0,1200.0,439.0,4.7083,196100.0,<1H OCEAN +-118.7,34.28,27.0,727.0,136.0,467.0,144.0,3.7188,250000.0,<1H OCEAN +-118.72,34.28,17.0,2654.0,478.0,1392.0,451.0,5.4459,223900.0,<1H OCEAN +-118.72,34.28,18.0,2229.0,371.0,1283.0,379.0,5.5955,217700.0,<1H OCEAN +-118.72,34.28,17.0,3051.0,,1705.0,495.0,5.7376,218600.0,<1H OCEAN +-118.67,34.28,21.0,4059.0,598.0,2133.0,634.0,5.6949,235300.0,<1H OCEAN +-118.68,34.28,17.0,6488.0,1102.0,3199.0,1070.0,5.0962,238000.0,<1H OCEAN +-118.67,34.3,5.0,6123.0,825.0,2440.0,736.0,7.9013,393000.0,<1H OCEAN +-118.68,34.28,5.0,6150.0,1265.0,3188.0,1266.0,4.7034,223000.0,<1H OCEAN +-118.68,34.27,16.0,4637.0,941.0,2476.0,878.0,4.0568,225200.0,<1H OCEAN +-118.68,34.27,26.0,1561.0,212.0,817.0,242.0,5.477,209100.0,<1H OCEAN +-118.67,34.27,15.0,3221.0,659.0,1390.0,607.0,3.5313,191800.0,<1H OCEAN +-118.67,34.27,10.0,3753.0,678.0,1859.0,660.0,4.9946,204600.0,<1H OCEAN +-118.65,34.27,23.0,1724.0,265.0,934.0,306.0,6.0783,229200.0,<1H OCEAN +-118.71,34.29,24.0,2983.0,406.0,1203.0,381.0,6.3236,302000.0,<1H OCEAN +-118.71,34.29,21.0,2751.0,493.0,1432.0,483.0,5.2067,221200.0,<1H OCEAN +-118.7,34.28,27.0,3536.0,646.0,1837.0,580.0,4.4964,238300.0,<1H OCEAN +-118.7,34.3,23.0,2831.0,406.0,1284.0,393.0,6.1383,244100.0,<1H OCEAN +-118.7,34.29,25.0,1678.0,252.0,862.0,268.0,6.1834,229800.0,<1H OCEAN +-118.71,34.3,23.0,1983.0,280.0,978.0,287.0,6.3199,236700.0,<1H OCEAN +-118.7,34.3,27.0,1527.0,220.0,756.0,226.0,6.1825,227000.0,<1H OCEAN +-118.71,34.3,20.0,1586.0,187.0,699.0,209.0,6.5483,335000.0,<1H OCEAN +-118.68,34.33,45.0,121.0,25.0,67.0,27.0,2.9821,325000.0,<1H OCEAN +-118.75,34.33,27.0,534.0,85.0,243.0,77.0,8.2787,330000.0,<1H OCEAN +-118.73,34.29,11.0,5451.0,736.0,2526.0,752.0,7.355,343900.0,<1H OCEAN +-118.72,34.29,22.0,3266.0,529.0,1595.0,494.0,6.0368,248000.0,<1H OCEAN +-118.73,34.29,8.0,4983.0,754.0,2510.0,725.0,6.9454,276500.0,<1H OCEAN +-121.52,38.59,35.0,6418.0,1545.0,3814.0,1496.0,1.6647,69100.0,INLAND +-121.51,38.58,42.0,1822.0,636.0,1372.0,560.0,1.2542,76000.0,INLAND +-121.53,38.6,25.0,5154.0,1105.0,3196.0,1073.0,2.7566,80200.0,INLAND +-121.54,38.59,29.0,2242.0,493.0,1481.0,478.0,2.0781,74800.0,INLAND +-121.54,38.59,40.0,2120.0,504.0,1304.0,464.0,2.0368,67800.0,INLAND +-121.55,38.59,36.0,435.0,95.0,285.0,90.0,1.2292,69600.0,INLAND +-121.63,38.67,34.0,431.0,85.0,391.0,77.0,2.625,225000.0,INLAND +-121.52,38.58,24.0,938.0,275.0,508.0,253.0,1.642,32500.0,INLAND +-121.53,38.56,39.0,2438.0,483.0,1103.0,472.0,2.9375,86600.0,INLAND +-121.52,38.57,43.0,2360.0,471.0,1041.0,452.0,2.89,86200.0,INLAND +-121.54,38.58,30.0,4648.0,1252.0,2524.0,1089.0,1.3177,74300.0,INLAND +-121.56,38.58,32.0,2070.0,561.0,2046.0,523.0,1.9426,82300.0,INLAND +-121.53,38.58,33.0,4988.0,1169.0,2414.0,1075.0,1.9728,76400.0,INLAND +-121.53,38.58,35.0,1316.0,321.0,732.0,336.0,2.1213,79200.0,INLAND +-121.53,38.57,34.0,3395.0,592.0,1518.0,627.0,4.0833,118500.0,INLAND +-121.54,38.54,36.0,1672.0,302.0,969.0,337.0,3.0536,73100.0,INLAND +-121.55,38.51,22.0,2403.0,431.0,1088.0,421.0,3.9,146900.0,INLAND +-121.55,38.55,10.0,6227.0,1164.0,2909.0,1077.0,4.106,115900.0,INLAND +-121.56,38.44,43.0,1485.0,270.0,653.0,251.0,3.0,141700.0,INLAND +-121.61,38.38,37.0,1365.0,276.0,952.0,268.0,4.037,156900.0,INLAND +-121.79,38.54,7.0,1777.0,513.0,4479.0,504.0,1.4653,310000.0,INLAND +-121.8,38.55,11.0,5121.0,899.0,2258.0,901.0,4.7168,223200.0,INLAND +-121.78,38.55,12.0,10509.0,2186.0,5633.0,2138.0,2.9605,204300.0,INLAND +-121.76,38.57,11.0,15018.0,3008.0,7984.0,2962.0,3.1371,201800.0,INLAND +-121.81,38.58,17.0,1964.0,314.0,808.0,286.0,5.9629,286000.0,INLAND +-121.7,38.6,16.0,2372.0,588.0,1400.0,583.0,2.8922,153600.0,INLAND +-121.67,38.54,13.0,6141.0,1019.0,2553.0,967.0,4.2432,326500.0,INLAND +-121.74,38.56,18.0,3960.0,1151.0,2248.0,1144.0,1.7257,179100.0,INLAND +-121.74,38.55,34.0,2299.0,579.0,1300.0,536.0,1.6435,148500.0,INLAND +-121.73,38.55,34.0,1717.0,393.0,1224.0,387.0,2.7917,130800.0,INLAND +-121.73,38.54,18.0,974.0,317.0,521.0,317.0,1.0633,137500.0,INLAND +-121.73,38.56,30.0,3306.0,629.0,1623.0,648.0,2.8614,145200.0,INLAND +-121.71,38.56,20.0,8627.0,1516.0,4071.0,1466.0,4.2198,164100.0,INLAND +-121.72,38.54,16.0,2790.0,624.0,1386.0,636.0,3.1908,194300.0,INLAND +-121.7,38.54,13.0,6819.0,1158.0,2828.0,1115.0,4.6225,226500.0,INLAND +-121.75,38.55,33.0,2479.0,382.0,979.0,377.0,4.7308,236200.0,INLAND +-121.74,38.55,33.0,6861.0,1820.0,3717.0,1767.0,1.7311,182600.0,INLAND +-121.76,38.55,23.0,8800.0,1857.0,6330.0,1832.0,2.065,219400.0,INLAND +-121.75,38.55,26.0,4802.0,950.0,2199.0,939.0,3.7452,227700.0,INLAND +-121.77,38.69,47.0,1697.0,318.0,775.0,276.0,3.4559,123100.0,INLAND +-121.77,38.68,43.0,2559.0,598.0,1820.0,591.0,2.1927,107900.0,INLAND +-121.76,38.68,38.0,674.0,178.0,701.0,189.0,1.3942,69400.0,INLAND +-121.8,38.69,8.0,3544.0,691.0,2118.0,678.0,3.7477,122200.0,INLAND +-121.79,38.69,23.0,1755.0,321.0,1061.0,313.0,2.8864,103100.0,INLAND +-121.78,38.69,31.0,2547.0,535.0,1579.0,509.0,2.6774,95800.0,INLAND +-121.8,38.68,11.0,3851.0,892.0,1847.0,747.0,3.4331,120600.0,INLAND +-121.79,38.68,24.0,3794.0,848.0,2225.0,864.0,2.8068,95300.0,INLAND +-121.78,38.68,39.0,2806.0,662.0,1659.0,638.0,1.9787,97800.0,INLAND +-121.8,38.67,11.0,3251.0,623.0,1700.0,615.0,3.1875,172000.0,INLAND +-121.79,38.67,17.0,2875.0,810.0,1876.0,749.0,1.951,152500.0,INLAND +-121.78,38.68,43.0,3766.0,847.0,1855.0,817.0,2.3468,119400.0,INLAND +-121.8,38.67,10.0,2086.0,380.0,1073.0,378.0,4.5526,154400.0,INLAND +-121.79,38.67,30.0,2602.0,401.0,981.0,405.0,4.7222,167200.0,INLAND +-121.78,38.67,38.0,2948.0,478.0,1123.0,460.0,4.0556,146900.0,INLAND +-121.77,38.67,42.0,2670.0,518.0,1548.0,534.0,2.2794,108900.0,INLAND +-121.77,38.67,45.0,2438.0,462.0,1415.0,510.0,2.8351,107200.0,INLAND +-121.75,38.67,9.0,12139.0,2640.0,6837.0,2358.0,3.125,132500.0,INLAND +-121.71,38.72,32.0,710.0,155.0,550.0,154.0,2.8882,151400.0,INLAND +-121.7,38.65,22.0,1360.0,282.0,808.0,229.0,2.4167,225000.0,INLAND +-121.84,38.65,29.0,3167.0,548.0,1554.0,534.0,4.3487,200700.0,INLAND +-121.79,38.66,15.0,6809.0,1052.0,3060.0,1060.0,5.3064,165000.0,INLAND +-121.78,38.66,18.0,4224.0,632.0,1907.0,641.0,4.8226,139900.0,INLAND +-121.76,38.66,17.0,5320.0,984.0,2866.0,928.0,4.1997,133400.0,INLAND +-121.96,38.54,6.0,1485.0,318.0,894.0,308.0,3.2222,139600.0,INLAND +-121.99,38.53,6.0,4598.0,834.0,2561.0,812.0,3.4186,127300.0,INLAND +-121.98,38.52,27.0,3044.0,565.0,1583.0,514.0,2.7989,126700.0,INLAND +-122.05,38.56,20.0,1005.0,168.0,457.0,157.0,5.679,225000.0,INLAND +-121.92,38.57,10.0,1320.0,246.0,898.0,228.0,1.9327,193800.0,INLAND +-121.9,38.72,38.0,575.0,107.0,259.0,109.0,3.75,187500.0,INLAND +-122.0,38.83,26.0,272.0,49.0,194.0,52.0,3.4187,98400.0,INLAND +-121.94,38.89,15.0,1462.0,314.0,774.0,271.0,2.5478,91700.0,INLAND +-121.81,38.84,37.0,352.0,65.0,238.0,67.0,2.8542,275000.0,INLAND +-121.72,38.8,36.0,1069.0,228.0,567.0,190.0,1.9559,78400.0,INLAND +-121.77,38.76,32.0,1950.0,385.0,1145.0,363.0,2.8365,87900.0,INLAND +-122.21,38.83,20.0,1138.0,221.0,459.0,209.0,3.1534,123400.0,INLAND +-122.16,38.9,33.0,1221.0,236.0,488.0,199.0,3.7574,92700.0,INLAND +-122.0,38.73,31.0,371.0,74.0,208.0,84.0,3.875,137500.0,INLAND +-121.95,38.65,19.0,1265.0,228.0,755.0,218.0,3.3472,69800.0,INLAND +-122.04,38.68,26.0,1113.0,222.0,689.0,234.0,3.0486,83600.0,INLAND +-122.03,38.69,23.0,1796.0,380.0,939.0,330.0,2.7955,96300.0,INLAND +-121.6,39.15,19.0,1396.0,336.0,940.0,309.0,1.5208,70300.0,INLAND +-121.59,39.15,5.0,1922.0,489.0,938.0,439.0,2.0474,61300.0,INLAND +-121.59,39.15,48.0,1783.0,399.0,938.0,374.0,1.6652,58900.0,INLAND +-121.59,39.14,41.0,1492.0,350.0,804.0,353.0,1.684,71300.0,INLAND +-121.58,39.15,34.0,1376.0,376.0,702.0,317.0,1.4946,55500.0,INLAND +-121.58,39.14,52.0,662.0,160.0,520.0,149.0,0.8928,55000.0,INLAND +-121.58,39.16,36.0,1206.0,197.0,537.0,204.0,3.3611,79800.0,INLAND +-121.57,39.16,21.0,1872.0,302.0,870.0,301.0,3.725,84700.0,INLAND +-121.56,39.16,12.0,3349.0,642.0,2029.0,619.0,2.9647,88800.0,INLAND +-121.57,39.16,33.0,2033.0,375.0,914.0,330.0,2.6964,68500.0,INLAND +-121.58,39.16,33.0,1897.0,378.0,888.0,385.0,2.1111,68700.0,INLAND +-121.58,39.15,38.0,1756.0,396.0,837.0,401.0,1.9122,55500.0,INLAND +-121.56,39.16,35.0,2157.0,441.0,1009.0,409.0,1.5827,63000.0,INLAND +-121.57,39.16,18.0,1632.0,367.0,769.0,330.0,3.1029,71700.0,INLAND +-121.57,39.13,30.0,442.0,103.0,413.0,88.0,1.5694,57900.0,INLAND +-121.56,39.13,17.0,2277.0,608.0,1607.0,562.0,1.5085,69700.0,INLAND +-121.54,39.13,18.0,4289.0,1021.0,2707.0,939.0,1.3375,59600.0,INLAND +-121.54,39.12,17.0,4251.0,899.0,3265.0,934.0,2.3496,65000.0,INLAND +-121.58,39.12,26.0,2796.0,629.0,2017.0,632.0,1.8355,61200.0,INLAND +-121.57,39.12,30.0,2601.0,534.0,1702.0,506.0,2.08,56600.0,INLAND +-121.57,39.1,28.0,1442.0,333.0,832.0,286.0,1.8413,62300.0,INLAND +-121.59,39.1,24.0,1107.0,261.0,768.0,205.0,1.7167,48800.0,INLAND +-121.56,39.11,18.0,2171.0,480.0,1527.0,447.0,2.3011,57500.0,INLAND +-121.56,39.1,28.0,2130.0,484.0,1195.0,439.0,1.3631,45500.0,INLAND +-121.55,39.1,27.0,1783.0,441.0,1163.0,409.0,1.2857,47000.0,INLAND +-121.56,39.08,26.0,1377.0,289.0,761.0,267.0,1.4934,48300.0,INLAND +-121.55,39.09,31.0,1728.0,365.0,1167.0,384.0,1.4958,53400.0,INLAND +-121.54,39.08,26.0,2276.0,460.0,1455.0,474.0,2.4695,58000.0,INLAND +-121.54,39.08,23.0,1076.0,216.0,724.0,197.0,2.3598,57500.0,INLAND +-121.53,39.08,15.0,1810.0,441.0,1157.0,375.0,2.0469,55100.0,INLAND +-121.53,39.06,20.0,561.0,109.0,308.0,114.0,3.3021,70800.0,INLAND +-121.55,39.06,25.0,1332.0,247.0,726.0,226.0,2.25,63400.0,INLAND +-121.56,39.01,22.0,1891.0,340.0,1023.0,296.0,2.7303,99100.0,INLAND +-121.48,39.05,40.0,198.0,41.0,151.0,48.0,4.5625,100000.0,INLAND +-121.47,39.01,37.0,1244.0,247.0,484.0,157.0,2.3661,77500.0,INLAND +-121.44,39.0,20.0,755.0,147.0,457.0,157.0,2.4167,67000.0,INLAND +-121.37,39.03,32.0,1158.0,244.0,598.0,227.0,2.8235,65500.0,INLAND +-121.41,39.04,16.0,1698.0,300.0,731.0,291.0,3.0739,87200.0,INLAND +-121.52,39.12,37.0,102.0,17.0,29.0,14.0,4.125,72000.0,INLAND +-121.43,39.18,36.0,1124.0,184.0,504.0,171.0,2.1667,93800.0,INLAND +-121.32,39.13,5.0,358.0,65.0,169.0,59.0,3.0,162500.0,INLAND +-121.48,39.1,19.0,2043.0,421.0,1018.0,390.0,2.5952,92400.0,INLAND +-121.39,39.12,28.0,10035.0,1856.0,6912.0,1818.0,2.0943,108300.0,INLAND +-121.32,39.29,11.0,2640.0,505.0,1257.0,445.0,3.5673,112000.0,INLAND +-121.4,39.33,15.0,2655.0,493.0,1200.0,432.0,3.5179,107200.0,INLAND +-121.45,39.26,15.0,2319.0,416.0,1047.0,385.0,3.125,115600.0,INLAND +-121.53,39.19,27.0,2080.0,412.0,1082.0,382.0,2.5495,98300.0,INLAND +-121.56,39.27,28.0,2332.0,395.0,1041.0,344.0,3.7125,116800.0,INLAND +-121.09,39.48,25.0,1665.0,374.0,845.0,330.0,1.5603,78100.0,INLAND +-121.21,39.49,18.0,697.0,150.0,356.0,114.0,2.5568,77100.0,INLAND +-121.22,39.43,17.0,2254.0,485.0,1007.0,433.0,1.7,92300.0,INLAND +-121.32,39.43,18.0,1860.0,409.0,741.0,349.0,1.8672,84700.0,INLAND +-121.24,39.37,16.0,2785.0,616.0,1387.0,530.0,2.3886,89400.0,INLAND diff --git a/project/Task9/main.ipynb b/project/Task9/main.ipynb new file mode 100644 index 00000000..ccce7e9f --- /dev/null +++ b/project/Task9/main.ipynb @@ -0,0 +1,3212 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a6c15499-f555-41bd-a4dd-eb8166b4427f", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Импорты" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "766afe20-db07-4f9a-93d2-181d28ce229f", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import numpy as np\n", + "from sklearn.model_selection import GridSearchCV, train_test_split, cross_val_score\n", + "from sklearn.preprocessing import StandardScaler, OneHotEncoder\n", + "from sklearn.compose import ColumnTransformer\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.linear_model import ElasticNet \n", + "from sklearn.tree import DecisionTreeRegressor\n", + "from sklearn.ensemble import RandomForestRegressor, GradientBoostingRegressor\n", + "from sklearn.metrics import mean_squared_error,r2_score" + ] + }, + { + "cell_type": "markdown", + "id": "b5c351d2-5947-4b34-9e0c-5bac9188ad20", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Найти данные, на которых интересно будет решать задачу регрессии (больше 1000 строк, больше 5 признаков)." + ] + }, + { + "cell_type": "markdown", + "id": "749458b2-d49e-4ca7-8d80-446b852ec89b", + "metadata": {}, + "source": [ + "Стандартный датасет про калифорнию" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6a0339c4-6e04-4c99-be2c-b8ec38dd5bd0", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('housing.csv')" + ] + }, + { + "cell_type": "markdown", + "id": "f6bad360-8cfd-47e3-8cad-8ee3d658059b", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)." + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "d78380f1-04bb-41c8-b470-303a1687d0a6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_value
count20640.00000020640.00000020640.00000020640.00000020433.00000020640.00000020640.00000020640.00000020640.000000
mean-119.56970435.63186128.6394862635.763081537.8705531425.476744499.5396803.870671206855.816909
std2.0035322.13595212.5855582181.615252421.3850701132.462122382.3297531.899822115395.615874
min-124.35000032.5400001.0000002.0000001.0000003.0000001.0000000.49990014999.000000
25%-121.80000033.93000018.0000001447.750000296.000000787.000000280.0000002.563400119600.000000
50%-118.49000034.26000029.0000002127.000000435.0000001166.000000409.0000003.534800179700.000000
75%-118.01000037.71000037.0000003148.000000647.0000001725.000000605.0000004.743250264725.000000
max-114.31000041.95000052.00000039320.0000006445.00000035682.0000006082.00000015.000100500001.000000
\n", + "
" + ], + "text/plain": [ + " longitude latitude housing_median_age total_rooms \\\n", + "count 20640.000000 20640.000000 20640.000000 20640.000000 \n", + "mean -119.569704 35.631861 28.639486 2635.763081 \n", + "std 2.003532 2.135952 12.585558 2181.615252 \n", + "min -124.350000 32.540000 1.000000 2.000000 \n", + "25% -121.800000 33.930000 18.000000 1447.750000 \n", + "50% -118.490000 34.260000 29.000000 2127.000000 \n", + "75% -118.010000 37.710000 37.000000 3148.000000 \n", + "max -114.310000 41.950000 52.000000 39320.000000 \n", + "\n", + " total_bedrooms population households median_income \\\n", + "count 20433.000000 20640.000000 20640.000000 20640.000000 \n", + "mean 537.870553 1425.476744 499.539680 3.870671 \n", + "std 421.385070 1132.462122 382.329753 1.899822 \n", + "min 1.000000 3.000000 1.000000 0.499900 \n", + "25% 296.000000 787.000000 280.000000 2.563400 \n", + "50% 435.000000 1166.000000 409.000000 3.534800 \n", + "75% 647.000000 1725.000000 605.000000 4.743250 \n", + "max 6445.000000 35682.000000 6082.000000 15.000100 \n", + "\n", + " median_house_value \n", + "count 20640.000000 \n", + "mean 206855.816909 \n", + "std 115395.615874 \n", + "min 14999.000000 \n", + "25% 119600.000000 \n", + "50% 179700.000000 \n", + "75% 264725.000000 \n", + "max 500001.000000 " + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "22be98df-d9da-4a8e-a27f-061676a17924", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
count20640206402064020640206402064020640206402064020640
unique1111211111
topFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
freq20640206402064020640204332064020640206402064020640
\n", + "
" + ], + "text/plain": [ + " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", + "count 20640 20640 20640 20640 20640 \n", + "unique 1 1 1 1 2 \n", + "top False False False False False \n", + "freq 20640 20640 20640 20640 20433 \n", + "\n", + " population households median_income median_house_value ocean_proximity \n", + "count 20640 20640 20640 20640 20640 \n", + "unique 1 1 1 1 1 \n", + "top False False False False False \n", + "freq 20640 20640 20640 20640 20640 " + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isna().describe()" + ] + }, + { + "cell_type": "markdown", + "id": "2d85494c-d55e-4015-86f6-de815b1dc27f", + "metadata": {}, + "source": [ + "В total_bedrooms у нас есть nan-ы. Проверим их." + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "5ba45e9d-d467-408f-b073-8297c70a9e7a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
290-122.1637.7747.01256.0NaN570.0218.04.3750161900.0NEAR BAY
341-122.1737.7538.0992.0NaN732.0259.01.619685100.0NEAR BAY
538-122.2837.7829.05154.0NaN3741.01273.02.5762173400.0NEAR BAY
563-122.2437.7545.0891.0NaN384.0146.04.9489247100.0NEAR BAY
696-122.1037.6941.0746.0NaN387.0161.03.9063178400.0NEAR BAY
.................................
20267-119.1934.2018.03620.0NaN3171.0779.03.3409220500.0NEAR OCEAN
20268-119.1834.1919.02393.0NaN1938.0762.01.6953167400.0NEAR OCEAN
20372-118.8834.1715.04260.0NaN1701.0669.05.1033410700.0<1H OCEAN
20460-118.7534.2917.05512.0NaN2734.0814.06.6073258100.0<1H OCEAN
20484-118.7234.2817.03051.0NaN1705.0495.05.7376218600.0<1H OCEAN
\n", + "

207 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", + "290 -122.16 37.77 47.0 1256.0 NaN \n", + "341 -122.17 37.75 38.0 992.0 NaN \n", + "538 -122.28 37.78 29.0 5154.0 NaN \n", + "563 -122.24 37.75 45.0 891.0 NaN \n", + "696 -122.10 37.69 41.0 746.0 NaN \n", + "... ... ... ... ... ... \n", + "20267 -119.19 34.20 18.0 3620.0 NaN \n", + "20268 -119.18 34.19 19.0 2393.0 NaN \n", + "20372 -118.88 34.17 15.0 4260.0 NaN \n", + "20460 -118.75 34.29 17.0 5512.0 NaN \n", + "20484 -118.72 34.28 17.0 3051.0 NaN \n", + "\n", + " population households median_income median_house_value \\\n", + "290 570.0 218.0 4.3750 161900.0 \n", + "341 732.0 259.0 1.6196 85100.0 \n", + "538 3741.0 1273.0 2.5762 173400.0 \n", + "563 384.0 146.0 4.9489 247100.0 \n", + "696 387.0 161.0 3.9063 178400.0 \n", + "... ... ... ... ... \n", + "20267 3171.0 779.0 3.3409 220500.0 \n", + "20268 1938.0 762.0 1.6953 167400.0 \n", + "20372 1701.0 669.0 5.1033 410700.0 \n", + "20460 2734.0 814.0 6.6073 258100.0 \n", + "20484 1705.0 495.0 5.7376 218600.0 \n", + "\n", + " ocean_proximity \n", + "290 NEAR BAY \n", + "341 NEAR BAY \n", + "538 NEAR BAY \n", + "563 NEAR BAY \n", + "696 NEAR BAY \n", + "... ... \n", + "20267 NEAR OCEAN \n", + "20268 NEAR OCEAN \n", + "20372 <1H OCEAN \n", + "20460 <1H OCEAN \n", + "20484 <1H OCEAN \n", + "\n", + "[207 rows x 10 columns]" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[df['total_bedrooms'].isna()]" + ] + }, + { + "cell_type": "markdown", + "id": "81b3b510-7088-452d-8ec6-5c493279d1f6", + "metadata": {}, + "source": [ + "В таблице у нас есть nan-ы. Будем ли мы их заполнять? Нет. Почему? К-во строк с nan-ами очень мало, потому нет смысла обращать внимание на эти поля." + ] + }, + { + "cell_type": "markdown", + "id": "feedb9d0-d714-4cbe-ab5d-1d87ec05fbdd", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Выполнить разведочный анализ (EDA), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи регрессии." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "38284b2d-e544-48d1-a110-e65416f00524", + "metadata": {}, + "outputs": [], + "source": [ + "df = df[df['total_bedrooms'].isna() == False]" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "a8848332-5185-4dfd-9926-ed1f38fefe46", + "metadata": {}, + "outputs": [], + "source": [ + "df_without_ocean = df.drop(columns=['ocean_proximity'])" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "dd8198c3-6395-4b3a-af3a-af9a6aa94d57", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 123, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.heatmap(df_without_ocean.corr(),annot=True)" + ] + }, + { + "cell_type": "markdown", + "id": "aaa8c45d-8e22-463d-a603-9427aa52f6f0", + "metadata": {}, + "source": [ + "Очевидно, надо дропать колонки, чтобы избежать мультиколлинеарности. Сделаем это в будущем." + ] + }, + { + "cell_type": "markdown", + "id": "646c53f1-8a62-4552-935b-acb880b6c2a8", + "metadata": {}, + "source": [ + "Следовательно, у нас вырисовывается 2 пайплайна, без дропа и с ним." + ] + }, + { + "cell_type": "markdown", + "id": "8414ccec-0d86-4c80-8b69-ef2106141e17", + "metadata": {}, + "source": [ + "!!!Даже без графиков!!! \n", + "Очевидно, что у нас сильный разброс в мерах данных. Например, возраст здания и его цена, следовательно, нам нужны скейлеры. Используем стандарт-скейлер. А также необходимо привести данные к одной мере" + ] + }, + { + "cell_type": "markdown", + "id": "ee8fd010-7418-461d-aab0-598e4a1663e8", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (Feature Engineering)." + ] + }, + { + "cell_type": "code", + "execution_count": 167, + "id": "9880c8fb-c016-4515-8f34-684b06d926f8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.0880.0129.0322.0126.08.3252452600.0NEAR BAY
\n", + "
" + ], + "text/plain": [ + " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", + "0 -122.23 37.88 41.0 880.0 129.0 \n", + "\n", + " population households median_income median_house_value ocean_proximity \n", + "0 322.0 126.0 8.3252 452600.0 NEAR BAY " + ] + }, + "execution_count": 167, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[:1]" + ] + }, + { + "cell_type": "markdown", + "id": "f038ba25-e2b1-4e89-918c-429658ce397a", + "metadata": {}, + "source": [ + "Приведем некоторые колонки к среднему + к одному \"размаху\"" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "id": "f2df3dcf-40ad-40dd-97cc-5a0810370b16", + "metadata": {}, + "outputs": [], + "source": [ + "df['total_rooms'] = df['total_rooms'] / df['households']\n", + "df['total_bedrooms'] = df['total_bedrooms'] / df['households']\n", + "df['population'] = df['population'] / df['households']\n", + "df['median_house_value'] = df['median_house_value']/100000" + ] + }, + { + "cell_type": "code", + "execution_count": 211, + "id": "b1ba53bf-6c00-49f4-8404-19203784ad6d", + "metadata": {}, + "outputs": [], + "source": [ + "df_tree = df.copy() # для деревьев" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "id": "a5400ab8-de28-49a1-97b0-dddafd508552", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.06.9841271.023812.555556126.08.32524.526NEAR BAY
\n", + "
" + ], + "text/plain": [ + " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", + "0 -122.23 37.88 41.0 6.984127 1.02381 \n", + "\n", + " population households median_income median_house_value ocean_proximity \n", + "0 2.555556 126.0 8.3252 4.526 NEAR BAY " + ] + }, + "execution_count": 170, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[:1]" + ] + }, + { + "cell_type": "markdown", + "id": "25ad6847-ccd2-4d69-988c-62e2261ff2aa", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Модели" + ] + }, + { + "cell_type": "markdown", + "id": "c1884c01-687c-4773-9fd0-b0700ad8fdf1", + "metadata": {}, + "source": [ + "### Линейная регрессия" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "id": "8df69384-e79a-48ea-930a-0ddfe689d78c", + "metadata": {}, + "outputs": [], + "source": [ + "X = df.drop(columns=['longitude', 'total_bedrooms', 'population', 'households', 'median_house_value'])\n", + "y = df['median_house_value']" + ] + }, + { + "cell_type": "code", + "execution_count": 172, + "id": "4775d88c-4b43-4890-92e3-dd48ed5d82b9", + "metadata": {}, + "outputs": [], + "source": [ + "numeric_features = [col for col in X.columns if col != 'ocean_proximity']\n", + "categorical_features = ['ocean_proximity']" + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "id": "fd7d8823-6dfc-4f04-ae66-8f1bcb85a4e1", + "metadata": {}, + "outputs": [], + "source": [ + "preprocessor_df = ColumnTransformer(\n", + " transformers=[\n", + " ('num', StandardScaler(), numeric_features),\n", + " ('cat', OneHotEncoder(handle_unknown='ignore'), categorical_features)\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 183, + "id": "160ea2b0-fddb-444b-b7cc-e6964e1548f2", + "metadata": {}, + "outputs": [], + "source": [ + "pipeline_df = Pipeline(steps=[\n", + " ('preprocessor', preprocessor_df),\n", + " ('regressor', ElasticNet())\n", + "])" + ] + }, + { + "cell_type": "code", + "execution_count": 184, + "id": "799b5aa7-6c18-491d-acd1-6d15557f2301", + "metadata": {}, + "outputs": [], + "source": [ + "param_grid = {\n", + " 'regressor__alpha': [0.01, 0.1, 1.0, 10.0, 100.0],\n", + " 'regressor__fit_intercept': [True, False]\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 190, + "id": "270f69e2-5c5f-4c06-aa2c-2355ad18e688", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "grid_search = GridSearchCV(pipeline_df, param_grid, cv=5, scoring='r2', n_jobs=-1)\n", + "grid_search.fit(X_train, y_train)\n", + "best_model = grid_search.best_estimator_" + ] + }, + { + "cell_type": "code", + "execution_count": 248, + "id": "2105a758-f3d9-4967-bcce-5818ea908c39", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MSE на df: 0.55\n", + "Lin. Reg R^2: 0.5954\n" + ] + } + ], + "source": [ + "y_pred = best_model.predict(X_test)\n", + "mse_df = mean_squared_error(y_test, y_pred)\n", + "print(f\"MSE на df: {mse_df:.2f}\")\n", + "r2 = r2_score(y_test, y_pred)\n", + "print(f\"Lin. Reg R^2: {r2:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "f5179ac7-0196-4b33-b676-fedbae2b4887", + "metadata": {}, + "source": [ + "Отлично, мы применили оптимизацию и получили нормальный результат." + ] + }, + { + "cell_type": "markdown", + "id": "1191be84-d446-489f-8010-ab1549ffad45", + "metadata": {}, + "source": [ + "### А теперь модели-деревья." + ] + }, + { + "cell_type": "code", + "execution_count": 212, + "id": "3b879dd9-ce78-4f98-88fb-7ea787ba18fd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.06.9841271.023812.555556126.08.32524.526NEAR BAY
\n", + "
" + ], + "text/plain": [ + " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", + "0 -122.23 37.88 41.0 6.984127 1.02381 \n", + "\n", + " population households median_income median_house_value ocean_proximity \n", + "0 2.555556 126.0 8.3252 4.526 NEAR BAY " + ] + }, + "execution_count": 212, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_tree[:1]" + ] + }, + { + "cell_type": "code", + "execution_count": 213, + "id": "3127d43d-7732-4891-9e8b-33a11a064296", + "metadata": {}, + "outputs": [], + "source": [ + "X = df_tree.drop('median_house_value', axis=1)\n", + "y = df_tree['median_house_value']" + ] + }, + { + "cell_type": "code", + "execution_count": 214, + "id": "6bc23c71-da41-4ead-9ae4-74e982969c26", + "metadata": {}, + "outputs": [], + "source": [ + "numeric_features = [col for col in X.columns if col != 'ocean_proximity']\n", + "categorical_features = ['ocean_proximity'] if 'ocean_proximity' in X.columns else []" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "id": "6f437871-b338-4684-a4e4-526a6d8ebcaa", + "metadata": {}, + "outputs": [], + "source": [ + "preprocessor = ColumnTransformer([\n", + " ('num', StandardScaler(), numeric_features),\n", + " ('cat', OneHotEncoder(handle_unknown='ignore'), categorical_features)\n", + "])" + ] + }, + { + "cell_type": "code", + "execution_count": 231, + "id": "ea4b5efc-09c7-4df5-bec2-491b994e97f4", + "metadata": {}, + "outputs": [], + "source": [ + "tree_pipeline = Pipeline([\n", + " ('preprocessor', preprocessor),\n", + " ('regressor', DecisionTreeRegressor(random_state=42))\n", + "])\n", + "rf_pipeline = Pipeline([\n", + " ('preprocessor', preprocessor),\n", + " ('regressor', RandomForestRegressor(n_estimators=100, random_state=42, n_jobs=-1))\n", + "])\n", + "gb_pipeline = Pipeline([\n", + " ('preprocessor', preprocessor),\n", + " ('regressor', GradientBoostingRegressor(n_estimators=500, learning_rate=0.05, random_state=42))\n", + "])" + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "id": "010fa074-8a7d-493d-aa77-916663fc8f49", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 242, + "id": "a4860d10-3ce4-440e-b770-91623e6afb0b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DecisionTreeRegressor MSE: 0.50\n", + "DecisionTreeRegressor R^2: 0.7450\n" + ] + } + ], + "source": [ + "tree_pipeline.fit(X_train, y_train)\n", + "y_pred = tree_pipeline.predict(X_test)\n", + "mse_tree = mean_squared_error(y_test, y_pred)\n", + "print(f\"DecisionTreeRegressor MSE: {mse_tree:.2f}\")\n", + "r2_tree = r2_score(y_test, y_pred_tree)\n", + "print(f\"DecisionTreeRegressor R^2: {r2_tree:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 241, + "id": "50049555-6b2b-45b5-9bfb-d24d92ecfcb7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RandomForestRegressor MSE: 0.26\n", + "RandomForestRegressor R^2: 0.8102\n" + ] + } + ], + "source": [ + "rf_pipeline.fit(X_train, y_train)\n", + "y_pred_rf = rf_pipeline.predict(X_test)\n", + "mse_rf = mean_squared_error(y_test, y_pred_rf)\n", + "print(f\"RandomForestRegressor MSE: {rmse_rf:.2f}\")\n", + "r2_tree = r2_score(y_test, y_pred_rf)\n", + "print(f\"RandomForestRegressor R^2: {r2_tree:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 243, + "id": "5cc11d10-9de7-41eb-9f6d-ff3cb65e3a85", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "GradientBoostingRegressor MSE: 0.26\n", + "GradientBoostingRegressor R^2: 0.8099\n" + ] + } + ], + "source": [ + "gb_pipeline.fit(X_train, y_train)\n", + "y_pred_gb = gb_pipeline.predict(X_test)\n", + "mse_gb = mean_squared_error(y_test, y_pred_gb)\n", + "print(f\"GradientBoostingRegressor MSE: {mse_gb:.2f}\")\n", + "r2_tree = r2_score(y_test, y_pred_gb)\n", + "print(f\"GradientBoostingRegressor R^2: {r2_tree:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "ffd1a472-d69a-469f-9583-449dec8ae4a7", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Выводы (без доп заданий)" + ] + }, + { + "cell_type": "markdown", + "id": "83b96aaf-d447-428d-acf5-e96fab953d68", + "metadata": {}, + "source": [ + "В целом, проведённое сравнение моделей показало, что линейная регрессия справляется с задачей на базовом уровне, объясняя около 60% вариации цен на жильё (MSE = 0.55, R2 = 0.5954). Однако её возможности ограничены, поскольку данные содержат сложные и нелинейные зависимости, которые линейная модель не способна уловить.\n", + "\n", + "Дерево решений уже демонстрирует заметно лучшую точность, объясняя примерно 75% вариации (MSE = 0.50, R2 = 0.7450). Оно умеет учитывать нелинейности, но при этом склонно к переобучению и чувствительно к отдельным наблюдениям.\n", + "\n", + "Наибольшую точность показали ансамблевые методы - случайный лес и градиентный бустинг (RandomForest: MSE = 0.26, R2 = 0.8102; GradientBoosting: MSE = 0.26, R2 = 0.8099). Они смогли объяснить более 80% вариации данных, одновременно снижая эффект переобучения за счёт усреднения нескольких деревьев или последовательного обучения слабых моделей. Разница между ними по точности минимальна, но случайный лес обучается быстрее, что делает его более удобным для практического применения.\n", + "\n", + "Таким образом, для этой задачи оптимальным выбором будет использование ансамблевых моделей деревьев, а линейная регрессия может служить быстрым ориентиром или базовой моделью для оценки качества признаков." + ] + }, + { + "cell_type": "markdown", + "id": "71dc9cf7-8b31-4911-aedc-ed34262cddb2", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## (Доп., +5 балла) Самостоятельно реализовать один из регрессионных методов, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." + ] + }, + { + "cell_type": "code", + "execution_count": 271, + "id": "86d7f31c-cff1-4cb5-ac62-fd992404042f", + "metadata": {}, + "outputs": [], + "source": [ + "class MyRidgeRegression:\n", + " def __init__(self, alpha=1.0, lr=0.01, n_iter=1000):\n", + " self.alpha = alpha \n", + " self.lr = lr \n", + " self.n_iter = n_iter \n", + " self.w = None\n", + " self.b = None\n", + "\n", + " def fit(self, X, y):\n", + " n_samples, n_features = X.shape\n", + " self.w = np.zeros(n_features)\n", + " self.b = 0\n", + "\n", + " for _ in range(self.n_iter):\n", + " y_pred = X.dot(self.w) + self.b\n", + " dw = (1/n_samples) * (X.T.dot(y_pred - y) + self.alpha * self.w)\n", + " db = (1/n_samples) * np.sum(y_pred - y)\n", + " self.w -= self.lr * dw\n", + " self.b -= self.lr * db\n", + " return self\n", + "\n", + " def predict(self, X):\n", + " return X.dot(self.w) + self.b" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "id": "773ca298-f9e0-4180-b50d-08f9ea3e5a49", + "metadata": {}, + "outputs": [], + "source": [ + "X = df.drop(columns=['longitude', 'total_bedrooms', 'population', 'households', 'median_house_value'])\n", + "y = df['median_house_value']" + ] + }, + { + "cell_type": "code", + "execution_count": 267, + "id": "a4282194-2b41-41a2-877b-9ebc8cced20f", + "metadata": {}, + "outputs": [], + "source": [ + "encoded_data = ohe.fit_transform(df[['ocean_proximity']])\n", + "X.drop(columns=['ocean_proximity'],inplace=True)\n", + "X = pd.concat([X,encoded_data],axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 281, + "id": "909b8dd8-f003-4638-bb99-a4317b353a36", + "metadata": {}, + "outputs": [], + "source": [ + "scaler_X = StandardScaler()\n", + "X_scaled = scaler_X.fit_transform(X)\n", + "\n", + "scaler_y = StandardScaler()\n", + "y_scaled = scaler_y.fit_transform(y.values.reshape(-1, 1)).flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 284, + "id": "954a96d0-2888-4583-919e-51ac375196dd", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X_scaled, y_scaled, test_size=0.2, random_state=42)\n", + "my_lr = MyRidgeRegression(lr=0.01, n_iter=500, alpha=0.1).fit(X_train, y_train)" + ] + }, + { + "cell_type": "code", + "execution_count": 285, + "id": "7b1bd054-31b0-4ba9-9c05-e9851dda2d0f", + "metadata": {}, + "outputs": [], + "source": [ + "y_pred_scaled = my_lr.predict(X_test)\n", + "y_pred_lr = scaler_y.inverse_transform(y_pred_scaled.reshape(-1,1)).flatten()\n", + "y_test_orig = scaler_y.inverse_transform(y_test.reshape(-1,1)).flatten()" + ] + }, + { + "cell_type": "code", + "execution_count": 286, + "id": "bb79a3f1-cfb0-4388-97a3-8bbff9acfc63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MyRidgeRegression MSE: 0.55\n", + "MyRidgeRegression R^2: 0.5956\n" + ] + } + ], + "source": [ + "mse_lr = mean_squared_error(y_test_orig, y_pred_lr)\n", + "r2_lr = r2_score(y_test_orig, y_pred_lr)\n", + "\n", + "print(f\"MyRidgeRegression MSE: {mse_lr:.2f}\")\n", + "print(f\"MyRidgeRegression R^2: {r2_lr:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "208e8e06-6ad3-4cef-8043-12e4dba1790d", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## (Доп., +5 балла) Используя два разных фреймворка автоматического машинного обучения, получить две модели для решения задачи регрессии. Сравнить полученные модели с использованными Вами." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6f86c2e9-c0d8-46eb-9fc1-7e22ceb22d3b", + "metadata": {}, + "outputs": [], + "source": [ + "df['total_rooms'] = df['total_rooms'] / df['households']\n", + "df['total_bedrooms'] = df['total_bedrooms'] / df['households']\n", + "df['population'] = df['population'] / df['households']\n", + "df['median_house_value'] = df['median_house_value']/100000" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5763e3d8-dcbe-4dd4-bbda-063566cac443", + "metadata": {}, + "outputs": [], + "source": [ + "X = df.drop('median_house_value', axis=1)\n", + "y = df['median_house_value']" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ed54eff1-53f0-49e7-8aaa-ce3dab6ac5d6", + "metadata": {}, + "outputs": [], + "source": [ + "ohe = OneHotEncoder(sparse_output=False) \n", + "encoded_data = ohe.fit_transform(X[['ocean_proximity']])\n", + "encoded_df = pd.DataFrame(encoded_data, columns=ohe.get_feature_names_out(['ocean_proximity']))\n", + "X = X.drop(columns=['ocean_proximity']).reset_index(drop=True)\n", + "encoded_df = encoded_df.reset_index(drop=True)\n", + "X = pd.concat([X, encoded_df], axis=1)" + ] + }, + { + "cell_type": "markdown", + "id": "fff33bc6-1e31-4a47-b51c-b2c7c85cec4b", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## TPOT" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "cb5cadc1-97c3-4b54-a043-214dcb7764a7", + "metadata": {}, + "outputs": [], + "source": [ + "from tpot import TPOTRegressor" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f5df453b-3df5-45be-b529-11eaefade398", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed363d82-f73f-4961-82a7-3a7fdfb71c2f", + "metadata": {}, + "outputs": [], + "source": [ + "tpot = TPOTRegressor(\n", + " generations=3,\n", + " population_size=3,\n", + " max_time_mins=35,\n", + " random_state=42,\n", + " n_jobs=8\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "6b6b0b3e-3d42-4a15-aaec-4523635b138d", + "metadata": {}, + "outputs": [], + "source": [ + "X_small = X_train[:3000]\n", + "y_small = y_train[:3000]\n", + "scaler_X = StandardScaler()\n", + "X_scaled = scaler_X.fit_transform(X_small)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "7d3dc050-0274-471c-9c2b-01b983d6c2c0", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/mazer1x/miniconda3/envs/menv/lib/python3.10/site-packages/tpot/tpot_estimator/estimator.py:458: UserWarning: Both generations and max_time_mins are set. TPOT will terminate when the first condition is met.\n", + " warnings.warn(\"Both generations and max_time_mins are set. TPOT will terminate when the first condition is met.\")\n", + "Generation: 100%|███████████████████████████████████████████| 3/3 [1:00:10<00:00, 1203.39s/it]\n" + ] + }, + { + "data": { + "text/html": [ + "
TPOTRegressor(max_time_mins=35, n_jobs=8, random_state=42,\n",
+       "              search_space=<tpot.search_spaces.pipelines.sequential.SequentialPipeline object at 0x7de7ccfc2b90>)
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "TPOTRegressor(max_time_mins=35, n_jobs=8, random_state=42,\n", + " search_space=)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tpot.fit(X_scaled, y_small)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "e3136855-7a50-481d-87f5-c08715298a53", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/mazer1x/miniconda3/envs/menv/lib/python3.10/site-packages/sklearn/utils/validation.py:2742: UserWarning: X has feature names, but MinMaxScaler was fitted without feature names\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "y_pred_tpot = tpot.predict(X_test)\n", + "mse_tpot = mean_squared_error(y_test, y_pred_tpot)\n", + "r2_tpot = r2_score(y_test, y_pred_tpot)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "e0dcf74c-70bd-47e7-8320-c4656de9592d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "TPOTRegressor:\n", + " MSE = 3.6496\n", + " R2 = -1.6688\n" + ] + } + ], + "source": [ + "print(\"TPOTRegressor:\")\n", + "print(f\" MSE = {mse_tpot:.4f}\")\n", + "print(f\" R2 = {r2_tpot:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d78b63a6-184b-4822-b791-baf2b3293170", + "metadata": {}, + "source": [ + "Слабые результаты, попробуем другие либы найти" + ] + }, + { + "cell_type": "markdown", + "id": "54b2f5a1-109e-4eee-b552-4f4d1df02715", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## FLAML" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "48f686b0-8acb-449a-a27d-cde42230db14", + "metadata": {}, + "outputs": [], + "source": [ + "from flaml import AutoML" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "2446528e-0987-47d6-9cfb-952b773098c5", + "metadata": {}, + "outputs": [], + "source": [ + "X_train_clean = X_train.copy()\n", + "X_test_clean = X_test.copy()\n", + "\n", + "# Надо переименовать колонки, потому что иначе xgboost не съест\n", + "X_train_clean.columns = [\n", + " str(c).replace(\"[\",\"_\").replace(\"]\",\"\").replace(\"<\",\"_\").replace(\">\",\"_\")\n", + " for c in X_train_clean.columns\n", + "]\n", + "X_test_clean.columns = [\n", + " str(c).replace(\"[\",\"_\").replace(\"]\",\"\").replace(\"<\",\"_\").replace(\">\",\"_\")\n", + " for c in X_test_clean.columns\n", + "]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "4f87a281-c580-41e3-9757-862587d0562a", + "metadata": {}, + "outputs": [], + "source": [ + "automl = AutoML()\n", + "automl_settings = {\n", + " \"task\": \"regression\",\n", + " \"time_budget\": 30, \n", + " \"metric\": \"r2\"\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "94bd0558-6659-4019-8d1b-f9b78370030e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[flaml.automl.logger: 11-25 14:02:56] {1752} INFO - task = regression\n", + "[flaml.automl.logger: 11-25 14:02:56] {1763} INFO - Evaluation method: holdout\n", + "[flaml.automl.logger: 11-25 14:02:56] {1862} INFO - Minimizing error metric: 1-r2\n", + "[flaml.automl.logger: 11-25 14:02:56] {1979} INFO - List of ML learners in AutoML Run: ['lgbm', 'rf', 'xgboost', 'extra_tree', 'xgb_limitdepth', 'sgd']\n", + "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 0, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:02:56] {2417} INFO - Estimated sufficient time budget=480s. Estimated necessary time budget=3s.\n", + "[flaml.automl.logger: 11-25 14:02:56] {2466} INFO - at 0.1s,\testimator lgbm's best error=0.7134,\tbest estimator lgbm's best error=0.7134\n", + "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 1, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:02:56] {2466} INFO - at 0.2s,\testimator lgbm's best error=0.7134,\tbest estimator lgbm's best error=0.7134\n", + "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 2, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:02:56] {2466} INFO - at 0.5s,\testimator sgd's best error=1.0379,\tbest estimator lgbm's best error=0.7134\n", + "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 3, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:02:57] {2466} INFO - at 0.8s,\testimator xgboost's best error=0.7135,\tbest estimator lgbm's best error=0.7134\n", + "[flaml.automl.logger: 11-25 14:02:57] {2282} INFO - iteration 4, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:02:57] {2466} INFO - at 1.2s,\testimator xgboost's best error=0.7135,\tbest estimator lgbm's best error=0.7134\n", + "[flaml.automl.logger: 11-25 14:02:57] {2282} INFO - iteration 5, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 1.8s,\testimator lgbm's best error=0.4956,\tbest estimator lgbm's best error=0.4956\n", + "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 6, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 2.0s,\testimator extra_tree's best error=0.4969,\tbest estimator lgbm's best error=0.4956\n", + "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 7, current learner rf\n", + "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 2.2s,\testimator rf's best error=0.4889,\tbest estimator rf's best error=0.4889\n", + "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 8, current learner rf\n", + "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 2.4s,\testimator rf's best error=0.3352,\tbest estimator rf's best error=0.3352\n", + "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 9, current learner rf\n", + "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 2.6s,\testimator rf's best error=0.3352,\tbest estimator rf's best error=0.3352\n", + "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 10, current learner rf\n", + "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 2.9s,\testimator rf's best error=0.2868,\tbest estimator rf's best error=0.2868\n", + "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 11, current learner rf\n", + "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 3.4s,\testimator rf's best error=0.2471,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 12, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 3.5s,\testimator extra_tree's best error=0.3947,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 13, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 3.6s,\testimator extra_tree's best error=0.3947,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 14, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 3.7s,\testimator extra_tree's best error=0.3412,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 15, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 4.1s,\testimator xgboost's best error=0.4888,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 16, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 4.2s,\testimator sgd's best error=1.0379,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 17, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:01] {2466} INFO - at 4.6s,\testimator rf's best error=0.2471,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:01] {2282} INFO - iteration 18, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:03:01] {2466} INFO - at 4.8s,\testimator sgd's best error=0.6540,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:01] {2282} INFO - iteration 19, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:01] {2466} INFO - at 5.3s,\testimator lgbm's best error=0.2888,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:01] {2282} INFO - iteration 20, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 5.5s,\testimator extra_tree's best error=0.2670,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 21, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 5.6s,\testimator extra_tree's best error=0.2670,\tbest estimator rf's best error=0.2471\n", + "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 22, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 5.8s,\testimator extra_tree's best error=0.2455,\tbest estimator extra_tree's best error=0.2455\n", + "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 23, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 6.3s,\testimator lgbm's best error=0.2888,\tbest estimator extra_tree's best error=0.2455\n", + "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 24, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:03] {2466} INFO - at 7.0s,\testimator lgbm's best error=0.2567,\tbest estimator extra_tree's best error=0.2455\n", + "[flaml.automl.logger: 11-25 14:03:03] {2282} INFO - iteration 25, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:03] {2466} INFO - at 7.2s,\testimator extra_tree's best error=0.2455,\tbest estimator extra_tree's best error=0.2455\n", + "[flaml.automl.logger: 11-25 14:03:03] {2282} INFO - iteration 26, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:03:05] {2466} INFO - at 9.1s,\testimator sgd's best error=0.6540,\tbest estimator extra_tree's best error=0.2455\n", + "[flaml.automl.logger: 11-25 14:03:05] {2282} INFO - iteration 27, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 9.5s,\testimator rf's best error=0.2233,\tbest estimator rf's best error=0.2233\n", + "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 28, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 9.7s,\testimator extra_tree's best error=0.2180,\tbest estimator extra_tree's best error=0.2180\n", + "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 29, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 9.8s,\testimator extra_tree's best error=0.2180,\tbest estimator extra_tree's best error=0.2180\n", + "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 30, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 10.0s,\testimator extra_tree's best error=0.2180,\tbest estimator extra_tree's best error=0.2180\n", + "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 31, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 10.4s,\testimator rf's best error=0.2233,\tbest estimator extra_tree's best error=0.2180\n", + "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 32, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:07] {2466} INFO - at 10.9s,\testimator lgbm's best error=0.2567,\tbest estimator extra_tree's best error=0.2180\n", + "[flaml.automl.logger: 11-25 14:03:07] {2282} INFO - iteration 33, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 11.5s,\testimator rf's best error=0.2087,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 34, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 11.7s,\testimator extra_tree's best error=0.2180,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 35, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 12.2s,\testimator rf's best error=0.2087,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 36, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 12.5s,\testimator xgboost's best error=0.3751,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 37, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:03:09] {2466} INFO - at 12.9s,\testimator sgd's best error=0.6540,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:09] {2282} INFO - iteration 38, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:09] {2466} INFO - at 13.2s,\testimator xgboost's best error=0.3751,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:09] {2282} INFO - iteration 39, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:09] {2466} INFO - at 13.4s,\testimator extra_tree's best error=0.2180,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:09] {2282} INFO - iteration 40, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:10] {2466} INFO - at 14.0s,\testimator rf's best error=0.2087,\tbest estimator rf's best error=0.2087\n", + "[flaml.automl.logger: 11-25 14:03:10] {2282} INFO - iteration 41, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:10] {2466} INFO - at 14.2s,\testimator extra_tree's best error=0.1915,\tbest estimator extra_tree's best error=0.1915\n", + "[flaml.automl.logger: 11-25 14:03:10] {2282} INFO - iteration 42, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:10] {2466} INFO - at 14.4s,\testimator extra_tree's best error=0.1915,\tbest estimator extra_tree's best error=0.1915\n", + "[flaml.automl.logger: 11-25 14:03:10] {2282} INFO - iteration 43, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:11] {2466} INFO - at 14.6s,\testimator lgbm's best error=0.2567,\tbest estimator extra_tree's best error=0.1915\n", + "[flaml.automl.logger: 11-25 14:03:11] {2282} INFO - iteration 44, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:11] {2466} INFO - at 15.2s,\testimator extra_tree's best error=0.1804,\tbest estimator extra_tree's best error=0.1804\n", + "[flaml.automl.logger: 11-25 14:03:11] {2282} INFO - iteration 45, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:03:12] {2466} INFO - at 15.6s,\testimator sgd's best error=0.6540,\tbest estimator extra_tree's best error=0.1804\n", + "[flaml.automl.logger: 11-25 14:03:12] {2282} INFO - iteration 46, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:12] {2466} INFO - at 16.0s,\testimator extra_tree's best error=0.1804,\tbest estimator extra_tree's best error=0.1804\n", + "[flaml.automl.logger: 11-25 14:03:12] {2282} INFO - iteration 47, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:12] {2466} INFO - at 16.3s,\testimator xgboost's best error=0.3751,\tbest estimator extra_tree's best error=0.1804\n", + "[flaml.automl.logger: 11-25 14:03:12] {2282} INFO - iteration 48, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:13] {2466} INFO - at 17.2s,\testimator extra_tree's best error=0.1804,\tbest estimator extra_tree's best error=0.1804\n", + "[flaml.automl.logger: 11-25 14:03:13] {2282} INFO - iteration 49, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:14] {2466} INFO - at 17.9s,\testimator rf's best error=0.2036,\tbest estimator extra_tree's best error=0.1804\n", + "[flaml.automl.logger: 11-25 14:03:14] {2282} INFO - iteration 50, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:15] {2466} INFO - at 18.9s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:15] {2282} INFO - iteration 51, current learner sgd\n", + "[flaml.automl.logger: 11-25 14:03:15] {2466} INFO - at 19.0s,\testimator sgd's best error=0.6540,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:15] {2282} INFO - iteration 52, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:15] {2466} INFO - at 19.4s,\testimator xgboost's best error=0.2921,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:15] {2282} INFO - iteration 53, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:16] {2466} INFO - at 20.1s,\testimator xgboost's best error=0.2489,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:16] {2282} INFO - iteration 54, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:17] {2466} INFO - at 20.6s,\testimator rf's best error=0.2036,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:17] {2282} INFO - iteration 55, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:18] {2466} INFO - at 22.4s,\testimator lgbm's best error=0.2349,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:18] {2282} INFO - iteration 56, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:19] {2466} INFO - at 22.9s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:19] {2282} INFO - iteration 57, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:19] {2466} INFO - at 23.4s,\testimator xgboost's best error=0.2489,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:19] {2282} INFO - iteration 58, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:20] {2466} INFO - at 24.2s,\testimator xgboost's best error=0.2270,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:20] {2282} INFO - iteration 59, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:21] {2466} INFO - at 24.6s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:21] {2282} INFO - iteration 60, current learner lgbm\n", + "[flaml.automl.logger: 11-25 14:03:21] {2466} INFO - at 25.3s,\testimator lgbm's best error=0.2349,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:21] {2282} INFO - iteration 61, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:22] {2466} INFO - at 25.8s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:22] {2282} INFO - iteration 62, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:22] {2466} INFO - at 26.5s,\testimator xgboost's best error=0.2270,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:22] {2282} INFO - iteration 63, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:23] {2466} INFO - at 26.9s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:23] {2282} INFO - iteration 64, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:23] {2466} INFO - at 27.3s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:23] {2282} INFO - iteration 65, current learner rf\n", + "[flaml.automl.logger: 11-25 14:03:25] {2466} INFO - at 28.5s,\testimator rf's best error=0.1891,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:25] {2282} INFO - iteration 66, current learner xgboost\n", + "[flaml.automl.logger: 11-25 14:03:25] {2466} INFO - at 29.0s,\testimator xgboost's best error=0.2270,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:25] {2282} INFO - iteration 67, current learner extra_tree\n", + "[flaml.automl.logger: 11-25 14:03:25] {2466} INFO - at 29.3s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:25] {2282} INFO - iteration 68, current learner xgb_limitdepth\n", + "[flaml.automl.logger: 11-25 14:03:26] {2466} INFO - at 29.6s,\testimator xgb_limitdepth's best error=0.2176,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:26] {2282} INFO - iteration 69, current learner xgb_limitdepth\n", + "[flaml.automl.logger: 11-25 14:03:26] {2466} INFO - at 29.9s,\testimator xgb_limitdepth's best error=0.2176,\tbest estimator extra_tree's best error=0.1755\n", + "[flaml.automl.logger: 11-25 14:03:27] {2724} INFO - retrain extra_tree for 0.8s\n", + "[flaml.automl.logger: 11-25 14:03:27] {2727} INFO - retrained model: ExtraTreesRegressor(max_features=0.5207865142222511, max_leaf_nodes=7354,\n", + " n_estimators=119, n_jobs=-1, random_state=12032022)\n", + "[flaml.automl.logger: 11-25 14:03:27] {2009} INFO - fit succeeded\n", + "[flaml.automl.logger: 11-25 14:03:27] {2010} INFO - Time taken to find the best model: 18.883151292800903\n" + ] + } + ], + "source": [ + "automl.fit(X_train_clean, y_train, **automl_settings)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "bd554938-272b-414d-a5ad-a7f4eb80ad92", + "metadata": {}, + "outputs": [], + "source": [ + "y_pred = automl.predict(X_test_clean)\n", + "mse = mean_squared_error(y_test, y_pred)\n", + "r2 = r2_score(y_test, y_pred)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "7cce07c3-9d52-42a8-987b-be1272e548ce", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MSE = 0.2318\n", + "R2 = 0.8305\n" + ] + } + ], + "source": [ + "print(f\"MSE = {mse:.4f}\")\n", + "print(f\"R2 = {r2:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "d22a6207-1b5d-4532-9e75-c4d67c91144e", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## H2O" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "3cb6a301-a114-42ae-8f33-c0c3b9995570", + "metadata": {}, + "outputs": [], + "source": [ + "import h2o\n", + "from h2o.automl import H2OAutoML" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "28f12dd3-ed69-4bbb-a41f-72016672ee23", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Checking whether there is an H2O instance running at http://localhost:54321..... not found.\n", + "Attempting to start a local H2O server...\n", + " Java Version: openjdk version \"21.0.6\" 2025-01-21; OpenJDK Runtime Environment JBR-21.0.6+9-895.97-nomod (build 21.0.6+9-b895.97); OpenJDK 64-Bit Server VM JBR-21.0.6+9-895.97-nomod (build 21.0.6+9-b895.97, mixed mode, sharing)\n", + " Starting server from /home/mazer1x/miniconda3/envs/menv/lib/python3.10/site-packages/h2o/backend/bin/h2o.jar\n", + " Ice root: /tmp/tmp5f3hv365\n", + " JVM stdout: /tmp/tmp5f3hv365/h2o_mazer1x_started_from_python.out\n", + " JVM stderr: /tmp/tmp5f3hv365/h2o_mazer1x_started_from_python.err\n", + " Server is running at http://127.0.0.1:54321\n", + "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " \n", + "
\n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
H2O_cluster_uptime:03 secs
H2O_cluster_timezone:Europe/Moscow
H2O_data_parsing_timezone:UTC
H2O_cluster_version:3.46.0.9
H2O_cluster_version_age:21 hours and 41 minutes
H2O_cluster_name:H2O_from_python_mazer1x_4w9o2c
H2O_cluster_total_nodes:1
H2O_cluster_free_memory:1.978 Gb
H2O_cluster_total_cores:15
H2O_cluster_allowed_cores:15
H2O_cluster_status:locked, healthy
H2O_connection_url:http://127.0.0.1:54321
H2O_connection_proxy:{\"http\": null, \"https\": null}
H2O_internal_security:False
Python_version:3.10.18 final
\n", + "
\n" + ], + "text/plain": [ + "-------------------------- ------------------------------\n", + "H2O_cluster_uptime: 03 secs\n", + "H2O_cluster_timezone: Europe/Moscow\n", + "H2O_data_parsing_timezone: UTC\n", + "H2O_cluster_version: 3.46.0.9\n", + "H2O_cluster_version_age: 21 hours and 41 minutes\n", + "H2O_cluster_name: H2O_from_python_mazer1x_4w9o2c\n", + "H2O_cluster_total_nodes: 1\n", + "H2O_cluster_free_memory: 1.978 Gb\n", + "H2O_cluster_total_cores: 15\n", + "H2O_cluster_allowed_cores: 15\n", + "H2O_cluster_status: locked, healthy\n", + "H2O_connection_url: http://127.0.0.1:54321\n", + "H2O_connection_proxy: {\"http\": null, \"https\": null}\n", + "H2O_internal_security: False\n", + "Python_version: 3.10.18 final\n", + "-------------------------- ------------------------------" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "h2o.init(max_mem_size=\"2G\") " + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "f8b97bdb-fa04-48ce-8b7e-83ed2b4f2182", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", + "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n" + ] + } + ], + "source": [ + "train_h2o = h2o.H2OFrame(pd.concat([X_train_clean, y_train], axis=1))\n", + "test_h2o = h2o.H2OFrame(pd.concat([X_test_clean, y_test], axis=1))" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "ee000b92-0806-4f7a-bc89-9350ed0448de", + "metadata": {}, + "outputs": [], + "source": [ + "y_col = 'median_house_value'\n", + "x_cols = [c for c in train_h2o.columns if c != y_col]" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "424f94aa-3c2d-4d39-900e-24cea530daef", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "AutoML progress: |\n", + "14:11:50.47: XGBoost_1_AutoML_2_20251125_141149 [XGBoost def_2] failed: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for XGBoost model: XGBoost_1_AutoML_2_20251125_141149_cv_1. Details: ERRR on field: _response_column: Response contains missing values (NAs) - not supported by XGBoost.\n", + "\n", + "\n", + "████\n", + "14:11:57.41: XGBoost_2_AutoML_2_20251125_141149 [XGBoost def_1] failed: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for XGBoost model: XGBoost_2_AutoML_2_20251125_141149_cv_1. Details: ERRR on field: _response_column: Response contains missing values (NAs) - not supported by XGBoost.\n", + "\n", + "\n", + "███████\n", + "14:12:32.101: XGBoost_3_AutoML_2_20251125_141149 [XGBoost def_3] failed: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for XGBoost model: XGBoost_3_AutoML_2_20251125_141149_cv_1. Details: ERRR on field: _response_column: Response contains missing values (NAs) - not supported by XGBoost.\n", + "\n", + "\n", + "███████\n", + "14:13:06.486: XGBoost_grid_1_AutoML_2_20251125_141149 [XGBoost Grid Search] failed: water.exceptions.H2OGridException: Aborting Grid search after too many consecutive model failures.\n", + "\n", + "█████████████████████████████████████████████| (done) 100%\n" + ] + }, + { + "data": { + "text/html": [ + "
Model Details\n",
+       "=============\n",
+       "H2OStackedEnsembleEstimator : Stacked Ensemble\n",
+       "Model Key: StackedEnsemble_AllModels_4_AutoML_2_20251125_141149\n",
+       "
\n", + "
\n", + " \n", + "
\n", + " \n", + " \n", + " \n", + "\n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Model Summary for Stacked Ensemble:
keyvalue
Stacking strategycross_validation
Number of base models (used / total)6/49
# GBM base models (used / total)6/39
# DRF base models (used / total)0/2
# DeepLearning base models (used / total)0/7
# GLM base models (used / total)0/1
Metalearner algorithmGLM
Metalearner fold assignment schemeRandom
Metalearner nfolds5
Metalearner fold_columnNone
Custom metalearner hyperparametersNone
\n", + "
\n", + "
\n", + "
ModelMetricsRegressionGLM: stackedensemble\n",
+       "** Reported on train data. **\n",
+       "\n",
+       "MSE: 0.38660396689411874\n",
+       "RMSE: 0.6217748522529025\n",
+       "MAE: 0.3978538632541648\n",
+       "RMSLE: 0.1924420244541882\n",
+       "Mean Residual Deviance: 0.38660396689411874\n",
+       "R^2: 0.7065766698867575\n",
+       "Null degrees of freedom: 8345\n",
+       "Residual degrees of freedom: 8339\n",
+       "Null deviance: 10996.954674656634\n",
+       "Residual deviance: 3226.596707698315\n",
+       "AIC: 15769.263745848752
\n", + "
ModelMetricsRegressionGLM: stackedensemble\n",
+       "** Reported on cross-validation data. **\n",
+       "\n",
+       "MSE: 0.7256978779512381\n",
+       "RMSE: 0.8518790277681674\n",
+       "MAE: 0.6127467927301447\n",
+       "RMSLE: 0.26009743212959285\n",
+       "Mean Residual Deviance: 0.7256978779512381\n",
+       "R^2: 0.45176056459561675\n",
+       "Null degrees of freedom: 16345\n",
+       "Residual degrees of freedom: 16337\n",
+       "Null deviance: 23605.576888730076\n",
+       "Residual deviance: 11862.257512990938\n",
+       "AIC: 41167.05954013438
\n", + "
\n", + " \n", + "
\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
Cross-Validation Metrics Summary:
meansdcv_1_validcv_2_validcv_3_validcv_4_validcv_5_valid
aic8245.091123.910838311.7888406.3398077.42878237.7378192.163
loglikelihood0.00.00.00.00.00.00.0
mae0.61281430.01128320.61394760.61599590.59428330.61475490.6250893
mean_residual_deviance0.72586080.02999830.74790690.73128790.67375710.73243310.7439193
mse0.72586080.02999830.74790690.73128790.67375710.73243310.7439193
null_deviance4721.115181.964864946.0594779.6894458.87844641.84674779.1035
r20.45163020.00794690.45595580.43914510.46010020.44970940.4532408
residual_deviance2372.451486.685692434.4372430.06962222.72462384.06962390.9568
rmse0.85182550.01782430.86481610.85515370.82082710.85582300.8625076
rmsle0.26011090.00376770.25946160.25688520.25623640.26330880.2646625
\n", + "
\n", + "
\n",
+       "\n",
+       "[tips]\n",
+       "Use `model.explain()` to inspect the model.\n",
+       "--\n",
+       "Use `h2o.display.toggle_user_tips()` to switch on/off this section.
" + ], + "text/plain": [ + "Model Details\n", + "=============\n", + "H2OStackedEnsembleEstimator : Stacked Ensemble\n", + "Model Key: StackedEnsemble_AllModels_4_AutoML_2_20251125_141149\n", + "\n", + "\n", + "Model Summary for Stacked Ensemble: \n", + "key value\n", + "----------------------------------------- ----------------\n", + "Stacking strategy cross_validation\n", + "Number of base models (used / total) 6/49\n", + "# GBM base models (used / total) 6/39\n", + "# DRF base models (used / total) 0/2\n", + "# DeepLearning base models (used / total) 0/7\n", + "# GLM base models (used / total) 0/1\n", + "Metalearner algorithm GLM\n", + "Metalearner fold assignment scheme Random\n", + "Metalearner nfolds 5\n", + "Metalearner fold_column\n", + "Custom metalearner hyperparameters None\n", + "\n", + "ModelMetricsRegressionGLM: stackedensemble\n", + "** Reported on train data. **\n", + "\n", + "MSE: 0.38660396689411874\n", + "RMSE: 0.6217748522529025\n", + "MAE: 0.3978538632541648\n", + "RMSLE: 0.1924420244541882\n", + "Mean Residual Deviance: 0.38660396689411874\n", + "R^2: 0.7065766698867575\n", + "Null degrees of freedom: 8345\n", + "Residual degrees of freedom: 8339\n", + "Null deviance: 10996.954674656634\n", + "Residual deviance: 3226.596707698315\n", + "AIC: 15769.263745848752\n", + "\n", + "ModelMetricsRegressionGLM: stackedensemble\n", + "** Reported on cross-validation data. **\n", + "\n", + "MSE: 0.7256978779512381\n", + "RMSE: 0.8518790277681674\n", + "MAE: 0.6127467927301447\n", + "RMSLE: 0.26009743212959285\n", + "Mean Residual Deviance: 0.7256978779512381\n", + "R^2: 0.45176056459561675\n", + "Null degrees of freedom: 16345\n", + "Residual degrees of freedom: 16337\n", + "Null deviance: 23605.576888730076\n", + "Residual deviance: 11862.257512990938\n", + "AIC: 41167.05954013438\n", + "\n", + "Cross-Validation Metrics Summary: \n", + " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", + "---------------------- -------- ---------- ------------ ------------ ------------ ------------ ------------\n", + "aic 8245.09 123.911 8311.79 8406.34 8077.43 8237.74 8192.16\n", + "loglikelihood 0 0 0 0 0 0 0\n", + "mae 0.612814 0.0112832 0.613948 0.615996 0.594283 0.614755 0.625089\n", + "mean_residual_deviance 0.725861 0.0299983 0.747907 0.731288 0.673757 0.732433 0.743919\n", + "mse 0.725861 0.0299983 0.747907 0.731288 0.673757 0.732433 0.743919\n", + "null_deviance 4721.11 181.965 4946.06 4779.69 4458.88 4641.85 4779.1\n", + "r2 0.45163 0.0079469 0.455956 0.439145 0.4601 0.449709 0.453241\n", + "residual_deviance 2372.45 86.6857 2434.44 2430.07 2222.72 2384.07 2390.96\n", + "rmse 0.851826 0.0178243 0.864816 0.855154 0.820827 0.855823 0.862508\n", + "rmsle 0.260111 0.00376768 0.259462 0.256885 0.256236 0.263309 0.264662\n", + "\n", + "[tips]\n", + "Use `model.explain()` to inspect the model.\n", + "--\n", + "Use `h2o.display.toggle_user_tips()` to switch on/off this section." + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aml = H2OAutoML(max_runtime_secs=300, seed=42)\n", + "aml.train(x=x_cols, y=y_col, training_frame=train_h2o)" + ] + }, + { + "cell_type": "markdown", + "id": "ac6f2726-64a0-41ba-a6ba-55292e43f719", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Общие выводы // Сравнить полученные модели с использованными Вами." + ] + }, + { + "cell_type": "markdown", + "id": "eced8f07-4eb3-4bc9-b111-1aac2ba39e45", + "metadata": {}, + "source": [ + "| Модель | MSE | R2 | Комментарий |\n", + "|-----------------------------|---------|----------|-------------|\n", + "| **Линейная регрессия** | 0.55 | 0.5954 | Базовая модель, объясняет ~60% вариации, не улавливает сложные нелинейности |\n", + "| **MyRidgeRegression** | 0.55 | 0.5956 | Регуляризация улучшает стабильность, аналогично обычной линейной регрессии |\n", + "| **Дерево решений** | 0.50 | 0.7450 | Учитывает нелинейности, но склонно к переобучению и чувствительно к выбросам |\n", + "| **RandomForest** | 0.26 | 0.8102 | Ансамблевый метод, уменьшает переобучение, быстрый в обучении, точность >80% |\n", + "| **GradientBoosting** | 0.26 | 0.8099 | Ансамблевый бустинг, высокая точность, чуть медленнее обучения |\n", + "| **TPOT** | 3.6496 | -1.6688 | Без масштабирования и обработки OHE — очень плохие результаты |\n", + "| **FLAML** | 0.2318 | 0.8305 | Лучший результат, автоматический подбор модели и гиперпараметров, точность ~83% |\n", + "| **H2O AutoML** | 0.39 | 0.71 | Хорошие результаты, но чуть уступает FLAML |\n" + ] + }, + { + "cell_type": "markdown", + "id": "a9bcd14b-24ca-4675-b87a-e2bc246cdb23", + "metadata": {}, + "source": [ + "Сравнение моделей показывает, как различается их точность на нашей задаче прогнозирования:\n", + "\n", + "Линейная регрессия и MyRidgeRegression демонстрируют базовый уровень предсказаний с MSE около 0.55 и R2 около 0.595, объясняя примерно 60% вариации данных. Они подходят для быстрого ориентирования и базовой оценки качества признаков, но не улавливают сложные нелинейные зависимости.\n", + "\n", + "Дерево решений показывает заметный рост точности: MSE = 0.50, R2 = 0.745. Модель умеет учитывать нелинейности, но склонна к переобучению и чувствительна к выбросам.\n", + "\n", + "Ансамблевые методы, такие как RandomForest и GradientBoosting, достигают ещё более высокой точности: MSE = 0.26, R2 ~ 0.81, объясняя более 80% вариации данных. RandomForest обучается быстрее, что делает его удобным для практического применения, в то время как GradientBoosting достигает схожей точности, но обучение происходит чуть медленнее.\n", + "\n", + "Автоматические методы AutoML показали интересные результаты: TPOT в текущем виде справился плохо (MSE = 3.6496, R2 = -1.6688), из-за сложности обучения. FLAML показал лучший результат среди всех моделей (MSE = 0.2318, R2 = 0.8305), благодаря автоматическому подбору модели и гиперпараметров. H2O AutoML также показал хорошие результаты (MSE = 0.39, R2 = 0.71), но уступил FLAML и потребовал удаления пропусков в целевой переменной.\n", + "\n", + "В целом, для данной задачи оптимальным выбором являются ансамблевые методы и современные AutoML решения, а линейные модели могут служить лишь базовой отправной точкой.\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.18" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From a1f5494e216264c21248f05d91957aff86c2a038 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Tue, 25 Nov 2025 17:07:44 +0300 Subject: [PATCH 10/14] added 8 task --- .../Task8/fruit_classification_dataset.csv | 10001 ++++++++++++++++ project/Task8/main.ipynb | 1004 ++ 2 files changed, 11005 insertions(+) create mode 100644 project/Task8/fruit_classification_dataset.csv create mode 100644 project/Task8/main.ipynb diff --git a/project/Task8/fruit_classification_dataset.csv b/project/Task8/fruit_classification_dataset.csv new file mode 100644 index 00000000..3b14f1c4 --- /dev/null +++ b/project/Task8/fruit_classification_dataset.csv @@ -0,0 +1,10001 @@ +size (cm),shape,weight (g),avg_price (₹),color,taste,fruit_name +25.4,round,3089.2,137.1,green,sweet,watermelon +24.6,round,3283.9,163.8,green,sweet,watermelon +7.8,round,319,91.3,green,sweet,custard apple +20,oval,1607,85.7,orange,sweet,papaya +10.2,long,131.5,37.8,yellow,sweet,banana +19.4,oval,1404.1,86,orange,sweet,papaya +6.3,round,262.3,125,red,sweet,pomegranate +0.9,round,5.4,9.4,purple,sweet,grape +4,round,46.4,66.9,purple,tangy,plum +7.6,round,274.7,93,green,sweet,custard apple +7.3,round,213.3,65.5,green,sour,guava +1,round,5.1,38,blue,sweet,blueberry +18.9,round,1212.2,101.1,brown,sweet,coconut +3,oval,9.7,31.8,red,sweet,cherry +8.5,oval,260.3,110.3,yellow,sweet,mango +16.9,round,1123.6,109.4,brown,sweet,coconut +6.7,round,242.3,127.2,red,sweet,pomegranate +9.2,oval,249.3,121.9,yellow,sweet,mango +7.5,round,195.4,56.7,green,sour,guava +15.1,oval,1305.2,98.6,brown,tangy,pineapple +15.2,oval,1091.9,81.4,brown,tangy,pineapple +8.5,round,314.4,91.2,green,sweet,custard apple +9.4,oval,228.8,109.2,yellow,sweet,mango +16.2,round,1144,106.9,brown,sweet,coconut +0.9,round,4.8,9,purple,sweet,grape +8.8,oval,177.8,74.6,green,sweet,pear +15.3,oval,1262,88.9,brown,tangy,pineapple +2.1,round,13.6,54.7,pink,sweet,lychee +1,round,4.9,9.3,purple,sweet,grape +13.5,oval,1312.2,89.9,brown,tangy,pineapple +5.4,round,136,80.2,red,sweet,apple +18.6,round,1202.9,102.3,brown,sweet,coconut +6.6,round,217.2,63.9,green,sour,guava +9.8,long,118.1,37.1,yellow,sweet,banana +14.5,oval,1293,91.1,brown,tangy,pineapple +4,round,52.9,67.8,purple,tangy,plum +4.3,round,45,71.5,purple,tangy,plum +7.3,round,253.3,129.9,red,sweet,pomegranate +15.9,oval,1102.9,86.9,brown,tangy,pineapple +2.7,oval,10.1,27.3,red,sweet,cherry +9,long,126,37.6,yellow,sweet,banana +4,round,52.8,72.2,purple,tangy,plum +9.3,long,117.3,36.5,yellow,sweet,banana +27.2,round,2818.8,148.4,green,sweet,watermelon +6.2,round,147.6,83.4,red,sweet,apple +2.2,round,13.8,53.1,pink,sweet,lychee +1,round,4.9,10.2,purple,sweet,grape +1,round,4.7,36.9,blue,sweet,blueberry +5.9,round,149.9,73.8,red,sweet,apple +9.7,oval,266.3,127.6,yellow,sweet,mango +24.8,round,3274.4,148.3,green,sweet,watermelon +6.9,round,200.1,63.9,green,sour,guava +6.8,round,237.4,121.4,red,sweet,pomegranate +5.2,oval,45.4,20.5,orange,tangy,orange +10.1,oval,401.4,151.2,pink,sweet,dragon fruit +4.9,oval,80.5,97.5,brown,tangy,kiwi +9.2,oval,251.4,130.2,yellow,sweet,mango +21.6,oval,1490.5,84.5,orange,sweet,papaya +13.7,oval,1179.8,92.9,brown,tangy,pineapple +8,oval,188.1,68,green,sweet,pear +3.1,oval,19.7,64.7,red,sweet,strawberry +9.2,oval,263.4,131.5,yellow,sweet,mango +7.5,round,304.8,94,green,sweet,custard apple +5.8,round,138,86.1,red,sweet,apple +1,round,4.9,9.2,purple,sweet,grape +10.2,oval,421.8,140.2,pink,sweet,dragon fruit +16.3,oval,1178.8,90.1,brown,tangy,pineapple +10.4,long,120.8,41.7,yellow,sweet,banana +8.5,oval,162.9,69.1,green,sweet,pear +4.1,round,47.4,69.9,purple,tangy,plum +16.4,oval,1111.3,83,brown,tangy,pineapple +1.9,round,14.9,53.3,pink,sweet,lychee +8.8,round,311,82.7,green,sweet,custard apple +5.2,oval,73.6,109.1,brown,tangy,kiwi +18.3,oval,1649.3,85.4,orange,sweet,papaya +15.2,oval,1224.2,81.3,brown,tangy,pineapple +8.5,round,288.7,91.6,green,sweet,custard apple +15.2,oval,1201.7,95.1,brown,tangy,pineapple +19.1,oval,1387.3,81.8,orange,sweet,papaya +24.5,round,2965.6,163.1,green,sweet,watermelon +3,oval,18,62.8,red,sweet,strawberry +6.7,round,259.3,129.4,red,sweet,pomegranate +0.9,round,5.4,38.7,blue,sweet,blueberry +17.7,round,1219.9,102.7,brown,sweet,coconut +1.1,round,5,9.1,purple,sweet,grape +16.1,oval,1095.1,87.9,brown,tangy,pineapple +5.4,oval,69.3,101.1,brown,tangy,kiwi +6.5,round,261.6,122.4,red,sweet,pomegranate +7.6,round,274.5,110.8,red,sweet,pomegranate +3.1,oval,10.2,27.4,red,sweet,cherry +2.8,oval,9.7,32.2,red,sweet,cherry +4.7,oval,73.1,97.2,brown,tangy,kiwi +9.1,oval,244.1,128.8,yellow,sweet,mango +1.1,round,5.3,42.9,blue,sweet,blueberry +10.2,long,110.8,37.1,yellow,sweet,banana +3.3,oval,18.7,58.6,red,sweet,strawberry +6.6,round,240.9,127.9,red,sweet,pomegranate +5.9,round,142.1,75.8,red,sweet,apple +0.9,round,5.1,10.9,purple,sweet,grape +27,round,2923.2,142.5,green,sweet,watermelon +3.1,oval,10,32.8,red,sweet,cherry +9.9,long,127.3,43.3,yellow,sweet,banana +4.2,round,47.2,72,purple,tangy,plum +10.8,long,123.2,37.3,yellow,sweet,banana +1.1,round,5.3,43.7,blue,sweet,blueberry +9.7,oval,268.7,126.5,yellow,sweet,mango +6.8,round,241.4,121.2,red,sweet,pomegranate +6,round,139.9,77.5,red,sweet,apple +1,round,5.2,9.2,purple,sweet,grape +2,round,14.1,46.4,pink,sweet,lychee +15,oval,1139,92.8,brown,tangy,pineapple +4.3,round,52.3,71.6,purple,tangy,plum +26.8,round,3106.1,151.3,green,sweet,watermelon +18.3,oval,1520.3,86.7,orange,sweet,papaya +6.5,round,139.6,75.6,red,sweet,apple +5.7,round,152.7,78.6,red,sweet,apple +5.7,round,153.4,87.2,red,sweet,apple +1.1,round,4.6,10.5,purple,sweet,grape +9.4,oval,273.5,130.4,yellow,sweet,mango +4.3,round,50,71.1,purple,tangy,plum +6.9,round,250.9,129.1,red,sweet,pomegranate +9.3,oval,258.7,125.7,yellow,sweet,mango +18.4,round,1102.1,101.3,brown,sweet,coconut +8.7,oval,193,73.2,green,sweet,pear +10,oval,434.2,143,pink,sweet,dragon fruit +6.3,round,198.5,62.9,green,sour,guava +2.1,round,16.4,49.9,pink,sweet,lychee +8,round,280.5,97.8,green,sweet,custard apple +8.2,oval,179.3,63.1,green,sweet,pear +8.2,oval,269.4,125.6,yellow,sweet,mango +3.7,round,47.4,66.6,purple,tangy,plum +26.1,round,2925.7,146.5,green,sweet,watermelon +15.3,oval,1241.7,92.5,brown,tangy,pineapple +2.2,round,16.5,50.4,pink,sweet,lychee +6.6,round,271.8,116.5,red,sweet,pomegranate +27,round,2933.9,155.7,green,sweet,watermelon +7.7,round,285.7,97.3,green,sweet,custard apple +1.1,round,4.6,42.3,blue,sweet,blueberry +2.9,oval,10.8,27.2,red,sweet,cherry +22.9,round,3186.3,135.8,green,sweet,watermelon +22.8,round,2938.8,157.4,green,sweet,watermelon +4.7,oval,49.4,18.7,orange,tangy,orange +9.7,oval,228.3,114.2,yellow,sweet,mango +5,oval,72.6,106.7,brown,tangy,kiwi +1.8,round,14.1,52.6,pink,sweet,lychee +7.6,oval,192,75.1,green,sweet,pear +4.9,oval,69.9,103,brown,tangy,kiwi +1,round,5.4,10.6,purple,sweet,grape +4.1,round,53.3,67.2,purple,tangy,plum +1,round,5.2,9,purple,sweet,grape +7.8,round,288.3,95.6,green,sweet,custard apple +8.3,round,292.5,91.8,green,sweet,custard apple +7.4,round,186.7,64.3,green,sour,guava +7.2,round,253.8,122.5,red,sweet,pomegranate +8.6,oval,254,121.4,yellow,sweet,mango +3.1,oval,10.2,29.1,red,sweet,cherry +9.1,long,115.3,38,yellow,sweet,banana +3.7,round,53.4,73.4,purple,tangy,plum +15.5,oval,1241.3,81.9,brown,tangy,pineapple +8,round,286.8,81.7,green,sweet,custard apple +2.1,round,16.1,48,pink,sweet,lychee +9.4,long,123.4,41.6,yellow,sweet,banana +1,round,4.6,9.6,purple,sweet,grape +18.4,round,1092.9,102.6,brown,sweet,coconut +2.7,oval,18.7,62.8,red,sweet,strawberry +14.1,oval,1120.7,94.4,brown,tangy,pineapple +8.9,oval,240.5,118.2,yellow,sweet,mango +4.9,oval,47.6,18.9,orange,tangy,orange +1.1,round,5.4,39.3,blue,sweet,blueberry +5,oval,72.9,105.1,brown,tangy,kiwi +7,round,232,118.3,red,sweet,pomegranate +5.3,oval,53.4,21.4,orange,tangy,orange +10.6,oval,435.9,164,pink,sweet,dragon fruit +7.5,round,274.2,128.7,red,sweet,pomegranate +5.4,round,153.1,78.3,red,sweet,apple +3,oval,9.1,31.6,red,sweet,cherry +2,round,15.6,48,pink,sweet,lychee +7.9,round,280,93.4,green,sweet,custard apple +19.4,oval,1389.3,78.9,orange,sweet,papaya +5,oval,47.9,18.1,orange,tangy,orange +0.9,round,5.3,38.3,blue,sweet,blueberry +1,round,5.4,9.5,purple,sweet,grape +2,round,13.9,53.6,pink,sweet,lychee +7.9,round,298.4,92.8,green,sweet,custard apple +7.7,round,308.3,86.4,green,sweet,custard apple +13.5,oval,1133.1,94.3,brown,tangy,pineapple +10.8,oval,424.3,146.2,pink,sweet,dragon fruit +9.1,oval,242.6,113.9,yellow,sweet,mango +10.1,oval,437.4,137.6,pink,sweet,dragon fruit +4.2,round,51.8,73.1,purple,tangy,plum +7.5,round,262,118.3,red,sweet,pomegranate +9.7,long,124.5,38.4,yellow,sweet,banana +7.5,round,279.2,90.9,green,sweet,custard apple +15.6,oval,1184.1,84,brown,tangy,pineapple +3,oval,21.8,60.4,red,sweet,strawberry +1.9,round,16,48.3,pink,sweet,lychee +5.4,oval,49.1,18.7,orange,tangy,orange +10,oval,410,144.6,pink,sweet,dragon fruit +1.1,round,4.9,10.5,purple,sweet,grape +18.4,oval,1426.3,76.4,orange,sweet,papaya +1,round,4.6,36.4,blue,sweet,blueberry +19.5,round,1132.2,101.3,brown,sweet,coconut +7.6,round,199.7,63.7,green,sour,guava +6.1,round,137.7,76.7,red,sweet,apple +17.6,round,1098.7,104.8,brown,sweet,coconut +9.5,oval,256,118.9,yellow,sweet,mango +5.2,oval,54,19,orange,tangy,orange +6.9,round,186.6,59.8,green,sour,guava +1.1,round,4.6,39.9,blue,sweet,blueberry +17.2,round,1236.9,92.5,brown,sweet,coconut +2.9,oval,21.5,57.4,red,sweet,strawberry +7.7,round,242.5,120.3,red,sweet,pomegranate +1,round,4.5,10.4,purple,sweet,grape +7.4,round,289,98.9,green,sweet,custard apple +21.2,oval,1494.7,74.9,orange,sweet,papaya +18.6,round,1226.6,92.3,brown,sweet,coconut +18.5,round,1288.9,107.6,brown,sweet,coconut +4.1,round,54.8,68.3,purple,tangy,plum +4.5,oval,47.4,20.1,orange,tangy,orange +3,oval,10.5,28.8,red,sweet,cherry +3.2,oval,18.4,54.1,red,sweet,strawberry +2.2,round,16.4,54.3,pink,sweet,lychee +10.8,long,131.4,41.2,yellow,sweet,banana +3.1,oval,10.5,31.6,red,sweet,cherry +2,round,13.6,51.2,pink,sweet,lychee +1.1,round,4.5,36.7,blue,sweet,blueberry +1,round,5.4,42.6,blue,sweet,blueberry +8.2,oval,244.1,109.1,yellow,sweet,mango +6.4,round,193.9,63.8,green,sour,guava +1.8,round,13.8,45.9,pink,sweet,lychee +9.4,long,119.7,41.2,yellow,sweet,banana +1,round,5.2,9.5,purple,sweet,grape +20.4,oval,1514.7,72.3,orange,sweet,papaya +0.9,round,5.2,38,blue,sweet,blueberry +2.9,oval,9.2,27.6,red,sweet,cherry +11,oval,419.5,149.6,pink,sweet,dragon fruit +3.3,oval,10.8,31.8,red,sweet,cherry +7.6,round,211,64.8,green,sour,guava +1,round,5.2,37,blue,sweet,blueberry +7.5,round,262.8,125.1,red,sweet,pomegranate +7.6,round,245.6,111.8,red,sweet,pomegranate +1,round,4.8,10.6,purple,sweet,grape +6.5,round,202.2,56,green,sour,guava +18,round,1118.1,93.3,brown,sweet,coconut +7.3,round,251.2,120.4,red,sweet,pomegranate +26.8,round,3176.1,160.1,green,sweet,watermelon +1,round,4.9,41.6,blue,sweet,blueberry +7.6,round,256.6,124.8,red,sweet,pomegranate +16.5,oval,1175.8,86.5,brown,tangy,pineapple +1,round,4.6,9.4,purple,sweet,grape +7.5,oval,196.1,64.3,green,sweet,pear +9.3,oval,398.7,135.3,pink,sweet,dragon fruit +3.6,round,49.1,67.5,purple,tangy,plum +2.1,round,16.4,49.3,pink,sweet,lychee +6.1,round,138.3,73.2,red,sweet,apple +7.3,round,190.2,63,green,sour,guava +5.4,oval,72.6,99.9,brown,tangy,kiwi +7.7,round,219.1,59.3,green,sour,guava +16.8,round,1269.7,102.5,brown,sweet,coconut +5.1,oval,52,19.6,orange,tangy,orange +5.3,oval,79.3,104.6,brown,tangy,kiwi +9,oval,238.4,123.9,yellow,sweet,mango +5.8,round,153.5,79.3,red,sweet,apple +19.6,oval,1393,81.7,orange,sweet,papaya +9.3,oval,430.5,143.5,pink,sweet,dragon fruit +1,round,4.7,36.8,blue,sweet,blueberry +7.1,round,247.4,116.2,red,sweet,pomegranate +6.4,round,214.2,54.3,green,sour,guava +5.5,round,160.9,81.6,red,sweet,apple +16.6,round,1311.9,101.7,brown,sweet,coconut +7.9,round,303.5,88.8,green,sweet,custard apple +8.8,oval,267.4,110.1,yellow,sweet,mango +2.8,oval,9.2,31.5,red,sweet,cherry +7.3,round,219,64.3,green,sour,guava +8.6,oval,194,63.9,green,sweet,pear +7.3,round,269.8,115.4,red,sweet,pomegranate +14.5,oval,1125.1,85.9,brown,tangy,pineapple +2.2,round,16,53.2,pink,sweet,lychee +7.3,oval,189.4,76,green,sweet,pear +7.8,round,273.1,90.4,green,sweet,custard apple +21.1,oval,1482.4,74.2,orange,sweet,papaya +3.2,oval,18.5,64.9,red,sweet,strawberry +6.4,round,234.2,129.2,red,sweet,pomegranate +7.4,round,212.9,60,green,sour,guava +4,round,54,75.3,purple,tangy,plum +0.9,round,4.7,43.5,blue,sweet,blueberry +27.2,round,2987.7,162.7,green,sweet,watermelon +24.5,round,2817,155.1,green,sweet,watermelon +9.8,oval,241,125.1,yellow,sweet,mango +14.4,oval,1194.5,84.2,brown,tangy,pineapple +24.7,round,3163.2,153.7,green,sweet,watermelon +20.4,oval,1565.2,83.9,orange,sweet,papaya +1.1,round,5.3,10.7,purple,sweet,grape +7.3,round,232,128.8,red,sweet,pomegranate +0.9,round,5.1,10.2,purple,sweet,grape +23.4,round,3192,158.6,green,sweet,watermelon +6.1,round,156.2,73.6,red,sweet,apple +10.2,oval,367.6,161.5,pink,sweet,dragon fruit +5.4,oval,45.8,18.3,orange,tangy,orange +26.4,round,2892.1,162.9,green,sweet,watermelon +7.5,round,191.9,65.2,green,sour,guava +4.1,round,50.4,67.7,purple,tangy,plum +2.7,oval,21.3,54.1,red,sweet,strawberry +10.5,oval,366,143.4,pink,sweet,dragon fruit +7.4,round,246.6,115.1,red,sweet,pomegranate +17.3,round,1298.9,100.5,brown,sweet,coconut +26.8,round,2737.2,155.7,green,sweet,watermelon +2.2,round,14.4,49.7,pink,sweet,lychee +20,oval,1357.4,86.4,orange,sweet,papaya +9.6,oval,231.6,131,yellow,sweet,mango +4.5,oval,80.9,104,brown,tangy,kiwi +2.1,round,14.5,54.8,pink,sweet,lychee +4.8,oval,45.9,18.8,orange,tangy,orange +9.1,oval,225.9,131.6,yellow,sweet,mango +7.3,oval,195.5,65.8,green,sweet,pear +0.9,round,5,43.1,blue,sweet,blueberry +4.8,oval,74,106,brown,tangy,kiwi +8.6,round,306.6,95.4,green,sweet,custard apple +0.9,round,5.3,37.3,blue,sweet,blueberry +7.1,round,208,60.6,green,sour,guava +3,oval,19.7,59.1,red,sweet,strawberry +6.6,round,227.4,127.7,red,sweet,pomegranate +4.9,oval,51.8,21.6,orange,tangy,orange +3.1,oval,21.7,56.9,red,sweet,strawberry +2.1,round,15.8,50.9,pink,sweet,lychee +9.2,oval,266,121.9,yellow,sweet,mango +5.1,oval,45.2,21,orange,tangy,orange +4.3,round,48.7,76.9,purple,tangy,plum +9.3,oval,375.8,138.2,pink,sweet,dragon fruit +18.7,oval,1506.5,86.5,orange,sweet,papaya +6.3,round,155.5,78.3,red,sweet,apple +9.9,oval,228.9,130,yellow,sweet,mango +3.1,oval,9.1,29.8,red,sweet,cherry +1.1,round,5.2,43.6,blue,sweet,blueberry +8.1,round,278.9,93.3,green,sweet,custard apple +8.5,round,284.4,92.6,green,sweet,custard apple +24,round,3074.1,147.2,green,sweet,watermelon +1,round,5.2,10.7,purple,sweet,grape +6.5,round,151,84,red,sweet,apple +19.5,round,1294.7,92.6,brown,sweet,coconut +10,oval,440,142.8,pink,sweet,dragon fruit +0.9,round,4.5,37,blue,sweet,blueberry +8.6,oval,184.1,72.8,green,sweet,pear +1.1,round,5.2,37.8,blue,sweet,blueberry +1,round,5.3,37.2,blue,sweet,blueberry +9.3,oval,419.6,151.9,pink,sweet,dragon fruit +2.9,oval,9.3,27.1,red,sweet,cherry +4.7,oval,54.7,18.5,orange,tangy,orange +5.1,oval,70.6,97.4,brown,tangy,kiwi +6.6,round,199.7,64.1,green,sour,guava +5,oval,68.1,102.6,brown,tangy,kiwi +9.5,oval,263.5,113.1,yellow,sweet,mango +8.6,oval,166.1,75,green,sweet,pear +3.2,oval,10.3,27.3,red,sweet,cherry +2.7,oval,21,57.1,red,sweet,strawberry +3.1,oval,11,27.9,red,sweet,cherry +3.9,round,45.8,66.8,purple,tangy,plum +8.3,round,270.6,93.4,green,sweet,custard apple +7.6,round,296.3,82.9,green,sweet,custard apple +3.1,oval,9.7,28.7,red,sweet,cherry +7.2,round,191.9,61.5,green,sour,guava +7,round,200.8,57.1,green,sour,guava +3.8,round,51.6,73.7,purple,tangy,plum +17.6,round,1238,105,brown,sweet,coconut +10.3,long,111.9,39.7,yellow,sweet,banana +18.9,oval,1386,72.7,orange,sweet,papaya +23.6,round,3259.5,141.8,green,sweet,watermelon +2.2,round,14.5,48,pink,sweet,lychee +7.2,round,202.2,65.3,green,sour,guava +5.5,round,144.5,85.2,red,sweet,apple +8,oval,181.9,75.8,green,sweet,pear +4.1,round,51.4,67.6,purple,tangy,plum +5,oval,70.9,90.7,brown,tangy,kiwi +17.7,round,1109,104.7,brown,sweet,coconut +10.5,oval,391.3,157.5,pink,sweet,dragon fruit +7.2,round,207.2,65.7,green,sour,guava +19,oval,1609.6,81.4,orange,sweet,papaya +5.4,oval,69.2,95.2,brown,tangy,kiwi +1,round,4.8,10,purple,sweet,grape +9.6,long,121.8,40.4,yellow,sweet,banana +9.2,oval,366.2,145.5,pink,sweet,dragon fruit +7.4,round,257,108.7,red,sweet,pomegranate +7.7,round,321.9,87.9,green,sweet,custard apple +1,round,4.9,9.2,purple,sweet,grape +4,round,48,72.4,purple,tangy,plum +3.7,round,50.5,75.7,purple,tangy,plum +19,oval,1576.3,76.8,orange,sweet,papaya +4.7,oval,49,20.1,orange,tangy,orange +4.6,oval,49.1,21,orange,tangy,orange +7.9,round,282.4,93.2,green,sweet,custard apple +15.4,oval,1115.4,84.4,brown,tangy,pineapple +4,round,54.2,63.8,purple,tangy,plum +15.5,oval,1160.8,85.8,brown,tangy,pineapple +8,oval,165.8,63.7,green,sweet,pear +6.8,round,237.5,110.1,red,sweet,pomegranate +3,oval,20.5,62.7,red,sweet,strawberry +3.2,oval,10.3,31.8,red,sweet,cherry +8.4,oval,227.4,109.1,yellow,sweet,mango +13.8,oval,1187,92,brown,tangy,pineapple +2.8,oval,9.9,27.4,red,sweet,cherry +9.2,oval,225.9,124.2,yellow,sweet,mango +7.7,round,241.2,131.9,red,sweet,pomegranate +4.8,oval,76.9,94.8,brown,tangy,kiwi +26.5,round,3095.4,144.4,green,sweet,watermelon +3.8,round,47.1,66.8,purple,tangy,plum +13.8,oval,1269.8,94.4,brown,tangy,pineapple +10.9,long,114.2,38.7,yellow,sweet,banana +15.6,oval,1281.5,95.1,brown,tangy,pineapple +5.5,oval,80,101.5,brown,tangy,kiwi +10.5,oval,397,154.2,pink,sweet,dragon fruit +27.2,round,3083.5,135.4,green,sweet,watermelon +8.8,oval,260.7,113.9,yellow,sweet,mango +7.4,oval,186.4,74,green,sweet,pear +4.4,round,48.2,71.7,purple,tangy,plum +9.8,oval,380.6,146.4,pink,sweet,dragon fruit +0.9,round,5.2,9.3,purple,sweet,grape +7.5,round,269.9,120.7,red,sweet,pomegranate +5.3,oval,47.6,21.4,orange,tangy,orange +8.4,oval,162.1,73.7,green,sweet,pear +2.9,oval,10.2,30.1,red,sweet,cherry +3.2,oval,19.3,59.2,red,sweet,strawberry +7.2,oval,193.8,66.8,green,sweet,pear +3.2,oval,19.1,60.9,red,sweet,strawberry +1.9,round,14.3,52.4,pink,sweet,lychee +10.7,long,113.8,42.9,yellow,sweet,banana +7.6,round,243.6,129.2,red,sweet,pomegranate +1.1,round,4.7,10.8,purple,sweet,grape +14.4,oval,1136.7,92,brown,tangy,pineapple +3.3,oval,19.1,61.7,red,sweet,strawberry +4.8,oval,52.7,20.5,orange,tangy,orange +1.1,round,4.6,40.6,blue,sweet,blueberry +21.3,oval,1439,79.6,orange,sweet,papaya +2.8,oval,20.4,59.6,red,sweet,strawberry +10.8,oval,414.2,158.2,pink,sweet,dragon fruit +19.1,oval,1401.8,82.5,orange,sweet,papaya +5.2,oval,51.7,19.6,orange,tangy,orange +0.9,round,5.4,10.7,purple,sweet,grape +19.3,round,1298.4,106.2,brown,sweet,coconut +4.1,round,46.6,63.1,purple,tangy,plum +4.5,oval,79.3,99.2,brown,tangy,kiwi +9.2,long,116.5,42.3,yellow,sweet,banana +8.5,round,282.4,98.1,green,sweet,custard apple +0.9,round,4.7,38.8,blue,sweet,blueberry +15.2,oval,1185.9,89.9,brown,tangy,pineapple +7.8,oval,180.7,63,green,sweet,pear +2.9,oval,9.3,28.4,red,sweet,cherry +16.2,oval,1191.7,91.5,brown,tangy,pineapple +4.8,oval,68.4,100.4,brown,tangy,kiwi +5.5,oval,80.3,107.7,brown,tangy,kiwi +2.8,oval,9.2,29.9,red,sweet,cherry +6,round,164.7,79.6,red,sweet,apple +23.2,round,3127.7,148.7,green,sweet,watermelon +20.6,oval,1618.4,86.7,orange,sweet,papaya +5.8,round,150.3,84,red,sweet,apple +26.1,round,2927.3,153.2,green,sweet,watermelon +9.8,oval,416.2,159.9,pink,sweet,dragon fruit +9.6,oval,256.5,113.2,yellow,sweet,mango +2,round,15.3,49.8,pink,sweet,lychee +1,round,4.7,9.9,purple,sweet,grape +9.5,oval,401.6,147.7,pink,sweet,dragon fruit +7.8,round,285.1,91,green,sweet,custard apple +2.8,oval,21.5,61.1,red,sweet,strawberry +7.3,oval,174.2,64.7,green,sweet,pear +26.6,round,3144.2,155.4,green,sweet,watermelon +6.9,round,199.7,62.7,green,sour,guava +7.6,round,211.4,61.7,green,sour,guava +8.8,oval,255.7,108,yellow,sweet,mango +8.2,oval,180.8,71.7,green,sweet,pear +5.4,oval,46.6,19.3,orange,tangy,orange +24.1,round,3274.3,156.5,green,sweet,watermelon +3.1,oval,10.9,28.6,red,sweet,cherry +6.5,round,242.9,121.9,red,sweet,pomegranate +5.4,oval,53.9,18,orange,tangy,orange +6.1,round,157,83.1,red,sweet,apple +24.1,round,2964.2,150.1,green,sweet,watermelon +5.4,oval,49.7,19.2,orange,tangy,orange +8.3,oval,236.4,115.5,yellow,sweet,mango +10.6,oval,402.6,143.6,pink,sweet,dragon fruit +5.9,round,153.8,76.2,red,sweet,apple +13.9,oval,1156.1,92.9,brown,tangy,pineapple +1.9,round,16.1,48.2,pink,sweet,lychee +8.2,oval,242.8,116.2,yellow,sweet,mango +4.6,oval,68.8,107.8,brown,tangy,kiwi +4,round,45.3,67,purple,tangy,plum +3.2,oval,9.9,31.4,red,sweet,cherry +9.3,long,117.2,38,yellow,sweet,banana +2.1,round,14.9,54.1,pink,sweet,lychee +1,round,4.7,43.4,blue,sweet,blueberry +5.9,round,151.9,75.5,red,sweet,apple +6.6,round,160.8,79.3,red,sweet,apple +1.1,round,5,41.2,blue,sweet,blueberry +10.4,oval,422.2,152,pink,sweet,dragon fruit +1,round,4.9,9.3,purple,sweet,grape +7.5,round,244,131.6,red,sweet,pomegranate +9.6,oval,364.7,146.9,pink,sweet,dragon fruit +21.9,oval,1617.1,82,orange,sweet,papaya +19.1,round,1218.4,108.2,brown,sweet,coconut +5.5,round,157.1,72.9,red,sweet,apple +3,oval,20.5,58.4,red,sweet,strawberry +8.9,oval,267.1,110.1,yellow,sweet,mango +5,oval,51.8,20.6,orange,tangy,orange +3,oval,10.7,32.1,red,sweet,cherry +9.2,oval,431.6,159.8,pink,sweet,dragon fruit +3.3,oval,20,54.9,red,sweet,strawberry +4.5,oval,50.6,20.7,orange,tangy,orange +1,round,5.5,36.8,blue,sweet,blueberry +1.1,round,4.8,37.3,blue,sweet,blueberry +5.2,oval,48.4,21.2,orange,tangy,orange +10,long,109.9,43.5,yellow,sweet,banana +8.2,oval,189,69.8,green,sweet,pear +7.7,oval,194,76.9,green,sweet,pear +6.2,round,156.5,82.8,red,sweet,apple +16.5,round,1106.6,95.4,brown,sweet,coconut +19.2,round,1210.7,94.1,brown,sweet,coconut +1.1,round,4.8,42.4,blue,sweet,blueberry +22.5,round,3059.8,162.9,green,sweet,watermelon +6.4,round,265.2,128,red,sweet,pomegranate +10.1,long,119.1,40.2,yellow,sweet,banana +16.9,round,1304.9,108,brown,sweet,coconut +19.3,oval,1403.7,87.8,orange,sweet,papaya +8.1,oval,267.1,128.2,yellow,sweet,mango +3.2,oval,10.7,30.6,red,sweet,cherry +2.9,oval,10.4,27.7,red,sweet,cherry +9.6,oval,423.4,139.3,pink,sweet,dragon fruit +5.4,oval,70.9,106.4,brown,tangy,kiwi +1.9,round,15.9,54.8,pink,sweet,lychee +8.8,round,315.1,95,green,sweet,custard apple +1,round,5.2,9.6,purple,sweet,grape +6.2,round,152.6,73.2,red,sweet,apple +10.4,oval,402.6,141.6,pink,sweet,dragon fruit +10.3,oval,429.9,156.5,pink,sweet,dragon fruit +7.4,round,323.3,94.1,green,sweet,custard apple +9.8,long,123.2,39,yellow,sweet,banana +3.7,round,54.3,68.8,purple,tangy,plum +7.2,round,188.9,65.9,green,sour,guava +4.9,oval,71.8,104.3,brown,tangy,kiwi +1.9,round,14.9,48.7,pink,sweet,lychee +3,oval,10.6,28.9,red,sweet,cherry +13.8,oval,1108,84.1,brown,tangy,pineapple +9.1,oval,272.8,113.3,yellow,sweet,mango +8,oval,170.3,64.3,green,sweet,pear +5.5,oval,70.9,106.5,brown,tangy,kiwi +7.6,round,296.7,94,green,sweet,custard apple +6.9,round,267.3,112.3,red,sweet,pomegranate +10.7,long,129,39.7,yellow,sweet,banana +20.3,oval,1411.9,83,orange,sweet,papaya +27,round,2863.6,158.9,green,sweet,watermelon +4.2,round,54.6,68.6,purple,tangy,plum +5.4,oval,46.2,21.9,orange,tangy,orange +6.7,round,212.9,54.2,green,sour,guava +1.9,round,16.3,51,pink,sweet,lychee +4.3,round,54.9,74.5,purple,tangy,plum +5.5,round,157.2,79.8,red,sweet,apple +23.4,round,2745.7,137.8,green,sweet,watermelon +4.8,oval,68.4,97.3,brown,tangy,kiwi +8.3,round,273.8,82.6,green,sweet,custard apple +22.9,round,2902,163.9,green,sweet,watermelon +6.6,round,208.4,63.4,green,sour,guava +5.7,round,137.4,76,red,sweet,apple +5.2,oval,77.1,99.5,brown,tangy,kiwi +4.9,oval,67.9,104.6,brown,tangy,kiwi +4.7,oval,49.7,19.7,orange,tangy,orange +10.3,oval,409.4,139.2,pink,sweet,dragon fruit +9.3,long,131.2,41.7,yellow,sweet,banana +3.3,oval,9.3,27.1,red,sweet,cherry +4.8,oval,51.1,18,orange,tangy,orange +10.5,long,124.4,43.4,yellow,sweet,banana +22.5,round,3042.5,148.9,green,sweet,watermelon +2.7,oval,10.2,32.9,red,sweet,cherry +2.8,oval,11,32.4,red,sweet,cherry +3.9,round,49.5,74.2,purple,tangy,plum +3.2,oval,9.1,28.9,red,sweet,cherry +20.4,oval,1617.7,80.4,orange,sweet,papaya +0.9,round,5.1,42.4,blue,sweet,blueberry +7.5,round,237.3,121.2,red,sweet,pomegranate +7.8,oval,181,63.2,green,sweet,pear +3.1,oval,9.6,29.4,red,sweet,cherry +3.8,round,45.7,72.9,purple,tangy,plum +1,round,5,38.1,blue,sweet,blueberry +3.2,oval,18.3,62.1,red,sweet,strawberry +10.1,long,110.8,39.7,yellow,sweet,banana +9.7,oval,228.1,125.9,yellow,sweet,mango +1,round,4.8,10.9,purple,sweet,grape +15.7,oval,1252.7,97,brown,tangy,pineapple +1,round,4.6,9.9,purple,sweet,grape +0.9,round,5,41,blue,sweet,blueberry +4.9,oval,80.8,105.7,brown,tangy,kiwi +5.5,oval,46,19.5,orange,tangy,orange +8,round,301.3,96.7,green,sweet,custard apple +7.6,round,261.8,130.6,red,sweet,pomegranate +10.5,long,112.1,36.5,yellow,sweet,banana +0.9,round,4.7,9.8,purple,sweet,grape +15.6,oval,1126.4,81.8,brown,tangy,pineapple +15.4,oval,1102.9,86.4,brown,tangy,pineapple +7.8,oval,174.7,64.7,green,sweet,pear +3.3,oval,9.7,29.9,red,sweet,cherry +4.8,oval,73.2,92.8,brown,tangy,kiwi +5,oval,72,90.8,brown,tangy,kiwi +25.1,round,3168.7,152.1,green,sweet,watermelon +10.5,long,108.4,42.3,yellow,sweet,banana +7.2,round,263.1,118.8,red,sweet,pomegranate +8.7,oval,264.7,115.5,yellow,sweet,mango +1,round,4.8,11,purple,sweet,grape +10.8,long,108.1,36.1,yellow,sweet,banana +7.7,round,195.5,63.9,green,sour,guava +18.3,oval,1404,78.6,orange,sweet,papaya +4.6,oval,45.3,19.8,orange,tangy,orange +7.4,round,226.2,115.9,red,sweet,pomegranate +6.4,round,147.4,72.9,red,sweet,apple +19.9,oval,1438.4,75.1,orange,sweet,papaya +7,round,244.6,113,red,sweet,pomegranate +4.9,oval,54.6,18.6,orange,tangy,orange +9.3,oval,383.9,147.9,pink,sweet,dragon fruit +18.8,oval,1564.3,76.3,orange,sweet,papaya +1,round,4.9,9.2,purple,sweet,grape +19,round,1199.5,91.5,brown,sweet,coconut +6.9,round,244.1,112.2,red,sweet,pomegranate +7.9,oval,194.4,75.2,green,sweet,pear +1.1,round,4.6,9.9,purple,sweet,grape +7.1,round,260.5,111,red,sweet,pomegranate +3.2,oval,18.2,62.8,red,sweet,strawberry +5.3,oval,54,21.4,orange,tangy,orange +8.1,round,319.6,85.1,green,sweet,custard apple +1,round,4.6,10.6,purple,sweet,grape +9.7,oval,268.5,122.8,yellow,sweet,mango +10,long,116.3,40.9,yellow,sweet,banana +16.6,round,1240.4,90.1,brown,sweet,coconut +5.3,oval,49.7,20.2,orange,tangy,orange +1,round,5.2,10.7,purple,sweet,grape +8.2,oval,181.2,64,green,sweet,pear +2.1,round,15.7,45.7,pink,sweet,lychee +24.7,round,2912.9,152.4,green,sweet,watermelon +3.8,round,45.4,73.2,purple,tangy,plum +7.4,round,267.7,110.7,red,sweet,pomegranate +7.3,round,198.3,57.8,green,sour,guava +14.6,oval,1151.1,88,brown,tangy,pineapple +14.3,oval,1294.8,82.9,brown,tangy,pineapple +7,round,210.3,61.2,green,sour,guava +5.7,round,154.1,77.3,red,sweet,apple +3.2,oval,19.7,55.5,red,sweet,strawberry +16.5,round,1194,100.5,brown,sweet,coconut +4.7,oval,74.4,90.5,brown,tangy,kiwi +4,round,53.1,63.5,purple,tangy,plum +0.9,round,4.9,39.7,blue,sweet,blueberry +4.2,round,52.4,68.3,purple,tangy,plum +1.1,round,4.9,38.1,blue,sweet,blueberry +1,round,4.7,39.6,blue,sweet,blueberry +1,round,4.8,39,blue,sweet,blueberry +3.1,oval,10.6,28.7,red,sweet,cherry +16.3,round,1235.5,109.7,brown,sweet,coconut +26.9,round,3062.4,152.2,green,sweet,watermelon +2.8,oval,10.3,29.4,red,sweet,cherry +14.2,oval,1297.6,83.8,brown,tangy,pineapple +7.3,oval,173.3,69.4,green,sweet,pear +1,round,4.9,9.2,purple,sweet,grape +19.1,round,1088.1,106.9,brown,sweet,coconut +9.1,oval,258.8,124.1,yellow,sweet,mango +5.2,oval,51.6,21.9,orange,tangy,orange +2.9,oval,10.9,31.6,red,sweet,cherry +3.2,oval,19.6,61.9,red,sweet,strawberry +7.5,round,186.6,57.9,green,sour,guava +5.7,round,146.7,74.1,red,sweet,apple +0.9,round,4.7,10.1,purple,sweet,grape +26.9,round,2745.7,149.8,green,sweet,watermelon +1,round,5.2,40.7,blue,sweet,blueberry +10.5,oval,402.6,137.4,pink,sweet,dragon fruit +25.2,round,2821.6,153.5,green,sweet,watermelon +3,oval,10.6,31.1,red,sweet,cherry +1,round,4.9,9,purple,sweet,grape +9.2,oval,257.7,116.5,yellow,sweet,mango +10.1,long,113.4,37,yellow,sweet,banana +8.7,oval,267.2,123,yellow,sweet,mango +5.4,oval,69,98.3,brown,tangy,kiwi +10.8,long,111.7,36.6,yellow,sweet,banana +8.5,oval,163.8,70.7,green,sweet,pear +1.1,round,5,36.1,blue,sweet,blueberry +1,round,5.3,43.6,blue,sweet,blueberry +3.7,round,45.5,75.8,purple,tangy,plum +5.7,round,147.4,74.6,red,sweet,apple +19.1,round,1258.5,100.4,brown,sweet,coconut +7.5,round,286,90.2,green,sweet,custard apple +2,round,13.7,45.4,pink,sweet,lychee +4.9,oval,67.9,100.2,brown,tangy,kiwi +9.8,oval,237.1,121.7,yellow,sweet,mango +20.8,oval,1453.4,73.7,orange,sweet,papaya +1,round,5.4,36.9,blue,sweet,blueberry +24.1,round,3129,161.9,green,sweet,watermelon +0.9,round,5,36.8,blue,sweet,blueberry +7.6,round,325.2,83.5,green,sweet,custard apple +19,oval,1475.3,73,orange,sweet,papaya +7.5,round,229.1,117,red,sweet,pomegranate +1.1,round,5.3,10.9,purple,sweet,grape +7.2,round,235.2,125.5,red,sweet,pomegranate +7,round,198.6,54.5,green,sour,guava +26.3,round,2835.3,161,green,sweet,watermelon +7.6,round,234.9,131.2,red,sweet,pomegranate +5.6,round,156.1,83.6,red,sweet,apple +1,round,5.4,36.4,blue,sweet,blueberry +10.5,oval,370.8,163.1,pink,sweet,dragon fruit +6,round,136.7,84.9,red,sweet,apple +5.4,round,149.7,86,red,sweet,apple +1,round,5.1,10.5,purple,sweet,grape +7.1,round,260.2,117.5,red,sweet,pomegranate +4.8,oval,54.9,20.3,orange,tangy,orange +17.9,round,1083.5,93.1,brown,sweet,coconut +3.8,round,54.8,66.1,purple,tangy,plum +4.2,round,49.2,72.2,purple,tangy,plum +4.6,oval,72.6,98.5,brown,tangy,kiwi +7.4,oval,173.5,69.1,green,sweet,pear +15,oval,1192.5,83.3,brown,tangy,pineapple +0.9,round,5.2,9.2,purple,sweet,grape +2.2,round,16.4,49.4,pink,sweet,lychee +2.2,round,15.2,48.8,pink,sweet,lychee +4.2,round,52.8,74.5,purple,tangy,plum +5.1,oval,70.2,95.5,brown,tangy,kiwi +21.5,oval,1625.2,76,orange,sweet,papaya +8.6,oval,181.5,72.9,green,sweet,pear +6.1,round,147,81,red,sweet,apple +14,oval,1206.2,95.3,brown,tangy,pineapple +2.9,oval,10.3,32.8,red,sweet,cherry +5.1,oval,70.7,101.7,brown,tangy,kiwi +8.8,oval,230.5,130.2,yellow,sweet,mango +2.9,oval,21.9,65.7,red,sweet,strawberry +1.1,round,4.8,38.7,blue,sweet,blueberry +2,round,13.5,52.7,pink,sweet,lychee +6.5,round,196.9,62.8,green,sour,guava +8.1,round,289.9,97.1,green,sweet,custard apple +0.9,round,4.5,9.8,purple,sweet,grape +1.1,round,4.9,41.6,blue,sweet,blueberry +7.2,round,216.2,63,green,sour,guava +17.2,round,1199.7,105.5,brown,sweet,coconut +23.7,round,3138.4,142.7,green,sweet,watermelon +7.4,oval,185.1,76.6,green,sweet,pear +5.4,round,144.9,86,red,sweet,apple +2.9,oval,10.3,27.8,red,sweet,cherry +7.8,oval,179,64.8,green,sweet,pear +8.5,round,313.6,96,green,sweet,custard apple +3.6,round,52.4,70.8,purple,tangy,plum +4.9,oval,46.5,19.3,orange,tangy,orange +2.8,oval,19.4,59.8,red,sweet,strawberry +6.3,round,147.3,72.4,red,sweet,apple +3.7,round,48.6,73,purple,tangy,plum +6.5,round,135.2,83.6,red,sweet,apple +8.7,oval,180.6,69.1,green,sweet,pear +15.2,oval,1230.7,95.4,brown,tangy,pineapple +2,round,13.5,53.4,pink,sweet,lychee +4.8,oval,72.6,92.3,brown,tangy,kiwi +10.6,long,115.7,43.8,yellow,sweet,banana +2.9,oval,10.9,30,red,sweet,cherry +1,round,5.2,9.5,purple,sweet,grape +1.1,round,5.4,39.3,blue,sweet,blueberry +17.6,round,1299.5,97,brown,sweet,coconut +17.2,round,1107.7,98.3,brown,sweet,coconut +2.9,oval,18.1,63.7,red,sweet,strawberry +5.1,oval,48,18.9,orange,tangy,orange +6.5,round,212.9,64.7,green,sour,guava +25.5,round,2869.2,144.9,green,sweet,watermelon +7.6,round,295.8,90.9,green,sweet,custard apple +5.8,round,162.1,80.8,red,sweet,apple +21.5,oval,1436.1,72.6,orange,sweet,papaya +4.7,oval,52.9,18.8,orange,tangy,orange +8.3,round,302.1,84.4,green,sweet,custard apple +8.4,oval,247.1,125.8,yellow,sweet,mango +10.2,oval,406.9,153.6,pink,sweet,dragon fruit +6.9,round,207.3,63.5,green,sour,guava +13.6,oval,1224.1,93.1,brown,tangy,pineapple +1.1,round,5.1,10.8,purple,sweet,grape +6.7,round,213.5,54.9,green,sour,guava +10.7,long,131.1,36.2,yellow,sweet,banana +9,oval,399.3,144.7,pink,sweet,dragon fruit +4,round,46.6,64,purple,tangy,plum +5.2,oval,53.8,19.2,orange,tangy,orange +9.4,oval,241.7,111,yellow,sweet,mango +3.2,oval,21.1,54.8,red,sweet,strawberry +18,round,1246.4,98.4,brown,sweet,coconut +20.6,oval,1476,77,orange,sweet,papaya +8.9,oval,246,126.8,yellow,sweet,mango +9.7,oval,364.4,146,pink,sweet,dragon fruit +5.4,round,145.5,81.2,red,sweet,apple +7.9,round,294.2,85.1,green,sweet,custard apple +2.7,oval,10.7,27.5,red,sweet,cherry +5.5,oval,48.9,20.2,orange,tangy,orange +7.5,oval,182.1,74.3,green,sweet,pear +7.2,round,218.5,57,green,sour,guava +5.5,oval,74.1,96.8,brown,tangy,kiwi +1,round,5.5,40,blue,sweet,blueberry +6.5,round,203,64.4,green,sour,guava +10,long,129.5,43,yellow,sweet,banana +7.3,round,185.9,54.9,green,sour,guava +7.7,round,271.8,97.5,green,sweet,custard apple +4.7,oval,51.2,21,orange,tangy,orange +15.8,oval,1286,86,brown,tangy,pineapple +6.8,round,211,60.4,green,sour,guava +1,round,5.3,10,purple,sweet,grape +21.9,oval,1411,78.7,orange,sweet,papaya +19.7,round,1185.3,98.8,brown,sweet,coconut +5.3,oval,75.1,98.5,brown,tangy,kiwi +3,oval,9.8,28.8,red,sweet,cherry +9.4,long,111.5,43.6,yellow,sweet,banana +18,round,1113.3,98.4,brown,sweet,coconut +7.6,oval,184.9,75.2,green,sweet,pear +8.9,oval,235.9,115,yellow,sweet,mango +2.2,round,13.9,46.6,pink,sweet,lychee +2.8,oval,20.7,63.4,red,sweet,strawberry +6.8,round,198.3,62.2,green,sour,guava +7.7,oval,170.7,70.8,green,sweet,pear +7.7,oval,167,74.5,green,sweet,pear +1,round,5.1,39.8,blue,sweet,blueberry +1,round,4.8,9.7,purple,sweet,grape +7.4,round,236,111.7,red,sweet,pomegranate +4.9,oval,46.2,21.7,orange,tangy,orange +1,round,5.1,42.7,blue,sweet,blueberry +7.3,round,271.2,131.6,red,sweet,pomegranate +1,round,4.6,36.4,blue,sweet,blueberry +8.2,round,282.9,88.1,green,sweet,custard apple +4.8,oval,79.9,103.4,brown,tangy,kiwi +3.1,oval,11,28.3,red,sweet,cherry +5,oval,68.2,102.8,brown,tangy,kiwi +23.9,round,2744.1,160.5,green,sweet,watermelon +16.1,oval,1106.6,90.1,brown,tangy,pineapple +1.1,round,5.4,37.8,blue,sweet,blueberry +19.5,oval,1447.4,81.8,orange,sweet,papaya +9.5,long,116.5,37.4,yellow,sweet,banana +14.1,oval,1158.5,81.2,brown,tangy,pineapple +10,long,116.9,40.4,yellow,sweet,banana +23.1,round,3252.4,143.7,green,sweet,watermelon +5.9,round,145.9,78,red,sweet,apple +18.5,oval,1599.9,86.7,orange,sweet,papaya +7.7,oval,194.8,72.2,green,sweet,pear +3.2,oval,18.9,65,red,sweet,strawberry +7.6,round,264.1,112.1,red,sweet,pomegranate +14.7,oval,1287.3,94.4,brown,tangy,pineapple +19.1,round,1171.4,108.5,brown,sweet,coconut +7.8,oval,162.3,72.3,green,sweet,pear +1,round,4.6,9.7,purple,sweet,grape +13.6,oval,1144.1,89.5,brown,tangy,pineapple +1.1,round,5.2,10,purple,sweet,grape +6.7,round,208.5,65,green,sour,guava +20.1,oval,1644.3,79.4,orange,sweet,papaya +4,round,52.2,70.4,purple,tangy,plum +10.7,long,110.3,42.9,yellow,sweet,banana +5,oval,73.8,90.9,brown,tangy,kiwi +1.1,round,4.9,9.2,purple,sweet,grape +4.6,oval,71.7,107.7,brown,tangy,kiwi +7.6,round,297.9,88,green,sweet,custard apple +6.3,round,163.7,86.5,red,sweet,apple +1.1,round,5,10.5,purple,sweet,grape +9.9,oval,367.8,141,pink,sweet,dragon fruit +26.7,round,2838.5,139.4,green,sweet,watermelon +3.7,round,54.5,68.6,purple,tangy,plum +5.3,oval,75.5,102.5,brown,tangy,kiwi +1,round,5.3,10.1,purple,sweet,grape +3,oval,21.7,61.9,red,sweet,strawberry +3,oval,20.6,58.2,red,sweet,strawberry +3,oval,10.2,28.9,red,sweet,cherry +18.9,oval,1558.2,72.9,orange,sweet,papaya +2.7,oval,11,28.5,red,sweet,cherry +6.7,round,265.7,114.9,red,sweet,pomegranate +18.4,oval,1598.7,75.6,orange,sweet,papaya +6.3,round,144.5,81.5,red,sweet,apple +3.8,round,46.7,76.1,purple,tangy,plum +5.3,oval,54.5,18,orange,tangy,orange +3,oval,10.7,33,red,sweet,cherry +20.2,oval,1426.5,75.8,orange,sweet,papaya +1.1,round,5,38.7,blue,sweet,blueberry +3.2,oval,20.9,54.4,red,sweet,strawberry +1,round,4.8,36.4,blue,sweet,blueberry +1,round,5.2,43.1,blue,sweet,blueberry +7.6,round,286.4,84.6,green,sweet,custard apple +7.1,round,246.2,117.5,red,sweet,pomegranate +10.4,long,122.5,38.3,yellow,sweet,banana +4,round,48.5,71.3,purple,tangy,plum +6.3,round,191.6,64.9,green,sour,guava +6.6,round,152.2,84.5,red,sweet,apple +7.6,round,240.7,123.1,red,sweet,pomegranate +19.8,round,1244.3,96.5,brown,sweet,coconut +4.6,oval,81.1,95.4,brown,tangy,kiwi +13.9,oval,1082.4,99,brown,tangy,pineapple +9.3,long,128.4,40,yellow,sweet,banana +2.7,oval,10.6,28.5,red,sweet,cherry +4.1,round,48.7,70.8,purple,tangy,plum +1,round,4.7,39.9,blue,sweet,blueberry +4.6,oval,46.2,21.4,orange,tangy,orange +10,oval,400.7,154.5,pink,sweet,dragon fruit +9.3,oval,244.7,112.8,yellow,sweet,mango +9.5,oval,413.4,151.4,pink,sweet,dragon fruit +9.6,long,124.6,42.7,yellow,sweet,banana +18.6,oval,1629.4,74.3,orange,sweet,papaya +3.1,oval,20.3,55.7,red,sweet,strawberry +7.3,round,219.1,65.5,green,sour,guava +7.9,oval,195.8,65.1,green,sweet,pear +3.7,round,45.8,64.1,purple,tangy,plum +1.9,round,15.3,48.8,pink,sweet,lychee +5.4,oval,76.8,98.1,brown,tangy,kiwi +17.2,round,1221.3,105.7,brown,sweet,coconut +2.8,oval,19.7,64.5,red,sweet,strawberry +14,oval,1118.1,91.5,brown,tangy,pineapple +1.9,round,13.6,46.6,pink,sweet,lychee +5.1,oval,73.3,107,brown,tangy,kiwi +2.1,round,15.8,54.5,pink,sweet,lychee +15.6,oval,1276,96.8,brown,tangy,pineapple +3.6,round,54.3,66,purple,tangy,plum +0.9,round,4.6,10.3,purple,sweet,grape +5.4,oval,70.7,109.9,brown,tangy,kiwi +3.2,oval,19.2,61.1,red,sweet,strawberry +23.7,round,3144.8,151.7,green,sweet,watermelon +6.3,round,263.4,120.1,red,sweet,pomegranate +10.3,oval,373.9,163.1,pink,sweet,dragon fruit +1,round,5,10.4,purple,sweet,grape +4.1,round,53.9,71.6,purple,tangy,plum +2.1,round,14.4,53.3,pink,sweet,lychee +14.7,oval,1308.4,90,brown,tangy,pineapple +7.6,round,256.8,122.8,red,sweet,pomegranate +19.7,oval,1388.1,81.9,orange,sweet,papaya +6.3,round,251.2,112.2,red,sweet,pomegranate +7.1,round,261.6,110.6,red,sweet,pomegranate +4.8,oval,77.8,93,brown,tangy,kiwi +8.5,round,282.3,90.6,green,sweet,custard apple +0.9,round,5.5,10.5,purple,sweet,grape +10.9,oval,401.2,143.3,pink,sweet,dragon fruit +7.8,round,298.5,91.5,green,sweet,custard apple +2.8,oval,10.6,28.1,red,sweet,cherry +15.5,oval,1112.7,89.1,brown,tangy,pineapple +18,round,1090.3,104.8,brown,sweet,coconut +3.1,oval,19.3,64.1,red,sweet,strawberry +9.6,long,121.6,42.1,yellow,sweet,banana +8.1,oval,173.8,74.9,green,sweet,pear +19.6,round,1252.9,98,brown,sweet,coconut +2.8,oval,9.9,32.5,red,sweet,cherry +3.9,round,53.9,75.4,purple,tangy,plum +27.3,round,3298,164.9,green,sweet,watermelon +3.2,oval,18,58,red,sweet,strawberry +9.2,long,114.3,38.8,yellow,sweet,banana +10.7,oval,396.3,138.8,pink,sweet,dragon fruit +16.5,round,1106.1,90.2,brown,sweet,coconut +9.3,long,113.6,40.9,yellow,sweet,banana +16.7,round,1275.2,105.4,brown,sweet,coconut +16.4,round,1200.4,99.4,brown,sweet,coconut +2.8,oval,19.3,62.8,red,sweet,strawberry +7,round,205.4,57.1,green,sour,guava +14.7,oval,1091.2,95.2,brown,tangy,pineapple +8,round,313.2,87,green,sweet,custard apple +2.8,oval,9,28.9,red,sweet,cherry +14.2,oval,1177.1,87.2,brown,tangy,pineapple +4.8,oval,48,20.6,orange,tangy,orange +7.7,round,317.2,85.4,green,sweet,custard apple +6.6,round,187.6,63,green,sour,guava +15.7,oval,1284.7,97.9,brown,tangy,pineapple +3.9,round,47.3,71.7,purple,tangy,plum +9,oval,256,122.5,yellow,sweet,mango +10.7,oval,382.1,153.3,pink,sweet,dragon fruit +6.3,round,141.2,82.9,red,sweet,apple +2.8,oval,9.1,27.8,red,sweet,cherry +3.2,oval,18.5,64.4,red,sweet,strawberry +1,round,4.7,10.3,purple,sweet,grape +9.2,oval,406.7,157.6,pink,sweet,dragon fruit +0.9,round,4.8,10.8,purple,sweet,grape +5.4,round,144.1,85.2,red,sweet,apple +23,round,3076.6,149.9,green,sweet,watermelon +4.5,oval,47.5,21.7,orange,tangy,orange +7.6,round,247.7,123.6,red,sweet,pomegranate +25.1,round,3182.2,156.3,green,sweet,watermelon +4.2,round,45.3,76.3,purple,tangy,plum +26,round,3244.5,143.2,green,sweet,watermelon +4.5,oval,46.7,18.5,orange,tangy,orange +23.2,round,3018.2,137.3,green,sweet,watermelon +4.6,oval,52.8,20.1,orange,tangy,orange +8.2,oval,183,70.4,green,sweet,pear +1.1,round,5.4,43.2,blue,sweet,blueberry +3.6,round,47.7,65.4,purple,tangy,plum +17.2,round,1289.4,103.8,brown,sweet,coconut +6.7,round,180.5,65.8,green,sour,guava +18.2,oval,1426.6,73.6,orange,sweet,papaya +4.2,round,53.1,74.6,purple,tangy,plum +4.3,round,51.3,71.2,purple,tangy,plum +22.9,round,3254.9,155.8,green,sweet,watermelon +8.1,oval,188.9,64.4,green,sweet,pear +25.5,round,2733.8,160.4,green,sweet,watermelon +7.2,round,265.9,110.5,red,sweet,pomegranate +3.9,round,52.8,70.8,purple,tangy,plum +7.8,oval,184.9,75.7,green,sweet,pear +9.2,long,116.3,40,yellow,sweet,banana +4.1,round,46.6,67.8,purple,tangy,plum +5.6,round,159,82.4,red,sweet,apple +10.4,oval,401.8,157,pink,sweet,dragon fruit +0.9,round,5.2,9.3,purple,sweet,grape +2.1,round,14.5,52.2,pink,sweet,lychee +3.2,oval,19.7,56.6,red,sweet,strawberry +6.3,round,153.8,72.3,red,sweet,apple +6.2,round,135.3,77.8,red,sweet,apple +26.1,round,3236.8,145.1,green,sweet,watermelon +6.4,round,273.1,118.8,red,sweet,pomegranate +0.9,round,5.3,37,blue,sweet,blueberry +3.1,oval,10.1,31.4,red,sweet,cherry +1.1,round,5.1,9.2,purple,sweet,grape +10.3,long,111,36.4,yellow,sweet,banana +7.3,round,181.5,59.6,green,sour,guava +10.5,long,109.8,37.2,yellow,sweet,banana +9.8,long,127.5,41.5,yellow,sweet,banana +19.7,round,1182.8,97.2,brown,sweet,coconut +2.9,oval,10.1,27.9,red,sweet,cherry +7,round,262.4,121.5,red,sweet,pomegranate +8.6,oval,237.5,116.6,yellow,sweet,mango +2.8,oval,21.5,63.3,red,sweet,strawberry +7.4,oval,163.7,74.5,green,sweet,pear +4.6,oval,78.7,100.9,brown,tangy,kiwi +5.5,oval,67.8,102.4,brown,tangy,kiwi +27.4,round,3292.2,151,green,sweet,watermelon +6.4,round,204.7,61.1,green,sour,guava +14.5,oval,1188.5,92,brown,tangy,pineapple +7.3,oval,181.9,66.4,green,sweet,pear +23.9,round,2808,156.8,green,sweet,watermelon +5.4,round,137.2,86.6,red,sweet,apple +10.1,long,131.7,39.7,yellow,sweet,banana +6.4,round,230.7,112.9,red,sweet,pomegranate +5.5,oval,76.3,91.9,brown,tangy,kiwi +3,oval,10.6,32.3,red,sweet,cherry +8.7,oval,198,64.1,green,sweet,pear +8.1,oval,194.4,69.4,green,sweet,pear +4.9,oval,69.2,94.5,brown,tangy,kiwi +3.8,round,49.7,64.6,purple,tangy,plum +10.3,oval,412.8,147.9,pink,sweet,dragon fruit +1.9,round,14.6,54.1,pink,sweet,lychee +14.5,oval,1244.5,97.8,brown,tangy,pineapple +9.2,long,121.5,42.8,yellow,sweet,banana +1.9,round,15.2,47.1,pink,sweet,lychee +4.4,round,52.1,75.7,purple,tangy,plum +1.9,round,16.4,48.9,pink,sweet,lychee +9.4,oval,255.8,113.9,yellow,sweet,mango +27.4,round,2867,135.3,green,sweet,watermelon +9.2,oval,244.4,115.9,yellow,sweet,mango +24.5,round,3129.5,157,green,sweet,watermelon +7.5,oval,169.6,69,green,sweet,pear +2.9,oval,19.3,64.9,red,sweet,strawberry +5.4,oval,71.6,99.5,brown,tangy,kiwi +7.3,round,312.4,85,green,sweet,custard apple +1,round,5.2,37.9,blue,sweet,blueberry +2.9,oval,9.2,27.1,red,sweet,cherry +21.1,oval,1466.2,77.6,orange,sweet,papaya +5.6,round,142,82.3,red,sweet,apple +8.4,oval,239.8,129.3,yellow,sweet,mango +3,oval,10,29.8,red,sweet,cherry +3.7,round,49.3,75.7,purple,tangy,plum +3.1,oval,10.6,29.6,red,sweet,cherry +9.6,oval,266.2,130.2,yellow,sweet,mango +1,round,4.9,40.4,blue,sweet,blueberry +21.5,oval,1434.6,82.6,orange,sweet,papaya +10.7,long,110.4,41.2,yellow,sweet,banana +8.2,round,288.8,91,green,sweet,custard apple +16.3,oval,1246.9,97.2,brown,tangy,pineapple +20.6,oval,1500.8,83.5,orange,sweet,papaya +0.9,round,5,38.8,blue,sweet,blueberry +3.1,oval,10.5,31.2,red,sweet,cherry +8.4,round,289.1,87.6,green,sweet,custard apple +8.4,round,281.6,94.8,green,sweet,custard apple +1,round,5.3,36.5,blue,sweet,blueberry +4.9,oval,52,18.4,orange,tangy,orange +15.8,oval,1182.5,82,brown,tangy,pineapple +1.1,round,4.9,10.5,purple,sweet,grape +27.5,round,3216.3,137.5,green,sweet,watermelon +9.5,oval,411.3,152.1,pink,sweet,dragon fruit +8.5,oval,268.5,124.2,yellow,sweet,mango +3.1,oval,20.8,58.3,red,sweet,strawberry +8.4,oval,181.1,76,green,sweet,pear +2.8,oval,9.4,32.3,red,sweet,cherry +22.5,round,2988.5,157.8,green,sweet,watermelon +21.6,oval,1550.5,74.4,orange,sweet,papaya +10.4,oval,362,145.7,pink,sweet,dragon fruit +5,oval,71.7,105.5,brown,tangy,kiwi +16.1,oval,1210.2,81.4,brown,tangy,pineapple +7.3,round,180,59.7,green,sour,guava +0.9,round,5.1,37.4,blue,sweet,blueberry +7.4,round,246.8,125.7,red,sweet,pomegranate +17.8,round,1248.8,99.9,brown,sweet,coconut +3.1,oval,10.4,30.2,red,sweet,cherry +18.9,oval,1541.4,87.8,orange,sweet,papaya +3.7,round,45.1,75.6,purple,tangy,plum +19.7,round,1205.8,93.2,brown,sweet,coconut +3.2,oval,10.8,27.3,red,sweet,cherry +5.3,oval,78.2,104.8,brown,tangy,kiwi +6.4,round,263.9,122.8,red,sweet,pomegranate +8,round,325.4,92.1,green,sweet,custard apple +10.9,oval,402,157.7,pink,sweet,dragon fruit +23.6,round,2824,154.9,green,sweet,watermelon +10.9,oval,414.6,152.2,pink,sweet,dragon fruit +3.7,round,48.6,64.2,purple,tangy,plum +9.5,oval,228.8,111.7,yellow,sweet,mango +1,round,5.3,38.7,blue,sweet,blueberry +5,oval,48.4,18.1,orange,tangy,orange +3,oval,9.8,28.6,red,sweet,cherry +7.7,round,306.6,97.9,green,sweet,custard apple +23.9,round,2851.8,158.3,green,sweet,watermelon +5.2,oval,73,103.5,brown,tangy,kiwi +4.5,oval,54.2,21.9,orange,tangy,orange +3.1,oval,10.5,32.1,red,sweet,cherry +7.8,oval,169.6,69.8,green,sweet,pear +4.9,oval,79.3,96.7,brown,tangy,kiwi +5.3,oval,72.4,102.8,brown,tangy,kiwi +6.9,round,264.7,126.4,red,sweet,pomegranate +0.9,round,5.4,37.2,blue,sweet,blueberry +18.2,round,1206.4,107,brown,sweet,coconut +17.9,round,1176.9,99.8,brown,sweet,coconut +8.2,oval,236,109.3,yellow,sweet,mango +0.9,round,5.2,10.1,purple,sweet,grape +6.8,round,235.4,108.5,red,sweet,pomegranate +5.1,oval,81.4,93.1,brown,tangy,kiwi +21.9,oval,1482.4,75.9,orange,sweet,papaya +3,oval,10.4,32.6,red,sweet,cherry +14.5,oval,1196.3,86.3,brown,tangy,pineapple +26.2,round,3202.2,144.6,green,sweet,watermelon +8.5,round,288.3,87.7,green,sweet,custard apple +5.5,oval,69.3,102.5,brown,tangy,kiwi +8.8,round,299.8,88.4,green,sweet,custard apple +6.3,round,265.3,112.2,red,sweet,pomegranate +4.3,round,48.9,67,purple,tangy,plum +8.1,round,284.7,87.4,green,sweet,custard apple +4.1,round,48.6,66.8,purple,tangy,plum +8.8,round,278.9,98.8,green,sweet,custard apple +6.9,round,233.5,125.1,red,sweet,pomegranate +2,round,14,50.9,pink,sweet,lychee +1,round,4.7,42.2,blue,sweet,blueberry +3.1,oval,9.3,27.1,red,sweet,cherry +8.5,round,281.3,91.7,green,sweet,custard apple +10.5,oval,415.7,144.4,pink,sweet,dragon fruit +27,round,3186.6,162.3,green,sweet,watermelon +4.5,oval,50.4,19.2,orange,tangy,orange +9.8,long,112.2,40.6,yellow,sweet,banana +4.9,oval,49.4,21.3,orange,tangy,orange +4.9,oval,48.2,20.7,orange,tangy,orange +4.9,oval,47.6,18.6,orange,tangy,orange +7.6,round,192.4,63.8,green,sour,guava +8.6,round,291.2,90.9,green,sweet,custard apple +3.1,oval,10.7,30.8,red,sweet,cherry +6.7,round,215.7,60.2,green,sour,guava +8.7,round,299.9,94.1,green,sweet,custard apple +4.5,oval,47.8,18.7,orange,tangy,orange +5.4,oval,68.3,97.4,brown,tangy,kiwi +1,round,4.7,43,blue,sweet,blueberry +1.9,round,16,54.2,pink,sweet,lychee +20.2,oval,1587.5,84.4,orange,sweet,papaya +5.5,round,157.3,84.1,red,sweet,apple +26.9,round,2911.4,153.7,green,sweet,watermelon +4.3,round,51,76.7,purple,tangy,plum +18.5,round,1107.5,105.6,brown,sweet,coconut +3.8,round,45.3,77,purple,tangy,plum +7.3,round,254.1,130,red,sweet,pomegranate +3.1,oval,9.1,31.8,red,sweet,cherry +9.7,oval,257.8,124.2,yellow,sweet,mango +9.6,long,119.6,37.4,yellow,sweet,banana +3.6,round,54.3,63.3,purple,tangy,plum +1,round,4.7,10.6,purple,sweet,grape +3.3,oval,9.3,27.5,red,sweet,cherry +1,round,5.3,10.3,purple,sweet,grape +2,round,16,51.8,pink,sweet,lychee +21,oval,1515.5,82.5,orange,sweet,papaya +18,round,1180.2,102.6,brown,sweet,coconut +14.6,oval,1248.9,83.4,brown,tangy,pineapple +13.6,oval,1169.4,86.9,brown,tangy,pineapple +15.6,oval,1095,89.1,brown,tangy,pineapple +6.9,round,227.1,114.1,red,sweet,pomegranate +9.1,oval,264.8,110.2,yellow,sweet,mango +1.1,round,4.7,39.1,blue,sweet,blueberry +21.1,oval,1529.9,75.5,orange,sweet,papaya +7.7,oval,181.2,66.1,green,sweet,pear +5.1,oval,76.8,108.2,brown,tangy,kiwi +26.2,round,3148.7,147.6,green,sweet,watermelon +3,oval,19.9,61.2,red,sweet,strawberry +3.1,oval,20,59.5,red,sweet,strawberry +4.7,oval,46.2,19.7,orange,tangy,orange +24.1,round,3044.7,145.6,green,sweet,watermelon +7.5,round,181.3,60.6,green,sour,guava +14.3,oval,1112.2,87,brown,tangy,pineapple +7.6,oval,198,75.9,green,sweet,pear +7.4,round,284.9,94,green,sweet,custard apple +1,round,4.5,39.6,blue,sweet,blueberry +6.5,round,235.2,126.3,red,sweet,pomegranate +5.2,oval,80.6,92.8,brown,tangy,kiwi +17.8,round,1154.5,109,brown,sweet,coconut +3.2,oval,10.3,27.5,red,sweet,cherry +10.8,oval,432.5,148.7,pink,sweet,dragon fruit +7.4,round,311.7,83.8,green,sweet,custard apple +5,oval,52.7,18.7,orange,tangy,orange +5.5,oval,51.4,20.4,orange,tangy,orange +5.1,oval,49.8,20.9,orange,tangy,orange +8.9,oval,228.2,125.3,yellow,sweet,mango +9.9,long,127.8,39.7,yellow,sweet,banana +9.2,oval,370.1,154.1,pink,sweet,dragon fruit +21.6,oval,1390.5,87.7,orange,sweet,papaya +0.9,round,5.4,9.7,purple,sweet,grape +1,round,4.9,37.9,blue,sweet,blueberry +4.6,oval,78.1,97.8,brown,tangy,kiwi +9.4,oval,235,113,yellow,sweet,mango +9.2,long,111.2,37.7,yellow,sweet,banana +18.6,round,1221.3,99.8,brown,sweet,coconut +7.3,round,227.4,127.8,red,sweet,pomegranate +5.4,oval,69.6,107.3,brown,tangy,kiwi +17.6,round,1085.1,101.5,brown,sweet,coconut +2.8,oval,18.7,64.6,red,sweet,strawberry +10.6,oval,407.2,156.4,pink,sweet,dragon fruit +1,round,5.2,41.7,blue,sweet,blueberry +6.6,round,261.2,116,red,sweet,pomegranate +7.9,oval,171.6,64.9,green,sweet,pear +2,round,14.4,49.5,pink,sweet,lychee +2.9,oval,10.4,31.9,red,sweet,cherry +10.6,oval,365,163.9,pink,sweet,dragon fruit +4.2,round,50.4,74.7,purple,tangy,plum +15.2,oval,1286.8,94,brown,tangy,pineapple +21.8,oval,1596.3,84.5,orange,sweet,papaya +16.3,round,1192.6,98.8,brown,sweet,coconut +2.9,oval,21,61,red,sweet,strawberry +2.9,oval,19.7,58.9,red,sweet,strawberry +5.1,oval,50.5,19.3,orange,tangy,orange +1.1,round,5,9.8,purple,sweet,grape +3.9,round,47.2,75.4,purple,tangy,plum +10.8,oval,364.2,160.3,pink,sweet,dragon fruit +4.8,oval,72.5,100.9,brown,tangy,kiwi +8.5,oval,233.4,131.5,yellow,sweet,mango +2,round,16,48.3,pink,sweet,lychee +6.8,round,225.2,122,red,sweet,pomegranate +10.4,long,112.8,36.2,yellow,sweet,banana +18.9,round,1119.9,98.8,brown,sweet,coconut +27.2,round,3064.2,155.6,green,sweet,watermelon +1,round,5.4,9.8,purple,sweet,grape +5.5,round,164.2,84.8,red,sweet,apple +3.1,oval,21.1,63.7,red,sweet,strawberry +9.1,oval,228.4,119,yellow,sweet,mango +9.3,oval,238.2,130.8,yellow,sweet,mango +8.6,oval,259.8,124.4,yellow,sweet,mango +6.9,round,237.3,121.1,red,sweet,pomegranate +1.1,round,4.7,10.6,purple,sweet,grape +17.6,round,1218.1,102.4,brown,sweet,coconut +1,round,5.4,40.5,blue,sweet,blueberry +1,round,5.2,39.8,blue,sweet,blueberry +2.8,oval,10.9,28.5,red,sweet,cherry +3.2,oval,9.9,29.3,red,sweet,cherry +8.8,oval,168.1,71.5,green,sweet,pear +7.3,round,213.4,60.2,green,sour,guava +16.2,oval,1275.5,89.9,brown,tangy,pineapple +5.4,round,160.9,79.8,red,sweet,apple +5,oval,46.4,21.5,orange,tangy,orange +8.5,round,315.5,83.1,green,sweet,custard apple +6.4,round,142,78.4,red,sweet,apple +2.1,round,15.4,52.1,pink,sweet,lychee +8.8,oval,193.5,76.8,green,sweet,pear +27.5,round,3241.2,158.4,green,sweet,watermelon +18.9,round,1265.3,96.5,brown,sweet,coconut +9.3,oval,257.3,108.2,yellow,sweet,mango +5.5,oval,54.1,18.9,orange,tangy,orange +8.1,round,278.5,85.9,green,sweet,custard apple +7.9,round,312,91.8,green,sweet,custard apple +3,oval,21.3,59.3,red,sweet,strawberry +1.9,round,16.4,46.7,pink,sweet,lychee +9.5,oval,237.8,127.8,yellow,sweet,mango +10.7,long,111.5,38.2,yellow,sweet,banana +4.1,round,48.4,68.2,purple,tangy,plum +6.6,round,151.5,79.5,red,sweet,apple +4.7,oval,74.4,110,brown,tangy,kiwi +10.9,oval,376,140.6,pink,sweet,dragon fruit +9.4,oval,242.8,121.3,yellow,sweet,mango +18.9,round,1164.6,107.6,brown,sweet,coconut +20.9,oval,1480.4,77.4,orange,sweet,papaya +8.7,oval,178.1,63.8,green,sweet,pear +4.8,oval,51.4,21,orange,tangy,orange +1.1,round,5.5,40.2,blue,sweet,blueberry +7.4,round,260.4,113.1,red,sweet,pomegranate +16.4,round,1129.2,101.4,brown,sweet,coconut +6.1,round,136.2,72.3,red,sweet,apple +8.9,oval,269.7,131.2,yellow,sweet,mango +2,round,15.9,48.5,pink,sweet,lychee +5.1,oval,47.6,21.1,orange,tangy,orange +6.8,round,196.1,64.7,green,sour,guava +2.2,round,15.8,50.2,pink,sweet,lychee +9.7,oval,428.2,144.1,pink,sweet,dragon fruit +4.3,round,52.1,69.3,purple,tangy,plum +2.9,oval,19.3,55,red,sweet,strawberry +17.5,round,1094.4,99,brown,sweet,coconut +1.8,round,14.4,50.8,pink,sweet,lychee +18.3,oval,1530.9,83.6,orange,sweet,papaya +7.4,round,185.8,62,green,sour,guava +8.1,oval,196.2,66.2,green,sweet,pear +24.6,round,3267.5,157.2,green,sweet,watermelon +3.2,oval,19.4,61.3,red,sweet,strawberry +7.1,round,202.7,54,green,sour,guava +24.7,round,3288.3,151.3,green,sweet,watermelon +24.2,round,3098.6,163.4,green,sweet,watermelon +7.4,oval,172.5,66.6,green,sweet,pear +5.4,oval,51.3,21.3,orange,tangy,orange +10.7,oval,363.9,148,pink,sweet,dragon fruit +7.5,oval,197.1,65.7,green,sweet,pear +9,oval,264,123.8,yellow,sweet,mango +8.2,oval,246.5,130.8,yellow,sweet,mango +9.1,oval,260.5,126,yellow,sweet,mango +9.1,oval,400.9,152.3,pink,sweet,dragon fruit +0.9,round,4.7,38,blue,sweet,blueberry +6.6,round,194.9,56.9,green,sour,guava +7.4,round,298.5,82.8,green,sweet,custard apple +2.9,oval,18.4,66,red,sweet,strawberry +14.8,oval,1156.1,86.9,brown,tangy,pineapple +5.5,round,159.6,77.5,red,sweet,apple +13.8,oval,1298.6,81.8,brown,tangy,pineapple +7.4,oval,182.4,76.9,green,sweet,pear +14.8,oval,1116.1,97.5,brown,tangy,pineapple +20.8,oval,1377.4,86.1,orange,sweet,papaya +1,round,5,42.2,blue,sweet,blueberry +0.9,round,4.6,37.3,blue,sweet,blueberry +3.1,oval,19.3,59.5,red,sweet,strawberry +1.1,round,4.8,42,blue,sweet,blueberry +14.2,oval,1201.9,89.3,brown,tangy,pineapple +16.8,round,1182.9,91.4,brown,sweet,coconut +6.6,round,249.1,131.7,red,sweet,pomegranate +5.1,oval,52.5,21.6,orange,tangy,orange +1,round,4.8,10.7,purple,sweet,grape +24.7,round,2942.3,144.1,green,sweet,watermelon +5.1,oval,49.1,21.5,orange,tangy,orange +6.2,round,150.6,74.5,red,sweet,apple +3.1,oval,10.2,31.4,red,sweet,cherry +8,oval,177.4,69.3,green,sweet,pear +2.8,oval,10.9,30.8,red,sweet,cherry +15.4,oval,1099.8,87.5,brown,tangy,pineapple +9.1,oval,236.9,112,yellow,sweet,mango +9.9,long,128.8,36.1,yellow,sweet,banana +9.1,oval,410.8,163.7,pink,sweet,dragon fruit +8,oval,171.8,69.8,green,sweet,pear +2.8,oval,21.3,64.1,red,sweet,strawberry +17.8,round,1147.8,92.7,brown,sweet,coconut +1.1,round,4.9,36.8,blue,sweet,blueberry +5.2,oval,54.2,20.7,orange,tangy,orange +1,round,5.3,43.2,blue,sweet,blueberry +9.2,long,125.7,40,yellow,sweet,banana +3.2,oval,18.2,64.7,red,sweet,strawberry +5.9,round,163.2,78.4,red,sweet,apple +1,round,5.2,36.4,blue,sweet,blueberry +0.9,round,4.6,10.6,purple,sweet,grape +9.4,oval,379.2,153.4,pink,sweet,dragon fruit +2.7,oval,20.7,64.5,red,sweet,strawberry +5.8,round,140.2,83.9,red,sweet,apple +8.1,round,276.7,86.5,green,sweet,custard apple +9.1,oval,257.9,116.1,yellow,sweet,mango +10.2,oval,424.1,160.7,pink,sweet,dragon fruit +8.5,oval,162.6,76.8,green,sweet,pear +14.7,oval,1152.1,90.1,brown,tangy,pineapple +7.4,round,260.3,130.4,red,sweet,pomegranate +7.2,round,196.9,65.3,green,sour,guava +17.2,round,1091.9,97.9,brown,sweet,coconut +9.8,oval,361.4,164.9,pink,sweet,dragon fruit +7.5,round,328.2,97.9,green,sweet,custard apple +7.8,round,327.7,93.2,green,sweet,custard apple +9.2,oval,363.8,150.1,pink,sweet,dragon fruit +1.1,round,4.9,9.2,purple,sweet,grape +1.9,round,16.4,52.2,pink,sweet,lychee +10.7,long,128.8,37.9,yellow,sweet,banana +5,oval,71.6,91.5,brown,tangy,kiwi +8.2,oval,246.1,110.5,yellow,sweet,mango +10.7,long,130.8,43.4,yellow,sweet,banana +14.8,oval,1252,94.8,brown,tangy,pineapple +6.6,round,195.6,62.5,green,sour,guava +1.8,round,16.1,45.4,pink,sweet,lychee +9.8,oval,267.4,118.2,yellow,sweet,mango +7.4,round,188.8,54.4,green,sour,guava +9.5,oval,271.1,113.5,yellow,sweet,mango +2.8,oval,19.9,64.2,red,sweet,strawberry +1.8,round,13.6,54.9,pink,sweet,lychee +16.2,oval,1200.1,84.3,brown,tangy,pineapple +4.9,oval,77,91,brown,tangy,kiwi +2.8,oval,21.3,56.6,red,sweet,strawberry +7,round,271,119.8,red,sweet,pomegranate +18.5,round,1102.2,100.9,brown,sweet,coconut +7.6,round,225.9,125.5,red,sweet,pomegranate +1,round,5.3,36.9,blue,sweet,blueberry +2.2,round,14.1,46.6,pink,sweet,lychee +4.1,round,51,74.2,purple,tangy,plum +8,round,296.1,87.8,green,sweet,custard apple +1,round,5.3,37.4,blue,sweet,blueberry +17.3,round,1092.5,93.3,brown,sweet,coconut +19.2,oval,1419,85.1,orange,sweet,papaya +8,round,295.5,87.6,green,sweet,custard apple +2.2,round,15.3,52.7,pink,sweet,lychee +5.4,oval,47.7,19.5,orange,tangy,orange +7.1,round,251.6,118.2,red,sweet,pomegranate +4.9,oval,73.5,103.6,brown,tangy,kiwi +7.3,round,184.1,62.3,green,sour,guava +21.3,oval,1647.5,74.6,orange,sweet,papaya +2,round,15.6,46.6,pink,sweet,lychee +4.9,oval,77.1,102.7,brown,tangy,kiwi +1,round,4.6,9.3,purple,sweet,grape +4,round,47.9,73.7,purple,tangy,plum +10.5,long,126.5,39.1,yellow,sweet,banana +5.4,oval,50,20,orange,tangy,orange +20.2,oval,1541.4,82.6,orange,sweet,papaya +19.3,oval,1516.3,84.1,orange,sweet,papaya +7.4,round,189,57,green,sour,guava +5.3,oval,51.7,20.1,orange,tangy,orange +10.1,long,108.1,36.8,yellow,sweet,banana +1,round,5,9.5,purple,sweet,grape +9.7,oval,259,131.1,yellow,sweet,mango +17.8,round,1125.4,91.4,brown,sweet,coconut +18.6,round,1162,98.4,brown,sweet,coconut +4.1,round,53.6,74,purple,tangy,plum +2.1,round,15,55,pink,sweet,lychee +1.1,round,4.6,10.1,purple,sweet,grape +18.8,oval,1494,87.8,orange,sweet,papaya +10.1,long,129.4,43.1,yellow,sweet,banana +1,round,5.4,39.8,blue,sweet,blueberry +17.7,round,1232.5,95.7,brown,sweet,coconut +15.6,oval,1137.2,94,brown,tangy,pineapple +3,oval,21.7,58.6,red,sweet,strawberry +24.7,round,3239.8,164,green,sweet,watermelon +23.1,round,2852.5,136.7,green,sweet,watermelon +19.2,round,1137.6,95,brown,sweet,coconut +7.5,round,239.5,108.5,red,sweet,pomegranate +1.1,round,4.9,9.1,purple,sweet,grape +7.3,round,199.1,65.4,green,sour,guava +2.2,round,15.4,52.5,pink,sweet,lychee +9.6,oval,235.7,127.2,yellow,sweet,mango +4,round,52.4,75.8,purple,tangy,plum +19.4,round,1242.3,106.3,brown,sweet,coconut +6.4,round,154.7,84.2,red,sweet,apple +15.6,oval,1303.1,89,brown,tangy,pineapple +8.4,oval,175.3,63.8,green,sweet,pear +7.2,round,297.4,83.8,green,sweet,custard apple +4.5,oval,71.3,108,brown,tangy,kiwi +8.7,round,295.3,96.6,green,sweet,custard apple +1.1,round,5.2,10.4,purple,sweet,grape +1,round,4.9,42.9,blue,sweet,blueberry +2.8,oval,19,62.2,red,sweet,strawberry +9.8,long,120.1,40.3,yellow,sweet,banana +4.6,oval,50.5,21.6,orange,tangy,orange +20.8,oval,1550.8,79.9,orange,sweet,papaya +19.8,oval,1516,80.5,orange,sweet,papaya +3.1,oval,10.7,32.7,red,sweet,cherry +4.7,oval,48.6,20.7,orange,tangy,orange +6.7,round,232.3,113.1,red,sweet,pomegranate +3.2,oval,9.7,28.2,red,sweet,cherry +1,round,4.9,9.7,purple,sweet,grape +2.9,oval,9.1,32.2,red,sweet,cherry +15.5,oval,1115.6,82.4,brown,tangy,pineapple +24,round,3273.3,147.9,green,sweet,watermelon +3.3,oval,18.4,56,red,sweet,strawberry +21.6,oval,1404.1,74.4,orange,sweet,papaya +3,oval,11,29.4,red,sweet,cherry +16.3,oval,1165.6,95.9,brown,tangy,pineapple +7.5,round,319.2,97.7,green,sweet,custard apple +18.7,round,1126.8,96.8,brown,sweet,coconut +5.1,oval,77.5,103.1,brown,tangy,kiwi +22.9,round,2781.4,152.2,green,sweet,watermelon +2.9,oval,10.5,32.8,red,sweet,cherry +19.6,round,1307.5,99.1,brown,sweet,coconut +4.3,round,51.4,64.2,purple,tangy,plum +24,round,3164,158.8,green,sweet,watermelon +24.1,round,3203.7,161.8,green,sweet,watermelon +7.5,oval,190.6,66.8,green,sweet,pear +26.5,round,3176.3,158.9,green,sweet,watermelon +9.8,oval,225.9,118.1,yellow,sweet,mango +1.8,round,15.4,45.7,pink,sweet,lychee +5.5,round,151.8,73.6,red,sweet,apple +6.3,round,216.1,58.1,green,sour,guava +6.5,round,242.7,131.9,red,sweet,pomegranate +2.2,round,14.2,51.5,pink,sweet,lychee +6.2,round,139,80.2,red,sweet,apple +3.8,round,52.4,67.5,purple,tangy,plum +9.5,oval,263.3,128.2,yellow,sweet,mango +3,oval,10.5,32.7,red,sweet,cherry +27.3,round,2778.7,163.7,green,sweet,watermelon +23.7,round,2948,147.4,green,sweet,watermelon +4,round,50.1,74.6,purple,tangy,plum +9.6,oval,365,153,pink,sweet,dragon fruit +10.3,oval,414.9,144.7,pink,sweet,dragon fruit +7.7,round,189.2,57.1,green,sour,guava +1.1,round,5.4,9.4,purple,sweet,grape +25.4,round,3293.3,139,green,sweet,watermelon +10.2,oval,411.4,143.6,pink,sweet,dragon fruit +10.7,oval,384.5,139.3,pink,sweet,dragon fruit +9.2,oval,240.4,125.9,yellow,sweet,mango +4.6,oval,78.7,105.6,brown,tangy,kiwi +8.4,round,291.5,84.2,green,sweet,custard apple +3.3,oval,21.1,56.2,red,sweet,strawberry +11,long,108.1,42.4,yellow,sweet,banana +11,oval,429.8,146.2,pink,sweet,dragon fruit +7.4,round,183.8,61.7,green,sour,guava +1,round,4.7,43.5,blue,sweet,blueberry +2.1,round,15,48.2,pink,sweet,lychee +9,oval,269,118.3,yellow,sweet,mango +17,round,1286,96.2,brown,sweet,coconut +8.2,oval,254,119.7,yellow,sweet,mango +3.2,oval,20.3,55.8,red,sweet,strawberry +8.4,round,279.1,92.5,green,sweet,custard apple +10.9,long,119.3,43.2,yellow,sweet,banana +1,round,5.3,39.1,blue,sweet,blueberry +15.6,oval,1144.6,94,brown,tangy,pineapple +16.3,oval,1143.7,95,brown,tangy,pineapple +16.3,round,1104.6,95.1,brown,sweet,coconut +7.5,round,281.2,89.5,green,sweet,custard apple +5.8,round,154.1,78.8,red,sweet,apple +7.6,round,321.2,93.5,green,sweet,custard apple +15.1,oval,1191.6,96.7,brown,tangy,pineapple +8,oval,170.8,64.1,green,sweet,pear +1.9,round,16,53.2,pink,sweet,lychee +3.3,oval,10.7,31.6,red,sweet,cherry +6.7,round,198.1,56.8,green,sour,guava +22.9,round,3025.7,139.9,green,sweet,watermelon +5.5,oval,50.7,21.3,orange,tangy,orange +6.8,round,260.4,112.7,red,sweet,pomegranate +14,oval,1246.1,90.6,brown,tangy,pineapple +19.2,oval,1467.6,78.9,orange,sweet,papaya +6.2,round,142,76.2,red,sweet,apple +2,round,15.1,51.4,pink,sweet,lychee +6.5,round,217.4,63.9,green,sour,guava +1,round,4.9,9.7,purple,sweet,grape +1.8,round,16.1,54.5,pink,sweet,lychee +10.9,long,112.7,36.3,yellow,sweet,banana +9.6,oval,402.4,152.1,pink,sweet,dragon fruit +1,round,5.2,9.9,purple,sweet,grape +8.7,oval,274.7,123.8,yellow,sweet,mango +7.6,round,228.1,118,red,sweet,pomegranate +21.4,oval,1564.5,82.1,orange,sweet,papaya +7,round,256.7,117.1,red,sweet,pomegranate +8.7,oval,164.3,76.5,green,sweet,pear +1,round,5.2,40.4,blue,sweet,blueberry +13.7,oval,1119.6,81.1,brown,tangy,pineapple +7.8,oval,189.3,70.8,green,sweet,pear +1,round,4.7,39.7,blue,sweet,blueberry +26.9,round,2702.3,160.6,green,sweet,watermelon +16.9,round,1302.8,99.7,brown,sweet,coconut +7.2,round,181,54.8,green,sour,guava +3.8,round,51.4,72.7,purple,tangy,plum +3.1,oval,10.3,28.5,red,sweet,cherry +1,round,5,41,blue,sweet,blueberry +7.3,round,258.1,122.2,red,sweet,pomegranate +21,oval,1568.7,86.6,orange,sweet,papaya +8.3,oval,197.1,63.6,green,sweet,pear +9.7,oval,371.6,163.7,pink,sweet,dragon fruit +21.6,oval,1406.9,84.2,orange,sweet,papaya +6.7,round,226.8,127.8,red,sweet,pomegranate +10.4,long,122.3,41.5,yellow,sweet,banana +16.5,round,1319.3,95.9,brown,sweet,coconut +13.8,oval,1135,82.8,brown,tangy,pineapple +8.4,oval,236.3,112.5,yellow,sweet,mango +1,round,5.4,9.5,purple,sweet,grape +15.6,oval,1192,89.9,brown,tangy,pineapple +25.2,round,2950.7,160.6,green,sweet,watermelon +1,round,4.9,40.9,blue,sweet,blueberry +7.1,round,211.1,56.3,green,sour,guava +7.9,round,325,81.7,green,sweet,custard apple +7.2,round,207.7,59.7,green,sour,guava +18.2,oval,1500.5,77.2,orange,sweet,papaya +8.3,oval,190.8,71.9,green,sweet,pear +14,oval,1292.8,96,brown,tangy,pineapple +18.1,round,1133,102.6,brown,sweet,coconut +6.1,round,159.5,72.6,red,sweet,apple +9.5,oval,227.9,116.1,yellow,sweet,mango +2.1,round,15.3,54.5,pink,sweet,lychee +2.1,round,13.8,45.8,pink,sweet,lychee +1,round,5.5,40.8,blue,sweet,blueberry +20.1,oval,1479,76,orange,sweet,papaya +7.6,round,280.5,83.8,green,sweet,custard apple +2.9,oval,10.3,30.8,red,sweet,cherry +18.2,oval,1356.2,75.2,orange,sweet,papaya +1.1,round,5.2,9,purple,sweet,grape +17.7,round,1116.3,97,brown,sweet,coconut +19.1,round,1130.7,100.8,brown,sweet,coconut +0.9,round,5.4,9.8,purple,sweet,grape +4.5,oval,47.6,18.7,orange,tangy,orange +2.1,round,16.1,45.6,pink,sweet,lychee +26.8,round,3151.5,139.8,green,sweet,watermelon +16.3,oval,1256.7,87.7,brown,tangy,pineapple +15.6,oval,1217.5,97.8,brown,tangy,pineapple +6.5,round,209.8,56.8,green,sour,guava +1,round,4.8,10.6,purple,sweet,grape +9.7,long,108.7,40.9,yellow,sweet,banana +3.2,oval,10.5,30,red,sweet,cherry +2.9,oval,19.2,56.9,red,sweet,strawberry +3.6,round,52.7,74.3,purple,tangy,plum +5.5,oval,80.1,101.3,brown,tangy,kiwi +21,oval,1551.1,82.5,orange,sweet,papaya +1.1,round,5.2,10.2,purple,sweet,grape +10,long,112.9,42.5,yellow,sweet,banana +9.4,oval,432.4,158.3,pink,sweet,dragon fruit +9.2,oval,254.7,110.5,yellow,sweet,mango +1,round,5.3,9.3,purple,sweet,grape +8.2,oval,195.5,71.4,green,sweet,pear +1,round,5,9.3,purple,sweet,grape +15.9,oval,1159.8,81.3,brown,tangy,pineapple +2,round,16.4,49.3,pink,sweet,lychee +7.8,round,291.7,84.3,green,sweet,custard apple +5.2,oval,53,20.2,orange,tangy,orange +8.5,round,298.8,86.1,green,sweet,custard apple +9.2,oval,265.5,129.6,yellow,sweet,mango +17.4,round,1175.6,96.3,brown,sweet,coconut +27.1,round,2909.7,161.7,green,sweet,watermelon +6.5,round,192.9,61,green,sour,guava +6.5,round,185.9,62.2,green,sour,guava +0.9,round,5.4,37.5,blue,sweet,blueberry +9.5,long,126.5,41.1,yellow,sweet,banana +5.2,oval,81.8,92.8,brown,tangy,kiwi +5.3,oval,68.6,94.3,brown,tangy,kiwi +7,round,252.7,126.3,red,sweet,pomegranate +1,round,4.5,9.8,purple,sweet,grape +4.5,oval,48.8,18.1,orange,tangy,orange +4,round,48.9,63.7,purple,tangy,plum +1.1,round,5.5,10.6,purple,sweet,grape +8.2,oval,189.3,67.6,green,sweet,pear +11,oval,439.8,152.4,pink,sweet,dragon fruit +6.5,round,145.7,85.9,red,sweet,apple +7.3,round,326,95.7,green,sweet,custard apple +6.9,round,217.8,58.2,green,sour,guava +6.2,round,163.8,85.8,red,sweet,apple +4.5,oval,52.8,20.6,orange,tangy,orange +4.8,oval,52.9,20.8,orange,tangy,orange +1,round,5.3,39.9,blue,sweet,blueberry +1,round,5.2,9.5,purple,sweet,grape +7.6,round,305.2,84.2,green,sweet,custard apple +14.1,oval,1132.3,91.7,brown,tangy,pineapple +17.8,round,1109.8,108.7,brown,sweet,coconut +7.4,oval,169.6,76.9,green,sweet,pear +2.9,oval,21.4,61.9,red,sweet,strawberry +7.7,round,215.9,63.7,green,sour,guava +18.8,round,1100.7,100.7,brown,sweet,coconut +6,round,151.1,77.5,red,sweet,apple +1,round,5.1,36.9,blue,sweet,blueberry +6.5,round,272.6,114.2,red,sweet,pomegranate +4.3,round,46.3,64.2,purple,tangy,plum +2.9,oval,20.4,62.5,red,sweet,strawberry +1.8,round,15.6,49.9,pink,sweet,lychee +3.8,round,54.1,73.6,purple,tangy,plum +3.2,oval,20.4,56,red,sweet,strawberry +9.9,long,126.2,36.5,yellow,sweet,banana +10.2,long,116.2,39.3,yellow,sweet,banana +17.3,round,1248.7,92.7,brown,sweet,coconut +2.1,round,14.6,54.1,pink,sweet,lychee +21.3,oval,1392.8,72.4,orange,sweet,papaya +10.5,oval,371.2,137.4,pink,sweet,dragon fruit +2.9,oval,18.8,58.9,red,sweet,strawberry +1.1,round,4.9,40.5,blue,sweet,blueberry +5,oval,52.6,19.1,orange,tangy,orange +20.2,oval,1639.3,84.4,orange,sweet,papaya +9.3,oval,394.5,140.2,pink,sweet,dragon fruit +1,round,5.2,42.1,blue,sweet,blueberry +2.2,round,16.2,52,pink,sweet,lychee +9.1,long,129.4,41.8,yellow,sweet,banana +2.1,round,15.3,54.4,pink,sweet,lychee +1.1,round,5.1,10.4,purple,sweet,grape +2.8,oval,21.2,59.2,red,sweet,strawberry +10.4,long,122.8,43,yellow,sweet,banana +20.4,oval,1511.2,76.4,orange,sweet,papaya +6.9,round,241.2,108.7,red,sweet,pomegranate +10.1,oval,377.9,153.1,pink,sweet,dragon fruit +7.4,round,212.5,57.1,green,sour,guava +19.1,oval,1374,72.3,orange,sweet,papaya +1.9,round,15.5,51.1,pink,sweet,lychee +1,round,4.5,38,blue,sweet,blueberry +3.3,oval,19.4,60.1,red,sweet,strawberry +4.8,oval,53.1,20.5,orange,tangy,orange +4.8,oval,76.7,94.7,brown,tangy,kiwi +2.8,oval,10,29.1,red,sweet,cherry +2.9,oval,9.5,27.3,red,sweet,cherry +1.9,round,15.9,50.4,pink,sweet,lychee +14.8,oval,1281.6,97.8,brown,tangy,pineapple +1,round,4.9,43.2,blue,sweet,blueberry +1,round,4.5,42.5,blue,sweet,blueberry +6.1,round,149.9,85.8,red,sweet,apple +5.4,round,154.5,77.8,red,sweet,apple +6.5,round,244.9,128.6,red,sweet,pomegranate +10.1,oval,428.1,150.6,pink,sweet,dragon fruit +7.7,oval,192,64.1,green,sweet,pear +9.9,oval,421,148.7,pink,sweet,dragon fruit +16.4,oval,1306.7,97.7,brown,tangy,pineapple +4.7,oval,75.9,96.7,brown,tangy,kiwi +21.2,oval,1385.3,72.1,orange,sweet,papaya +6.5,round,269.6,114,red,sweet,pomegranate +7,round,192.6,60.3,green,sour,guava +2,round,16.2,46.7,pink,sweet,lychee +6.9,round,242.6,111.5,red,sweet,pomegranate +5.2,oval,45.8,18.2,orange,tangy,orange +17.3,round,1266.5,100.6,brown,sweet,coconut +4.7,oval,74,91.6,brown,tangy,kiwi +7.2,round,215,61.2,green,sour,guava +18.1,round,1093.1,109.1,brown,sweet,coconut +18.8,round,1157.9,100.7,brown,sweet,coconut +7.6,round,235.1,112,red,sweet,pomegranate +6.3,round,141.4,77.6,red,sweet,apple +16.2,oval,1086.1,81.6,brown,tangy,pineapple +8,round,323.1,98.1,green,sweet,custard apple +2.8,oval,19.3,54.6,red,sweet,strawberry +8.6,oval,248.3,113.8,yellow,sweet,mango +2,round,14.7,52.3,pink,sweet,lychee +6.4,round,186.4,61.9,green,sour,guava +7.7,round,206.1,55.8,green,sour,guava +7.8,round,306.6,93.1,green,sweet,custard apple +7.3,round,243.4,110.2,red,sweet,pomegranate +2.8,oval,18.4,56.4,red,sweet,strawberry +1,round,4.9,38,blue,sweet,blueberry +13.9,oval,1089.9,97.2,brown,tangy,pineapple +25.8,round,2796.2,162.3,green,sweet,watermelon +7.2,round,182,55.6,green,sour,guava +23.1,round,3168.3,153.9,green,sweet,watermelon +7.5,round,212,63.2,green,sour,guava +8.7,oval,254.2,128.4,yellow,sweet,mango +24.8,round,3112.6,148.6,green,sweet,watermelon +5.3,oval,69.8,102.2,brown,tangy,kiwi +14.8,oval,1295.6,82.4,brown,tangy,pineapple +9.3,oval,241.8,112.7,yellow,sweet,mango +8.7,oval,191.2,70.5,green,sweet,pear +9.2,oval,399.5,142.1,pink,sweet,dragon fruit +25.1,round,3104.4,145.9,green,sweet,watermelon +10.3,long,109,39.6,yellow,sweet,banana +3.3,oval,19.7,63.1,red,sweet,strawberry +2.9,oval,10.7,32.3,red,sweet,cherry +8.1,round,306.4,91.4,green,sweet,custard apple +6.5,round,233.6,112.7,red,sweet,pomegranate +7.5,oval,179.8,65.6,green,sweet,pear +5.2,oval,72.1,105.5,brown,tangy,kiwi +7.7,round,325,95.8,green,sweet,custard apple +1.1,round,5.2,9.3,purple,sweet,grape +4.7,oval,72.3,109.7,brown,tangy,kiwi +8.8,oval,256.2,110.6,yellow,sweet,mango +7.3,oval,163.8,65.2,green,sweet,pear +7.4,round,201,56.3,green,sour,guava +1.1,round,5,41.5,blue,sweet,blueberry +16.7,round,1134.8,94.3,brown,sweet,coconut +14.7,oval,1097.5,93.8,brown,tangy,pineapple +4.9,oval,81.6,101.4,brown,tangy,kiwi +1.9,round,15.6,49.7,pink,sweet,lychee +7.2,round,243.5,127.2,red,sweet,pomegranate +8,oval,186.5,76.5,green,sweet,pear +20.2,oval,1526.7,79.5,orange,sweet,papaya +5.4,oval,46.9,18.4,orange,tangy,orange +3.3,oval,10.3,32.3,red,sweet,cherry +9,long,118.9,37.8,yellow,sweet,banana +1.1,round,5.5,36.2,blue,sweet,blueberry +21.1,oval,1590.8,72.6,orange,sweet,papaya +3.3,oval,10,31.7,red,sweet,cherry +7.2,round,271.5,120.5,red,sweet,pomegranate +1.9,round,14.1,54.2,pink,sweet,lychee +5.2,oval,46,18.3,orange,tangy,orange +1.1,round,5.1,10,purple,sweet,grape +7.9,oval,175.2,66.5,green,sweet,pear +18.7,round,1238.2,109.7,brown,sweet,coconut +2,round,14.5,49.7,pink,sweet,lychee +2.9,oval,19.1,63.7,red,sweet,strawberry +9.8,long,130.2,36.5,yellow,sweet,banana +10.8,oval,408.9,163.8,pink,sweet,dragon fruit +25,round,2739.7,156.7,green,sweet,watermelon +8.1,oval,256.2,115.7,yellow,sweet,mango +5.6,round,155.5,78.8,red,sweet,apple +8.9,oval,230.4,126.5,yellow,sweet,mango +6.1,round,156.5,83.6,red,sweet,apple +3,oval,9.3,31.6,red,sweet,cherry +1,round,5.3,42.8,blue,sweet,blueberry +1.9,round,13.7,51,pink,sweet,lychee +26.3,round,2768.6,154.8,green,sweet,watermelon +5.4,round,149.4,75.6,red,sweet,apple +3.1,oval,10,29.2,red,sweet,cherry +5.9,round,163.9,87.1,red,sweet,apple +3.1,oval,10.6,29.2,red,sweet,cherry +25.7,round,3278.9,153.1,green,sweet,watermelon +7,round,193,54.7,green,sour,guava +9.4,oval,228.4,111.9,yellow,sweet,mango +20.9,oval,1647.2,74.2,orange,sweet,papaya +3.2,oval,20.6,62.8,red,sweet,strawberry +3.2,oval,21.8,60.7,red,sweet,strawberry +1,round,4.8,10.2,purple,sweet,grape +14.8,oval,1165.2,91.2,brown,tangy,pineapple +4.7,oval,50.4,22,orange,tangy,orange +5,oval,80.2,96.4,brown,tangy,kiwi +6,round,159.1,82.8,red,sweet,apple +3.3,oval,10.2,30.6,red,sweet,cherry +8.2,oval,255.1,129.6,yellow,sweet,mango +10.1,oval,389.4,156.2,pink,sweet,dragon fruit +1,round,5.1,10.7,purple,sweet,grape +19.6,oval,1449.2,77.2,orange,sweet,papaya +9.5,oval,394.5,147.2,pink,sweet,dragon fruit +21,oval,1463.9,79.1,orange,sweet,papaya +6.3,round,258.1,115,red,sweet,pomegranate +4.8,oval,68.2,97.2,brown,tangy,kiwi +10.4,long,126.6,40.3,yellow,sweet,banana +15,oval,1257.4,96.2,brown,tangy,pineapple +4.9,oval,48.4,19,orange,tangy,orange +9.8,oval,267.9,125.4,yellow,sweet,mango +6.4,round,195.6,64.7,green,sour,guava +8.6,oval,260,122.2,yellow,sweet,mango +1.1,round,4.8,10,purple,sweet,grape +6.7,round,243,110.2,red,sweet,pomegranate +10.9,long,130.5,42.4,yellow,sweet,banana +13.7,oval,1209.4,82.4,brown,tangy,pineapple +1.1,round,5.2,9.1,purple,sweet,grape +10.2,oval,370.9,160.9,pink,sweet,dragon fruit +2.8,oval,20.3,62.7,red,sweet,strawberry +20.2,oval,1397.8,72.1,orange,sweet,papaya +6.8,round,244.3,130.4,red,sweet,pomegranate +7.5,round,253,122,red,sweet,pomegranate +8.1,oval,180.1,64.1,green,sweet,pear +1,round,5,43.5,blue,sweet,blueberry +3.1,oval,10.2,29.2,red,sweet,cherry +6.4,round,263.8,123.9,red,sweet,pomegranate +6.5,round,205.2,62.5,green,sour,guava +18,round,1299.5,95.4,brown,sweet,coconut +5.2,oval,54.3,19,orange,tangy,orange +9.7,oval,425.5,136.1,pink,sweet,dragon fruit +3.7,round,50.4,72.5,purple,tangy,plum +10.6,oval,420.7,159.9,pink,sweet,dragon fruit +3.2,oval,9.8,27.7,red,sweet,cherry +1.8,round,14.7,47.6,pink,sweet,lychee +2.8,oval,18,60.9,red,sweet,strawberry +20.1,oval,1539.4,79.9,orange,sweet,papaya +6.5,round,267.6,131.6,red,sweet,pomegranate +3.8,round,45.6,66.1,purple,tangy,plum +8.3,oval,167.5,76.1,green,sweet,pear +6.5,round,243.6,109.9,red,sweet,pomegranate +9.7,long,113.5,36.9,yellow,sweet,banana +1,round,5.1,10.2,purple,sweet,grape +4.1,round,51.7,70.6,purple,tangy,plum +10.2,long,108.2,38.5,yellow,sweet,banana +18.4,oval,1580,78.4,orange,sweet,papaya +2,round,14.1,53.8,pink,sweet,lychee +2,round,16,45.2,pink,sweet,lychee +1.9,round,14.1,48.1,pink,sweet,lychee +3.6,round,47.3,64.2,purple,tangy,plum +6.9,round,259.6,126.5,red,sweet,pomegranate +18.9,round,1100.9,95.5,brown,sweet,coconut +9.1,oval,239.2,117.9,yellow,sweet,mango +2.8,oval,10.4,30.7,red,sweet,cherry +18.5,round,1170.3,92.7,brown,sweet,coconut +0.9,round,4.9,10.5,purple,sweet,grape +2.1,round,14.2,45.1,pink,sweet,lychee +1,round,4.8,10.2,purple,sweet,grape +6.5,round,192.3,65.4,green,sour,guava +8.4,round,293.1,86.4,green,sweet,custard apple +16.3,round,1189.4,92.2,brown,sweet,coconut +10.1,oval,367.3,146.4,pink,sweet,dragon fruit +15,oval,1137.4,91,brown,tangy,pineapple +4.4,round,45.5,71.9,purple,tangy,plum +7.8,oval,182.6,68.6,green,sweet,pear +5.1,oval,79.6,103.3,brown,tangy,kiwi +25.4,round,3034.1,159.1,green,sweet,watermelon +5.5,oval,50.2,18.1,orange,tangy,orange +8.8,oval,228.2,120.9,yellow,sweet,mango +4.8,oval,77.9,107.7,brown,tangy,kiwi +13.8,oval,1155.8,98.8,brown,tangy,pineapple +15.3,oval,1278.1,98.6,brown,tangy,pineapple +1,round,4.9,40.9,blue,sweet,blueberry +3.1,oval,10.8,27.3,red,sweet,cherry +8.8,oval,244.5,125.9,yellow,sweet,mango +19.6,round,1100.9,91.4,brown,sweet,coconut +7.4,round,260.7,108.6,red,sweet,pomegranate +9.9,oval,418.7,138.3,pink,sweet,dragon fruit +8.7,oval,191,66.9,green,sweet,pear +8.7,round,321.9,98.7,green,sweet,custard apple +9.4,oval,434.6,144.4,pink,sweet,dragon fruit +26.7,round,3263.1,142.5,green,sweet,watermelon +2.8,oval,10.3,28.2,red,sweet,cherry +3,oval,18.2,56.1,red,sweet,strawberry +7.2,round,227,108,red,sweet,pomegranate +17.4,round,1224.4,106.5,brown,sweet,coconut +10.8,oval,409.5,144.1,pink,sweet,dragon fruit +13.8,oval,1168.9,88.1,brown,tangy,pineapple +1,round,4.5,10.7,purple,sweet,grape +7,round,271.9,130.9,red,sweet,pomegranate +10.4,oval,403.4,154.8,pink,sweet,dragon fruit +10.5,oval,421.7,154.2,pink,sweet,dragon fruit +4.3,round,48.5,66.9,purple,tangy,plum +8.3,round,287.8,95.8,green,sweet,custard apple +5.4,oval,81.3,95.3,brown,tangy,kiwi +7.2,round,242.1,110.1,red,sweet,pomegranate +7.4,oval,195.5,65.2,green,sweet,pear +10.4,long,117.4,40.8,yellow,sweet,banana +14.4,oval,1084.8,95,brown,tangy,pineapple +6.7,round,247.6,119.3,red,sweet,pomegranate +8.5,oval,197.4,65.4,green,sweet,pear +9.1,oval,429.1,152.2,pink,sweet,dragon fruit +19.2,round,1302.8,97.8,brown,sweet,coconut +5.6,round,153.6,79.1,red,sweet,apple +6.7,round,234.5,110.2,red,sweet,pomegranate +7.4,round,296,99,green,sweet,custard apple +7,round,210.1,65.5,green,sour,guava +18.5,oval,1412.9,82.1,orange,sweet,papaya +1,round,5.5,10.9,purple,sweet,grape +5.1,oval,69.5,96.6,brown,tangy,kiwi +18.4,round,1313.8,91.8,brown,sweet,coconut +5.6,round,142.9,81.9,red,sweet,apple +7.6,round,261.1,119.5,red,sweet,pomegranate +1.1,round,5.5,10.9,purple,sweet,grape +16.8,round,1104,107.9,brown,sweet,coconut +3.1,oval,18.7,63,red,sweet,strawberry +5.8,round,160.3,75,red,sweet,apple +7.9,oval,187.8,66.4,green,sweet,pear +23.5,round,3256.1,160.5,green,sweet,watermelon +4.9,oval,50.2,18.1,orange,tangy,orange +10.9,long,127.8,42.8,yellow,sweet,banana +25.1,round,3240.4,161.8,green,sweet,watermelon +3,oval,18.7,65.4,red,sweet,strawberry +8.4,oval,186.9,69.2,green,sweet,pear +7.2,round,212.6,56.7,green,sour,guava +3.2,oval,9.4,28.3,red,sweet,cherry +2.8,oval,19.2,56,red,sweet,strawberry +25.6,round,2925.7,160.8,green,sweet,watermelon +15.7,oval,1202,96,brown,tangy,pineapple +3.3,oval,9.9,32.9,red,sweet,cherry +8.1,round,293.1,81.2,green,sweet,custard apple +4.7,oval,48.5,18,orange,tangy,orange +4,round,53.7,65.6,purple,tangy,plum +2,round,16.1,54.9,pink,sweet,lychee +5.1,oval,71.4,102.3,brown,tangy,kiwi +5.3,oval,45.6,19.1,orange,tangy,orange +10.8,long,115.6,42,yellow,sweet,banana +6.9,round,239.6,114.7,red,sweet,pomegranate +10.8,oval,392.8,149.1,pink,sweet,dragon fruit +1.8,round,16,45.9,pink,sweet,lychee +3.9,round,54.9,76.1,purple,tangy,plum +3.3,oval,19.5,59,red,sweet,strawberry +19,oval,1407.1,80.3,orange,sweet,papaya +19.1,oval,1589,85,orange,sweet,papaya +20.4,oval,1585.9,74,orange,sweet,papaya +7.6,round,193.3,64.9,green,sour,guava +4.1,round,50.5,72.3,purple,tangy,plum +15.7,oval,1181.5,93.2,brown,tangy,pineapple +9,oval,225.8,127.4,yellow,sweet,mango +1.8,round,14.2,54.6,pink,sweet,lychee +7.9,oval,183.6,67.1,green,sweet,pear +19.4,round,1249.8,92.8,brown,sweet,coconut +6.3,round,210.3,60.3,green,sour,guava +7.9,oval,173.7,66.1,green,sweet,pear +27.1,round,2938.9,140,green,sweet,watermelon +17.2,round,1198,97.3,brown,sweet,coconut +9.9,oval,404.8,160.8,pink,sweet,dragon fruit +22.9,round,3078.9,151.2,green,sweet,watermelon +1.9,round,13.5,46.3,pink,sweet,lychee +9.3,long,124.7,40,yellow,sweet,banana +4.8,oval,75.1,107.3,brown,tangy,kiwi +1,round,4.8,37.7,blue,sweet,blueberry +7.2,round,253.8,110.1,red,sweet,pomegranate +1,round,5.3,9.4,purple,sweet,grape +6.4,round,262.2,122.6,red,sweet,pomegranate +7.7,round,194.1,55.3,green,sour,guava +18.9,round,1145,105.2,brown,sweet,coconut +23.7,round,3123.2,146.6,green,sweet,watermelon +9.3,oval,419.8,158.1,pink,sweet,dragon fruit +8.3,oval,187.3,69.7,green,sweet,pear +16.8,round,1238,91.4,brown,sweet,coconut +24.2,round,2765.8,147.3,green,sweet,watermelon +9.2,long,110.2,40.3,yellow,sweet,banana +7.9,oval,192.2,65.5,green,sweet,pear +7.3,oval,187.2,63.9,green,sweet,pear +11,long,126.4,36.8,yellow,sweet,banana +5.3,oval,48.3,20.5,orange,tangy,orange +10.5,long,122.9,41.8,yellow,sweet,banana +3,oval,9,31.3,red,sweet,cherry +6.7,round,184.8,59.4,green,sour,guava +13.6,oval,1220.3,97.4,brown,tangy,pineapple +8.3,oval,187,70.2,green,sweet,pear +1.1,round,5.4,9.1,purple,sweet,grape +5.1,oval,51.5,20.4,orange,tangy,orange +6.5,round,137.2,82.9,red,sweet,apple +2.9,oval,18.4,60.8,red,sweet,strawberry +7.6,round,195.7,63.3,green,sour,guava +8.1,round,306.4,88.2,green,sweet,custard apple +3.1,oval,19.7,64.6,red,sweet,strawberry +10.5,long,108.8,37.1,yellow,sweet,banana +0.9,round,5.3,9.9,purple,sweet,grape +2.1,round,14.6,51.4,pink,sweet,lychee +9.3,long,129.6,40,yellow,sweet,banana +9.7,long,117.2,41.7,yellow,sweet,banana +2.7,oval,9.4,29.9,red,sweet,cherry +9.2,long,120.8,41.6,yellow,sweet,banana +5,oval,68,103.2,brown,tangy,kiwi +5.2,oval,72.2,90.5,brown,tangy,kiwi +4.2,round,52.9,64,purple,tangy,plum +4.9,oval,77.4,100.3,brown,tangy,kiwi +7.5,round,274.2,121.5,red,sweet,pomegranate +2,round,14.5,45.8,pink,sweet,lychee +26.7,round,2878.7,157.4,green,sweet,watermelon +9.2,oval,436.5,152.3,pink,sweet,dragon fruit +3,oval,18.8,55.1,red,sweet,strawberry +1.1,round,4.8,38.4,blue,sweet,blueberry +4.9,oval,76.4,94.1,brown,tangy,kiwi +7.1,round,256.5,114.2,red,sweet,pomegranate +6.5,round,262.2,128.5,red,sweet,pomegranate +26.2,round,2960.5,151.8,green,sweet,watermelon +10.5,long,130.6,41.8,yellow,sweet,banana +7,round,215.6,60.1,green,sour,guava +4.8,oval,78.1,94.4,brown,tangy,kiwi +20.4,oval,1448,74.8,orange,sweet,papaya +0.9,round,5,9.5,purple,sweet,grape +18.7,round,1260.7,94,brown,sweet,coconut +17.8,round,1250.5,98,brown,sweet,coconut +5.9,round,147.2,76.7,red,sweet,apple +8.8,round,290,86.3,green,sweet,custard apple +20.3,oval,1609.7,82.3,orange,sweet,papaya +4.1,round,52.5,76.9,purple,tangy,plum +26.7,round,2887.3,137,green,sweet,watermelon +16,oval,1267.4,89.4,brown,tangy,pineapple +16.9,round,1178,92.2,brown,sweet,coconut +4.1,round,52.8,64.2,purple,tangy,plum +7.6,oval,187.8,72.8,green,sweet,pear +2.9,oval,21.8,63.1,red,sweet,strawberry +7.1,round,203.7,64.1,green,sour,guava +6.5,round,151.8,84.8,red,sweet,apple +3.1,oval,10.4,30.5,red,sweet,cherry +8.7,round,290.7,96.4,green,sweet,custard apple +1.8,round,15.1,45.1,pink,sweet,lychee +3.1,oval,21.6,55,red,sweet,strawberry +1.1,round,5.3,10.4,purple,sweet,grape +3.1,oval,21.3,54.2,red,sweet,strawberry +18,oval,1601.6,83.1,orange,sweet,papaya +8.7,round,298.5,96.2,green,sweet,custard apple +5.7,round,135.5,86.9,red,sweet,apple +6.8,round,211.3,58.6,green,sour,guava +17.5,round,1163,108.9,brown,sweet,coconut +4.2,round,51.2,72.7,purple,tangy,plum +3.8,round,48.3,76.8,purple,tangy,plum +10.2,oval,382.9,160,pink,sweet,dragon fruit +2.2,round,14.8,47.7,pink,sweet,lychee +6.4,round,249.8,118.5,red,sweet,pomegranate +10.4,long,122.2,39.9,yellow,sweet,banana +6.8,round,230.8,121.8,red,sweet,pomegranate +8.5,round,315.7,90.7,green,sweet,custard apple +7.9,round,300.3,91.7,green,sweet,custard apple +6.4,round,225.5,110.6,red,sweet,pomegranate +18.5,round,1236.2,108.7,brown,sweet,coconut +22.9,round,2761.1,147.5,green,sweet,watermelon +3,oval,10.7,31.9,red,sweet,cherry +7.4,round,261.8,108,red,sweet,pomegranate +17,round,1107.1,94.5,brown,sweet,coconut +15,oval,1100.1,97,brown,tangy,pineapple +9.6,oval,260.5,109.8,yellow,sweet,mango +6.6,round,233.7,117.3,red,sweet,pomegranate +6.7,round,274.1,128.2,red,sweet,pomegranate +8.8,oval,232.4,126.3,yellow,sweet,mango +13.6,oval,1106.7,84.5,brown,tangy,pineapple +10.3,oval,389,157.3,pink,sweet,dragon fruit +5.3,oval,50.5,21.4,orange,tangy,orange +4.5,oval,52.2,18.2,orange,tangy,orange +24,round,2803.3,157.3,green,sweet,watermelon +1,round,4.7,9.3,purple,sweet,grape +8.2,oval,194.6,70.5,green,sweet,pear +26.7,round,3111.9,153.4,green,sweet,watermelon +3.3,oval,20.8,58.7,red,sweet,strawberry +1,round,4.9,10.7,purple,sweet,grape +14.4,oval,1283.4,82.9,brown,tangy,pineapple +10.8,long,128.8,40.9,yellow,sweet,banana +5.5,round,159.6,83.7,red,sweet,apple +5.7,round,149.9,81,red,sweet,apple +4.1,round,47.4,71.5,purple,tangy,plum +3.1,oval,9.1,29.2,red,sweet,cherry +9.7,oval,247.1,118.7,yellow,sweet,mango +2.7,oval,10.9,29.3,red,sweet,cherry +3.2,oval,18.5,63.7,red,sweet,strawberry +3.2,oval,9.2,28.8,red,sweet,cherry +3.2,oval,9.5,32.5,red,sweet,cherry +5.2,oval,48.6,19.3,orange,tangy,orange +7.5,round,258.5,113.9,red,sweet,pomegranate +3.1,oval,10.1,29.6,red,sweet,cherry +6.3,round,182.7,62.1,green,sour,guava +4.7,oval,71.8,101.1,brown,tangy,kiwi +0.9,round,4.5,36.1,blue,sweet,blueberry +7.7,round,183.9,54.5,green,sour,guava +1.1,round,5.1,9.5,purple,sweet,grape +4.7,oval,53.1,19.5,orange,tangy,orange +2.2,round,15.3,48.3,pink,sweet,lychee +0.9,round,5.5,42.4,blue,sweet,blueberry +5,oval,54.1,21.8,orange,tangy,orange +2.8,oval,21.5,61.3,red,sweet,strawberry +6.4,round,147.3,72.8,red,sweet,apple +3,oval,20.2,63.8,red,sweet,strawberry +3.1,oval,20.7,62,red,sweet,strawberry +17.2,round,1080.7,96.6,brown,sweet,coconut +1.1,round,5.1,10.3,purple,sweet,grape +6.3,round,187,62.7,green,sour,guava +8.4,oval,255.7,109.2,yellow,sweet,mango +9.5,oval,398.4,157.9,pink,sweet,dragon fruit +2.1,round,14.8,52.7,pink,sweet,lychee +9.7,oval,421.8,163,pink,sweet,dragon fruit +1,round,4.7,9.6,purple,sweet,grape +4.1,round,53.7,63.8,purple,tangy,plum +5.7,round,164.8,78.9,red,sweet,apple +13.9,oval,1119,96.6,brown,tangy,pineapple +9.5,oval,251.9,113.2,yellow,sweet,mango +8.6,oval,182.2,76.3,green,sweet,pear +1,round,4.6,42.8,blue,sweet,blueberry +16.2,oval,1213.7,90,brown,tangy,pineapple +0.9,round,4.8,9.8,purple,sweet,grape +4.1,round,51.4,76.3,purple,tangy,plum +3.1,oval,10,31.5,red,sweet,cherry +5.3,oval,51.4,19.5,orange,tangy,orange +9.4,oval,246.3,124.9,yellow,sweet,mango +23.7,round,3038.5,147.7,green,sweet,watermelon +14.3,oval,1095.5,84.1,brown,tangy,pineapple +5.5,oval,49.9,18.6,orange,tangy,orange +7.2,round,278.6,90.8,green,sweet,custard apple +8.3,oval,171.4,70.4,green,sweet,pear +3.1,oval,9.6,31.6,red,sweet,cherry +19.8,oval,1363.8,77.2,orange,sweet,papaya +4.8,oval,50.6,21.1,orange,tangy,orange +3.1,oval,9.5,29.7,red,sweet,cherry +5.7,round,143,74.5,red,sweet,apple +9.5,oval,234.2,112.1,yellow,sweet,mango +2.8,oval,20.4,61,red,sweet,strawberry +15.8,oval,1207.2,94.5,brown,tangy,pineapple +8.6,oval,271.9,129.4,yellow,sweet,mango +1.9,round,15.4,52.7,pink,sweet,lychee +10.2,oval,428.1,143.2,pink,sweet,dragon fruit +9.5,oval,245.2,119.2,yellow,sweet,mango +1.8,round,14.4,45.6,pink,sweet,lychee +25.9,round,2892,141.2,green,sweet,watermelon +4.9,oval,78.6,98.1,brown,tangy,kiwi +9.4,long,113.9,42.3,yellow,sweet,banana +18.8,oval,1483.4,72,orange,sweet,papaya +3,oval,10.1,30.9,red,sweet,cherry +8.2,oval,171.3,68.2,green,sweet,pear +4.6,oval,79.6,109.2,brown,tangy,kiwi +2.8,oval,19.5,62.6,red,sweet,strawberry +1,round,5.5,11,purple,sweet,grape +3.7,round,53.2,76.6,purple,tangy,plum +9.8,long,109.6,37.1,yellow,sweet,banana +0.9,round,5.2,10.2,purple,sweet,grape +1,round,5,36.2,blue,sweet,blueberry +7.4,round,251.1,115,red,sweet,pomegranate +2.2,round,14.5,50.7,pink,sweet,lychee +9.8,oval,372.8,142.2,pink,sweet,dragon fruit +2.7,oval,19.5,57,red,sweet,strawberry +7.7,oval,184.6,76.1,green,sweet,pear +6.4,round,260.1,115,red,sweet,pomegranate +21.9,oval,1415,72.3,orange,sweet,papaya +9.3,oval,361.9,142,pink,sweet,dragon fruit +1.1,round,5.2,10.7,purple,sweet,grape +5.1,oval,46.6,19.2,orange,tangy,orange +3.2,oval,9,29.9,red,sweet,cherry +7.2,oval,195.2,74.6,green,sweet,pear +8.4,oval,172.6,75.9,green,sweet,pear +20.9,oval,1548,79.8,orange,sweet,papaya +5.2,oval,49.8,19.5,orange,tangy,orange +2.9,oval,9.3,31.6,red,sweet,cherry +8.1,oval,187.2,66.8,green,sweet,pear +6.9,round,235.1,123.2,red,sweet,pomegranate +2.1,round,13.9,54.5,pink,sweet,lychee +1,round,5.4,10.3,purple,sweet,grape +2.9,oval,9.1,30.7,red,sweet,cherry +9.4,oval,235.5,128.5,yellow,sweet,mango +15.6,oval,1248.6,87.3,brown,tangy,pineapple +4.8,oval,79.9,103.2,brown,tangy,kiwi +2.2,round,13.8,53.6,pink,sweet,lychee +4.3,round,53.2,65.4,purple,tangy,plum +7.6,round,271.7,129.4,red,sweet,pomegranate +2.7,oval,10.8,28.3,red,sweet,cherry +1.8,round,16.2,54.4,pink,sweet,lychee +4.9,oval,76,99.5,brown,tangy,kiwi +5.2,oval,74.8,93.7,brown,tangy,kiwi +6.1,round,160.8,77.5,red,sweet,apple +11,oval,376.2,149.9,pink,sweet,dragon fruit +2.9,oval,21.4,61.2,red,sweet,strawberry +5.9,round,135.7,85.5,red,sweet,apple +4.9,oval,47.2,20.4,orange,tangy,orange +2.9,oval,9.6,31.1,red,sweet,cherry +6.9,round,180,56,green,sour,guava +3.8,round,47.9,71.5,purple,tangy,plum +6.1,round,158.7,83.6,red,sweet,apple +15.4,oval,1230.9,81.3,brown,tangy,pineapple +1,round,4.5,36.1,blue,sweet,blueberry +1.9,round,16.4,49.1,pink,sweet,lychee +1,round,4.5,36.5,blue,sweet,blueberry +1,round,4.5,9.2,purple,sweet,grape +9.7,oval,385,152.2,pink,sweet,dragon fruit +7.3,round,280.1,98.3,green,sweet,custard apple +9.4,long,116.3,41.3,yellow,sweet,banana +7,round,185.5,61.2,green,sour,guava +8.5,oval,183.4,69.5,green,sweet,pear +17.3,round,1279,109.7,brown,sweet,coconut +4.8,oval,73.4,99.6,brown,tangy,kiwi +25.9,round,3114.5,159.3,green,sweet,watermelon +5.4,oval,79.1,96.1,brown,tangy,kiwi +21.6,oval,1522.3,86.3,orange,sweet,papaya +1.1,round,4.7,41.8,blue,sweet,blueberry +1.8,round,16.3,47.8,pink,sweet,lychee +8.6,oval,176.4,73.1,green,sweet,pear +5.8,round,135.4,77.5,red,sweet,apple +10.1,oval,365.7,150.1,pink,sweet,dragon fruit +8,round,305.4,94.9,green,sweet,custard apple +6.9,round,193.5,55,green,sour,guava +2.7,oval,20.8,58.2,red,sweet,strawberry +19.7,round,1135.5,95.3,brown,sweet,coconut +6,round,139.7,76.1,red,sweet,apple +3.2,oval,20.7,59.6,red,sweet,strawberry +2.7,oval,18.3,65.3,red,sweet,strawberry +10.2,long,115.9,40.6,yellow,sweet,banana +5,oval,68.7,98.2,brown,tangy,kiwi +14.7,oval,1262.2,91.1,brown,tangy,pineapple +7.6,oval,190.8,63,green,sweet,pear +17.8,round,1246.5,109.6,brown,sweet,coconut +8.7,oval,184.7,75.5,green,sweet,pear +3,oval,18.9,55,red,sweet,strawberry +20.6,oval,1353.7,88,orange,sweet,papaya +15.9,oval,1142.8,97.1,brown,tangy,pineapple +18.3,oval,1452.5,78.5,orange,sweet,papaya +24.3,round,2798.3,145.7,green,sweet,watermelon +9.4,oval,227.7,108.3,yellow,sweet,mango +20.1,oval,1389.9,72.4,orange,sweet,papaya +7.3,round,228.8,119.5,red,sweet,pomegranate +5.3,oval,53.3,18.7,orange,tangy,orange +0.9,round,5,10.9,purple,sweet,grape +15.2,oval,1165.3,85.5,brown,tangy,pineapple +10.1,long,131,41.8,yellow,sweet,banana +19.1,oval,1610.7,86.9,orange,sweet,papaya +1,round,5.2,43,blue,sweet,blueberry +18.5,oval,1641.9,82.8,orange,sweet,papaya +6.7,round,235.9,113.8,red,sweet,pomegranate +5.5,round,139.5,82.3,red,sweet,apple +2.8,oval,21.9,63.6,red,sweet,strawberry +10.2,long,121.6,40.5,yellow,sweet,banana +2,round,13.6,48.5,pink,sweet,lychee +1,round,5.4,36.3,blue,sweet,blueberry +2.7,oval,9.7,29.7,red,sweet,cherry +19.7,round,1193.3,97.1,brown,sweet,coconut +6.3,round,194.3,57.5,green,sour,guava +8.2,oval,252.6,131.7,yellow,sweet,mango +7.3,round,206.7,65.5,green,sour,guava +2,round,14.6,48.4,pink,sweet,lychee +22.9,round,2731.3,152.4,green,sweet,watermelon +6.4,round,206.8,65.2,green,sour,guava +1.9,round,16,50.7,pink,sweet,lychee +5.3,oval,49.5,20,orange,tangy,orange +6.7,round,199.2,61.9,green,sour,guava +8.4,round,313.9,97.4,green,sweet,custard apple +3.2,oval,20,56,red,sweet,strawberry +4.6,oval,73.7,103.4,brown,tangy,kiwi +5.1,oval,77.2,97.9,brown,tangy,kiwi +21.6,oval,1640,87.2,orange,sweet,papaya +9.6,oval,407.8,146.7,pink,sweet,dragon fruit +7.3,round,196.9,64.4,green,sour,guava +9,long,129.8,40.1,yellow,sweet,banana +8.5,oval,197.5,67.1,green,sweet,pear +5.5,oval,45.3,19.5,orange,tangy,orange +1,round,5.1,39.6,blue,sweet,blueberry +5,oval,77.9,102,brown,tangy,kiwi +10.8,oval,391.6,143.2,pink,sweet,dragon fruit +3.2,oval,18.1,60.7,red,sweet,strawberry +4.6,oval,48.8,19,orange,tangy,orange +21.9,oval,1437.3,72.1,orange,sweet,papaya +9.8,oval,370.1,149.4,pink,sweet,dragon fruit +19,oval,1591.6,78.8,orange,sweet,papaya +1.8,round,16.2,45.5,pink,sweet,lychee +3.7,round,49.9,72.7,purple,tangy,plum +5.3,oval,50.8,19.4,orange,tangy,orange +3.1,oval,19.2,62,red,sweet,strawberry +5.7,round,161.2,81.5,red,sweet,apple +4.7,oval,80.8,95.7,brown,tangy,kiwi +5.9,round,141.7,87.1,red,sweet,apple +1.9,round,15.1,52.6,pink,sweet,lychee +1.9,round,14,45.5,pink,sweet,lychee +22.9,round,2973.1,154.7,green,sweet,watermelon +2.1,round,15.2,52.1,pink,sweet,lychee +3.1,oval,9.2,28.2,red,sweet,cherry +6.9,round,194.5,61.3,green,sour,guava +18.6,round,1212.5,98.1,brown,sweet,coconut +10.1,oval,363.6,142.2,pink,sweet,dragon fruit +7.7,round,184.5,61,green,sour,guava +20.5,oval,1350.7,87.3,orange,sweet,papaya +0.9,round,5.3,10.6,purple,sweet,grape +8.8,oval,232.7,121.3,yellow,sweet,mango +10.1,long,128.2,41.1,yellow,sweet,banana +6.4,round,232.5,127.3,red,sweet,pomegranate +10.4,oval,420.3,164.1,pink,sweet,dragon fruit +3,oval,20.5,60.3,red,sweet,strawberry +7.1,round,250,126.2,red,sweet,pomegranate +5.1,oval,52.9,21.2,orange,tangy,orange +8.1,oval,189.3,69.3,green,sweet,pear +10,long,114.6,36.1,yellow,sweet,banana +5.2,oval,73.8,107.6,brown,tangy,kiwi +2.8,oval,9.2,29.5,red,sweet,cherry +8.7,round,312.5,89.9,green,sweet,custard apple +7.7,round,270.2,98.5,green,sweet,custard apple +8.5,oval,168.7,65.8,green,sweet,pear +15.9,oval,1082.6,98.8,brown,tangy,pineapple +24.6,round,2715,155.1,green,sweet,watermelon +1,round,5.2,42.3,blue,sweet,blueberry +9.5,oval,396,149,pink,sweet,dragon fruit +19.1,oval,1526.3,87.5,orange,sweet,papaya +1,round,5.3,42.2,blue,sweet,blueberry +16.7,round,1291,94.8,brown,sweet,coconut +6.4,round,262.9,109.7,red,sweet,pomegranate +3.1,oval,20.8,56,red,sweet,strawberry +6.8,round,199.8,57.6,green,sour,guava +1,round,5.4,9,purple,sweet,grape +10.8,oval,433.9,141,pink,sweet,dragon fruit +2.9,oval,10.8,28.9,red,sweet,cherry +2.2,round,14.1,53.9,pink,sweet,lychee +27.1,round,3234.8,144.6,green,sweet,watermelon +25.5,round,2950.5,138,green,sweet,watermelon +3,oval,20.7,57.3,red,sweet,strawberry +2.1,round,15.3,51.4,pink,sweet,lychee +8.4,oval,183.4,67.8,green,sweet,pear +14.5,oval,1175.2,89.4,brown,tangy,pineapple +18.7,round,1082,103,brown,sweet,coconut +8,oval,187.4,75.1,green,sweet,pear +8.6,round,276.3,84,green,sweet,custard apple +5.3,oval,54.4,19.2,orange,tangy,orange +16.4,round,1262.8,94.6,brown,sweet,coconut +0.9,round,5,42.8,blue,sweet,blueberry +0.9,round,4.8,10.1,purple,sweet,grape +7.2,oval,172,68.1,green,sweet,pear +2.1,round,15.8,52,pink,sweet,lychee +10.6,oval,438.6,146.7,pink,sweet,dragon fruit +3,oval,9.3,31.8,red,sweet,cherry +10.5,oval,431.7,135.9,pink,sweet,dragon fruit +1.1,round,5.5,10.4,purple,sweet,grape +1,round,4.6,9.8,purple,sweet,grape +2,round,15.7,52,pink,sweet,lychee +7.6,round,276.7,88.8,green,sweet,custard apple +3.1,oval,10.5,29.9,red,sweet,cherry +2.9,oval,18.9,61.7,red,sweet,strawberry +0.9,round,4.7,39.3,blue,sweet,blueberry +18.9,oval,1520.2,88,orange,sweet,papaya +1.1,round,5.4,9.3,purple,sweet,grape +14.5,oval,1217.1,97.1,brown,tangy,pineapple +8.7,oval,232,129.5,yellow,sweet,mango +1.8,round,14.2,52.2,pink,sweet,lychee +4.9,oval,80.8,96.5,brown,tangy,kiwi +1,round,5.2,43.5,blue,sweet,blueberry +3.8,round,45.8,66.5,purple,tangy,plum +3.9,round,47.2,70.4,purple,tangy,plum +10.5,long,125.1,41.5,yellow,sweet,banana +7.6,round,313.4,81.6,green,sweet,custard apple +16.7,round,1111.5,99.2,brown,sweet,coconut +4,round,45.9,75.3,purple,tangy,plum +21.3,oval,1427.4,82.4,orange,sweet,papaya +8.4,round,295.9,83.8,green,sweet,custard apple +1,round,5.5,41.7,blue,sweet,blueberry +10.7,oval,432.2,162.1,pink,sweet,dragon fruit +3.9,round,46.2,69.7,purple,tangy,plum +18.6,round,1105,103.7,brown,sweet,coconut +2,round,15.8,48.6,pink,sweet,lychee +9.1,oval,258.9,111.7,yellow,sweet,mango +24.3,round,2960.5,148,green,sweet,watermelon +21.1,oval,1564.7,75.8,orange,sweet,papaya +9.4,long,112.4,42.8,yellow,sweet,banana +5.4,oval,50.2,21.9,orange,tangy,orange +2.8,oval,10.9,27.7,red,sweet,cherry +25.2,round,2862.5,157.6,green,sweet,watermelon +3.1,oval,9.3,29.9,red,sweet,cherry +8.6,round,290,83.3,green,sweet,custard apple +3.3,oval,9.1,28,red,sweet,cherry +3.7,round,48.1,63.3,purple,tangy,plum +2.8,oval,18.2,55.7,red,sweet,strawberry +17.2,round,1103.3,90.6,brown,sweet,coconut +7,round,271.7,121,red,sweet,pomegranate +6.5,round,183,54.2,green,sour,guava +5.5,round,154.2,74.4,red,sweet,apple +21.3,oval,1396.2,77.7,orange,sweet,papaya +7.3,round,246.7,119.7,red,sweet,pomegranate +3.3,oval,19.3,61.1,red,sweet,strawberry +9.6,oval,243.1,108.8,yellow,sweet,mango +0.9,round,5.1,38.3,blue,sweet,blueberry +8.4,round,322.9,96.3,green,sweet,custard apple +2.9,oval,21.2,61.6,red,sweet,strawberry +4.8,oval,54.9,20.5,orange,tangy,orange +7.1,round,263,129.2,red,sweet,pomegranate +2.8,oval,18.5,56.1,red,sweet,strawberry +4.4,round,52.6,63.6,purple,tangy,plum +3.8,round,47,70.1,purple,tangy,plum +9.4,oval,243.4,121.4,yellow,sweet,mango +2.2,round,16.3,45.3,pink,sweet,lychee +8.6,oval,196.6,75.5,green,sweet,pear +15.7,oval,1210.7,91.3,brown,tangy,pineapple +10,oval,364.7,141,pink,sweet,dragon fruit +8.5,oval,166.4,74.7,green,sweet,pear +19.7,round,1276,96.5,brown,sweet,coconut +14.1,oval,1149.2,97.9,brown,tangy,pineapple +1,round,4.6,10.9,purple,sweet,grape +9.2,oval,230.3,122.4,yellow,sweet,mango +2,round,15.8,52.3,pink,sweet,lychee +6.7,round,214.2,63.6,green,sour,guava +14,oval,1081.9,88,brown,tangy,pineapple +8.7,round,300.2,92.7,green,sweet,custard apple +21.2,oval,1524.5,79.3,orange,sweet,papaya +22.5,round,3054,158.8,green,sweet,watermelon +10.4,oval,395.9,152.5,pink,sweet,dragon fruit +8.4,oval,183.8,75.8,green,sweet,pear +3.3,oval,19.3,58,red,sweet,strawberry +7.4,round,298.1,95.1,green,sweet,custard apple +1.8,round,13.9,50.2,pink,sweet,lychee +1,round,5.5,41,blue,sweet,blueberry +4.9,oval,76.4,98.5,brown,tangy,kiwi +16.3,round,1209.5,108,brown,sweet,coconut +13.7,oval,1178.7,92.5,brown,tangy,pineapple +5.5,oval,45.9,19.9,orange,tangy,orange +18.9,round,1272.3,107.8,brown,sweet,coconut +7.5,round,266.2,118.3,red,sweet,pomegranate +7,round,210,65.1,green,sour,guava +1.8,round,15.8,49.9,pink,sweet,lychee +4.8,oval,48.4,20,orange,tangy,orange +7.2,round,207.1,64.7,green,sour,guava +8.3,oval,166.5,64.6,green,sweet,pear +7.5,round,276.9,81.9,green,sweet,custard apple +6.9,round,180.9,60.8,green,sour,guava +14.6,oval,1219.3,84.8,brown,tangy,pineapple +19.1,round,1089.3,91.9,brown,sweet,coconut +2.8,oval,9.7,29.1,red,sweet,cherry +9.1,oval,260,123.2,yellow,sweet,mango +6.5,round,195,61,green,sour,guava +19.6,round,1083.9,109.6,brown,sweet,coconut +3.2,oval,9.8,27.7,red,sweet,cherry +1.9,round,15.6,54.3,pink,sweet,lychee +1.1,round,5.1,42,blue,sweet,blueberry +9.2,oval,260.4,118.8,yellow,sweet,mango +1,round,4.6,41.6,blue,sweet,blueberry +19.3,round,1233.5,104.8,brown,sweet,coconut +9.2,long,114.1,41.6,yellow,sweet,banana +24.9,round,2707.2,158.9,green,sweet,watermelon +4.8,oval,48,21.3,orange,tangy,orange +10.2,oval,434.5,154.6,pink,sweet,dragon fruit +17.9,round,1208.1,107.5,brown,sweet,coconut +18.9,oval,1596.8,83.4,orange,sweet,papaya +2.7,oval,21.9,56.9,red,sweet,strawberry +8.4,round,294.5,97.8,green,sweet,custard apple +19.3,oval,1642.9,77.5,orange,sweet,papaya +7.7,round,309.3,84.9,green,sweet,custard apple +10,long,117.8,38.5,yellow,sweet,banana +10.9,oval,374.7,161.3,pink,sweet,dragon fruit +3.3,oval,9.9,30.5,red,sweet,cherry +2,round,15.7,52.9,pink,sweet,lychee +6.2,round,164.1,79.7,red,sweet,apple +8.8,round,312.9,88.5,green,sweet,custard apple +8.4,round,302.4,95.3,green,sweet,custard apple +5.1,oval,76.2,108.1,brown,tangy,kiwi +19.3,round,1252.9,106,brown,sweet,coconut +17.2,round,1093.1,109.8,brown,sweet,coconut +13.9,oval,1311.7,84.3,brown,tangy,pineapple +10.9,long,127.8,36.8,yellow,sweet,banana +5.5,oval,68.3,104.4,brown,tangy,kiwi +25.7,round,2849.5,158.4,green,sweet,watermelon +23.5,round,2882.5,143.1,green,sweet,watermelon +7.3,oval,189.2,73.7,green,sweet,pear +23,round,3005.7,150.3,green,sweet,watermelon +16.4,oval,1201.4,94.8,brown,tangy,pineapple +10.7,long,120.9,37.6,yellow,sweet,banana +3,oval,10.9,31.5,red,sweet,cherry +3,oval,9.4,29.6,red,sweet,cherry +3.7,round,49.7,68.3,purple,tangy,plum +5.6,round,149.1,82.9,red,sweet,apple +5.3,oval,81.1,95.9,brown,tangy,kiwi +9.3,oval,236.3,109.9,yellow,sweet,mango +6.5,round,160.8,86.2,red,sweet,apple +8.8,oval,237.4,131.6,yellow,sweet,mango +10.9,long,115.1,37.6,yellow,sweet,banana +10.4,oval,405.5,160.2,pink,sweet,dragon fruit +9.8,oval,258.5,117.4,yellow,sweet,mango +7.6,round,321.2,88.7,green,sweet,custard apple +9,oval,235.7,124.3,yellow,sweet,mango +2.9,oval,21.7,56.1,red,sweet,strawberry +1.8,round,13.6,47.8,pink,sweet,lychee +8.3,round,314.8,85.1,green,sweet,custard apple +15.8,oval,1094.6,92.6,brown,tangy,pineapple +8.3,oval,268,118.2,yellow,sweet,mango +5.2,oval,54.9,18.7,orange,tangy,orange +2.8,oval,9.7,28.4,red,sweet,cherry +3.1,oval,9.8,30.3,red,sweet,cherry +8.2,round,299.2,86.4,green,sweet,custard apple +9.7,long,124.7,40,yellow,sweet,banana +8.8,round,309.1,93.5,green,sweet,custard apple +3.9,round,52.2,70.3,purple,tangy,plum +1.1,round,5.3,10.4,purple,sweet,grape +10.7,oval,430.1,159.9,pink,sweet,dragon fruit +1.1,round,5.2,36.4,blue,sweet,blueberry +3.9,round,48.8,76.2,purple,tangy,plum +5.2,oval,72.2,97.1,brown,tangy,kiwi +6.4,round,213.5,61.4,green,sour,guava +4.9,oval,82.4,95.8,brown,tangy,kiwi +2.1,round,14.8,45.5,pink,sweet,lychee +19,round,1265.8,91.9,brown,sweet,coconut +6.6,round,236.7,111.2,red,sweet,pomegranate +4.1,round,51.6,70.1,purple,tangy,plum +19.4,round,1299,94.8,brown,sweet,coconut +26.6,round,3142.9,154.4,green,sweet,watermelon +8.7,oval,168.8,76.1,green,sweet,pear +8.1,oval,173.3,76.9,green,sweet,pear +1,round,4.5,39.8,blue,sweet,blueberry +8.5,oval,195.6,63.6,green,sweet,pear +7.4,round,293.1,91.8,green,sweet,custard apple +6.5,round,150.7,87.7,red,sweet,apple +7.1,round,241.1,112.6,red,sweet,pomegranate +2.7,oval,10.6,27.3,red,sweet,cherry +4.9,oval,69.7,100.5,brown,tangy,kiwi +2,round,14.2,51.5,pink,sweet,lychee +22.9,round,2783,162.2,green,sweet,watermelon +9.6,long,126.7,41.5,yellow,sweet,banana +17.6,round,1121.9,106,brown,sweet,coconut +7.1,round,274.6,113,red,sweet,pomegranate +8.4,oval,241.2,120.9,yellow,sweet,mango +6.4,round,160.6,76.3,red,sweet,apple +7.4,round,232.5,111.8,red,sweet,pomegranate +1,round,5.4,9.1,purple,sweet,grape +1,round,5,41,blue,sweet,blueberry +8.4,round,310.4,88.3,green,sweet,custard apple +5.4,oval,74.3,97.5,brown,tangy,kiwi +1,round,4.9,10.6,purple,sweet,grape +5.5,round,143.2,79.3,red,sweet,apple +6.7,round,216.3,58.2,green,sour,guava +1.9,round,16.3,48,pink,sweet,lychee +2,round,16.3,46.9,pink,sweet,lychee +11,long,116.6,38.9,yellow,sweet,banana +25.9,round,3122.4,148.9,green,sweet,watermelon +3.1,oval,22,61.3,red,sweet,strawberry +9.7,oval,415.7,156.5,pink,sweet,dragon fruit +7.4,round,241.9,111.2,red,sweet,pomegranate +7.1,round,219.2,60,green,sour,guava +3.3,oval,18.4,59.3,red,sweet,strawberry +6.7,round,231.5,124.4,red,sweet,pomegranate +1,round,4.7,38.1,blue,sweet,blueberry +4.7,oval,82.3,100.8,brown,tangy,kiwi +9.4,oval,273.2,108.4,yellow,sweet,mango +15.4,oval,1141.5,93.8,brown,tangy,pineapple +19.6,oval,1567.2,83,orange,sweet,papaya +10.3,long,123.2,38.9,yellow,sweet,banana +2.7,oval,10.1,32,red,sweet,cherry +0.9,round,4.6,10.6,purple,sweet,grape +3.9,round,46,71.9,purple,tangy,plum +15.3,oval,1303.8,98.6,brown,tangy,pineapple +10.1,long,131.2,36.8,yellow,sweet,banana +26.6,round,2799.1,149.4,green,sweet,watermelon +8.3,oval,185.9,75.1,green,sweet,pear +15,oval,1120.4,87.5,brown,tangy,pineapple +9.4,oval,229.2,108.1,yellow,sweet,mango +6.1,round,155.7,85.6,red,sweet,apple +4.9,oval,47.8,19.1,orange,tangy,orange +5,oval,71.8,104.9,brown,tangy,kiwi +24.6,round,3206,139.9,green,sweet,watermelon +6,round,164.7,84,red,sweet,apple +10,long,121,43,yellow,sweet,banana +1,round,5,10.8,purple,sweet,grape +7.4,round,203.2,55.6,green,sour,guava +5.7,round,163.3,73.7,red,sweet,apple +2.8,oval,21.7,56.8,red,sweet,strawberry +18.1,oval,1451.5,77.5,orange,sweet,papaya +6.6,round,248.7,126.4,red,sweet,pomegranate +7.4,round,197,64.6,green,sour,guava +8.6,oval,166.9,71.9,green,sweet,pear +1,round,5.5,11,purple,sweet,grape +4.8,oval,49.3,20.2,orange,tangy,orange +0.9,round,5,10.6,purple,sweet,grape +3.3,oval,20.2,63,red,sweet,strawberry +17.1,round,1214,106.9,brown,sweet,coconut +4.2,round,50,75.8,purple,tangy,plum +6.7,round,192.8,63.6,green,sour,guava +20.2,oval,1501.2,87.9,orange,sweet,papaya +1.1,round,5.2,10,purple,sweet,grape +3.1,oval,10.6,30.1,red,sweet,cherry +17,round,1142.7,97.2,brown,sweet,coconut +1,round,5.2,39.7,blue,sweet,blueberry +8.3,round,320.1,91.9,green,sweet,custard apple +10.9,oval,402,149.7,pink,sweet,dragon fruit +18.8,round,1144.9,94.3,brown,sweet,coconut +1.1,round,4.8,40.6,blue,sweet,blueberry +9.1,long,129.1,37.1,yellow,sweet,banana +4.5,oval,73.3,93.2,brown,tangy,kiwi +3.2,oval,10.4,27.5,red,sweet,cherry +1,round,4.6,10.3,purple,sweet,grape +1.1,round,5.3,43.6,blue,sweet,blueberry +1,round,5.3,36.3,blue,sweet,blueberry +2.8,oval,21.2,63,red,sweet,strawberry +17.8,round,1297.3,102.6,brown,sweet,coconut +1,round,5,9.6,purple,sweet,grape +1.8,round,14.4,54.9,pink,sweet,lychee +3.3,oval,9.9,32.6,red,sweet,cherry +3.1,oval,18.6,57.7,red,sweet,strawberry +19.8,oval,1619.2,73,orange,sweet,papaya +26.8,round,2993.7,140,green,sweet,watermelon +1.1,round,5.1,10.8,purple,sweet,grape +10.8,oval,404.3,146.2,pink,sweet,dragon fruit +2.8,oval,10.9,31.3,red,sweet,cherry +9.4,oval,364.6,159.2,pink,sweet,dragon fruit +19,oval,1598,76.7,orange,sweet,papaya +1,round,5.1,10.5,purple,sweet,grape +7.3,round,307.6,87.9,green,sweet,custard apple +10.3,oval,396.6,147.5,pink,sweet,dragon fruit +8.2,round,315.9,83.2,green,sweet,custard apple +0.9,round,4.7,9.2,purple,sweet,grape +9.5,oval,271.6,119,yellow,sweet,mango +13.7,oval,1228,98.4,brown,tangy,pineapple +7.6,round,286.6,96.3,green,sweet,custard apple +9.8,oval,419.5,159.7,pink,sweet,dragon fruit +6.5,round,161.1,83.2,red,sweet,apple +5.3,oval,76.3,95.6,brown,tangy,kiwi +3.7,round,48,77,purple,tangy,plum +10.6,long,121.1,43.2,yellow,sweet,banana +1,round,4.6,10.2,purple,sweet,grape +6.4,round,138.3,83.5,red,sweet,apple +5.4,oval,52.7,18.1,orange,tangy,orange +4.6,oval,45.7,19.3,orange,tangy,orange +5.4,round,147,85.9,red,sweet,apple +5.1,oval,76.9,106.8,brown,tangy,kiwi +9.7,oval,247.2,127.8,yellow,sweet,mango +5.3,oval,50.4,19.2,orange,tangy,orange +7.3,round,271.4,113.2,red,sweet,pomegranate +7.6,round,205.5,62.2,green,sour,guava +2.9,oval,21.3,58.6,red,sweet,strawberry +3.2,oval,9.8,32.6,red,sweet,cherry +6.7,round,185,61.6,green,sour,guava +4.7,oval,74.2,97.2,brown,tangy,kiwi +9.5,long,110.8,43.4,yellow,sweet,banana +2.9,oval,18.9,65,red,sweet,strawberry +9.4,long,131.1,40.9,yellow,sweet,banana +19.7,oval,1529.3,84.1,orange,sweet,papaya +0.9,round,5.3,36.2,blue,sweet,blueberry +3,oval,21.7,58.6,red,sweet,strawberry +6.3,round,199,60,green,sour,guava +4.2,round,52.9,75.1,purple,tangy,plum +3,oval,10,27.5,red,sweet,cherry +0.9,round,5.2,42.6,blue,sweet,blueberry +4.7,oval,46.7,20.8,orange,tangy,orange +4.7,oval,76.4,96.4,brown,tangy,kiwi +13.7,oval,1202.8,91.1,brown,tangy,pineapple +3.2,oval,10.2,32.9,red,sweet,cherry +5.3,oval,67.7,90.1,brown,tangy,kiwi +5.1,oval,50.4,19.1,orange,tangy,orange +7.6,round,192,66,green,sour,guava +15.1,oval,1282.7,93.5,brown,tangy,pineapple +5.2,oval,54.6,18.7,orange,tangy,orange +9.1,long,119.3,43.7,yellow,sweet,banana +5.1,oval,74.7,94.6,brown,tangy,kiwi +5.5,oval,80.4,100.3,brown,tangy,kiwi +6.2,round,148.2,77,red,sweet,apple +19,oval,1429.8,82.6,orange,sweet,papaya +6.8,round,234.8,122.4,red,sweet,pomegranate +15.8,oval,1119.6,86.3,brown,tangy,pineapple +3.3,oval,20.2,60.9,red,sweet,strawberry +2.8,oval,9.9,28.1,red,sweet,cherry +10.2,oval,405.8,156.7,pink,sweet,dragon fruit +18.8,round,1153,95.1,brown,sweet,coconut +5.3,oval,45.5,19,orange,tangy,orange +3.2,oval,21.6,54.5,red,sweet,strawberry +9,oval,230.2,125.8,yellow,sweet,mango +7.1,round,189.9,57.1,green,sour,guava +14,oval,1315.3,89.5,brown,tangy,pineapple +9.5,long,123.1,42.9,yellow,sweet,banana +18.7,round,1226.8,106,brown,sweet,coconut +4.3,round,46.9,70.4,purple,tangy,plum +5.2,oval,52.5,19.9,orange,tangy,orange +18.5,round,1136,101.4,brown,sweet,coconut +23.7,round,2744,158.3,green,sweet,watermelon +2.1,round,14.7,54.5,pink,sweet,lychee +1.1,round,5.3,11,purple,sweet,grape +6.4,round,138.7,79,red,sweet,apple +6.9,round,241.7,123.5,red,sweet,pomegranate +23,round,3043.3,159,green,sweet,watermelon +5,oval,54.2,18.6,orange,tangy,orange +4.7,oval,73.3,106.9,brown,tangy,kiwi +17.7,round,1194.3,93.1,brown,sweet,coconut +10.7,oval,412.8,138.9,pink,sweet,dragon fruit +0.9,round,4.6,9.1,purple,sweet,grape +9.2,oval,255.1,113.6,yellow,sweet,mango +8.7,oval,182.2,69.5,green,sweet,pear +6.3,round,248.7,123.6,red,sweet,pomegranate +2.8,oval,18.1,57.1,red,sweet,strawberry +16.6,round,1134,109.3,brown,sweet,coconut +17.2,round,1292.1,94,brown,sweet,coconut +9.8,oval,396.9,151.9,pink,sweet,dragon fruit +4.9,oval,52.5,21.5,orange,tangy,orange +2.8,oval,10.6,31.2,red,sweet,cherry +5,oval,72.7,102,brown,tangy,kiwi +10.4,oval,434.9,163.8,pink,sweet,dragon fruit +2.8,oval,9,31.4,red,sweet,cherry +1.1,round,5.4,41.3,blue,sweet,blueberry +10.8,oval,395.8,146.2,pink,sweet,dragon fruit +5.1,oval,53.1,20.7,orange,tangy,orange +19.6,round,1187.2,99.3,brown,sweet,coconut +17,round,1083,96.6,brown,sweet,coconut +6.5,round,205.5,56.2,green,sour,guava +10.5,oval,383.2,144.3,pink,sweet,dragon fruit +2,round,16.3,47.7,pink,sweet,lychee +4.8,oval,75.3,93.9,brown,tangy,kiwi +3.1,oval,9.6,27.9,red,sweet,cherry +9.5,oval,424.1,142.8,pink,sweet,dragon fruit +21.4,oval,1493.3,82.1,orange,sweet,papaya +16.5,round,1113.3,108.3,brown,sweet,coconut +2.2,round,15.7,47.1,pink,sweet,lychee +6.8,round,269.7,122.9,red,sweet,pomegranate +2.2,round,14.7,48,pink,sweet,lychee +16.3,oval,1194.5,81.1,brown,tangy,pineapple +5,oval,51.3,18.3,orange,tangy,orange +1,round,4.5,10.8,purple,sweet,grape +24,round,3276.4,160.4,green,sweet,watermelon +3.2,oval,21.8,56.2,red,sweet,strawberry +7.7,round,238.6,112.6,red,sweet,pomegranate +1,round,4.9,40.3,blue,sweet,blueberry +22.8,round,2993.9,138.2,green,sweet,watermelon +1.1,round,5.2,9.1,purple,sweet,grape +10.7,long,109.7,40.8,yellow,sweet,banana +1.8,round,15.5,51.1,pink,sweet,lychee +9.2,oval,415.9,158.8,pink,sweet,dragon fruit +8.7,round,292.2,90.3,green,sweet,custard apple +19.1,round,1289.7,94.8,brown,sweet,coconut +9,oval,257.7,109.5,yellow,sweet,mango +16.6,round,1262,104,brown,sweet,coconut +5.4,oval,80,97.8,brown,tangy,kiwi +3.7,round,50.2,66.6,purple,tangy,plum +9.5,long,120.6,40.7,yellow,sweet,banana +18.1,oval,1570.1,81.1,orange,sweet,papaya +2.8,oval,19.1,56.2,red,sweet,strawberry +23.6,round,3212.5,136.7,green,sweet,watermelon +10.2,oval,360.6,147,pink,sweet,dragon fruit +10.2,oval,385.2,136.9,pink,sweet,dragon fruit +4.7,oval,79.4,91.1,brown,tangy,kiwi +18.6,round,1244.9,108.6,brown,sweet,coconut +5.8,round,155.7,77.9,red,sweet,apple +21.6,oval,1587,85.4,orange,sweet,papaya +7.4,round,251.2,129.5,red,sweet,pomegranate +8.5,oval,247.4,119.6,yellow,sweet,mango +2.9,oval,9.1,29.1,red,sweet,cherry +6.7,round,217.1,65.1,green,sour,guava +7.3,oval,163.8,73.4,green,sweet,pear +7.2,round,229.7,120,red,sweet,pomegranate +8.7,oval,193.1,69.9,green,sweet,pear +7.9,oval,168.5,71.1,green,sweet,pear +19.5,oval,1584.8,81.9,orange,sweet,papaya +20.9,oval,1596,76.9,orange,sweet,papaya +3.3,oval,18.9,55.2,red,sweet,strawberry +6.3,round,196.1,63.6,green,sour,guava +7.5,round,270,112,red,sweet,pomegranate +2.8,oval,20.4,59.8,red,sweet,strawberry +4.7,oval,45.8,20.8,orange,tangy,orange +5.5,oval,51,21.2,orange,tangy,orange +9.4,oval,364.9,158,pink,sweet,dragon fruit +4.2,round,54.5,69.1,purple,tangy,plum +1.9,round,16.2,51.5,pink,sweet,lychee +3.1,oval,9.3,32.7,red,sweet,cherry +7.2,round,271.1,124.5,red,sweet,pomegranate +1,round,4.5,37.5,blue,sweet,blueberry +0.9,round,5.4,37.1,blue,sweet,blueberry +24,round,3182.1,140.1,green,sweet,watermelon +2.8,oval,10,29.7,red,sweet,cherry +7.4,round,232.6,110.5,red,sweet,pomegranate +19.3,oval,1397.1,73.9,orange,sweet,papaya +26.6,round,2938.9,149.5,green,sweet,watermelon +6.8,round,203,64.1,green,sour,guava +8.4,oval,235.8,127,yellow,sweet,mango +18.7,round,1319.4,95.8,brown,sweet,coconut +3.2,oval,9.5,31.1,red,sweet,cherry +3.2,oval,19.6,58.1,red,sweet,strawberry +23.4,round,3019.5,156,green,sweet,watermelon +8.6,round,302.2,87.3,green,sweet,custard apple +10.8,long,131.2,43.8,yellow,sweet,banana +7.4,oval,193.3,71.5,green,sweet,pear +10.9,oval,365.7,154.5,pink,sweet,dragon fruit +18.8,round,1137,107.6,brown,sweet,coconut +4.8,oval,48.2,21.4,orange,tangy,orange +1.1,round,4.8,40.7,blue,sweet,blueberry +23.3,round,2930.6,137,green,sweet,watermelon +1,round,5.1,10.9,purple,sweet,grape +9.3,oval,399.9,149.3,pink,sweet,dragon fruit +6.6,round,247.6,124.3,red,sweet,pomegranate +0.9,round,5.2,38.6,blue,sweet,blueberry +4.7,oval,53.2,19.4,orange,tangy,orange +7.9,oval,173,72,green,sweet,pear +6.6,round,192.8,55.8,green,sour,guava +23.1,round,3172.2,144.1,green,sweet,watermelon +6.2,round,153.8,75.8,red,sweet,apple +19.8,oval,1636.4,74.1,orange,sweet,papaya +5.3,oval,77.1,108.3,brown,tangy,kiwi +5.7,round,143.9,83.9,red,sweet,apple +3.1,oval,18.1,57.7,red,sweet,strawberry +8.5,oval,191.3,71.5,green,sweet,pear +9,oval,228.5,115.5,yellow,sweet,mango +7.6,round,260,118.7,red,sweet,pomegranate +7.7,oval,168.5,67.3,green,sweet,pear +14.7,oval,1112.9,81.9,brown,tangy,pineapple +10,long,117.5,43.7,yellow,sweet,banana +10.7,long,111,39.1,yellow,sweet,banana +16.4,round,1168.3,104.4,brown,sweet,coconut +5.8,round,151.7,78.2,red,sweet,apple +1.9,round,15,54.4,pink,sweet,lychee +3.1,oval,10.7,31.7,red,sweet,cherry +16.5,round,1149.5,105.5,brown,sweet,coconut +18.8,round,1158.7,96.3,brown,sweet,coconut +2.8,oval,10.4,29.1,red,sweet,cherry +7.5,oval,190.6,72.5,green,sweet,pear +6.7,round,195.9,64.6,green,sour,guava +7.9,oval,190.4,64.9,green,sweet,pear +27.3,round,3113.5,153.4,green,sweet,watermelon +4.1,round,54.2,70.1,purple,tangy,plum +0.9,round,4.8,9.1,purple,sweet,grape +1,round,4.6,37.5,blue,sweet,blueberry +10.9,long,115.2,39.1,yellow,sweet,banana +10.1,oval,406.3,135.9,pink,sweet,dragon fruit +5,oval,68,102.5,brown,tangy,kiwi +7.2,round,191,60,green,sour,guava +9.6,long,129.7,42.2,yellow,sweet,banana +17.1,round,1162.2,97,brown,sweet,coconut +8.8,round,309.7,97.5,green,sweet,custard apple +8.3,round,307.4,97.5,green,sweet,custard apple +6.6,round,151.1,75.6,red,sweet,apple +5.7,round,154.9,72.2,red,sweet,apple +15.4,oval,1183.6,93,brown,tangy,pineapple +5.1,oval,53.7,19.3,orange,tangy,orange +9.6,oval,250.4,129,yellow,sweet,mango +7.1,round,230.7,120.8,red,sweet,pomegranate +5.6,round,136.5,87.6,red,sweet,apple +1,round,4.8,10.2,purple,sweet,grape +8,oval,182.7,64.4,green,sweet,pear +1,round,4.8,42.5,blue,sweet,blueberry +6,round,161,80.4,red,sweet,apple +5.6,round,145.8,86.7,red,sweet,apple +3.2,oval,18.9,62.1,red,sweet,strawberry +4.3,round,47.3,63,purple,tangy,plum +8.8,oval,229.1,112.7,yellow,sweet,mango +3.1,oval,19.3,62.3,red,sweet,strawberry +3.7,round,50.9,71.3,purple,tangy,plum +21.3,oval,1381.2,84.3,orange,sweet,papaya +25.6,round,2718.1,144.7,green,sweet,watermelon +0.9,round,4.7,10.6,purple,sweet,grape +2.9,oval,10.8,30.8,red,sweet,cherry +19.6,oval,1358.6,84.6,orange,sweet,papaya +19,round,1315.3,101.1,brown,sweet,coconut +9,oval,249.9,119.5,yellow,sweet,mango +8.3,oval,169.8,72,green,sweet,pear +10.4,oval,393,152.8,pink,sweet,dragon fruit +10.2,long,108.3,38.2,yellow,sweet,banana +7.3,oval,187.4,70,green,sweet,pear +2.2,round,14.8,45.8,pink,sweet,lychee +7.4,round,271.8,92.7,green,sweet,custard apple +17.7,round,1090.1,93.7,brown,sweet,coconut +14,oval,1291.6,81.8,brown,tangy,pineapple +7.4,round,187.4,54.5,green,sour,guava +5.4,round,140.6,82.8,red,sweet,apple +2.1,round,15.3,53.4,pink,sweet,lychee +5.5,round,159.6,72.3,red,sweet,apple +1.1,round,4.9,41.6,blue,sweet,blueberry +5.2,oval,75.7,97.3,brown,tangy,kiwi +5.5,oval,46.4,20.4,orange,tangy,orange +7.3,oval,181.4,72.4,green,sweet,pear +25.7,round,3047.3,141.8,green,sweet,watermelon +10.1,long,117.2,38.3,yellow,sweet,banana +2,round,16.2,47.1,pink,sweet,lychee +20.1,oval,1482.7,86.3,orange,sweet,papaya +2.1,round,15.6,45.9,pink,sweet,lychee +7.2,round,281.9,95.7,green,sweet,custard apple +27.1,round,3269.8,161,green,sweet,watermelon +2.1,round,15.7,46.9,pink,sweet,lychee +4.4,round,49.2,65.6,purple,tangy,plum +2.9,oval,21.6,64.2,red,sweet,strawberry +6.3,round,209,63.5,green,sour,guava +3.2,oval,10.4,29.9,red,sweet,cherry +8.1,oval,186.3,72.3,green,sweet,pear +10.6,oval,427.9,147.9,pink,sweet,dragon fruit +8.6,oval,253.1,108.7,yellow,sweet,mango +16.6,round,1090.5,97.7,brown,sweet,coconut +6.4,round,246.7,121.7,red,sweet,pomegranate +18.5,oval,1380.6,79.5,orange,sweet,papaya +21.8,oval,1415.1,74.4,orange,sweet,papaya +9.1,long,115.6,36.4,yellow,sweet,banana +2,round,15.7,53,pink,sweet,lychee +5.1,oval,51.7,18.7,orange,tangy,orange +9.1,oval,229.5,125.8,yellow,sweet,mango +6.9,round,203.1,60.7,green,sour,guava +4.2,round,46.9,73.3,purple,tangy,plum +1.9,round,15.6,53,pink,sweet,lychee +3.2,oval,10.2,31.3,red,sweet,cherry +7.4,round,253.8,118.1,red,sweet,pomegranate +3,oval,9.4,32.1,red,sweet,cherry +19.8,oval,1408.1,85.7,orange,sweet,papaya +1,round,4.8,9.4,purple,sweet,grape +8.3,oval,187.3,69.4,green,sweet,pear +16.1,oval,1254.2,92.9,brown,tangy,pineapple +1.1,round,4.5,40.5,blue,sweet,blueberry +1,round,4.9,10.3,purple,sweet,grape +8.5,oval,187.3,73.3,green,sweet,pear +2.7,oval,10,30.6,red,sweet,cherry +19.3,round,1223.7,96.3,brown,sweet,coconut +7.2,round,256,108,red,sweet,pomegranate +25,round,3204,158.5,green,sweet,watermelon +1,round,4.7,39.4,blue,sweet,blueberry +1,round,4.6,43.3,blue,sweet,blueberry +16.1,oval,1279,91.6,brown,tangy,pineapple +5.6,round,141.6,84,red,sweet,apple +9.7,oval,436,154.3,pink,sweet,dragon fruit +0.9,round,4.6,10.9,purple,sweet,grape +7,round,213.3,61.3,green,sour,guava +5,oval,75.4,91.3,brown,tangy,kiwi +2.8,oval,18.2,65,red,sweet,strawberry +15.7,oval,1233.1,90.9,brown,tangy,pineapple +1,round,5.1,39.6,blue,sweet,blueberry +4.8,oval,80,97.5,brown,tangy,kiwi +14.3,oval,1223.8,82.5,brown,tangy,pineapple +2.1,round,16.3,52.6,pink,sweet,lychee +2.8,oval,19.5,64.6,red,sweet,strawberry +5.1,oval,51.3,20.7,orange,tangy,orange +7.5,round,308.8,95.9,green,sweet,custard apple +2.1,round,13.8,55,pink,sweet,lychee +18.2,oval,1607.8,79,orange,sweet,papaya +16.1,oval,1181.4,83.8,brown,tangy,pineapple +9,oval,230.8,112.1,yellow,sweet,mango +1,round,4.8,36.6,blue,sweet,blueberry +6.5,round,227.1,113,red,sweet,pomegranate +1,round,5.1,38.7,blue,sweet,blueberry +3,oval,21.6,57,red,sweet,strawberry +7.6,round,192.5,58.4,green,sour,guava +9.6,long,119.8,42.3,yellow,sweet,banana +24.1,round,3233,164,green,sweet,watermelon +5.3,oval,78.9,91.3,brown,tangy,kiwi +18.6,oval,1391.9,74.8,orange,sweet,papaya +1.1,round,5.1,10.3,purple,sweet,grape +4.5,oval,49.5,18,orange,tangy,orange +3.2,oval,18.1,65.4,red,sweet,strawberry +7.3,round,248.1,124.4,red,sweet,pomegranate +6,round,142.7,84.2,red,sweet,apple +6.9,round,219.3,60.1,green,sour,guava +26.8,round,3228,140,green,sweet,watermelon +1.1,round,4.7,40.6,blue,sweet,blueberry +7.7,round,214.4,61.9,green,sour,guava +8.8,oval,166.1,66.8,green,sweet,pear +21.8,oval,1577.5,77.6,orange,sweet,papaya +2.9,oval,10,31.3,red,sweet,cherry +7.7,round,293.5,86.2,green,sweet,custard apple +0.9,round,5.3,36.6,blue,sweet,blueberry +4.7,oval,45.4,18.9,orange,tangy,orange +19.7,oval,1445.4,76.8,orange,sweet,papaya +23.5,round,3129.3,135.7,green,sweet,watermelon +7.4,round,305.5,91.5,green,sweet,custard apple +7.3,round,268.4,130.7,red,sweet,pomegranate +7.7,round,297.4,86.5,green,sweet,custard apple +8.7,oval,250.7,129.3,yellow,sweet,mango +5.9,round,148.1,75.8,red,sweet,apple +1.1,round,4.7,9.5,purple,sweet,grape +2,round,13.5,49.7,pink,sweet,lychee +19.1,round,1260.6,102.4,brown,sweet,coconut +26.4,round,2927,164.7,green,sweet,watermelon +1.1,round,5.1,37.4,blue,sweet,blueberry +8.9,oval,256.1,128.8,yellow,sweet,mango +7.2,round,202.9,64.3,green,sour,guava +3.1,oval,9.5,28.2,red,sweet,cherry +7.7,oval,179.5,70.1,green,sweet,pear +1.1,round,4.7,10.1,purple,sweet,grape +1,round,5.4,9.7,purple,sweet,grape +9.5,oval,242,115.8,yellow,sweet,mango +5.9,round,157.6,73.6,red,sweet,apple +13.7,oval,1136.9,84.6,brown,tangy,pineapple +9.7,long,125.6,42.1,yellow,sweet,banana +10.6,long,120.8,37.7,yellow,sweet,banana +15.6,oval,1166.1,88.5,brown,tangy,pineapple +16.9,round,1207.6,106.6,brown,sweet,coconut +25.8,round,3085.2,144.5,green,sweet,watermelon +8,round,322.4,84.2,green,sweet,custard apple +6.9,round,192.7,55.4,green,sour,guava +7.1,round,194.8,59.8,green,sour,guava +2.1,round,16,54.6,pink,sweet,lychee +10.3,long,125.4,39.2,yellow,sweet,banana +7.7,round,309.4,98.6,green,sweet,custard apple +3.2,oval,19.3,63.1,red,sweet,strawberry +7.9,round,308.5,98.8,green,sweet,custard apple +0.9,round,5.1,42.9,blue,sweet,blueberry +6.8,round,241.8,128.5,red,sweet,pomegranate +7.7,round,193.2,60.3,green,sour,guava +6.8,round,252.6,129.9,red,sweet,pomegranate +5.3,oval,80.2,105.6,brown,tangy,kiwi +2.8,oval,10.9,31.7,red,sweet,cherry +2.8,oval,20.1,60.6,red,sweet,strawberry +7.1,round,202,64.2,green,sour,guava +9,oval,401.1,144.2,pink,sweet,dragon fruit +2.7,oval,19.6,60.5,red,sweet,strawberry +1,round,5,11,purple,sweet,grape +14.9,oval,1108.6,85,brown,tangy,pineapple +4,round,52.9,68.8,purple,tangy,plum +4.9,oval,49.7,19.6,orange,tangy,orange +1.9,round,14.8,45.3,pink,sweet,lychee +0.9,round,4.7,9.5,purple,sweet,grape +9.7,oval,429.8,137.6,pink,sweet,dragon fruit +7.5,round,263.7,110.2,red,sweet,pomegranate +9.1,long,125.2,43.6,yellow,sweet,banana +13.6,oval,1127.3,96.5,brown,tangy,pineapple +8.5,oval,175.5,65.8,green,sweet,pear +8.4,round,301,93.8,green,sweet,custard apple +3.1,oval,10.9,29.7,red,sweet,cherry +17.6,round,1138.3,90.2,brown,sweet,coconut +15.5,oval,1165.6,95.6,brown,tangy,pineapple +18.7,oval,1572.5,84.1,orange,sweet,papaya +8.4,oval,187.5,75.8,green,sweet,pear +19.9,oval,1532.4,84.6,orange,sweet,papaya +6.9,round,190.6,65.6,green,sour,guava +9.8,long,117.2,41.5,yellow,sweet,banana +1.1,round,5.2,10.4,purple,sweet,grape +7,round,260.2,125,red,sweet,pomegranate +1.1,round,4.7,39.2,blue,sweet,blueberry +7.3,round,240.7,127.2,red,sweet,pomegranate +26.3,round,2924.4,137.2,green,sweet,watermelon +7,round,236.8,112.8,red,sweet,pomegranate +7.4,round,285,86.1,green,sweet,custard apple +1.1,round,5,36.8,blue,sweet,blueberry +10.2,long,120.1,38.2,yellow,sweet,banana +3.2,oval,18.1,62.1,red,sweet,strawberry +8.2,round,302.2,91.1,green,sweet,custard apple +5.2,oval,78.7,108.9,brown,tangy,kiwi +1.1,round,4.9,10.8,purple,sweet,grape +4.6,oval,51.2,21.8,orange,tangy,orange +5.1,oval,79.5,93.3,brown,tangy,kiwi +9.7,oval,391.9,162.1,pink,sweet,dragon fruit +8.3,oval,234.2,121.7,yellow,sweet,mango +9.2,oval,244.1,113.1,yellow,sweet,mango +0.9,round,5.5,42.9,blue,sweet,blueberry +4.6,oval,50.2,20.9,orange,tangy,orange +16.6,round,1192.7,93.2,brown,sweet,coconut +8,round,295.8,84.3,green,sweet,custard apple +1.8,round,14.8,51.2,pink,sweet,lychee +2.8,oval,19.6,59.6,red,sweet,strawberry +6.8,round,200.1,64.6,green,sour,guava +4.5,oval,68.9,107.3,brown,tangy,kiwi +22.8,round,3017.5,158.6,green,sweet,watermelon +8.1,oval,247.4,118.9,yellow,sweet,mango +6.3,round,263.8,109.7,red,sweet,pomegranate +6.6,round,149.2,84.4,red,sweet,apple +2,round,15.6,52.4,pink,sweet,lychee +4.5,oval,48.4,21.8,orange,tangy,orange +3.7,round,54.9,70.5,purple,tangy,plum +4.8,oval,81.1,92.5,brown,tangy,kiwi +5.6,round,161.5,77.3,red,sweet,apple +4.1,round,46.6,66.9,purple,tangy,plum +7.5,round,328.9,85.9,green,sweet,custard apple +6.4,round,208.7,58.2,green,sour,guava +2,round,14.8,55,pink,sweet,lychee +16.1,oval,1115.6,86.5,brown,tangy,pineapple +6.8,round,218.9,65.3,green,sour,guava +4.9,oval,69.7,103.1,brown,tangy,kiwi +9.7,long,115.5,37.8,yellow,sweet,banana +0.9,round,5,9.7,purple,sweet,grape +8.4,round,318.8,92,green,sweet,custard apple +19.7,round,1300.8,96.1,brown,sweet,coconut +0.9,round,5.1,10.4,purple,sweet,grape +6.8,round,264.7,127.5,red,sweet,pomegranate +9.7,oval,240.5,119.1,yellow,sweet,mango +10.7,oval,371.5,139.3,pink,sweet,dragon fruit +0.9,round,5.5,9.8,purple,sweet,grape +16.3,oval,1294.4,87.6,brown,tangy,pineapple +9.7,oval,260.9,110.3,yellow,sweet,mango +5,oval,47.4,18.7,orange,tangy,orange +6.3,round,237,121.2,red,sweet,pomegranate +3.7,round,45.9,73.9,purple,tangy,plum +21.2,oval,1613.1,73,orange,sweet,papaya +10.7,long,126.2,38.8,yellow,sweet,banana +7.3,oval,163.9,66.9,green,sweet,pear +4.3,round,54.6,72.9,purple,tangy,plum +16.4,oval,1129.7,94.5,brown,tangy,pineapple +24.4,round,2946.2,156.6,green,sweet,watermelon +20.4,oval,1610.8,72.3,orange,sweet,papaya +8.4,oval,169.6,64.8,green,sweet,pear +7.9,oval,194.1,70.3,green,sweet,pear +8.5,oval,266.6,126.8,yellow,sweet,mango +9.3,oval,438.2,152.1,pink,sweet,dragon fruit +1.1,round,4.6,42.7,blue,sweet,blueberry +27.3,round,3281.5,145.8,green,sweet,watermelon +13.9,oval,1118.9,88.8,brown,tangy,pineapple +20.5,oval,1560.9,86,orange,sweet,papaya +5.3,oval,81,107.1,brown,tangy,kiwi +7.8,oval,175,70.8,green,sweet,pear +9.8,oval,405,138.7,pink,sweet,dragon fruit +4.6,oval,50.6,18.1,orange,tangy,orange +8.8,round,285.6,81.6,green,sweet,custard apple +4.6,oval,47.9,21.8,orange,tangy,orange +5,oval,69.2,94.9,brown,tangy,kiwi +18.5,oval,1528,86.3,orange,sweet,papaya +25.1,round,2894,153.8,green,sweet,watermelon +9.3,long,118.1,42,yellow,sweet,banana +10.4,oval,371.8,159.5,pink,sweet,dragon fruit +3.1,oval,21,54.2,red,sweet,strawberry +5,oval,45.8,18.9,orange,tangy,orange +1,round,5.5,41.7,blue,sweet,blueberry +9.2,long,119.8,41.4,yellow,sweet,banana +7.4,round,195.1,54.3,green,sour,guava +6.1,round,135.8,75.4,red,sweet,apple +6.4,round,217.9,59.2,green,sour,guava +13.5,oval,1189,83,brown,tangy,pineapple +26.8,round,3286.5,152.3,green,sweet,watermelon +1.1,round,4.6,9,purple,sweet,grape +7.4,round,228.2,115.1,red,sweet,pomegranate +10.1,oval,360.9,154,pink,sweet,dragon fruit +7.3,round,239.9,108.6,red,sweet,pomegranate +2.8,oval,21.3,59,red,sweet,strawberry +2.8,oval,21.1,59,red,sweet,strawberry +4.5,oval,74.6,99.5,brown,tangy,kiwi +2,round,15.7,46.8,pink,sweet,lychee +1.9,round,14.5,45.4,pink,sweet,lychee +0.9,round,5.1,9.2,purple,sweet,grape +6.4,round,158.8,86.9,red,sweet,apple +22,oval,1467.2,79.2,orange,sweet,papaya +14.4,oval,1124.3,96.2,brown,tangy,pineapple +1,round,5.4,9.7,purple,sweet,grape +22.6,round,3040.8,160.6,green,sweet,watermelon +8.6,oval,169.7,65.4,green,sweet,pear +16.4,oval,1304.4,84,brown,tangy,pineapple +8.3,oval,169.2,65.7,green,sweet,pear +23.1,round,2738.3,137.5,green,sweet,watermelon +2.1,round,14,54.5,pink,sweet,lychee +1,round,4.6,43.6,blue,sweet,blueberry +3.1,oval,18.6,64,red,sweet,strawberry +8.1,oval,167,69.3,green,sweet,pear +17.6,round,1201,108.4,brown,sweet,coconut +4.6,oval,53.5,21.3,orange,tangy,orange +8.1,round,322.1,82.9,green,sweet,custard apple +10.8,oval,369.2,156.8,pink,sweet,dragon fruit +2.8,oval,20.9,65.4,red,sweet,strawberry +3.3,oval,9.3,30.9,red,sweet,cherry +25.6,round,2892.5,156.7,green,sweet,watermelon +1.1,round,5.2,9.5,purple,sweet,grape +4.7,oval,54.8,18,orange,tangy,orange +9.9,oval,372.3,140,pink,sweet,dragon fruit +6.3,round,151.8,81.1,red,sweet,apple +15.4,oval,1304,96.4,brown,tangy,pineapple +15.2,oval,1094.8,97.4,brown,tangy,pineapple +7.7,round,229.4,123.8,red,sweet,pomegranate +7.6,oval,172.6,64.5,green,sweet,pear +7.2,round,211.5,56.6,green,sour,guava +2.7,oval,19.9,59.5,red,sweet,strawberry +6.5,round,245.8,113.8,red,sweet,pomegranate +1.1,round,5.2,37.1,blue,sweet,blueberry +2.7,oval,9.3,27.3,red,sweet,cherry +6.7,round,203.3,64.6,green,sour,guava +1.1,round,4.8,11,purple,sweet,grape +4.7,oval,49,20.3,orange,tangy,orange +2,round,15.6,52.8,pink,sweet,lychee +3.1,oval,9.8,32.5,red,sweet,cherry +19.5,oval,1386,82.2,orange,sweet,papaya +3,oval,18.9,59.2,red,sweet,strawberry +5.4,oval,48.7,21.2,orange,tangy,orange +1.1,round,4.9,9.9,purple,sweet,grape +9.2,oval,240.5,114.3,yellow,sweet,mango +6.4,round,186.6,55.7,green,sour,guava +8,round,275.5,94.3,green,sweet,custard apple +26.2,round,3027,160.4,green,sweet,watermelon +23.3,round,2970.7,154.1,green,sweet,watermelon +3.3,oval,20.5,54.9,red,sweet,strawberry +25.6,round,2930,150.1,green,sweet,watermelon +1,round,4.6,41.7,blue,sweet,blueberry +4.9,oval,73.2,91.3,brown,tangy,kiwi +3.2,oval,19.4,63.9,red,sweet,strawberry +0.9,round,4.9,10.6,purple,sweet,grape +23.6,round,3172.6,159.5,green,sweet,watermelon +18.5,round,1285.5,92.2,brown,sweet,coconut +0.9,round,5.2,42.2,blue,sweet,blueberry +4,round,52.7,64.7,purple,tangy,plum +3.2,oval,9.8,28.1,red,sweet,cherry +4.9,oval,78.6,91.7,brown,tangy,kiwi +2.8,oval,20.6,64.8,red,sweet,strawberry +4.7,oval,72.4,100.3,brown,tangy,kiwi +2,round,14.7,55,pink,sweet,lychee +1.8,round,14.2,45.3,pink,sweet,lychee +7,round,239.6,128.1,red,sweet,pomegranate +6.4,round,163.3,79.9,red,sweet,apple +2.7,oval,10.8,29.7,red,sweet,cherry +4.9,oval,78.3,93.7,brown,tangy,kiwi +7.3,round,241.2,110.9,red,sweet,pomegranate +18.2,round,1186.9,96.9,brown,sweet,coconut +16.2,oval,1287.9,93.6,brown,tangy,pineapple +19.3,round,1103.3,102.8,brown,sweet,coconut +4.5,oval,81.6,93.7,brown,tangy,kiwi +18.8,oval,1496.3,80.1,orange,sweet,papaya +9.3,oval,370.3,155.3,pink,sweet,dragon fruit +8.8,oval,264.9,128.1,yellow,sweet,mango +19.7,oval,1640.9,87.4,orange,sweet,papaya +10.4,long,118,38.8,yellow,sweet,banana +7.1,round,250.3,128.9,red,sweet,pomegranate +19.8,oval,1409.6,86.8,orange,sweet,papaya +2.9,oval,20.2,59.2,red,sweet,strawberry +3.1,oval,10.4,32.2,red,sweet,cherry +5.3,oval,74.5,94.9,brown,tangy,kiwi +7.8,oval,179.7,63.5,green,sweet,pear +0.9,round,4.9,39.9,blue,sweet,blueberry +8.5,oval,243.9,118.4,yellow,sweet,mango +4.9,oval,82,105,brown,tangy,kiwi +8.2,oval,254,115.7,yellow,sweet,mango +5.3,oval,82,108.3,brown,tangy,kiwi +9.2,oval,373.8,147.4,pink,sweet,dragon fruit +5.5,round,156.6,86.5,red,sweet,apple +7.7,round,180.1,65,green,sour,guava +7.3,round,277.7,96.5,green,sweet,custard apple +6.7,round,230,113.9,red,sweet,pomegranate +2.8,oval,10.5,30.1,red,sweet,cherry +3,oval,20.2,60,red,sweet,strawberry +25.7,round,2951,147.4,green,sweet,watermelon +10.6,long,126.7,38.5,yellow,sweet,banana +23.7,round,3003.5,141.6,green,sweet,watermelon +9.1,oval,235.4,111,yellow,sweet,mango +4.2,round,54,71.1,purple,tangy,plum +15.8,oval,1318.9,89.6,brown,tangy,pineapple +4.1,round,50.1,67.7,purple,tangy,plum +8.6,oval,170.7,67.5,green,sweet,pear +0.9,round,4.9,43.5,blue,sweet,blueberry +9,oval,268.2,118,yellow,sweet,mango +9.6,oval,272.5,126,yellow,sweet,mango +22.9,round,2862.6,149.2,green,sweet,watermelon +1.1,round,5.4,36.3,blue,sweet,blueberry +2.9,oval,21.4,64.6,red,sweet,strawberry +15.7,oval,1137.5,83,brown,tangy,pineapple +6.8,round,188.8,55.6,green,sour,guava +3.9,round,49.8,68.1,purple,tangy,plum +10.3,long,116.5,38.4,yellow,sweet,banana +9.4,oval,230.8,127.2,yellow,sweet,mango +7.2,round,282.9,91.6,green,sweet,custard apple +23.8,round,3287.4,151.1,green,sweet,watermelon +24.6,round,3206.5,160.9,green,sweet,watermelon +8.8,oval,173.5,72.4,green,sweet,pear +4,round,54.7,68.8,purple,tangy,plum +1.1,round,4.8,37.5,blue,sweet,blueberry +4.2,round,47,73.7,purple,tangy,plum +4.6,oval,50.5,20.2,orange,tangy,orange +2.9,oval,9.2,27.5,red,sweet,cherry +6.7,round,201.4,65.6,green,sour,guava +2.1,round,15.1,54.1,pink,sweet,lychee +15.2,oval,1238.2,94.6,brown,tangy,pineapple +25.5,round,3040.9,137.9,green,sweet,watermelon +0.9,round,4.8,10.6,purple,sweet,grape +20.5,oval,1378.2,77.8,orange,sweet,papaya +6.6,round,242.3,126.2,red,sweet,pomegranate +17.1,round,1163.2,106.1,brown,sweet,coconut +7.4,round,193.3,56.1,green,sour,guava +8.3,oval,181.2,63,green,sweet,pear +19.6,oval,1647.4,85.4,orange,sweet,papaya +8.8,oval,187,69.8,green,sweet,pear +6.8,round,234.4,114.1,red,sweet,pomegranate +6.4,round,138.5,80.2,red,sweet,apple +4.8,oval,79.7,107.3,brown,tangy,kiwi +9.2,oval,437.7,141.8,pink,sweet,dragon fruit +1.1,round,5.4,37.1,blue,sweet,blueberry +8.6,round,281.4,91.9,green,sweet,custard apple +7.6,round,198.6,61,green,sour,guava +4.8,oval,67.9,101.8,brown,tangy,kiwi +7.1,round,214.1,64.1,green,sour,guava +21.1,oval,1474.4,84,orange,sweet,papaya +6.4,round,193.9,63.7,green,sour,guava +24.7,round,3238.4,156.6,green,sweet,watermelon +13.6,oval,1268.4,98.6,brown,tangy,pineapple +4.9,oval,53.3,20.1,orange,tangy,orange +9.5,oval,425.2,136.7,pink,sweet,dragon fruit +8.3,oval,254.6,113.5,yellow,sweet,mango +10.8,long,127,41.7,yellow,sweet,banana +6.7,round,238.9,118.3,red,sweet,pomegranate +19.8,oval,1415.3,77.1,orange,sweet,papaya +9.2,oval,362,141.9,pink,sweet,dragon fruit +24.1,round,2895.6,157,green,sweet,watermelon +10.1,long,123,42.7,yellow,sweet,banana +8.1,round,297.5,90.5,green,sweet,custard apple +2,round,14.5,46.9,pink,sweet,lychee +18.3,oval,1617.6,74.8,orange,sweet,papaya +15.5,oval,1296.8,84.4,brown,tangy,pineapple +8.3,oval,240.1,119.8,yellow,sweet,mango +10.3,oval,370.7,160.6,pink,sweet,dragon fruit +19.9,oval,1512.9,74.6,orange,sweet,papaya +1,round,5,36,blue,sweet,blueberry +5.2,oval,49.9,20.8,orange,tangy,orange +3.1,oval,20.3,62,red,sweet,strawberry +10.1,long,115.6,40,yellow,sweet,banana +8.6,round,318.2,95.2,green,sweet,custard apple +24.5,round,2937.3,151.6,green,sweet,watermelon +5.5,round,158,86.4,red,sweet,apple +10.2,oval,365.2,138.3,pink,sweet,dragon fruit +7.4,round,285.5,83,green,sweet,custard apple +2.1,round,15.2,55,pink,sweet,lychee +3.9,round,51.4,70.4,purple,tangy,plum +1.1,round,5.3,9.6,purple,sweet,grape +14.2,oval,1144.5,98.8,brown,tangy,pineapple +14.2,oval,1260.8,90.6,brown,tangy,pineapple +1,round,4.5,41.4,blue,sweet,blueberry +3,oval,9.7,29.6,red,sweet,cherry +5.6,round,144.2,84.5,red,sweet,apple +7.3,round,232.1,108.6,red,sweet,pomegranate +8.2,oval,271.5,131,yellow,sweet,mango +1,round,4.5,10.4,purple,sweet,grape +9.7,long,127.2,36.2,yellow,sweet,banana +19.1,round,1186,92.1,brown,sweet,coconut +13.5,oval,1256.8,85.4,brown,tangy,pineapple +1.1,round,5.1,42.2,blue,sweet,blueberry +7.8,round,270.4,91.3,green,sweet,custard apple +3.8,round,53.2,69.5,purple,tangy,plum +5.4,oval,45.1,21.4,orange,tangy,orange +16.6,round,1104.5,94.8,brown,sweet,coconut +3,oval,9.6,28.8,red,sweet,cherry +2,round,15.4,52.3,pink,sweet,lychee +2.2,round,13.5,45.7,pink,sweet,lychee +18.8,oval,1399,76.5,orange,sweet,papaya +6.4,round,189.4,56,green,sour,guava +10.4,oval,421.8,148.8,pink,sweet,dragon fruit +1,round,4.9,40.8,blue,sweet,blueberry +3,oval,22,58.1,red,sweet,strawberry +8,round,318.8,94.7,green,sweet,custard apple +1.9,round,16.5,49.3,pink,sweet,lychee +3.7,round,51,69.1,purple,tangy,plum +1.9,round,15.5,48.4,pink,sweet,lychee +2.8,oval,9.5,32.7,red,sweet,cherry +6.9,round,206.9,56.6,green,sour,guava +10,long,116.2,37.6,yellow,sweet,banana +1.9,round,15.7,48.3,pink,sweet,lychee +6.9,round,201.9,55.2,green,sour,guava +14.1,oval,1239.9,88.5,brown,tangy,pineapple +4.3,round,51.9,69,purple,tangy,plum +1,round,4.8,10,purple,sweet,grape +9.1,long,113.5,36.9,yellow,sweet,banana +8.7,oval,170.8,74.3,green,sweet,pear +18.7,oval,1610.3,79.5,orange,sweet,papaya +4.7,oval,79.8,107.3,brown,tangy,kiwi +2.8,oval,10.3,30.2,red,sweet,cherry +24.6,round,2761.4,146.2,green,sweet,watermelon +7.8,round,308.6,87.9,green,sweet,custard apple +3.2,oval,9,27.6,red,sweet,cherry +3.2,oval,18.9,54.1,red,sweet,strawberry +7.1,round,234.4,126.8,red,sweet,pomegranate +7.5,oval,162.7,69.7,green,sweet,pear +7,round,263.6,109.4,red,sweet,pomegranate +14.6,oval,1242.5,93.7,brown,tangy,pineapple +8.4,oval,178.3,73.6,green,sweet,pear +0.9,round,4.9,9.1,purple,sweet,grape +10.6,oval,389.8,135.4,pink,sweet,dragon fruit +4.9,oval,81.3,106.2,brown,tangy,kiwi +7.5,round,312.9,96.5,green,sweet,custard apple +5.5,oval,47.4,19.4,orange,tangy,orange +10.7,long,127.8,42.2,yellow,sweet,banana +1.1,round,4.6,9.9,purple,sweet,grape +5,oval,50.4,20.4,orange,tangy,orange +3.8,round,48.9,76.5,purple,tangy,plum +8.4,oval,176.1,68.8,green,sweet,pear +9.7,oval,245.6,111.8,yellow,sweet,mango +5,oval,51.6,21.8,orange,tangy,orange +9.3,long,119.8,37,yellow,sweet,banana +2.1,round,14.1,50.1,pink,sweet,lychee +7.7,round,251.3,123.6,red,sweet,pomegranate +7,round,265,121.5,red,sweet,pomegranate +18.8,round,1293.5,101.8,brown,sweet,coconut +13.7,oval,1303.5,83.1,brown,tangy,pineapple +10.4,long,110,44,yellow,sweet,banana +7.8,oval,183.7,69.6,green,sweet,pear +15.8,oval,1152.8,93.2,brown,tangy,pineapple +7.6,round,218.4,58.9,green,sour,guava +23.6,round,3235.2,161.6,green,sweet,watermelon +5.8,round,150.7,77.9,red,sweet,apple +1.1,round,4.8,37.4,blue,sweet,blueberry +16.9,round,1297.2,105.3,brown,sweet,coconut +8.9,oval,233.4,112,yellow,sweet,mango +2.1,round,14.6,48,pink,sweet,lychee +1,round,4.8,39.3,blue,sweet,blueberry +3.1,oval,9.3,29.9,red,sweet,cherry +14.7,oval,1271.1,94.5,brown,tangy,pineapple +7.7,oval,172.8,70.8,green,sweet,pear +7.3,round,204.3,55,green,sour,guava +7.5,round,320.6,90.5,green,sweet,custard apple +3.2,oval,19.3,54,red,sweet,strawberry +10.9,oval,429.9,149.5,pink,sweet,dragon fruit +16.2,round,1118.5,105.6,brown,sweet,coconut +7.4,round,260.5,127,red,sweet,pomegranate +6.7,round,239.7,112.5,red,sweet,pomegranate +7.3,oval,192.5,68.7,green,sweet,pear +9.9,oval,386,156.5,pink,sweet,dragon fruit +10.9,long,128.4,40.8,yellow,sweet,banana +6.7,round,193.7,58.3,green,sour,guava +18.6,round,1285.5,94.2,brown,sweet,coconut +19.4,oval,1389.8,77.5,orange,sweet,papaya +3.7,round,52.8,66.7,purple,tangy,plum +5.5,round,153.7,82.7,red,sweet,apple +4.1,round,47.1,76.5,purple,tangy,plum +1.9,round,14.3,47.2,pink,sweet,lychee +14,oval,1138.3,95.9,brown,tangy,pineapple +9.9,long,126.4,38.1,yellow,sweet,banana +8.1,oval,165.8,70.5,green,sweet,pear +18.1,round,1182,98.7,brown,sweet,coconut +8.8,round,315.6,94.3,green,sweet,custard apple +21.1,oval,1484.5,86.6,orange,sweet,papaya +15.2,oval,1116.7,83.6,brown,tangy,pineapple +8.9,oval,246.8,118.6,yellow,sweet,mango +22.6,round,3080,145.7,green,sweet,watermelon +6.5,round,273.8,128.1,red,sweet,pomegranate +9.6,oval,391.8,142.8,pink,sweet,dragon fruit +0.9,round,4.8,9.1,purple,sweet,grape +9.2,oval,408.8,147.6,pink,sweet,dragon fruit +2,round,14.9,53.9,pink,sweet,lychee +4.7,oval,52.2,21.5,orange,tangy,orange +1,round,5.1,39,blue,sweet,blueberry +6.5,round,148.2,87.8,red,sweet,apple +0.9,round,4.6,10.1,purple,sweet,grape +4,round,46.4,75.4,purple,tangy,plum +2,round,15,50.9,pink,sweet,lychee +7.6,round,208.7,56.1,green,sour,guava +4.8,oval,53.3,21.2,orange,tangy,orange +9.4,oval,398.7,149.8,pink,sweet,dragon fruit +19.5,round,1255.8,94.4,brown,sweet,coconut +2.7,oval,20,56.4,red,sweet,strawberry +4.4,round,51.4,72.5,purple,tangy,plum +1.1,round,4.8,38.9,blue,sweet,blueberry +1,round,4.9,40.3,blue,sweet,blueberry +10.7,oval,367.1,141.7,pink,sweet,dragon fruit +18.7,round,1105.4,92.4,brown,sweet,coconut +13.8,oval,1197.1,94,brown,tangy,pineapple +25.7,round,2877.8,157.9,green,sweet,watermelon +8.1,oval,196.3,69.2,green,sweet,pear +7.2,round,218.8,56.8,green,sour,guava +7.7,oval,190.7,67.8,green,sweet,pear +15.8,oval,1109.4,93.3,brown,tangy,pineapple +2,round,14.5,54.8,pink,sweet,lychee +4.2,round,51.5,70.1,purple,tangy,plum +1,round,4.6,42.3,blue,sweet,blueberry +2,round,15.7,47.1,pink,sweet,lychee +8.5,round,307,92.2,green,sweet,custard apple +3.1,oval,20,65.2,red,sweet,strawberry +6.3,round,162.8,78.6,red,sweet,apple +3.3,oval,10,30.5,red,sweet,cherry +0.9,round,5.5,36.8,blue,sweet,blueberry +9.7,oval,233.4,120.1,yellow,sweet,mango +5.2,oval,45.7,18.5,orange,tangy,orange +1.9,round,16,51.6,pink,sweet,lychee +4.2,round,53.1,68.8,purple,tangy,plum +1.9,round,15.8,53.7,pink,sweet,lychee +16,oval,1180.9,95,brown,tangy,pineapple +7.3,round,327.3,83.8,green,sweet,custard apple +15.9,oval,1254.7,83.8,brown,tangy,pineapple +1,round,4.7,40.4,blue,sweet,blueberry +10.9,oval,389.8,153.6,pink,sweet,dragon fruit +4,round,49.6,73.1,purple,tangy,plum +4.5,oval,50.3,18.8,orange,tangy,orange +15,oval,1131,84.5,brown,tangy,pineapple +2.8,oval,20.9,55.2,red,sweet,strawberry +20.8,oval,1444.1,73.8,orange,sweet,papaya +10,long,121.5,41.5,yellow,sweet,banana +9.8,oval,270.6,124,yellow,sweet,mango +8.7,oval,252.1,126.9,yellow,sweet,mango +19.1,oval,1496.5,76.3,orange,sweet,papaya +9,oval,241.1,111.6,yellow,sweet,mango +4.6,oval,47.2,19.4,orange,tangy,orange +3.2,oval,10.6,28.8,red,sweet,cherry +15.4,oval,1164.1,95.8,brown,tangy,pineapple +7.9,round,316.5,91.4,green,sweet,custard apple +3.7,round,54.6,65.1,purple,tangy,plum +19.6,oval,1392.8,76.2,orange,sweet,papaya +3.7,round,52,76.8,purple,tangy,plum +3.3,oval,9.5,30.7,red,sweet,cherry +7.4,round,272.1,108.3,red,sweet,pomegranate +2.8,oval,10.5,32.3,red,sweet,cherry +3.1,oval,10.2,31.9,red,sweet,cherry +13.9,oval,1300.4,90.9,brown,tangy,pineapple +6.5,round,153.5,83.4,red,sweet,apple +18,round,1297.7,98.5,brown,sweet,coconut +8.3,round,294.1,83,green,sweet,custard apple +24.9,round,2955.9,151.3,green,sweet,watermelon +9.9,oval,399.8,163,pink,sweet,dragon fruit +3.8,round,50.1,65.1,purple,tangy,plum +4.4,round,53.5,76.7,purple,tangy,plum +5.8,round,142.1,81,red,sweet,apple +2.9,oval,19.1,54.8,red,sweet,strawberry +8.6,oval,254.1,124.6,yellow,sweet,mango +5.5,oval,48.8,18.9,orange,tangy,orange +17.4,round,1221.5,104.1,brown,sweet,coconut +15.8,oval,1309.1,94.7,brown,tangy,pineapple +16.2,oval,1145.6,91.2,brown,tangy,pineapple +7.4,oval,191.4,75.1,green,sweet,pear +5.7,round,140.7,77,red,sweet,apple +3.2,oval,10.3,30.8,red,sweet,cherry +2.1,round,14.9,51.8,pink,sweet,lychee +7.5,oval,166.2,64.7,green,sweet,pear +0.9,round,5.3,9.1,purple,sweet,grape +1,round,5.1,38.7,blue,sweet,blueberry +7.5,round,235.2,116.8,red,sweet,pomegranate +17,round,1136.7,106.5,brown,sweet,coconut +7.3,round,230.4,118.7,red,sweet,pomegranate +10.6,oval,386.4,147.8,pink,sweet,dragon fruit +5.1,oval,45.2,19.4,orange,tangy,orange +8.4,round,307.6,98,green,sweet,custard apple +19.5,round,1275.8,91.1,brown,sweet,coconut +1,round,5.3,43,blue,sweet,blueberry +7.2,round,205.2,59.3,green,sour,guava +7.6,round,242.9,120.8,red,sweet,pomegranate +9.2,oval,394.7,164.8,pink,sweet,dragon fruit +8.3,oval,191.3,65.3,green,sweet,pear +10.2,oval,378.8,139,pink,sweet,dragon fruit +7.3,round,286.2,92.9,green,sweet,custard apple +0.9,round,4.9,9.5,purple,sweet,grape +20.1,oval,1597.3,72.9,orange,sweet,papaya +5.4,oval,46.4,20.1,orange,tangy,orange +1,round,5.3,39.5,blue,sweet,blueberry +6.7,round,181.8,57.5,green,sour,guava +18.6,oval,1523.1,72.1,orange,sweet,papaya +2.8,oval,18.6,62.2,red,sweet,strawberry +19.5,round,1256.8,106,brown,sweet,coconut +5.1,oval,51.2,20.5,orange,tangy,orange +4.2,round,48.9,64.5,purple,tangy,plum +8.5,oval,274.6,119.8,yellow,sweet,mango +16.3,round,1178.8,101.9,brown,sweet,coconut +7.3,oval,175.1,72.9,green,sweet,pear +0.9,round,5.1,9.3,purple,sweet,grape +8.6,oval,165,66.4,green,sweet,pear +8.4,round,282.6,86.9,green,sweet,custard apple +7.1,round,225.4,129.9,red,sweet,pomegranate +6.9,round,243.3,128.5,red,sweet,pomegranate +2.2,round,14.6,50.6,pink,sweet,lychee +9.7,oval,403.7,135.6,pink,sweet,dragon fruit +8.5,oval,189,69.6,green,sweet,pear +4.6,oval,50.3,21.8,orange,tangy,orange +8.7,round,275.2,85.5,green,sweet,custard apple +2,round,15.1,54.4,pink,sweet,lychee +5.4,oval,54.4,18.4,orange,tangy,orange +4.3,round,52.1,75.7,purple,tangy,plum +20.6,oval,1598.5,73.9,orange,sweet,papaya +3.7,round,50.6,71.7,purple,tangy,plum +9.2,oval,421.5,136.6,pink,sweet,dragon fruit +24.7,round,3251.5,162.2,green,sweet,watermelon +15,oval,1238.7,92.2,brown,tangy,pineapple +8.1,round,284.9,87.4,green,sweet,custard apple +4.2,round,48.9,65.9,purple,tangy,plum +1,round,4.7,41.6,blue,sweet,blueberry +5.2,oval,52.7,19.8,orange,tangy,orange +10.9,oval,427.3,149.5,pink,sweet,dragon fruit +1,round,4.8,10.4,purple,sweet,grape +3.2,oval,9.6,32.6,red,sweet,cherry +21.5,oval,1643.4,78,orange,sweet,papaya +18.6,oval,1466.7,75.6,orange,sweet,papaya +9,oval,430.4,151.6,pink,sweet,dragon fruit +9.8,long,123,39.9,yellow,sweet,banana +10.4,long,111,41.6,yellow,sweet,banana +10,oval,374.7,139.4,pink,sweet,dragon fruit +3,oval,10.5,32.1,red,sweet,cherry +3.9,round,46.2,73.9,purple,tangy,plum +14,oval,1130,91,brown,tangy,pineapple +8.8,round,310,86.1,green,sweet,custard apple +23,round,2717.6,151.4,green,sweet,watermelon +7.7,oval,173.8,76.2,green,sweet,pear +8.2,oval,165.6,70.7,green,sweet,pear +19.8,round,1136.4,109.6,brown,sweet,coconut +2.2,round,14,52.9,pink,sweet,lychee +4.9,oval,45.6,21.7,orange,tangy,orange +7.9,round,312.1,86.1,green,sweet,custard apple +1.1,round,5,37.1,blue,sweet,blueberry +8.6,oval,236.8,113.9,yellow,sweet,mango +6.6,round,247.3,120.8,red,sweet,pomegranate +6.3,round,244.2,126.7,red,sweet,pomegranate +4.3,round,46.8,76,purple,tangy,plum +8.1,oval,263.6,118.5,yellow,sweet,mango +19.5,oval,1381.6,79.2,orange,sweet,papaya +5.4,oval,49.5,18.2,orange,tangy,orange +4.2,round,49.5,76.5,purple,tangy,plum +1.9,round,14.7,45.2,pink,sweet,lychee +7.8,oval,169.9,67.8,green,sweet,pear +6.5,round,202.4,55.2,green,sour,guava +10,long,109,39,yellow,sweet,banana +8.4,oval,266.6,129.8,yellow,sweet,mango +8.6,oval,244.5,113.4,yellow,sweet,mango +8.2,oval,192.6,63.6,green,sweet,pear +3.8,round,48.8,66,purple,tangy,plum +0.9,round,5.4,36.7,blue,sweet,blueberry +5.4,round,145.4,76.6,red,sweet,apple +2.8,oval,20.1,57.9,red,sweet,strawberry +1.1,round,5.2,11,purple,sweet,grape +1.8,round,14,45.9,pink,sweet,lychee +5.3,oval,51.2,21.3,orange,tangy,orange +2.1,round,15.1,46.5,pink,sweet,lychee +8.4,oval,168.2,64,green,sweet,pear +5.4,oval,76.1,93,brown,tangy,kiwi +21.9,oval,1383.7,79.1,orange,sweet,papaya +19,oval,1393.6,79.8,orange,sweet,papaya +4.6,oval,49.2,20.9,orange,tangy,orange +4.6,oval,54.1,21.7,orange,tangy,orange +3.8,round,52.6,70.7,purple,tangy,plum +8.4,oval,176.5,72.2,green,sweet,pear +1,round,5.3,9.9,purple,sweet,grape +3.3,oval,10.3,27.3,red,sweet,cherry +6.6,round,268.8,113.2,red,sweet,pomegranate +7.5,round,307.9,97.5,green,sweet,custard apple +5.3,oval,73.1,93.9,brown,tangy,kiwi +26.3,round,2876.5,147.5,green,sweet,watermelon +3.1,oval,9.8,28.5,red,sweet,cherry +5.8,round,140.8,87.8,red,sweet,apple +8.7,round,276.6,87.5,green,sweet,custard apple +7.8,round,322.1,86.6,green,sweet,custard apple +10.7,oval,430.6,161.2,pink,sweet,dragon fruit +6.5,round,188.3,57.5,green,sour,guava +9.5,long,115.8,42.5,yellow,sweet,banana +3.1,oval,9.4,27.4,red,sweet,cherry +5.4,oval,48.4,21,orange,tangy,orange +3,oval,21,65.4,red,sweet,strawberry +4.7,oval,48,19.2,orange,tangy,orange +6.3,round,196,55.3,green,sour,guava +5,oval,48.2,21.6,orange,tangy,orange +2.9,oval,18.9,55.4,red,sweet,strawberry +1,round,4.7,42.1,blue,sweet,blueberry +19.7,round,1107.3,95.4,brown,sweet,coconut +16.2,oval,1269,84,brown,tangy,pineapple +1,round,5.1,37.6,blue,sweet,blueberry +2.7,oval,9.6,31.4,red,sweet,cherry +8.6,oval,196.6,63,green,sweet,pear +1,round,5.2,9,purple,sweet,grape +4.9,oval,47.6,20.6,orange,tangy,orange +10.7,oval,439,138.4,pink,sweet,dragon fruit +23.7,round,3152.2,142.9,green,sweet,watermelon +10.1,oval,372.7,155.6,pink,sweet,dragon fruit +7.5,oval,180,64.9,green,sweet,pear +0.9,round,5.2,10.6,purple,sweet,grape +17.3,round,1278.4,96,brown,sweet,coconut +8.7,oval,252.5,111.5,yellow,sweet,mango +8.3,round,326.1,86.5,green,sweet,custard apple +8,round,329.6,95.8,green,sweet,custard apple +6.7,round,271.7,114.6,red,sweet,pomegranate +23.5,round,3297.1,147.4,green,sweet,watermelon +2.1,round,14.7,52.5,pink,sweet,lychee +10.7,long,115.8,38.2,yellow,sweet,banana +8.7,round,323.9,91,green,sweet,custard apple +6.5,round,143,75.9,red,sweet,apple +9.6,oval,246.6,130.9,yellow,sweet,mango +4.6,oval,50.4,21.9,orange,tangy,orange +6.8,round,231.9,118.1,red,sweet,pomegranate +4.8,oval,74.2,102.4,brown,tangy,kiwi +0.9,round,4.5,36,blue,sweet,blueberry +9.7,oval,266,112.8,yellow,sweet,mango +3.2,oval,21.3,57.1,red,sweet,strawberry +5.5,round,154.7,83.3,red,sweet,apple +14.2,oval,1153.7,82.9,brown,tangy,pineapple +25.8,round,2983.9,144.1,green,sweet,watermelon +3.1,oval,9.9,31.6,red,sweet,cherry +2.1,round,14.3,45.4,pink,sweet,lychee +2.2,round,16.1,54.2,pink,sweet,lychee +1,round,4.6,37.4,blue,sweet,blueberry +3.1,oval,9.5,32.4,red,sweet,cherry +6.3,round,163.1,79.4,red,sweet,apple +1.1,round,4.9,38.3,blue,sweet,blueberry +10.7,long,114.8,41.1,yellow,sweet,banana +3.6,round,52.2,65.4,purple,tangy,plum +8.6,oval,274.8,114.8,yellow,sweet,mango +9.3,long,115.8,38.1,yellow,sweet,banana +10.3,long,131.1,43.1,yellow,sweet,banana +19,oval,1590.4,82.5,orange,sweet,papaya +5.4,oval,49.7,21.9,orange,tangy,orange +9,oval,260.9,121.8,yellow,sweet,mango +8.1,oval,251.3,108.7,yellow,sweet,mango +2.8,oval,19.8,62.2,red,sweet,strawberry +15.4,oval,1227.4,94.9,brown,tangy,pineapple +3.3,oval,10.9,32.2,red,sweet,cherry +7.6,round,187,63.6,green,sour,guava +3.2,oval,9.5,27.3,red,sweet,cherry +7.8,round,317.4,92.7,green,sweet,custard apple +7.7,oval,163.5,63.5,green,sweet,pear +1,round,5.2,9,purple,sweet,grape +3.7,round,50.3,71.9,purple,tangy,plum +3.8,round,52.1,63.2,purple,tangy,plum +4.1,round,52.5,70.3,purple,tangy,plum +1,round,5.5,43.4,blue,sweet,blueberry +3.3,oval,10.2,29.5,red,sweet,cherry +19.3,oval,1542.2,74.2,orange,sweet,papaya +4,round,49.7,73,purple,tangy,plum +19.7,oval,1596.2,87.8,orange,sweet,papaya +24.1,round,2920,158.2,green,sweet,watermelon +8.9,oval,252.4,109.5,yellow,sweet,mango +3.3,oval,20.3,54.3,red,sweet,strawberry +15.8,oval,1291.1,95,brown,tangy,pineapple +7.3,round,180.2,60.2,green,sour,guava +10.9,long,125.7,36.9,yellow,sweet,banana +4.9,oval,49.9,19.1,orange,tangy,orange +16.8,round,1250.7,105,brown,sweet,coconut +7.2,round,214.7,61.8,green,sour,guava +2.2,round,15.1,49,pink,sweet,lychee +1,round,5.5,42.2,blue,sweet,blueberry +15.4,oval,1299.8,93.2,brown,tangy,pineapple +15.1,oval,1292,96.5,brown,tangy,pineapple +1,round,4.5,10.3,purple,sweet,grape +7.6,round,247.6,121.9,red,sweet,pomegranate +4,round,50.6,69.6,purple,tangy,plum +5.8,round,162.5,82,red,sweet,apple +10.1,long,125.5,40,yellow,sweet,banana +9.3,oval,236,122.7,yellow,sweet,mango +1.1,round,5.4,37,blue,sweet,blueberry +6.8,round,269.9,112.7,red,sweet,pomegranate +10.7,oval,395.3,137.1,pink,sweet,dragon fruit +15.7,oval,1144.2,87.7,brown,tangy,pineapple +8.5,oval,182,66,green,sweet,pear +9.6,long,116.3,41.1,yellow,sweet,banana +3,oval,19.1,63.9,red,sweet,strawberry +7.1,round,202.8,63.3,green,sour,guava +10.3,long,114,37.4,yellow,sweet,banana +8.6,oval,164.9,64.1,green,sweet,pear +4.5,oval,79,93.2,brown,tangy,kiwi +5,oval,46.6,21,orange,tangy,orange +5.3,oval,52.8,18.8,orange,tangy,orange +6.4,round,273.1,112.1,red,sweet,pomegranate +17.5,round,1158.9,99.5,brown,sweet,coconut +26.2,round,3188.4,161.7,green,sweet,watermelon +0.9,round,4.8,9.9,purple,sweet,grape +8.6,oval,226.5,123.4,yellow,sweet,mango +23.8,round,2839.8,157.1,green,sweet,watermelon +7.7,oval,190,74,green,sweet,pear +26,round,2939.4,140.8,green,sweet,watermelon +9,oval,249.5,125.5,yellow,sweet,mango +25.8,round,3179.8,163.2,green,sweet,watermelon +8.2,oval,234.9,122.5,yellow,sweet,mango +17.8,round,1224.6,102.7,brown,sweet,coconut +5.7,round,154.2,86.9,red,sweet,apple +6.4,round,219.5,60.1,green,sour,guava +8.4,oval,273.9,120.4,yellow,sweet,mango +20.5,oval,1449.1,75.3,orange,sweet,papaya +4.6,oval,50.2,20.8,orange,tangy,orange +9.7,oval,238.2,110.8,yellow,sweet,mango +22.6,round,2970.9,145.2,green,sweet,watermelon +6.3,round,153.9,79.5,red,sweet,apple +8.2,oval,197.7,75.3,green,sweet,pear +1,round,5.1,9.8,purple,sweet,grape +9.5,oval,269.9,112.2,yellow,sweet,mango +6.9,round,205.6,57,green,sour,guava +2.1,round,16,48.3,pink,sweet,lychee +9.1,oval,225.2,131.6,yellow,sweet,mango +1.1,round,4.8,9.9,purple,sweet,grape +1.1,round,5.1,9.6,purple,sweet,grape +2,round,16.2,48.1,pink,sweet,lychee +5.2,oval,80.4,109.8,brown,tangy,kiwi +2.2,round,14.5,48.5,pink,sweet,lychee +7.2,round,320.7,83.8,green,sweet,custard apple +6.4,round,188.4,54.3,green,sour,guava +3,oval,19.7,60.1,red,sweet,strawberry +0.9,round,5.2,42.7,blue,sweet,blueberry +2.8,oval,19.1,59.9,red,sweet,strawberry +4.1,round,53,74.8,purple,tangy,plum +3.1,oval,10.4,29.6,red,sweet,cherry +8.5,round,270.6,94.5,green,sweet,custard apple +15.9,oval,1176.9,96,brown,tangy,pineapple +10.5,oval,410.6,138.6,pink,sweet,dragon fruit +8.3,oval,170.4,72.8,green,sweet,pear +16.1,oval,1140.5,91.6,brown,tangy,pineapple +19.4,round,1235.5,95.9,brown,sweet,coconut +14.2,oval,1169.2,94.3,brown,tangy,pineapple +14.4,oval,1173.2,98.8,brown,tangy,pineapple +2,round,15.6,48.3,pink,sweet,lychee +10.3,oval,395.9,153.2,pink,sweet,dragon fruit +4.7,oval,50,18.6,orange,tangy,orange +2.1,round,15.3,45.6,pink,sweet,lychee +18.6,round,1165.1,100,brown,sweet,coconut +9.7,oval,400.2,156.1,pink,sweet,dragon fruit +3.9,round,49.7,68.7,purple,tangy,plum +3.8,round,51.5,72,purple,tangy,plum +7.4,round,328.8,95,green,sweet,custard apple +2.1,round,15.5,52.9,pink,sweet,lychee +2.1,round,15.5,45.3,pink,sweet,lychee +1.1,round,5,39.9,blue,sweet,blueberry +1,round,5.3,42.7,blue,sweet,blueberry +18.5,round,1168.6,106,brown,sweet,coconut +8.2,oval,176.1,73.3,green,sweet,pear +8.4,oval,174,76.9,green,sweet,pear +10.7,long,127,39,yellow,sweet,banana +5,oval,47.6,19.4,orange,tangy,orange +23.5,round,3177.4,145.9,green,sweet,watermelon +7.8,round,300.7,96,green,sweet,custard apple +1,round,5.1,10.9,purple,sweet,grape +20.7,oval,1434.9,74.1,orange,sweet,papaya +13.8,oval,1084.1,85.2,brown,tangy,pineapple +4.7,oval,72.2,106,brown,tangy,kiwi +25,round,2992.9,162.5,green,sweet,watermelon +7.5,round,207.6,62.7,green,sour,guava +2.9,oval,21,56.6,red,sweet,strawberry +5.3,oval,50.8,19.4,orange,tangy,orange +4.7,oval,69.3,107.8,brown,tangy,kiwi +8.8,oval,166.9,71.4,green,sweet,pear +14.4,oval,1131.2,91.9,brown,tangy,pineapple +6.3,round,144.6,77.3,red,sweet,apple +14.4,oval,1085.9,98.4,brown,tangy,pineapple +8,round,315.8,82.8,green,sweet,custard apple +10.5,oval,401.9,148.7,pink,sweet,dragon fruit +7.7,round,259.2,117.6,red,sweet,pomegranate +7.3,round,184.2,58.5,green,sour,guava +10.3,oval,373.2,140.8,pink,sweet,dragon fruit +6,round,152.5,75,red,sweet,apple +5.5,round,141.6,76.3,red,sweet,apple +1.1,round,4.6,11,purple,sweet,grape +2.2,round,14.6,50.5,pink,sweet,lychee +25.9,round,2982.1,147.3,green,sweet,watermelon +26.7,round,3274.9,159.2,green,sweet,watermelon +7.6,round,236.7,129.1,red,sweet,pomegranate +18.3,oval,1421.9,86.5,orange,sweet,papaya +5.8,round,162.4,76,red,sweet,apple +8.1,round,329.3,87.2,green,sweet,custard apple +3.8,round,51,72.3,purple,tangy,plum +10.8,long,114.2,39.3,yellow,sweet,banana +16.5,oval,1096.4,86.6,brown,tangy,pineapple +16.5,oval,1084.2,91,brown,tangy,pineapple +3.7,round,45.9,75.7,purple,tangy,plum +7.3,round,273.8,83.3,green,sweet,custard apple +16.8,round,1166.2,91.2,brown,sweet,coconut +1.1,round,4.6,39.7,blue,sweet,blueberry +3,oval,21.2,61,red,sweet,strawberry +5.5,oval,45.1,21.5,orange,tangy,orange +7.9,round,270.8,96.9,green,sweet,custard apple +1,round,5,9.6,purple,sweet,grape +16.9,round,1281.4,100.6,brown,sweet,coconut +7.5,round,237.1,123.6,red,sweet,pomegranate +10.9,long,111.1,42.7,yellow,sweet,banana +3.1,oval,21.8,62,red,sweet,strawberry +21,oval,1597.3,85,orange,sweet,papaya +25.1,round,3243.8,153.3,green,sweet,watermelon +0.9,round,5.3,10.1,purple,sweet,grape +9.5,oval,246.5,126.3,yellow,sweet,mango +5,oval,77.7,97.6,brown,tangy,kiwi +9.6,long,111.5,39.3,yellow,sweet,banana +8.6,round,308,92.9,green,sweet,custard apple +5.1,oval,52.3,20.6,orange,tangy,orange +18.5,round,1114.6,91.1,brown,sweet,coconut +16.5,round,1206.3,109.4,brown,sweet,coconut +19.3,round,1207.7,103.5,brown,sweet,coconut +24.1,round,3195.3,139.5,green,sweet,watermelon +0.9,round,4.8,41.5,blue,sweet,blueberry +1,round,5.3,9.7,purple,sweet,grape +16.3,oval,1246.8,89.5,brown,tangy,pineapple +1,round,5.1,38.3,blue,sweet,blueberry +3.7,round,53.5,73.5,purple,tangy,plum +15.3,oval,1306.8,95.4,brown,tangy,pineapple +9.5,oval,265.9,108.1,yellow,sweet,mango +9.4,oval,240.5,127.3,yellow,sweet,mango +6.6,round,264.7,118.4,red,sweet,pomegranate +8.6,oval,162,73,green,sweet,pear +5.1,oval,47.8,18.9,orange,tangy,orange +0.9,round,5.2,42.8,blue,sweet,blueberry +8.7,oval,180,70.5,green,sweet,pear +9,long,119.1,36.1,yellow,sweet,banana +8.5,oval,189.4,75.6,green,sweet,pear +1,round,5.3,43,blue,sweet,blueberry +1,round,5,10.6,purple,sweet,grape +7.4,round,286.2,97.2,green,sweet,custard apple +5.3,oval,51.5,21.7,orange,tangy,orange +8.5,oval,166.3,69.5,green,sweet,pear +7.1,round,199.8,62.1,green,sour,guava +25.2,round,3273.1,159.9,green,sweet,watermelon +3.1,oval,9.4,32.8,red,sweet,cherry +6.6,round,196.6,56.4,green,sour,guava +9.8,long,117.1,41.7,yellow,sweet,banana +5.2,oval,78.6,98.2,brown,tangy,kiwi +8.8,oval,254.8,127.5,yellow,sweet,mango +5.4,oval,50.6,21,orange,tangy,orange +2.9,oval,10.6,29.7,red,sweet,cherry +3.6,round,53.2,63.9,purple,tangy,plum +20.9,oval,1615.9,83.4,orange,sweet,papaya +1,round,4.8,41.1,blue,sweet,blueberry +5.5,round,136.3,75.5,red,sweet,apple +1.1,round,5.4,37.7,blue,sweet,blueberry +4.8,oval,78.4,103.5,brown,tangy,kiwi +6.9,round,241.7,112.2,red,sweet,pomegranate +9.6,oval,370.5,159.1,pink,sweet,dragon fruit +0.9,round,5.2,10.9,purple,sweet,grape +0.9,round,4.5,38.8,blue,sweet,blueberry +8.9,oval,259.7,131.8,yellow,sweet,mango +9.7,oval,259.5,122.5,yellow,sweet,mango +15.7,oval,1216.1,91.8,brown,tangy,pineapple +4.1,round,54.8,68.7,purple,tangy,plum +8.1,oval,170.7,73.6,green,sweet,pear +11,oval,414.9,164.4,pink,sweet,dragon fruit +2.1,round,14.9,46.4,pink,sweet,lychee +3.2,oval,9.5,32,red,sweet,cherry +1.1,round,4.6,42.2,blue,sweet,blueberry +2.2,round,15.3,49.7,pink,sweet,lychee +9.2,oval,242.1,124.4,yellow,sweet,mango +0.9,round,5.5,42.2,blue,sweet,blueberry +7.5,round,267.7,121.5,red,sweet,pomegranate +3.9,round,48.4,70,purple,tangy,plum +1,round,5,9.4,purple,sweet,grape +9.2,oval,259.7,118.5,yellow,sweet,mango +13.5,oval,1128,91.2,brown,tangy,pineapple +9.9,long,128.9,42,yellow,sweet,banana +3.8,round,47.2,70.4,purple,tangy,plum +9.6,long,109.7,37.8,yellow,sweet,banana +4.3,round,51.2,76.1,purple,tangy,plum +5.2,oval,46.4,19.7,orange,tangy,orange +20,oval,1362,86.5,orange,sweet,papaya +5.5,round,138.7,72.9,red,sweet,apple +7.5,round,196.5,54.3,green,sour,guava +0.9,round,4.7,9.6,purple,sweet,grape +0.9,round,4.6,9.4,purple,sweet,grape +9.5,long,108.5,40.1,yellow,sweet,banana +5.6,round,147.7,73.3,red,sweet,apple +4.8,oval,75,105.8,brown,tangy,kiwi +7.2,round,210.2,55.9,green,sour,guava +5,oval,69.1,95.9,brown,tangy,kiwi +3.1,oval,9.1,30.7,red,sweet,cherry +3.6,round,50.2,64.9,purple,tangy,plum +0.9,round,5.2,9.1,purple,sweet,grape +3.9,round,46.2,64,purple,tangy,plum +4.8,oval,74.6,91.9,brown,tangy,kiwi +16.3,round,1246.4,109.5,brown,sweet,coconut +19.4,round,1175.2,102.7,brown,sweet,coconut +5.1,oval,47.2,20.7,orange,tangy,orange +23.6,round,2920.6,155.6,green,sweet,watermelon +1,round,5.4,10.8,purple,sweet,grape +6.1,round,135.3,87.1,red,sweet,apple +5.8,round,142.8,79.2,red,sweet,apple +1,round,4.8,10.4,purple,sweet,grape +3.8,round,52.7,65.6,purple,tangy,plum +6.7,round,235.6,126.6,red,sweet,pomegranate +4.8,oval,52.7,18.1,orange,tangy,orange +16.8,round,1301,90.6,brown,sweet,coconut +1,round,4.5,43.8,blue,sweet,blueberry +6.7,round,253.9,111.3,red,sweet,pomegranate +9.8,long,127.3,42.8,yellow,sweet,banana +17,round,1239.3,100.2,brown,sweet,coconut +7.4,round,272.7,121.5,red,sweet,pomegranate +16.6,round,1132.1,98.5,brown,sweet,coconut +4.5,oval,77.1,97.3,brown,tangy,kiwi +3.2,oval,10.9,32.5,red,sweet,cherry +1.1,round,4.5,38.3,blue,sweet,blueberry +1,round,5.5,38.4,blue,sweet,blueberry +14.8,oval,1193.8,87.3,brown,tangy,pineapple +7.3,round,326.4,92.4,green,sweet,custard apple +5.1,oval,77.9,106.2,brown,tangy,kiwi +9.2,oval,249.4,114.4,yellow,sweet,mango +1,round,5.4,39.2,blue,sweet,blueberry +22.9,round,3049.4,159.3,green,sweet,watermelon +4.8,oval,69.9,100.4,brown,tangy,kiwi +3.8,round,51.8,76.7,purple,tangy,plum +7.7,oval,168.3,67.6,green,sweet,pear +24.5,round,3090.3,143.3,green,sweet,watermelon +10.1,long,113.8,41.3,yellow,sweet,banana +8.1,round,305.4,96.2,green,sweet,custard apple +7.3,round,256.4,115.5,red,sweet,pomegranate +1,round,5.5,36.8,blue,sweet,blueberry +3.2,oval,10.3,30.1,red,sweet,cherry +3.8,round,54.8,74.9,purple,tangy,plum +8.9,oval,237.9,108.4,yellow,sweet,mango +26.5,round,3237.2,158.2,green,sweet,watermelon +1,round,5.4,40.3,blue,sweet,blueberry +7.3,round,191,59.1,green,sour,guava +26.3,round,2936.9,156.1,green,sweet,watermelon +9.7,long,121.5,40.9,yellow,sweet,banana +5.1,oval,69.4,102.4,brown,tangy,kiwi +4.7,oval,48.9,20,orange,tangy,orange +7.5,round,280.7,87.7,green,sweet,custard apple +7.1,round,181.5,63.1,green,sour,guava +7.6,round,242.1,118.4,red,sweet,pomegranate +9.4,long,131.9,38.1,yellow,sweet,banana +18.8,oval,1534.8,86.5,orange,sweet,papaya +6.3,round,185.5,65.4,green,sour,guava +4.2,round,52.8,76,purple,tangy,plum +0.9,round,5.2,37.1,blue,sweet,blueberry +2.8,oval,21,61.8,red,sweet,strawberry +9.7,oval,432.1,161.6,pink,sweet,dragon fruit +14.6,oval,1237.9,97.9,brown,tangy,pineapple +6.6,round,138.7,80,red,sweet,apple +10.1,long,128.4,37,yellow,sweet,banana +19.6,oval,1582.7,85.4,orange,sweet,papaya +14.4,oval,1271.2,86.1,brown,tangy,pineapple +13.6,oval,1217.3,92,brown,tangy,pineapple +2.9,oval,18.8,55.3,red,sweet,strawberry +1,round,4.7,40.9,blue,sweet,blueberry +1.1,round,5.5,37.8,blue,sweet,blueberry +9.4,oval,268,109.5,yellow,sweet,mango +1,round,5.3,10.1,purple,sweet,grape +10.8,long,112.5,38.6,yellow,sweet,banana +2.1,round,15.6,51.8,pink,sweet,lychee +10.6,long,126.8,42.2,yellow,sweet,banana +10.6,long,121.3,42.1,yellow,sweet,banana +4.1,round,47.7,68.3,purple,tangy,plum +0.9,round,4.9,10.9,purple,sweet,grape +4.3,round,53.9,76.2,purple,tangy,plum +0.9,round,4.6,10,purple,sweet,grape +7.5,oval,173.4,64.9,green,sweet,pear +18.2,round,1247.9,109.6,brown,sweet,coconut +2,round,14.2,50.8,pink,sweet,lychee +20.7,oval,1466.2,82.4,orange,sweet,papaya +16.4,oval,1240.6,93.3,brown,tangy,pineapple +19,oval,1421.6,77.2,orange,sweet,papaya +4.1,round,52.5,64.2,purple,tangy,plum +0.9,round,4.8,37.4,blue,sweet,blueberry +22.7,round,3074,151.9,green,sweet,watermelon +6.4,round,217.7,56.4,green,sour,guava +22.8,round,3262.1,143.4,green,sweet,watermelon +15.7,oval,1249.3,91.4,brown,tangy,pineapple +8.7,oval,167.8,75.4,green,sweet,pear +16.9,round,1262,92.4,brown,sweet,coconut +6.9,round,189.2,63.5,green,sour,guava +18.3,oval,1602.2,79,orange,sweet,papaya +2.7,oval,18.2,59.2,red,sweet,strawberry +5.5,round,150.2,87.6,red,sweet,apple +6.9,round,240.1,111.6,red,sweet,pomegranate +3.8,round,47.3,65.4,purple,tangy,plum +8.7,oval,241.2,109,yellow,sweet,mango +5.4,oval,52.4,18.7,orange,tangy,orange +0.9,round,5.5,9,purple,sweet,grape +1,round,5.2,42.5,blue,sweet,blueberry +20.2,oval,1443.4,86.8,orange,sweet,papaya +4,round,46.8,75.2,purple,tangy,plum +7.2,round,231.5,112.6,red,sweet,pomegranate +7.2,round,189.6,57.9,green,sour,guava +8.2,oval,241.1,131.3,yellow,sweet,mango +8.1,round,303.6,85.2,green,sweet,custard apple +3,oval,21.5,56.6,red,sweet,strawberry +6.6,round,159.7,80.8,red,sweet,apple +18.8,round,1192.3,105.4,brown,sweet,coconut +20.6,oval,1492.1,78,orange,sweet,papaya +9.2,oval,228.5,121.4,yellow,sweet,mango +9.4,oval,230,124.3,yellow,sweet,mango +2.9,oval,18.5,61.9,red,sweet,strawberry +19.3,oval,1501.5,80.4,orange,sweet,papaya +8.1,round,278,87.3,green,sweet,custard apple +9.8,long,128.6,40.3,yellow,sweet,banana +1.8,round,14.1,48.7,pink,sweet,lychee +7.2,oval,166.1,63.4,green,sweet,pear +3,oval,20.9,58.7,red,sweet,strawberry +5.2,oval,77.5,107.5,brown,tangy,kiwi +1,round,5.2,39.5,blue,sweet,blueberry +1.1,round,5,9.9,purple,sweet,grape +3.6,round,45.6,63.3,purple,tangy,plum +10,oval,401.7,149.6,pink,sweet,dragon fruit +4.3,round,49.1,63.8,purple,tangy,plum +9.9,oval,365,147.4,pink,sweet,dragon fruit +3.8,round,51.3,76.2,purple,tangy,plum +16.9,round,1185.5,102.6,brown,sweet,coconut +1.9,round,15,47.1,pink,sweet,lychee +7,round,255.1,112.6,red,sweet,pomegranate +1.9,round,15.6,49.4,pink,sweet,lychee +21.1,oval,1644.1,86.9,orange,sweet,papaya +4,round,45.4,73.1,purple,tangy,plum +4.6,oval,79.7,98.3,brown,tangy,kiwi +6.2,round,147.9,78.3,red,sweet,apple +3.1,oval,10.4,27.8,red,sweet,cherry +25.7,round,3226.2,164.3,green,sweet,watermelon +8.4,oval,189.2,66.6,green,sweet,pear +6.8,round,255.9,113.4,red,sweet,pomegranate +17.2,round,1172.5,101.4,brown,sweet,coconut +2.7,oval,10.5,29.1,red,sweet,cherry +19.3,oval,1540.9,75.4,orange,sweet,papaya +10.7,oval,411,142.5,pink,sweet,dragon fruit +3,oval,10.7,29.6,red,sweet,cherry +7.9,round,302.1,97.8,green,sweet,custard apple +1,round,4.6,39.4,blue,sweet,blueberry +3,oval,9.5,30.1,red,sweet,cherry +5.4,oval,79,98.2,brown,tangy,kiwi +9.5,oval,232.6,114.1,yellow,sweet,mango +8.9,oval,232.9,117.2,yellow,sweet,mango +10.2,oval,426.7,159.1,pink,sweet,dragon fruit +18.3,round,1315,91.8,brown,sweet,coconut +6.6,round,229.8,114.9,red,sweet,pomegranate +7.2,round,315.8,96.9,green,sweet,custard apple +5.3,oval,73.5,98.2,brown,tangy,kiwi +4.7,oval,78.7,100.5,brown,tangy,kiwi +4.6,oval,71.4,91.6,brown,tangy,kiwi +17.9,round,1150.7,91.6,brown,sweet,coconut +7.3,round,193.4,56.6,green,sour,guava +9.5,long,127.1,42.5,yellow,sweet,banana +24.2,round,3176.4,158,green,sweet,watermelon +21.2,oval,1637.3,76.5,orange,sweet,papaya +5.2,oval,73,94.2,brown,tangy,kiwi +8.4,round,327.3,92.3,green,sweet,custard apple +23.5,round,2706.3,150.3,green,sweet,watermelon +5.3,oval,74,108,brown,tangy,kiwi +10.4,long,114,38.3,yellow,sweet,banana +9.8,long,125,41.1,yellow,sweet,banana +6.5,round,152.5,76.7,red,sweet,apple +8.8,oval,189,73.6,green,sweet,pear +6.5,round,156.9,82.4,red,sweet,apple +16.1,oval,1264.3,91.1,brown,tangy,pineapple +4,round,48,71.8,purple,tangy,plum +3.7,round,51.3,66.1,purple,tangy,plum +6,round,155.2,72.4,red,sweet,apple +1.1,round,5.5,43.7,blue,sweet,blueberry +5.4,oval,47,18.3,orange,tangy,orange +1.9,round,14.1,49.8,pink,sweet,lychee +0.9,round,5.1,39.9,blue,sweet,blueberry +3.7,round,52.8,71.4,purple,tangy,plum +4.2,round,50.8,68.8,purple,tangy,plum +3,oval,19.8,61.4,red,sweet,strawberry +3.7,round,48.3,73.2,purple,tangy,plum +25.6,round,2750.5,157.5,green,sweet,watermelon +5.4,oval,71.2,99.7,brown,tangy,kiwi +3.8,round,45.2,76.8,purple,tangy,plum +18.8,round,1188.6,91.8,brown,sweet,coconut +1,round,5.4,9.4,purple,sweet,grape +10.3,long,121.3,42,yellow,sweet,banana +9.1,long,119.3,36.1,yellow,sweet,banana +3.7,round,54.9,72.1,purple,tangy,plum +15.9,oval,1278.7,82.8,brown,tangy,pineapple +4.9,oval,71.7,100.9,brown,tangy,kiwi +10,oval,379.2,142.3,pink,sweet,dragon fruit +4,round,47.7,64.9,purple,tangy,plum +6.4,round,235.9,129.1,red,sweet,pomegranate +6.4,round,258.1,126.7,red,sweet,pomegranate +18.4,round,1311.1,105.1,brown,sweet,coconut +9.2,long,114.3,42,yellow,sweet,banana +1.1,round,5.3,42.9,blue,sweet,blueberry +7.9,oval,187.2,76.6,green,sweet,pear +2,round,16,54.9,pink,sweet,lychee +6,round,144.3,79.3,red,sweet,apple +4.4,round,47.8,67.4,purple,tangy,plum +8.3,oval,182.2,67.8,green,sweet,pear +6.8,round,255.2,121.2,red,sweet,pomegranate +8.4,round,316,93.3,green,sweet,custard apple +1.9,round,16.3,53.6,pink,sweet,lychee +25.4,round,2916.1,156,green,sweet,watermelon +10.6,oval,418.4,144.6,pink,sweet,dragon fruit +19,round,1254.6,92.3,brown,sweet,coconut +2.8,oval,9,29.9,red,sweet,cherry +5.4,oval,70.1,104,brown,tangy,kiwi +7.5,round,258.4,114.4,red,sweet,pomegranate +8.3,round,306.3,84.9,green,sweet,custard apple +15.7,oval,1195.2,95.1,brown,tangy,pineapple +10.1,oval,395.5,142.6,pink,sweet,dragon fruit +6.7,round,214.6,62.7,green,sour,guava +6.4,round,156,79.5,red,sweet,apple +1,round,5,43.9,blue,sweet,blueberry +1,round,5.4,10.4,purple,sweet,grape +18.9,round,1214.5,92.9,brown,sweet,coconut +5.5,oval,81.2,109.4,brown,tangy,kiwi +21.5,oval,1362,83.5,orange,sweet,papaya +2.8,oval,21,64.6,red,sweet,strawberry +4.9,oval,48.2,20.5,orange,tangy,orange +2.1,round,15.3,53.1,pink,sweet,lychee +5.2,oval,76.7,90.2,brown,tangy,kiwi +6.8,round,210.9,58.4,green,sour,guava +5,oval,48.3,19.7,orange,tangy,orange +8.2,round,328.6,95.8,green,sweet,custard apple +21,oval,1367.9,72.9,orange,sweet,papaya +24.9,round,3288.8,150.7,green,sweet,watermelon +9.7,long,117.3,41.4,yellow,sweet,banana +1,round,4.7,9.7,purple,sweet,grape +21,oval,1553,74.4,orange,sweet,papaya +4.1,round,48.8,75.2,purple,tangy,plum +1.8,round,15.1,46.4,pink,sweet,lychee +15.2,oval,1215,91.8,brown,tangy,pineapple +7.5,round,204.4,62.3,green,sour,guava +15,oval,1185.4,87,brown,tangy,pineapple +6.2,round,148.7,72.8,red,sweet,apple +7.2,round,266.5,111.5,red,sweet,pomegranate +10,oval,389.6,164.8,pink,sweet,dragon fruit +19.5,oval,1490.8,84.3,orange,sweet,papaya +19.2,round,1135.8,104.1,brown,sweet,coconut +18.3,round,1080,106.7,brown,sweet,coconut +1.1,round,4.5,10.6,purple,sweet,grape +1,round,5.2,40.4,blue,sweet,blueberry +7.5,round,310.1,85,green,sweet,custard apple +22.8,round,3287.2,139.9,green,sweet,watermelon +4.3,round,55,73,purple,tangy,plum +4.8,oval,50.2,18.7,orange,tangy,orange +4.6,oval,54.1,21.2,orange,tangy,orange +19.2,round,1208.5,95.4,brown,sweet,coconut +4.8,oval,73.3,94.7,brown,tangy,kiwi +7.4,round,194.6,54.1,green,sour,guava +7.5,round,244.2,108.9,red,sweet,pomegranate +5.5,round,145.1,73.8,red,sweet,apple +8.4,round,307.8,98.4,green,sweet,custard apple +18.8,round,1136.9,98.4,brown,sweet,coconut +18.1,oval,1562.5,83.3,orange,sweet,papaya +1,round,5.1,37.1,blue,sweet,blueberry +18.2,round,1307.8,94.9,brown,sweet,coconut +17.1,round,1109,95.9,brown,sweet,coconut +9.6,oval,411,155.3,pink,sweet,dragon fruit +9.4,long,113.1,37.5,yellow,sweet,banana +0.9,round,5.2,9.9,purple,sweet,grape +7.5,round,269.8,126.5,red,sweet,pomegranate +19.4,oval,1565.5,76,orange,sweet,papaya +4.6,oval,79.7,105.3,brown,tangy,kiwi +7.6,round,225,119.9,red,sweet,pomegranate +5.7,round,158.7,80.8,red,sweet,apple +6.5,round,138.2,83.4,red,sweet,apple +1,round,5.1,38.8,blue,sweet,blueberry +26.8,round,2750.7,146.9,green,sweet,watermelon +19.7,oval,1462.8,76.5,orange,sweet,papaya +7.4,round,325.4,84.4,green,sweet,custard apple +21.5,oval,1503.2,77.9,orange,sweet,papaya +3.2,oval,9.9,27.5,red,sweet,cherry +21.3,oval,1611.7,85.7,orange,sweet,papaya +1.8,round,14.4,47.2,pink,sweet,lychee +11,oval,437,142.5,pink,sweet,dragon fruit +5.9,round,154.5,74.8,red,sweet,apple +5.4,round,162.2,72.8,red,sweet,apple +27.2,round,3278.5,144.6,green,sweet,watermelon +5.5,oval,47.1,21.4,orange,tangy,orange +5.3,oval,53.9,19.7,orange,tangy,orange +9.3,oval,272.5,112.6,yellow,sweet,mango +7.6,round,187.4,61,green,sour,guava +1.1,round,4.8,9.7,purple,sweet,grape +7.7,round,242.2,116.9,red,sweet,pomegranate +26.9,round,2786.3,156.3,green,sweet,watermelon +17.2,round,1197.6,92.1,brown,sweet,coconut +3.8,round,53.7,75.2,purple,tangy,plum +9,oval,238.4,115.8,yellow,sweet,mango +4.7,oval,81.5,95.7,brown,tangy,kiwi +16.2,oval,1140.9,92,brown,tangy,pineapple +10.3,long,125.8,37.6,yellow,sweet,banana +3.8,round,48.8,76,purple,tangy,plum +1,round,4.7,41.9,blue,sweet,blueberry +1.9,round,16.2,47,pink,sweet,lychee +4.6,oval,79.1,100,brown,tangy,kiwi +10.5,oval,437.7,149,pink,sweet,dragon fruit +8.4,oval,194.8,70.9,green,sweet,pear +1,round,4.5,38.9,blue,sweet,blueberry +0.9,round,4.7,39.4,blue,sweet,blueberry +7.4,round,204.1,55.4,green,sour,guava +4.8,oval,81.4,92.6,brown,tangy,kiwi +7.4,round,255.1,125,red,sweet,pomegranate +5.2,oval,74.4,107.3,brown,tangy,kiwi +0.9,round,4.8,10.6,purple,sweet,grape +18.6,oval,1548.2,76.1,orange,sweet,papaya +1,round,5.5,9.2,purple,sweet,grape +4.4,round,50.8,65.8,purple,tangy,plum +0.9,round,5,10.8,purple,sweet,grape +6,round,139.8,75.6,red,sweet,apple +1,round,4.6,9.8,purple,sweet,grape +7.2,round,271,112.2,red,sweet,pomegranate +9.5,oval,257.4,120.4,yellow,sweet,mango +7.5,round,305.7,91.2,green,sweet,custard apple +7.2,oval,162.1,66.1,green,sweet,pear +18.2,round,1189.4,105.9,brown,sweet,coconut +21.9,oval,1423.1,78.3,orange,sweet,papaya +8.9,oval,263.5,118.7,yellow,sweet,mango +25.3,round,2867.9,158.3,green,sweet,watermelon +4,round,46.2,73,purple,tangy,plum +9.9,long,127,37,yellow,sweet,banana +1,round,5,9.5,purple,sweet,grape +3.2,oval,9.6,30.3,red,sweet,cherry +9.2,long,121.1,36.2,yellow,sweet,banana +3.1,oval,18.3,61.4,red,sweet,strawberry +9,oval,391.6,154.5,pink,sweet,dragon fruit +7.2,round,286.7,86.7,green,sweet,custard apple +26.6,round,3270.3,163.9,green,sweet,watermelon +9.8,oval,396.1,147.6,pink,sweet,dragon fruit +21.7,oval,1457.8,82.5,orange,sweet,papaya +8.8,oval,176.4,73.3,green,sweet,pear +8.7,oval,230.7,127.4,yellow,sweet,mango +9.3,oval,395.5,141.9,pink,sweet,dragon fruit +2.9,oval,10.8,28.3,red,sweet,cherry +10,oval,413.9,143.8,pink,sweet,dragon fruit +8.1,oval,238.6,120.5,yellow,sweet,mango +6.4,round,181.4,59.6,green,sour,guava +5.3,oval,53.1,20.8,orange,tangy,orange +9.7,oval,253.5,111,yellow,sweet,mango +7.1,round,189.2,65.3,green,sour,guava +8.3,round,280.2,88.2,green,sweet,custard apple +2.9,oval,21.5,60.2,red,sweet,strawberry +5.3,oval,74.4,109,brown,tangy,kiwi +3,oval,21,59.6,red,sweet,strawberry +1,round,4.6,42,blue,sweet,blueberry +3.8,round,45.9,75.1,purple,tangy,plum +10.8,oval,420.8,154.1,pink,sweet,dragon fruit +0.9,round,4.6,9.2,purple,sweet,grape +1.1,round,5,41.8,blue,sweet,blueberry +20.9,oval,1451.3,74.3,orange,sweet,papaya +9.5,oval,260.2,111.9,yellow,sweet,mango +7.4,round,309.6,87.4,green,sweet,custard apple +14.7,oval,1293.9,83.8,brown,tangy,pineapple +18.3,oval,1521.1,77,orange,sweet,papaya +21,oval,1510.4,85.8,orange,sweet,papaya +3.2,oval,9.2,28.4,red,sweet,cherry +5.4,oval,81.7,103.9,brown,tangy,kiwi +5.1,oval,54.9,19.1,orange,tangy,orange +5.1,oval,47.3,19.6,orange,tangy,orange +8.5,round,300.3,94,green,sweet,custard apple +3,oval,19.4,64.3,red,sweet,strawberry +15.7,oval,1163.6,88.9,brown,tangy,pineapple +9.8,oval,246.7,121,yellow,sweet,mango +5.5,oval,50.2,19,orange,tangy,orange +5.9,round,149.1,73.4,red,sweet,apple +10.8,long,115.9,40.8,yellow,sweet,banana +9,long,122.9,38,yellow,sweet,banana +3.3,oval,20,61.7,red,sweet,strawberry +20.6,oval,1412.6,80.6,orange,sweet,papaya +24.8,round,2966.7,161.3,green,sweet,watermelon +8.5,oval,253.5,112.5,yellow,sweet,mango +15.6,oval,1191.3,85.3,brown,tangy,pineapple +10.3,long,127.9,37.2,yellow,sweet,banana +8.4,oval,248.6,110.9,yellow,sweet,mango +9.8,oval,374.9,151.2,pink,sweet,dragon fruit +1,round,4.6,39.6,blue,sweet,blueberry +7.9,oval,186.4,69.1,green,sweet,pear +1.9,round,13.8,47.9,pink,sweet,lychee +6.3,round,146.1,86.8,red,sweet,apple +9.2,oval,392.9,163.1,pink,sweet,dragon fruit +20.2,oval,1559.1,79.2,orange,sweet,papaya +22.6,round,2849.4,149.8,green,sweet,watermelon +8.7,round,305.1,91.8,green,sweet,custard apple +5.3,oval,48.6,21.3,orange,tangy,orange +2,round,15.6,52.7,pink,sweet,lychee +5.5,round,159.2,77.2,red,sweet,apple +1.9,round,15.3,53.7,pink,sweet,lychee +7.2,round,244.2,112,red,sweet,pomegranate +14.2,oval,1212,84.2,brown,tangy,pineapple +5.1,oval,52.6,20.3,orange,tangy,orange +24.4,round,2955.6,143,green,sweet,watermelon +3.1,oval,10.2,32.1,red,sweet,cherry +9.3,long,112.9,39.1,yellow,sweet,banana +8.9,oval,239.7,118.7,yellow,sweet,mango +26,round,3256,145.6,green,sweet,watermelon +2.8,oval,9.3,27.1,red,sweet,cherry +17.4,round,1228.9,105.1,brown,sweet,coconut +19.7,oval,1404.9,83.8,orange,sweet,papaya +1.1,round,5.1,11,purple,sweet,grape +4.9,oval,67.8,106.9,brown,tangy,kiwi +9.6,oval,245.6,112.7,yellow,sweet,mango +5.3,oval,74.7,105.4,brown,tangy,kiwi +19,round,1294.1,91.6,brown,sweet,coconut +1.1,round,5.3,41.6,blue,sweet,blueberry +6.1,round,152.4,76.7,red,sweet,apple +1.8,round,16,49.1,pink,sweet,lychee +10.7,long,108.7,39,yellow,sweet,banana +3.1,oval,19.7,64.7,red,sweet,strawberry +16.3,round,1263.5,107.8,brown,sweet,coconut +8.5,oval,167.1,64.3,green,sweet,pear +5.7,round,162.7,78.6,red,sweet,apple +2,round,14.8,54.3,pink,sweet,lychee +2.7,oval,21.1,59.3,red,sweet,strawberry +9.3,oval,241.1,125.4,yellow,sweet,mango +6.4,round,163.5,75.2,red,sweet,apple +3,oval,18,63,red,sweet,strawberry +2.1,round,16.5,51.8,pink,sweet,lychee +8.3,oval,269.6,111.2,yellow,sweet,mango +1.1,round,4.8,40.7,blue,sweet,blueberry +6.6,round,269.3,112.4,red,sweet,pomegranate +4.7,oval,46.2,21.5,orange,tangy,orange +2.9,oval,18.4,62,red,sweet,strawberry +17.3,round,1085.9,98.6,brown,sweet,coconut +9.1,long,115.2,41.5,yellow,sweet,banana +7.9,round,293.8,95.7,green,sweet,custard apple +2.8,oval,18.9,61.1,red,sweet,strawberry +1.9,round,15.2,51.9,pink,sweet,lychee +6.5,round,139.1,73.9,red,sweet,apple +8.4,round,315.6,89.7,green,sweet,custard apple +3.1,oval,9.3,29.9,red,sweet,cherry +10.5,long,126.4,42.1,yellow,sweet,banana +25.8,round,2723.8,154.8,green,sweet,watermelon +9.1,oval,406.1,164.2,pink,sweet,dragon fruit +5,oval,47.4,18.8,orange,tangy,orange +10.5,oval,390.4,164.9,pink,sweet,dragon fruit +7.8,round,281.1,98.8,green,sweet,custard apple +21,oval,1430.6,84.1,orange,sweet,papaya +18.7,round,1146,97.7,brown,sweet,coconut +7.2,round,216.4,58.3,green,sour,guava +3,oval,9.8,29.2,red,sweet,cherry +3.1,oval,21.1,63.9,red,sweet,strawberry +2.7,oval,10.5,30.3,red,sweet,cherry +6.6,round,265.4,130.6,red,sweet,pomegranate +18.2,round,1134.9,109,brown,sweet,coconut +6.5,round,157.4,78.1,red,sweet,apple +4.6,oval,80.5,91.9,brown,tangy,kiwi +2.1,round,15.4,46,pink,sweet,lychee +2.9,oval,21.3,64.8,red,sweet,strawberry +5.4,oval,52.9,20.7,orange,tangy,orange +4.7,oval,46.6,21.7,orange,tangy,orange +5.5,round,145.7,83.6,red,sweet,apple +6.4,round,140.4,72.3,red,sweet,apple +4.8,oval,78.1,93.4,brown,tangy,kiwi +8.2,round,307.5,94.8,green,sweet,custard apple +23.7,round,2703,135.1,green,sweet,watermelon +4.7,oval,80.9,91.4,brown,tangy,kiwi +19.2,round,1194.4,103,brown,sweet,coconut +5.1,oval,49.6,18.6,orange,tangy,orange +7.6,round,231.2,125.6,red,sweet,pomegranate +9.2,oval,395.6,136.6,pink,sweet,dragon fruit +3.3,oval,10.8,28.4,red,sweet,cherry +6.7,round,193.9,56.4,green,sour,guava +9.6,oval,265.2,119.1,yellow,sweet,mango +4.8,oval,70.4,103.9,brown,tangy,kiwi +21.2,oval,1559.4,79.2,orange,sweet,papaya +6.3,round,257.9,121.5,red,sweet,pomegranate +23.1,round,3209.4,147.4,green,sweet,watermelon +5.1,oval,81.2,92.7,brown,tangy,kiwi +1.9,round,14.4,48,pink,sweet,lychee +9.5,oval,438.7,141.1,pink,sweet,dragon fruit +1,round,5,42.8,blue,sweet,blueberry +25.5,round,2886,144.8,green,sweet,watermelon +8.8,round,284.7,95.5,green,sweet,custard apple +16.4,oval,1219.4,84.9,brown,tangy,pineapple +1.9,round,14,48.3,pink,sweet,lychee +8.3,oval,198,72.7,green,sweet,pear +5.2,oval,81.3,109.1,brown,tangy,kiwi +9.8,oval,413.5,149.8,pink,sweet,dragon fruit +3.2,oval,21.7,63.1,red,sweet,strawberry +21,oval,1647.3,72.6,orange,sweet,papaya +7.4,round,233.8,128.9,red,sweet,pomegranate +6.2,round,158.6,84.4,red,sweet,apple +7.7,round,290.7,93,green,sweet,custard apple +7.4,round,213.5,56.4,green,sour,guava +1.1,round,4.8,10.8,purple,sweet,grape +6.1,round,138.5,82.9,red,sweet,apple +1,round,4.7,10,purple,sweet,grape +5.3,oval,48.5,20.3,orange,tangy,orange +6.3,round,162.3,73.6,red,sweet,apple +3.1,oval,10.9,28.4,red,sweet,cherry +8.6,round,312.4,98.6,green,sweet,custard apple +18.9,round,1127.9,107.6,brown,sweet,coconut +8.2,oval,177.3,69.5,green,sweet,pear +3.2,oval,9.9,29,red,sweet,cherry +1.9,round,14.5,48.3,pink,sweet,lychee +6.7,round,269.6,126.3,red,sweet,pomegranate +10.3,oval,390.3,162.7,pink,sweet,dragon fruit +3,oval,20.2,61.6,red,sweet,strawberry +8.6,oval,163.4,75,green,sweet,pear +14.4,oval,1238.7,86.8,brown,tangy,pineapple +15.2,oval,1213,83.3,brown,tangy,pineapple +3.3,oval,9.9,31.2,red,sweet,cherry +16.7,round,1200.1,94.6,brown,sweet,coconut +8.8,oval,197,67.8,green,sweet,pear +13.6,oval,1200.6,86.5,brown,tangy,pineapple +21.8,oval,1618.3,81.9,orange,sweet,papaya +6.4,round,137.6,83.7,red,sweet,apple +9.2,oval,399.6,159.6,pink,sweet,dragon fruit +8.5,oval,176.5,73.2,green,sweet,pear +6.3,round,162,72.7,red,sweet,apple +1.1,round,5,43.8,blue,sweet,blueberry +14.6,oval,1260,83.5,brown,tangy,pineapple +1.1,round,4.9,9.6,purple,sweet,grape +10.6,long,109.5,42.1,yellow,sweet,banana +23.5,round,3074.9,156.9,green,sweet,watermelon +6.9,round,195.4,58.7,green,sour,guava +8.6,oval,271.3,115.9,yellow,sweet,mango +19.3,oval,1484.1,83,orange,sweet,papaya +2.7,oval,10,31.4,red,sweet,cherry +8.2,oval,171.5,70.8,green,sweet,pear +9.4,oval,264.2,117.3,yellow,sweet,mango +6.2,round,155.2,84.9,red,sweet,apple +24.3,round,2796.1,158.9,green,sweet,watermelon +1.1,round,4.8,43.6,blue,sweet,blueberry +1.1,round,5.1,9,purple,sweet,grape +3.3,oval,19.7,64.2,red,sweet,strawberry +18.9,round,1253.9,104.4,brown,sweet,coconut +9.9,oval,435.8,159.9,pink,sweet,dragon fruit +8.4,round,310,94.3,green,sweet,custard apple +1.9,round,13.7,54.6,pink,sweet,lychee +4.9,oval,45.2,19.6,orange,tangy,orange +1.1,round,5.5,10.6,purple,sweet,grape +3.3,oval,18.5,54.5,red,sweet,strawberry +2.9,oval,10.4,30,red,sweet,cherry +18,round,1249.9,103.3,brown,sweet,coconut +1.8,round,16,46.6,pink,sweet,lychee +6.2,round,157.3,85.9,red,sweet,apple +3.2,oval,10.9,32.8,red,sweet,cherry +10.8,oval,381.6,135.1,pink,sweet,dragon fruit +1.9,round,14.3,55,pink,sweet,lychee +3,oval,19.6,62,red,sweet,strawberry +10.7,long,120.8,41,yellow,sweet,banana +8.1,round,299.6,91.8,green,sweet,custard apple +17,round,1216.6,93.8,brown,sweet,coconut +16,oval,1165.2,81.1,brown,tangy,pineapple +6.3,round,162.1,86.6,red,sweet,apple +5,oval,51,21.6,orange,tangy,orange +10.5,long,125.7,41.8,yellow,sweet,banana +3.2,oval,21.5,54.6,red,sweet,strawberry +9.7,oval,225.8,110.2,yellow,sweet,mango +21.7,oval,1428.6,87.5,orange,sweet,papaya +18.6,round,1083,93,brown,sweet,coconut +10.8,long,131.4,41.8,yellow,sweet,banana +3.1,oval,10.3,31,red,sweet,cherry +14.9,oval,1299.6,90.9,brown,tangy,pineapple +2,round,14.1,47.4,pink,sweet,lychee +7.3,oval,177.5,75.5,green,sweet,pear +4.1,round,49.3,76.1,purple,tangy,plum +1,round,5.3,10.4,purple,sweet,grape +14.6,oval,1212.5,91.3,brown,tangy,pineapple +5.5,round,160.6,76.1,red,sweet,apple +6.3,round,153.5,85,red,sweet,apple +8,round,308.6,90.2,green,sweet,custard apple +7.9,round,313,96.3,green,sweet,custard apple +5.5,oval,79.1,106.9,brown,tangy,kiwi +7,round,197.4,59.9,green,sour,guava +8.1,oval,228.9,108.6,yellow,sweet,mango +0.9,round,4.7,10.2,purple,sweet,grape +6,round,157.1,72.4,red,sweet,apple +3.9,round,52.6,63.1,purple,tangy,plum +3.6,round,53.7,65.3,purple,tangy,plum +5.5,oval,72.3,108.9,brown,tangy,kiwi +2.8,oval,9.6,29.5,red,sweet,cherry +9.9,long,130.2,41.7,yellow,sweet,banana +13.8,oval,1143,83.5,brown,tangy,pineapple +10.7,long,128.1,40.2,yellow,sweet,banana +2.8,oval,18.3,55.3,red,sweet,strawberry +1,round,4.9,10.9,purple,sweet,grape +5.3,oval,80.9,93,brown,tangy,kiwi +23.3,round,2811.7,141.2,green,sweet,watermelon +2.8,oval,9.5,31.9,red,sweet,cherry +14.3,oval,1102,93.9,brown,tangy,pineapple +9.5,oval,273.5,127.4,yellow,sweet,mango +3,oval,20.3,57.9,red,sweet,strawberry +6.3,round,148.1,87,red,sweet,apple +3.2,oval,9.9,27.9,red,sweet,cherry +0.9,round,4.5,9.9,purple,sweet,grape +6.5,round,162.4,75.8,red,sweet,apple +6.4,round,187.3,60.4,green,sour,guava +26,round,3198,144.6,green,sweet,watermelon +14.9,oval,1287.6,88.7,brown,tangy,pineapple +18.6,oval,1634.6,84.8,orange,sweet,papaya +21.3,oval,1518.4,72.5,orange,sweet,papaya +4.5,oval,54.3,20.7,orange,tangy,orange +6.4,round,163.8,87.1,red,sweet,apple +5.5,oval,79.6,92.1,brown,tangy,kiwi +0.9,round,4.9,37.4,blue,sweet,blueberry +17.6,round,1101.6,100.1,brown,sweet,coconut +8.7,oval,194.3,72.2,green,sweet,pear +23.2,round,3289.8,141.2,green,sweet,watermelon +6.3,round,152.6,78.6,red,sweet,apple +1,round,5.3,10.9,purple,sweet,grape +4.4,round,52.7,74.3,purple,tangy,plum +18.3,oval,1488.7,82.6,orange,sweet,papaya +0.9,round,4.9,41.1,blue,sweet,blueberry +4.6,oval,49.9,21.1,orange,tangy,orange +7.7,round,229.2,122.8,red,sweet,pomegranate +4.7,oval,76.6,103.2,brown,tangy,kiwi +7.7,oval,189.3,70,green,sweet,pear +0.9,round,4.5,40.4,blue,sweet,blueberry +25.9,round,2965.1,157.2,green,sweet,watermelon +20.4,oval,1544.3,87,orange,sweet,papaya +9.1,oval,258.2,126.4,yellow,sweet,mango +9.2,oval,367.4,148.8,pink,sweet,dragon fruit +8.3,round,301.2,83.1,green,sweet,custard apple +7.5,oval,169,65.2,green,sweet,pear +10.3,oval,429.6,146.6,pink,sweet,dragon fruit +1.1,round,4.8,9.9,purple,sweet,grape +4.8,oval,73.4,100.3,brown,tangy,kiwi +7.4,round,314.5,97.3,green,sweet,custard apple +0.9,round,5.3,42.3,blue,sweet,blueberry +6,round,145,83,red,sweet,apple +9.3,oval,407,146,pink,sweet,dragon fruit +9.3,oval,373.4,144.8,pink,sweet,dragon fruit +9.7,oval,404.4,150.8,pink,sweet,dragon fruit +8.3,oval,268.5,131,yellow,sweet,mango +20,oval,1562.5,85.9,orange,sweet,papaya +20.1,oval,1483.6,82.1,orange,sweet,papaya +0.9,round,5.1,9.1,purple,sweet,grape +10.1,oval,428.8,140.6,pink,sweet,dragon fruit +9.1,oval,434.6,147,pink,sweet,dragon fruit +3.7,round,51.7,68.4,purple,tangy,plum +1.1,round,5.1,37.8,blue,sweet,blueberry +15,oval,1094.8,85.7,brown,tangy,pineapple +5.4,round,148.4,73.4,red,sweet,apple +18.1,oval,1365.5,87.9,orange,sweet,papaya +6.5,round,216,60.8,green,sour,guava +4.2,round,46.7,70.6,purple,tangy,plum +6.7,round,214.1,54.8,green,sour,guava +22.7,round,2814.1,146,green,sweet,watermelon +4.7,oval,69.9,103.7,brown,tangy,kiwi +3.2,oval,10.7,29.7,red,sweet,cherry +6.7,round,207.6,55.9,green,sour,guava +8.1,oval,186.9,71.9,green,sweet,pear +7.7,round,183.4,59.5,green,sour,guava +3.8,round,47,63.2,purple,tangy,plum +18.4,oval,1604.8,83.2,orange,sweet,papaya +5,oval,82,100.1,brown,tangy,kiwi +1,round,4.7,10.8,purple,sweet,grape +15.9,oval,1103.4,93.6,brown,tangy,pineapple +7.6,round,198.5,62,green,sour,guava +18.8,round,1319.1,93.5,brown,sweet,coconut +2.9,oval,21.1,62.3,red,sweet,strawberry +14.4,oval,1291.7,87.4,brown,tangy,pineapple +6.5,round,196.6,59.8,green,sour,guava +21.2,oval,1437.7,87.3,orange,sweet,papaya +1,round,5.1,10.8,purple,sweet,grape +6.5,round,145.9,73.2,red,sweet,apple +3.3,oval,10.7,28.9,red,sweet,cherry +15,oval,1175.3,91.7,brown,tangy,pineapple +5.3,oval,45.6,18.3,orange,tangy,orange +4,round,45,67,purple,tangy,plum +5.2,oval,49.6,21.2,orange,tangy,orange +7.5,oval,193.5,69.9,green,sweet,pear +19.4,round,1309.8,97.7,brown,sweet,coconut +3,oval,9.1,30,red,sweet,cherry +1,round,5.3,10.6,purple,sweet,grape +19.4,round,1176.5,101.8,brown,sweet,coconut +22.6,round,3032.1,157.7,green,sweet,watermelon +10.2,long,117.7,37.1,yellow,sweet,banana +5.9,round,153.1,83.8,red,sweet,apple +14.3,oval,1300.2,87.6,brown,tangy,pineapple +4,round,52.1,63.2,purple,tangy,plum +24.6,round,3257.2,152.7,green,sweet,watermelon +2,round,13.9,51.5,pink,sweet,lychee +2.1,round,13.8,54.6,pink,sweet,lychee +5.3,oval,82.1,109.3,brown,tangy,kiwi +2,round,16.2,46.9,pink,sweet,lychee +25.1,round,2993.6,152.6,green,sweet,watermelon +6.7,round,242.1,113.5,red,sweet,pomegranate +5,oval,45.5,18,orange,tangy,orange +5,oval,45.5,19.6,orange,tangy,orange +9.7,oval,236.2,130.7,yellow,sweet,mango +17.6,round,1141.4,101.6,brown,sweet,coconut +5.4,oval,50.4,20.9,orange,tangy,orange +6.5,round,262.4,110.6,red,sweet,pomegranate +6.2,round,154.9,76.6,red,sweet,apple +16.1,oval,1276.4,90.8,brown,tangy,pineapple +10.1,oval,437.6,160.6,pink,sweet,dragon fruit +7,round,209.8,62.3,green,sour,guava +8.7,oval,196.8,71.4,green,sweet,pear +19,round,1192.5,99.7,brown,sweet,coconut +5,oval,73.8,107.1,brown,tangy,kiwi +9.3,oval,256.7,120.3,yellow,sweet,mango +3.3,oval,20.4,57.2,red,sweet,strawberry +2.7,oval,18.9,61.4,red,sweet,strawberry +1,round,5.5,10.3,purple,sweet,grape +5.9,round,139,87.1,red,sweet,apple +5.6,round,160.3,77.9,red,sweet,apple +8.5,oval,187.9,76.8,green,sweet,pear +4.8,oval,54.2,21.1,orange,tangy,orange +20.7,oval,1618.5,87.1,orange,sweet,papaya +0.9,round,4.9,10.7,purple,sweet,grape +9.5,oval,396.3,149.6,pink,sweet,dragon fruit +7.6,round,310.3,96.9,green,sweet,custard apple +8.1,round,296.4,83.1,green,sweet,custard apple +8.5,round,277,83,green,sweet,custard apple +21.7,oval,1405.2,84.9,orange,sweet,papaya +17.7,round,1113.9,102.7,brown,sweet,coconut +4.6,oval,76,109.2,brown,tangy,kiwi +8.5,oval,185.2,72.8,green,sweet,pear +24.4,round,2966.8,164.7,green,sweet,watermelon +10,oval,412.7,149.7,pink,sweet,dragon fruit +7.1,round,181,61.9,green,sour,guava +3.2,oval,20.6,55.7,red,sweet,strawberry +20.4,oval,1636.8,81.2,orange,sweet,papaya +8.3,oval,190.4,74.5,green,sweet,pear +7.5,round,320.1,85.6,green,sweet,custard apple +6.6,round,138.2,76.8,red,sweet,apple +1,round,5.4,9.2,purple,sweet,grape +26.3,round,3110.1,146.5,green,sweet,watermelon +8.1,round,298.9,95.1,green,sweet,custard apple +3.7,round,54.5,76.1,purple,tangy,plum +7.3,round,274.4,114.4,red,sweet,pomegranate +1.1,round,5,9,purple,sweet,grape +9.4,oval,246.7,121.5,yellow,sweet,mango +10.6,oval,369.1,159,pink,sweet,dragon fruit +5.1,oval,54.1,18.7,orange,tangy,orange +5.3,oval,46.1,18.1,orange,tangy,orange +2.1,round,14.2,46.3,pink,sweet,lychee +9.5,long,118,40.2,yellow,sweet,banana +2.8,oval,19,55.8,red,sweet,strawberry +6.8,round,207.5,61.6,green,sour,guava +5.9,round,150.1,74.4,red,sweet,apple +1,round,5.5,41.4,blue,sweet,blueberry +7.5,round,211.8,63.4,green,sour,guava +10.4,oval,396.5,137.1,pink,sweet,dragon fruit +3,oval,18.3,59.3,red,sweet,strawberry +3.2,oval,10,29.7,red,sweet,cherry +2,round,15.2,52.4,pink,sweet,lychee +19.3,round,1267.7,107,brown,sweet,coconut +18.8,round,1100.1,90.8,brown,sweet,coconut +6.7,round,247.9,123.4,red,sweet,pomegranate +9.6,long,122,37,yellow,sweet,banana +8.3,oval,190.6,73.7,green,sweet,pear +7.8,oval,164.8,71.2,green,sweet,pear +25.5,round,2981.7,150.6,green,sweet,watermelon +3.7,round,54.2,73.7,purple,tangy,plum +19.8,oval,1438.3,78.4,orange,sweet,papaya +1.1,round,5.2,43.9,blue,sweet,blueberry +10.4,oval,367,141,pink,sweet,dragon fruit +0.9,round,5.3,9.6,purple,sweet,grape +8.5,round,304.7,93.1,green,sweet,custard apple +8.7,oval,165.4,74.7,green,sweet,pear +9.2,long,127.6,43.2,yellow,sweet,banana +19.6,round,1140.9,104.4,brown,sweet,coconut +25.7,round,2773.6,146.9,green,sweet,watermelon +6.7,round,226.1,120.2,red,sweet,pomegranate +17,round,1178,100.1,brown,sweet,coconut +18.6,round,1105.5,95.5,brown,sweet,coconut +10.8,long,109.6,37.4,yellow,sweet,banana +2.9,oval,21.3,63.9,red,sweet,strawberry +1.1,round,5.2,37.3,blue,sweet,blueberry +26.6,round,3080.5,161.6,green,sweet,watermelon +16,oval,1183.5,89.2,brown,tangy,pineapple +4.5,oval,81.9,98,brown,tangy,kiwi +6.3,round,152.5,86.9,red,sweet,apple +8.3,oval,251.6,113.7,yellow,sweet,mango +2.8,oval,10.7,31.8,red,sweet,cherry +7.6,round,201.1,57.8,green,sour,guava +0.9,round,5.3,10.7,purple,sweet,grape +5,oval,81.8,110,brown,tangy,kiwi +19.4,round,1286.8,93.7,brown,sweet,coconut +15.9,oval,1248.3,97.2,brown,tangy,pineapple +9.6,long,119.5,39.1,yellow,sweet,banana +7.6,oval,166.3,70.4,green,sweet,pear +19.5,oval,1643.8,76.9,orange,sweet,papaya +1,round,4.9,9.9,purple,sweet,grape +6,round,155.5,77.8,red,sweet,apple +14,oval,1243.1,84.9,brown,tangy,pineapple +8.1,oval,179.3,71.2,green,sweet,pear +7.8,oval,173,63.9,green,sweet,pear +3.1,oval,10.5,30.5,red,sweet,cherry +3.1,oval,19.3,65.4,red,sweet,strawberry +6.1,round,161.3,74.6,red,sweet,apple +9.6,oval,417.8,160.4,pink,sweet,dragon fruit +0.9,round,5.2,9.8,purple,sweet,grape +15.9,oval,1227.1,90.7,brown,tangy,pineapple +1,round,5.4,9.5,purple,sweet,grape +16.3,round,1122.3,104.6,brown,sweet,coconut +1,round,5.5,10.8,purple,sweet,grape +7.3,round,322.7,92.1,green,sweet,custard apple +24.3,round,3263.8,155.9,green,sweet,watermelon +10.6,long,112.5,39.9,yellow,sweet,banana +19.5,round,1239.9,108,brown,sweet,coconut +4.7,oval,74.4,105.1,brown,tangy,kiwi +9.3,oval,363,158.7,pink,sweet,dragon fruit +5.2,oval,75.4,97.8,brown,tangy,kiwi +6,round,156,72.6,red,sweet,apple +3.8,round,46.8,66.8,purple,tangy,plum +7.5,oval,192.5,68.1,green,sweet,pear +5.3,oval,77.2,107.6,brown,tangy,kiwi +3.7,round,53.5,64.6,purple,tangy,plum +1.1,round,4.8,39.1,blue,sweet,blueberry +19.6,round,1190.6,107.6,brown,sweet,coconut +8.4,round,328.3,88.5,green,sweet,custard apple +0.9,round,4.7,10.4,purple,sweet,grape +1.1,round,5.2,38.9,blue,sweet,blueberry +8.5,oval,182.9,70.5,green,sweet,pear +0.9,round,5.5,10.3,purple,sweet,grape +10.8,long,117.1,42.2,yellow,sweet,banana +3,oval,18.5,64.3,red,sweet,strawberry +6.3,round,151.2,74.7,red,sweet,apple +9.2,oval,274.4,111.3,yellow,sweet,mango +1.1,round,5.2,42.7,blue,sweet,blueberry +7.7,round,277,96.5,green,sweet,custard apple +9.1,oval,238.8,120.1,yellow,sweet,mango +7.3,round,261.1,122.3,red,sweet,pomegranate +4.2,round,45.6,70.1,purple,tangy,plum +2,round,14.3,51.4,pink,sweet,lychee +4.3,round,54.2,72.2,purple,tangy,plum +5.8,round,153.2,73.2,red,sweet,apple +20.1,oval,1477.6,87.1,orange,sweet,papaya +1,round,5.1,9,purple,sweet,grape +4.3,round,46.2,64.3,purple,tangy,plum +5.4,oval,50.3,21.7,orange,tangy,orange +5.1,oval,71.8,108.9,brown,tangy,kiwi +9.3,long,119.9,41.4,yellow,sweet,banana +5.5,round,163.8,80.6,red,sweet,apple +6.4,round,268.6,127.3,red,sweet,pomegranate +4.9,oval,70.3,91.1,brown,tangy,kiwi +4.6,oval,71.2,94.8,brown,tangy,kiwi +19.6,oval,1504.6,74.3,orange,sweet,papaya +7.3,round,292.9,92.3,green,sweet,custard apple +13.9,oval,1264.5,98.3,brown,tangy,pineapple +24,round,2724.4,142.5,green,sweet,watermelon +8.2,oval,249.4,131.2,yellow,sweet,mango +22.8,round,3269.9,151.3,green,sweet,watermelon +13.6,oval,1286.2,82.5,brown,tangy,pineapple +1,round,5.1,9.3,purple,sweet,grape +1,round,4.6,9.5,purple,sweet,grape +8.6,oval,247.5,129.1,yellow,sweet,mango +2.8,oval,9.1,27.9,red,sweet,cherry +3.1,oval,21.5,59.1,red,sweet,strawberry +9.5,oval,426.1,145.4,pink,sweet,dragon fruit +9.9,long,116.7,36.6,yellow,sweet,banana +6.5,round,145.7,72.2,red,sweet,apple +21.8,oval,1553.6,81.4,orange,sweet,papaya +1,round,4.8,36.5,blue,sweet,blueberry +5.8,round,161.8,74.7,red,sweet,apple +5.9,round,143.7,73.9,red,sweet,apple +1.9,round,16,46.1,pink,sweet,lychee +25.1,round,2998.6,135.6,green,sweet,watermelon +13.5,oval,1081.9,90.4,brown,tangy,pineapple +18.5,round,1180.5,93.1,brown,sweet,coconut +8.7,oval,196.5,75.5,green,sweet,pear +1,round,4.8,9.7,purple,sweet,grape +22,oval,1521,79.5,orange,sweet,papaya +7.3,oval,194.9,75,green,sweet,pear +1.8,round,16.3,53.1,pink,sweet,lychee +2.2,round,13.6,47.7,pink,sweet,lychee +3.1,oval,19.5,59.7,red,sweet,strawberry +10.3,oval,369.8,159,pink,sweet,dragon fruit +17,round,1199.5,106.3,brown,sweet,coconut +8,round,286.4,93.9,green,sweet,custard apple +9.4,long,130,37.5,yellow,sweet,banana +7.5,round,292.2,93.1,green,sweet,custard apple +15.8,oval,1306.4,90.1,brown,tangy,pineapple +26.2,round,3189.6,149.3,green,sweet,watermelon +3.1,oval,18,62.9,red,sweet,strawberry +1.1,round,4.8,38.8,blue,sweet,blueberry +4.7,oval,78.3,90.4,brown,tangy,kiwi +21.4,oval,1617.4,82.7,orange,sweet,papaya +2,round,13.9,46,pink,sweet,lychee +24.8,round,3086.2,151.2,green,sweet,watermelon +10.6,oval,432.1,139,pink,sweet,dragon fruit +4.4,round,46.3,70.8,purple,tangy,plum +7.7,oval,166.1,70.3,green,sweet,pear +6.5,round,252.3,118.8,red,sweet,pomegranate +16.3,oval,1228.4,92.1,brown,tangy,pineapple +8.4,oval,179.7,69.8,green,sweet,pear +19.5,oval,1450.4,87,orange,sweet,papaya +10.2,oval,373.3,141.7,pink,sweet,dragon fruit +7.6,round,273.3,82.5,green,sweet,custard apple +10.2,long,115.4,38.1,yellow,sweet,banana +10.2,oval,392.4,155,pink,sweet,dragon fruit +7.6,round,214.6,64.1,green,sour,guava +1,round,5,10.6,purple,sweet,grape +8.9,oval,259.6,119.7,yellow,sweet,mango +6.3,round,185.8,55.1,green,sour,guava +5.3,oval,76.6,92.1,brown,tangy,kiwi +5.2,oval,47.8,22,orange,tangy,orange +3.2,oval,10.6,28.5,red,sweet,cherry +16.4,oval,1190,96.4,brown,tangy,pineapple +7.4,round,230,129.5,red,sweet,pomegranate +10.6,long,124.1,41,yellow,sweet,banana +6.3,round,152.3,84.6,red,sweet,apple +2.9,oval,21.6,54.1,red,sweet,strawberry +10.7,oval,439,153,pink,sweet,dragon fruit +6.6,round,153.9,83.8,red,sweet,apple +5,oval,49.9,18.6,orange,tangy,orange +7.3,round,295.3,85.5,green,sweet,custard apple +4.7,oval,46.2,21.8,orange,tangy,orange +1,round,4.8,38.2,blue,sweet,blueberry +5.4,oval,50.5,21.9,orange,tangy,orange +21.4,oval,1530.2,82.7,orange,sweet,papaya +7.3,round,269.9,122.2,red,sweet,pomegranate +6.6,round,216.9,54.3,green,sour,guava +8.4,oval,177.2,65.3,green,sweet,pear +3.9,round,47.8,69.7,purple,tangy,plum +17.8,round,1186.5,92,brown,sweet,coconut +8.2,oval,239.1,130,yellow,sweet,mango +8.5,round,285,86.9,green,sweet,custard apple +4.9,oval,72,96.1,brown,tangy,kiwi +3,oval,20.2,58.9,red,sweet,strawberry +6.5,round,157.1,85.8,red,sweet,apple +19.7,oval,1628.3,72.8,orange,sweet,papaya +3.1,oval,18.4,60.9,red,sweet,strawberry +8,oval,179.2,66.7,green,sweet,pear +8.3,oval,237.9,122.7,yellow,sweet,mango +7.4,round,260,116.6,red,sweet,pomegranate +18.3,oval,1529.6,77.9,orange,sweet,papaya +3.1,oval,9.5,31.9,red,sweet,cherry +2.8,oval,21.7,65.7,red,sweet,strawberry +1,round,5.2,10.2,purple,sweet,grape +1.1,round,5,10.2,purple,sweet,grape +4.6,oval,45.3,20.2,orange,tangy,orange +27,round,2809,143.1,green,sweet,watermelon +16.8,round,1172.2,103.7,brown,sweet,coconut +7.4,round,270.7,131.3,red,sweet,pomegranate +10.4,long,113.6,39.9,yellow,sweet,banana +10.7,long,127.3,39.6,yellow,sweet,banana +7.3,round,238.9,130,red,sweet,pomegranate +5.4,oval,81.8,108.2,brown,tangy,kiwi +14.5,oval,1272.9,82.8,brown,tangy,pineapple +8.5,oval,228.3,109,yellow,sweet,mango +10.9,long,126.5,41.4,yellow,sweet,banana +0.9,round,5.3,43.5,blue,sweet,blueberry +3.1,oval,9.5,29.6,red,sweet,cherry +1,round,5.1,40.2,blue,sweet,blueberry +10.9,long,121.1,41.2,yellow,sweet,banana +7.5,round,272.3,131.1,red,sweet,pomegranate +2.8,oval,10.4,27.2,red,sweet,cherry +5.3,oval,70.9,97.9,brown,tangy,kiwi +8,round,292.5,92.3,green,sweet,custard apple +18.5,round,1275.5,101.1,brown,sweet,coconut +16.3,oval,1196.4,84.9,brown,tangy,pineapple +6.3,round,259.8,117.5,red,sweet,pomegranate +7.5,round,209.8,54.6,green,sour,guava +0.9,round,5.2,38.3,blue,sweet,blueberry +2.8,oval,10.9,28.5,red,sweet,cherry +16.4,oval,1263.3,82.7,brown,tangy,pineapple +1,round,5,10.5,purple,sweet,grape +9.3,long,120,39.6,yellow,sweet,banana +10.9,long,121.2,42.4,yellow,sweet,banana +9.3,oval,261.9,111,yellow,sweet,mango +9.1,long,109.9,43.9,yellow,sweet,banana +7.4,round,190,54.7,green,sour,guava +6.8,round,261.3,122.1,red,sweet,pomegranate +1.1,round,4.7,9.8,purple,sweet,grape +14.7,oval,1314.1,98.3,brown,tangy,pineapple +16.8,round,1308.7,96.8,brown,sweet,coconut +20.3,oval,1596,83.4,orange,sweet,papaya +19.3,oval,1547.7,83.9,orange,sweet,papaya +6.8,round,217.1,57,green,sour,guava +1,round,4.8,41.4,blue,sweet,blueberry +6.6,round,194.6,62,green,sour,guava +7.7,round,233.4,126.3,red,sweet,pomegranate +4.6,oval,47.9,18.2,orange,tangy,orange +1.1,round,4.7,39,blue,sweet,blueberry +5.7,round,151.3,75.2,red,sweet,apple +10.1,long,115.9,36.5,yellow,sweet,banana +1.9,round,13.8,51.3,pink,sweet,lychee +8.3,oval,189.8,74.5,green,sweet,pear +3.2,oval,19.3,58.6,red,sweet,strawberry +11,long,126.8,40,yellow,sweet,banana +1,round,4.9,10.6,purple,sweet,grape +19.8,round,1101.7,93,brown,sweet,coconut +7.3,oval,181.8,72.2,green,sweet,pear +4.5,oval,80.7,103,brown,tangy,kiwi +4.8,oval,71.7,93,brown,tangy,kiwi +17.2,round,1186.5,105,brown,sweet,coconut +7.7,oval,191.4,76.2,green,sweet,pear +2.9,oval,9.1,28,red,sweet,cherry +8.3,oval,228,113.1,yellow,sweet,mango +2.8,oval,20.2,62.7,red,sweet,strawberry +4.3,round,49.3,70.9,purple,tangy,plum +3,oval,21.2,56.1,red,sweet,strawberry +8.9,oval,263.1,123.1,yellow,sweet,mango +7.1,round,216.1,63.1,green,sour,guava +6.4,round,152.1,73.6,red,sweet,apple +9.3,oval,410.6,155.3,pink,sweet,dragon fruit +0.9,round,5,41.7,blue,sweet,blueberry +2.8,oval,10,28.7,red,sweet,cherry +14.2,oval,1313.1,97,brown,tangy,pineapple +10.3,oval,434.9,157.8,pink,sweet,dragon fruit +2.8,oval,19.1,62.5,red,sweet,strawberry +6.1,round,163.4,74.8,red,sweet,apple +7.5,round,320.5,88.1,green,sweet,custard apple +3.2,oval,9.9,32,red,sweet,cherry +6.8,round,249.3,122.8,red,sweet,pomegranate +1.1,round,5.4,39.4,blue,sweet,blueberry +3,oval,21.8,62.6,red,sweet,strawberry +6.8,round,258.4,116.7,red,sweet,pomegranate +8.9,oval,258.5,118.2,yellow,sweet,mango +10.2,long,126.4,42.5,yellow,sweet,banana +9.2,long,123.4,37.5,yellow,sweet,banana +9.7,oval,409,155.5,pink,sweet,dragon fruit +9.5,oval,238.4,120,yellow,sweet,mango +4,round,46.4,69.1,purple,tangy,plum +19.3,oval,1572.9,72.2,orange,sweet,papaya +16.2,oval,1275.3,93.7,brown,tangy,pineapple +22,oval,1425.7,85.6,orange,sweet,papaya +24.2,round,2743.6,146,green,sweet,watermelon +26,round,3064.1,137.6,green,sweet,watermelon +8.7,oval,173.6,76.9,green,sweet,pear +2.8,oval,19.8,59.2,red,sweet,strawberry +7.8,oval,187.5,68.4,green,sweet,pear +27.1,round,2838.3,140,green,sweet,watermelon +1.1,round,5.4,10.4,purple,sweet,grape +2.1,round,13.9,47.4,pink,sweet,lychee +20.2,oval,1425.3,76.6,orange,sweet,papaya +1.1,round,5.1,10.9,purple,sweet,grape +7.3,oval,184.9,68.2,green,sweet,pear +5.4,oval,81.7,106.9,brown,tangy,kiwi +4.6,oval,49,20,orange,tangy,orange +19.9,oval,1364.8,80.6,orange,sweet,papaya +8.8,oval,177.2,63.8,green,sweet,pear +19.5,oval,1436.3,73.5,orange,sweet,papaya +7.3,round,245.6,124.6,red,sweet,pomegranate +7.9,round,302.6,92.3,green,sweet,custard apple +4.6,oval,51.5,18.8,orange,tangy,orange +6.3,round,145.7,80,red,sweet,apple +9.3,long,119.6,43.1,yellow,sweet,banana +4,round,46.5,76.4,purple,tangy,plum +17.6,round,1154.1,105.4,brown,sweet,coconut +2,round,14.5,50.7,pink,sweet,lychee +18.3,round,1090.5,97,brown,sweet,coconut +6.8,round,265.5,118.8,red,sweet,pomegranate +2.8,oval,10.7,29.9,red,sweet,cherry +10.7,long,120,42.3,yellow,sweet,banana +10.8,oval,381.6,155.9,pink,sweet,dragon fruit +3.1,oval,9.8,28,red,sweet,cherry +4.8,oval,47.6,21.8,orange,tangy,orange +9.4,oval,370.8,156.8,pink,sweet,dragon fruit +17.4,round,1219.3,100.8,brown,sweet,coconut +4.9,oval,46.9,21.1,orange,tangy,orange +3.6,round,54.8,76.8,purple,tangy,plum +1.8,round,14.2,53.9,pink,sweet,lychee +10.5,long,119.6,43.1,yellow,sweet,banana +13.7,oval,1173.6,96.7,brown,tangy,pineapple +1,round,5.3,9.6,purple,sweet,grape +5.1,oval,53.8,18.4,orange,tangy,orange +27.5,round,2734.1,151.1,green,sweet,watermelon +4.1,round,48.4,69.4,purple,tangy,plum +5.2,oval,45.8,21.9,orange,tangy,orange +21,oval,1525.4,75.2,orange,sweet,papaya +10,long,122.8,39.4,yellow,sweet,banana +3.2,oval,9.1,31.5,red,sweet,cherry +10.8,long,109.4,38.1,yellow,sweet,banana +9.6,long,113.4,38.5,yellow,sweet,banana +6.5,round,145.9,83.2,red,sweet,apple +9.7,oval,371.7,142,pink,sweet,dragon fruit +3.8,round,45.5,70.7,purple,tangy,plum +3.9,round,46.2,67.2,purple,tangy,plum +13.7,oval,1148.7,92.2,brown,tangy,pineapple +1,round,5.2,10,purple,sweet,grape +10.3,long,115.9,42.7,yellow,sweet,banana +6.2,round,136.3,74.4,red,sweet,apple +5.7,round,148.5,76.3,red,sweet,apple +8.4,oval,263.2,112.6,yellow,sweet,mango +10,oval,401.3,147.3,pink,sweet,dragon fruit +9.8,long,121.5,39.1,yellow,sweet,banana +26.9,round,2747.5,135.8,green,sweet,watermelon +15,oval,1143.3,85.5,brown,tangy,pineapple +7.2,round,216.8,54.3,green,sour,guava +3.8,round,45.3,67.9,purple,tangy,plum +2.8,oval,9.8,29.2,red,sweet,cherry +10.9,long,115.7,40.9,yellow,sweet,banana +3,oval,19.7,63.8,red,sweet,strawberry +2.8,oval,9.5,32.7,red,sweet,cherry +4.8,oval,52.9,19.8,orange,tangy,orange +6.7,round,258.3,109.6,red,sweet,pomegranate +8.3,round,270.6,81.6,green,sweet,custard apple +21.8,oval,1603.2,78.2,orange,sweet,papaya +4.7,oval,75.6,104.6,brown,tangy,kiwi +5.1,oval,54.5,19.9,orange,tangy,orange +2.2,round,16.3,51.1,pink,sweet,lychee +2.2,round,15.1,45.6,pink,sweet,lychee +16.4,oval,1200.3,88,brown,tangy,pineapple +5.4,oval,49.9,18.3,orange,tangy,orange +6.8,round,214.5,60.3,green,sour,guava +1,round,4.9,41.6,blue,sweet,blueberry +2.7,oval,19.6,62.9,red,sweet,strawberry +7.3,round,302.7,87.7,green,sweet,custard apple +21.6,oval,1569.5,79.2,orange,sweet,papaya +1,round,5,9.8,purple,sweet,grape +2,round,14.1,46.2,pink,sweet,lychee +1,round,4.6,39.5,blue,sweet,blueberry +18.2,oval,1421,78.5,orange,sweet,papaya +6.5,round,259.2,110.6,red,sweet,pomegranate +9.4,oval,397.4,161.1,pink,sweet,dragon fruit +4.9,oval,67.5,104.2,brown,tangy,kiwi +3.9,round,48.1,74,purple,tangy,plum +6.7,round,216.3,55.1,green,sour,guava +1,round,4.5,39.6,blue,sweet,blueberry +1.1,round,5.3,9.3,purple,sweet,grape +1,round,5.2,40.3,blue,sweet,blueberry +5.3,oval,70.8,92.4,brown,tangy,kiwi +14.5,oval,1303.4,85.2,brown,tangy,pineapple +6.4,round,161.8,85.7,red,sweet,apple +21.4,oval,1472.3,73.1,orange,sweet,papaya +0.9,round,5.2,10.4,purple,sweet,grape +5,oval,79.6,95.6,brown,tangy,kiwi +7.8,round,311.6,86.1,green,sweet,custard apple +13.9,oval,1260.2,97.4,brown,tangy,pineapple +7.6,round,273.6,129.9,red,sweet,pomegranate +0.9,round,5,9,purple,sweet,grape +6,round,138.8,79.9,red,sweet,apple +2.8,oval,9.2,30.9,red,sweet,cherry +7.7,round,277.4,97.4,green,sweet,custard apple +5.2,oval,52.6,21.4,orange,tangy,orange +9.6,long,119.3,42.1,yellow,sweet,banana +17,round,1165.1,94.8,brown,sweet,coconut +8.6,oval,180.6,69,green,sweet,pear +5.1,oval,82,93.2,brown,tangy,kiwi +14.8,oval,1236.9,81.9,brown,tangy,pineapple +24.4,round,2823.7,162.5,green,sweet,watermelon +9.1,long,120,43.3,yellow,sweet,banana +20.3,oval,1481,81.4,orange,sweet,papaya +2.8,oval,10.4,27,red,sweet,cherry +4,round,53.3,63.2,purple,tangy,plum +15.5,oval,1251.5,98.4,brown,tangy,pineapple +5.5,oval,71,109.7,brown,tangy,kiwi +8.2,oval,265.3,110.9,yellow,sweet,mango +18.2,round,1273.9,94.7,brown,sweet,coconut +7.5,round,291.2,91.7,green,sweet,custard apple +27.3,round,2713.1,159.3,green,sweet,watermelon +10.4,long,113.6,43,yellow,sweet,banana +7.7,oval,175,66.6,green,sweet,pear +3,oval,20.3,56,red,sweet,strawberry +16.6,round,1283,105.6,brown,sweet,coconut +5.2,oval,51.6,19.8,orange,tangy,orange +6.5,round,199.3,63.1,green,sour,guava +1,round,5,36.9,blue,sweet,blueberry +7,round,202.6,54.8,green,sour,guava +7.8,oval,165,74.4,green,sweet,pear +8.8,round,281.5,87.4,green,sweet,custard apple +8.1,round,274.5,87.8,green,sweet,custard apple +5.9,round,141.6,79.1,red,sweet,apple +3,oval,10.7,32.7,red,sweet,cherry +6.8,round,215.8,65.7,green,sour,guava +15.5,oval,1127.8,91.4,brown,tangy,pineapple +7.5,round,237.1,125.6,red,sweet,pomegranate +6.5,round,164.6,80.9,red,sweet,apple +7.5,round,315,95.2,green,sweet,custard apple +9.1,oval,252.1,108.5,yellow,sweet,mango +2,round,14.3,47.2,pink,sweet,lychee +15.7,oval,1221.3,95.1,brown,tangy,pineapple +2.1,round,13.5,47.9,pink,sweet,lychee +6.4,round,264.5,110.9,red,sweet,pomegranate +4.8,oval,77.1,90.2,brown,tangy,kiwi +21.2,oval,1438.3,86.7,orange,sweet,papaya +6.3,round,249.5,129.2,red,sweet,pomegranate +1.9,round,15,45.1,pink,sweet,lychee +8.6,oval,266.5,131.2,yellow,sweet,mango +1,round,5.3,9.8,purple,sweet,grape +18.8,round,1286.6,100.4,brown,sweet,coconut +1.9,round,13.5,51,pink,sweet,lychee +1,round,4.5,9.2,purple,sweet,grape +6.6,round,180,58.8,green,sour,guava +2,round,14.8,52.2,pink,sweet,lychee +4.6,oval,51.9,20,orange,tangy,orange +2.1,round,13.5,52.3,pink,sweet,lychee +0.9,round,5.2,10.3,purple,sweet,grape +7.4,round,280.7,82,green,sweet,custard apple +5.4,oval,54.5,20.3,orange,tangy,orange +18.8,oval,1427.1,77.1,orange,sweet,papaya +8.8,round,325.7,89.9,green,sweet,custard apple +6.6,round,140,74.2,red,sweet,apple +10.5,long,129.8,40,yellow,sweet,banana +27,round,2721.7,150.9,green,sweet,watermelon +4.3,round,49,74.5,purple,tangy,plum +7.6,round,253.6,118.5,red,sweet,pomegranate +7.6,oval,171.8,71.2,green,sweet,pear +8.7,oval,236.9,127.3,yellow,sweet,mango +10.4,long,108.4,41.2,yellow,sweet,banana +1,round,5.4,10.4,purple,sweet,grape +14.3,oval,1082.7,90.4,brown,tangy,pineapple +10.8,oval,362.9,147.6,pink,sweet,dragon fruit +1.1,round,5.4,9.9,purple,sweet,grape +5.9,round,155.3,74.8,red,sweet,apple +7.7,oval,180.4,76.5,green,sweet,pear +23.4,round,2739.1,145.6,green,sweet,watermelon +26.7,round,3163.8,153.7,green,sweet,watermelon +4.6,oval,48.2,19.7,orange,tangy,orange +10.9,oval,397.6,148.9,pink,sweet,dragon fruit +9.9,long,125.9,40.1,yellow,sweet,banana +20.4,oval,1577.8,86.1,orange,sweet,papaya +7.6,oval,168.3,71.4,green,sweet,pear +7.2,round,219.2,54,green,sour,guava +3.8,round,52.9,75.3,purple,tangy,plum +6.3,round,146.9,87.7,red,sweet,apple +20.1,oval,1598.3,80.4,orange,sweet,papaya +9.2,oval,271.4,119.2,yellow,sweet,mango +2.9,oval,10.2,28.4,red,sweet,cherry +15.2,oval,1284.1,84.4,brown,tangy,pineapple +6.8,round,245.3,123.4,red,sweet,pomegranate +10.6,long,125.9,43.4,yellow,sweet,banana +7.5,round,268,115.5,red,sweet,pomegranate +7.1,round,269.4,125.8,red,sweet,pomegranate +4.9,oval,72.5,91.3,brown,tangy,kiwi +6.3,round,137,82.8,red,sweet,apple +3.8,round,46.3,69.8,purple,tangy,plum +10.6,long,110.2,42.2,yellow,sweet,banana +16.3,round,1170.1,99.1,brown,sweet,coconut +14.3,oval,1081,83,brown,tangy,pineapple +4.3,round,51.3,65.1,purple,tangy,plum +9.2,oval,269.3,114.6,yellow,sweet,mango +7.2,round,195.8,63.3,green,sour,guava +10.9,long,120.1,36.5,yellow,sweet,banana +10.9,long,124.1,41.1,yellow,sweet,banana +1.1,round,5.3,37.7,blue,sweet,blueberry +3,oval,21.7,59.3,red,sweet,strawberry +9.6,oval,253.9,117,yellow,sweet,mango +14.8,oval,1194.1,97.7,brown,tangy,pineapple +14.4,oval,1275.1,98.7,brown,tangy,pineapple +24.7,round,2941.3,149,green,sweet,watermelon +5.2,oval,68.6,98.9,brown,tangy,kiwi +14.5,oval,1243.4,81.5,brown,tangy,pineapple +9.8,oval,379.9,157.3,pink,sweet,dragon fruit +2,round,13.8,49.1,pink,sweet,lychee +2.7,oval,10.2,29.4,red,sweet,cherry +6.7,round,262,110.3,red,sweet,pomegranate +8.6,round,293.2,93.7,green,sweet,custard apple +0.9,round,5.1,9.4,purple,sweet,grape +4.8,oval,71.9,104.9,brown,tangy,kiwi +10.2,oval,403.7,157.2,pink,sweet,dragon fruit +13.8,oval,1294.7,89.6,brown,tangy,pineapple +6.4,round,268.8,119.7,red,sweet,pomegranate +4.1,round,50.7,72.2,purple,tangy,plum +4.8,oval,68.8,100.4,brown,tangy,kiwi +7.3,round,318.5,91.8,green,sweet,custard apple +20.2,oval,1422.9,74.6,orange,sweet,papaya +8.8,oval,234.4,129,yellow,sweet,mango +19.2,round,1088.7,103.8,brown,sweet,coconut +18.9,round,1157.6,100.6,brown,sweet,coconut +4.1,round,47.7,73.5,purple,tangy,plum +7.2,oval,172.1,71,green,sweet,pear +5.5,round,150.1,79.7,red,sweet,apple +8.5,round,275.3,96.2,green,sweet,custard apple +8,round,301.6,91.4,green,sweet,custard apple +7.2,round,263.8,130.1,red,sweet,pomegranate +13.6,oval,1247.2,86.8,brown,tangy,pineapple +6.9,round,206.3,57.1,green,sour,guava +6.8,round,195.6,56.9,green,sour,guava +10.1,oval,394.3,155.7,pink,sweet,dragon fruit +6.9,round,247.6,114.3,red,sweet,pomegranate +15.1,oval,1265.5,83.3,brown,tangy,pineapple +9.2,long,130.7,41.8,yellow,sweet,banana +7.3,oval,182.8,69.1,green,sweet,pear +23.8,round,2844.9,160.8,green,sweet,watermelon +5.5,oval,71.3,98.8,brown,tangy,kiwi +20.1,oval,1569.1,79.9,orange,sweet,papaya +5.3,oval,51.6,19.5,orange,tangy,orange +15.8,oval,1191.5,86.9,brown,tangy,pineapple +7.9,round,302.7,84.7,green,sweet,custard apple +1,round,5.3,10.1,purple,sweet,grape +7,round,262,122.6,red,sweet,pomegranate +8.1,oval,274.6,113.6,yellow,sweet,mango +6.5,round,147.4,79.5,red,sweet,apple +2.2,round,15.3,52.6,pink,sweet,lychee +7.3,round,190.2,62.2,green,sour,guava +5.2,oval,78.3,104.3,brown,tangy,kiwi +6.6,round,164,72.1,red,sweet,apple +3.7,round,49.6,72.8,purple,tangy,plum +6.8,round,265.1,128.7,red,sweet,pomegranate +19.7,oval,1464.2,75.8,orange,sweet,papaya +6.5,round,180.1,64.3,green,sour,guava +9.9,oval,361.2,135.4,pink,sweet,dragon fruit +3,oval,20.6,55,red,sweet,strawberry +10.8,long,122.3,40.9,yellow,sweet,banana +1,round,4.6,9.3,purple,sweet,grape +10,oval,406,149.6,pink,sweet,dragon fruit +8.8,round,311.3,92.6,green,sweet,custard apple +5.4,oval,45.4,20.2,orange,tangy,orange +7.6,round,237.1,118.6,red,sweet,pomegranate +1.9,round,16.1,48.4,pink,sweet,lychee +16.5,oval,1286.3,97.2,brown,tangy,pineapple +7.6,round,201.1,56,green,sour,guava +6.7,round,227,109.5,red,sweet,pomegranate +7.8,round,318.2,94.5,green,sweet,custard apple +4.5,oval,51.4,21.3,orange,tangy,orange +2.2,round,16.1,52.3,pink,sweet,lychee +9.5,oval,268.5,129.5,yellow,sweet,mango +9.2,oval,369.3,150.1,pink,sweet,dragon fruit +2.1,round,15.5,54.8,pink,sweet,lychee +15.9,oval,1247.5,90.4,brown,tangy,pineapple +7.6,round,282.5,84.8,green,sweet,custard apple +6.4,round,268.6,120.3,red,sweet,pomegranate +8.8,oval,170.3,75.1,green,sweet,pear +27.3,round,2986.1,150.4,green,sweet,watermelon +5.2,oval,81.9,96.4,brown,tangy,kiwi +19.4,oval,1436.6,74.1,orange,sweet,papaya +19.3,oval,1515.1,87.4,orange,sweet,papaya +8.1,oval,173.4,68.7,green,sweet,pear +10.2,oval,401.6,138.2,pink,sweet,dragon fruit +9.8,long,116.1,40,yellow,sweet,banana +8.4,oval,182,75,green,sweet,pear +10.9,oval,382.9,152,pink,sweet,dragon fruit +19.1,oval,1585.7,85.4,orange,sweet,papaya +9.6,oval,247.5,127.1,yellow,sweet,mango +25.2,round,2701.4,139.5,green,sweet,watermelon +1.1,round,5.4,10.4,purple,sweet,grape +1,round,4.6,36.7,blue,sweet,blueberry +2.1,round,14.8,54.8,pink,sweet,lychee +6,round,160.2,79.2,red,sweet,apple +15.9,oval,1159.6,83.7,brown,tangy,pineapple +4.5,oval,76.9,103.2,brown,tangy,kiwi +9.2,long,122.8,41.9,yellow,sweet,banana +2,round,14.9,49,pink,sweet,lychee +9.7,oval,249.9,124.7,yellow,sweet,mango +9,long,111.8,43.8,yellow,sweet,banana +7.4,oval,181.5,65.6,green,sweet,pear +10.2,oval,392.4,156.4,pink,sweet,dragon fruit +10.7,oval,399.1,140.3,pink,sweet,dragon fruit +9.4,long,129.6,42,yellow,sweet,banana +2.8,oval,9.9,30.2,red,sweet,cherry +7.6,round,288.7,91.5,green,sweet,custard apple +24.3,round,2868.7,163.9,green,sweet,watermelon +10.6,oval,396.1,136.4,pink,sweet,dragon fruit +22.9,round,3196.6,157.6,green,sweet,watermelon +26.6,round,3029.7,152,green,sweet,watermelon +2,round,15,48.3,pink,sweet,lychee +5.4,oval,78.2,102.7,brown,tangy,kiwi +6.9,round,195.2,61.3,green,sour,guava +6.3,round,184.2,55.8,green,sour,guava +5.1,oval,74.5,91.1,brown,tangy,kiwi +9.1,oval,229.8,122.1,yellow,sweet,mango +9.8,oval,401.7,136.9,pink,sweet,dragon fruit +0.9,round,4.8,10.5,purple,sweet,grape +7.4,oval,179.4,71.7,green,sweet,pear +8,oval,163.9,70.5,green,sweet,pear +0.9,round,5.4,10.7,purple,sweet,grape +7.2,round,236.1,117.5,red,sweet,pomegranate +5.2,oval,53.4,19.6,orange,tangy,orange +2.8,oval,10.8,29.5,red,sweet,cherry +0.9,round,4.6,10.4,purple,sweet,grape +1.1,round,4.9,9,purple,sweet,grape +10.7,oval,424.8,159,pink,sweet,dragon fruit +20.8,oval,1645.1,87.9,orange,sweet,papaya +6.5,round,255.1,123,red,sweet,pomegranate +3,oval,9.1,31.3,red,sweet,cherry +4.7,oval,46.7,21.3,orange,tangy,orange +16.2,oval,1248.4,86.6,brown,tangy,pineapple +7.4,round,188.6,54,green,sour,guava +6.5,round,152.7,87.4,red,sweet,apple +15.5,oval,1206.1,88.7,brown,tangy,pineapple +2.1,round,15.6,46.5,pink,sweet,lychee +9.3,long,125.6,42.4,yellow,sweet,banana +2.2,round,16.3,48.4,pink,sweet,lychee +6.3,round,141.3,86.1,red,sweet,apple +15,oval,1182.3,95.3,brown,tangy,pineapple +26.6,round,2961.2,142.9,green,sweet,watermelon +19.6,round,1132,108.5,brown,sweet,coconut +4.6,oval,78.3,107.6,brown,tangy,kiwi +4.9,oval,54.3,21.5,orange,tangy,orange +1.1,round,4.9,9.7,purple,sweet,grape +3.7,round,48.3,68.4,purple,tangy,plum +3.1,oval,19.4,59.6,red,sweet,strawberry +1.8,round,14.8,54,pink,sweet,lychee +7.5,round,227.7,109,red,sweet,pomegranate +8.5,oval,174.6,65.5,green,sweet,pear +17.2,round,1181.7,93.1,brown,sweet,coconut +10.8,oval,402.3,146.7,pink,sweet,dragon fruit +3.3,oval,9.9,29.3,red,sweet,cherry +1,round,4.9,43.4,blue,sweet,blueberry +2.9,oval,20.4,65.6,red,sweet,strawberry +18.8,oval,1625.6,84.9,orange,sweet,papaya +4.3,round,45.6,73.1,purple,tangy,plum +7.8,oval,170.1,63.3,green,sweet,pear +6.6,round,212,54.1,green,sour,guava +1,round,5.4,11,purple,sweet,grape +8.7,oval,256.6,111.8,yellow,sweet,mango +5,oval,72.6,94.1,brown,tangy,kiwi +8.5,oval,182.5,66,green,sweet,pear +8.6,round,294.9,84.1,green,sweet,custard apple +8.5,oval,226.3,118.5,yellow,sweet,mango +6.6,round,271.5,124.6,red,sweet,pomegranate +2,round,14.2,46.8,pink,sweet,lychee +1,round,4.8,9.8,purple,sweet,grape +9.4,long,116.1,37.2,yellow,sweet,banana +4.7,oval,76.2,102.8,brown,tangy,kiwi +8.5,oval,266.1,111.9,yellow,sweet,mango +7.5,round,283.8,85.6,green,sweet,custard apple +1.8,round,13.9,45.8,pink,sweet,lychee +4.6,oval,75.3,101.1,brown,tangy,kiwi +10.8,long,128.3,39.5,yellow,sweet,banana +0.9,round,4.9,9.9,purple,sweet,grape +3.8,round,53.5,64,purple,tangy,plum +7.6,round,188.6,54.2,green,sour,guava +6.6,round,232.1,129.9,red,sweet,pomegranate +22.6,round,3200,141.7,green,sweet,watermelon +6.6,round,253.3,130.9,red,sweet,pomegranate +7.1,round,262.4,128,red,sweet,pomegranate +4.5,oval,76.1,100.4,brown,tangy,kiwi +5,oval,80.6,102,brown,tangy,kiwi +19.3,oval,1611.1,78.4,orange,sweet,papaya +15.6,oval,1207.7,90.2,brown,tangy,pineapple +9,long,129,40.4,yellow,sweet,banana +3.8,round,54.7,76.2,purple,tangy,plum +3.1,oval,18,64.1,red,sweet,strawberry +8.3,oval,250.3,113.4,yellow,sweet,mango +16.6,round,1121.3,102.1,brown,sweet,coconut +16.5,round,1097.6,102.6,brown,sweet,coconut +16.1,oval,1236.8,93.8,brown,tangy,pineapple +8.1,round,275.7,86.7,green,sweet,custard apple +3.7,round,53.6,74.8,purple,tangy,plum +7.6,round,298.8,95.7,green,sweet,custard apple +21.8,oval,1543.9,86.3,orange,sweet,papaya +7.1,round,269,115.6,red,sweet,pomegranate +6,round,162,85.6,red,sweet,apple +8,oval,192.7,68.7,green,sweet,pear +8.7,round,326,81.7,green,sweet,custard apple +7.7,oval,194.4,72.3,green,sweet,pear +1.1,round,4.9,10.3,purple,sweet,grape +3.8,round,47.2,64.4,purple,tangy,plum +17.9,round,1142.1,95.5,brown,sweet,coconut +6,round,158.6,74,red,sweet,apple +17.3,round,1192.5,97.3,brown,sweet,coconut +2,round,14.6,46.8,pink,sweet,lychee +4.4,round,45.6,72.9,purple,tangy,plum +6.5,round,242.2,112.2,red,sweet,pomegranate +5.2,oval,72.1,92.3,brown,tangy,kiwi +4.8,oval,51.7,20.8,orange,tangy,orange +8.4,round,305.9,86.1,green,sweet,custard apple +6.1,round,156.6,74.9,red,sweet,apple +24.3,round,2926.8,159.7,green,sweet,watermelon +25.4,round,2822,140.9,green,sweet,watermelon +16.5,round,1109,99.6,brown,sweet,coconut +14.9,oval,1212,92,brown,tangy,pineapple +3,oval,10,30.4,red,sweet,cherry +6.6,round,185.3,59.7,green,sour,guava +4.9,oval,48.4,19,orange,tangy,orange +10,oval,377.8,151.3,pink,sweet,dragon fruit +15.1,oval,1309.7,92.3,brown,tangy,pineapple +2.1,round,16.2,47.4,pink,sweet,lychee +4.6,oval,70.7,108.3,brown,tangy,kiwi +9.2,oval,439.1,137.1,pink,sweet,dragon fruit +9.8,oval,393.7,143.9,pink,sweet,dragon fruit +6.8,round,259.9,112.7,red,sweet,pomegranate +6.2,round,159.4,86.7,red,sweet,apple +9.7,long,125.7,41.2,yellow,sweet,banana +5.2,oval,75.5,98.9,brown,tangy,kiwi +7.6,round,185.6,63.9,green,sour,guava +3.1,oval,18.7,54.5,red,sweet,strawberry +19,oval,1419.7,79.8,orange,sweet,papaya +7.3,round,234,127.7,red,sweet,pomegranate +5.7,round,161.1,73.3,red,sweet,apple +8.7,round,285.9,97,green,sweet,custard apple +8.6,oval,177.8,67.8,green,sweet,pear +26.8,round,2874.2,140.3,green,sweet,watermelon +6.6,round,255.1,129.2,red,sweet,pomegranate +20.5,oval,1603.1,79.7,orange,sweet,papaya +1.9,round,14.2,45.2,pink,sweet,lychee +3.1,oval,10.9,32.5,red,sweet,cherry +3,oval,10.7,30.9,red,sweet,cherry +9.6,oval,245.2,127.5,yellow,sweet,mango +1,round,5,38.1,blue,sweet,blueberry +7,round,272.5,111.1,red,sweet,pomegranate +10.2,long,112.5,36.6,yellow,sweet,banana +6.5,round,147.1,74.3,red,sweet,apple +3.1,oval,9.2,30.1,red,sweet,cherry +5,oval,46.1,19.9,orange,tangy,orange +26.4,round,3018.4,162.1,green,sweet,watermelon +1,round,4.9,10.9,purple,sweet,grape +0.9,round,5.1,9.4,purple,sweet,grape +1,round,5.5,43.9,blue,sweet,blueberry +8.1,round,279.9,98.8,green,sweet,custard apple +9.4,oval,437,163.3,pink,sweet,dragon fruit +5.5,oval,79.7,109.5,brown,tangy,kiwi +4.3,round,53.9,65.8,purple,tangy,plum +9.4,long,120.8,38.3,yellow,sweet,banana +6.7,round,212.9,63.3,green,sour,guava +6.8,round,191.8,56.3,green,sour,guava +1,round,5.4,9.1,purple,sweet,grape +21.1,oval,1429.8,76.4,orange,sweet,papaya +20.7,oval,1468.1,87.9,orange,sweet,papaya +8.7,round,275.6,94,green,sweet,custard apple +10.5,oval,387.7,142.2,pink,sweet,dragon fruit +10.2,long,121.9,39,yellow,sweet,banana +18,round,1109,101.4,brown,sweet,coconut +8.7,oval,244.2,120.6,yellow,sweet,mango +15.2,oval,1136.3,94.1,brown,tangy,pineapple +5.1,oval,47.2,20,orange,tangy,orange +8.1,oval,274.7,114.9,yellow,sweet,mango +9.8,oval,249.7,130.3,yellow,sweet,mango +19.8,oval,1439.1,79.8,orange,sweet,papaya +2.8,oval,19.3,63.3,red,sweet,strawberry +10.7,long,127.7,41.6,yellow,sweet,banana +19.6,round,1151.3,109.8,brown,sweet,coconut +8.5,oval,195.7,64,green,sweet,pear +7.8,round,317.2,85.4,green,sweet,custard apple +6.9,round,194.7,59.4,green,sour,guava +4.3,round,51.6,68.3,purple,tangy,plum +1,round,5.4,40.3,blue,sweet,blueberry +5.2,oval,50.9,20.7,orange,tangy,orange +18.2,round,1229.8,97.7,brown,sweet,coconut +6.7,round,233,119.3,red,sweet,pomegranate +18.5,oval,1407.2,77.8,orange,sweet,papaya +4.3,round,53.2,76.7,purple,tangy,plum +1.1,round,5.1,10.1,purple,sweet,grape +9.8,long,117.9,41.7,yellow,sweet,banana +14,oval,1252.4,83.4,brown,tangy,pineapple +4.8,oval,79.6,97,brown,tangy,kiwi +3.2,oval,18.3,64.8,red,sweet,strawberry +0.9,round,5,41.1,blue,sweet,blueberry +15.2,oval,1238.5,92.3,brown,tangy,pineapple +3.3,oval,19.1,64.9,red,sweet,strawberry +22.8,round,2767.6,155.8,green,sweet,watermelon +0.9,round,4.8,10.3,purple,sweet,grape +4.8,oval,68.6,98.1,brown,tangy,kiwi +10.1,long,113.1,41.2,yellow,sweet,banana +1.8,round,13.9,53.3,pink,sweet,lychee +24.7,round,3089.8,154.9,green,sweet,watermelon +5.4,oval,71.5,91.4,brown,tangy,kiwi +7.3,round,321.4,89.1,green,sweet,custard apple +1.1,round,4.8,39.7,blue,sweet,blueberry +4.7,oval,50.2,18.7,orange,tangy,orange +2.2,round,14.4,46.5,pink,sweet,lychee +10.8,oval,377.5,139.6,pink,sweet,dragon fruit +20.4,oval,1406.2,86.2,orange,sweet,papaya +2,round,14.1,54.1,pink,sweet,lychee +2.7,oval,10.5,32.2,red,sweet,cherry +1,round,5.4,37.9,blue,sweet,blueberry +10,long,119.7,38,yellow,sweet,banana +7.5,round,193.3,61.3,green,sour,guava +7.5,round,316.3,83.2,green,sweet,custard apple +15.9,oval,1305.7,91.3,brown,tangy,pineapple +21.7,oval,1465.9,85.4,orange,sweet,papaya +9.2,long,119.9,41.5,yellow,sweet,banana +3.8,round,48.6,66.7,purple,tangy,plum +3.1,oval,9.1,31.8,red,sweet,cherry +3,oval,10.9,29.2,red,sweet,cherry +7.6,round,252.4,126.1,red,sweet,pomegranate +0.9,round,5.2,9.5,purple,sweet,grape +1.1,round,5.1,39.3,blue,sweet,blueberry +3.9,round,53.7,72.7,purple,tangy,plum +7.2,round,229.6,117.1,red,sweet,pomegranate +0.9,round,4.9,10,purple,sweet,grape +7.4,round,328.1,88,green,sweet,custard apple +2,round,16.3,53.3,pink,sweet,lychee +3.1,oval,19,57.3,red,sweet,strawberry +5.3,oval,51,21.3,orange,tangy,orange +3.2,oval,20.4,62.3,red,sweet,strawberry +21.1,oval,1527.6,84.5,orange,sweet,papaya +6.2,round,142.9,77.6,red,sweet,apple +8,round,273,91.1,green,sweet,custard apple +4.1,round,54.9,66.7,purple,tangy,plum +9.7,long,108.4,41.8,yellow,sweet,banana +1,round,4.9,39.1,blue,sweet,blueberry +21.2,oval,1630,72.1,orange,sweet,papaya +25.9,round,3010.2,160,green,sweet,watermelon +10.2,oval,389.7,153.9,pink,sweet,dragon fruit +0.9,round,4.9,10.8,purple,sweet,grape +8.3,round,290.8,99,green,sweet,custard apple +6.1,round,145.6,76.8,red,sweet,apple +6.8,round,273.7,122.5,red,sweet,pomegranate +4.9,oval,79.9,98.8,brown,tangy,kiwi +9.3,oval,234,131.8,yellow,sweet,mango +20.6,oval,1539.4,82.1,orange,sweet,papaya +7.2,round,219.8,65.3,green,sour,guava +9.7,long,111.1,37.3,yellow,sweet,banana +5.1,oval,45.3,21.2,orange,tangy,orange +1,round,4.9,9.6,purple,sweet,grape +10.8,long,126.6,41.7,yellow,sweet,banana +7.8,oval,191.5,63.1,green,sweet,pear +7.3,round,193.6,59.2,green,sour,guava +19.2,round,1117.7,106.5,brown,sweet,coconut +8.2,oval,244.5,117.2,yellow,sweet,mango +19.7,oval,1480.3,76.8,orange,sweet,papaya +1.1,round,5.4,36.3,blue,sweet,blueberry +6.4,round,249.9,110.8,red,sweet,pomegranate +7.8,oval,175,65.8,green,sweet,pear +7.8,round,292.7,82.3,green,sweet,custard apple +3.2,oval,10.3,27.6,red,sweet,cherry +9.3,oval,389.4,157.9,pink,sweet,dragon fruit +1,round,4.8,41.4,blue,sweet,blueberry +8.6,oval,264.1,115.6,yellow,sweet,mango +23.1,round,2823.8,162.7,green,sweet,watermelon +9,oval,426.4,135.6,pink,sweet,dragon fruit +24.2,round,3048.7,152.6,green,sweet,watermelon +7.4,round,310.3,95.4,green,sweet,custard apple +5.5,oval,50.7,19.4,orange,tangy,orange +7.3,oval,165.8,63.6,green,sweet,pear +3.7,round,46.4,69.7,purple,tangy,plum +1.9,round,16.5,53.4,pink,sweet,lychee +27.3,round,3188,140.7,green,sweet,watermelon +5.9,round,159.5,82.4,red,sweet,apple +14.2,oval,1169.4,89.7,brown,tangy,pineapple +7.5,oval,195.1,65.6,green,sweet,pear +2,round,15.8,49.1,pink,sweet,lychee +7.5,round,206.7,60.6,green,sour,guava +8.8,round,325.4,82.2,green,sweet,custard apple +25.7,round,3236.7,139.6,green,sweet,watermelon +7.7,round,198.6,62,green,sour,guava +26.2,round,2727.5,164.6,green,sweet,watermelon +10.7,long,130.6,38.1,yellow,sweet,banana +5,oval,53.6,19,orange,tangy,orange +0.9,round,4.7,39,blue,sweet,blueberry +6.4,round,154,72.5,red,sweet,apple +2.7,oval,9.8,29.2,red,sweet,cherry +20.4,oval,1517.3,84.1,orange,sweet,papaya +24,round,2938.4,153.5,green,sweet,watermelon +6.9,round,230.9,118.4,red,sweet,pomegranate +9.6,oval,424.4,154.9,pink,sweet,dragon fruit +7.6,oval,168.2,63.7,green,sweet,pear +21.2,oval,1445.6,73.1,orange,sweet,papaya +2.7,oval,19.9,60.6,red,sweet,strawberry +1,round,4.9,42.3,blue,sweet,blueberry +8.2,oval,272.5,129.1,yellow,sweet,mango +5.5,round,157.1,79.5,red,sweet,apple +5.5,round,155.6,76,red,sweet,apple +7.1,round,212.8,60,green,sour,guava +8.2,round,287.8,82.9,green,sweet,custard apple +16.2,oval,1232.1,92.3,brown,tangy,pineapple +11,long,121.1,40.7,yellow,sweet,banana +7.8,oval,166.7,66.1,green,sweet,pear +2.9,oval,9.5,29.7,red,sweet,cherry +4.7,oval,80.1,107.3,brown,tangy,kiwi +2.9,oval,20.3,63.6,red,sweet,strawberry +3.3,oval,9.3,32,red,sweet,cherry +21.3,oval,1603.6,80.8,orange,sweet,papaya +9.7,oval,384.4,140.7,pink,sweet,dragon fruit +1.9,round,15.6,49.7,pink,sweet,lychee +1,round,5.5,10.2,purple,sweet,grape +2.9,oval,20,64.9,red,sweet,strawberry +1.9,round,14.4,46.8,pink,sweet,lychee +7,round,248.2,117.5,red,sweet,pomegranate +9.2,oval,370.5,157.6,pink,sweet,dragon fruit +10.4,long,116.2,38.2,yellow,sweet,banana +5.4,oval,49.5,21.5,orange,tangy,orange +8.6,oval,197,70.6,green,sweet,pear +10.3,oval,378.6,146.4,pink,sweet,dragon fruit +6.6,round,226.4,130.4,red,sweet,pomegranate +10.9,oval,388.4,161.9,pink,sweet,dragon fruit +6.7,round,270.9,111.4,red,sweet,pomegranate +4.7,oval,82.3,101.4,brown,tangy,kiwi +4.8,oval,78.7,109.8,brown,tangy,kiwi +7.5,round,308.4,97.2,green,sweet,custard apple +8.5,round,312.7,89.8,green,sweet,custard apple +23.8,round,3122.9,140.6,green,sweet,watermelon +9.9,oval,367.6,157.1,pink,sweet,dragon fruit +7.2,round,204.5,62.2,green,sour,guava +5.8,round,159.4,80.9,red,sweet,apple +9.6,long,121.8,42.6,yellow,sweet,banana +20.4,oval,1547.9,82.2,orange,sweet,papaya +7.7,round,290.5,88.1,green,sweet,custard apple +7.3,round,288.1,85.6,green,sweet,custard apple +5.2,oval,53.1,18.8,orange,tangy,orange +4.6,oval,47.2,18.3,orange,tangy,orange +10.8,oval,373,153.6,pink,sweet,dragon fruit +1.1,round,4.8,10.2,purple,sweet,grape +7.3,oval,187.2,65.5,green,sweet,pear +3.9,round,53.6,63.3,purple,tangy,plum +18.7,round,1187.4,106.7,brown,sweet,coconut +8,oval,184.9,65.6,green,sweet,pear +1,round,5.2,38.7,blue,sweet,blueberry +8.9,oval,242.4,111.1,yellow,sweet,mango +2.7,oval,9.3,27.5,red,sweet,cherry +3.9,round,51.8,71.1,purple,tangy,plum +5.7,round,142.1,76.2,red,sweet,apple +3.8,round,53.4,69.2,purple,tangy,plum +9.7,long,124.3,39.9,yellow,sweet,banana +15.2,oval,1175.8,82.6,brown,tangy,pineapple +2,round,15.1,50,pink,sweet,lychee +2.9,oval,21.5,66,red,sweet,strawberry +7.1,round,247.8,110,red,sweet,pomegranate +9.6,oval,414.8,157.6,pink,sweet,dragon fruit +7.6,round,211.9,59.5,green,sour,guava +6.5,round,135.2,81.8,red,sweet,apple +3.1,oval,22,56.2,red,sweet,strawberry +7.4,oval,192.1,69.3,green,sweet,pear +10.9,oval,426.2,136.4,pink,sweet,dragon fruit +26,round,3296.1,138.2,green,sweet,watermelon +7.2,round,219.8,57.4,green,sour,guava +3.1,oval,9.5,29.5,red,sweet,cherry +9.3,oval,226.9,119.2,yellow,sweet,mango +7.2,round,298.1,88,green,sweet,custard apple +19.8,round,1291.7,109.9,brown,sweet,coconut +1.1,round,4.9,36.5,blue,sweet,blueberry +18,round,1184.6,108.2,brown,sweet,coconut +1,round,5.3,10.3,purple,sweet,grape +1.1,round,5.5,37,blue,sweet,blueberry +6.5,round,254.1,109.9,red,sweet,pomegranate +5,oval,75,98.7,brown,tangy,kiwi +3.2,oval,19.9,64,red,sweet,strawberry +2.2,round,14.4,46.5,pink,sweet,lychee +7,round,183.5,55.2,green,sour,guava +1.1,round,5.1,10.3,purple,sweet,grape +0.9,round,5.5,40.4,blue,sweet,blueberry +1,round,5,36.7,blue,sweet,blueberry +14.8,oval,1192.8,96.9,brown,tangy,pineapple +8,round,270.3,96.1,green,sweet,custard apple +16.8,round,1282.8,101.7,brown,sweet,coconut +21.1,oval,1491.6,82.7,orange,sweet,papaya +5.4,oval,80.9,95,brown,tangy,kiwi +8.5,oval,225,131.3,yellow,sweet,mango +21.2,oval,1386.4,87.8,orange,sweet,papaya +16.6,round,1114.6,95.7,brown,sweet,coconut +8.8,oval,246.1,124.3,yellow,sweet,mango +2.8,oval,9.6,31.8,red,sweet,cherry +8.5,round,306,90.2,green,sweet,custard apple +3.2,oval,20.2,64.8,red,sweet,strawberry +4.9,oval,79.7,108.7,brown,tangy,kiwi +7.3,round,206,55.3,green,sour,guava +15.5,oval,1094.9,82.9,brown,tangy,pineapple +1.9,round,14.4,51.6,pink,sweet,lychee +4.1,round,46.7,67.7,purple,tangy,plum +6.3,round,142.3,85.9,red,sweet,apple +2.9,oval,9.5,27.3,red,sweet,cherry +6.6,round,162.5,82.1,red,sweet,apple +0.9,round,5.5,9.2,purple,sweet,grape +19.3,oval,1636.8,82.7,orange,sweet,papaya +3.1,oval,10.7,31.3,red,sweet,cherry +15.3,oval,1267.4,91.7,brown,tangy,pineapple +2.8,oval,10.1,28.1,red,sweet,cherry +6.1,round,164.3,75.2,red,sweet,apple +10.2,oval,403.6,139.6,pink,sweet,dragon fruit +1.8,round,15,50.6,pink,sweet,lychee +8.5,oval,227.4,115.1,yellow,sweet,mango +2.1,round,14.7,52.6,pink,sweet,lychee +16.5,round,1193.6,109.9,brown,sweet,coconut +0.9,round,4.9,42.7,blue,sweet,blueberry +8.1,oval,176.5,63.7,green,sweet,pear +5.6,round,159.9,72,red,sweet,apple +3.1,oval,10.4,30.5,red,sweet,cherry +20.7,oval,1377.5,77.6,orange,sweet,papaya +6.4,round,161.6,77.8,red,sweet,apple +9.7,long,126,41.5,yellow,sweet,banana +25.6,round,3153,152.9,green,sweet,watermelon +1,round,5.2,39.3,blue,sweet,blueberry +2.1,round,13.8,49.3,pink,sweet,lychee +14.3,oval,1292.6,88.3,brown,tangy,pineapple +3,oval,18.3,57.6,red,sweet,strawberry +8.7,round,280.7,88.9,green,sweet,custard apple +0.9,round,5.5,10.9,purple,sweet,grape +1.1,round,4.8,43,blue,sweet,blueberry +6.6,round,209,64,green,sour,guava +9.3,long,120,43.2,yellow,sweet,banana +14.5,oval,1265.8,82.9,brown,tangy,pineapple +10,long,131.7,42.6,yellow,sweet,banana +5.7,round,144.6,85.5,red,sweet,apple +1,round,5.4,42.4,blue,sweet,blueberry +5,oval,46.6,21.3,orange,tangy,orange +6.7,round,194.5,55.8,green,sour,guava +7.9,round,286.6,83.5,green,sweet,custard apple +10.3,oval,411.8,160.5,pink,sweet,dragon fruit +8.6,oval,162.7,74,green,sweet,pear +3.3,oval,21.9,56.5,red,sweet,strawberry +3.8,round,50.2,73,purple,tangy,plum +2.1,round,15.5,48.1,pink,sweet,lychee +19.8,oval,1556.4,81.9,orange,sweet,papaya +10.6,long,129.4,38.6,yellow,sweet,banana +14.5,oval,1141.6,88.3,brown,tangy,pineapple +15.6,oval,1135,89.3,brown,tangy,pineapple +9.4,long,123.6,38.6,yellow,sweet,banana +1,round,5.4,39.9,blue,sweet,blueberry +4.9,oval,80.7,101.4,brown,tangy,kiwi +8.1,oval,177.2,70.8,green,sweet,pear +7.6,oval,163.2,72.5,green,sweet,pear +21.3,oval,1541.3,85.6,orange,sweet,papaya +16.8,round,1274.9,103,brown,sweet,coconut +9,oval,233.2,114.4,yellow,sweet,mango +1,round,4.7,37.8,blue,sweet,blueberry +8.2,oval,269.7,119.8,yellow,sweet,mango +6.6,round,142.2,79.5,red,sweet,apple +2,round,16.3,45.3,pink,sweet,lychee +26.7,round,2766,148.6,green,sweet,watermelon +2.7,oval,18.2,64.5,red,sweet,strawberry +8.6,round,280.9,83.5,green,sweet,custard apple +3.1,oval,10,31.6,red,sweet,cherry +16.9,round,1178.7,97.4,brown,sweet,coconut +4.8,oval,54.1,18.9,orange,tangy,orange +21.4,oval,1495.9,72.5,orange,sweet,papaya +7,round,256.4,115,red,sweet,pomegranate +8.6,round,312.1,93.4,green,sweet,custard apple +7.7,round,302.4,95.2,green,sweet,custard apple +1,round,5.3,38.7,blue,sweet,blueberry +5.4,round,164.2,83.5,red,sweet,apple +19.1,oval,1419.9,74.6,orange,sweet,papaya +5.9,round,153.4,87.3,red,sweet,apple +20.8,oval,1369.9,74.6,orange,sweet,papaya +4,round,48.8,63.8,purple,tangy,plum +6,round,161,79.4,red,sweet,apple +15.9,oval,1115.8,92.1,brown,tangy,pineapple +2.2,round,14.2,54.7,pink,sweet,lychee +6.5,round,139,82.5,red,sweet,apple +3.7,round,52.3,67.6,purple,tangy,plum +3.9,round,45.9,69.6,purple,tangy,plum +15.1,oval,1270.4,82.4,brown,tangy,pineapple +10,oval,361.9,157.2,pink,sweet,dragon fruit +7.3,round,194,54.2,green,sour,guava +4.6,oval,81.8,98.9,brown,tangy,kiwi +7.3,round,219.7,63.7,green,sour,guava +7.6,round,231.2,124,red,sweet,pomegranate +10.3,long,118,37.1,yellow,sweet,banana +2.8,oval,19.2,56,red,sweet,strawberry +7.9,round,316,89.2,green,sweet,custard apple +7.7,oval,197.2,70.4,green,sweet,pear +7.4,oval,194.2,64.2,green,sweet,pear +19,round,1094.8,105.3,brown,sweet,coconut +3.9,round,52.1,74.9,purple,tangy,plum +20.4,oval,1453,82.5,orange,sweet,papaya +9.1,oval,262.5,126.8,yellow,sweet,mango +7.6,round,260,129.7,red,sweet,pomegranate +7.5,round,263.8,117.8,red,sweet,pomegranate +1.9,round,15.9,53.9,pink,sweet,lychee +9.7,oval,380,141.7,pink,sweet,dragon fruit +9.1,long,109.5,39,yellow,sweet,banana +9.2,oval,230.5,108.7,yellow,sweet,mango +7.7,round,252.6,116.9,red,sweet,pomegranate +5,oval,47.9,19,orange,tangy,orange +6.9,round,195.8,58.5,green,sour,guava +8.4,oval,166,72.8,green,sweet,pear +10.2,long,109.7,43.5,yellow,sweet,banana +1.1,round,4.8,9.4,purple,sweet,grape +5.9,round,143.4,80.6,red,sweet,apple +2.2,round,16.4,53.4,pink,sweet,lychee +0.9,round,4.7,10.1,purple,sweet,grape +6.4,round,138.2,73.4,red,sweet,apple +7.6,round,195.3,55.5,green,sour,guava +3.2,oval,10.3,31.6,red,sweet,cherry +3.7,round,52,67.3,purple,tangy,plum +2.8,oval,10.1,29.1,red,sweet,cherry +23.6,round,2768.1,152.1,green,sweet,watermelon +14.2,oval,1240.6,88.9,brown,tangy,pineapple +9.5,long,109.1,38.4,yellow,sweet,banana +8.6,round,272.8,84.6,green,sweet,custard apple +15.8,oval,1301.2,81.2,brown,tangy,pineapple +4.4,round,46.9,64.4,purple,tangy,plum +9.2,oval,361.9,156.7,pink,sweet,dragon fruit +20,oval,1500,74.4,orange,sweet,papaya +16.5,oval,1209.2,82.6,brown,tangy,pineapple +2.1,round,15.9,53.4,pink,sweet,lychee +6.5,round,259.4,121,red,sweet,pomegranate +10.5,oval,413.3,142.3,pink,sweet,dragon fruit +7.5,round,212.1,59.5,green,sour,guava +7.5,round,235.6,113.5,red,sweet,pomegranate +14,oval,1231.5,92.4,brown,tangy,pineapple +9.8,long,122.9,42.5,yellow,sweet,banana +7.9,oval,182.2,65.2,green,sweet,pear +10,long,114.7,43.5,yellow,sweet,banana +9.3,long,131.5,37.9,yellow,sweet,banana +7.2,round,246.6,117.5,red,sweet,pomegranate +5.5,round,155.3,84.5,red,sweet,apple +7.3,round,203,65.1,green,sour,guava +10.9,oval,396.3,156.9,pink,sweet,dragon fruit +8.5,oval,186,76.9,green,sweet,pear +1,round,5,9.1,purple,sweet,grape +6.7,round,207.8,59.4,green,sour,guava +6.8,round,188.8,62.6,green,sour,guava +1.1,round,5.4,10.4,purple,sweet,grape +3.2,oval,9.6,30.1,red,sweet,cherry +10.8,long,117.8,38.4,yellow,sweet,banana +15.3,oval,1219.2,81.4,brown,tangy,pineapple +9.8,oval,434.9,139.9,pink,sweet,dragon fruit +2.7,oval,10.2,27.8,red,sweet,cherry +9.5,oval,232.9,114,yellow,sweet,mango +6,round,150.3,84.3,red,sweet,apple +5.2,oval,46.2,19.8,orange,tangy,orange +5.6,round,152.7,72.1,red,sweet,apple +8.2,oval,248.8,131.7,yellow,sweet,mango +7.5,round,231.3,114.7,red,sweet,pomegranate +15.6,oval,1217.1,87.9,brown,tangy,pineapple +10.8,long,121.5,37.4,yellow,sweet,banana +4.9,oval,52.8,18.9,orange,tangy,orange +9.7,oval,374.2,154.5,pink,sweet,dragon fruit +20.3,oval,1535.7,87.4,orange,sweet,papaya +3.2,oval,9.3,30.4,red,sweet,cherry +0.9,round,5,37.7,blue,sweet,blueberry +8.5,oval,187.4,65.2,green,sweet,pear +14.1,oval,1279.8,83.1,brown,tangy,pineapple +14.7,oval,1222.7,92,brown,tangy,pineapple +8.3,round,279.7,90.7,green,sweet,custard apple +24.6,round,2966,159.7,green,sweet,watermelon +1.1,round,4.6,10.2,purple,sweet,grape +26.3,round,2850.4,147.1,green,sweet,watermelon +7.5,oval,190.5,66,green,sweet,pear +4.6,oval,75.1,103.4,brown,tangy,kiwi +3.9,round,53.3,69.7,purple,tangy,plum +0.9,round,5.1,9.9,purple,sweet,grape +0.9,round,5.1,43.7,blue,sweet,blueberry +1.1,round,4.9,41.8,blue,sweet,blueberry +10.7,oval,421.1,142.9,pink,sweet,dragon fruit +3.2,oval,10.9,33,red,sweet,cherry +1.8,round,14.8,50.6,pink,sweet,lychee +2.1,round,15.5,50.2,pink,sweet,lychee +2,round,16.3,48.7,pink,sweet,lychee +21.2,oval,1608.4,85,orange,sweet,papaya +19.2,round,1189.2,93,brown,sweet,coconut +3.2,oval,18.5,62.9,red,sweet,strawberry +1.1,round,5.2,9.3,purple,sweet,grape +1,round,5.2,10.8,purple,sweet,grape +1,round,5.1,36.5,blue,sweet,blueberry +18.1,oval,1521.7,78.2,orange,sweet,papaya +1.1,round,5.1,9.6,purple,sweet,grape +0.9,round,4.7,39.9,blue,sweet,blueberry +4.1,round,52.8,73.5,purple,tangy,plum +2.1,round,14.6,50,pink,sweet,lychee +4.8,oval,52.7,19.8,orange,tangy,orange +4.6,oval,53,21.8,orange,tangy,orange +4.9,oval,49.4,19.5,orange,tangy,orange +7.9,oval,176.4,67.7,green,sweet,pear +8.4,oval,248.1,115.8,yellow,sweet,mango +7.7,round,230.8,110.2,red,sweet,pomegranate +18.3,oval,1512.8,74.7,orange,sweet,papaya +8.2,round,327.3,92.1,green,sweet,custard apple +8.2,round,307.1,98.6,green,sweet,custard apple +18.3,round,1230.1,101.5,brown,sweet,coconut +7.8,round,274.7,83.7,green,sweet,custard apple +1,round,5.2,9.2,purple,sweet,grape +1.9,round,13.7,47.5,pink,sweet,lychee +4.3,round,54,68.6,purple,tangy,plum +3.9,round,47.6,70.2,purple,tangy,plum +5.4,round,140.8,86,red,sweet,apple +5.6,round,147.2,83.8,red,sweet,apple +6.6,round,207.9,58.2,green,sour,guava +10.4,long,113.4,41.2,yellow,sweet,banana +7.1,round,187.8,56.9,green,sour,guava +7.9,round,276.3,81.3,green,sweet,custard apple +8.1,oval,258.1,120.5,yellow,sweet,mango +0.9,round,5.2,41.9,blue,sweet,blueberry +5,oval,46.5,18.8,orange,tangy,orange +2.2,round,14.2,54.4,pink,sweet,lychee +10.3,oval,435,157,pink,sweet,dragon fruit +6.4,round,228.1,118,red,sweet,pomegranate +5.4,round,148.7,82.1,red,sweet,apple +7.5,round,258.4,119.8,red,sweet,pomegranate +10.2,oval,406.7,140.8,pink,sweet,dragon fruit +19.6,oval,1552,87.9,orange,sweet,papaya +4,round,45.4,66.7,purple,tangy,plum +4.5,oval,49.6,19.8,orange,tangy,orange +1.1,round,5.5,37.1,blue,sweet,blueberry +6.8,round,217.5,65.2,green,sour,guava +19,round,1120.5,109.4,brown,sweet,coconut +2,round,14.7,51.8,pink,sweet,lychee +3.3,oval,19.1,65.4,red,sweet,strawberry +7.1,round,241.7,126.7,red,sweet,pomegranate +16.9,round,1204.1,92.9,brown,sweet,coconut +10.8,long,125.9,36.9,yellow,sweet,banana +6.4,round,146,74.3,red,sweet,apple +7.1,round,217.8,60.1,green,sour,guava +1,round,4.7,42.2,blue,sweet,blueberry +2,round,13.6,50.9,pink,sweet,lychee +19.3,round,1264.3,102.8,brown,sweet,coconut +6.6,round,202.2,57,green,sour,guava +6.4,round,192.8,58.5,green,sour,guava +6.8,round,216.9,60.3,green,sour,guava +10,oval,389.6,148.9,pink,sweet,dragon fruit +5,oval,80.1,103.2,brown,tangy,kiwi +9,oval,262.1,113.9,yellow,sweet,mango +8.8,oval,188.2,74.3,green,sweet,pear +10.8,long,117.5,43.4,yellow,sweet,banana +20.4,oval,1559.2,82.1,orange,sweet,papaya +4.8,oval,47.5,20.4,orange,tangy,orange +10.5,oval,426.3,156.5,pink,sweet,dragon fruit +9.3,long,113.5,40.9,yellow,sweet,banana +7.4,round,190.2,54.8,green,sour,guava +17.7,round,1183.7,95.8,brown,sweet,coconut +16.7,round,1177.3,97.4,brown,sweet,coconut +5.7,round,147.6,76,red,sweet,apple +9.8,long,118.7,37,yellow,sweet,banana +5.4,round,143.5,74.2,red,sweet,apple +18,oval,1412.6,74.4,orange,sweet,papaya +4.8,oval,47.6,19.3,orange,tangy,orange +6.8,round,237.3,116.8,red,sweet,pomegranate +9.1,long,112.7,41.3,yellow,sweet,banana +1,round,5.4,9.4,purple,sweet,grape +16.3,round,1200.7,106.7,brown,sweet,coconut +19.3,round,1178.6,107.3,brown,sweet,coconut +5.4,round,145.4,79.2,red,sweet,apple +7.9,oval,181.2,73.2,green,sweet,pear +7.4,oval,180.4,71.3,green,sweet,pear +2.1,round,16.1,45.4,pink,sweet,lychee +2.8,oval,21.1,62.6,red,sweet,strawberry +10.3,oval,411.1,146.7,pink,sweet,dragon fruit +19.4,round,1178.1,108.6,brown,sweet,coconut +24.4,round,3071.1,158.1,green,sweet,watermelon +9.2,oval,258.6,117.6,yellow,sweet,mango +3.1,oval,10.5,27.5,red,sweet,cherry +21.4,oval,1495.9,80.9,orange,sweet,papaya +7.5,round,271,116.4,red,sweet,pomegranate +8.2,oval,257.1,116.8,yellow,sweet,mango +19.4,oval,1351,84.7,orange,sweet,papaya +6.5,round,257.4,123.3,red,sweet,pomegranate +0.9,round,5.2,41.7,blue,sweet,blueberry +7.6,round,229.6,128.5,red,sweet,pomegranate +5.1,oval,81.6,108.2,brown,tangy,kiwi +1,round,4.8,11,purple,sweet,grape +20.7,oval,1364.6,80.2,orange,sweet,papaya +4.6,oval,77.2,90.4,brown,tangy,kiwi +9.4,long,108.4,42.4,yellow,sweet,banana +1,round,4.8,42.2,blue,sweet,blueberry +3.3,oval,18.3,54.3,red,sweet,strawberry +4.8,oval,71.1,104.4,brown,tangy,kiwi +21.5,oval,1359.2,80,orange,sweet,papaya +1.1,round,4.8,42.7,blue,sweet,blueberry +11,long,121.6,43.6,yellow,sweet,banana +7.7,round,207,56.3,green,sour,guava +18,round,1134.7,109.6,brown,sweet,coconut +8.6,round,291.1,82.6,green,sweet,custard apple +1.1,round,5.2,9.8,purple,sweet,grape +2,round,15,47.6,pink,sweet,lychee +9.6,oval,272.2,126.7,yellow,sweet,mango +16.5,oval,1277.9,91.3,brown,tangy,pineapple +1,round,5.3,10.3,purple,sweet,grape +0.9,round,4.8,40.9,blue,sweet,blueberry +6.3,round,137.6,80.9,red,sweet,apple +7,round,192,63.2,green,sour,guava +5.1,oval,73.2,101.1,brown,tangy,kiwi +6.1,round,156.3,82.2,red,sweet,apple +6.6,round,163.3,81.2,red,sweet,apple +6.5,round,271.2,117.5,red,sweet,pomegranate +7.5,round,247.1,128.9,red,sweet,pomegranate +1,round,4.7,9.5,purple,sweet,grape +9.3,long,109.1,40.7,yellow,sweet,banana +3,oval,9.3,30.2,red,sweet,cherry +5.3,oval,79.9,99.4,brown,tangy,kiwi +26.4,round,2753.9,147.4,green,sweet,watermelon +2,round,15.6,53.2,pink,sweet,lychee +6.6,round,197.8,60.6,green,sour,guava +14.3,oval,1126.4,87.4,brown,tangy,pineapple +3.7,round,53.2,74,purple,tangy,plum +8.9,oval,249,127.9,yellow,sweet,mango +20.8,oval,1391.7,79.8,orange,sweet,papaya +9.6,oval,434.8,153.5,pink,sweet,dragon fruit +6.9,round,265.8,125.7,red,sweet,pomegranate +1,round,4.7,9.5,purple,sweet,grape +23.9,round,2986.6,158.6,green,sweet,watermelon +5.8,round,137.2,84.4,red,sweet,apple +3.1,oval,10.6,31.9,red,sweet,cherry +26.1,round,3088.7,149.8,green,sweet,watermelon +0.9,round,5.1,40.1,blue,sweet,blueberry +17.3,round,1131.3,103.1,brown,sweet,coconut +3.1,oval,19.2,63.3,red,sweet,strawberry +5,oval,50.1,20.6,orange,tangy,orange +1,round,5.1,10.2,purple,sweet,grape +2.9,oval,9.8,27.2,red,sweet,cherry +5.2,oval,82.4,99.8,brown,tangy,kiwi +3.6,round,51.7,64.7,purple,tangy,plum +8.2,oval,186.9,68.2,green,sweet,pear +0.9,round,5.3,9.2,purple,sweet,grape +11,oval,400.4,139.2,pink,sweet,dragon fruit +7.5,oval,168.3,75,green,sweet,pear +6.1,round,142.1,73.3,red,sweet,apple +24.4,round,3005.5,161.1,green,sweet,watermelon +9.8,oval,262.6,124.1,yellow,sweet,mango +10.3,oval,415.6,151.9,pink,sweet,dragon fruit +8.1,round,311,85.1,green,sweet,custard apple +5.9,round,143.9,85.8,red,sweet,apple +18.8,round,1318.5,99.4,brown,sweet,coconut +4.9,oval,68.1,106.2,brown,tangy,kiwi +10.6,long,108.7,36.4,yellow,sweet,banana +15.1,oval,1296.3,83.5,brown,tangy,pineapple +7.6,round,242.5,109,red,sweet,pomegranate +7.4,round,235.2,121.9,red,sweet,pomegranate +4.7,oval,71.3,109.1,brown,tangy,kiwi +26.2,round,3154.6,147.8,green,sweet,watermelon +15.6,oval,1165.4,87.9,brown,tangy,pineapple +19.3,oval,1514.1,73.4,orange,sweet,papaya +7.3,round,184.3,61.6,green,sour,guava +6.8,round,190.4,62.9,green,sour,guava +23.7,round,3255.8,149.7,green,sweet,watermelon +1,round,4.8,37,blue,sweet,blueberry +6.8,round,269.6,129.8,red,sweet,pomegranate +8.1,round,284.7,84.3,green,sweet,custard apple +3.3,oval,18.8,65.7,red,sweet,strawberry +18.7,round,1177.5,92.9,brown,sweet,coconut +9.4,oval,235.6,123.5,yellow,sweet,mango +0.9,round,5.5,42.4,blue,sweet,blueberry +9.1,oval,237.1,111.2,yellow,sweet,mango +22.7,round,2874,136.1,green,sweet,watermelon +3.1,oval,9.4,30.8,red,sweet,cherry +7.9,oval,166.6,65,green,sweet,pear +3.1,oval,9.7,28.3,red,sweet,cherry +7.7,oval,172.5,66.1,green,sweet,pear +0.9,round,5.2,10.3,purple,sweet,grape +9.3,long,117.4,38,yellow,sweet,banana +6.9,round,261.7,114.1,red,sweet,pomegranate +8.1,round,312.4,89.1,green,sweet,custard apple +4.3,round,45.3,68.5,purple,tangy,plum +4.4,round,51.5,76.9,purple,tangy,plum +1,round,4.6,43.8,blue,sweet,blueberry +15.4,oval,1157.8,98.3,brown,tangy,pineapple +3.1,oval,9.5,30.7,red,sweet,cherry +6.1,round,153.6,73.7,red,sweet,apple +3.6,round,49.4,63.5,purple,tangy,plum +5.7,round,161.8,82.3,red,sweet,apple +1.8,round,16.3,46,pink,sweet,lychee +8.8,oval,175.1,65,green,sweet,pear +18.5,oval,1575.8,84.9,orange,sweet,papaya +20.2,oval,1502.8,84.5,orange,sweet,papaya +10.7,long,113,40.7,yellow,sweet,banana +19,oval,1388.6,73.2,orange,sweet,papaya +16.8,round,1240.2,98.5,brown,sweet,coconut +0.9,round,4.8,38.9,blue,sweet,blueberry +6.1,round,153.8,81.6,red,sweet,apple +17.3,round,1293.8,92.7,brown,sweet,coconut +2,round,16.3,50.2,pink,sweet,lychee +2.2,round,14.4,50,pink,sweet,lychee +0.9,round,4.8,37.9,blue,sweet,blueberry +6.8,round,209.9,56.7,green,sour,guava +6.5,round,149.9,82.6,red,sweet,apple +18.2,oval,1583.1,76.4,orange,sweet,papaya +3.7,round,54.5,72.1,purple,tangy,plum +7,round,251.8,111.6,red,sweet,pomegranate +18.4,round,1261.4,105.4,brown,sweet,coconut +9.1,oval,269.5,108.1,yellow,sweet,mango +22.8,round,3199.6,136.8,green,sweet,watermelon +20.7,oval,1586.3,82.6,orange,sweet,papaya +3.1,oval,10.1,31.6,red,sweet,cherry +2.9,oval,20.5,64.3,red,sweet,strawberry +9.9,long,131.1,36.8,yellow,sweet,banana +18.5,round,1283.9,99.9,brown,sweet,coconut +3.2,oval,18,64.8,red,sweet,strawberry +13.5,oval,1188.4,89.3,brown,tangy,pineapple +2.8,oval,19.3,60.4,red,sweet,strawberry +8.5,oval,171.4,65.6,green,sweet,pear +9.2,oval,401.2,157.4,pink,sweet,dragon fruit +3.3,oval,10.2,30.1,red,sweet,cherry +4.9,oval,51.9,21.8,orange,tangy,orange +8.6,oval,265.8,128.1,yellow,sweet,mango +4.2,round,53.1,73,purple,tangy,plum +22.9,round,3023.4,155.9,green,sweet,watermelon +9.8,oval,428.9,139.8,pink,sweet,dragon fruit +18.5,oval,1392.2,83.7,orange,sweet,papaya +1,round,4.9,9.4,purple,sweet,grape +6.1,round,141.6,74.7,red,sweet,apple +8.4,oval,196.7,68.7,green,sweet,pear +0.9,round,4.9,10.9,purple,sweet,grape +7.4,oval,173.6,70,green,sweet,pear +4.7,oval,45.8,18.7,orange,tangy,orange +2.8,oval,10.5,32.7,red,sweet,cherry +8.1,oval,181.4,69.7,green,sweet,pear +7.5,round,225,121.7,red,sweet,pomegranate +8.2,oval,225.8,112.6,yellow,sweet,mango +14,oval,1151.5,85,brown,tangy,pineapple +0.9,round,5.3,37.6,blue,sweet,blueberry +0.9,round,5,9.2,purple,sweet,grape +5.4,oval,68.5,100.4,brown,tangy,kiwi +0.9,round,5.4,10.8,purple,sweet,grape +7.5,round,209.7,65.9,green,sour,guava +7,round,209.2,61.8,green,sour,guava +18.2,round,1297.7,101.3,brown,sweet,coconut +9.9,oval,245.1,119.2,yellow,sweet,mango +9.7,oval,427.1,154.7,pink,sweet,dragon fruit +15.9,oval,1226.2,90.1,brown,tangy,pineapple +4.4,round,54.8,64.6,purple,tangy,plum +14.7,oval,1184.3,85.7,brown,tangy,pineapple +5.4,oval,78.3,106.9,brown,tangy,kiwi +9.5,oval,248,127.3,yellow,sweet,mango +7.6,oval,195.4,73.7,green,sweet,pear +7.3,round,212.3,57,green,sour,guava +16,oval,1280.5,97.4,brown,tangy,pineapple +24.9,round,2781.4,145.6,green,sweet,watermelon +5.9,round,141.2,78,red,sweet,apple +3.9,round,51.1,73.6,purple,tangy,plum +1,round,5.4,40.6,blue,sweet,blueberry +3.6,round,53.8,68.8,purple,tangy,plum +6.7,round,269.3,115.2,red,sweet,pomegranate +3.1,oval,20.3,58.3,red,sweet,strawberry +16.4,oval,1151.8,98.5,brown,tangy,pineapple +5.6,round,143.6,79.3,red,sweet,apple +18.3,oval,1632.4,82.1,orange,sweet,papaya +8.5,round,320.9,95.7,green,sweet,custard apple +6.4,round,136.1,79.4,red,sweet,apple +8.2,oval,163.6,67.9,green,sweet,pear +1.9,round,14.9,51.9,pink,sweet,lychee +5.1,oval,68.7,107.3,brown,tangy,kiwi +4.8,oval,73,105.7,brown,tangy,kiwi +5.2,oval,53.8,20,orange,tangy,orange +2.8,oval,18.5,62.2,red,sweet,strawberry +6.4,round,255.6,123.9,red,sweet,pomegranate +25.5,round,3157,161.3,green,sweet,watermelon +9.1,oval,239.4,123.9,yellow,sweet,mango +6.7,round,193,57.9,green,sour,guava +16.8,round,1092,109.9,brown,sweet,coconut +5.4,oval,52.2,21.9,orange,tangy,orange +16.5,oval,1093.9,91.5,brown,tangy,pineapple +1,round,4.9,10.5,purple,sweet,grape +23.7,round,2811.8,140.3,green,sweet,watermelon +8.5,oval,182.8,69.2,green,sweet,pear +24.5,round,2834,158.2,green,sweet,watermelon +6.1,round,157.9,76.5,red,sweet,apple +2.8,oval,9.2,28.5,red,sweet,cherry +2.8,oval,10.1,29.8,red,sweet,cherry +20.4,oval,1470.2,72.9,orange,sweet,papaya +13.9,oval,1180.4,98,brown,tangy,pineapple +26.8,round,3099,138.1,green,sweet,watermelon +18.3,round,1222.4,92.2,brown,sweet,coconut +4.9,oval,79.6,99.7,brown,tangy,kiwi +8.4,round,286,98.3,green,sweet,custard apple +3.1,oval,10.1,28.9,red,sweet,cherry +1.1,round,4.8,42,blue,sweet,blueberry +20.5,oval,1423.4,76.3,orange,sweet,papaya +0.9,round,4.7,36.5,blue,sweet,blueberry +7.1,round,212.5,55,green,sour,guava +15.3,oval,1247.6,92.9,brown,tangy,pineapple +7.5,oval,174,72.3,green,sweet,pear +27.4,round,2883.4,152,green,sweet,watermelon +1,round,5.5,10.6,purple,sweet,grape +5.6,round,141.7,75.2,red,sweet,apple +0.9,round,5.4,10.9,purple,sweet,grape +24.6,round,3222.2,154.7,green,sweet,watermelon +5.9,round,143.9,85,red,sweet,apple +17.4,round,1287.7,93.5,brown,sweet,coconut +25.7,round,2711.2,148.5,green,sweet,watermelon +4.8,oval,52.4,18.3,orange,tangy,orange +6.6,round,266,110.2,red,sweet,pomegranate +5.5,round,160.9,80.5,red,sweet,apple +3.1,oval,19.6,63.1,red,sweet,strawberry +3.1,oval,19,63.2,red,sweet,strawberry +5.4,oval,78.8,106.8,brown,tangy,kiwi +7.4,round,183.3,55.2,green,sour,guava +9.7,oval,433.6,155.3,pink,sweet,dragon fruit +3.9,round,47.4,68.9,purple,tangy,plum +8.2,round,316,81.8,green,sweet,custard apple +7.4,oval,184.1,68.9,green,sweet,pear +4.2,round,51.9,65.9,purple,tangy,plum +4.3,round,50.3,64.7,purple,tangy,plum +21.1,oval,1478.8,84.2,orange,sweet,papaya +7.9,oval,174.2,65.9,green,sweet,pear +5.7,round,144,84.6,red,sweet,apple +10.3,long,121.8,39.6,yellow,sweet,banana +7,round,270.4,123.8,red,sweet,pomegranate +3.2,oval,20.2,61.7,red,sweet,strawberry +3.2,oval,10.6,30,red,sweet,cherry +17.2,round,1317.2,106.3,brown,sweet,coconut +2.8,oval,11,28.9,red,sweet,cherry +7.4,oval,196.1,72.7,green,sweet,pear +8.4,oval,183,75,green,sweet,pear +9.1,long,125.3,38.2,yellow,sweet,banana +8.3,oval,232.9,126.9,yellow,sweet,mango +7,round,228.8,126.2,red,sweet,pomegranate +5,oval,74.2,108.9,brown,tangy,kiwi +4.9,oval,70.9,109.8,brown,tangy,kiwi +7.4,round,194,62.6,green,sour,guava +6.5,round,216.8,60,green,sour,guava +1,round,5.3,40,blue,sweet,blueberry +5.2,oval,47.5,20.5,orange,tangy,orange +8.4,round,272.2,94.3,green,sweet,custard apple +6.6,round,216.3,62.9,green,sour,guava +2.8,oval,21.6,59.1,red,sweet,strawberry +3.1,oval,10.2,28.3,red,sweet,cherry +19.2,round,1262.4,109,brown,sweet,coconut +9.2,long,129.7,38.8,yellow,sweet,banana +6.6,round,218.5,62.2,green,sour,guava +7.2,round,232.1,114.2,red,sweet,pomegranate +16.2,round,1291.2,100.8,brown,sweet,coconut +10.4,oval,394.8,148.8,pink,sweet,dragon fruit +1,round,5.1,9.1,purple,sweet,grape +7.2,round,183,58.3,green,sour,guava +1.9,round,16.4,50.7,pink,sweet,lychee +7.8,oval,175.4,64.3,green,sweet,pear +6.4,round,190.1,59.5,green,sour,guava +13.6,oval,1131.7,92,brown,tangy,pineapple +1,round,5,43.7,blue,sweet,blueberry +5.7,round,159.7,78.9,red,sweet,apple +1.9,round,14,53.8,pink,sweet,lychee +17.2,round,1149.3,101.2,brown,sweet,coconut +18.7,oval,1422.3,80.2,orange,sweet,papaya +25.4,round,2874.5,138.9,green,sweet,watermelon +9.6,long,126,39.8,yellow,sweet,banana +7.2,round,202.8,63.8,green,sour,guava +24.5,round,3028.3,142.7,green,sweet,watermelon +10.2,oval,379.5,163.2,pink,sweet,dragon fruit +0.9,round,4.9,10.4,purple,sweet,grape +10.2,oval,368.1,161,pink,sweet,dragon fruit +4.8,oval,68.3,101.7,brown,tangy,kiwi +5.4,oval,53.5,20,orange,tangy,orange +6,round,141,82.2,red,sweet,apple +7.1,round,255.4,111.5,red,sweet,pomegranate +2.2,round,14.8,49.5,pink,sweet,lychee +3.1,oval,19.2,61.6,red,sweet,strawberry +9.5,oval,367.7,160.6,pink,sweet,dragon fruit +7.6,round,243.7,114.7,red,sweet,pomegranate +9.1,oval,389.9,150.1,pink,sweet,dragon fruit +16.4,round,1314.2,106.5,brown,sweet,coconut +26.5,round,3077.2,144.5,green,sweet,watermelon +5.3,oval,72.8,107.9,brown,tangy,kiwi +7.9,round,292.9,86.5,green,sweet,custard apple +2.1,round,13.8,51.8,pink,sweet,lychee +7.8,oval,174.5,66.6,green,sweet,pear +8.2,round,320.7,86.8,green,sweet,custard apple +5,oval,79.8,99.2,brown,tangy,kiwi +9.8,long,127.4,41.6,yellow,sweet,banana +9.8,oval,380.5,135.7,pink,sweet,dragon fruit +4.9,oval,81.1,95.7,brown,tangy,kiwi +9.4,oval,424.2,147.9,pink,sweet,dragon fruit +1.1,round,5.1,37.8,blue,sweet,blueberry +22.8,round,3142.9,148.8,green,sweet,watermelon +7.9,round,287.6,83.8,green,sweet,custard apple +18.5,oval,1516.6,86.8,orange,sweet,papaya +4.7,oval,52.3,18.9,orange,tangy,orange +8.3,oval,172.3,64.9,green,sweet,pear +4.3,round,49.4,63.8,purple,tangy,plum +15.5,oval,1293.4,85.1,brown,tangy,pineapple +6.4,round,208.4,55.5,green,sour,guava +5.5,round,138.8,86.4,red,sweet,apple +3.1,oval,9.4,28.3,red,sweet,cherry +15.6,oval,1245.8,88.3,brown,tangy,pineapple +5.4,oval,80.8,104.5,brown,tangy,kiwi +8.3,round,322.2,94,green,sweet,custard apple +7,round,254.6,113.4,red,sweet,pomegranate +9.1,oval,249.4,114.6,yellow,sweet,mango +5.4,oval,76.2,109.2,brown,tangy,kiwi +8.8,oval,239.3,113.2,yellow,sweet,mango +4.9,oval,54,21.3,orange,tangy,orange +10.8,long,119.5,36.3,yellow,sweet,banana +8.6,oval,265.8,120.4,yellow,sweet,mango +14.6,oval,1159.9,94.3,brown,tangy,pineapple +8.7,oval,263.6,122.1,yellow,sweet,mango +3.7,round,45.3,74.8,purple,tangy,plum +24.3,round,2953.2,153.7,green,sweet,watermelon +15.4,oval,1137.9,90,brown,tangy,pineapple +3,oval,9.1,31.1,red,sweet,cherry +15.8,oval,1086.9,93.5,brown,tangy,pineapple +7.8,oval,181.6,69.6,green,sweet,pear +7.2,round,316.7,93.9,green,sweet,custard apple +5.5,oval,52,19.6,orange,tangy,orange +22.8,round,2840.3,153.1,green,sweet,watermelon +2.2,round,16.2,54.3,pink,sweet,lychee +22,oval,1371.4,86.1,orange,sweet,papaya +8,round,278.4,95.6,green,sweet,custard apple +5.4,oval,53,21.4,orange,tangy,orange +1,round,5.1,36.2,blue,sweet,blueberry +16.1,oval,1205.3,94.2,brown,tangy,pineapple +16.7,round,1301.7,91.1,brown,sweet,coconut +7.1,round,234.4,128.2,red,sweet,pomegranate +5.5,oval,70.7,104.4,brown,tangy,kiwi +4.6,oval,52.4,18.3,orange,tangy,orange +8.2,oval,172.8,75.6,green,sweet,pear +5.5,oval,79.3,99.7,brown,tangy,kiwi +7.6,round,275,96.2,green,sweet,custard apple +8.6,oval,247.1,131.1,yellow,sweet,mango +8.3,round,280.5,92.9,green,sweet,custard apple +1.9,round,16.4,50,pink,sweet,lychee +9.1,oval,380.8,152.7,pink,sweet,dragon fruit +4.6,oval,50,21.6,orange,tangy,orange +8.1,round,311,90.1,green,sweet,custard apple +5.2,oval,71.4,95.3,brown,tangy,kiwi +7.5,round,325.1,88.7,green,sweet,custard apple +1.1,round,4.9,10.5,purple,sweet,grape +20.9,oval,1574.8,79.2,orange,sweet,papaya +9.2,oval,430.1,154.4,pink,sweet,dragon fruit +15.5,oval,1229.5,83.7,brown,tangy,pineapple +9.9,oval,395.2,158.1,pink,sweet,dragon fruit +21.7,oval,1424,80.4,orange,sweet,papaya +4.3,round,54.8,68.7,purple,tangy,plum +10.3,oval,401.1,138.8,pink,sweet,dragon fruit +9.4,oval,407.9,155.5,pink,sweet,dragon fruit +4.2,round,53.4,63.1,purple,tangy,plum +18.9,oval,1459.9,75.8,orange,sweet,papaya +7.5,round,219.8,60.5,green,sour,guava +7.2,round,267.3,120.8,red,sweet,pomegranate +4.9,oval,76.1,96.1,brown,tangy,kiwi +6.3,round,145.1,72.9,red,sweet,apple +2.1,round,14.1,52.8,pink,sweet,lychee +7.3,round,298.4,85.7,green,sweet,custard apple +7.2,round,323.5,83.2,green,sweet,custard apple +5.5,round,164.2,80.6,red,sweet,apple +7.3,round,195.5,62.1,green,sour,guava +4.4,round,54.6,74,purple,tangy,plum +7,round,255.8,116.5,red,sweet,pomegranate +1,round,4.6,10.7,purple,sweet,grape +6.4,round,234.9,113.3,red,sweet,pomegranate +7.2,round,261.1,116.6,red,sweet,pomegranate +6.6,round,226.1,123.1,red,sweet,pomegranate +15.8,oval,1306.9,88,brown,tangy,pineapple +7.7,round,235.3,131.4,red,sweet,pomegranate +3.7,round,52.7,69.9,purple,tangy,plum +3.2,oval,10.6,30.7,red,sweet,cherry +7.5,round,266.2,111,red,sweet,pomegranate +19.5,oval,1434.4,74.6,orange,sweet,papaya +14.7,oval,1157.8,88.7,brown,tangy,pineapple +10.9,long,116.1,36.8,yellow,sweet,banana +14.3,oval,1088.2,86.8,brown,tangy,pineapple +6.4,round,156.3,75.6,red,sweet,apple +10.8,long,122.5,41.9,yellow,sweet,banana +5.4,oval,81.2,100.2,brown,tangy,kiwi +13.6,oval,1187.3,84.2,brown,tangy,pineapple +3.2,oval,10.5,29.2,red,sweet,cherry +7.6,round,184.3,65.6,green,sour,guava +3.3,oval,9.2,28.2,red,sweet,cherry +7.5,round,296.9,82.8,green,sweet,custard apple +19.6,round,1168.1,97.5,brown,sweet,coconut +7,round,182.3,60.4,green,sour,guava +8.4,oval,172.1,70.2,green,sweet,pear +11,oval,421,144.7,pink,sweet,dragon fruit +2.1,round,13.9,45.2,pink,sweet,lychee +16.2,oval,1266.1,97.9,brown,tangy,pineapple +8.4,oval,267.5,116.4,yellow,sweet,mango +19.9,oval,1567.7,76.8,orange,sweet,papaya +8.3,round,302.6,88.4,green,sweet,custard apple +18.2,round,1269.4,92.8,brown,sweet,coconut +4.5,oval,54.3,19.1,orange,tangy,orange +3.2,oval,18.4,56.9,red,sweet,strawberry +19,round,1185.5,98.4,brown,sweet,coconut +4.6,oval,45.6,19.9,orange,tangy,orange +10.5,oval,398.3,155.4,pink,sweet,dragon fruit +7.6,round,265.2,123.7,red,sweet,pomegranate +8,oval,167.9,72,green,sweet,pear +6.7,round,181.1,58.5,green,sour,guava +4.9,oval,81.5,107.3,brown,tangy,kiwi +8.8,oval,193.2,63.9,green,sweet,pear +7.6,round,308.5,89.2,green,sweet,custard apple +3.2,oval,18.1,54.9,red,sweet,strawberry +7.5,round,186.4,63.6,green,sour,guava +5.5,oval,48.7,21,orange,tangy,orange +1.1,round,5.2,37.9,blue,sweet,blueberry +6.5,round,198.4,60.9,green,sour,guava +2.1,round,15.1,47.1,pink,sweet,lychee +0.9,round,5.1,10.3,purple,sweet,grape +1,round,4.6,10.6,purple,sweet,grape +26.9,round,3295.5,154.5,green,sweet,watermelon +9,oval,259.1,115.3,yellow,sweet,mango +1,round,5.5,9.7,purple,sweet,grape +4.8,oval,52,20.3,orange,tangy,orange +13.8,oval,1145.5,84.9,brown,tangy,pineapple +8.1,round,310.7,82.3,green,sweet,custard apple +8.4,round,298.2,87.3,green,sweet,custard apple +27.1,round,3265.8,150.6,green,sweet,watermelon +0.9,round,4.7,38.4,blue,sweet,blueberry +9.6,long,110.5,41.3,yellow,sweet,banana +8.2,round,296.1,82.8,green,sweet,custard apple +5,oval,82.3,104,brown,tangy,kiwi +6.9,round,219.7,57.1,green,sour,guava +5.5,round,139,76.8,red,sweet,apple +1.9,round,15.8,54,pink,sweet,lychee +1.1,round,5.1,37.6,blue,sweet,blueberry +10.5,long,116,38.8,yellow,sweet,banana +4.3,round,53.9,64,purple,tangy,plum +4.1,round,52.7,75.4,purple,tangy,plum +23.3,round,2811.2,157,green,sweet,watermelon +9.1,long,117.4,40.3,yellow,sweet,banana +26.2,round,3213,158.5,green,sweet,watermelon +4,round,45.1,74.8,purple,tangy,plum +2.9,oval,21.8,61.1,red,sweet,strawberry +2.2,round,14.7,50.7,pink,sweet,lychee +21.8,oval,1376.9,84.1,orange,sweet,papaya +17.9,round,1229.7,100.2,brown,sweet,coconut +13.9,oval,1184.9,87.2,brown,tangy,pineapple +6.7,round,259.6,119.1,red,sweet,pomegranate +4.6,oval,68.6,100.7,brown,tangy,kiwi +5,oval,54.5,21.4,orange,tangy,orange +9.7,long,117,41,yellow,sweet,banana +6.5,round,149.3,83.9,red,sweet,apple +21.6,oval,1576.3,83.3,orange,sweet,papaya +1,round,5.3,43.8,blue,sweet,blueberry +4.7,oval,54.9,19.2,orange,tangy,orange +10.2,long,114.6,43.5,yellow,sweet,banana +9.6,oval,424.7,161.4,pink,sweet,dragon fruit +7.1,round,190.5,56.3,green,sour,guava +5.1,oval,50.1,18.3,orange,tangy,orange +10.1,long,116.1,37.1,yellow,sweet,banana +5.1,oval,45.2,19.4,orange,tangy,orange +4.1,round,50,67.3,purple,tangy,plum +13.7,oval,1207.3,87.9,brown,tangy,pineapple +0.9,round,4.7,38.4,blue,sweet,blueberry +2.2,round,15.6,53,pink,sweet,lychee +5,oval,75.6,92.9,brown,tangy,kiwi +9.2,long,124.1,37.5,yellow,sweet,banana +8.9,oval,236.5,115.1,yellow,sweet,mango +10.5,long,111.9,38.6,yellow,sweet,banana +5.5,oval,51.2,18.5,orange,tangy,orange +4.8,oval,68.6,98.6,brown,tangy,kiwi +0.9,round,5.4,10.3,purple,sweet,grape +17,round,1235.9,105.9,brown,sweet,coconut +5.7,round,162.1,84.1,red,sweet,apple +20.3,oval,1561,78.3,orange,sweet,papaya +7.8,oval,169.2,64.9,green,sweet,pear +27.2,round,2733.3,158.2,green,sweet,watermelon +3.9,round,50,74,purple,tangy,plum +3.2,oval,10.6,31.9,red,sweet,cherry +3.2,oval,10.4,30,red,sweet,cherry +1.1,round,4.8,41.5,blue,sweet,blueberry +5,oval,77.6,100.7,brown,tangy,kiwi +18,round,1199.1,101,brown,sweet,coconut +3,oval,10.1,31.5,red,sweet,cherry +8.5,oval,172.9,69,green,sweet,pear +10.8,oval,394.3,161.7,pink,sweet,dragon fruit +2,round,16.2,51,pink,sweet,lychee +3.9,round,54.1,66.4,purple,tangy,plum +7.2,oval,166.4,72,green,sweet,pear +20.8,oval,1390.3,82.9,orange,sweet,papaya +2.7,oval,20.4,55.6,red,sweet,strawberry +18.3,oval,1426.9,78.5,orange,sweet,papaya +7.7,round,308.3,89.5,green,sweet,custard apple +1.9,round,13.8,46.8,pink,sweet,lychee +1.1,round,4.8,9.7,purple,sweet,grape +16,oval,1094.5,90.8,brown,tangy,pineapple +7.3,round,207.9,59.9,green,sour,guava +3.1,oval,10.9,32.7,red,sweet,cherry +7.6,round,274.1,128.4,red,sweet,pomegranate +5.9,round,146.4,84,red,sweet,apple +4,round,50.3,66.2,purple,tangy,plum +8.4,oval,169.2,70.6,green,sweet,pear +3.9,round,48.7,70.6,purple,tangy,plum +1,round,5.3,41,blue,sweet,blueberry +3.3,oval,19.8,56.9,red,sweet,strawberry +9.4,long,108.8,36.8,yellow,sweet,banana +24.5,round,3145,152.8,green,sweet,watermelon +23.7,round,3119.2,153.4,green,sweet,watermelon +6.7,round,194.3,57.2,green,sour,guava +4.1,round,50.4,70.6,purple,tangy,plum +1.1,round,4.7,39.5,blue,sweet,blueberry +9.4,long,119.8,42.2,yellow,sweet,banana +1.8,round,15.8,53.9,pink,sweet,lychee +7,round,253.6,128.4,red,sweet,pomegranate +7.4,round,266.2,108.5,red,sweet,pomegranate +5.4,oval,46.7,22,orange,tangy,orange +14.4,oval,1164.6,97.7,brown,tangy,pineapple +8.3,oval,173.5,70,green,sweet,pear +3,oval,19.2,63.3,red,sweet,strawberry +4.2,round,46.6,73.3,purple,tangy,plum +4.4,round,54.2,68.2,purple,tangy,plum +1,round,5.2,37.4,blue,sweet,blueberry +1,round,5.3,10.6,purple,sweet,grape +2.1,round,16,50.7,pink,sweet,lychee +10.6,oval,430,136.6,pink,sweet,dragon fruit +10.4,oval,421.1,135.1,pink,sweet,dragon fruit +1.9,round,14.4,48.1,pink,sweet,lychee +4.6,oval,75.9,108.1,brown,tangy,kiwi +7.9,oval,162.8,71,green,sweet,pear +9.9,oval,419.4,159.9,pink,sweet,dragon fruit +9.4,long,121.6,38.9,yellow,sweet,banana +8.3,oval,232.7,113.8,yellow,sweet,mango +7.4,round,241.7,126.4,red,sweet,pomegranate +19.5,oval,1449.8,78.5,orange,sweet,papaya +3.8,round,54.4,73.7,purple,tangy,plum +5,oval,47.3,18.1,orange,tangy,orange +2.8,oval,9.2,31.8,red,sweet,cherry +7.8,oval,177.2,63.8,green,sweet,pear +6.2,round,156.7,78,red,sweet,apple +4.1,round,52,68.9,purple,tangy,plum +7.6,oval,178.2,63.8,green,sweet,pear +10.1,long,119,41.7,yellow,sweet,banana +19.1,round,1224.3,102.7,brown,sweet,coconut +20.9,oval,1645.9,73.8,orange,sweet,papaya +5,oval,51.9,21.9,orange,tangy,orange +4.5,oval,70.9,97.9,brown,tangy,kiwi +6.7,round,227.7,127.8,red,sweet,pomegranate +24.5,round,2879.9,152.1,green,sweet,watermelon +4.9,oval,70.2,105.3,brown,tangy,kiwi +1,round,5.4,9.2,purple,sweet,grape +1,round,4.5,9.3,purple,sweet,grape +9.6,long,128.1,36.6,yellow,sweet,banana +1,round,4.9,38.4,blue,sweet,blueberry +4.7,oval,47.2,22,orange,tangy,orange +16.3,round,1267.4,92.1,brown,sweet,coconut +18.5,round,1289.6,100.7,brown,sweet,coconut +5.2,oval,68.4,100.1,brown,tangy,kiwi +1.1,round,5.4,42.8,blue,sweet,blueberry +6.5,round,150.8,84.2,red,sweet,apple +17.4,round,1088.1,101.9,brown,sweet,coconut +2.9,oval,18.3,65.7,red,sweet,strawberry +7.9,round,301.7,83.4,green,sweet,custard apple +1.9,round,14.7,49.9,pink,sweet,lychee +3.9,round,45.5,68.4,purple,tangy,plum +2.8,oval,10,29.5,red,sweet,cherry +15.8,oval,1232.3,83.7,brown,tangy,pineapple +22.6,round,2965.8,150,green,sweet,watermelon +8.1,oval,187,67.3,green,sweet,pear +22.8,round,2903.3,136.3,green,sweet,watermelon +3,oval,20.8,55.6,red,sweet,strawberry +1.1,round,4.6,10.5,purple,sweet,grape +17.4,round,1171.7,100.3,brown,sweet,coconut +9.5,oval,362.4,150.4,pink,sweet,dragon fruit +20.5,oval,1434.7,78.8,orange,sweet,papaya +6.2,round,139.9,85.4,red,sweet,apple +3.2,oval,21.1,56,red,sweet,strawberry +18.3,oval,1380.1,76.1,orange,sweet,papaya +7.3,round,231.9,119.8,red,sweet,pomegranate +8.9,oval,237.5,113.3,yellow,sweet,mango +2.8,oval,9.9,30.5,red,sweet,cherry +4.1,round,50.3,74.6,purple,tangy,plum +9.2,oval,261,113.8,yellow,sweet,mango +10.3,oval,428.1,153.1,pink,sweet,dragon fruit +23.4,round,3265.6,144.5,green,sweet,watermelon +3.3,oval,19.7,65.9,red,sweet,strawberry +19.6,round,1232.4,102.2,brown,sweet,coconut +16,oval,1232.4,95,brown,tangy,pineapple +24.2,round,2789.4,135.4,green,sweet,watermelon +3,oval,19.6,61.3,red,sweet,strawberry +8.3,oval,232.8,111.6,yellow,sweet,mango +2.9,oval,18.5,64.9,red,sweet,strawberry +7.3,oval,195.6,73.2,green,sweet,pear +6.6,round,273.9,115.5,red,sweet,pomegranate +5.4,oval,78.9,105.8,brown,tangy,kiwi +3.3,oval,9.1,30,red,sweet,cherry +1,round,4.8,39.4,blue,sweet,blueberry +17,round,1164.1,104.3,brown,sweet,coconut +20.2,oval,1457.2,84.8,orange,sweet,papaya +7.4,round,307.9,88.6,green,sweet,custard apple +9.5,oval,259.6,108.7,yellow,sweet,mango +8.1,oval,165,64.5,green,sweet,pear +0.9,round,5.2,9.7,purple,sweet,grape +7.8,round,326.7,82.3,green,sweet,custard apple +6.3,round,231.7,116.1,red,sweet,pomegranate +9.5,oval,268.1,119.7,yellow,sweet,mango +4.2,round,54,76.7,purple,tangy,plum +6.6,round,143.4,83.1,red,sweet,apple +9.2,oval,405.2,143.5,pink,sweet,dragon fruit +1.8,round,14.3,47.7,pink,sweet,lychee +4.2,round,49.6,76.1,purple,tangy,plum +3.1,oval,10.1,32,red,sweet,cherry +5,oval,74.5,109.9,brown,tangy,kiwi +1.8,round,14.5,51.5,pink,sweet,lychee +17.7,round,1227.6,101.2,brown,sweet,coconut +8.6,oval,235.8,115.7,yellow,sweet,mango +5.7,round,137.8,83.4,red,sweet,apple +4.7,oval,46.3,21.8,orange,tangy,orange +3.3,oval,10.1,29.8,red,sweet,cherry +5.3,oval,47.8,18.3,orange,tangy,orange +6.5,round,217.8,61.9,green,sour,guava +18,round,1127,92.1,brown,sweet,coconut +9.4,oval,267.6,115.2,yellow,sweet,mango +1,round,4.8,40,blue,sweet,blueberry +9.7,long,113.5,41.6,yellow,sweet,banana +1,round,5.4,10.7,purple,sweet,grape +20.8,oval,1572.8,73.9,orange,sweet,papaya +17,round,1303.3,93.8,brown,sweet,coconut +7.1,round,208.3,63.3,green,sour,guava +18.7,round,1168.8,103,brown,sweet,coconut +9.4,long,120.3,43.8,yellow,sweet,banana +0.9,round,4.8,43.9,blue,sweet,blueberry +8.4,round,291,85.1,green,sweet,custard apple +6.4,round,136,86.9,red,sweet,apple +1.1,round,4.6,36.7,blue,sweet,blueberry +4.9,oval,67.9,101.2,brown,tangy,kiwi +16.7,round,1153.1,101.4,brown,sweet,coconut +4.5,oval,72.4,100.4,brown,tangy,kiwi +7.7,oval,162.7,71,green,sweet,pear +7.3,round,278.1,95.5,green,sweet,custard apple +1.9,round,14.7,53.3,pink,sweet,lychee +7.6,round,294.5,92,green,sweet,custard apple +3,oval,19.6,64.2,red,sweet,strawberry +1.9,round,15.5,45.3,pink,sweet,lychee +6.8,round,205.2,59.5,green,sour,guava +4.8,oval,68.7,103.5,brown,tangy,kiwi +9.1,oval,394.4,162.2,pink,sweet,dragon fruit +9,oval,421.9,160.4,pink,sweet,dragon fruit +6.4,round,206.2,59.8,green,sour,guava +6.8,round,264.3,115.4,red,sweet,pomegranate +5.1,oval,70.3,93.7,brown,tangy,kiwi +8.7,oval,194.6,63.9,green,sweet,pear +2.1,round,15.6,49.6,pink,sweet,lychee +8.6,oval,187.8,69.1,green,sweet,pear +1.1,round,4.6,43.3,blue,sweet,blueberry +8.5,oval,173.9,68.6,green,sweet,pear +14.3,oval,1186.3,95.3,brown,tangy,pineapple +9.1,oval,252.9,115.7,yellow,sweet,mango +4.3,round,49.9,69.7,purple,tangy,plum +14.2,oval,1231.7,84.5,brown,tangy,pineapple +9,long,130.8,37.5,yellow,sweet,banana +8.6,oval,241.9,113.2,yellow,sweet,mango +4.1,round,48.6,66.3,purple,tangy,plum +5.4,oval,68.8,96.2,brown,tangy,kiwi +2.8,oval,9.2,31.3,red,sweet,cherry +1,round,4.5,42.9,blue,sweet,blueberry +4.8,oval,78.7,99.2,brown,tangy,kiwi +2,round,14.9,49.4,pink,sweet,lychee +7.8,oval,163.8,64.3,green,sweet,pear +1.1,round,4.8,42.7,blue,sweet,blueberry +9.8,long,124.5,43.4,yellow,sweet,banana +6.3,round,241.4,122.3,red,sweet,pomegranate +4.8,oval,72.7,91.9,brown,tangy,kiwi +18.1,oval,1572.7,73.3,orange,sweet,papaya +9.3,oval,256,128.6,yellow,sweet,mango +5.7,round,149.9,76.3,red,sweet,apple +8.1,round,284.6,87.2,green,sweet,custard apple +7.6,round,281.6,81.1,green,sweet,custard apple +3.3,oval,9.1,31,red,sweet,cherry +8.5,oval,236,117.7,yellow,sweet,mango +17.1,round,1296.1,109.4,brown,sweet,coconut +8.6,oval,186.7,75.7,green,sweet,pear +7,round,210.7,65.4,green,sour,guava +2.8,oval,21.4,62.6,red,sweet,strawberry +1,round,5.1,10.4,purple,sweet,grape +15.5,oval,1148.8,98.1,brown,tangy,pineapple +5.3,oval,52.8,19.1,orange,tangy,orange +8.3,oval,196.7,69.5,green,sweet,pear +6.9,round,233.8,120.4,red,sweet,pomegranate +4.3,round,48.1,63.5,purple,tangy,plum +2.8,oval,10.1,31.9,red,sweet,cherry +7.2,round,271.4,111.4,red,sweet,pomegranate +13.6,oval,1303.4,81,brown,tangy,pineapple +0.9,round,5.1,9.6,purple,sweet,grape +17.8,round,1095.5,102,brown,sweet,coconut +4.9,oval,49.4,18.5,orange,tangy,orange +7.4,round,270.1,81.8,green,sweet,custard apple +2.8,oval,9.7,31.7,red,sweet,cherry +20.3,oval,1506.7,82,orange,sweet,papaya +1,round,5.1,43.3,blue,sweet,blueberry +6.4,round,138.9,73.9,red,sweet,apple +16.1,oval,1111.7,91.4,brown,tangy,pineapple +7.4,oval,162.7,64.1,green,sweet,pear +1,round,5.5,39.3,blue,sweet,blueberry +3.6,round,50.3,73.3,purple,tangy,plum +7.4,round,194.3,56.2,green,sour,guava +2.2,round,15.6,48,pink,sweet,lychee +17.2,round,1143.4,93.8,brown,sweet,coconut +3.1,oval,9.6,28.7,red,sweet,cherry +5.4,oval,54.4,18.6,orange,tangy,orange +5.2,oval,51.1,20.3,orange,tangy,orange +5.1,oval,68.4,91.8,brown,tangy,kiwi +1.9,round,14.1,54,pink,sweet,lychee +9.3,oval,234,112.9,yellow,sweet,mango +5.1,oval,51.3,18.5,orange,tangy,orange +1.8,round,14,47.2,pink,sweet,lychee +24.4,round,2812.4,163.4,green,sweet,watermelon +2,round,14.8,50.7,pink,sweet,lychee +7.6,round,181.4,65.2,green,sour,guava +20.6,oval,1356.2,84,orange,sweet,papaya +18.6,oval,1550.1,80.5,orange,sweet,papaya +2.1,round,14.8,48.3,pink,sweet,lychee +9.7,oval,432.8,160.7,pink,sweet,dragon fruit +9.4,oval,259.8,113.8,yellow,sweet,mango +15.4,oval,1252.7,85,brown,tangy,pineapple +8.6,round,323.2,85.8,green,sweet,custard apple +1.1,round,4.6,42.7,blue,sweet,blueberry +1.1,round,5.1,9.8,purple,sweet,grape +7.5,round,271.5,111,red,sweet,pomegranate +25.4,round,2883,144,green,sweet,watermelon +5.5,oval,80.9,99.5,brown,tangy,kiwi +0.9,round,4.8,41.2,blue,sweet,blueberry +6.7,round,261.1,121.6,red,sweet,pomegranate +21.3,oval,1579,85.4,orange,sweet,papaya +7.5,round,285.9,97.7,green,sweet,custard apple +6.6,round,183.6,64.8,green,sour,guava +6.5,round,186.6,58,green,sour,guava +5.3,oval,70.1,107.9,brown,tangy,kiwi +26.9,round,2799.5,146,green,sweet,watermelon +21.7,oval,1419.2,83.5,orange,sweet,papaya +5.4,oval,81.2,108.9,brown,tangy,kiwi +9.9,oval,247.7,121.2,yellow,sweet,mango +5.1,oval,77.5,106.7,brown,tangy,kiwi +22.6,round,3145,141.9,green,sweet,watermelon +9.4,oval,393.9,144.9,pink,sweet,dragon fruit +7.8,round,275.2,94.2,green,sweet,custard apple +1,round,4.9,9.8,purple,sweet,grape +2.8,oval,11,30.7,red,sweet,cherry +1.8,round,14.9,46.1,pink,sweet,lychee +7.4,round,288.1,93.1,green,sweet,custard apple +7.6,round,258.7,121.9,red,sweet,pomegranate +13.7,oval,1084.6,92.7,brown,tangy,pineapple +3.3,oval,9.4,29.6,red,sweet,cherry +0.9,round,5,42,blue,sweet,blueberry +19.8,oval,1532.9,87.9,orange,sweet,papaya +5,oval,50.7,19.9,orange,tangy,orange +2.8,oval,9.3,30.7,red,sweet,cherry +8,oval,180.7,76.6,green,sweet,pear +5.2,oval,75.8,99,brown,tangy,kiwi +3,oval,19,55,red,sweet,strawberry +2,round,13.8,50.4,pink,sweet,lychee +8.3,oval,235.4,118.2,yellow,sweet,mango +6.4,round,256.1,124.3,red,sweet,pomegranate +8.7,oval,165.2,75.4,green,sweet,pear +6.3,round,160.7,87.8,red,sweet,apple +7.6,round,237.7,130.3,red,sweet,pomegranate +7.5,round,272.9,121.2,red,sweet,pomegranate +26.6,round,2829.3,155.7,green,sweet,watermelon +8.4,oval,172.1,66.6,green,sweet,pear +7.3,oval,179.3,65.4,green,sweet,pear +4.5,oval,50.6,19,orange,tangy,orange +4.7,oval,80.9,102.8,brown,tangy,kiwi +4.9,oval,76.2,109.2,brown,tangy,kiwi +8.5,oval,259.1,114,yellow,sweet,mango +17.6,round,1109.4,96.5,brown,sweet,coconut +10.8,oval,360,162.3,pink,sweet,dragon fruit +7.8,round,295.3,95.3,green,sweet,custard apple +8.8,round,271.4,93.9,green,sweet,custard apple +4.8,oval,46.9,20.5,orange,tangy,orange +3,oval,19,54.5,red,sweet,strawberry +5.9,round,152,81.5,red,sweet,apple +1.1,round,5.2,9.8,purple,sweet,grape +1.9,round,15.1,49,pink,sweet,lychee +4.6,oval,72,96,brown,tangy,kiwi +7.6,round,256.8,115.1,red,sweet,pomegranate +7.2,round,256.2,125.9,red,sweet,pomegranate +1,round,5.2,40.7,blue,sweet,blueberry +19.1,oval,1408,80.4,orange,sweet,papaya +7.3,round,218.1,61.1,green,sour,guava +26.3,round,2969.2,157.1,green,sweet,watermelon +16,oval,1217.5,85.6,brown,tangy,pineapple +21.1,oval,1582.2,75.7,orange,sweet,papaya +2,round,15.4,46.2,pink,sweet,lychee +7.5,round,290.1,88.8,green,sweet,custard apple +5.5,round,138.2,86.2,red,sweet,apple +2.8,oval,18,65,red,sweet,strawberry +15.5,oval,1147.6,86.7,brown,tangy,pineapple +6.5,round,160.5,78.5,red,sweet,apple +5.7,round,146.3,79.4,red,sweet,apple +16.6,round,1160.2,94.9,brown,sweet,coconut +6,round,143.9,78.8,red,sweet,apple +7.8,oval,191.7,69.1,green,sweet,pear +1,round,5.1,9.2,purple,sweet,grape +5,oval,75.1,102.8,brown,tangy,kiwi +18.4,round,1095.9,95.2,brown,sweet,coconut +2.7,oval,20.7,62.8,red,sweet,strawberry +1.1,round,5,10.9,purple,sweet,grape +7.1,round,185.9,58.7,green,sour,guava +4.1,round,51.4,69.7,purple,tangy,plum +2.7,oval,18.8,65.9,red,sweet,strawberry +7.2,round,209.1,61.9,green,sour,guava +2.2,round,16,45.9,pink,sweet,lychee +7.7,round,261.1,130.8,red,sweet,pomegranate +24.5,round,3154.6,153.3,green,sweet,watermelon +3.9,round,50.6,66.8,purple,tangy,plum +4.2,round,53.4,70.1,purple,tangy,plum +5.2,oval,54.5,21.3,orange,tangy,orange +20.8,oval,1544.7,73.3,orange,sweet,papaya +1,round,5.4,10.3,purple,sweet,grape +4.9,oval,75.5,92.3,brown,tangy,kiwi +8.7,oval,193,65.8,green,sweet,pear +9.1,oval,262.3,128.7,yellow,sweet,mango +13.5,oval,1205.6,95.5,brown,tangy,pineapple +10.9,oval,362.7,154.7,pink,sweet,dragon fruit +19.9,oval,1432.1,86.2,orange,sweet,papaya +16.4,oval,1289.7,82.8,brown,tangy,pineapple +7.1,round,240.3,120.9,red,sweet,pomegranate +10.6,long,112.6,39.5,yellow,sweet,banana +5,oval,52.1,18.1,orange,tangy,orange +3.3,oval,18.4,54.8,red,sweet,strawberry +8.2,oval,271.5,126.6,yellow,sweet,mango +9.7,long,119.1,39,yellow,sweet,banana +8.1,oval,179.2,70.8,green,sweet,pear +9.3,oval,274.6,118.6,yellow,sweet,mango +5.2,oval,76,107.9,brown,tangy,kiwi +5.4,oval,45.2,21.8,orange,tangy,orange +8.2,round,301.1,85.1,green,sweet,custard apple +10.3,long,110.5,36.2,yellow,sweet,banana +9.3,long,120.6,39.4,yellow,sweet,banana +7.3,round,258.4,127.4,red,sweet,pomegranate +3.1,oval,21.8,56.6,red,sweet,strawberry +15.2,oval,1246.2,91.3,brown,tangy,pineapple +10.3,oval,426.4,160.1,pink,sweet,dragon fruit +1,round,5.2,37.3,blue,sweet,blueberry +2.9,oval,20.2,65.4,red,sweet,strawberry +4.9,oval,68.6,101.1,brown,tangy,kiwi +9.7,oval,417.1,140.9,pink,sweet,dragon fruit +3.6,round,52.4,74.5,purple,tangy,plum +4.6,oval,68.4,93.1,brown,tangy,kiwi +3,oval,10.3,29,red,sweet,cherry +7.6,round,316,83,green,sweet,custard apple +4,round,45.9,70.2,purple,tangy,plum +18.1,oval,1590.5,74.2,orange,sweet,papaya +4.6,oval,50.5,18.7,orange,tangy,orange +1,round,5,9.8,purple,sweet,grape +3.2,oval,20.5,58.2,red,sweet,strawberry +1.1,round,4.5,41.6,blue,sweet,blueberry +0.9,round,4.6,10.8,purple,sweet,grape +9.4,oval,418.5,141.7,pink,sweet,dragon fruit +9.6,oval,266.2,128.6,yellow,sweet,mango +3,oval,10.7,32.6,red,sweet,cherry +2.9,oval,10,28.7,red,sweet,cherry +7.2,round,245.1,113.3,red,sweet,pomegranate +10.2,long,118.8,41.1,yellow,sweet,banana +10.8,oval,362.4,149.5,pink,sweet,dragon fruit +19.2,round,1126.8,102.5,brown,sweet,coconut +10,long,117.1,41,yellow,sweet,banana +19.2,oval,1644.5,73.1,orange,sweet,papaya +18.4,round,1266.4,100.3,brown,sweet,coconut +7.6,round,314.2,85.1,green,sweet,custard apple +7.4,oval,195.7,63.5,green,sweet,pear +2,round,16,51.5,pink,sweet,lychee +17.8,round,1222,98.4,brown,sweet,coconut +9.8,oval,429.2,160.6,pink,sweet,dragon fruit +19.5,oval,1554.6,74.8,orange,sweet,papaya +7,round,254.7,119.3,red,sweet,pomegranate +6.2,round,154,80.9,red,sweet,apple +9.3,oval,240,124.4,yellow,sweet,mango +2.1,round,14.4,49.5,pink,sweet,lychee +1.8,round,14.7,45.3,pink,sweet,lychee +5.6,round,135.7,72.1,red,sweet,apple +9.5,oval,248.9,128.3,yellow,sweet,mango +6.7,round,251.1,130.9,red,sweet,pomegranate +17.3,round,1113.1,100.6,brown,sweet,coconut +19.8,oval,1419,74,orange,sweet,papaya +11,long,110.9,37.1,yellow,sweet,banana +5.4,oval,46.8,19.1,orange,tangy,orange +9,oval,261.6,128.6,yellow,sweet,mango +1.9,round,15.3,48.4,pink,sweet,lychee +7.5,round,263.1,108.3,red,sweet,pomegranate +6.1,round,164.5,73.1,red,sweet,apple +6.9,round,250.8,119.9,red,sweet,pomegranate +25.8,round,3066.6,144.4,green,sweet,watermelon +1.9,round,14.3,46.2,pink,sweet,lychee +0.9,round,5.1,9.2,purple,sweet,grape +4,round,46.3,65.9,purple,tangy,plum +9.7,long,111.3,37.6,yellow,sweet,banana +21.8,oval,1420.3,86.8,orange,sweet,papaya +6.3,round,135.3,82.9,red,sweet,apple +7.4,oval,195.1,68.2,green,sweet,pear +14.3,oval,1252.4,85.7,brown,tangy,pineapple +14.6,oval,1164.6,94,brown,tangy,pineapple +1,round,5.1,10.2,purple,sweet,grape +7.6,round,307.8,88.3,green,sweet,custard apple +7.8,oval,179.9,67,green,sweet,pear +4,round,46.8,63.4,purple,tangy,plum +4.7,oval,71.6,90.1,brown,tangy,kiwi +5.3,oval,75.1,95,brown,tangy,kiwi +23.3,round,2911.2,163.4,green,sweet,watermelon +4.4,round,51.2,73.4,purple,tangy,plum +4.3,round,46.2,72.5,purple,tangy,plum +23,round,3175.7,157.6,green,sweet,watermelon +6.8,round,211.2,63,green,sour,guava +7.4,oval,181.3,74,green,sweet,pear +1.1,round,5,36.6,blue,sweet,blueberry +7.4,round,225.4,110.7,red,sweet,pomegranate +7.6,round,212.1,63.8,green,sour,guava +6.8,round,255.7,127.8,red,sweet,pomegranate +7.6,round,300.8,85.6,green,sweet,custard apple +5,oval,73,98.9,brown,tangy,kiwi +6.1,round,141.3,78.8,red,sweet,apple +9.4,oval,259.3,112.3,yellow,sweet,mango +9.7,long,114.9,39,yellow,sweet,banana +9.5,oval,273.9,115.9,yellow,sweet,mango +3,oval,10.4,29.4,red,sweet,cherry +1,round,4.6,10.9,purple,sweet,grape +17.5,round,1269.3,102.8,brown,sweet,coconut +10.9,long,118.2,37,yellow,sweet,banana +5.1,oval,50.3,19.1,orange,tangy,orange +20.3,oval,1439.7,72.6,orange,sweet,papaya +2.7,oval,20.6,58.3,red,sweet,strawberry +19.7,oval,1558,83.8,orange,sweet,papaya +1,round,5.2,9.2,purple,sweet,grape +6.9,round,233.6,112,red,sweet,pomegranate +7.6,round,217.5,54.6,green,sour,guava +3.1,oval,10.4,27.4,red,sweet,cherry +25.9,round,3173.8,158.2,green,sweet,watermelon +8.7,round,304.1,83.4,green,sweet,custard apple +9,oval,235,125.2,yellow,sweet,mango +0.9,round,5.2,36.6,blue,sweet,blueberry +2.7,oval,20.1,58.2,red,sweet,strawberry +9.3,oval,274,112.9,yellow,sweet,mango +4.2,round,51.5,65.2,purple,tangy,plum +6.9,round,245.2,115.2,red,sweet,pomegranate +16,oval,1158.3,84.5,brown,tangy,pineapple +4.7,oval,72.4,106.6,brown,tangy,kiwi +1,round,5.3,9.1,purple,sweet,grape +19.2,oval,1350.4,72.4,orange,sweet,papaya +7.9,round,270.1,91.7,green,sweet,custard apple +0.9,round,5.2,10.5,purple,sweet,grape +25.8,round,3256.2,140.5,green,sweet,watermelon +1.1,round,5,42.2,blue,sweet,blueberry +2.2,round,16.3,50.2,pink,sweet,lychee +19.1,round,1162,109.4,brown,sweet,coconut +5.4,oval,72.5,93.2,brown,tangy,kiwi +6.4,round,272.9,117.5,red,sweet,pomegranate +17.9,round,1225.1,102.1,brown,sweet,coconut +8,round,309,82.9,green,sweet,custard apple +3.3,oval,21.2,58.1,red,sweet,strawberry +7.3,round,230.1,119,red,sweet,pomegranate +4.6,oval,80.4,103,brown,tangy,kiwi +1,round,4.8,43.9,blue,sweet,blueberry +8.2,round,328.8,94.3,green,sweet,custard apple +7.9,oval,180,65.2,green,sweet,pear +2.1,round,13.5,49.4,pink,sweet,lychee +17,round,1235.1,96.9,brown,sweet,coconut +2.7,oval,9.4,28.4,red,sweet,cherry +19.2,round,1172,101.3,brown,sweet,coconut +1,round,4.5,37.8,blue,sweet,blueberry +15.5,oval,1289.2,86,brown,tangy,pineapple +2.1,round,16,45.1,pink,sweet,lychee +16.4,round,1221.2,90.5,brown,sweet,coconut +5.6,round,146.6,87,red,sweet,apple +1.1,round,4.6,9.8,purple,sweet,grape +7.1,round,225.5,127.9,red,sweet,pomegranate +7,round,202.9,59.3,green,sour,guava +23,round,2715.3,139.7,green,sweet,watermelon +2.7,oval,10.7,29.2,red,sweet,cherry +0.9,round,5.3,9.4,purple,sweet,grape +3.8,round,47,72.2,purple,tangy,plum +4.7,oval,54.9,18.7,orange,tangy,orange +9.9,long,124.6,36.6,yellow,sweet,banana +6.7,round,273.6,108.4,red,sweet,pomegranate +7.6,round,258,127.2,red,sweet,pomegranate +9,oval,243.2,121.3,yellow,sweet,mango +9.3,long,131.8,41.8,yellow,sweet,banana +2.8,oval,21.3,54.4,red,sweet,strawberry +1,round,5.5,9.2,purple,sweet,grape +8.2,oval,181.5,75.5,green,sweet,pear +20.5,oval,1577.7,86.3,orange,sweet,papaya +6.2,round,146,72.2,red,sweet,apple +10.5,long,118.7,39.7,yellow,sweet,banana +8,round,308.3,92.9,green,sweet,custard apple +17.4,round,1287.3,108.6,brown,sweet,coconut +4.3,round,51.6,76.3,purple,tangy,plum +10.7,oval,410.1,163.6,pink,sweet,dragon fruit +15.8,oval,1240.6,97.9,brown,tangy,pineapple +3.1,oval,19,56,red,sweet,strawberry +2.8,oval,10.3,27.6,red,sweet,cherry +13.7,oval,1145.4,91.2,brown,tangy,pineapple +5.7,round,158.2,87,red,sweet,apple +9.2,oval,231.8,127.5,yellow,sweet,mango +20.4,oval,1587.5,85.6,orange,sweet,papaya +14.5,oval,1298.8,97,brown,tangy,pineapple +1.1,round,4.8,9.8,purple,sweet,grape +14.9,oval,1190.2,93.2,brown,tangy,pineapple +6.5,round,149,83.2,red,sweet,apple +10.6,long,121.3,42.5,yellow,sweet,banana +1,round,5.3,43.2,blue,sweet,blueberry +8.7,round,286.9,81.1,green,sweet,custard apple +7.4,round,262.4,111.7,red,sweet,pomegranate +7.6,round,213.3,64.1,green,sour,guava +10,oval,376.8,164.1,pink,sweet,dragon fruit +3.1,oval,19,59.1,red,sweet,strawberry +1.8,round,16.1,46.3,pink,sweet,lychee +14.1,oval,1315.7,81.6,brown,tangy,pineapple +2.2,round,14.8,50.6,pink,sweet,lychee +5.1,oval,74.2,94.5,brown,tangy,kiwi +6.5,round,151.5,80.1,red,sweet,apple +21.9,oval,1597.6,77.3,orange,sweet,papaya +1.9,round,16.1,51.6,pink,sweet,lychee +1.9,round,15.4,46.1,pink,sweet,lychee +5.9,round,145.6,78.8,red,sweet,apple +2.1,round,14.7,48.3,pink,sweet,lychee +1.1,round,4.6,10.9,purple,sweet,grape +4.4,round,54.9,69.4,purple,tangy,plum +7.1,round,181.4,55.4,green,sour,guava +3.3,oval,10.3,27.6,red,sweet,cherry +8,oval,192,64.9,green,sweet,pear +19.6,oval,1467.8,72.2,orange,sweet,papaya +8,oval,197.2,65.5,green,sweet,pear +14.1,oval,1212.3,94.3,brown,tangy,pineapple +10.8,long,125.6,38.3,yellow,sweet,banana +3.7,round,46.2,74.5,purple,tangy,plum +4.1,round,45.8,66.7,purple,tangy,plum +1.9,round,15.7,46.7,pink,sweet,lychee +24.8,round,3127.3,135.2,green,sweet,watermelon +3,oval,10.2,28.4,red,sweet,cherry +1,round,4.7,39.9,blue,sweet,blueberry +8.7,round,284.2,93,green,sweet,custard apple +1,round,4.9,9.2,purple,sweet,grape +8.2,oval,238.2,126.8,yellow,sweet,mango +16.4,oval,1208.1,88.8,brown,tangy,pineapple +4.8,oval,72.4,105.2,brown,tangy,kiwi +2.8,oval,10.5,32,red,sweet,cherry +13.9,oval,1290.5,81.9,brown,tangy,pineapple +3,oval,20.3,65,red,sweet,strawberry +20.4,oval,1415.3,77.9,orange,sweet,papaya +5.2,oval,52.6,20.2,orange,tangy,orange +4.1,round,52.2,65.2,purple,tangy,plum +3.2,oval,9.6,30.9,red,sweet,cherry +1.1,round,4.6,10.9,purple,sweet,grape +1.9,round,15.3,52.8,pink,sweet,lychee +8.5,round,277.4,82.7,green,sweet,custard apple +4,round,48.7,75.6,purple,tangy,plum +16.4,oval,1083.3,91.4,brown,tangy,pineapple +4.6,oval,48,19.4,orange,tangy,orange +18.8,oval,1595.4,73.6,orange,sweet,papaya +1.1,round,5.5,9,purple,sweet,grape +4.7,oval,81.7,101.3,brown,tangy,kiwi +14.6,oval,1152.9,90.5,brown,tangy,pineapple +17.3,round,1249.7,93.3,brown,sweet,coconut +4.9,oval,46.4,21,orange,tangy,orange +8.1,round,290.1,92.6,green,sweet,custard apple +0.9,round,5.1,40.8,blue,sweet,blueberry +1,round,4.8,42.2,blue,sweet,blueberry +8.2,oval,187,68.5,green,sweet,pear +25.3,round,3186.3,141.2,green,sweet,watermelon +2.2,round,13.6,51.4,pink,sweet,lychee +5.1,oval,54.5,21.8,orange,tangy,orange +16.6,round,1220.8,106.7,brown,sweet,coconut +8.4,oval,181,71.7,green,sweet,pear +5,oval,71.4,103.3,brown,tangy,kiwi +1,round,4.9,40.6,blue,sweet,blueberry +10.6,long,128.8,37,yellow,sweet,banana +4.3,round,50.6,65.6,purple,tangy,plum +19.9,oval,1370.2,84.1,orange,sweet,papaya +0.9,round,4.7,9.6,purple,sweet,grape +23.1,round,2727.9,153.7,green,sweet,watermelon +14.5,oval,1177,88.5,brown,tangy,pineapple +5.5,round,163.8,79.7,red,sweet,apple +9.2,oval,429.9,157.6,pink,sweet,dragon fruit +9.7,oval,235.9,121.4,yellow,sweet,mango +5.4,round,145.1,79.2,red,sweet,apple +8.7,oval,260.6,125.3,yellow,sweet,mango +1,round,5.2,10.4,purple,sweet,grape +11,oval,432.2,164.9,pink,sweet,dragon fruit +8.7,round,316.9,93,green,sweet,custard apple +2.8,oval,9.8,31.4,red,sweet,cherry +9.4,long,112.6,39.6,yellow,sweet,banana +7.2,oval,191.1,70.6,green,sweet,pear +6.5,round,273.4,126.6,red,sweet,pomegranate +7.2,round,243.9,116.1,red,sweet,pomegranate +5.2,oval,71.7,100.4,brown,tangy,kiwi +18.7,oval,1470.6,84.1,orange,sweet,papaya +20.6,oval,1600.3,73.3,orange,sweet,papaya +7.8,oval,171.6,68.8,green,sweet,pear +8.6,oval,179.7,74,green,sweet,pear +22.7,round,3260.2,136.5,green,sweet,watermelon +8.7,oval,172,72.6,green,sweet,pear +26,round,2776.2,142.9,green,sweet,watermelon +2.1,round,13.8,54.5,pink,sweet,lychee +7.2,oval,195.7,71.3,green,sweet,pear +7.7,oval,186.5,66,green,sweet,pear +18.5,round,1290.7,96.2,brown,sweet,coconut +13.7,oval,1272.3,94.7,brown,tangy,pineapple +1,round,4.9,10.8,purple,sweet,grape +15.9,oval,1237.6,85.6,brown,tangy,pineapple +9.8,long,122.1,39.7,yellow,sweet,banana +6.2,round,147.3,72.4,red,sweet,apple +8.7,oval,236,131,yellow,sweet,mango +8.5,oval,176.1,63.5,green,sweet,pear +9.4,long,113.9,42.2,yellow,sweet,banana +5.1,oval,45.5,20.2,orange,tangy,orange +21.1,oval,1613.7,86.7,orange,sweet,papaya +10.7,long,114.1,37.8,yellow,sweet,banana +18.8,round,1162.3,93.8,brown,sweet,coconut +10.3,long,130.6,36.3,yellow,sweet,banana +2.8,oval,9.5,28.6,red,sweet,cherry +3.1,oval,10.1,29.4,red,sweet,cherry +19.4,oval,1490.8,85,orange,sweet,papaya +6.1,round,135.5,81.5,red,sweet,apple +2.8,oval,9.2,27.4,red,sweet,cherry +18.3,round,1190.2,91.2,brown,sweet,coconut +19.9,oval,1417.2,79.8,orange,sweet,papaya +3.2,oval,9.7,27.8,red,sweet,cherry +8.5,round,288.7,90.4,green,sweet,custard apple +6.3,round,136.2,77.5,red,sweet,apple +9,oval,258.2,109.1,yellow,sweet,mango +6.9,round,206.9,57.7,green,sour,guava +2.9,oval,10.1,28.8,red,sweet,cherry +10.9,long,115,37.4,yellow,sweet,banana +5,oval,80.1,93.8,brown,tangy,kiwi +6.4,round,196.2,61.8,green,sour,guava +6.4,round,227.2,130.4,red,sweet,pomegranate +4.8,oval,52.8,19.5,orange,tangy,orange +4.1,round,46.5,73.9,purple,tangy,plum +9.1,long,117.8,39.2,yellow,sweet,banana +5.4,oval,76.1,107.3,brown,tangy,kiwi +10.7,long,115.4,40,yellow,sweet,banana +6.6,round,242.1,129.9,red,sweet,pomegranate +0.9,round,5.3,9.6,purple,sweet,grape +4.3,round,48.1,69.5,purple,tangy,plum +9.8,long,118.3,38.8,yellow,sweet,banana +6.6,round,144.1,86.3,red,sweet,apple +0.9,round,5.4,9.8,purple,sweet,grape +9.3,oval,247.7,125.9,yellow,sweet,mango +20.3,oval,1392.3,78.3,orange,sweet,papaya +6.9,round,204.3,54.4,green,sour,guava +10,oval,373.4,135.9,pink,sweet,dragon fruit +8.5,oval,254.6,130.8,yellow,sweet,mango +5.2,oval,69.1,107.5,brown,tangy,kiwi +9.5,oval,243.5,113.7,yellow,sweet,mango +3.2,oval,9,31.2,red,sweet,cherry +5.3,oval,48.7,21.5,orange,tangy,orange +14.1,oval,1139.3,92.6,brown,tangy,pineapple +11,oval,375.2,153.9,pink,sweet,dragon fruit +7.4,round,193.6,54.4,green,sour,guava +2.9,oval,19.8,60.5,red,sweet,strawberry +6.4,round,141,80.7,red,sweet,apple +9.2,long,117.7,42,yellow,sweet,banana +10.8,long,116.5,42,yellow,sweet,banana +5.3,oval,49.5,19.8,orange,tangy,orange +20.2,oval,1572.8,86.4,orange,sweet,papaya +8.7,oval,180.5,66.4,green,sweet,pear +2,round,13.8,50.6,pink,sweet,lychee +7.1,round,265.3,111.3,red,sweet,pomegranate +6.6,round,135.3,74.7,red,sweet,apple +4.9,oval,78.7,104.3,brown,tangy,kiwi +1,round,5.1,10.1,purple,sweet,grape +4,round,54.9,73.5,purple,tangy,plum +1.9,round,14.2,50.1,pink,sweet,lychee +3.3,oval,19.8,55.7,red,sweet,strawberry +13.7,oval,1216.9,94.5,brown,tangy,pineapple +2,round,13.5,45.1,pink,sweet,lychee +7.4,round,316.1,95.8,green,sweet,custard apple +23.2,round,2982.9,148.8,green,sweet,watermelon +19.4,oval,1633,72.2,orange,sweet,papaya +10,long,129.4,39.1,yellow,sweet,banana +16.8,round,1149.4,104,brown,sweet,coconut +0.9,round,5.5,10.3,purple,sweet,grape +9.4,oval,258.5,131.6,yellow,sweet,mango +14.1,oval,1265.5,96.3,brown,tangy,pineapple +7.6,round,271.4,127.5,red,sweet,pomegranate +10.3,long,124.7,43.8,yellow,sweet,banana +4,round,45.5,70.6,purple,tangy,plum +2.7,oval,20.3,54.4,red,sweet,strawberry +10,oval,424.8,140.3,pink,sweet,dragon fruit +7.8,round,310.6,87.6,green,sweet,custard apple +8.2,oval,188.7,67.2,green,sweet,pear +18.5,round,1139.1,108.1,brown,sweet,coconut +3.2,oval,21,59.9,red,sweet,strawberry +17,round,1165.1,98.1,brown,sweet,coconut +4.9,oval,47,21.9,orange,tangy,orange +4.2,round,49.4,70.1,purple,tangy,plum +4.8,oval,71.6,108.6,brown,tangy,kiwi +1,round,4.8,38.4,blue,sweet,blueberry +4.9,oval,79.4,107,brown,tangy,kiwi +2.9,oval,10,28.5,red,sweet,cherry +4.9,oval,70.7,103.6,brown,tangy,kiwi +6.4,round,254.1,131.2,red,sweet,pomegranate +1,round,4.8,9.8,purple,sweet,grape +0.9,round,4.7,10.9,purple,sweet,grape +19.1,oval,1389.7,79.6,orange,sweet,papaya +5,oval,76.5,95.1,brown,tangy,kiwi +3.2,oval,9.1,31.9,red,sweet,cherry +7.5,oval,177.8,66,green,sweet,pear +3.1,oval,20.9,62.8,red,sweet,strawberry +23.9,round,2985.4,156.6,green,sweet,watermelon +8.7,round,310.3,94.4,green,sweet,custard apple +3,oval,9.4,31.1,red,sweet,cherry +5.3,oval,50.7,18.2,orange,tangy,orange +1,round,4.9,43.9,blue,sweet,blueberry +8.3,oval,178.8,74.9,green,sweet,pear +7.4,oval,194.1,73.5,green,sweet,pear +8.4,oval,257.2,109.2,yellow,sweet,mango +15,oval,1107.2,95.2,brown,tangy,pineapple +8.5,oval,229.9,128.5,yellow,sweet,mango +3.8,round,50.1,67.1,purple,tangy,plum +8.3,oval,232.9,113.9,yellow,sweet,mango +5.3,oval,45.6,21.2,orange,tangy,orange +1.8,round,14.5,50.1,pink,sweet,lychee +10.9,oval,411.3,162.3,pink,sweet,dragon fruit +23.2,round,2795.3,155.5,green,sweet,watermelon +5,oval,53.6,18.3,orange,tangy,orange +9.8,oval,251.5,123.7,yellow,sweet,mango +13.6,oval,1244.5,85,brown,tangy,pineapple +2.9,oval,20.5,63.3,red,sweet,strawberry +4.3,round,52.4,67,purple,tangy,plum +8.8,round,294.2,94.6,green,sweet,custard apple +1,round,4.9,10.1,purple,sweet,grape +24.5,round,2945.2,147.9,green,sweet,watermelon +4.7,oval,82.4,91.4,brown,tangy,kiwi +24.1,round,3131,140,green,sweet,watermelon +5.1,oval,69.3,105.7,brown,tangy,kiwi +7.8,oval,168.6,70.4,green,sweet,pear +4,round,49,67.5,purple,tangy,plum +3.2,oval,19.5,56.6,red,sweet,strawberry +20.4,oval,1383.9,84.5,orange,sweet,papaya +3.1,oval,18.8,63.1,red,sweet,strawberry +6.3,round,211.9,60.8,green,sour,guava +4.8,oval,69.1,108.8,brown,tangy,kiwi +3,oval,9.5,27,red,sweet,cherry +6,round,152.5,76.8,red,sweet,apple +8.4,oval,228.6,119.4,yellow,sweet,mango +23.9,round,2881.9,147.3,green,sweet,watermelon +9.3,oval,262.7,110.4,yellow,sweet,mango +6.4,round,262.3,123,red,sweet,pomegranate +3.2,oval,21.3,54.8,red,sweet,strawberry +9.3,oval,425.6,152.1,pink,sweet,dragon fruit +7.4,round,270.5,120.9,red,sweet,pomegranate +8.2,oval,184.3,70.2,green,sweet,pear +7.9,round,294.7,91.2,green,sweet,custard apple +10,oval,381.2,163.9,pink,sweet,dragon fruit +4.9,oval,53.5,19,orange,tangy,orange +10.3,oval,374.7,149.4,pink,sweet,dragon fruit +2.1,round,15.4,47.4,pink,sweet,lychee +1,round,4.7,38.7,blue,sweet,blueberry +4.7,oval,67.5,109,brown,tangy,kiwi +10.2,long,130.7,36.3,yellow,sweet,banana +3.2,oval,19.8,63.1,red,sweet,strawberry +7.4,round,243,122.6,red,sweet,pomegranate +5.4,round,148.3,87.6,red,sweet,apple +3,oval,9.1,31.5,red,sweet,cherry +19.4,round,1198.9,104.1,brown,sweet,coconut +9.6,oval,380.8,135.2,pink,sweet,dragon fruit +17.6,round,1244.2,95.2,brown,sweet,coconut +6.2,round,153.6,80.7,red,sweet,apple +7.1,round,216.5,60.7,green,sour,guava +7.6,round,193.6,62,green,sour,guava +10.5,oval,424.7,141.2,pink,sweet,dragon fruit +18.7,round,1083.5,101.3,brown,sweet,coconut +7.4,round,265.2,112.1,red,sweet,pomegranate +25.2,round,3193.9,147.9,green,sweet,watermelon +7.5,oval,188.5,65.4,green,sweet,pear +2.8,oval,11,29.3,red,sweet,cherry +25.2,round,2733.5,151.2,green,sweet,watermelon +1,round,4.9,9.4,purple,sweet,grape +10.6,long,124,41.4,yellow,sweet,banana +15.6,oval,1083.9,84.5,brown,tangy,pineapple +8.7,oval,169.7,69.9,green,sweet,pear +6.7,round,235.3,114.6,red,sweet,pomegranate +8.4,oval,169.6,67.8,green,sweet,pear +10.2,oval,425.4,162.9,pink,sweet,dragon fruit +8,oval,180.7,63.4,green,sweet,pear +1,round,5.2,41.2,blue,sweet,blueberry +18,oval,1535.1,83.5,orange,sweet,papaya +20.5,oval,1521.3,73.4,orange,sweet,papaya +6.3,round,150.5,75.8,red,sweet,apple +6.9,round,214.9,65.6,green,sour,guava +2.7,oval,20.7,63.9,red,sweet,strawberry +10.5,oval,421.2,138.6,pink,sweet,dragon fruit +6.8,round,238.2,130.5,red,sweet,pomegranate +9.9,long,118.7,43.1,yellow,sweet,banana +2,round,14.9,54.1,pink,sweet,lychee +8.2,oval,246.7,111.3,yellow,sweet,mango +3,oval,9.3,28.9,red,sweet,cherry +1,round,4.9,36.8,blue,sweet,blueberry +0.9,round,5.3,41.6,blue,sweet,blueberry +4.9,oval,54.8,21.8,orange,tangy,orange +1,round,4.9,36.2,blue,sweet,blueberry +26.6,round,2780,151.3,green,sweet,watermelon +14.4,oval,1178.6,89.8,brown,tangy,pineapple +18.6,oval,1568.5,81.8,orange,sweet,papaya +14.1,oval,1086.5,98.9,brown,tangy,pineapple +2.9,oval,10.7,32.1,red,sweet,cherry +2.9,oval,9.9,32,red,sweet,cherry +4.1,round,48.4,64.4,purple,tangy,plum +8.2,oval,172.8,64.1,green,sweet,pear +7.6,round,274.3,112.9,red,sweet,pomegranate +8.3,oval,182.3,68.5,green,sweet,pear +26.8,round,3001,151.8,green,sweet,watermelon +0.9,round,4.8,40.4,blue,sweet,blueberry +8.6,oval,259.7,113.7,yellow,sweet,mango +25.2,round,2753.6,143.1,green,sweet,watermelon +20.8,oval,1637.5,72.2,orange,sweet,papaya +19,oval,1433.7,85.2,orange,sweet,papaya +6.2,round,150.1,76.8,red,sweet,apple +14.3,oval,1143.2,93.4,brown,tangy,pineapple +15.7,oval,1284.2,84.8,brown,tangy,pineapple +19.2,round,1243.9,98.1,brown,sweet,coconut +14.5,oval,1304.4,97.7,brown,tangy,pineapple +4.6,oval,70.7,98.3,brown,tangy,kiwi +8.3,oval,232.7,131.5,yellow,sweet,mango +1,round,4.7,9.5,purple,sweet,grape +6.8,round,211.2,56.3,green,sour,guava +8.5,oval,176.2,66.9,green,sweet,pear +7.7,round,299.9,84.4,green,sweet,custard apple +7.9,oval,183.8,67.6,green,sweet,pear +1.9,round,15.4,52.9,pink,sweet,lychee +9.5,long,123.6,37.8,yellow,sweet,banana +5.5,oval,67.5,96.5,brown,tangy,kiwi +7.2,oval,193.9,74.2,green,sweet,pear +5.2,oval,74.1,96.4,brown,tangy,kiwi +1,round,4.9,9.2,purple,sweet,grape +4.7,oval,72.1,96.1,brown,tangy,kiwi +1,round,4.8,9.3,purple,sweet,grape +8,round,303.9,92,green,sweet,custard apple +14.3,oval,1313.8,84.5,brown,tangy,pineapple +8.3,oval,231.9,120.6,yellow,sweet,mango +5,oval,45.9,21.9,orange,tangy,orange +15.3,oval,1310.2,85.4,brown,tangy,pineapple +2.9,oval,10.3,31.8,red,sweet,cherry +3,oval,18.1,61.7,red,sweet,strawberry +5.3,oval,50.7,21.5,orange,tangy,orange +6.5,round,155.1,72.7,red,sweet,apple +6.8,round,242.4,115.5,red,sweet,pomegranate +26.3,round,3196.8,147.9,green,sweet,watermelon +5.9,round,158.7,84.9,red,sweet,apple +7.5,round,249.7,122.2,red,sweet,pomegranate +9.6,oval,417.4,164.5,pink,sweet,dragon fruit +2.9,oval,20.1,55.5,red,sweet,strawberry +16,oval,1165.6,95.9,brown,tangy,pineapple +1,round,5.4,9.4,purple,sweet,grape +6.6,round,194.8,55.6,green,sour,guava +9.7,oval,380.8,162.2,pink,sweet,dragon fruit +26.8,round,3191,162.3,green,sweet,watermelon +5.3,oval,47.3,20,orange,tangy,orange +5.2,oval,71.4,94.9,brown,tangy,kiwi +4.8,oval,74.4,106.7,brown,tangy,kiwi +16,oval,1259.9,83.3,brown,tangy,pineapple +9.3,oval,360,158.5,pink,sweet,dragon fruit +5.2,oval,50,20.5,orange,tangy,orange +1.1,round,4.7,42.4,blue,sweet,blueberry +19.6,oval,1587.8,75.7,orange,sweet,papaya +7.8,round,315.9,90.3,green,sweet,custard apple +5.1,oval,71.4,103,brown,tangy,kiwi +4.9,oval,67.7,97.9,brown,tangy,kiwi +2.7,oval,10.7,31.1,red,sweet,cherry +1.9,round,16.4,48.9,pink,sweet,lychee +5.3,oval,46.1,19,orange,tangy,orange +18.6,round,1231.9,91.8,brown,sweet,coconut +1,round,5.4,38.9,blue,sweet,blueberry +16.1,oval,1296,94.7,brown,tangy,pineapple +4.6,oval,70.7,94.2,brown,tangy,kiwi +8.5,round,294.5,93.6,green,sweet,custard apple +5.8,round,148.8,79.4,red,sweet,apple +3.1,oval,10.7,32.2,red,sweet,cherry +7.3,oval,168.8,76.6,green,sweet,pear +22.9,round,3216.1,154.1,green,sweet,watermelon +6.2,round,146.2,87.2,red,sweet,apple +1,round,5.1,40,blue,sweet,blueberry +1.1,round,5,9.7,purple,sweet,grape +3,oval,10.5,30.3,red,sweet,cherry +7.6,round,321.2,83.5,green,sweet,custard apple +17.4,round,1233.6,105.9,brown,sweet,coconut +14.8,oval,1187.3,84,brown,tangy,pineapple +16.5,oval,1083.1,86.6,brown,tangy,pineapple +6.6,round,226.9,123.7,red,sweet,pomegranate +8.7,oval,162.4,69.2,green,sweet,pear +6.3,round,259.9,109.2,red,sweet,pomegranate +18.3,round,1265.6,95.4,brown,sweet,coconut +1,round,5.3,38.7,blue,sweet,blueberry +26.6,round,2763.4,136.8,green,sweet,watermelon +5.8,round,139.6,72.7,red,sweet,apple +14.9,oval,1166,81.3,brown,tangy,pineapple +4.1,round,51.4,63.1,purple,tangy,plum +7.6,oval,195.2,74.7,green,sweet,pear +6.4,round,189.9,55.3,green,sour,guava +5.4,oval,75.9,97.9,brown,tangy,kiwi +7.4,oval,174.4,76.9,green,sweet,pear +19.6,round,1187.8,100,brown,sweet,coconut +8.3,oval,257.6,119,yellow,sweet,mango +4,round,53.9,76.8,purple,tangy,plum +1.9,round,14.6,54.5,pink,sweet,lychee +14.9,oval,1159.6,95.1,brown,tangy,pineapple +3.1,oval,18.3,61.3,red,sweet,strawberry +3.1,oval,10.4,30.6,red,sweet,cherry +7.7,oval,174.1,76.2,green,sweet,pear +1.1,round,5,40.7,blue,sweet,blueberry +3,oval,20.5,66,red,sweet,strawberry +0.9,round,4.6,10.5,purple,sweet,grape +5,oval,46.3,18.4,orange,tangy,orange +0.9,round,5.3,10.6,purple,sweet,grape +2.9,oval,10.2,28.9,red,sweet,cherry +6.4,round,164.6,75.8,red,sweet,apple +3.7,round,51.1,70,purple,tangy,plum +5.2,oval,69.7,97.5,brown,tangy,kiwi +20.9,oval,1530.7,85.7,orange,sweet,papaya +10.2,oval,435.7,140,pink,sweet,dragon fruit +15.6,oval,1234.8,87.7,brown,tangy,pineapple +4.8,oval,76.2,101.6,brown,tangy,kiwi +5.9,round,145,86.5,red,sweet,apple +0.9,round,4.8,9.5,purple,sweet,grape +3,oval,21.8,55.2,red,sweet,strawberry +4.1,round,45.5,76.6,purple,tangy,plum +5.5,round,164.9,85.4,red,sweet,apple +6.7,round,215.4,54.8,green,sour,guava +7.9,round,285,95.5,green,sweet,custard apple +10,long,117.1,40.4,yellow,sweet,banana +3,oval,9.7,29.7,red,sweet,cherry +6.4,round,226.1,116,red,sweet,pomegranate +1,round,4.5,10.3,purple,sweet,grape +1.1,round,5.1,9.6,purple,sweet,grape +0.9,round,5.1,42.1,blue,sweet,blueberry +23.6,round,2909.5,150.6,green,sweet,watermelon +26.5,round,3028.1,161.1,green,sweet,watermelon +19.6,round,1175.9,97.6,brown,sweet,coconut +10.2,oval,429,158.4,pink,sweet,dragon fruit +6.4,round,209.3,64,green,sour,guava +3.2,oval,21.2,62.8,red,sweet,strawberry +19.6,round,1192.1,100.4,brown,sweet,coconut +2.8,oval,10.4,29,red,sweet,cherry +7.4,round,187.8,65.7,green,sour,guava +1,round,5,36,blue,sweet,blueberry +2.1,round,15.6,46,pink,sweet,lychee +19.1,oval,1490.6,75.5,orange,sweet,papaya +0.9,round,5.3,9.6,purple,sweet,grape +3.1,oval,9.1,27.4,red,sweet,cherry +1,round,4.9,10.5,purple,sweet,grape +7,round,199.4,58.6,green,sour,guava +4.1,round,53,70.8,purple,tangy,plum +5.4,oval,47.5,18.2,orange,tangy,orange +5.1,oval,46.7,21.4,orange,tangy,orange +26.4,round,3245.5,154.8,green,sweet,watermelon +8.6,oval,189.7,76.2,green,sweet,pear +2.2,round,13.9,54.2,pink,sweet,lychee +18.2,oval,1461.5,81.3,orange,sweet,papaya +9,oval,254.2,112.3,yellow,sweet,mango +1,round,5.4,9.9,purple,sweet,grape +7.4,round,264.4,110.3,red,sweet,pomegranate +25.6,round,3286.9,149.2,green,sweet,watermelon +7.2,round,190.4,61.5,green,sour,guava +6.5,round,154.9,82.3,red,sweet,apple +7.3,round,298,89.2,green,sweet,custard apple +6.3,round,139.9,76.5,red,sweet,apple +17.4,round,1119.5,103.5,brown,sweet,coconut +1.1,round,5.1,38.4,blue,sweet,blueberry +5,oval,79.4,99.3,brown,tangy,kiwi +1,round,5.4,39.7,blue,sweet,blueberry +8.4,oval,245.9,117.5,yellow,sweet,mango +6.1,round,157.7,84,red,sweet,apple +7.3,oval,196.2,75,green,sweet,pear +6.5,round,219.7,61.1,green,sour,guava +3.2,oval,18.2,62.6,red,sweet,strawberry +19.7,round,1104.4,96.2,brown,sweet,coconut +15.3,oval,1173.4,91.6,brown,tangy,pineapple +7.4,round,219,65.4,green,sour,guava +4.3,round,50,73,purple,tangy,plum +7.5,round,186.7,65.6,green,sour,guava +9.2,oval,387.3,135.7,pink,sweet,dragon fruit +3.3,oval,9.7,32,red,sweet,cherry +4.6,oval,74.3,90.3,brown,tangy,kiwi +2.9,oval,10.1,27.9,red,sweet,cherry +6.7,round,232.8,111.6,red,sweet,pomegranate +9.5,long,120.1,40.5,yellow,sweet,banana +23.7,round,3025.7,162.1,green,sweet,watermelon +7.7,round,297.1,90.1,green,sweet,custard apple +18.1,round,1222.3,90.7,brown,sweet,coconut +1,round,4.6,9.1,purple,sweet,grape +7.9,oval,184.7,76.9,green,sweet,pear +3,oval,10,27.7,red,sweet,cherry +18.2,oval,1499.3,74.3,orange,sweet,papaya +4.8,oval,51.8,19.7,orange,tangy,orange +8.7,oval,164.7,75.3,green,sweet,pear +19,round,1307.5,91.7,brown,sweet,coconut +9.3,oval,398.4,163.9,pink,sweet,dragon fruit +7.5,oval,185.6,68.6,green,sweet,pear +16.4,round,1112.1,99.2,brown,sweet,coconut +10.6,long,113.7,43.2,yellow,sweet,banana +4.1,round,53.5,73.8,purple,tangy,plum +3.2,oval,10.6,28.3,red,sweet,cherry +1.1,round,5.1,9.8,purple,sweet,grape +8.8,round,301.7,88,green,sweet,custard apple +20.1,oval,1564.2,80.1,orange,sweet,papaya +6.4,round,145.2,82,red,sweet,apple +0.9,round,4.8,42.2,blue,sweet,blueberry +4.8,oval,74.9,102,brown,tangy,kiwi +5.4,oval,71.9,96.8,brown,tangy,kiwi +7.2,round,245.2,113,red,sweet,pomegranate +1,round,4.5,10.8,purple,sweet,grape +3,oval,10.6,32.3,red,sweet,cherry +10.8,oval,398.9,148,pink,sweet,dragon fruit +1.9,round,14.6,49.3,pink,sweet,lychee +9.8,oval,250.1,131.4,yellow,sweet,mango +6.2,round,143.5,85.4,red,sweet,apple +9.3,long,108.6,41.1,yellow,sweet,banana +26.8,round,2860.4,158.9,green,sweet,watermelon +1,round,4.6,37.3,blue,sweet,blueberry +8.5,round,324.3,88.5,green,sweet,custard apple +14.9,oval,1082.8,89.5,brown,tangy,pineapple +14.1,oval,1304.4,95.4,brown,tangy,pineapple +23.3,round,2903.9,148.7,green,sweet,watermelon +1.8,round,14,52.4,pink,sweet,lychee +8,oval,181,70.9,green,sweet,pear +6.4,round,143,82.9,red,sweet,apple +8.4,round,287.7,92.7,green,sweet,custard apple +18.1,round,1109.4,100,brown,sweet,coconut +8.8,oval,228.7,117,yellow,sweet,mango +10.8,oval,428.1,165,pink,sweet,dragon fruit +4.1,round,52.4,65.7,purple,tangy,plum +1.1,round,5.4,41.8,blue,sweet,blueberry +9.7,oval,392.3,159.9,pink,sweet,dragon fruit +20.7,oval,1471.8,77.1,orange,sweet,papaya +6.7,round,274.5,120.5,red,sweet,pomegranate +17.6,round,1106.2,101.5,brown,sweet,coconut +10.7,long,119.3,42.8,yellow,sweet,banana +2.1,round,16,47.4,pink,sweet,lychee +27.3,round,3124.5,149.4,green,sweet,watermelon +20.2,oval,1589.6,86.9,orange,sweet,papaya +9.7,long,115.4,42.9,yellow,sweet,banana +20.2,oval,1443.9,84.2,orange,sweet,papaya +1.8,round,14.8,46.8,pink,sweet,lychee +10.8,long,127,42.4,yellow,sweet,banana +7.7,oval,167.5,66.2,green,sweet,pear +3.1,oval,10.1,31.5,red,sweet,cherry +6.5,round,266.2,111.1,red,sweet,pomegranate +25.2,round,3058.5,135.3,green,sweet,watermelon +2.7,oval,9.6,30.5,red,sweet,cherry +3,oval,9.5,32.7,red,sweet,cherry +1,round,4.5,43.5,blue,sweet,blueberry +5.6,round,159.6,78.4,red,sweet,apple +8.4,oval,169.6,64.4,green,sweet,pear +24.1,round,3200.1,155,green,sweet,watermelon +7.8,oval,168.3,64.8,green,sweet,pear +14.4,oval,1095.6,96.9,brown,tangy,pineapple +18.7,round,1189.6,104.6,brown,sweet,coconut +7.6,round,284,86.8,green,sweet,custard apple +1,round,5.2,10.1,purple,sweet,grape +1.8,round,14.6,52.3,pink,sweet,lychee +9.6,long,130.5,39.5,yellow,sweet,banana +3.2,oval,10.4,27.2,red,sweet,cherry +16.4,oval,1109.4,94.7,brown,tangy,pineapple +1.8,round,15.3,54.9,pink,sweet,lychee +18.1,oval,1399,74,orange,sweet,papaya +10.3,long,111.1,41.5,yellow,sweet,banana +4.2,round,52.1,74.1,purple,tangy,plum +4.7,oval,72.8,103.7,brown,tangy,kiwi +5.6,round,143.1,81,red,sweet,apple +19.3,round,1301.5,94.7,brown,sweet,coconut +3.8,round,48.9,74,purple,tangy,plum +4.3,round,52.1,71.4,purple,tangy,plum +1.9,round,15.6,46.2,pink,sweet,lychee +5.2,oval,49.5,19.3,orange,tangy,orange +0.9,round,4.8,9.8,purple,sweet,grape +7.1,round,266.1,124.2,red,sweet,pomegranate +2,round,16.4,47.2,pink,sweet,lychee +9.6,oval,396.9,155.8,pink,sweet,dragon fruit +4.1,round,47,66.6,purple,tangy,plum +7,round,253.2,108.9,red,sweet,pomegranate +21.3,oval,1587.3,76.3,orange,sweet,papaya +2,round,14.8,45.7,pink,sweet,lychee +10.9,oval,405.3,151.8,pink,sweet,dragon fruit +1.8,round,14.9,48.4,pink,sweet,lychee +23.3,round,3173.2,141.2,green,sweet,watermelon +1.1,round,5.2,10.4,purple,sweet,grape +9.7,oval,240.3,127.5,yellow,sweet,mango +1.1,round,5.4,9.4,purple,sweet,grape +14.3,oval,1118.3,94.4,brown,tangy,pineapple +7.6,oval,171.5,69.4,green,sweet,pear +7.4,round,271.3,90.9,green,sweet,custard apple +25.4,round,3114.6,152.9,green,sweet,watermelon +18.5,oval,1631,79.7,orange,sweet,papaya +9.3,oval,235.9,116.2,yellow,sweet,mango +18.8,oval,1618,72.2,orange,sweet,papaya +10,oval,381.4,140.5,pink,sweet,dragon fruit +2.9,oval,19.3,63.8,red,sweet,strawberry +2.9,oval,10.7,27.1,red,sweet,cherry +3.3,oval,9.7,30.2,red,sweet,cherry +4.1,round,50,66.6,purple,tangy,plum +0.9,round,5,10.6,purple,sweet,grape +7.8,oval,171.6,76.8,green,sweet,pear +5.4,oval,47.9,18.5,orange,tangy,orange +8.1,oval,164.7,65,green,sweet,pear +1,round,5.1,10.5,purple,sweet,grape +10,long,130.6,38.9,yellow,sweet,banana +8.2,round,307.4,85.2,green,sweet,custard apple +5,oval,71.4,96.4,brown,tangy,kiwi +6.3,round,232.5,110.3,red,sweet,pomegranate +4.7,oval,80.1,109.1,brown,tangy,kiwi +1.1,round,4.9,41.6,blue,sweet,blueberry +5.5,oval,76,97.8,brown,tangy,kiwi +2.8,oval,10,30.8,red,sweet,cherry +24,round,3268.2,140.7,green,sweet,watermelon +1,round,5,37.2,blue,sweet,blueberry +9.7,long,124.5,36.3,yellow,sweet,banana +2.9,oval,18.3,59.8,red,sweet,strawberry +7.8,oval,172.4,66.1,green,sweet,pear +8.3,round,306.9,81.9,green,sweet,custard apple +10.7,oval,392.6,142.8,pink,sweet,dragon fruit +4.6,oval,68,102.2,brown,tangy,kiwi +5.4,oval,75,92,brown,tangy,kiwi +4.1,round,47.5,65.6,purple,tangy,plum +16.4,round,1318.4,96.8,brown,sweet,coconut +5.3,oval,76.5,97.6,brown,tangy,kiwi +3,oval,20,65.4,red,sweet,strawberry +5,oval,47.6,20.7,orange,tangy,orange +15.9,oval,1114.5,91.1,brown,tangy,pineapple +18.3,oval,1357,86.8,orange,sweet,papaya +1,round,5.1,10.7,purple,sweet,grape +2,round,15.3,50.5,pink,sweet,lychee +0.9,round,4.7,10.1,purple,sweet,grape +19.6,oval,1409.1,79.8,orange,sweet,papaya +7.7,oval,187.8,75.4,green,sweet,pear +1,round,5.4,41,blue,sweet,blueberry +6.5,round,273,113.3,red,sweet,pomegranate +19.6,oval,1463.4,85.5,orange,sweet,papaya +18.8,round,1312.7,103.5,brown,sweet,coconut +4.8,oval,70.7,104.4,brown,tangy,kiwi +23.7,round,3080.4,152.3,green,sweet,watermelon +8.4,oval,270.6,117.7,yellow,sweet,mango +6.5,round,253,108.8,red,sweet,pomegranate +8.1,round,280.5,87.7,green,sweet,custard apple +7.4,round,267.8,130.8,red,sweet,pomegranate +5.5,oval,49.5,21.6,orange,tangy,orange +4.1,round,46.5,74.2,purple,tangy,plum +9.2,long,131,41,yellow,sweet,banana +22,oval,1502.4,87.1,orange,sweet,papaya +9.8,oval,364.6,143.3,pink,sweet,dragon fruit +8.5,round,311,91.5,green,sweet,custard apple +10.2,oval,412,160,pink,sweet,dragon fruit +20,oval,1462.8,73.1,orange,sweet,papaya +8.1,round,312.7,90.6,green,sweet,custard apple +9.1,oval,255.8,131.9,yellow,sweet,mango +8.4,oval,174.5,75.8,green,sweet,pear +8.5,round,318.6,84.5,green,sweet,custard apple +6.8,round,195.1,62.2,green,sour,guava +7.9,round,282.4,98.9,green,sweet,custard apple +4.2,round,52.5,76.8,purple,tangy,plum +1.1,round,5.4,10.2,purple,sweet,grape +16.4,oval,1183.4,89.4,brown,tangy,pineapple +1,round,5.1,9.8,purple,sweet,grape +5,oval,49.6,20,orange,tangy,orange +1.9,round,16.4,45.8,pink,sweet,lychee +3.3,oval,9.2,32.7,red,sweet,cherry +2.8,oval,9.2,27.6,red,sweet,cherry +2,round,13.7,51.4,pink,sweet,lychee +4.6,oval,73.3,91.2,brown,tangy,kiwi +1.1,round,5.2,43.2,blue,sweet,blueberry +4.3,round,54.6,67.6,purple,tangy,plum +5.3,oval,81.1,107.2,brown,tangy,kiwi +3.8,round,50.8,70.5,purple,tangy,plum +15.7,oval,1205,95.6,brown,tangy,pineapple +13.8,oval,1159.6,90.3,brown,tangy,pineapple +2.9,oval,21,59.8,red,sweet,strawberry +3.1,oval,21.6,56.1,red,sweet,strawberry +8.7,oval,242.9,128.7,yellow,sweet,mango +9.4,long,115.1,37.1,yellow,sweet,banana +8.5,oval,193.9,74.9,green,sweet,pear +20.3,oval,1458.3,74.4,orange,sweet,papaya +6.2,round,155.1,83.8,red,sweet,apple +5.3,oval,78.9,96.4,brown,tangy,kiwi +8.2,oval,244.4,113.5,yellow,sweet,mango +0.9,round,5.2,43.4,blue,sweet,blueberry +1.8,round,15.1,50.2,pink,sweet,lychee +17.4,round,1171.3,92.3,brown,sweet,coconut +6.3,round,161.3,82.5,red,sweet,apple +16.3,oval,1092.2,82.1,brown,tangy,pineapple +7.3,oval,173.6,63.8,green,sweet,pear +7.3,round,293.3,83,green,sweet,custard apple +5.5,round,143.4,86.1,red,sweet,apple +19.6,round,1195.6,104.2,brown,sweet,coconut +3.1,oval,19.5,63.2,red,sweet,strawberry +9.3,oval,422,163.6,pink,sweet,dragon fruit +2.7,oval,9,28.3,red,sweet,cherry +2.8,oval,9.4,29.9,red,sweet,cherry +22,oval,1382.1,84,orange,sweet,papaya +1.1,round,5.4,10.6,purple,sweet,grape +15.3,oval,1290.6,88.2,brown,tangy,pineapple +5.5,oval,45.7,21.6,orange,tangy,orange +16.1,oval,1228,93.4,brown,tangy,pineapple +4.8,oval,50.4,20.1,orange,tangy,orange +9,oval,423.1,138.1,pink,sweet,dragon fruit +6.7,round,255.3,109,red,sweet,pomegranate +10.6,long,114.5,36.1,yellow,sweet,banana +7,round,212.4,57.9,green,sour,guava +2,round,14.6,54.5,pink,sweet,lychee +7.4,round,282.7,96.6,green,sweet,custard apple +6.5,round,241.2,120,red,sweet,pomegranate +2,round,15.4,50.2,pink,sweet,lychee +5.5,round,148.8,87.4,red,sweet,apple +1.9,round,13.9,48.3,pink,sweet,lychee +2,round,15.6,48.1,pink,sweet,lychee +1.1,round,5.3,40.4,blue,sweet,blueberry +0.9,round,5.2,40.9,blue,sweet,blueberry +2,round,14.3,54.8,pink,sweet,lychee +2.9,oval,19.7,58,red,sweet,strawberry +9.3,long,128.4,37.9,yellow,sweet,banana +9.8,oval,371.3,138.9,pink,sweet,dragon fruit +5.3,oval,79.3,104.7,brown,tangy,kiwi +3,oval,9.7,28.3,red,sweet,cherry +9.5,oval,228.2,123.7,yellow,sweet,mango +10.2,long,119,41.3,yellow,sweet,banana +5.2,oval,80.2,107.4,brown,tangy,kiwi +9.6,oval,417.5,159,pink,sweet,dragon fruit +7.4,round,200,64.1,green,sour,guava +9.6,oval,252.4,119.9,yellow,sweet,mango +3.1,oval,21,55,red,sweet,strawberry +1,round,5.2,9.2,purple,sweet,grape +5.5,oval,78.3,100.8,brown,tangy,kiwi +8.2,round,302.7,83.2,green,sweet,custard apple +9.8,long,129.8,41.1,yellow,sweet,banana +1,round,4.7,10.7,purple,sweet,grape +6.3,round,243.8,114.7,red,sweet,pomegranate +3,oval,19,56.4,red,sweet,strawberry +5.5,oval,49.5,20.8,orange,tangy,orange +17.5,round,1221.8,98,brown,sweet,coconut +10.9,long,116.5,36.2,yellow,sweet,banana +2.9,oval,10.7,29.9,red,sweet,cherry +1.8,round,16.1,49.9,pink,sweet,lychee +2.9,oval,9.3,27.7,red,sweet,cherry +1.9,round,16.4,53.9,pink,sweet,lychee +7.1,round,214.7,66,green,sour,guava +5.6,round,143.8,79.7,red,sweet,apple +23.8,round,2988.2,164.6,green,sweet,watermelon +8.2,oval,227,126.4,yellow,sweet,mango +2.2,round,15.2,52,pink,sweet,lychee +22.9,round,3262.4,137.8,green,sweet,watermelon +3.3,oval,19.3,63.1,red,sweet,strawberry +6.9,round,181.8,54.2,green,sour,guava +8.4,round,311.1,91.4,green,sweet,custard apple +7.7,round,309.7,94.3,green,sweet,custard apple +8.5,oval,262.8,115.5,yellow,sweet,mango +14,oval,1280.5,92.8,brown,tangy,pineapple +9.1,long,131,41.8,yellow,sweet,banana +2.9,oval,18.2,64.4,red,sweet,strawberry +9,oval,436.7,143.5,pink,sweet,dragon fruit +7.5,round,294.8,86.7,green,sweet,custard apple +5.5,round,143.3,80.6,red,sweet,apple +9.1,oval,393,142.9,pink,sweet,dragon fruit +9.3,oval,239.3,119.5,yellow,sweet,mango +4.6,oval,80.7,99.7,brown,tangy,kiwi +1.1,round,5.4,40.1,blue,sweet,blueberry +3.1,oval,11,27.1,red,sweet,cherry +27.1,round,3172.1,164.6,green,sweet,watermelon +7,round,191.9,64.8,green,sour,guava +7.4,round,293.9,98.5,green,sweet,custard apple +7.2,round,196.8,58.9,green,sour,guava +7.2,round,183.2,59.5,green,sour,guava +2.1,round,15.9,46.5,pink,sweet,lychee +7.5,round,326.5,89.6,green,sweet,custard apple +5.1,oval,74.7,90.8,brown,tangy,kiwi +4.7,oval,70.2,98.9,brown,tangy,kiwi +5.6,round,143.9,77.2,red,sweet,apple +6.9,round,203.7,58.4,green,sour,guava +7.1,round,192.7,65.6,green,sour,guava +8,round,296.4,87.8,green,sweet,custard apple +6.4,round,271.1,118.8,red,sweet,pomegranate +7.2,round,325,85.9,green,sweet,custard apple +8.3,oval,257.4,119.4,yellow,sweet,mango +5,oval,72.9,93.4,brown,tangy,kiwi +7.4,oval,197.4,74.2,green,sweet,pear +7.6,round,240.6,113.3,red,sweet,pomegranate +8.7,oval,235.7,109.2,yellow,sweet,mango +15.7,oval,1127.9,88.2,brown,tangy,pineapple +18.9,round,1282.2,98.8,brown,sweet,coconut +20.6,oval,1353.8,86.3,orange,sweet,papaya +8.7,oval,256.8,117.6,yellow,sweet,mango +4.4,round,49.8,75.2,purple,tangy,plum +16.5,oval,1146.1,92,brown,tangy,pineapple +2,round,15.9,46.1,pink,sweet,lychee +21.3,oval,1462.4,74.9,orange,sweet,papaya +10.5,long,130,41.9,yellow,sweet,banana +27,round,3150.6,152.5,green,sweet,watermelon +4.9,oval,77.8,97.2,brown,tangy,kiwi +1.1,round,4.7,10.8,purple,sweet,grape +26,round,3227.1,159.8,green,sweet,watermelon +4,round,52.8,63.3,purple,tangy,plum +18.5,round,1223.4,100.9,brown,sweet,coconut +2.9,oval,21.5,64.8,red,sweet,strawberry +4.6,oval,52,18.4,orange,tangy,orange +4.3,round,52.6,67.9,purple,tangy,plum +8,round,292.1,88.8,green,sweet,custard apple +1.9,round,14.9,51.3,pink,sweet,lychee +10.2,long,112.2,40.7,yellow,sweet,banana +19.6,oval,1646.2,82.2,orange,sweet,papaya +2.9,oval,9.4,31.9,red,sweet,cherry +6.8,round,192.1,61.9,green,sour,guava +23.3,round,3104.4,144.4,green,sweet,watermelon +5.3,oval,52.8,20.3,orange,tangy,orange +14.5,oval,1099.2,91,brown,tangy,pineapple +18.9,oval,1430.1,81.4,orange,sweet,papaya +0.9,round,4.8,9.6,purple,sweet,grape +5.9,round,162.9,81.2,red,sweet,apple +5.2,oval,79.2,103.1,brown,tangy,kiwi +10.4,long,128.1,36.3,yellow,sweet,banana +23.4,round,3244.4,144.8,green,sweet,watermelon +5.8,round,138.3,77.8,red,sweet,apple +1,round,5,38.4,blue,sweet,blueberry +7.2,round,181.1,56.9,green,sour,guava +10,oval,430,161.2,pink,sweet,dragon fruit +8.3,oval,189,64.3,green,sweet,pear +16.2,oval,1241.6,82.1,brown,tangy,pineapple +7.3,round,297.2,84.8,green,sweet,custard apple +10.5,long,126.3,43.7,yellow,sweet,banana +6.5,round,136,86.4,red,sweet,apple +10.1,oval,392.8,163,pink,sweet,dragon fruit +9.7,oval,229,116.3,yellow,sweet,mango +7.8,oval,195.8,64.5,green,sweet,pear +9,oval,254.5,123.5,yellow,sweet,mango +3.2,oval,19.8,55.4,red,sweet,strawberry +4.9,oval,45.1,21,orange,tangy,orange +6.5,round,191.8,57.9,green,sour,guava +1.1,round,5.4,40.7,blue,sweet,blueberry +27.3,round,2979.7,137.7,green,sweet,watermelon +8.3,oval,167.5,71.9,green,sweet,pear +18.4,round,1105.5,95.3,brown,sweet,coconut +1.1,round,5,9.1,purple,sweet,grape +2.8,oval,18,61.7,red,sweet,strawberry +0.9,round,4.6,37.6,blue,sweet,blueberry +8.6,oval,171.5,66.7,green,sweet,pear +7.7,round,207.8,54.6,green,sour,guava +25,round,3067.2,148.5,green,sweet,watermelon +5,oval,73.5,104.6,brown,tangy,kiwi +19.6,oval,1602,78.9,orange,sweet,papaya +1,round,4.8,37.9,blue,sweet,blueberry +6.9,round,238.8,123.4,red,sweet,pomegranate +14.2,oval,1165.1,93.9,brown,tangy,pineapple +8,oval,189.7,68.3,green,sweet,pear +16.5,round,1216.8,107.8,brown,sweet,coconut +1.9,round,15.4,45.7,pink,sweet,lychee +4.8,oval,50.9,19.5,orange,tangy,orange +9.2,oval,395.5,154.1,pink,sweet,dragon fruit +7.4,round,186,63.5,green,sour,guava +8.6,round,317.2,88.3,green,sweet,custard apple +10.5,oval,408,143.9,pink,sweet,dragon fruit +21.4,oval,1620.7,82.6,orange,sweet,papaya +10.3,long,131.7,38.7,yellow,sweet,banana +9.4,oval,406.6,145.4,pink,sweet,dragon fruit +0.9,round,5.1,37.4,blue,sweet,blueberry +15.9,oval,1275.1,92.8,brown,tangy,pineapple +15,oval,1148.5,94.9,brown,tangy,pineapple +27.2,round,3113.5,139.6,green,sweet,watermelon +4.9,oval,75.4,91.6,brown,tangy,kiwi +7.7,round,296.1,85.1,green,sweet,custard apple +25.5,round,2952.6,143.5,green,sweet,watermelon +1,round,5.3,10.8,purple,sweet,grape +13.8,oval,1225.5,82.8,brown,tangy,pineapple +23.4,round,3247.3,161.1,green,sweet,watermelon +9.4,long,117.1,42.7,yellow,sweet,banana +18,round,1277.3,102.2,brown,sweet,coconut +6,round,139.3,83.8,red,sweet,apple +23.2,round,3294.9,145.3,green,sweet,watermelon +4.3,round,49.9,72.9,purple,tangy,plum +8.5,round,294.3,86.8,green,sweet,custard apple +16.9,round,1173.1,91.1,brown,sweet,coconut +6.4,round,159.6,72.5,red,sweet,apple +7,round,254.6,122.2,red,sweet,pomegranate +3.8,round,50.3,76.6,purple,tangy,plum +7.3,round,204,64.7,green,sour,guava +9.5,oval,237.2,118.1,yellow,sweet,mango +9,long,115.5,38.3,yellow,sweet,banana +8.4,oval,252.9,116.9,yellow,sweet,mango +8.3,oval,185.1,67,green,sweet,pear +16.7,round,1282.5,99.2,brown,sweet,coconut +7.4,oval,193.7,72.1,green,sweet,pear +9,oval,256.1,119.7,yellow,sweet,mango +1.9,round,15.4,50.7,pink,sweet,lychee +15.4,oval,1200.3,90.4,brown,tangy,pineapple +3.1,oval,21.2,62.9,red,sweet,strawberry +23.1,round,2962,151.8,green,sweet,watermelon +13.9,oval,1148.8,88,brown,tangy,pineapple +4.2,round,54,67.9,purple,tangy,plum +7.7,round,275.9,91.9,green,sweet,custard apple +10.6,long,109,38.7,yellow,sweet,banana +1,round,5.3,38.6,blue,sweet,blueberry +8,round,290.4,91,green,sweet,custard apple +6.1,round,158.5,78.3,red,sweet,apple +4.2,round,54.1,69.5,purple,tangy,plum +9.6,oval,241.1,122.6,yellow,sweet,mango +25.7,round,2935.7,157.1,green,sweet,watermelon +1.1,round,5.5,10.1,purple,sweet,grape +6.9,round,189.3,55.4,green,sour,guava +6.1,round,157.6,79.9,red,sweet,apple +24.5,round,2828.9,160.4,green,sweet,watermelon +16.8,round,1113.7,98.8,brown,sweet,coconut +9.6,oval,401.8,135.8,pink,sweet,dragon fruit +5.5,round,150.6,76.3,red,sweet,apple +1.1,round,5.3,9.9,purple,sweet,grape +23.8,round,3185.1,136.8,green,sweet,watermelon +9.3,oval,366,148.2,pink,sweet,dragon fruit +19.1,oval,1491.9,72.6,orange,sweet,papaya +10.7,oval,406.4,163.2,pink,sweet,dragon fruit +2.9,oval,19.7,65.4,red,sweet,strawberry +8.7,oval,181.2,71,green,sweet,pear +0.9,round,5,10.6,purple,sweet,grape +20.2,oval,1434.7,84.7,orange,sweet,papaya +2.7,oval,21.5,60.1,red,sweet,strawberry +3.7,round,51.5,63.8,purple,tangy,plum +8.6,oval,165.7,65.7,green,sweet,pear +17.1,round,1106.5,105.8,brown,sweet,coconut +7.3,round,261.5,129.6,red,sweet,pomegranate +8.6,round,280.2,93.4,green,sweet,custard apple +9.9,long,117.8,37.3,yellow,sweet,banana +8.7,oval,197.7,73.8,green,sweet,pear +26,round,3043.8,151.6,green,sweet,watermelon +6.5,round,140.9,77.3,red,sweet,apple +10.9,oval,403.6,140.3,pink,sweet,dragon fruit +8.7,round,319.2,83.2,green,sweet,custard apple +4.7,oval,80.4,94,brown,tangy,kiwi +10.1,long,120.1,39.6,yellow,sweet,banana +8.7,oval,174.2,67.2,green,sweet,pear +8.3,oval,193,68.3,green,sweet,pear +7.3,oval,183.9,68.6,green,sweet,pear +5.6,round,145.2,85.8,red,sweet,apple +8,round,310,92.5,green,sweet,custard apple +1.9,round,14.7,49.4,pink,sweet,lychee +1.9,round,14.5,49.1,pink,sweet,lychee +10,oval,394.6,157.8,pink,sweet,dragon fruit +7.4,round,209.6,64.9,green,sour,guava +4.6,oval,47.4,18.1,orange,tangy,orange +7.3,round,270,121.9,red,sweet,pomegranate +8.6,oval,181.7,75.3,green,sweet,pear +1.9,round,15.7,54.7,pink,sweet,lychee +1.1,round,4.5,41.1,blue,sweet,blueberry +6,round,144.4,78.2,red,sweet,apple +14.7,oval,1173,97.7,brown,tangy,pineapple +2,round,15.9,48.7,pink,sweet,lychee +2.9,oval,10.3,27.5,red,sweet,cherry +8.3,oval,230.4,130.9,yellow,sweet,mango +7.5,round,324.4,84.6,green,sweet,custard apple +3.1,oval,19.8,54.7,red,sweet,strawberry +6.2,round,150.2,80.9,red,sweet,apple +9.5,oval,381.9,138.6,pink,sweet,dragon fruit +16.5,round,1106.3,107.8,brown,sweet,coconut +13.6,oval,1118.1,87.7,brown,tangy,pineapple +10,oval,363.1,139.9,pink,sweet,dragon fruit +8.4,round,285.4,88.3,green,sweet,custard apple +1.9,round,14,49.1,pink,sweet,lychee +2.8,oval,9.2,27.5,red,sweet,cherry +3,oval,20.1,56.9,red,sweet,strawberry +8.1,round,313.7,83.3,green,sweet,custard apple +7.5,round,180.1,54.8,green,sour,guava +10.4,long,112.7,42.9,yellow,sweet,banana +9,oval,244.2,111.8,yellow,sweet,mango +3.2,oval,20.1,64.6,red,sweet,strawberry +4.3,round,49.9,64,purple,tangy,plum +9.2,long,118.7,40,yellow,sweet,banana +16.6,round,1152.1,101.3,brown,sweet,coconut +5.3,oval,51.7,20.4,orange,tangy,orange +1.8,round,15.5,48.3,pink,sweet,lychee +4.5,oval,48.1,20.4,orange,tangy,orange +14.3,oval,1153.1,86,brown,tangy,pineapple +16.8,round,1227.8,102.6,brown,sweet,coconut +7.2,round,231.5,113.1,red,sweet,pomegranate +15,oval,1130.2,96.7,brown,tangy,pineapple +4.7,oval,51.1,19.8,orange,tangy,orange +7.9,round,305.7,96.1,green,sweet,custard apple +25.6,round,3204,148,green,sweet,watermelon +7.6,round,238.5,114,red,sweet,pomegranate +10.3,long,121.7,38.8,yellow,sweet,banana +7.2,oval,185.7,67.2,green,sweet,pear +3.1,oval,10.1,27.6,red,sweet,cherry +1,round,5.1,36,blue,sweet,blueberry +8.5,round,278.9,89,green,sweet,custard apple +3.9,round,50.4,72.3,purple,tangy,plum +18.4,round,1156.5,92.4,brown,sweet,coconut +18.9,round,1175.3,91.9,brown,sweet,coconut +10.9,oval,362.2,162.8,pink,sweet,dragon fruit +13.8,oval,1085,95.6,brown,tangy,pineapple +23.3,round,2932.3,142.4,green,sweet,watermelon +2.7,oval,10,31.3,red,sweet,cherry +3,oval,20.5,56.2,red,sweet,strawberry +2.9,oval,21.7,62.6,red,sweet,strawberry +5.9,round,136.3,73.3,red,sweet,apple +1.1,round,4.5,43.9,blue,sweet,blueberry +19.2,round,1140.1,107.9,brown,sweet,coconut +7.3,round,183.1,62.4,green,sour,guava +16.4,round,1253.2,91.5,brown,sweet,coconut +1,round,5.1,9.9,purple,sweet,grape +7.6,round,247.6,108.3,red,sweet,pomegranate +2.8,oval,10.9,31.8,red,sweet,cherry +7.4,round,219.1,60.8,green,sour,guava +3.1,oval,21.7,65.3,red,sweet,strawberry +10.5,oval,382.4,158.4,pink,sweet,dragon fruit +9.6,oval,263.7,130.6,yellow,sweet,mango +0.9,round,4.7,40.3,blue,sweet,blueberry +6.6,round,229.1,128.2,red,sweet,pomegranate +16.9,round,1138.7,97.9,brown,sweet,coconut +4.3,round,52.7,64.2,purple,tangy,plum +8.2,round,304.7,81.5,green,sweet,custard apple +1,round,4.6,36.7,blue,sweet,blueberry +18.2,oval,1383.8,76.8,orange,sweet,papaya +1.1,round,5.3,37.4,blue,sweet,blueberry +7.4,oval,166.3,67,green,sweet,pear +4.7,oval,81.4,90.4,brown,tangy,kiwi +2.8,oval,10.4,28.8,red,sweet,cherry +6.9,round,241.4,118.2,red,sweet,pomegranate +5,oval,50.3,20.9,orange,tangy,orange +2,round,15.4,47.6,pink,sweet,lychee +7.1,round,205.3,54.5,green,sour,guava +8.2,round,295.1,95.2,green,sweet,custard apple +10.1,oval,381.5,151.4,pink,sweet,dragon fruit +2.8,oval,21.8,64,red,sweet,strawberry +3.2,oval,18.8,56.9,red,sweet,strawberry +2,round,15.7,54.2,pink,sweet,lychee +7.3,round,205.6,59.3,green,sour,guava +4.6,oval,71.9,90.7,brown,tangy,kiwi +7.5,oval,166,73.4,green,sweet,pear +21.4,oval,1648.2,83.2,orange,sweet,papaya +9.5,oval,225.5,131.5,yellow,sweet,mango +1.9,round,15.6,50,pink,sweet,lychee +3.6,round,49.7,67,purple,tangy,plum +6.4,round,142,78.9,red,sweet,apple +2,round,15.5,51,pink,sweet,lychee +1,round,5.3,10.9,purple,sweet,grape +8.2,oval,240.5,120.5,yellow,sweet,mango +1,round,5,38.4,blue,sweet,blueberry +4.9,oval,76.5,93.3,brown,tangy,kiwi +1,round,5.4,36.6,blue,sweet,blueberry +5.1,oval,82.4,97.2,brown,tangy,kiwi +1,round,5.3,39.6,blue,sweet,blueberry +16.6,round,1087.2,107.5,brown,sweet,coconut +6.5,round,161.8,80,red,sweet,apple +10.5,long,112.8,43.1,yellow,sweet,banana +10.5,oval,420.6,139.2,pink,sweet,dragon fruit +7.3,oval,182,69.1,green,sweet,pear +18.4,round,1142.7,93.3,brown,sweet,coconut +8.3,oval,243,125.2,yellow,sweet,mango +7.6,round,329,91.2,green,sweet,custard apple +2.1,round,16.4,52,pink,sweet,lychee +27.1,round,3299.8,151,green,sweet,watermelon +18.3,round,1221.9,104.4,brown,sweet,coconut +5.6,round,156.4,77.3,red,sweet,apple +2.1,round,13.5,45.6,pink,sweet,lychee +6.9,round,264.2,128.9,red,sweet,pomegranate +3.2,oval,9.7,29.5,red,sweet,cherry +3.3,oval,9.2,27.7,red,sweet,cherry +5,oval,53.2,18.9,orange,tangy,orange +7.6,round,242.4,110,red,sweet,pomegranate +9.8,oval,255.8,113.6,yellow,sweet,mango +15.1,oval,1185,82.6,brown,tangy,pineapple +1,round,4.5,10.6,purple,sweet,grape +3.1,oval,20.4,54.5,red,sweet,strawberry +6.5,round,240.3,113.6,red,sweet,pomegranate +1.1,round,5.4,10.7,purple,sweet,grape +10.1,oval,426.1,141.8,pink,sweet,dragon fruit +14.4,oval,1132.7,98.2,brown,tangy,pineapple +8.2,oval,184.8,69.5,green,sweet,pear +3.8,round,47.4,71.6,purple,tangy,plum +14,oval,1300.9,81.4,brown,tangy,pineapple +8,round,324,95.2,green,sweet,custard apple +7.2,round,181.8,65.4,green,sour,guava +21.1,oval,1536.3,86.8,orange,sweet,papaya +2.1,round,15.8,46.4,pink,sweet,lychee +7.9,oval,175.7,67.1,green,sweet,pear +21.8,oval,1627.9,87.5,orange,sweet,papaya +3.6,round,53.7,76.5,purple,tangy,plum +8.1,round,329.8,82.5,green,sweet,custard apple +5.5,oval,46.8,21.8,orange,tangy,orange +20.2,oval,1514.5,77,orange,sweet,papaya +1.1,round,5.4,41.9,blue,sweet,blueberry +9,long,123.7,36.5,yellow,sweet,banana +8.3,round,326.1,92.6,green,sweet,custard apple +6.5,round,192,55.3,green,sour,guava +20.5,oval,1558.5,78,orange,sweet,papaya +18.2,oval,1568,75.6,orange,sweet,papaya +1.9,round,16.1,54.4,pink,sweet,lychee +19.6,round,1115.3,103.6,brown,sweet,coconut +24,round,3019.6,142.4,green,sweet,watermelon +7.1,round,267.8,126.1,red,sweet,pomegranate +18,round,1105.5,92.1,brown,sweet,coconut +2.8,oval,19.8,59.3,red,sweet,strawberry +4.5,oval,74.3,109.2,brown,tangy,kiwi +10.7,oval,409.5,150.7,pink,sweet,dragon fruit +8.1,oval,189.5,75.2,green,sweet,pear +2,round,16.4,49.8,pink,sweet,lychee +1,round,5.2,43.4,blue,sweet,blueberry +3.2,oval,10.2,29.1,red,sweet,cherry +6.4,round,248.8,125,red,sweet,pomegranate +1,round,5.1,36.6,blue,sweet,blueberry +5.1,oval,68.7,106.3,brown,tangy,kiwi +20.6,oval,1361.7,83.6,orange,sweet,papaya +6.1,round,159.1,83.4,red,sweet,apple +7.9,oval,177.2,65.3,green,sweet,pear +18,oval,1548.4,76.4,orange,sweet,papaya +1,round,4.6,41.3,blue,sweet,blueberry +14.6,oval,1308.8,96.5,brown,tangy,pineapple +10.1,long,127.3,36.9,yellow,sweet,banana +8.7,round,278.5,97.3,green,sweet,custard apple +8.5,oval,174.4,71.2,green,sweet,pear +5.1,oval,50.9,20.1,orange,tangy,orange +21.6,oval,1485.3,76.5,orange,sweet,papaya +3.9,round,48.7,76.7,purple,tangy,plum +5.2,oval,70.3,104.4,brown,tangy,kiwi +5.8,round,139.9,77.3,red,sweet,apple +23.5,round,2866.2,151.1,green,sweet,watermelon +9,oval,370.7,162.1,pink,sweet,dragon fruit +16,oval,1127.6,97.2,brown,tangy,pineapple +19.1,oval,1361.1,74.1,orange,sweet,papaya +7.5,round,210.8,62.5,green,sour,guava +5,oval,45.4,22,orange,tangy,orange +1,round,4.9,10.3,purple,sweet,grape +0.9,round,5,10.9,purple,sweet,grape +8.1,round,292.8,83.4,green,sweet,custard apple +2.9,oval,9,28.7,red,sweet,cherry +20.9,oval,1481.5,75.5,orange,sweet,papaya +3.1,oval,9.3,31.4,red,sweet,cherry +4.6,oval,51.5,21.6,orange,tangy,orange +23.2,round,2742.8,148.4,green,sweet,watermelon +7.2,round,261.2,123.1,red,sweet,pomegranate +24.5,round,3244.6,145.8,green,sweet,watermelon +9.2,oval,397,164.1,pink,sweet,dragon fruit +3.2,oval,9.4,32,red,sweet,cherry +19.1,round,1131,106.3,brown,sweet,coconut +6.6,round,192.7,64.2,green,sour,guava +2.8,oval,11,27.2,red,sweet,cherry +1,round,5.1,43.1,blue,sweet,blueberry +7.8,oval,178.1,73.2,green,sweet,pear +8.2,oval,233.6,114.8,yellow,sweet,mango +7.8,oval,182.8,66.9,green,sweet,pear +10.8,oval,372.4,157.8,pink,sweet,dragon fruit +4,round,48.8,63.3,purple,tangy,plum +18.7,round,1137.4,94.9,brown,sweet,coconut +10.8,long,129.6,43.5,yellow,sweet,banana +9.1,long,115.5,39.3,yellow,sweet,banana +5.3,oval,47.7,21.6,orange,tangy,orange +4.9,oval,50.9,18.2,orange,tangy,orange +2.8,oval,18.6,63.9,red,sweet,strawberry +7.7,round,316.2,90.8,green,sweet,custard apple +6.1,round,145.4,77.2,red,sweet,apple +3.8,round,52.7,64.7,purple,tangy,plum +2.8,oval,22,56.3,red,sweet,strawberry +9.5,oval,254.5,112.4,yellow,sweet,mango +8.8,oval,229,125.8,yellow,sweet,mango +1.1,round,4.8,41.1,blue,sweet,blueberry +4.9,oval,81.4,107.2,brown,tangy,kiwi +5,oval,81.9,98.1,brown,tangy,kiwi +7.5,round,180.3,64.5,green,sour,guava +18.2,round,1256.7,107.5,brown,sweet,coconut +16.3,round,1281.4,98,brown,sweet,coconut +7.5,oval,165.9,73.8,green,sweet,pear +5.8,round,139.8,83.3,red,sweet,apple +8.6,oval,185.4,67.4,green,sweet,pear +6.8,round,191.8,59.9,green,sour,guava +3.7,round,46.8,75.2,purple,tangy,plum +17.1,round,1185.9,90.5,brown,sweet,coconut +18.6,oval,1644.3,81.1,orange,sweet,papaya +15.8,oval,1240.4,96.8,brown,tangy,pineapple +1.1,round,5,10.1,purple,sweet,grape +7.6,oval,168.2,64.7,green,sweet,pear +10.1,oval,368.7,149.4,pink,sweet,dragon fruit +9.1,oval,273.1,127.2,yellow,sweet,mango +26.5,round,2770.7,144.9,green,sweet,watermelon +5.1,oval,78.7,94.4,brown,tangy,kiwi +4.8,oval,45.4,20.5,orange,tangy,orange +13.5,oval,1212.4,83.9,brown,tangy,pineapple +9.8,oval,431.8,146,pink,sweet,dragon fruit +8.3,round,323.6,95.1,green,sweet,custard apple +2.2,round,14.8,54.3,pink,sweet,lychee +8.3,round,317.1,97.5,green,sweet,custard apple +9.5,oval,229.2,130,yellow,sweet,mango +1,round,4.7,38.3,blue,sweet,blueberry +25.5,round,3091.8,139,green,sweet,watermelon +7.4,oval,164.9,68.9,green,sweet,pear +3.6,round,54.2,64.6,purple,tangy,plum +1,round,4.9,39.1,blue,sweet,blueberry +10.9,long,127.8,40.7,yellow,sweet,banana +3.2,oval,20.8,64.6,red,sweet,strawberry +7.3,round,325.8,95.8,green,sweet,custard apple +19,oval,1400.3,74.1,orange,sweet,papaya +3.6,round,47.2,71.6,purple,tangy,plum +4.6,oval,76,93.1,brown,tangy,kiwi +17.2,round,1158.4,106.7,brown,sweet,coconut +4.5,oval,74.9,109.8,brown,tangy,kiwi +3.8,round,49.8,65.2,purple,tangy,plum +3.2,oval,18.8,60.6,red,sweet,strawberry +21,oval,1417,84.7,orange,sweet,papaya +7,round,257.1,121.4,red,sweet,pomegranate +0.9,round,5.4,38.6,blue,sweet,blueberry +1,round,4.9,9.6,purple,sweet,grape +7.2,round,192,60.1,green,sour,guava +16.3,round,1285.3,100.4,brown,sweet,coconut +5.4,oval,71.1,103.7,brown,tangy,kiwi +26.4,round,3009.8,139.1,green,sweet,watermelon +7.1,round,273,119.3,red,sweet,pomegranate +7.2,oval,168,76.3,green,sweet,pear +5.4,round,143.7,77.3,red,sweet,apple +5.3,oval,49.7,19.6,orange,tangy,orange +7.5,oval,179.3,70.9,green,sweet,pear +5.4,oval,75.7,91.7,brown,tangy,kiwi +7.7,oval,184.4,67.9,green,sweet,pear +18.8,round,1082.8,106.7,brown,sweet,coconut +24.5,round,2985,138.4,green,sweet,watermelon +19.7,oval,1484.4,72.7,orange,sweet,papaya +8.7,oval,169.4,69.5,green,sweet,pear +14.9,oval,1304.9,92.4,brown,tangy,pineapple +5.4,oval,79.6,91.6,brown,tangy,kiwi +10.7,long,118.1,37.8,yellow,sweet,banana +2.9,oval,21.7,64.6,red,sweet,strawberry +4.8,oval,50.4,19.6,orange,tangy,orange +4.1,round,53.3,65.7,purple,tangy,plum +10,long,122.7,39.2,yellow,sweet,banana +23,round,3205.9,147.6,green,sweet,watermelon +6.3,round,204.6,62.7,green,sour,guava +9.3,oval,413.1,140.9,pink,sweet,dragon fruit +1.9,round,16.4,54.3,pink,sweet,lychee +1,round,5.3,9.8,purple,sweet,grape +15.2,oval,1091.1,86.4,brown,tangy,pineapple +6.6,round,192.9,63.8,green,sour,guava +7.7,round,241.4,123.7,red,sweet,pomegranate +8.4,round,280,86.4,green,sweet,custard apple +6.2,round,138.2,86.7,red,sweet,apple +1,round,4.5,41.7,blue,sweet,blueberry +19.6,oval,1370.3,79.1,orange,sweet,papaya +7.1,round,210.1,65.7,green,sour,guava +10.7,oval,394.5,147,pink,sweet,dragon fruit +6.6,round,237.9,117.8,red,sweet,pomegranate +4.3,round,49.6,75.4,purple,tangy,plum +1.1,round,5.3,38.6,blue,sweet,blueberry +9.8,oval,258.4,109.8,yellow,sweet,mango +6.2,round,147.3,77.2,red,sweet,apple +7.2,oval,178.4,70.7,green,sweet,pear +26.7,round,2812.5,159.3,green,sweet,watermelon +21,oval,1467,83.2,orange,sweet,papaya +0.9,round,4.8,10.2,purple,sweet,grape +3.1,oval,19,63.6,red,sweet,strawberry +9.5,oval,437.2,139.6,pink,sweet,dragon fruit +1,round,5,36.3,blue,sweet,blueberry +5.8,round,140.3,73.6,red,sweet,apple +9.7,oval,365.5,148.9,pink,sweet,dragon fruit +5,oval,73.4,102.1,brown,tangy,kiwi +9.6,oval,376.4,149.4,pink,sweet,dragon fruit +2,round,14.2,51.8,pink,sweet,lychee +2.1,round,15.3,45.8,pink,sweet,lychee +4.8,oval,72.3,108.5,brown,tangy,kiwi +22.6,round,2815.9,161.3,green,sweet,watermelon +9.2,oval,376.8,142.3,pink,sweet,dragon fruit +6.4,round,205.5,61.4,green,sour,guava +3.1,oval,19.6,64.6,red,sweet,strawberry +1,round,4.8,37.1,blue,sweet,blueberry +0.9,round,4.7,10.9,purple,sweet,grape +4.4,round,51.2,70.2,purple,tangy,plum +3.8,round,52.4,67.4,purple,tangy,plum +10.6,long,113.5,40.8,yellow,sweet,banana +7.6,round,194.7,54.6,green,sour,guava +0.9,round,4.5,9.2,purple,sweet,grape +17.4,round,1163,97.2,brown,sweet,coconut +7.3,oval,184.3,66.1,green,sweet,pear +3.7,round,54.4,66,purple,tangy,plum +6.9,round,244.8,116.2,red,sweet,pomegranate +8.1,oval,171,73.5,green,sweet,pear +8.6,oval,261.2,116,yellow,sweet,mango +7.4,oval,195.1,71.7,green,sweet,pear +16.4,round,1193.1,91.2,brown,sweet,coconut +8.8,oval,164.9,67.9,green,sweet,pear +6.4,round,185.5,54.5,green,sour,guava +10,long,114.4,36.7,yellow,sweet,banana +2.8,oval,20.9,58.4,red,sweet,strawberry +4.8,oval,74.5,107.5,brown,tangy,kiwi +0.9,round,4.6,10.7,purple,sweet,grape +3,oval,21.5,56.2,red,sweet,strawberry +23.2,round,2843.4,148.7,green,sweet,watermelon +7.4,oval,163.4,70.1,green,sweet,pear +23.7,round,2984.6,162.3,green,sweet,watermelon +9.6,oval,379.6,158.8,pink,sweet,dragon fruit +16.2,oval,1249.4,89.9,brown,tangy,pineapple +5.1,oval,81.7,100.4,brown,tangy,kiwi +10.9,long,113.2,38.8,yellow,sweet,banana +2,round,16.4,51.1,pink,sweet,lychee +8.2,oval,235.9,124.3,yellow,sweet,mango +3.2,oval,9.4,32.9,red,sweet,cherry +24,round,3046.8,151.4,green,sweet,watermelon +1,round,5,9.2,purple,sweet,grape +8.7,round,313,93.2,green,sweet,custard apple +3.7,round,50.8,71.9,purple,tangy,plum +10.8,long,130.5,38.5,yellow,sweet,banana +16.5,round,1203.7,97.2,brown,sweet,coconut +3.7,round,46.3,65.7,purple,tangy,plum +1.1,round,5.1,42.1,blue,sweet,blueberry +4.7,oval,45.3,19.2,orange,tangy,orange +8.3,round,281,92.2,green,sweet,custard apple +7.3,round,232,113.5,red,sweet,pomegranate +3,oval,10.7,27.1,red,sweet,cherry +3.8,round,50.3,68,purple,tangy,plum +16.3,round,1215,102.3,brown,sweet,coconut +2.8,oval,20.6,58.7,red,sweet,strawberry +17.2,round,1265.9,101.1,brown,sweet,coconut +7,round,210.3,60.7,green,sour,guava +10.6,oval,423.5,145.6,pink,sweet,dragon fruit +25.3,round,3264.3,149.2,green,sweet,watermelon +9.8,long,127.1,42.3,yellow,sweet,banana +7.3,oval,167.9,72.4,green,sweet,pear +14.3,oval,1123.2,86.1,brown,tangy,pineapple +2.8,oval,10.1,29.9,red,sweet,cherry +0.9,round,5,10,purple,sweet,grape +1.1,round,5.2,43,blue,sweet,blueberry +24.8,round,2976,150.4,green,sweet,watermelon +1.9,round,15.7,54.1,pink,sweet,lychee +2.9,oval,9.2,27.3,red,sweet,cherry +9,oval,428.8,144.5,pink,sweet,dragon fruit +4.8,oval,69.3,99.1,brown,tangy,kiwi +2.7,oval,19.7,60.2,red,sweet,strawberry +3.3,oval,9.4,31.6,red,sweet,cherry +8,round,285.5,96.7,green,sweet,custard apple +20.2,oval,1430.7,81,orange,sweet,papaya +8.6,round,301.9,97.2,green,sweet,custard apple +0.9,round,4.7,42.7,blue,sweet,blueberry +23,round,2762.5,153.8,green,sweet,watermelon +5.1,oval,81.7,92.8,brown,tangy,kiwi +9.3,long,122.4,37.2,yellow,sweet,banana +1.1,round,5.4,39.6,blue,sweet,blueberry +3.9,round,53.4,63.4,purple,tangy,plum +8.6,oval,168.4,63.5,green,sweet,pear +10.9,long,130.6,42.2,yellow,sweet,banana +2.2,round,16.3,48.4,pink,sweet,lychee +5.5,round,144,73.1,red,sweet,apple +5.7,round,155.9,83,red,sweet,apple +8.6,oval,252,117.5,yellow,sweet,mango +5.2,oval,79.4,95.9,brown,tangy,kiwi +17.7,round,1081.5,100.4,brown,sweet,coconut +8.7,oval,196.5,73,green,sweet,pear +8.1,oval,173.1,64,green,sweet,pear +9.6,oval,392.5,156.4,pink,sweet,dragon fruit +9.6,oval,234.8,110.8,yellow,sweet,mango +25.5,round,2997.6,157.9,green,sweet,watermelon +16.3,round,1295.7,93.4,brown,sweet,coconut +25.8,round,3028.7,163.8,green,sweet,watermelon +3,oval,19.6,60.1,red,sweet,strawberry +10.3,oval,399.7,147.8,pink,sweet,dragon fruit +3.8,round,45.8,64.2,purple,tangy,plum +2.1,round,15.5,52.9,pink,sweet,lychee +6.4,round,183.4,64.1,green,sour,guava +8.8,oval,245.8,119.2,yellow,sweet,mango +9.5,long,130.4,44,yellow,sweet,banana +3.2,oval,21.2,65.2,red,sweet,strawberry +5.7,round,154,77.9,red,sweet,apple +10.1,long,118.1,40.9,yellow,sweet,banana +7.4,round,278,85.8,green,sweet,custard apple +8.1,oval,250.3,118.9,yellow,sweet,mango +4.3,round,46.6,71.9,purple,tangy,plum +9,oval,243.1,114.8,yellow,sweet,mango +5.3,oval,48.6,20.5,orange,tangy,orange +3.7,round,53.9,65.6,purple,tangy,plum +5.4,oval,73.9,100.4,brown,tangy,kiwi +1.1,round,5.1,40.9,blue,sweet,blueberry +2.8,oval,19.2,64.7,red,sweet,strawberry +8.9,oval,270.3,131.5,yellow,sweet,mango +9.8,long,121.8,40.6,yellow,sweet,banana +13.7,oval,1082.8,86.6,brown,tangy,pineapple +9.2,long,121,42.9,yellow,sweet,banana +17.6,round,1142.1,105.6,brown,sweet,coconut +1.9,round,15.6,54.7,pink,sweet,lychee +2.8,oval,9.2,32.2,red,sweet,cherry +26.2,round,2726.7,156.4,green,sweet,watermelon +6.5,round,204.9,61.6,green,sour,guava +4.9,oval,67.8,91.9,brown,tangy,kiwi +6.6,round,263.6,121,red,sweet,pomegranate +20.7,oval,1546.7,73.5,orange,sweet,papaya +3.1,oval,18.8,65.9,red,sweet,strawberry +9.6,oval,258.2,127.6,yellow,sweet,mango +6.4,round,141.1,80,red,sweet,apple +3.3,oval,20.8,59.8,red,sweet,strawberry +3.2,oval,20.1,60.8,red,sweet,strawberry +18.5,round,1242.7,90.1,brown,sweet,coconut +6.5,round,141.4,84.4,red,sweet,apple +5.5,round,136.1,76.6,red,sweet,apple +10.4,long,125.9,36.2,yellow,sweet,banana +21.4,oval,1400.4,73.2,orange,sweet,papaya +1.9,round,15.9,52.6,pink,sweet,lychee +5,oval,47.8,18.1,orange,tangy,orange +8,oval,165.6,76.8,green,sweet,pear +6.5,round,154.7,77.6,red,sweet,apple +10.8,oval,421,161.9,pink,sweet,dragon fruit +8,round,315.1,81.9,green,sweet,custard apple +4.7,oval,46.8,18.1,orange,tangy,orange +3.9,round,47.5,63.7,purple,tangy,plum +14,oval,1089.1,93.9,brown,tangy,pineapple +22.8,round,3238.3,146.4,green,sweet,watermelon +9.4,oval,425.1,158.8,pink,sweet,dragon fruit +10.9,oval,404.8,156.5,pink,sweet,dragon fruit +7.3,round,226.1,124.7,red,sweet,pomegranate +4.6,oval,47.1,19.3,orange,tangy,orange +1,round,5.5,9.6,purple,sweet,grape +18.3,oval,1537.3,86.8,orange,sweet,papaya +8.2,round,319.2,98.9,green,sweet,custard apple +0.9,round,5.3,41.7,blue,sweet,blueberry +7.7,oval,174.8,75.5,green,sweet,pear +9.3,long,128.1,40.5,yellow,sweet,banana +6.5,round,184.4,64.2,green,sour,guava +10.6,oval,372.2,158.8,pink,sweet,dragon fruit +18.4,oval,1500.3,79.1,orange,sweet,papaya +15.4,oval,1190.5,81.9,brown,tangy,pineapple +7.3,round,308.3,98,green,sweet,custard apple +7.4,round,313.7,90.7,green,sweet,custard apple +7.6,round,204.8,64.9,green,sour,guava +6.5,round,140,72,red,sweet,apple +2.1,round,16.2,49.5,pink,sweet,lychee +7.6,round,241.3,124.5,red,sweet,pomegranate +2.2,round,14.9,50.8,pink,sweet,lychee +6.6,round,219.9,54.8,green,sour,guava +14.9,oval,1166,83.6,brown,tangy,pineapple +16.3,oval,1104.8,90.4,brown,tangy,pineapple +7.1,round,244.6,120.6,red,sweet,pomegranate +7,round,246.1,130,red,sweet,pomegranate +4.7,oval,49.2,20.2,orange,tangy,orange +4.7,oval,49.2,19.2,orange,tangy,orange +20.7,oval,1377.4,77.3,orange,sweet,papaya +3.1,oval,21.7,65.3,red,sweet,strawberry +7.5,round,197.1,64,green,sour,guava +1,round,5.2,37.9,blue,sweet,blueberry +4.1,round,46.2,73.2,purple,tangy,plum +7.6,round,251.5,123.5,red,sweet,pomegranate +5.7,round,140.3,72.1,red,sweet,apple +7.4,round,289.2,85.7,green,sweet,custard apple +3.8,round,48.5,74.2,purple,tangy,plum +23.7,round,3030.1,142.4,green,sweet,watermelon +8.1,oval,165.3,75.7,green,sweet,pear +5.1,oval,45,18.1,orange,tangy,orange +16,oval,1118.7,81.9,brown,tangy,pineapple +6,round,138.2,75.5,red,sweet,apple +6.9,round,269.9,112.5,red,sweet,pomegranate +3.1,oval,10.4,31.1,red,sweet,cherry +15.7,oval,1247.1,97,brown,tangy,pineapple +5.3,oval,47.5,19.9,orange,tangy,orange +5.1,oval,47.3,18.4,orange,tangy,orange +11,oval,404.3,151.6,pink,sweet,dragon fruit +4.3,round,53.9,68.8,purple,tangy,plum +8.6,oval,238.4,131.1,yellow,sweet,mango +9.5,long,130.2,38.1,yellow,sweet,banana +9.5,oval,228.8,120.5,yellow,sweet,mango +2.8,oval,9.9,31.8,red,sweet,cherry +13.9,oval,1172.7,85.8,brown,tangy,pineapple +7.9,round,309.9,96.1,green,sweet,custard apple +2.1,round,16.1,54.9,pink,sweet,lychee +10,long,121.6,43.5,yellow,sweet,banana +3.3,oval,9.2,31.6,red,sweet,cherry +6.1,round,150.9,72.5,red,sweet,apple +9.2,oval,260,125.1,yellow,sweet,mango +17.9,round,1291.2,91.8,brown,sweet,coconut +4.3,round,48.7,74.6,purple,tangy,plum +10.8,long,118.7,38,yellow,sweet,banana +5,oval,46.2,18.6,orange,tangy,orange +3,oval,10.6,32,red,sweet,cherry +8.7,oval,173.2,75.8,green,sweet,pear +20.5,oval,1546.4,76.4,orange,sweet,papaya +21.4,oval,1518.9,75.4,orange,sweet,papaya +3,oval,9.8,27.3,red,sweet,cherry +10.8,long,126.9,37.4,yellow,sweet,banana +2,round,15.2,48.4,pink,sweet,lychee +7.5,oval,168.7,65.1,green,sweet,pear +16,oval,1177.7,93.8,brown,tangy,pineapple +15.9,oval,1299.9,88,brown,tangy,pineapple +0.9,round,4.7,10.5,purple,sweet,grape +3,oval,9.5,27.1,red,sweet,cherry +5.5,oval,71.6,98.4,brown,tangy,kiwi +0.9,round,5.4,9.3,purple,sweet,grape +18.3,round,1109.3,90.6,brown,sweet,coconut +6.4,round,237.6,113.8,red,sweet,pomegranate +4.1,round,53.4,66.6,purple,tangy,plum +25.6,round,3171.4,149.3,green,sweet,watermelon +8,oval,165.7,70.1,green,sweet,pear +10.6,oval,409.3,158.8,pink,sweet,dragon fruit +16.4,round,1287.9,109.8,brown,sweet,coconut +8,oval,192.8,76.2,green,sweet,pear +4.8,oval,46.7,19.1,orange,tangy,orange +3.1,oval,9.9,28.6,red,sweet,cherry +16.7,round,1198.7,104.6,brown,sweet,coconut +2.8,oval,9.6,29,red,sweet,cherry +8.8,round,319.9,98.7,green,sweet,custard apple +2.2,round,15.9,48.1,pink,sweet,lychee +8.4,oval,168.7,70.5,green,sweet,pear +6.8,round,194.6,60,green,sour,guava +6.6,round,266.5,114.2,red,sweet,pomegranate +5.9,round,147.7,73.3,red,sweet,apple +5.2,oval,79.9,104.1,brown,tangy,kiwi +1,round,4.7,37.1,blue,sweet,blueberry +7.7,round,208.1,65.3,green,sour,guava +3.2,oval,9.8,32.6,red,sweet,cherry +5.5,oval,79.8,98.4,brown,tangy,kiwi +9.5,oval,375,143,pink,sweet,dragon fruit +4.7,oval,48.7,21.9,orange,tangy,orange +10.6,long,123.1,42.2,yellow,sweet,banana +6.8,round,256.6,111.6,red,sweet,pomegranate +14.4,oval,1310.6,91.3,brown,tangy,pineapple +7.4,round,231.1,112.5,red,sweet,pomegranate +4.5,oval,69.2,96.3,brown,tangy,kiwi +15.6,oval,1142.6,95,brown,tangy,pineapple +2.8,oval,20.3,57.2,red,sweet,strawberry +7.8,round,285.9,86.1,green,sweet,custard apple +2.8,oval,21.5,57.5,red,sweet,strawberry +18.7,oval,1638.7,84.5,orange,sweet,papaya +7.5,round,211.3,64.3,green,sour,guava +6.9,round,216.8,56.5,green,sour,guava +5.5,oval,45.1,20.7,orange,tangy,orange +6.6,round,200.5,61.1,green,sour,guava +5.1,oval,53,21.6,orange,tangy,orange +2,round,15,46.4,pink,sweet,lychee +2.1,round,13.9,47.8,pink,sweet,lychee +16.1,oval,1224.9,87.5,brown,tangy,pineapple +10.3,long,122.9,40.3,yellow,sweet,banana +16.6,round,1294.2,102.8,brown,sweet,coconut +4.1,round,46.6,70.6,purple,tangy,plum +6.2,round,147.7,74.1,red,sweet,apple +5.9,round,157.4,80.7,red,sweet,apple +9.8,oval,267.2,124.2,yellow,sweet,mango +5.4,oval,45,19,orange,tangy,orange +6,round,135.4,86.5,red,sweet,apple +10.3,oval,434.5,145.9,pink,sweet,dragon fruit +5.4,round,149,73.2,red,sweet,apple +9.4,long,129.9,37.5,yellow,sweet,banana +17.4,round,1176.5,107.6,brown,sweet,coconut +19.1,oval,1576.7,87.3,orange,sweet,papaya +0.9,round,5.4,9.5,purple,sweet,grape +9.1,long,124.5,40,yellow,sweet,banana +1.9,round,15.9,49.6,pink,sweet,lychee +10.9,long,112.2,41.9,yellow,sweet,banana +5.2,oval,47.3,19.7,orange,tangy,orange +3.2,oval,19.8,56.5,red,sweet,strawberry +9.8,oval,239.3,115.6,yellow,sweet,mango +1,round,5.4,41.8,blue,sweet,blueberry +26.9,round,2898.3,146.1,green,sweet,watermelon +19.1,oval,1470.3,72.6,orange,sweet,papaya +20.6,oval,1580.6,79.2,orange,sweet,papaya +6.9,round,215.9,64.6,green,sour,guava +1,round,4.9,36.6,blue,sweet,blueberry +5.5,round,140.1,77,red,sweet,apple +5,oval,45.7,21,orange,tangy,orange +8.3,round,294.5,84.7,green,sweet,custard apple +2.8,oval,20.9,62.4,red,sweet,strawberry +9.9,long,129.3,36.1,yellow,sweet,banana +23.4,round,3059.1,142.1,green,sweet,watermelon +20.2,oval,1595.8,81.2,orange,sweet,papaya +16.7,round,1220.9,106.2,brown,sweet,coconut +25.7,round,2969,145.5,green,sweet,watermelon +9,oval,227.3,115.8,yellow,sweet,mango +9.8,oval,266.3,110.5,yellow,sweet,mango +7.2,round,202,61.9,green,sour,guava +8.6,round,297.1,82.4,green,sweet,custard apple +1.1,round,5.4,10.9,purple,sweet,grape +2.2,round,14.4,45.7,pink,sweet,lychee +8.8,oval,189.1,63.5,green,sweet,pear +6,round,138.3,87.5,red,sweet,apple +8.7,round,321.3,81.1,green,sweet,custard apple +9.7,oval,365.6,157.3,pink,sweet,dragon fruit +0.9,round,5.1,10,purple,sweet,grape +10.4,long,131.2,37.8,yellow,sweet,banana +2.8,oval,9.5,30.8,red,sweet,cherry +8.4,oval,193.6,63.8,green,sweet,pear +2.8,oval,11,29.7,red,sweet,cherry +4.7,oval,72.7,92.7,brown,tangy,kiwi +8.7,oval,183.4,67.1,green,sweet,pear +2.1,round,14.7,49.4,pink,sweet,lychee +9.3,long,127.7,41.9,yellow,sweet,banana +1.9,round,13.6,53.9,pink,sweet,lychee +9.4,long,127.4,37.1,yellow,sweet,banana +4.3,round,46.5,65.6,purple,tangy,plum +3.9,round,52.1,65.6,purple,tangy,plum +1.9,round,16.1,47.4,pink,sweet,lychee +2,round,14.2,46.5,pink,sweet,lychee +10.8,oval,438.4,146.6,pink,sweet,dragon fruit +8.8,round,295.2,88.6,green,sweet,custard apple +10.2,long,128.2,38.1,yellow,sweet,banana +8.1,oval,196.4,70.9,green,sweet,pear +3,oval,9.3,28.7,red,sweet,cherry +7.4,round,267.8,123.9,red,sweet,pomegranate +2.7,oval,9.9,31.2,red,sweet,cherry +6.3,round,135.7,79.7,red,sweet,apple +8.1,oval,173.4,76,green,sweet,pear +13.9,oval,1142.2,93.7,brown,tangy,pineapple +2.1,round,16.5,46.9,pink,sweet,lychee +7,round,192.8,63.4,green,sour,guava +5.4,oval,68.5,94.5,brown,tangy,kiwi +1.1,round,4.6,38.6,blue,sweet,blueberry +2,round,13.7,50.9,pink,sweet,lychee +18.5,round,1080.3,104.5,brown,sweet,coconut +2.2,round,14,45.9,pink,sweet,lychee +3.3,oval,9.9,28.9,red,sweet,cherry +26.1,round,3130.7,157,green,sweet,watermelon +7.1,round,186.3,65.1,green,sour,guava +9.1,long,111.2,41.2,yellow,sweet,banana +6.7,round,207,64.9,green,sour,guava +5.6,round,152.9,82.9,red,sweet,apple +2,round,13.5,47.9,pink,sweet,lychee +6.6,round,147.4,87.3,red,sweet,apple +2.8,oval,19.5,65.5,red,sweet,strawberry +4,round,53.5,76.4,purple,tangy,plum +9.3,long,120.3,41.2,yellow,sweet,banana +1,round,4.9,43,blue,sweet,blueberry +7.4,round,200.8,54.4,green,sour,guava +14.3,oval,1118.1,91.1,brown,tangy,pineapple +6.5,round,157.3,76.9,red,sweet,apple +6.9,round,263.2,128.9,red,sweet,pomegranate +10,oval,419.8,151.6,pink,sweet,dragon fruit +21,oval,1574.2,77.8,orange,sweet,papaya +8.7,oval,269.9,119.6,yellow,sweet,mango +1.1,round,4.7,43.8,blue,sweet,blueberry +3,oval,21.6,54.1,red,sweet,strawberry +23.6,round,2917.9,138.2,green,sweet,watermelon +10.8,oval,439.1,163.9,pink,sweet,dragon fruit +5.3,oval,69.6,101,brown,tangy,kiwi +8.9,oval,241.2,109,yellow,sweet,mango +7.8,round,322.2,83.5,green,sweet,custard apple +0.9,round,5,11,purple,sweet,grape +9.1,oval,233.3,109.6,yellow,sweet,mango +9.6,oval,255.7,128,yellow,sweet,mango +0.9,round,4.8,42.2,blue,sweet,blueberry +2.1,round,16.2,45,pink,sweet,lychee +8.2,oval,176.4,70.8,green,sweet,pear +9.4,oval,373.3,145.4,pink,sweet,dragon fruit +19,round,1170.1,90.9,brown,sweet,coconut +2.7,oval,19.2,58.9,red,sweet,strawberry +15.8,oval,1268.3,96.3,brown,tangy,pineapple +4.9,oval,48.6,19,orange,tangy,orange +2.9,oval,21,54.8,red,sweet,strawberry +0.9,round,4.5,37.2,blue,sweet,blueberry +20.7,oval,1516.4,78.8,orange,sweet,papaya +10.2,oval,363.2,155.6,pink,sweet,dragon fruit +10.9,oval,364.7,163.5,pink,sweet,dragon fruit +3.1,oval,19.7,54.9,red,sweet,strawberry +7.2,round,244.7,116.6,red,sweet,pomegranate +8.2,oval,172.2,65.8,green,sweet,pear +7.1,round,205.1,61.9,green,sour,guava +7.2,round,193,61.8,green,sour,guava +1.1,round,5.1,38.1,blue,sweet,blueberry +7.7,round,253.2,117.3,red,sweet,pomegranate +8.9,oval,261.6,127.2,yellow,sweet,mango +1.1,round,5,43.3,blue,sweet,blueberry +10,oval,417.3,164.1,pink,sweet,dragon fruit +8.5,round,305.8,96.4,green,sweet,custard apple +6.5,round,225.1,130.8,red,sweet,pomegranate +15.8,oval,1296.6,87,brown,tangy,pineapple +14.5,oval,1132.7,97.7,brown,tangy,pineapple +3.2,oval,10,31,red,sweet,cherry +19.8,oval,1482.9,76.8,orange,sweet,papaya +5.4,oval,54.2,21,orange,tangy,orange +7.5,oval,189.2,63.2,green,sweet,pear +3.1,oval,19.1,60.3,red,sweet,strawberry +14.5,oval,1263.8,92.6,brown,tangy,pineapple +4.4,round,46.6,72.2,purple,tangy,plum +7.6,oval,186,71.2,green,sweet,pear +4.7,oval,49.7,21.4,orange,tangy,orange +7.3,round,316.6,91.6,green,sweet,custard apple +7.6,round,271.1,131.9,red,sweet,pomegranate +8.2,oval,190,71.2,green,sweet,pear +5.4,round,164.6,73.8,red,sweet,apple +5.5,round,137.7,80.3,red,sweet,apple +9.4,oval,267.7,115.6,yellow,sweet,mango +2.7,oval,9.9,29.4,red,sweet,cherry +8.3,oval,176.5,74,green,sweet,pear +26.9,round,2749.5,154.1,green,sweet,watermelon +4.9,oval,46.2,20.6,orange,tangy,orange +0.9,round,5.3,40.9,blue,sweet,blueberry +15.6,oval,1271.5,85,brown,tangy,pineapple +19.8,round,1228.3,105.5,brown,sweet,coconut +3.9,round,45.2,74,purple,tangy,plum +9.6,oval,244,123.1,yellow,sweet,mango +10.8,oval,402.9,136.1,pink,sweet,dragon fruit +7.4,round,253.2,127.3,red,sweet,pomegranate +4.9,oval,52.9,20.2,orange,tangy,orange +21.2,oval,1604,81.2,orange,sweet,papaya +9.8,oval,414.3,153.5,pink,sweet,dragon fruit +2,round,16.1,45.1,pink,sweet,lychee +2.8,oval,21.6,61.5,red,sweet,strawberry +6,round,160,78,red,sweet,apple +8.6,oval,242.7,122.9,yellow,sweet,mango +3.1,oval,10.9,32.5,red,sweet,cherry +15.3,oval,1266.7,85.1,brown,tangy,pineapple +26.6,round,2947.7,149.8,green,sweet,watermelon +9.1,long,116.1,40.4,yellow,sweet,banana +9.4,oval,266,125.8,yellow,sweet,mango +24.1,round,2764.4,154.8,green,sweet,watermelon +5.8,round,149.6,84.9,red,sweet,apple +15.6,oval,1116.1,95.7,brown,tangy,pineapple +1.9,round,15.2,49,pink,sweet,lychee +7.4,oval,181,63.8,green,sweet,pear +3.3,oval,21.9,60.1,red,sweet,strawberry +10.9,long,116.7,42.7,yellow,sweet,banana +2,round,14.3,49.1,pink,sweet,lychee +4.9,oval,51.4,18.3,orange,tangy,orange +4.2,round,48.6,75.2,purple,tangy,plum +3.2,oval,20.5,65.1,red,sweet,strawberry +10.6,oval,373,155.9,pink,sweet,dragon fruit +6.4,round,227.8,119.1,red,sweet,pomegranate +17.7,round,1171,106.2,brown,sweet,coconut +8.6,oval,188,67.4,green,sweet,pear +9.6,long,125.3,42.2,yellow,sweet,banana +19.4,round,1302.1,94.2,brown,sweet,coconut +4.9,oval,54.8,19.7,orange,tangy,orange +4.8,oval,74.1,109.4,brown,tangy,kiwi +16.4,round,1140.8,108.9,brown,sweet,coconut +5.7,round,138.2,78.6,red,sweet,apple +1.1,round,5.1,10.4,purple,sweet,grape +7.6,oval,192.1,65.2,green,sweet,pear +9.4,oval,269.1,112.8,yellow,sweet,mango +5.4,oval,77.6,101.8,brown,tangy,kiwi +6.4,round,218.2,57.1,green,sour,guava +7,round,233.8,113.8,red,sweet,pomegranate +9.1,oval,430.1,152.9,pink,sweet,dragon fruit +11,long,125,41.3,yellow,sweet,banana +10.2,long,116.3,36,yellow,sweet,banana +8.2,round,294.9,83.9,green,sweet,custard apple +1.9,round,15.2,45.4,pink,sweet,lychee +1.9,round,13.8,48.9,pink,sweet,lychee +7.8,oval,175.3,72.5,green,sweet,pear +7.3,oval,187,72.1,green,sweet,pear +19,round,1185.6,106.4,brown,sweet,coconut +4.3,round,46.8,73.2,purple,tangy,plum +8.1,round,284.1,88,green,sweet,custard apple +6.6,round,180.4,54.7,green,sour,guava +9.5,long,109.9,40.1,yellow,sweet,banana +2.8,oval,19.5,56.6,red,sweet,strawberry +5.5,round,138.5,80.4,red,sweet,apple +8.2,oval,259.2,127.4,yellow,sweet,mango +6,round,148.1,78.7,red,sweet,apple +8.2,oval,253.4,124.6,yellow,sweet,mango +23.7,round,3095.5,158.7,green,sweet,watermelon +5.1,oval,50.5,20.8,orange,tangy,orange +10.6,long,122.6,42.8,yellow,sweet,banana +7.3,round,197.7,54.5,green,sour,guava +5,oval,70.7,93,brown,tangy,kiwi +4,round,48.5,69.7,purple,tangy,plum +10.2,long,116.6,41.4,yellow,sweet,banana +18.9,oval,1521.5,86.1,orange,sweet,papaya +9.3,oval,403.1,145.6,pink,sweet,dragon fruit +2.2,round,15.2,54.3,pink,sweet,lychee +4.9,oval,48.1,18,orange,tangy,orange +9.4,oval,364.7,147.3,pink,sweet,dragon fruit +3.1,oval,21.5,61.8,red,sweet,strawberry +8.2,round,302.5,89.9,green,sweet,custard apple +3,oval,18.9,63.4,red,sweet,strawberry +7.6,round,204.7,58,green,sour,guava +16,oval,1096.8,90.7,brown,tangy,pineapple +3.8,round,53.5,75.4,purple,tangy,plum +1.1,round,5.2,39.7,blue,sweet,blueberry +3,oval,19.8,65.1,red,sweet,strawberry +4.2,round,52.5,68.9,purple,tangy,plum +5.5,oval,74.7,109.7,brown,tangy,kiwi +18.5,oval,1438.7,82.7,orange,sweet,papaya +26.3,round,2779.8,152.4,green,sweet,watermelon +18.1,oval,1554.7,86.6,orange,sweet,papaya +3.2,oval,20.6,55.2,red,sweet,strawberry +16.3,round,1134.4,101.8,brown,sweet,coconut +21.1,oval,1606.8,78.7,orange,sweet,papaya +8.6,round,326.7,83.5,green,sweet,custard apple +7.9,round,324,99,green,sweet,custard apple +6.4,round,155.5,79.1,red,sweet,apple +9,oval,227.1,109.5,yellow,sweet,mango +7,round,215.8,62.1,green,sour,guava +9.6,long,112.2,43.8,yellow,sweet,banana +5.5,oval,78.5,96.1,brown,tangy,kiwi +26.7,round,3120.6,162.6,green,sweet,watermelon +3.9,round,51,69.9,purple,tangy,plum +5,oval,69.8,102.6,brown,tangy,kiwi +8.3,oval,188.8,67.2,green,sweet,pear +10.5,oval,408.4,145.6,pink,sweet,dragon fruit +8.4,oval,253.1,128.7,yellow,sweet,mango +5.2,oval,77.9,91.4,brown,tangy,kiwi +9.6,oval,386,151.7,pink,sweet,dragon fruit +9.2,long,111.9,40.7,yellow,sweet,banana +9.7,oval,238.5,123.3,yellow,sweet,mango +6.2,round,157.6,82.9,red,sweet,apple +3.8,round,52.8,69.2,purple,tangy,plum +8.7,oval,270,131.7,yellow,sweet,mango +2.8,oval,20.4,65.2,red,sweet,strawberry +20.9,oval,1381.6,72.7,orange,sweet,papaya +9.3,oval,231.5,119.3,yellow,sweet,mango +8.9,oval,250.6,112.4,yellow,sweet,mango +7.1,round,205.4,60.5,green,sour,guava +1,round,5.1,41.4,blue,sweet,blueberry +10.1,long,120.8,40.7,yellow,sweet,banana +6.7,round,192.1,64.3,green,sour,guava +10.6,oval,424.8,149.2,pink,sweet,dragon fruit +18.7,round,1278.6,97.8,brown,sweet,coconut +6.2,round,164.4,81.8,red,sweet,apple +7,round,216.5,64.5,green,sour,guava +23,round,2936.5,138.5,green,sweet,watermelon +7.3,oval,191.3,75.9,green,sweet,pear +23.4,round,2860.6,164.4,green,sweet,watermelon +2.9,oval,10.1,27.1,red,sweet,cherry +24.5,round,3127.3,137,green,sweet,watermelon +19.7,oval,1393.5,87.5,orange,sweet,papaya +7.5,round,313.2,90.8,green,sweet,custard apple +19.6,oval,1567,84.1,orange,sweet,papaya +9,oval,248.4,108.4,yellow,sweet,mango +1,round,5.4,41.5,blue,sweet,blueberry +21.5,oval,1575.4,82,orange,sweet,papaya +4,round,53.9,68.3,purple,tangy,plum +18.6,oval,1373.4,72.6,orange,sweet,papaya +7.5,round,181.6,63.4,green,sour,guava +14.1,oval,1099,92,brown,tangy,pineapple +7.1,round,256.9,110.5,red,sweet,pomegranate +5.9,round,152,87.7,red,sweet,apple +7.6,oval,178.1,65.7,green,sweet,pear +7.6,round,190.8,62.3,green,sour,guava +8.5,round,303.4,89.4,green,sweet,custard apple +21.4,oval,1562.6,75.6,orange,sweet,papaya +8.6,oval,265.4,122.8,yellow,sweet,mango +6.5,round,182.2,58.4,green,sour,guava +19,round,1174.2,109.2,brown,sweet,coconut +3,oval,21.7,60.1,red,sweet,strawberry +7.1,round,194.7,55.4,green,sour,guava +18.4,oval,1613.9,81.9,orange,sweet,papaya +8.7,round,309.7,94.8,green,sweet,custard apple +5.1,oval,47.9,18.1,orange,tangy,orange +15.2,oval,1201.9,95.3,brown,tangy,pineapple +7,round,235.7,125.6,red,sweet,pomegranate +6.1,round,138.7,86.5,red,sweet,apple +7.2,oval,188.1,67.9,green,sweet,pear +6.4,round,235,121.4,red,sweet,pomegranate +7,round,184,63.6,green,sour,guava +8.4,round,285.4,95.6,green,sweet,custard apple +8.4,oval,227.1,119.5,yellow,sweet,mango +17,round,1116.3,101,brown,sweet,coconut +1.1,round,4.6,41.3,blue,sweet,blueberry +11,long,124.9,41.8,yellow,sweet,banana +16.4,oval,1260.5,97.2,brown,tangy,pineapple +5,oval,71.6,101.3,brown,tangy,kiwi +13.7,oval,1276.9,84.4,brown,tangy,pineapple +4,round,48.1,68.5,purple,tangy,plum +10.8,long,111.1,37.1,yellow,sweet,banana +9.6,oval,239.5,121.4,yellow,sweet,mango +1,round,5.4,40.9,blue,sweet,blueberry +6.5,round,229.7,116.3,red,sweet,pomegranate +3.3,oval,10.7,27.7,red,sweet,cherry +3.1,oval,10.5,31.3,red,sweet,cherry +2.9,oval,18.3,63.3,red,sweet,strawberry +5.8,round,146.1,74.6,red,sweet,apple +4.6,oval,46.6,20.1,orange,tangy,orange +1,round,5.2,41,blue,sweet,blueberry +2,round,15.8,54.3,pink,sweet,lychee +3.2,oval,19.3,58.6,red,sweet,strawberry +20.7,oval,1584.4,79.4,orange,sweet,papaya +8.6,oval,163.1,64.1,green,sweet,pear +1.9,round,13.8,54.4,pink,sweet,lychee +8.3,round,299.1,96.1,green,sweet,custard apple +2.1,round,13.8,46.2,pink,sweet,lychee +22.9,round,2997,142.8,green,sweet,watermelon +3.1,oval,21.6,54.8,red,sweet,strawberry +21.5,oval,1605.9,75.8,orange,sweet,papaya +2.1,round,16.3,48.8,pink,sweet,lychee +21.9,oval,1459.5,79.5,orange,sweet,papaya +8.4,round,288.7,92.2,green,sweet,custard apple +9.8,oval,403.5,150.1,pink,sweet,dragon fruit +5.4,oval,50.4,21.1,orange,tangy,orange +1.9,round,14.8,47.8,pink,sweet,lychee +6.7,round,248.5,113.3,red,sweet,pomegranate +1,round,5.2,43.1,blue,sweet,blueberry +25.1,round,3162.5,165,green,sweet,watermelon +18.5,round,1250.9,108,brown,sweet,coconut +4.9,oval,50.9,19.2,orange,tangy,orange +4.6,oval,82.3,90.5,brown,tangy,kiwi +3.2,oval,9.9,31.3,red,sweet,cherry +8.4,oval,232.2,123.1,yellow,sweet,mango +1.8,round,15.4,54.8,pink,sweet,lychee +8.4,oval,266.1,109.5,yellow,sweet,mango +4.2,round,50.5,69,purple,tangy,plum +6.4,round,147.7,78.1,red,sweet,apple +5.5,oval,48.8,18.6,orange,tangy,orange +6.4,round,161.5,86,red,sweet,apple +0.9,round,4.5,43.1,blue,sweet,blueberry +8.8,oval,225.9,112.8,yellow,sweet,mango +3.3,oval,19.2,62.2,red,sweet,strawberry +2.1,round,14.4,53.6,pink,sweet,lychee +7.3,round,253.8,130.5,red,sweet,pomegranate +23.1,round,3245,152.8,green,sweet,watermelon +19.4,oval,1387.9,84.6,orange,sweet,papaya +15.2,oval,1157.3,97.6,brown,tangy,pineapple +10.1,long,119.6,43.3,yellow,sweet,banana +3.1,oval,9.1,31.9,red,sweet,cherry +4,round,51.3,70.1,purple,tangy,plum +3.1,oval,21.3,59.4,red,sweet,strawberry +27,round,2981.8,143.5,green,sweet,watermelon +15,oval,1271.6,81.6,brown,tangy,pineapple +10.8,long,125.9,38.4,yellow,sweet,banana +5.5,oval,51.2,21.9,orange,tangy,orange +23.7,round,2959.5,135.8,green,sweet,watermelon +9.9,long,123.8,39.5,yellow,sweet,banana +9.5,oval,232.6,112,yellow,sweet,mango +9.7,long,117.3,39,yellow,sweet,banana +0.9,round,5.5,10,purple,sweet,grape +4.9,oval,52.6,20.8,orange,tangy,orange +3.9,round,50.9,64.4,purple,tangy,plum +7.4,round,260,121.7,red,sweet,pomegranate +3.1,oval,9.9,30.7,red,sweet,cherry +7.5,oval,167.5,68.2,green,sweet,pear +20,oval,1424.5,81.7,orange,sweet,papaya +10.5,long,123.5,42.4,yellow,sweet,banana +9.1,long,122.3,43.1,yellow,sweet,banana +4.7,oval,81.7,96.3,brown,tangy,kiwi +1,round,5,40.7,blue,sweet,blueberry +5.7,round,157.3,86.7,red,sweet,apple +25.2,round,2915.3,155.8,green,sweet,watermelon +6.3,round,191.7,60.1,green,sour,guava +7,round,243.1,114.6,red,sweet,pomegranate +6.7,round,185.6,62.2,green,sour,guava +1,round,4.8,39.5,blue,sweet,blueberry +6.9,round,198.8,65.7,green,sour,guava +2.1,round,15.9,52.6,pink,sweet,lychee +5.6,round,152,85.5,red,sweet,apple +4.2,round,45.5,65.1,purple,tangy,plum +6.3,round,181.5,60.9,green,sour,guava +6.8,round,181,60.9,green,sour,guava +6.2,round,137.1,75.1,red,sweet,apple +16.7,round,1286,95.3,brown,sweet,coconut +4.7,oval,45.3,20.1,orange,tangy,orange +0.9,round,4.8,41.6,blue,sweet,blueberry +7.3,oval,162.1,64,green,sweet,pear +3.2,oval,10.3,27.8,red,sweet,cherry +15,oval,1247.3,84.1,brown,tangy,pineapple +2,round,15.8,50.4,pink,sweet,lychee +1,round,4.5,37.1,blue,sweet,blueberry +4.1,round,53.9,73,purple,tangy,plum +4.1,round,50.8,66,purple,tangy,plum +15.8,oval,1250.5,85.3,brown,tangy,pineapple +26.2,round,2718,153.8,green,sweet,watermelon +9.3,oval,252.6,109.1,yellow,sweet,mango +5.2,oval,48,22,orange,tangy,orange +7.5,oval,185.8,69.8,green,sweet,pear +6.2,round,164.2,77.7,red,sweet,apple +5.9,round,162.3,78.8,red,sweet,apple +1,round,5.5,43.4,blue,sweet,blueberry +22.8,round,3205.7,140.4,green,sweet,watermelon +19.9,oval,1545.6,74.8,orange,sweet,papaya +2.2,round,14.8,49.6,pink,sweet,lychee +17.7,round,1215.5,109.1,brown,sweet,coconut +3.7,round,47.9,65.7,purple,tangy,plum +1.9,round,14.6,53.4,pink,sweet,lychee +1.9,round,15.7,52.1,pink,sweet,lychee +4.8,oval,55,19.2,orange,tangy,orange +10.8,long,127.7,38.1,yellow,sweet,banana +8.2,oval,257.8,109.4,yellow,sweet,mango +1.1,round,4.6,38.4,blue,sweet,blueberry +7.2,oval,182.9,69.3,green,sweet,pear +23.7,round,2867.3,156.6,green,sweet,watermelon +8.2,oval,184.4,63.4,green,sweet,pear +3.9,round,54.5,64.5,purple,tangy,plum +18.2,round,1172.8,93,brown,sweet,coconut +3,oval,19.9,54.3,red,sweet,strawberry +1,round,4.9,10.2,purple,sweet,grape +10.2,oval,429.8,157.3,pink,sweet,dragon fruit +9.9,oval,414,142.1,pink,sweet,dragon fruit +17.4,round,1217.3,91.4,brown,sweet,coconut +1.1,round,5.1,41.8,blue,sweet,blueberry +8.5,round,305.8,98.4,green,sweet,custard apple +7.7,oval,183.4,68.7,green,sweet,pear +25.8,round,3185,137.3,green,sweet,watermelon +17.7,round,1218.7,103.6,brown,sweet,coconut +5,oval,78.6,103.6,brown,tangy,kiwi +2.8,oval,10.9,32.3,red,sweet,cherry +4.9,oval,69.3,97.7,brown,tangy,kiwi +7.5,round,213.4,63.3,green,sour,guava +24.8,round,3150,143,green,sweet,watermelon +6.2,round,140.2,81,red,sweet,apple +7.9,round,298.4,89,green,sweet,custard apple +6.7,round,196.5,63.8,green,sour,guava +3.2,oval,21.2,57.9,red,sweet,strawberry +14.8,oval,1240.3,94.5,brown,tangy,pineapple +1.1,round,5.4,36.1,blue,sweet,blueberry +1,round,4.6,38.7,blue,sweet,blueberry +1,round,5.2,38.7,blue,sweet,blueberry +10.6,long,112,42.8,yellow,sweet,banana +7.4,round,251.4,116.3,red,sweet,pomegranate +5,oval,46.5,19.7,orange,tangy,orange +5.2,oval,48.2,21.9,orange,tangy,orange +13.9,oval,1260.7,91,brown,tangy,pineapple +1.1,round,4.9,36.1,blue,sweet,blueberry +9.9,oval,361.1,155.9,pink,sweet,dragon fruit +21.2,oval,1636.5,83.1,orange,sweet,papaya +4.3,round,50.3,69.1,purple,tangy,plum +2,round,15.4,45.3,pink,sweet,lychee +22.7,round,3085.7,161,green,sweet,watermelon +8.4,oval,194.5,66.5,green,sweet,pear +18.9,oval,1593.7,81.7,orange,sweet,papaya +4.5,oval,53.9,20.2,orange,tangy,orange +8.4,oval,268.7,116.7,yellow,sweet,mango +8.6,round,318,94.3,green,sweet,custard apple +5.2,oval,45.3,20.3,orange,tangy,orange +9.1,oval,395.8,159.2,pink,sweet,dragon fruit +5.2,oval,47.7,20.2,orange,tangy,orange +4.7,oval,52,21.1,orange,tangy,orange +8.5,round,321.9,85.6,green,sweet,custard apple +9.9,oval,437,138.4,pink,sweet,dragon fruit +9.8,oval,426,161.1,pink,sweet,dragon fruit +9.5,oval,414.9,148.7,pink,sweet,dragon fruit +2.1,round,13.7,54.3,pink,sweet,lychee +6.9,round,182.9,58.8,green,sour,guava +6,round,138.3,73.8,red,sweet,apple +0.9,round,5.4,11,purple,sweet,grape +16.4,oval,1288.4,89.7,brown,tangy,pineapple +8.2,round,305.3,87.6,green,sweet,custard apple +4.1,round,53.1,63.4,purple,tangy,plum +7,round,226.7,117.3,red,sweet,pomegranate +2.7,oval,10.4,28,red,sweet,cherry +9.6,long,112.6,43.9,yellow,sweet,banana +4.8,oval,49.6,18.2,orange,tangy,orange +5.9,round,156.9,74.9,red,sweet,apple +18,oval,1390.2,84.2,orange,sweet,papaya +19.5,round,1287.3,98.2,brown,sweet,coconut +4.6,oval,73.8,106.3,brown,tangy,kiwi +5.9,round,136.4,77.2,red,sweet,apple +10.9,oval,435.8,156.1,pink,sweet,dragon fruit +6.2,round,163.4,77.4,red,sweet,apple +4.8,oval,49.7,18.5,orange,tangy,orange +24.3,round,2901.9,140.8,green,sweet,watermelon +9.3,oval,387.4,143.3,pink,sweet,dragon fruit +14.5,oval,1166,86.3,brown,tangy,pineapple +9.4,oval,426.9,143,pink,sweet,dragon fruit +7.4,round,206.1,58.3,green,sour,guava +4.7,oval,75.5,105.4,brown,tangy,kiwi +7.1,round,187.1,55.6,green,sour,guava +5.1,oval,46.7,19,orange,tangy,orange +4.7,oval,53.2,18.1,orange,tangy,orange +1,round,4.6,10.6,purple,sweet,grape +2.9,oval,21.6,62.9,red,sweet,strawberry +6.3,round,155,75,red,sweet,apple +16.5,oval,1093.6,92.4,brown,tangy,pineapple +6.5,round,266,126.1,red,sweet,pomegranate +7.8,oval,195,76.2,green,sweet,pear +4.8,oval,75.8,99.8,brown,tangy,kiwi +3,oval,19.5,65.8,red,sweet,strawberry +7.4,round,238.5,113.9,red,sweet,pomegranate +8.3,round,282.7,94.5,green,sweet,custard apple +7.5,round,268.9,110.8,red,sweet,pomegranate +10.8,oval,376.4,159.8,pink,sweet,dragon fruit +2.8,oval,9.5,29,red,sweet,cherry +6.9,round,262.3,111.5,red,sweet,pomegranate +6.5,round,233.6,114.8,red,sweet,pomegranate +0.9,round,4.7,9.7,purple,sweet,grape +8.6,oval,163,67.8,green,sweet,pear +5,oval,45.6,20.8,orange,tangy,orange +2.2,round,14,46.8,pink,sweet,lychee +7.6,round,313.4,97.6,green,sweet,custard apple +0.9,round,4.8,9.7,purple,sweet,grape +5.1,oval,46.5,20,orange,tangy,orange +4.7,oval,45.2,18.4,orange,tangy,orange +7.5,round,215,55.3,green,sour,guava +5.1,oval,46.1,18.1,orange,tangy,orange +7.7,round,238.6,117,red,sweet,pomegranate +2.8,oval,10.9,31.8,red,sweet,cherry +6.6,round,142.3,82.2,red,sweet,apple +0.9,round,5.3,9.4,purple,sweet,grape +3.2,oval,9.7,29.5,red,sweet,cherry +5.9,round,156.7,75.9,red,sweet,apple +3.9,round,45.5,76,purple,tangy,plum +9.3,oval,382.9,161.7,pink,sweet,dragon fruit +15.2,oval,1310.8,86.2,brown,tangy,pineapple +1,round,5.5,36.4,blue,sweet,blueberry +19.5,oval,1489.1,81.1,orange,sweet,papaya +4.4,round,53.3,67.4,purple,tangy,plum +1.9,round,14.7,54.5,pink,sweet,lychee +3,oval,10.3,27.5,red,sweet,cherry +5.3,oval,54.8,18.3,orange,tangy,orange +7.6,round,297.9,95.9,green,sweet,custard apple +1,round,5.1,9.6,purple,sweet,grape +0.9,round,4.9,40.6,blue,sweet,blueberry +4.2,round,54.8,68.2,purple,tangy,plum +2,round,16.4,49.3,pink,sweet,lychee +8,round,308.4,95.5,green,sweet,custard apple +2.1,round,14.7,46.1,pink,sweet,lychee +8.7,round,303.2,84.1,green,sweet,custard apple +1,round,5.3,39.1,blue,sweet,blueberry +3.9,round,52.5,63.4,purple,tangy,plum +5.9,round,162.1,82.4,red,sweet,apple +3.2,oval,10.9,32.3,red,sweet,cherry +7.4,round,207.9,54.9,green,sour,guava +2.7,oval,10.7,27.3,red,sweet,cherry +4.1,round,53.3,76.1,purple,tangy,plum +4.9,oval,46.3,19.2,orange,tangy,orange +7.4,round,282.3,92.9,green,sweet,custard apple +18.9,round,1253.2,94.2,brown,sweet,coconut +3.7,round,48.8,63.4,purple,tangy,plum +7.5,round,296,85.9,green,sweet,custard apple +25.7,round,3267.2,162.7,green,sweet,watermelon +0.9,round,4.5,10.3,purple,sweet,grape +6.3,round,204.2,58.2,green,sour,guava +26.2,round,3221.9,138.1,green,sweet,watermelon +6.6,round,230.5,111.4,red,sweet,pomegranate +4.6,oval,78.6,110,brown,tangy,kiwi +9.1,oval,265.6,130.8,yellow,sweet,mango +8.3,oval,176,70.2,green,sweet,pear +4.6,oval,49.1,18.9,orange,tangy,orange +2.2,round,15.7,53,pink,sweet,lychee +10.1,oval,428.4,142,pink,sweet,dragon fruit +1.1,round,5,37.4,blue,sweet,blueberry +3.1,oval,9.9,29.6,red,sweet,cherry +14.8,oval,1115.1,98.3,brown,tangy,pineapple +7.3,round,262.4,108.6,red,sweet,pomegranate +4.3,round,53.2,64.8,purple,tangy,plum +15.7,oval,1247,92.3,brown,tangy,pineapple +10.2,long,111.3,43.9,yellow,sweet,banana +7.4,round,226.1,117.1,red,sweet,pomegranate +8.9,oval,242.7,125.3,yellow,sweet,mango +14.7,oval,1178.3,84.7,brown,tangy,pineapple +17.7,round,1182.3,91.5,brown,sweet,coconut +4,round,53.1,70.7,purple,tangy,plum +9.2,long,129.1,36.7,yellow,sweet,banana +6.4,round,190.2,61.8,green,sour,guava +9.3,long,113.7,36.3,yellow,sweet,banana +3.7,round,45.8,73.1,purple,tangy,plum +17.5,round,1161.1,90.8,brown,sweet,coconut +19.7,round,1285.5,103.3,brown,sweet,coconut +3.2,oval,20.7,64.8,red,sweet,strawberry +13.9,oval,1289.1,97.9,brown,tangy,pineapple +7.8,round,276.4,98.6,green,sweet,custard apple +16.4,oval,1299,84.6,brown,tangy,pineapple +1,round,5,10.8,purple,sweet,grape +4.3,round,54.6,65.9,purple,tangy,plum +0.9,round,5.1,36,blue,sweet,blueberry +1,round,5,10.1,purple,sweet,grape +2.2,round,15.5,53.5,pink,sweet,lychee +4.7,oval,51.4,19.2,orange,tangy,orange +6.9,round,213.7,63.4,green,sour,guava +2.1,round,14,45.6,pink,sweet,lychee +9.9,long,116.1,43.2,yellow,sweet,banana +19.7,round,1148.8,102.4,brown,sweet,coconut +2.7,oval,9.5,29.7,red,sweet,cherry +8.7,oval,266.5,128.2,yellow,sweet,mango +8.7,oval,194.1,65.4,green,sweet,pear +5.4,oval,54.9,18.4,orange,tangy,orange +5.5,oval,54.6,21,orange,tangy,orange +1,round,5.1,10.9,purple,sweet,grape +4.9,oval,73.1,109.9,brown,tangy,kiwi +15.7,oval,1237.2,86.2,brown,tangy,pineapple +0.9,round,5.3,40.8,blue,sweet,blueberry +8.7,round,301.1,87.4,green,sweet,custard apple +2.9,oval,20.1,62.6,red,sweet,strawberry +3.2,oval,10.7,27.8,red,sweet,cherry +21.2,oval,1364.1,79.5,orange,sweet,papaya +8.4,oval,239.2,110.9,yellow,sweet,mango +16,oval,1232.3,98.8,brown,tangy,pineapple +7.7,round,301.8,83.7,green,sweet,custard apple +1,round,4.8,36.9,blue,sweet,blueberry +16.3,round,1319.1,96.7,brown,sweet,coconut +2.9,oval,20.3,55.8,red,sweet,strawberry +5.2,oval,68.4,98.6,brown,tangy,kiwi +25.8,round,2844.2,137.5,green,sweet,watermelon +21,oval,1603.4,73.5,orange,sweet,papaya +16.4,round,1108.5,91.3,brown,sweet,coconut +20,oval,1504.2,76.6,orange,sweet,papaya +1,round,5.3,9.8,purple,sweet,grape +3.2,oval,20.6,64.3,red,sweet,strawberry +4.5,oval,51.5,21.3,orange,tangy,orange +25.3,round,3008.2,141.4,green,sweet,watermelon +6.8,round,184.4,63.2,green,sour,guava +3.1,oval,20.6,65.7,red,sweet,strawberry +3.1,oval,9.9,30.9,red,sweet,cherry +7.6,round,323.7,98.5,green,sweet,custard apple +6.6,round,231.8,114.6,red,sweet,pomegranate +16.3,oval,1250,97.3,brown,tangy,pineapple +5.4,oval,49,20.1,orange,tangy,orange +5.1,oval,70.1,90.7,brown,tangy,kiwi +5.7,round,135.8,81.8,red,sweet,apple +6.5,round,245.2,120.4,red,sweet,pomegranate +6.6,round,199.1,59.6,green,sour,guava +5.3,oval,49.3,21.7,orange,tangy,orange +18.6,oval,1370.2,85.2,orange,sweet,papaya +7.4,round,229.9,123.4,red,sweet,pomegranate +19.2,oval,1400.8,77.2,orange,sweet,papaya +10,long,115.3,42.2,yellow,sweet,banana +6.6,round,255.1,129.6,red,sweet,pomegranate +18.2,round,1091.5,98.1,brown,sweet,coconut +4.5,oval,79.6,101.4,brown,tangy,kiwi +9.2,oval,389.3,148.8,pink,sweet,dragon fruit +1.1,round,5.2,40.8,blue,sweet,blueberry +3.7,round,48.6,73.8,purple,tangy,plum +15.4,oval,1177.4,95.9,brown,tangy,pineapple +5.4,round,155.4,84.3,red,sweet,apple +20.9,oval,1594.5,72.9,orange,sweet,papaya +8.1,round,309.7,90.3,green,sweet,custard apple +20,oval,1545.3,72.5,orange,sweet,papaya +2.8,oval,10.4,31.8,red,sweet,cherry +2.8,oval,9.5,28.7,red,sweet,cherry +14.1,oval,1101.9,98.4,brown,tangy,pineapple +2.8,oval,9.8,32,red,sweet,cherry +7.7,round,326.4,89.6,green,sweet,custard apple +3.7,round,51.2,64.6,purple,tangy,plum +26.1,round,3008,162.8,green,sweet,watermelon +1.1,round,5,39.2,blue,sweet,blueberry +3,oval,21.9,54.9,red,sweet,strawberry +5.7,round,136.1,82,red,sweet,apple +16.3,round,1187.6,101.3,brown,sweet,coconut +8.5,oval,239.1,117.4,yellow,sweet,mango +2.9,oval,10,27.6,red,sweet,cherry +6.4,round,186.2,58.6,green,sour,guava +1.1,round,4.6,37.9,blue,sweet,blueberry +9.6,oval,430.5,154.9,pink,sweet,dragon fruit +4.6,oval,81.4,100.7,brown,tangy,kiwi +6.9,round,268.7,116.6,red,sweet,pomegranate +9.2,oval,401.4,165,pink,sweet,dragon fruit +0.9,round,5,10.8,purple,sweet,grape +26.7,round,3060.3,135.9,green,sweet,watermelon +4.6,oval,50.7,19,orange,tangy,orange +5.3,oval,54.3,18.8,orange,tangy,orange +6.5,round,232.6,122,red,sweet,pomegranate +9.3,oval,266.3,114.8,yellow,sweet,mango +9.6,oval,270,108.5,yellow,sweet,mango +1.1,round,5.5,10.3,purple,sweet,grape +21,oval,1451.7,80.6,orange,sweet,papaya +1.8,round,14.2,48.8,pink,sweet,lychee +1,round,4.6,37.5,blue,sweet,blueberry +25.7,round,2883.9,139.3,green,sweet,watermelon +6.4,round,194.3,63.8,green,sour,guava +5.2,oval,73.4,94.8,brown,tangy,kiwi +1.9,round,15.3,47.4,pink,sweet,lychee +7.6,round,287.1,81.3,green,sweet,custard apple +6.6,round,240.6,112.3,red,sweet,pomegranate +6.4,round,160.2,80.9,red,sweet,apple +0.9,round,5.3,10.1,purple,sweet,grape +9.4,long,125,37.6,yellow,sweet,banana +5,oval,46.6,21.7,orange,tangy,orange +5.1,oval,50.3,20.8,orange,tangy,orange +26.9,round,2884.1,138.6,green,sweet,watermelon +0.9,round,4.6,9.4,purple,sweet,grape +8.5,oval,249.4,112.9,yellow,sweet,mango +2.8,oval,9.7,29.8,red,sweet,cherry +1.8,round,14.4,51.6,pink,sweet,lychee +7.7,oval,187.5,70.5,green,sweet,pear +5.2,oval,73.8,103.5,brown,tangy,kiwi +7.7,oval,171.6,67.8,green,sweet,pear +1,round,4.9,42.9,blue,sweet,blueberry +9.3,oval,385.8,157.5,pink,sweet,dragon fruit +4.1,round,50.8,73.4,purple,tangy,plum +1.1,round,5,10.8,purple,sweet,grape +4.9,oval,48.4,18.1,orange,tangy,orange +3.3,oval,9.6,31.8,red,sweet,cherry +6,round,160.5,77.6,red,sweet,apple +1,round,4.5,10.7,purple,sweet,grape +5.4,oval,73.3,90.8,brown,tangy,kiwi +1,round,5.4,41.8,blue,sweet,blueberry +9.7,long,112.1,37.4,yellow,sweet,banana +5.8,round,157.1,72.8,red,sweet,apple +2.8,oval,9.4,28.1,red,sweet,cherry +20.8,oval,1364.8,85.4,orange,sweet,papaya +4.9,oval,49,18.1,orange,tangy,orange +4.1,round,46.6,74.5,purple,tangy,plum +9.1,long,109.6,43,yellow,sweet,banana +4.3,round,53.5,70.4,purple,tangy,plum +9.1,oval,229.5,122.2,yellow,sweet,mango +3,oval,10.8,28.4,red,sweet,cherry +1,round,5.3,9.5,purple,sweet,grape +24.7,round,2876.9,163.1,green,sweet,watermelon +9.1,oval,371.7,156.2,pink,sweet,dragon fruit +3.3,oval,10.5,30.6,red,sweet,cherry +7.7,oval,167.4,75.6,green,sweet,pear +25,round,3110.1,137.9,green,sweet,watermelon +18.8,oval,1386.3,78.1,orange,sweet,papaya +25.6,round,2833.2,153,green,sweet,watermelon +18.5,round,1286.8,94.1,brown,sweet,coconut +5.1,oval,76.8,90.3,brown,tangy,kiwi +3.3,oval,20.8,61.7,red,sweet,strawberry +4.2,round,45.8,76.4,purple,tangy,plum +4.6,oval,73.6,94.1,brown,tangy,kiwi +4.2,round,45.7,69.5,purple,tangy,plum +8.3,round,291.3,93.2,green,sweet,custard apple +3.2,oval,10.9,27.4,red,sweet,cherry +2.9,oval,9.2,27.3,red,sweet,cherry +2.9,oval,19.8,62.9,red,sweet,strawberry +18.1,oval,1489.8,87,orange,sweet,papaya +9.1,oval,260.6,115,yellow,sweet,mango +9.5,oval,380.2,160.6,pink,sweet,dragon fruit +1.1,round,5.4,9.9,purple,sweet,grape +1.9,round,15.8,48,pink,sweet,lychee +1,round,5.3,39.3,blue,sweet,blueberry +5.9,round,139.1,74.9,red,sweet,apple +19.2,round,1166.6,103.5,brown,sweet,coconut +1,round,4.6,37.7,blue,sweet,blueberry +4,round,50.1,73.6,purple,tangy,plum +24.3,round,2827.6,159.3,green,sweet,watermelon +3.1,oval,10.6,30.7,red,sweet,cherry +19,oval,1546.9,87.7,orange,sweet,papaya +27.4,round,2948.2,160.1,green,sweet,watermelon +2.8,oval,18.7,55.3,red,sweet,strawberry +1,round,4.7,43.9,blue,sweet,blueberry +10.6,oval,416.1,158.8,pink,sweet,dragon fruit +7,round,211.3,64.3,green,sour,guava +8.6,round,328.8,93.8,green,sweet,custard apple +8.6,oval,244.3,123.3,yellow,sweet,mango +10.4,oval,399.4,155.5,pink,sweet,dragon fruit +7,round,273.1,129,red,sweet,pomegranate +18.8,round,1134.7,92.9,brown,sweet,coconut +16,oval,1220.7,86.9,brown,tangy,pineapple +5.2,oval,48.5,19.1,orange,tangy,orange +4.6,oval,67.7,91.1,brown,tangy,kiwi +5.1,oval,70.6,101.5,brown,tangy,kiwi +1,round,5.2,41.1,blue,sweet,blueberry +8.5,oval,264,110.3,yellow,sweet,mango +2.9,oval,19.3,61.4,red,sweet,strawberry +0.9,round,4.6,43.6,blue,sweet,blueberry +2.8,oval,19.5,54.4,red,sweet,strawberry +0.9,round,5.2,36.6,blue,sweet,blueberry +4.8,oval,68.4,104.3,brown,tangy,kiwi +9.9,oval,225.3,109.3,yellow,sweet,mango +19.3,round,1247.2,105.4,brown,sweet,coconut +7.5,round,287.5,92.5,green,sweet,custard apple +15.8,oval,1268.9,97,brown,tangy,pineapple +4.9,oval,73,105.2,brown,tangy,kiwi +3.2,oval,21.8,54,red,sweet,strawberry +7.3,oval,191.7,65.8,green,sweet,pear +1,round,4.7,9.2,purple,sweet,grape +8.3,oval,177.3,63.9,green,sweet,pear +22.5,round,3093,136.7,green,sweet,watermelon +22.9,round,2734.9,135.3,green,sweet,watermelon +8.5,oval,189.6,67.2,green,sweet,pear +26,round,2832.1,154.8,green,sweet,watermelon +4.2,round,53.6,68.8,purple,tangy,plum +19.6,round,1277.5,106.6,brown,sweet,coconut +7.5,oval,187.5,64.7,green,sweet,pear +4,round,46.3,64.4,purple,tangy,plum +1.1,round,5,37.7,blue,sweet,blueberry +16.2,oval,1106.3,98.9,brown,tangy,pineapple +7.8,round,297,94.9,green,sweet,custard apple +7.4,round,217.7,62.8,green,sour,guava +4.7,oval,47.1,20.2,orange,tangy,orange +9.4,oval,231.7,126.2,yellow,sweet,mango +5.4,oval,78.9,107.3,brown,tangy,kiwi +1,round,5,38.6,blue,sweet,blueberry +3.8,round,54.3,64.7,purple,tangy,plum +2,round,14.8,50.5,pink,sweet,lychee +7.2,round,301.2,95.2,green,sweet,custard apple +16.9,round,1264.6,106.5,brown,sweet,coconut +7,round,215,55.2,green,sour,guava +4.2,round,46.9,68.2,purple,tangy,plum +6.5,round,228.7,115.3,red,sweet,pomegranate +15.7,oval,1278.7,90.8,brown,tangy,pineapple +18.5,round,1111.9,94.5,brown,sweet,coconut +4.8,oval,53,20.7,orange,tangy,orange +6.4,round,271.3,116.7,red,sweet,pomegranate +2.1,round,14.8,45.3,pink,sweet,lychee +1,round,5.2,42.7,blue,sweet,blueberry +16,oval,1102.2,97.7,brown,tangy,pineapple +2.7,oval,10.8,29.8,red,sweet,cherry +5.5,round,160.6,78.2,red,sweet,apple +17,round,1224.8,94.6,brown,sweet,coconut +6.4,round,244.8,119.9,red,sweet,pomegranate +2.2,round,14,49.7,pink,sweet,lychee +3.9,round,48.2,75.4,purple,tangy,plum +5.9,round,136.2,72.3,red,sweet,apple +16.3,round,1096.6,106.4,brown,sweet,coconut +26,round,3181.2,157.7,green,sweet,watermelon +24.7,round,3020.7,135.3,green,sweet,watermelon +0.9,round,5.4,10.8,purple,sweet,grape +0.9,round,5.2,10.1,purple,sweet,grape +1.1,round,5.4,41.5,blue,sweet,blueberry +9.3,long,109.4,36.4,yellow,sweet,banana +3.6,round,50.3,65.3,purple,tangy,plum +3.2,oval,21.9,59.2,red,sweet,strawberry +13.9,oval,1082.8,91.4,brown,tangy,pineapple +5.8,round,140.1,84.6,red,sweet,apple +5.5,oval,53.7,19.4,orange,tangy,orange +2.8,oval,10.8,27.3,red,sweet,cherry +1,round,4.5,10.7,purple,sweet,grape +3.3,oval,20,59.7,red,sweet,strawberry +9,long,115.5,42.3,yellow,sweet,banana +9.5,oval,437.2,157,pink,sweet,dragon fruit +7.5,round,192,59.1,green,sour,guava +3.1,oval,21.3,54,red,sweet,strawberry +5.4,oval,49.1,21.8,orange,tangy,orange +14.3,oval,1277.5,88.3,brown,tangy,pineapple +10.2,oval,380.4,141.3,pink,sweet,dragon fruit +8,round,297.6,95.3,green,sweet,custard apple +8.3,oval,238.4,111.8,yellow,sweet,mango +18.4,oval,1499.9,83.3,orange,sweet,papaya +7,round,263.3,113.9,red,sweet,pomegranate +9.2,long,109.1,36.7,yellow,sweet,banana +15,oval,1127.4,89.2,brown,tangy,pineapple +8.3,oval,177.7,75.2,green,sweet,pear +7.6,oval,174.5,66.4,green,sweet,pear +4.9,oval,46.6,21.3,orange,tangy,orange +6.3,round,155.7,76.9,red,sweet,apple +7.3,oval,168.6,76.4,green,sweet,pear +24.3,round,2979,154.1,green,sweet,watermelon +10.2,long,108.3,41.6,yellow,sweet,banana +14.3,oval,1171.1,86.6,brown,tangy,pineapple +6,round,163.6,83.5,red,sweet,apple +18.9,round,1145.4,101.4,brown,sweet,coconut +8.8,oval,250,111.5,yellow,sweet,mango +8.6,oval,269.2,123.1,yellow,sweet,mango +7.5,round,219.6,62.1,green,sour,guava +16.4,oval,1260.1,87.8,brown,tangy,pineapple +4,round,51.5,73.3,purple,tangy,plum +14.8,oval,1085.6,84.3,brown,tangy,pineapple +8.9,oval,232.2,113.1,yellow,sweet,mango +7.3,round,181.2,57.1,green,sour,guava +6.4,round,253.8,130.3,red,sweet,pomegranate +20.5,oval,1397.4,77,orange,sweet,papaya +3.7,round,49,64.1,purple,tangy,plum +6.7,round,208,54.4,green,sour,guava +10.3,long,130.9,42.8,yellow,sweet,banana +20.8,oval,1644,85.2,orange,sweet,papaya +19.5,round,1280.5,101,brown,sweet,coconut +0.9,round,5,41.1,blue,sweet,blueberry +8.5,round,290.6,96.3,green,sweet,custard apple +6.6,round,188.7,61.5,green,sour,guava +5.5,oval,46.7,18.4,orange,tangy,orange +7,round,265.7,112.5,red,sweet,pomegranate +5.8,round,155.8,73.9,red,sweet,apple +6.7,round,266.8,115.6,red,sweet,pomegranate +16.6,round,1195.2,108.6,brown,sweet,coconut +9.7,oval,252.4,116,yellow,sweet,mango +24.4,round,2777.2,135.8,green,sweet,watermelon +5.1,oval,80.7,90,brown,tangy,kiwi +8,round,285.9,90.1,green,sweet,custard apple +4.3,round,45.7,64.3,purple,tangy,plum +8.3,round,311,98.6,green,sweet,custard apple +7.4,round,210.4,60.9,green,sour,guava +4.6,oval,70.1,108.2,brown,tangy,kiwi +2.9,oval,18.1,59.4,red,sweet,strawberry +20.2,oval,1457,73.2,orange,sweet,papaya +18.7,round,1080.8,103.9,brown,sweet,coconut +8.3,round,275.7,83.2,green,sweet,custard apple +9.2,oval,385.9,146.9,pink,sweet,dragon fruit +7.3,round,229.7,129.8,red,sweet,pomegranate +10.6,oval,394.7,160.1,pink,sweet,dragon fruit +18.2,oval,1519.2,78.6,orange,sweet,papaya +20.4,oval,1571.4,83.1,orange,sweet,papaya +14.5,oval,1205.3,97.6,brown,tangy,pineapple +3.2,oval,10.6,30.5,red,sweet,cherry +0.9,round,4.9,43.9,blue,sweet,blueberry +8.5,oval,186,77,green,sweet,pear +8,round,287.2,90.2,green,sweet,custard apple +8.7,oval,170.6,65.6,green,sweet,pear +26.8,round,2899,141.8,green,sweet,watermelon +24,round,2819.5,151.8,green,sweet,watermelon +21.1,oval,1544.2,74.9,orange,sweet,papaya +6.4,round,231.6,125.5,red,sweet,pomegranate +1,round,5.3,10.8,purple,sweet,grape +9.1,oval,269.1,131.1,yellow,sweet,mango +8.2,oval,262.2,121.4,yellow,sweet,mango +8.2,oval,172.3,63.8,green,sweet,pear +7.8,round,280.7,91.8,green,sweet,custard apple +7.5,round,266,113.8,red,sweet,pomegranate +5.4,oval,54.1,19.2,orange,tangy,orange +3.7,round,51.6,64.6,purple,tangy,plum +1.1,round,4.9,10.2,purple,sweet,grape +7,round,217.7,59.9,green,sour,guava +23.2,round,3181.5,146.4,green,sweet,watermelon +4.7,oval,75.6,98.6,brown,tangy,kiwi +5.2,oval,78,91.3,brown,tangy,kiwi +7.3,round,206.8,58,green,sour,guava +18.3,oval,1521.9,73.1,orange,sweet,papaya +6.1,round,153.2,84.7,red,sweet,apple +3.8,round,48.9,75.1,purple,tangy,plum +3.9,round,48.6,67.8,purple,tangy,plum +1,round,4.6,9.3,purple,sweet,grape +16.4,round,1277,98.7,brown,sweet,coconut +9,oval,269.8,109.5,yellow,sweet,mango +7,round,192,54.2,green,sour,guava +6.8,round,185.5,60.4,green,sour,guava +5.2,oval,47.8,18.7,orange,tangy,orange +3.9,round,52.9,76.7,purple,tangy,plum +4.7,oval,54,21.7,orange,tangy,orange +1,round,4.9,38.8,blue,sweet,blueberry +25.7,round,2891.6,154.1,green,sweet,watermelon +9.2,oval,379.4,149.3,pink,sweet,dragon fruit +7.5,round,282.7,92.1,green,sweet,custard apple +5.2,oval,46.1,20.3,orange,tangy,orange +6.8,round,234.2,119.2,red,sweet,pomegranate +2.1,round,16.2,47.3,pink,sweet,lychee +20.5,oval,1563.3,87.6,orange,sweet,papaya +1.1,round,5.2,9.4,purple,sweet,grape +2.7,oval,10.6,31.9,red,sweet,cherry +8.6,oval,164.9,70.6,green,sweet,pear +10.1,oval,414.4,135.4,pink,sweet,dragon fruit +9.5,oval,256.3,130,yellow,sweet,mango +0.9,round,4.8,9.6,purple,sweet,grape +1,round,4.9,9,purple,sweet,grape +9.4,long,111.6,40.6,yellow,sweet,banana +5.3,oval,54.1,19.3,orange,tangy,orange +6.3,round,153.4,73.4,red,sweet,apple +4.6,oval,45.9,19.4,orange,tangy,orange +5.4,oval,46.8,18.6,orange,tangy,orange +3.3,oval,9.8,28.4,red,sweet,cherry +9.5,oval,431.2,135.3,pink,sweet,dragon fruit +6.5,round,254.3,108.3,red,sweet,pomegranate +3.3,oval,9.5,28.7,red,sweet,cherry +1.8,round,13.7,53.8,pink,sweet,lychee +10.8,oval,386.2,165,pink,sweet,dragon fruit +19.4,round,1177.7,90.6,brown,sweet,coconut +5,oval,80.2,100.1,brown,tangy,kiwi +1.9,round,15.1,50.6,pink,sweet,lychee +9.2,long,118.8,40.1,yellow,sweet,banana +5.1,oval,79.4,96.3,brown,tangy,kiwi +2,round,15.1,46.4,pink,sweet,lychee +4.1,round,49.9,76.9,purple,tangy,plum +26.6,round,3122.3,139.6,green,sweet,watermelon +9,long,111.2,39.4,yellow,sweet,banana +2.7,oval,10.2,31,red,sweet,cherry +9.8,oval,226.8,116.6,yellow,sweet,mango +4,round,45,75.2,purple,tangy,plum +5,oval,71.9,100.6,brown,tangy,kiwi +1.8,round,16.3,46.8,pink,sweet,lychee +6.5,round,146.2,80.7,red,sweet,apple +19.3,round,1244.7,109.7,brown,sweet,coconut +4,round,46.9,71.3,purple,tangy,plum +16.5,oval,1185.1,84.6,brown,tangy,pineapple +2,round,15.1,51.9,pink,sweet,lychee +8.5,oval,188.6,75,green,sweet,pear +19.5,round,1113,97.4,brown,sweet,coconut +7.2,round,299.4,86.7,green,sweet,custard apple +5.7,round,142.6,72.2,red,sweet,apple +4.2,round,52.6,74.8,purple,tangy,plum +1.1,round,4.6,9.8,purple,sweet,grape +6.6,round,245.7,119.3,red,sweet,pomegranate +9.2,oval,261.8,109,yellow,sweet,mango +3.2,oval,20,62.4,red,sweet,strawberry +8.7,oval,174.9,68.9,green,sweet,pear +16.7,round,1276.4,92.9,brown,sweet,coconut +19.8,oval,1551,72.3,orange,sweet,papaya +2.1,round,14.2,51.9,pink,sweet,lychee +8.5,oval,247.4,109.9,yellow,sweet,mango +19.7,oval,1638.1,84.6,orange,sweet,papaya +18.5,round,1135.4,100,brown,sweet,coconut +15,oval,1235.8,87.2,brown,tangy,pineapple +15,oval,1265.7,83.2,brown,tangy,pineapple +25,round,3278.8,141.7,green,sweet,watermelon +8.1,oval,180.3,68.6,green,sweet,pear +3.3,oval,10.3,29.6,red,sweet,cherry +0.9,round,5.3,41.2,blue,sweet,blueberry +18.2,round,1112.9,108.9,brown,sweet,coconut +27.2,round,2882.1,158.4,green,sweet,watermelon +6.3,round,161.1,85.2,red,sweet,apple +3.7,round,48.6,66.1,purple,tangy,plum +8.7,oval,193.5,69,green,sweet,pear +3.9,round,53.2,66.2,purple,tangy,plum +4.1,round,45.3,69.9,purple,tangy,plum +2.2,round,15.1,54.7,pink,sweet,lychee +5.1,oval,72.8,98.9,brown,tangy,kiwi +6.1,round,139.4,74.7,red,sweet,apple +2.1,round,16.4,52.9,pink,sweet,lychee +9.8,oval,241.1,127.6,yellow,sweet,mango +5.4,oval,74.1,98.5,brown,tangy,kiwi +1.9,round,15.5,50,pink,sweet,lychee +7.5,round,322.9,96.7,green,sweet,custard apple +4.1,round,47.3,67.1,purple,tangy,plum +3.8,round,52.2,76.4,purple,tangy,plum +5.1,oval,47.8,21.8,orange,tangy,orange +16.1,oval,1254,91.3,brown,tangy,pineapple +5.2,oval,75.9,96,brown,tangy,kiwi +3.8,round,48.9,69.6,purple,tangy,plum +6.3,round,190.4,55.6,green,sour,guava +4.7,oval,52.2,18.7,orange,tangy,orange +1.9,round,15.1,50.8,pink,sweet,lychee +7.6,round,255.8,113.7,red,sweet,pomegranate +16.8,round,1124.3,103.8,brown,sweet,coconut +6.2,round,153.2,75.6,red,sweet,apple +4.9,oval,50.6,20.8,orange,tangy,orange +18.1,oval,1531.4,88,orange,sweet,papaya +1,round,5,10.7,purple,sweet,grape +8.1,oval,190.3,67.5,green,sweet,pear +1,round,4.9,10.5,purple,sweet,grape +2.8,oval,9.4,31.2,red,sweet,cherry +3.1,oval,19.8,59.6,red,sweet,strawberry +7.6,oval,170.3,74,green,sweet,pear +7.5,round,185.5,65,green,sour,guava +7.2,round,188.3,65.9,green,sour,guava +6.9,round,194.6,63.4,green,sour,guava +9.4,oval,408.2,139.7,pink,sweet,dragon fruit +7.8,round,314.6,96.1,green,sweet,custard apple +27.1,round,2740.2,159.2,green,sweet,watermelon +7.4,round,292.8,92.9,green,sweet,custard apple +13.5,oval,1105.8,97.7,brown,tangy,pineapple +20.3,oval,1449.8,80.6,orange,sweet,papaya +10.9,oval,388.2,142.1,pink,sweet,dragon fruit +4,round,54.6,75.4,purple,tangy,plum +9.5,long,126.2,41.8,yellow,sweet,banana +5.5,oval,46.6,20.5,orange,tangy,orange +9.5,oval,408.6,144.6,pink,sweet,dragon fruit +8,round,325.2,90.9,green,sweet,custard apple +8.8,round,300.1,85.8,green,sweet,custard apple +7.3,round,229.7,123.4,red,sweet,pomegranate +4.5,oval,75.3,102.1,brown,tangy,kiwi +1.9,round,16.3,48.8,pink,sweet,lychee +18.5,round,1136.3,102.7,brown,sweet,coconut +8.7,oval,259.8,122.9,yellow,sweet,mango +2.9,oval,19.4,62.3,red,sweet,strawberry +6.3,round,210.3,61.1,green,sour,guava +8.5,oval,167.3,64.5,green,sweet,pear +10.3,long,127.7,41.9,yellow,sweet,banana +10.6,oval,369.4,140.6,pink,sweet,dragon fruit +3.2,oval,21.3,65.8,red,sweet,strawberry +9.9,oval,394,147.8,pink,sweet,dragon fruit +22.6,round,2821.2,155.6,green,sweet,watermelon +8.1,round,282.4,93.3,green,sweet,custard apple +9.3,oval,259.5,117.8,yellow,sweet,mango +7.2,round,185.5,63.3,green,sour,guava +10.9,oval,362.9,155.4,pink,sweet,dragon fruit +10.1,long,124.7,37.1,yellow,sweet,banana +3,oval,18.9,54.9,red,sweet,strawberry +8.4,oval,265.8,131.2,yellow,sweet,mango +20.8,oval,1524.4,84.8,orange,sweet,papaya +15.4,oval,1118.7,97.9,brown,tangy,pineapple +18.7,round,1127.3,94.1,brown,sweet,coconut +2.7,oval,10.2,32.7,red,sweet,cherry +7.2,oval,182.7,63.3,green,sweet,pear +9.7,long,124.7,43.2,yellow,sweet,banana +7.6,oval,196.9,74.3,green,sweet,pear +1.1,round,5,9.4,purple,sweet,grape +8.7,oval,181.4,73.3,green,sweet,pear +4.2,round,52,63.9,purple,tangy,plum +7.7,round,262.6,108.2,red,sweet,pomegranate +1.1,round,5,42.5,blue,sweet,blueberry +9.4,oval,232,130.2,yellow,sweet,mango +5.6,round,161.3,80.5,red,sweet,apple +5,oval,51.8,20.9,orange,tangy,orange +5.1,oval,69.2,93,brown,tangy,kiwi +9.7,oval,423,157.3,pink,sweet,dragon fruit +1.1,round,5.2,39.1,blue,sweet,blueberry +5.2,oval,74.5,90.1,brown,tangy,kiwi +7.5,oval,190.1,73.8,green,sweet,pear +10.3,long,110.6,42.7,yellow,sweet,banana +0.9,round,5.4,10,purple,sweet,grape +15.2,oval,1254.6,86.9,brown,tangy,pineapple +9.1,oval,247.7,109.5,yellow,sweet,mango +2.9,oval,19.8,57.4,red,sweet,strawberry +20.6,oval,1358.5,80.3,orange,sweet,papaya +1.1,round,5,10.9,purple,sweet,grape +5.4,oval,71.1,102.8,brown,tangy,kiwi +13.7,oval,1241,96.4,brown,tangy,pineapple +14.2,oval,1265.6,87,brown,tangy,pineapple +10.9,oval,398.5,148.7,pink,sweet,dragon fruit +1,round,5.1,10.3,purple,sweet,grape +3.1,oval,21.8,60.7,red,sweet,strawberry +8.4,round,291.7,95.6,green,sweet,custard apple +2.1,round,16.4,47.6,pink,sweet,lychee +1,round,4.6,9.7,purple,sweet,grape +17.8,round,1174.9,98.5,brown,sweet,coconut +4.8,oval,49.7,22,orange,tangy,orange +10.6,oval,422.2,150,pink,sweet,dragon fruit +1.1,round,5.1,10,purple,sweet,grape +5.1,oval,81.1,97.7,brown,tangy,kiwi +5.3,oval,78.8,104.3,brown,tangy,kiwi +8.7,round,301.2,86,green,sweet,custard apple +9.5,oval,407.8,159.8,pink,sweet,dragon fruit +9.3,oval,406.8,163.4,pink,sweet,dragon fruit +0.9,round,5,9.9,purple,sweet,grape +17.1,round,1203.7,96.9,brown,sweet,coconut +6.9,round,213,64.6,green,sour,guava +1,round,5.5,38.4,blue,sweet,blueberry +14.8,oval,1080.8,81,brown,tangy,pineapple +8.4,oval,239.1,122.8,yellow,sweet,mango +2.2,round,13.6,52,pink,sweet,lychee +6.8,round,184.2,62.5,green,sour,guava +6.5,round,228.6,116.3,red,sweet,pomegranate +4.6,oval,45.2,18.2,orange,tangy,orange +2.1,round,14.8,47.4,pink,sweet,lychee +3.1,oval,18.3,59.4,red,sweet,strawberry +7.3,round,226.7,123.3,red,sweet,pomegranate +9.1,oval,248.6,116.5,yellow,sweet,mango +24.6,round,3062.5,140.8,green,sweet,watermelon +6.8,round,217.4,57.8,green,sour,guava +3,oval,9,29.9,red,sweet,cherry +3.1,oval,9.8,32.4,red,sweet,cherry +26.7,round,2935,143.1,green,sweet,watermelon +9.2,oval,245,110.1,yellow,sweet,mango +1,round,5.1,39.2,blue,sweet,blueberry +20.8,oval,1450.2,72.1,orange,sweet,papaya +24.6,round,2894.2,164.5,green,sweet,watermelon +13.9,oval,1143,93.7,brown,tangy,pineapple +8.1,round,305.4,82.4,green,sweet,custard apple +1.8,round,14.8,54.9,pink,sweet,lychee +21.8,oval,1550.7,84.2,orange,sweet,papaya +10.5,long,124.9,40.9,yellow,sweet,banana +24.5,round,3119.7,160.5,green,sweet,watermelon +5.3,oval,45.2,20.1,orange,tangy,orange +3.8,round,52.2,68.8,purple,tangy,plum +9.5,long,130.6,40.6,yellow,sweet,banana +6.4,round,245.7,130.3,red,sweet,pomegranate +6.8,round,230.3,121.4,red,sweet,pomegranate +6.3,round,226.1,112.2,red,sweet,pomegranate +1.8,round,15.1,50.9,pink,sweet,lychee +7.5,oval,164.3,74.8,green,sweet,pear +18.1,round,1270.1,108.6,brown,sweet,coconut +4.9,oval,73.6,109.5,brown,tangy,kiwi +1.9,round,14.3,47.8,pink,sweet,lychee +19.4,oval,1561.5,76.4,orange,sweet,papaya +16.2,round,1179.6,94.4,brown,sweet,coconut +15,oval,1085.7,88.9,brown,tangy,pineapple +3.7,round,53.6,72.7,purple,tangy,plum +0.9,round,5,11,purple,sweet,grape +7.1,round,251.2,121,red,sweet,pomegranate +5.4,round,144.1,86.2,red,sweet,apple +4.6,oval,81.6,90.6,brown,tangy,kiwi +10.6,oval,424.6,151.1,pink,sweet,dragon fruit +4.7,oval,77.3,90.8,brown,tangy,kiwi +1,round,5.2,10.2,purple,sweet,grape +6.6,round,142,79.2,red,sweet,apple +6.7,round,262.7,110.2,red,sweet,pomegranate +5.4,oval,48.6,21.5,orange,tangy,orange +9,long,111.4,41.5,yellow,sweet,banana +1.1,round,5.1,10.5,purple,sweet,grape +1.8,round,15.3,46.6,pink,sweet,lychee +7.9,oval,174.8,67.8,green,sweet,pear +8.6,oval,164.6,68.6,green,sweet,pear +1,round,4.7,36.5,blue,sweet,blueberry +9.8,oval,235.1,130,yellow,sweet,mango +19.5,round,1094.4,94.4,brown,sweet,coconut +8.5,oval,238.7,130.8,yellow,sweet,mango +1,round,4.7,9.9,purple,sweet,grape +4.9,oval,76.6,91.1,brown,tangy,kiwi +7.5,oval,196.6,72.9,green,sweet,pear +26.3,round,3121.8,142.5,green,sweet,watermelon +5,oval,69.1,109.2,brown,tangy,kiwi +4.6,oval,50.5,18.2,orange,tangy,orange +9,oval,426.1,162.4,pink,sweet,dragon fruit +1,round,4.9,42.5,blue,sweet,blueberry +15.9,oval,1087.7,88.2,brown,tangy,pineapple +26.4,round,2781.2,163.3,green,sweet,watermelon +17.1,round,1239.3,107.7,brown,sweet,coconut +14.3,oval,1274.4,88.3,brown,tangy,pineapple +2.1,round,14.9,53.3,pink,sweet,lychee +9.1,long,109.5,37,yellow,sweet,banana +3.1,oval,19.5,59.7,red,sweet,strawberry +1,round,4.6,41.6,blue,sweet,blueberry +6.5,round,140.8,80.1,red,sweet,apple +7.3,round,231.9,124.7,red,sweet,pomegranate +21.3,oval,1372.8,86.5,orange,sweet,papaya +14.6,oval,1289.7,94.2,brown,tangy,pineapple +5.5,round,136.4,86.8,red,sweet,apple +15.2,oval,1192.4,85.3,brown,tangy,pineapple +22.7,round,2924.5,146.6,green,sweet,watermelon +16.8,round,1233.1,103.2,brown,sweet,coconut +19.8,round,1285.5,98.8,brown,sweet,coconut +1,round,4.8,38.9,blue,sweet,blueberry +8,round,271.4,88.9,green,sweet,custard apple +8.5,round,325.1,89.7,green,sweet,custard apple +3.2,oval,20.5,55.6,red,sweet,strawberry +4.6,oval,77.5,94.9,brown,tangy,kiwi +7.3,oval,178.6,64.4,green,sweet,pear +2.9,oval,10.8,29.2,red,sweet,cherry +2.1,round,15.7,45.4,pink,sweet,lychee +9.6,oval,239,124.4,yellow,sweet,mango +18.5,round,1220.1,104.1,brown,sweet,coconut +9.5,oval,270.8,119.8,yellow,sweet,mango +26,round,3039.4,154.6,green,sweet,watermelon +3.9,round,51.9,72.1,purple,tangy,plum +8,round,283.7,87.1,green,sweet,custard apple +14.6,oval,1091,98.2,brown,tangy,pineapple +5.7,round,160.1,82.9,red,sweet,apple +14.5,oval,1107.4,81.6,brown,tangy,pineapple +5.2,oval,46.3,18.5,orange,tangy,orange +9.7,long,112.9,37.7,yellow,sweet,banana +6,round,138.4,82.3,red,sweet,apple +16.5,round,1116.6,99.3,brown,sweet,coconut +25,round,2940.9,152.6,green,sweet,watermelon +22,oval,1365.8,73.3,orange,sweet,papaya +7,round,242.8,114.7,red,sweet,pomegranate +8.4,oval,178.8,76.2,green,sweet,pear +7.6,round,256.7,131,red,sweet,pomegranate +3.2,oval,18.7,57.6,red,sweet,strawberry +7.6,round,204.8,65.2,green,sour,guava +27.5,round,3132.1,136.1,green,sweet,watermelon +26.4,round,2889.1,164,green,sweet,watermelon +0.9,round,4.5,9.6,purple,sweet,grape +1,round,4.5,37.7,blue,sweet,blueberry +6.4,round,139.9,81.6,red,sweet,apple +7.9,oval,185.2,73.2,green,sweet,pear +9.8,long,113.4,38.8,yellow,sweet,banana +8.8,round,291.5,88.6,green,sweet,custard apple +5.2,oval,48.8,18.5,orange,tangy,orange +1,round,4.9,40.3,blue,sweet,blueberry +19.1,round,1214.1,92.8,brown,sweet,coconut +26.4,round,2725.2,149.5,green,sweet,watermelon +4.3,round,45.1,70.6,purple,tangy,plum +8.3,oval,181.2,74.8,green,sweet,pear +4.6,oval,51.9,19.9,orange,tangy,orange +27.4,round,3238.3,153.2,green,sweet,watermelon +15.1,oval,1259.3,95.1,brown,tangy,pineapple +10.1,long,115.7,43.3,yellow,sweet,banana +4.4,round,45.4,70.3,purple,tangy,plum +7.4,round,256.1,129.9,red,sweet,pomegranate +1,round,5.2,38.6,blue,sweet,blueberry +2.7,oval,10,30.3,red,sweet,cherry +7.3,round,318,97.2,green,sweet,custard apple +2.2,round,16.5,53.1,pink,sweet,lychee +1.1,round,5,10.5,purple,sweet,grape +21.6,oval,1408.6,84.2,orange,sweet,papaya +19.7,round,1117.4,105.5,brown,sweet,coconut +23,round,2989.3,144.8,green,sweet,watermelon +19.5,round,1317.6,97.6,brown,sweet,coconut +10.3,oval,377.2,154.4,pink,sweet,dragon fruit +10.6,oval,438.6,159.5,pink,sweet,dragon fruit +18.8,oval,1386.8,75.4,orange,sweet,papaya +8.1,round,309.3,98.3,green,sweet,custard apple +9.3,oval,425.6,136.4,pink,sweet,dragon fruit +5.4,oval,72.7,91.4,brown,tangy,kiwi +15.6,oval,1192.3,97.5,brown,tangy,pineapple +8.2,oval,178.2,72.3,green,sweet,pear +25.1,round,3254.8,154.9,green,sweet,watermelon +10.2,oval,401.1,150.7,pink,sweet,dragon fruit +19.4,oval,1467.6,74.8,orange,sweet,papaya +5,oval,47.5,18.3,orange,tangy,orange +7.3,oval,168.9,76.5,green,sweet,pear +3.8,round,45,72.8,purple,tangy,plum +4,round,51.8,65.3,purple,tangy,plum +1.8,round,13.9,53.3,pink,sweet,lychee +9,oval,269.6,126.3,yellow,sweet,mango +11,long,112.4,42.9,yellow,sweet,banana +18.6,round,1112.8,91,brown,sweet,coconut +7.4,round,271.1,122.7,red,sweet,pomegranate +5.2,oval,80.6,93.9,brown,tangy,kiwi +23.5,round,3293.2,154.3,green,sweet,watermelon +11,oval,421,144.6,pink,sweet,dragon fruit +2,round,14.2,45.7,pink,sweet,lychee +3.2,oval,18.1,62.4,red,sweet,strawberry +10.2,oval,390.9,154.2,pink,sweet,dragon fruit +3.3,oval,10.9,30.9,red,sweet,cherry +7.8,round,291.3,82.7,green,sweet,custard apple +25.1,round,3249.3,163,green,sweet,watermelon +7.2,round,253.7,128.3,red,sweet,pomegranate +9.9,oval,244.5,129,yellow,sweet,mango +2,round,16.4,52.2,pink,sweet,lychee +24.7,round,3170.5,141.4,green,sweet,watermelon +2.9,oval,18.3,60.6,red,sweet,strawberry +2.1,round,13.7,45.7,pink,sweet,lychee +19.7,oval,1621.4,82.1,orange,sweet,papaya +10,oval,410.6,154.8,pink,sweet,dragon fruit +1.1,round,4.7,9.9,purple,sweet,grape +26.4,round,3033.9,155.3,green,sweet,watermelon +7.7,round,317.7,93.9,green,sweet,custard apple +6.4,round,143.8,84.5,red,sweet,apple +8.7,oval,252.5,116.1,yellow,sweet,mango +10.3,oval,430.5,153.8,pink,sweet,dragon fruit +9.5,long,113.5,40,yellow,sweet,banana +7.5,round,309.9,93.4,green,sweet,custard apple +2,round,15.2,49.7,pink,sweet,lychee +7.4,round,326.4,93.8,green,sweet,custard apple +7.1,round,251.3,110.3,red,sweet,pomegranate +3,oval,10.1,31.7,red,sweet,cherry +6.3,round,198,60,green,sour,guava +1.9,round,14.4,53.6,pink,sweet,lychee +6,round,156.9,83.4,red,sweet,apple +27.2,round,3005.1,150,green,sweet,watermelon +2,round,14,48.1,pink,sweet,lychee +4.4,round,52.3,74.2,purple,tangy,plum +16.2,oval,1181.4,92.8,brown,tangy,pineapple +6.8,round,180.1,63.8,green,sour,guava +1,round,4.7,10.8,purple,sweet,grape +4.6,oval,47.4,20.7,orange,tangy,orange +7.2,round,258.5,116.2,red,sweet,pomegranate +0.9,round,5.1,9.7,purple,sweet,grape +6.5,round,148.9,85.6,red,sweet,apple +9.2,oval,271.9,130.1,yellow,sweet,mango +1,round,4.5,41.7,blue,sweet,blueberry +9.4,oval,254.6,112.5,yellow,sweet,mango +1.9,round,16.2,54.9,pink,sweet,lychee +5.3,oval,51.2,18.4,orange,tangy,orange +7.6,oval,169.9,76.7,green,sweet,pear +6.2,round,161.4,73.2,red,sweet,apple +8.5,round,300.9,89.2,green,sweet,custard apple +1.1,round,5.5,10,purple,sweet,grape +7.3,round,240.1,129,red,sweet,pomegranate +1.1,round,5.4,40.1,blue,sweet,blueberry +8.2,oval,177.7,63.4,green,sweet,pear +3,oval,18.1,61.1,red,sweet,strawberry +14.6,oval,1160,89.8,brown,tangy,pineapple +20,oval,1378,83.9,orange,sweet,papaya +19.2,oval,1411.4,83.6,orange,sweet,papaya +3.3,oval,20.2,61.5,red,sweet,strawberry +3.6,round,55,63.2,purple,tangy,plum +2.1,round,14.1,52.9,pink,sweet,lychee +8.8,oval,267.7,119.4,yellow,sweet,mango +7.3,round,193.3,58.2,green,sour,guava +10.4,oval,399.5,147.5,pink,sweet,dragon fruit +1.1,round,5.1,42.7,blue,sweet,blueberry +7.7,round,276,96.4,green,sweet,custard apple +2.7,oval,18.4,56.5,red,sweet,strawberry +6.4,round,206.4,59.1,green,sour,guava +10.6,oval,385.4,164.9,pink,sweet,dragon fruit +9.1,oval,381.6,135.4,pink,sweet,dragon fruit +1.1,round,4.8,10.1,purple,sweet,grape +0.9,round,5.2,9.8,purple,sweet,grape +1.1,round,5.1,10,purple,sweet,grape +5.8,round,138.9,77.1,red,sweet,apple +2.9,oval,9.2,30.3,red,sweet,cherry +1,round,5,39.1,blue,sweet,blueberry +4.6,oval,70.1,94.5,brown,tangy,kiwi +7.6,round,212.2,64.4,green,sour,guava +3.6,round,53.7,63.5,purple,tangy,plum +16.3,round,1312,99.7,brown,sweet,coconut +5.3,oval,74.7,96.8,brown,tangy,kiwi +10.5,long,128.4,41.9,yellow,sweet,banana +0.9,round,4.9,10.3,purple,sweet,grape +1.9,round,14.3,46.6,pink,sweet,lychee +2.8,oval,10.1,30.6,red,sweet,cherry +5.1,oval,49.4,19.3,orange,tangy,orange +9.1,oval,408.8,163.3,pink,sweet,dragon fruit +17.1,round,1212.9,95,brown,sweet,coconut +22,oval,1575.3,79.9,orange,sweet,papaya +4.1,round,53.9,69,purple,tangy,plum +4.8,oval,71,90.1,brown,tangy,kiwi +9.5,oval,240,127.7,yellow,sweet,mango +5.4,oval,45.8,19.1,orange,tangy,orange +7.5,round,209,56.1,green,sour,guava +7.5,round,313.7,98.2,green,sweet,custard apple +2.9,oval,10.7,32.9,red,sweet,cherry +1.8,round,15,52.7,pink,sweet,lychee +1,round,5.5,42.5,blue,sweet,blueberry +8,oval,188.5,66.8,green,sweet,pear +5.2,oval,54.7,20.3,orange,tangy,orange +1,round,5.1,9.1,purple,sweet,grape +7.5,round,289.5,98,green,sweet,custard apple +9.4,oval,259.4,114.2,yellow,sweet,mango +9.3,oval,234,126.3,yellow,sweet,mango +1.8,round,16,50.2,pink,sweet,lychee +3.2,oval,9.4,29.1,red,sweet,cherry +7.4,oval,187.3,71.4,green,sweet,pear +7.3,round,301.9,95,green,sweet,custard apple +9.7,oval,250.2,125.8,yellow,sweet,mango +7.8,round,313,91.8,green,sweet,custard apple +1,round,5.2,10.2,purple,sweet,grape +1,round,4.5,43.8,blue,sweet,blueberry +21.4,oval,1467.8,83.8,orange,sweet,papaya +7.7,oval,190.3,64.6,green,sweet,pear +7.7,oval,176.4,65.6,green,sweet,pear +15.9,oval,1097.7,98.9,brown,tangy,pineapple +7,round,180.8,54.7,green,sour,guava +6.3,round,147.6,80.9,red,sweet,apple +20.5,oval,1624.5,83.5,orange,sweet,papaya +0.9,round,5.2,9.5,purple,sweet,grape +9.5,long,121.5,37.9,yellow,sweet,banana +5,oval,49.1,18.8,orange,tangy,orange +15.1,oval,1198.8,83.2,brown,tangy,pineapple +19.7,oval,1359.5,86,orange,sweet,papaya +13.6,oval,1300.3,98.1,brown,tangy,pineapple +3.7,round,45.9,65.4,purple,tangy,plum +2.8,oval,10.6,32.9,red,sweet,cherry +4.6,oval,82.5,105.9,brown,tangy,kiwi +15.1,oval,1270.2,81.5,brown,tangy,pineapple +6.5,round,204.2,64.8,green,sour,guava +8,oval,164.6,72.1,green,sweet,pear +4.6,oval,80.5,109.5,brown,tangy,kiwi +2.7,oval,9.5,31.9,red,sweet,cherry +4.3,round,49.6,63.4,purple,tangy,plum +1,round,5.3,37.1,blue,sweet,blueberry +10.8,oval,438.2,142.8,pink,sweet,dragon fruit +1,round,4.5,41.2,blue,sweet,blueberry +10.6,long,111.3,39.7,yellow,sweet,banana +15.9,oval,1214.2,94.9,brown,tangy,pineapple +6.8,round,210.6,65.2,green,sour,guava +14.9,oval,1120.4,94,brown,tangy,pineapple +7.5,oval,196.8,73.4,green,sweet,pear +5.6,round,144.2,83.2,red,sweet,apple +1,round,5.3,42.8,blue,sweet,blueberry +5.4,oval,80.2,105.3,brown,tangy,kiwi +2,round,14,50.7,pink,sweet,lychee +5.1,oval,69.1,92.9,brown,tangy,kiwi +24.9,round,2713.6,147.4,green,sweet,watermelon +0.9,round,4.6,37.5,blue,sweet,blueberry +7.7,oval,167.9,66,green,sweet,pear +7.6,round,201.4,59.8,green,sour,guava +4.8,oval,54.7,20.6,orange,tangy,orange +23.3,round,3231.3,149.6,green,sweet,watermelon +3.1,oval,20.2,57.6,red,sweet,strawberry +6.6,round,211,60.6,green,sour,guava +15.6,oval,1196.6,84.6,brown,tangy,pineapple +9,oval,421.3,164,pink,sweet,dragon fruit +5.4,oval,48.9,21.6,orange,tangy,orange +13.8,oval,1087.3,82.3,brown,tangy,pineapple +5.2,oval,67.8,94.3,brown,tangy,kiwi +4.4,round,52.5,75.6,purple,tangy,plum +5.2,oval,46.8,20.9,orange,tangy,orange +6.6,round,203.3,62.1,green,sour,guava +25.1,round,2981.8,161.8,green,sweet,watermelon +8.1,oval,187.1,68.1,green,sweet,pear +4.6,oval,72.2,98.8,brown,tangy,kiwi +20.2,oval,1607.6,74.3,orange,sweet,papaya +4.7,oval,68.6,93.8,brown,tangy,kiwi +27.2,round,2950.1,157.7,green,sweet,watermelon +8.5,oval,268.8,119.3,yellow,sweet,mango +7.9,round,293.4,90.2,green,sweet,custard apple +15.2,oval,1223.5,85.6,brown,tangy,pineapple +18.8,oval,1359,87.5,orange,sweet,papaya +8.4,round,325.5,98.9,green,sweet,custard apple +3,oval,10.7,28.3,red,sweet,cherry +5.4,round,162.6,72.2,red,sweet,apple +2.9,oval,9.6,30.5,red,sweet,cherry +5.5,round,160.6,76.8,red,sweet,apple +18.3,round,1099,98.6,brown,sweet,coconut +3.1,oval,21.3,64.7,red,sweet,strawberry +7.7,oval,163.1,75,green,sweet,pear +5.5,round,145.3,72,red,sweet,apple +9.5,oval,246.1,109,yellow,sweet,mango +24.7,round,2763.3,163.8,green,sweet,watermelon +4.7,oval,76.8,98.7,brown,tangy,kiwi +2.2,round,16.4,51.9,pink,sweet,lychee +6.1,round,149.3,86,red,sweet,apple +14.2,oval,1296.1,82.7,brown,tangy,pineapple +7.2,round,324.4,82.9,green,sweet,custard apple +5.3,oval,69.4,100.3,brown,tangy,kiwi +4.7,oval,72.7,109.3,brown,tangy,kiwi +1,round,5.3,9.8,purple,sweet,grape +19.8,oval,1459.8,72,orange,sweet,papaya +1,round,5.1,9.6,purple,sweet,grape +2.8,oval,20,64.4,red,sweet,strawberry +1.9,round,14.3,54.8,pink,sweet,lychee +7.5,round,196.7,59,green,sour,guava +3.1,oval,9.5,31.7,red,sweet,cherry +0.9,round,5.5,38.6,blue,sweet,blueberry +7.8,round,315.2,97.2,green,sweet,custard apple +7.5,oval,162.3,69,green,sweet,pear +9.5,oval,364.8,142.1,pink,sweet,dragon fruit +11,long,122.9,43.7,yellow,sweet,banana +10.9,oval,433.1,136.4,pink,sweet,dragon fruit +9.6,oval,268.8,118.8,yellow,sweet,mango +2.1,round,14.7,46,pink,sweet,lychee +5.1,oval,53.8,19.8,orange,tangy,orange +2.8,oval,9.2,31.3,red,sweet,cherry +24.1,round,3114.5,144.8,green,sweet,watermelon +6.6,round,269.4,121.3,red,sweet,pomegranate +16.4,oval,1132.6,91.9,brown,tangy,pineapple +3.8,round,46.9,74.2,purple,tangy,plum +9.5,long,125.7,41.4,yellow,sweet,banana +7.6,round,239.1,120.1,red,sweet,pomegranate +24.4,round,3220.5,156,green,sweet,watermelon +2.8,oval,10,27.7,red,sweet,cherry +2.8,oval,10.7,28.5,red,sweet,cherry +20.5,oval,1407.4,87.4,orange,sweet,papaya +4.7,oval,69.7,99.1,brown,tangy,kiwi +2.7,oval,20.3,57.5,red,sweet,strawberry +10.1,long,126.8,39,yellow,sweet,banana +9.8,oval,375.8,140.2,pink,sweet,dragon fruit +2.9,oval,19.1,55,red,sweet,strawberry +0.9,round,4.7,9,purple,sweet,grape +5,oval,82.1,102.2,brown,tangy,kiwi +8.5,round,320.2,83.8,green,sweet,custard apple +8.4,oval,241.5,115.5,yellow,sweet,mango +10.1,long,119.6,41.5,yellow,sweet,banana +20.7,oval,1364.4,81.5,orange,sweet,papaya +8.8,oval,269.3,131.7,yellow,sweet,mango +3.3,oval,21.2,59.8,red,sweet,strawberry +3.3,oval,9.4,32.3,red,sweet,cherry +7.6,round,236.9,108.2,red,sweet,pomegranate +7.9,round,321.8,94.3,green,sweet,custard apple +5.5,oval,51.3,21.8,orange,tangy,orange +8.5,oval,166,67,green,sweet,pear +14.8,oval,1209.9,93.1,brown,tangy,pineapple +9.9,long,127.8,37.1,yellow,sweet,banana +5.3,oval,77,109.5,brown,tangy,kiwi +26.6,round,3017,148.2,green,sweet,watermelon +13.6,oval,1251.3,98.6,brown,tangy,pineapple +21,oval,1610,73.3,orange,sweet,papaya +4.5,oval,49.7,20.4,orange,tangy,orange +4.7,oval,45.9,19.5,orange,tangy,orange +9.1,oval,421.3,143.5,pink,sweet,dragon fruit +5.5,oval,74,101.6,brown,tangy,kiwi +1.1,round,5.4,37.8,blue,sweet,blueberry +8.3,oval,182.9,74.3,green,sweet,pear +4.1,round,53.1,64.5,purple,tangy,plum +9.1,long,111.5,36.2,yellow,sweet,banana +0.9,round,5.1,9.5,purple,sweet,grape +5.3,oval,78.3,96,brown,tangy,kiwi +7.6,round,194.9,62.3,green,sour,guava +10.3,long,114.3,38.1,yellow,sweet,banana +2.9,oval,10.2,28.9,red,sweet,cherry +26.3,round,3190.8,136.4,green,sweet,watermelon +4.1,round,46.3,76.6,purple,tangy,plum +2.8,oval,9.7,31.9,red,sweet,cherry +3.3,oval,21.7,58,red,sweet,strawberry +17.3,round,1237.7,102,brown,sweet,coconut +2.9,oval,10.6,31.1,red,sweet,cherry +3,oval,11,28.2,red,sweet,cherry +6.7,round,255.7,110.5,red,sweet,pomegranate +9.4,oval,275,127.2,yellow,sweet,mango +16.2,oval,1157.1,88.4,brown,tangy,pineapple +1.1,round,5.4,10.5,purple,sweet,grape +9.7,oval,366.5,162.5,pink,sweet,dragon fruit +2.2,round,13.6,46.2,pink,sweet,lychee +7.4,round,265.2,115.8,red,sweet,pomegranate +2.8,oval,10.4,28.9,red,sweet,cherry +1,round,4.6,37.3,blue,sweet,blueberry +7.5,oval,176.9,75.4,green,sweet,pear +4.9,oval,54.4,19.1,orange,tangy,orange +14,oval,1213.4,91.7,brown,tangy,pineapple +7.7,round,218.5,55.2,green,sour,guava +1,round,4.6,43.5,blue,sweet,blueberry +18.2,round,1303,108.7,brown,sweet,coconut +7.3,round,226.1,117.6,red,sweet,pomegranate +3.1,oval,21.5,65.1,red,sweet,strawberry +9.6,oval,268.8,116.2,yellow,sweet,mango +3.7,round,52.1,74.1,purple,tangy,plum +1,round,4.8,37.9,blue,sweet,blueberry +15.4,oval,1182.7,86.1,brown,tangy,pineapple +17.9,round,1198.4,100,brown,sweet,coconut +5,oval,77.7,102.6,brown,tangy,kiwi +3.9,round,49.5,64.8,purple,tangy,plum +22.5,round,3202,156.5,green,sweet,watermelon +1,round,5.4,39.6,blue,sweet,blueberry +7.4,round,216.5,59.6,green,sour,guava +6.2,round,147.1,76.1,red,sweet,apple +3.3,oval,18.1,59.1,red,sweet,strawberry +21.5,oval,1358.7,77.7,orange,sweet,papaya +19.8,oval,1519.8,85.1,orange,sweet,papaya +6,round,162.5,79.5,red,sweet,apple +4.6,oval,71.5,101.2,brown,tangy,kiwi +4.6,oval,53.3,19.3,orange,tangy,orange +7.4,oval,177,67.2,green,sweet,pear +4.7,oval,80.7,100.5,brown,tangy,kiwi +3.7,round,49.7,72.7,purple,tangy,plum +2.8,oval,18.1,65.5,red,sweet,strawberry +8.7,oval,177.7,72.2,green,sweet,pear +18,round,1165,107,brown,sweet,coconut +7.2,round,252.1,111.3,red,sweet,pomegranate diff --git a/project/Task8/main.ipynb b/project/Task8/main.ipynb new file mode 100644 index 00000000..7d05297d --- /dev/null +++ b/project/Task8/main.ipynb @@ -0,0 +1,1004 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e9a2d2b1-19f8-40ad-9769-1c640d25112d", + "metadata": {}, + "source": [ + "# Задача 8. Сравнение методов классификации\n", + "\n", + "** **Дедлайн**: 28.11.2025, 23:59\n", + "* Полный балл: 15\n", + "\n", + "## Задача\n", + "\n", + "- [ ] Найти данные, на которых интересно будет решать задачу классификации (больше `1000` строк, больше `5` признаков).\n", + "- [ ] Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (**Data Cleaning**).\n", + "- [ ] Выполнить разведочный анализ (**EDA**), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи классификации.\n", + "- [ ] При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (**Feature Engineering**).\n", + "- [ ] Используя **подбор гиперпараметров**, **кросс-валидацию** и при необходимости **масштабирование данных**, добиться наилучшего качества предсказания для библиотечных реализаций (например, из **sklearn**) четырёх методов классификации.\n", + "- [ ] Сравнить все обученные модели, построить их **confusion matrices**. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных.\n", + "- [ ] (**Доп., +5 балла**) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "08a1301b-2fad-4029-9302-3b7135b36281", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.compose import ColumnTransformer\n", + "from sklearn.preprocessing import OneHotEncoder, StandardScaler\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier,GradientBoostingClassifier\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.model_selection import cross_val_score\n", + "from sklearn.metrics import confusion_matrix" + ] + }, + { + "cell_type": "markdown", + "id": "b1681227-3ca5-4e0e-ad0a-28c72e8859ce", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "21998860-d203-4c48-8693-861ea4a964e7", + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.read_csv('fruit_classification_dataset.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "3fa2ed90-d039-434d-8653-7ad4ecc32709", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)shapeweight (g)avg_price (₹)colortastefruit_name
025.4round3089.2137.1greensweetwatermelon
\n", + "
" + ], + "text/plain": [ + " size (cm) shape weight (g) avg_price (₹) color taste fruit_name\n", + "0 25.4 round 3089.2 137.1 green sweet watermelon" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[:1]" + ] + }, + { + "cell_type": "markdown", + "id": "a12a59b9-4609-4632-9e51-83e0fc967b12", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "### Сначала категориальные переменные + графики" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "1e4e9795-3892-42fe-9662-a85db2750379", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(5,4)) \n", + "sns.histplot(df['shape'], bins=3, color='skyblue', kde=False)\n", + "\n", + "plt.title('Распределение значений столбца shape', fontsize=12)\n", + "plt.xlabel('Форма', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "41e9b525-63d8-4f7b-afc2-edaed4c06917", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(5,4)) \n", + "sns.histplot(df['color'], bins=20, color='skyblue', kde=False)\n", + "plt.xticks(rotation=45)\n", + "plt.title('Распределение значений столбца color', fontsize=12)\n", + "plt.xlabel('Цвет', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8d4a585e-12e7-4277-868c-9780d5e6997c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(5,4)) \n", + "sns.histplot(df['taste'], bins=20, color='skyblue', kde=False)\n", + "plt.xticks(rotation=45)\n", + "plt.title('Распределение значений столбца taste', fontsize=12)\n", + "plt.xlabel('Вкус', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ] + }, + { + "cell_type": "markdown", + "id": "2aba1155-34b4-4692-9ecc-271f2dee63f3", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "### Теперь визуализация через таблицы" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "f85793c1-af07-4d57-99d5-da8dfee904f0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "size (cm) 0\n", + "shape 0\n", + "weight (g) 0\n", + "avg_price (₹) 0\n", + "color 0\n", + "taste 0\n", + "fruit_name 0\n", + "dtype: int64" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.isna().sum() # нан-ов нет" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "ec2669db-f6ac-4c49-a3a8-26d43cfb9703", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)weight (g)avg_price (₹)
count10000.00000010000.00000010000.000000
mean8.430600455.45772077.016720
std6.396915731.64308738.946916
min0.9000004.5000009.000000
25%3.70000045.80000045.575000
50%7.200000168.80000075.400000
75%10.100000365.275000100.700000
max27.5000003299.800000165.000000
\n", + "
" + ], + "text/plain": [ + " size (cm) weight (g) avg_price (₹)\n", + "count 10000.000000 10000.000000 10000.000000\n", + "mean 8.430600 455.457720 77.016720\n", + "std 6.396915 731.643087 38.946916\n", + "min 0.900000 4.500000 9.000000\n", + "25% 3.700000 45.800000 45.575000\n", + "50% 7.200000 168.800000 75.400000\n", + "75% 10.100000 365.275000 100.700000\n", + "max 27.500000 3299.800000 165.000000" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[['size (cm)','weight (g)','avg_price (₹)']].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "10b49f39-ae70-44d3-8bf1-460c8ee409ce", + "metadata": {}, + "source": [ + "\"выбросы\" есть, но это полезные данные, так что с ними ничего не делаем." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "ed6437b2-c1ea-46ad-831a-e9ccf9c82487", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n", + "
" + ], + "text/plain": [ + " size (cm) weight (g) avg_price (₹)\n", + "size (cm) 1.000000 0.918319 0.602929\n", + "weight (g) 0.918319 1.000000 0.550370\n", + "avg_price (₹) 0.602929 0.550370 1.000000" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[['size (cm)','weight (g)','avg_price (₹)']].corr()" + ] + }, + { + "cell_type": "markdown", + "id": "7f1389e1-eda6-4a4f-a020-fb7fd89a0066", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "## Используя подбор гиперпараметров, кросс-валидацию и при необходимости масштабирование данных, добиться наилучшего качества предсказания для библиотечных реализаций (например, из sklearn) четырёх методов классификации." + ] + }, + { + "cell_type": "markdown", + "id": "27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7", + "metadata": {}, + "source": [ + "Используем решающие деревья + catboost" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "6898d6fa-0679-45c9-be4d-b19c6488930b", + "metadata": {}, + "outputs": [], + "source": [ + "X = df.drop(\"fruit_name\", axis=1)\n", + "y = df[\"fruit_name\"]\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "44ce80c5-1f9f-4a75-b7f9-555a58521a79", + "metadata": {}, + "outputs": [], + "source": [ + "numeric_features = [\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]\n", + "categorical_features = [\"shape\", \"color\", \"taste\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "38b0255a-4d02-443a-a3ce-52da65e97895", + "metadata": {}, + "outputs": [], + "source": [ + "preprocess = ColumnTransformer([\n", + " (\"num\", StandardScaler(), numeric_features),\n", + " (\"cat\", OneHotEncoder(handle_unknown=\"ignore\"), categorical_features)\n", + "])" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "b3cf06fc-a316-4d45-a15f-775da75a39ad", + "metadata": {}, + "outputs": [], + "source": [ + "dt_pipe = Pipeline([\n", + " (\"preprocess\", preprocess),\n", + " (\"model\", DecisionTreeClassifier(max_depth=None, random_state=42))\n", + "])\n", + "rf_pipe = Pipeline([\n", + " (\"preprocess\", preprocess),\n", + " (\"model\", RandomForestClassifier(\n", + " n_estimators=200,\n", + " max_depth=4,\n", + " random_state=42\n", + " ))\n", + "])\n", + "gb_pipe = Pipeline([\n", + " (\"preprocess\", preprocess),\n", + " (\"model\", GradientBoostingClassifier(\n", + " n_estimators=300,\n", + " learning_rate=0.05,\n", + " max_depth=3,\n", + " random_state=42\n", + " ))\n", + "])\n", + "cat_features = [X.columns.get_loc(col) for col in categorical_features]\n", + "cat_model = CatBoostClassifier(\n", + " iterations=500,\n", + " learning_rate=0.05,\n", + " depth=6,\n", + " loss_function=\"MultiClass\",\n", + " verbose=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "a09accf9-b26f-455c-911e-1bbdfb7eba72", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dt_pipe.fit(X_train, y_train)\n", + "rf_pipe.fit(X_train, y_train)\n", + "gb_pipe.fit(X_train, y_train)\n", + "cat_model.fit(\n", + " X_train,\n", + " y_train,\n", + " cat_features=cat_features\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "3738a8ae-7db5-4cac-86a5-1742d11c0fac", + "metadata": {}, + "outputs": [], + "source": [ + "models = {\n", + " \"Decision Tree\": dt_pipe,\n", + " \"Random Forest\": rf_pipe,\n", + " \"Gradient Boosting\": gb_pipe,\n", + " \"CatBoost\": cat_model\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "44ea1862-3e7b-44a7-b770-6ef9d21e0428", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "F1-macro scores:\n", + "\n", + "Decision Tree: 1.0000\n", + "Random Forest: 1.0000\n", + "Gradient Boosting: 1.0000\n", + "CatBoost: 1.0000\n" + ] + } + ], + "source": [ + "print(\"F1-macro scores:\\n\")\n", + "for name, model in models.items():\n", + " y_pred = model.predict(X_test)\n", + " f1_macro = f1_score(y_test, y_pred, average=\"macro\")\n", + " print(f\"{name}: {f1_macro:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "addbb402-3acc-4e48-b7f0-c2de528f2209", + "metadata": {}, + "source": [ + "Мы получили f1=1. Из-за чего?" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "18fc3058-b470-4bdf-a368-d8b2cd83de7a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1. 1. 1. 1. 1.] 1.0\n" + ] + } + ], + "source": [ + "score = cross_val_score(rf_pipe, X, y, cv=5, scoring=\"f1_macro\")\n", + "print(score, score.mean())" + ] + }, + { + "cell_type": "markdown", + "id": "b8b7915a-b5eb-484a-9bee-d6b582d8f605", + "metadata": {}, + "source": [ + "Получается, данные слишком просто различаются. Теперь посмотрим, как справится моя самописная модель." + ] + }, + { + "cell_type": "markdown", + "id": "248e3a63-36b2-4e44-a48c-8b80f21d9617", + "metadata": {}, + "source": [ + "## (Доп., +5 балла) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." + ] + }, + { + "cell_type": "markdown", + "id": "cd15b3c3-6c6e-469a-b224-2038def79436", + "metadata": {}, + "source": [ + "Нам нужна ovr-регрессия, потому что у нас 2+ классов" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "91eecf25-818a-4b3d-82b8-ffb475539d2f", + "metadata": {}, + "outputs": [], + "source": [ + "class LogisticRegressionOvR:\n", + " def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n", + " self.learning_rate = learning_rate\n", + " self.n_iters = n_iters\n", + " self.reg_lambda = reg_lambda\n", + " self.classes = None\n", + " self.models = {}\n", + "\n", + " def fit(self, X, y):\n", + " self.classes = np.unique(y)\n", + "\n", + " for cls in self.classes:\n", + " binary_y = np.where(y == cls, 1, 0)\n", + " model = LogisticRegressionScratch(\n", + " learning_rate=self.learning_rate,\n", + " n_iters=self.n_iters,\n", + " reg_lambda=self.reg_lambda\n", + " )\n", + " model.fit(X, binary_y)\n", + " self.models[cls] = model\n", + "\n", + " def predict_proba(self, X):\n", + " probs = np.column_stack([\n", + " self.models[cls].predict_proba(X) for cls in self.classes\n", + " ])\n", + " return probs / probs.sum(axis=1, keepdims=True)\n", + "\n", + " def predict(self, X):\n", + " probs = self.predict_proba(X)\n", + " class_indices = np.argmax(probs, axis=1)\n", + " return self.classes[class_indices]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "c2e18906-3f3e-47d8-9c3b-f324de623235", + "metadata": {}, + "outputs": [], + "source": [ + "X_num = df[[\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]]\n", + "X_cat = pd.get_dummies(df[[\"shape\", \"color\", \"taste\"]])" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "2b4be484-7d5c-4ed7-93af-b924c5cbc407", + "metadata": {}, + "outputs": [], + "source": [ + "X = np.hstack([StandardScaler().fit_transform(X_num), X_cat.values])\n", + "y = df[\"fruit_name\"].values" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "a0515772-f735-46c5-ad4b-2cdd39fb2715", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test_log = train_test_split(X, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "id": "6efffcd8-f73e-46ad-9b31-5303980342ab", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "my_logreg = LogisticRegressionOvR(\n", + " learning_rate=0.05,\n", + " n_iters=3000,\n", + " reg_lambda=0.01\n", + ")\n", + "\n", + "my_logreg.fit(X_train, y_train)\n", + "y_pred_my_log = my_logreg.predict(X_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "0b154782-8a56-46cc-a968-9365530f8131", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9974926481968736" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "f1_macro = f1_score(y_test_log, y_pred_my_log, average=\"macro\")\n", + "f1_macro" + ] + }, + { + "cell_type": "markdown", + "id": "7b24ed4b-1ea3-4227-ab5d-f9da57b2adce", + "metadata": {}, + "source": [ + "А моя регрессия где-то допустила ошибку, интересно." + ] + }, + { + "cell_type": "markdown", + "id": "16128285-fcd2-459c-a4e9-2322c56035d0", + "metadata": {}, + "source": [ + "## Сравнить все обученные модели, построить их confusion matrices. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных." + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "ff499fc7-25a6-43e6-9bba-608e82ab2eea", + "metadata": {}, + "outputs": [], + "source": [ + "models = {\n", + " \"Decision Tree\": dt_pipe,\n", + " \"Random Forest\": rf_pipe,\n", + " \"Gradient Boosting\": gb_pipe,\n", + " \"CatBoost\": cat_model\n", + "}\n" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "679dca2c-f437-4fca-8773-15a11568ec4c", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_confusion_matrix(y_true, y_pred, classes, title):\n", + " cm = confusion_matrix(y_true, y_pred, labels=classes)\n", + " plt.figure(figsize=(6,5))\n", + " sns.heatmap(cm,annot=True,xticklabels=classes,yticklabels=classes)\n", + " plt.title(title, fontsize=14)\n", + " plt.xlabel(\"Predicted\", fontsize=12)\n", + " plt.ylabel(\"True\", fontsize=12)\n", + " plt.tight_layout()\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "05cf051c-3467-4d4b-8671-be33c43aeefd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Decision Tree\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAj8AAAHqCAYAAADrty82AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXl4TNf/x18zyWSyiuxbQ+xL7bVTYmsstXShVVVqp6hdEZoUDSpi60+JNrSqSltLKRoqaosl9qV2Yo9YskhMMpn7+yNfw8giyUy4mZzX89xH5txz3vd97kzGJ+ecez4KSZIkBAKBQCAQCIoJyldtQCAQCAQCgeBlIoIfgUAgEAgExQoR/AgEAoFAIChWiOBHIBAIBAJBsUIEPwKBQCAQCIoVIvgRCAQCgUBQrBDBj0AgEAgEgmKFCH4EAoFAIBAUK0TwIxAIBAKBoFghgh+BQPBKCAoKQqFQEBUVVaD2fn5++Pn5mdSTQCAoHojgRyAwc65cuYJCoTA4bG1t8fb2plWrVkyZMoWLFy++aptFFj8/vyz3N7fjypUrr9qyQFDsUYjcXgKBeXPlyhXKlClDuXLl+PjjjwHQaDTExcVx4MABTp48iYWFBePGjWP69OkoFIqX4is+Pp74+HhKlSqFra1tvts/CdjKlStnamv5Yu7cuTx8+DBLWUJCAl9++WWW+iNGjKBkyZIvx5xAIMgWEfwIBGbOk+AnICCALVu2ZDm/a9cuPvnkE65cuUJgYCBTp059BS7NCz8/P65evYr4ehUI5ImY9hIIijlvvvkmW7duRa1WM2vWLK5du5alzvr162nVqhVOTk5YW1tTrVo1Zs+eTUZGRraaGzZsICAgABcXF6ytrfHz86Nnz56cPHlSXyenNT87duygXbt2eHt7o1ar8fb2xt/fn6VLlxrUy2nNT0pKCkFBQVSuXBlra2ucnZ3p0KEDe/fuzVL3WQ+rV6+mTp062NjY4OXlxfDhw0lNTc3DHcw7CoUCf39/bty4Qe/evfH09ESpVBrcg3///ZeOHTvi6uqKWq2mQoUKBAYGkpKSkq1mfusLBAIR/AgEAqBixYp88MEHpKWlsW7dOoNzEydOpEuXLpw7d4733nuPIUOGYG1tzdixY/nwww+zaI0bN47OnTtz6NAhunTpwsiRI2natCnbtm1j27ZtufrYtGkTrVq1Yv/+/QQEBDB69Gg6dOjAo0eP+Pnnn1/YD41GQ6tWrQgODsbOzo4RI0bQpUsXoqKiaN68OX/88Ue27b799lv69OlDlSpVGDx4ME5OTixYsIB+/fq98Jr55d69ezRq1IijR4/ywQcfMHDgQEqUKAHAd999h7+/P3v37uXtt99m+PDh+Pj4MH36dNq0aUNaWpqBVn7rCwSC/yEJBAKz5vLlyxIgBQQE5Frv+++/lwCpZ8+e+rK///5bAqR27dpJjx490pfrdDpp0KBBEiD99ttv+vJNmzZJgFS9enUpPj7eQD89PV26ffu2/vWXX34pAdKOHTv0Ze+++64ESMeOHcvi73m90qVLS6VLlzYo++qrryRA6tGjh6TT6fTlx44dk9RqteTk5CQlJiZm8eDo6Cj9999/+vKUlBSpYsWKkkKhkG7cuJHTLcuR0qVLS9l9vQISIH366aeSVqs1OHfq1CnJ0tJSql27tnTv3j2DcyEhIRIgzZ49u8D1BQLBU8TIj0AgAMDb2xvIXIj8hIULFwKwePFig0XJCoWCGTNmoFAo+OWXX/Tl3377LQDz5s3DxcXFQN/S0hIPD488ebGxsclS9rxedixbtgyVSqX39oQaNWrQu3dvHjx4wPr167O0+/zzz6lUqZLB9bt3744kScTExOTJc16xsrJi1qxZWFhYGJQvXrwYrVbL/PnzcXZ2Njg3btw43NzcDO51fusLBIKnWL5qAwKBQB5I2SzOjY6Oxs7Oju+//z7bNjY2Nvz333/61wcOHECtVtO8efMCeejWrRt//PEHDRo0oHv37rRs2ZI333wTd3f3F7ZNTEzk0qVLVKlShddeey3LeX9/fxYvXszRo0f1T709oU6dOlnqP9F4/kkuYylTpgyurq5ZyqOjowHYsmVLttODKpXK4F7nt75AIHiKCH4EAgEAt27dAsDNzU1fdv/+fbRaLcHBwTm2e/Tokf7nhw8f4uPjg1JZsEHlDz74AJVKxdy5c1m8eDH/93//p18kPGfOHGrVqpVj28TERIAcR5c8PT0BSEhIyHLO0dExS5mlZebXY06LugtKTv7u378PwPTp0/Okk9/6AoHgKWLaSyAQAOifOKpXr56+rESJEri4uCBJUo7H5cuX9fVLlizJ7du30el0Bfbx7rvv8u+//3L//n02b95Mv3792LlzJwEBAbmOwjxZNHznzp1szz8pf1LvVZHTPkpPfCUmJuZ6vwtaXyAQPEUEPwKBgHPnzrF69WrUajXvvPOOvrxBgwbcu3eP8+fP50mnfv36aDQadu7cabSnEiVK0LZtW5YsWULv3r2Ji4tj//79udYvW7YsFy5c4MaNG1nOP/GU2+jRq6RBgwbA0+ksU9cXCARPEcGPQFDM2b17NwEBAWg0GiZMmICPj4/+3PDhwwHo06cP9+7dy9L29u3bnDlzRv/6s88+AzIXED+ZlnmCVqvNcVTmCdu3b+fx48dZyuPi4oDsF0I/S69evUhPT2fChAkGox4nT54kIiICR0dHunTpkqvGq2LIkCFYWloybNiwbPdaevjwIUeOHClwfYFA8BSx5kcgKCZcuHCBoKAgANLS0vQjKU/SWwQGBjJlyhSDNm3btmXy5MlMnTqV8uXL07ZtW0qXLs29e/e4cOECu3btYtq0aVSpUgWA9u3bM2bMGGbPnk2FChV45513cHd358aNG2zfvp0xY8YwYsSIHD2OHj2a2NhY/P399Tmzdu/ezYEDB2jcuDFNmjTJtY/jxo1j06ZN/PTTT5w5c4ZWrVpx9+5dfv31V9LT0/nxxx9xcHAw6j4WFtWqVeP//u//GDx4MJUqVaJ9+/aUK1dOv5B7586d9O7dm++++65A9QUCwTO8vKfqBQLBq+DJPj/PHjY2NpKXl5fUokULafLkydKFCxdy1YiMjJQ6duwoubm5SSqVSvL09JQaNWokTZ06VYqNjc1S//fff5datGghOTo6Smq1WvLz85N69uwpnTx5Ul8nu31+Vq1aJXXr1k0qV66cZGtrKzk6Okq1atWSZs2aJSUnJxtcI7t9fiRJkpKTk6XJkydLFStWlKysrKSSJUtK7dq1k3bt2pWlbnYenhARESEBUkRERK73Jjty2+enefPmubY9cOCA9OGHH0re3t6SSqWSXF1dpTp16khffPGFdObMGaPrCwQCSRK5vQQCgUAgEBQrxJofgUAgEAgExQoR/AgEAoFAIChWiOBHIBAIBAJBsUIEPwKBQCAQCIoVIvgRCAQCgUBQrBDBj0AgEAgEgmKFCH4EAoFAIBAUK8QOz4IcSV39lUl0HD5ebBIdgUAgKK5o07LmqzMF6fGXjGqvci1rIicvFzHyYyYsW7aMkiVLvmobAoFAIBDIHhH8CF7II006s/46RLvZa2kQvIpPlmzl5PWnSS7vJacy+Y99tJn1Bw2/WsWQ5f9w9V5invUHDezF+bP7SE68yP7ozTRtUj/fHk2hYa46cvJirjpy8iI3HTl5MWedAqPLMO4ooojgR/BCgtdFE33hNtPeb8yaoR1oVN6LQcu2cycxBUmSGLnyX27cTyLso+asGtwer5J2DIrYTmqa9oXaXbt2Yk5oECEz5lO3fgC7dx9g458r8PX1zrM/U2iYq46cvJirjpy8yE1HTl7MWccoJJ1xR1HlFecWKxZs3rxZatKkieTo6Cg5OztLHTp00CeSfJJ08pdffpEaNWokqdVqqWrVqgaJFnfs2CEB0saNG6UaNWpIarVaql+/vnT8+HF9nYiICMnR0dHguhs2bJDq1KkjqdVqqUyZMlJQUJCUnp6eZ98pvwZL91dMlqpUriRt+WqAlPJrsP54u1kDaVb/d6Qz346WKlasKB2fP1J/LumXL6V6NatJK8b2lFJ+DZYsVN45Hvv3x0iLvltuUHb6zDlpxsz5ubYztYa56sjJi7nqyMmL3HTk5KWo6xQWaTdPG3UUVcTIz0vg0aNHjBo1ioMHD7J9+3aUSiXvvPMOOt3TqHns2LGMHj2aI0eO0LhxYzp16sS9e/cMdMaOHcvs2bM5ePAg7u7udOrUifT09GyvuXXrVj7++GOGDx/O6dOnWbx4McuWLWP69On58p6hk8jQSagtLQzKrVUWHLl6lzRt5rCnWvX0vIVSicpCyZHYu7lqq1Qq6tSpQeS2nQblkZE7adSwbp78mULDXHXk5MVcdeTkRW46cvJizjrGIkk6o46iigh+XgLvvfce7777LhUqVKBWrVp8//33nDhxgtOnT+vrDB06lPfee48qVaqwaNEiHB0d+f777w10vvzyS9q0aUP16tVZvnw5d+7cYe3atdlec/r06XzxxRf06tWLsmXL0qZNG6ZOncrixfl78spOraKGrytLok4Ql5hChk7HpqOXOXE9nvikVPzcHPEqacf8v4+SmKohXZvBD/+eIj75MfFJqblqu7o6Y2lpSdydeIPyuLh4PDzd8+TPFBrmqiMnL+aqIycvctORkxdz1hEUDPGo+0vg4sWLTJ48mejoaOLj4/UjPrGxsVStWhWARo0a6etbWlpSt25dzpw5Y6DzbB1nZ2cqVaqUpc4TYmJiOHjwoMFIT0ZGBo8fPyYlJQVbW1uD+hqNBo1GY1CmS9eiVlky/f3GBK2N5q1v1mKhVFDZy5l21f3479Z9VBZKQj98k6B1+2n29W9YKBU0KOtJkwp5n7OWJMngtUKhyFL2MjTMVUdOXsxVR05e5KYjJy/mrFNgdEV39MYYRPDzEujYsSO+vr6Eh4fj7e2NTqejWrVqpKWl5dpOoVC8UDunOjqdjuDgYN59990s56ytrbOUhYSEEBwcbFA28X1/Aru2wNfZge/7tiE1TUuyJh03BxvG/boLbyd7AKr6uLD6s/YkPU4jPUOHs501Hy/eQlVv51y9x8ffR6vV4uHpZlDu5uZC3J3cp8xMqWGuOnLyYq46cvIiNx05eTFnHaMpwlNXxiCmvQqZe/fucebMGQIDA2nVqhVVqlThwYMHWepFR0frf9ZqtcTExFC5cuUc6zx48IBz585lqfOEOnXqcPbsWcqXL5/lUCqzvu0TJkwgISHB4Bjb5U2DOjZWlrg52JCYqmHvhVv4V37N4LyDtRXOdtZcvZfI6Rv38a/im+u9SU9P5/Dh47Ru1cygvHXrZuyLPpRrW1NqmKuOnLyYq46cvMhNR05ezFnHaIrpo+5i5KeQcXJywsXFhSVLluDl5UVsbCxffPFFlnrffvstFSpUoEqVKoSFhfHgwQP69OljUOerr77CxcUFDw8PJk2ahKurK126dMn2ulOmTOHtt9/G19eXrl27olQqOX78OCdOnGDatGlZ6qvVatRqtUFZqirz47H3/E0kwM+1BLH3kgjbegQ/1xJ0rlMOgL9PXsXJzhovR1vO33nIrL9iaFHlNRqX93rh/QmbF87yiHnExBwjen8M/ft+TClfHxYv+emFbU2pYa46cvJirjpy8iI3HTl5MWcdoyimIz8i+ClklEolq1atYvjw4VSrVo1KlSoxf/58/P39DerNmDGDmTNncuTIEcqVK8f69etxdXXNUufzzz/n/Pnz1KxZkw0bNmBlZZXtdQMCAti4cSNfffUVs2bNQqVSUblyZfr165fvPiQ9TmdB5FHuJKbgaGNFq9dLMbR1TVQWmSNI8UmphG4+zL1Hj3Gzt+btWmUZ4F8tT9pr1mzAxdmJwEkj8fJy5+Sps3Ts1JPY2Lxv5W4KDXPVkZMXc9WRkxe56cjJiznrCPKPQnqpK6sEz3PlyhXKlCnDkSNHqFWrVrZ1oqKiaNGiBQ8ePHipKSxEbi+BQCCQB4WV2yvt0gGj2luVfck7UpsIMfIjEAgEAkExpSjv1WMMIvgRCAQCgaC4Ih51F7wK/Pz8Xring7+//8vd90EgEAgExQMx8iMQGGKqtTpJf04wiY5DxxCT6AgEAoGgeCP2+ckH/v7+jBgx4lXbEAgEAoHANBTTfX5E8CPIF9bWSjw9rCnta0u5MvYsj5hNcuJF9kdvpmmTwln1v+3oBd6dvoKyfnb4+thiZ2uYZLWko4ovxvXj8sVoHiVd4vChrfg3b1Cgaw0a2IvzZ/cZ3Sc56cjJi7nqyMmL3HTk5MWcdQqMpDPuKKKI4EeQL5QKBWlpOipUqgHA779vpG79AHbvPsDGP1fg65v3nF4A6/efoe/8P3I8f+zyLcYv20KHepW5diOFpOR0PNytUauffnS7de3ElCmT+DpkPg0bt+XAgYOsX/cTpUrlz0vXrp2YExpEyIz5RvVJTjpy8mKuOnLyIjcdOXkxZx2j0OmMO4ooYp+ffODv70+1apmb961YsQILCwsGDx7M1KlTUSgUrFixgrlz53L27Fns7Oxo2bIlc+fOxd09M0Pvk/16tm3bxvjx4zl9+jS1atUiIiKCSpUqAZlJUEeNGkV0dDSPHj2iSpUqhISE0Lp1a70PPz8/BgwYwIULF1izZg1OTk4EBgYyYMAAfZ3x48ezdu1arl+/jqenJz169GDKlCmoVKo899fSyifHc3t3/0nPnt25dSeVlJTMoc8Tx6NYu3YTc+fOw8HeEqUyM1D6aez71KvwWrY66/efYcP+M3w/PGsOMoBxEZt59DiNbwd31q/58fKwJkMnEXdXo/dy+MhJhg7LXFukVMKZU/+ydt1mvpiQ93VCz+s86dOGDVuYFDijSOrIyYu56sjJi9x05OSlqOsU1j4/mpORRrVXV2tjIicvFzHyk0+WL1+OpaUl+/fvZ/78+YSFhbF06VIA0tLSmDp1KseOHWPdunVcvnyZ3r17Z9GYNGkSoaGhHDp0CEtLS4M0FsnJybRv355t27Zx5MgRAgIC6NixI7GxsQYaoaGh1K1blyNHjjBkyBAGDx7Mf//9pz/v4ODAsmXLOH36NPPmzSM8PJywsDCT3AOVSkWdOjWylEdG7uTM6SNYW1twJ+4x126kkPxIy2eLNnA17mGBrnX8ym0aVi5lUJaSmoG1tYWBl8htO/XnlUoFe/bsoUH9uvnu07M6T/rUqGHR1JGTF3PVkZMXuenIyYs56wgKhnjaK5/4+voSFhaGQqGgUqVKnDhxgrCwMPr3728QxJQtW5b58+dTv359kpOTsbe315+bPn06zZs3B+CLL76gQ4cOPH78GGtra2rWrEnNmjX1dadNm8batWvZsGEDQ4cO1Ze3b9+eIUOGAJmjPGFhYURFRekTnQYGBurr+vn5MXr0aH799VfGjRtn9D1wdXXG0jLrR+fSpUscPLifO3GPycjIHFBMSEynQyMv1u8/zfCOjfN9rfjEFFwcbA3KMjIkLC0UBl7i7sQ/9ees5tbtuzRo2CTffXpWByAuLh4PT/ciqSMnL+aqIycvctORkxdz1jGaIjx1ZQwi+MknDRs2RKFQ6F83atSI0NBQMjIyOH78OEFBQRw9epT79++j+9+HKjY2lqpVq+rb1KjxdNTEyysz+WdcXBylSpXi0aNHBAcHs3HjRm7evIlWqyU1NTXLyM+zGgqFAk9PT+Li4vRlv/32G3PnzuXChQskJyej1WopUaJEjv3SaDRoNBqDMkmSDPr6Ih4+vI8kSZR6zTBYiblwE0c7awBu3U/i3a9/1p/L0OnQZuhoNOY7fVmHepUI/KCFQf+e5/nJ2iezt64uVlhZKXn0SFugvZGeb6NQKIq8jpy8mKuOnLzITUdOXsxZp6BIUtF9YssYRPBjIh4/fsxbb73FW2+9xYoVK3BzcyM2NpaAgADS0tIM6j677ubJf+xPAqWxY8eydetWZs+eTfny5bGxseH999/PVeOJzhON6OhoPvzwQ4KDgwkICMDR0ZFVq1YRGhqao/+QkBCCg4MNNZX2KCyyBkzx8ffRarVZyh0c7FEqlcReTzIITo4tGYStOtOvm6Mdv47/UH9u+7GLbD92ka8/eUtfZm/9NFmrawlb4hMfGVzHwkJBhk4y8OLh6YarsxV2tpbcuJWKq6sLcXfu5tjfnPrk4elmUO7mVnR15OTFXHXk5EVuOnLyYs46RlOEn9gyBrHmJ59ER0dneV2hQgX+++8/4uPjmTFjBm+++SaVK1c2GInJK7t27aJ379688847VK9eHU9PT65cuZIvjT179lC6dGkmTZpE3bp1qVChAlevXs21zYQJE0hISDA4FEqHbOump6dz+PDxLOWdOnVAp9NhoVSg1Ur6o5RbSVxL2AFgaaGklFtJ/eHsYItaZZml7Ak1/DyJPnvN4Dq2NhY8fpxh4KVjB3/s7Cy5eSsVrVaidetm7Is+lOd79kSndatmBuVFWUdOXsxVR05e5KYjJy/mrGM0xfRpLzHyk0+uXbvGqFGjGDhwIIcPH2bBggWEhoZSqlQprKysWLBgAYMGDeLkyZNMnTo13/rly5fnjz/+oGPHjigUCiZPnqwf0cmPRmxsLKtWraJevXps2rSJtWvX5tpGrVajVqsNyrKbblIoQKVSMj1kDgBNGtUh9loc3T98j0YN66PTqXB3s+befQ2atMxAKCIyhvLeLrz5ul+++gHwUfNa9J3/OxGRMahUCuxsLbGxseDGrVR9ne+/j2DBglD2HzjG3r2H6Nu3B6V8fVgS/lO+rhU2L5zlEfOIiTlG9P4Y+vf9mFK+PixeUnR15OTFXHXk5EVuOnLyYs46gvwjgp988sknn5Camkr9+vWxsLBg2LBhDBgwAIVCwbJly5g4cSLz58+nTp06zJ49m06dOuVLPywsjD59+tC4cWNcXV0ZP348iYmJ+dLo3LkzI0eOZOjQoWg0Gjp06MDkyZMJCgrKl052qNUW+HjZ8N/pgwBcunQGgKtXz9KxU08uX32AU0krXJzVWFoqyMiQOHH1Nk1fL12g69Uq68WMXm35dtM+fH1sSU+XuBP3GI3maUAYFfU3ISEhTJo4And3d86dO8fAgQO4f+9Ovq61Zs0GXJydCJw0Ei8vd06eyuxTbGz+HjGVk46cvJirjpy8yE1HTl7MWccoium0l9jnR5Ajue3zkx9Ebi+BQCAwjsLa5+fxwd+Nam9d7z0TOXm5iJEfgUAgEAiKK8V05EcEPwKBQCAQFFeK8KJlYxBPewkEAoFAIChWiJEfQaFjqrU6KRf/MomObbn2JtERCASCIk8xnfYqdiM//v7+jBgxIsfzfn5+zJ0796VeUyAQCASCV0Ix3een2AU/AtMxaGAvzp/dR3LiRfZHb6Zpk/oG562tlXh6WFPa15ZyZeyxtbXIVWfdH4vp3LERFco5Uqa0HT5eNtjYZN/GlFiplHh72lCmtB0Tv+jHxfPRBn2ys7XAy9Mav1J2efb1onuTV0yhIycv5qojJy9y05GTF3PWKTAi+BEUJTIyMrLd/PD5NBiFRdeunZgTGkTIjPnUrR/A7t0H2PjnCnx9vfV1lAoFaWk64u9p8qQzdtxkHBycWLZsGVqdPamPM/DysMbKquAf0xu346jeuluO5xUK8PK0Rpuho2Gj1gQGTmLx4u9o0aKDvk/lyvmSmprBrdupXL+R8kJfebk3ecEUOnLyYq46cvIiNx05eTFnHWOQpAyjjqJKsdvnx9/fn2rVqgGwYsUKLCwsGDx4MFOnTkWhUODn58eIESMYMWIEV65coUyZMhw5coRatWoB8PDhQ5ycnNixYwf+/v4AnD59mjFjxvDvv/9iZ2fHW2+9RVhYGK6urnm6JmQGLYGBgfz88888fPiQatWqMXPmTP01li1bxogRI1ixYgXjxo3j3LlznD9/nhYtWtCvXz8uXLjA2rVr6dKlC9euXaNq1aosXLhQ3+979+7h7e3N5s2badmyZZ7uVW77/Ozd/SeHj5xk6LCne/icOB7Fhg1bmBQ4I0v9cmXsuXUnlZQUw1+WF+n4+tiQ/EjLg4fp+jU/a7fsIGL1Bm7cisPb040eXdrxYeeAbH3euB1H24+HcmLban3Zs2t+SjhY4uyk5krsI72XwMApOJZQcfVaSo59etaXsfcmJ0yhIycv5qojJy9y05GTl6KuU1j7/KT+u8yo9jbNepvEx8umWI78LF++HEtLS/bv38/8+fMJCwtj6dKlBdK6desWzZs3p1atWhw6dIgtW7Zw584dunUzHG140TU//fRT9uzZw6pVqzh+/Dhdu3albdu2nD9/Xl8nJSWFkJAQli5dyqlTp3B3dwfgm2++oVq1asTExDB58mT69evHypUrDbK0//zzz3h7e9OixdNs6QVFpVJRp04NIrftNCiPjNxJo4Z1TaqjUCrIeCZe+m3TNhZErGL4px+y/ocwPu/TnYXLfmX931EF6ou1OjNP2LNeUlIzsLRUYmmpyLFPz/vKT5/ygil05OTFXHXk5EVuOnLyYs46RlNMp72K5dNevr6+hIWFoVAoqFSpEidOnCAsLIz+/fvnW2vRokXUqVOHr7/+Wl/2ww8/4Ovry7lz56hYseILr3nx4kV++eUXrl+/jrd35nDnmDFj2LJlCxEREXrt9PR0/u///o+aNWsaeGjZsiVjxowx6N+wYcNYv369PgiLiIigd+/e2ebryi+urs5YWloSdyfeoDwuLh4PT3eT6ZR0VKFUKHj06GkG+cUrfmfMwJ60frMBAK95uXPx6nXWbNxG57f8890XC0sF2nTJwEtGRuZgqIWFIts+Zecrr33KK6bQkZMXc9WRkxe56cjJiznrGE0xfdqrWAY/DRs2NAgCGjVqRGhoKBnZ/Sn/AmJiYtixYwf29vZZzl28eFEf/OR2zcOHDyNJkr7uEzQaDS4uLvrXVlZW1KhRI8t16tY1/CtBrVbz8ccf88MPP9CtWzeOHj3KsWPHWLduXY790Gg0BiNFAJIk5RosPT9jqlAospTlhex0dkbtwKmkFbfvPCZDl3n+/sNEbt+9x5eh3xE0Z7G+fkaGDnu7p5ngu/Qdxc07dw0067/dU/+zr48N1248TYz67NVf1Cd7O8ssvvLaJ1Pdm/zqyMmLuerIyYvcdOTkxZx1CkwRHr0xhmIZ/OQVpTJzVvDZD2J6uuEaD51OR8eOHZk5c2aW9l5eXnm6jk6nw8LCgpiYGCwsDJ8iejaosrGxyTYYsbOzy1LWr18/atWqxfXr1/nhhx9o1aoVpUvnnFw0JCSE4OBggzKF0h6FRYksdePj76PVavHwdDMod3NzIe65oCM3ctJ5+PAu69au4E7cY1IfPw1Idf/7C+XLUQOpUbmCQZsn7xXA/309Aa02s92d+Pv0GR3Eb4u/0Z+v1rKv/ucMrYSlhcLAi4VF5j3OyJAM+mRnZ4mbqzqLr7z0yVT3Jj86cvJirjpy8iI3HTl5MWcdoymmIz/Fcs1PdHR0ltcVKlTIEni4uWV+KG/duqUvO3r0qEGdOnXqcOrUKfz8/ChfvrzB8WxQkts1a9euTUZGBnFxcVk0PD09C9TH6tWrU7duXcLDw1m5ciV9+vTJtf6ECRNISEgwOBRKh2zrpqenc/jwcVq3amZQ3rp1M/ZFH8qzx+x07O0sidqxlTffbE1KqmGA4epUEndXZ67fukMpH0+D4zWvp8PE3h5u+nJvj8xF58/W1WqfBrOPNRlYW1sYeLG1sUCr1aHVSvo+2dtZ4u6q5s7dx1l8vax7k18dOXkxVx05eZGbjpy8mLOOoGAUy5Gfa9euMWrUKAYOHMjhw4dZsGABoaGhWerZ2NjQsGFDZsyYgZ+fH/Hx8QQGBhrU+eyzzwgPD6d79+6MHTsWV1dXLly4wKpVqwgPD9cHVLlds2LFivTo0YNPPvmE0NBQateuTXx8PP/88w/Vq1enffuC7Ujcr18/hg4diq2tLe+8806uddVqNWq12qAstymvsHnhLI+YR0zMMaL3x9C/78eU8vVh8ZKfnmkPKtXT+FplqcTKSkKXIaHNkHB2suLzESPZGRVJTMwx9u7djaRLYuTIUUz7+lv9CIykk3gywzTkk67M+DYCe1tbmtavRVqallPnLpKY/Ihe77+d31tEcrIWp5JWuLupWbBwKd8vncvVq/+xM+oAw4d/SClfH1as+AV3NzXx9zRoNLpsfeX33uQFU+jIyYu56sjJi9x05OTFnHWMQkx7FR8++eQTUlNTqV+/PhYWFgwbNowBAwZkW/eHH36gT58+1K1bl0qVKjFr1izeeust/Xlvb2/27NnD+PHjCQgIQKPRULp0adq2bWswFfOia0ZERDBt2jRGjx7NjRs3cHFxoVGjRgUOfAC6d+/OiBEj+Oijj7C2ti6wTnasWbMBF2cnAieNxMvLnZOnztKxU09iY58+jqlWW+DjZaN/7eqSGVwlJqVzN16DhYWCG9dvMGp0EIGTRjJp0h0OHTrEzJkzUFmAXyk7g/oA77VvhbVazbLVG5gTvgIbazUVypSi57sdCtQPnQS3bj/G1VVN9L5tTJs2nSGDPyM4KEjfp4SHcdjYWODmas2zA9TP+srvvckLptCRkxdz1ZGTF7npyMmLOesYRTGd9ip2+/wUJ65du4afnx8HDx6kTp06+W6f2z4/rwKR20sgEBRXCm2fn83zjWpv0264iZy8XIrlyI+5k56ezq1bt/jiiy9o2LBhgQIfgUAgEAjMFRH8mCF79uyhRYsWVKxYkd9+++1V2xEIBAKBXCmma36K5dNe5o6/vz+SJHH27FmqV6/+qu0IBAKBQK5IOuOOfPLvv//SsWNHvL29USgUWfafkySJoKAgvL29sbGxwd/fn1OnThnU0Wg0DBs2DFdXV+zs7OjUqRPXr1/Plw8R/AgEAoFAUFx5yektHj16RM2aNQ1yTz7LrFmzmDNnDgsXLuTgwYN4enrSpk0bkpKS9HVGjBjB2rVrWbVqFbt37yY5OZm33347XxsViwXPghyR24JnU5EQ3NokOo5fbjOJjkAgELyIQlvwvH6WUe1tOo8rcFuFQqFPyA2Zoz7e3t6MGDGC8ePHA5mjPB4eHsycOZOBAweSkJCAm5sbP/30Ex988AEAN2/exNfXl7/++ouAgOyTXD+PGPl5CVy5cgWFQpFlg0SBQCAQCASZXL58mdu3bxtsJ6NWq2nevDl79+4FMlNKpaenZ9lyplq1avo6eUEEP4ICM2hgL86f3Udy4kX2R2+maZP6r0wn3xoKJapm72EzeDa2Y8KxGfQNqiadgWc2drQtgVWHftgMnYvtmCWoPxiNwsnjpfXJVDpy8mKuOnLyIjcdOXkxZ50CY+S0l0ajITEx0eB4Pk9kXrl9+zYAHh6G37MeHh76c7dv38bKygonJ6cc6+QFEfwUYdLS0rKUZWRkoHsJq/e7du3EnNAgQmbMp279AHbvPsDGP1fg6+v90nUKoqFq1AFV7Rak/f0TqeETSNvxK6oG7bCs+3RKzPr9z1GWdEfz+zxSf5iClHAP6+7jQGVV6H0ylY6cvJirjpy8yE1HTl7MWccojFzwHBISgqOjo8EREhJilKXnswu8KMl2XusYXEOs+TEdOp2Ob775hvDwcK5du4aHhwcDBw6kR48elClTht9//50FCxawf/9+KlSowHfffUejRo307ffu3csXX3zBwYMHcXV15Z133iEkJESfI8zPz49+/fpx4cIF/TxpixYtGDFiBCtWrGDcuHGcO3eO7du307p1a65du2aQG2z06NEcPHiQf//9N0/9yW3Nz97df3L4yEmGDpugLztxPIoNG7YwKXBGnu+ZKXTyq5EQ3Bp115FIjxJI++sHfbn6naGgTUPz5xIUzh7YDpxFSvhEpPj/zbUrFNh+vpC0HavRHtuZ45qfonxvhI64x6bUkZOXoq5TaGt+fptmVHtlx7FZRnqyS5eUHc+v+bl06RLlypXj8OHD1K5dW1+vc+fOlCxZkuXLl/PPP//QqlUr7t+/bzD6U7NmTbp06ZIlQXeOvvNUS5AnJkyYwMyZM5k8eTKnT59m5cqVBsN3kyZNYsyYMRw9epSKFSvSvXt3tFotACdOnCAgIIB3332X48eP8+uvv7J7926GDh1qcI1vvvmGatWqERMTw+TJkwFISUkhJCSEpUuXcurUKerWrUvZsmX56aen+WG0Wi0rVqzg008/NbqfKpWKOnVqELltp0F5ZOROGjWs+1J1Cqqhu3YOi9JVUThnvj9Kd18sfCuivXg8s4KFKvNfbfrTRpKElKFF+VoFcsIc7o3QEfdY3Juio2M0Rk57qdVqSpQoYXDkJfDJjjJlyuDp6UlkZKS+LC0tjZ07d9K4cWMA3njjDVQqlUGdW7ducfLkSX2dvCA2OTQRSUlJzJs3j4ULF9KrVy8AypUrR9OmTbly5QoAY8aMoUOHzBxUwcHBvP7661y4cIHKlSvzzTff8NFHHzFixAgAKlSowPz582nevDmLFi3S5+Zq2bIlY8aM0V939+7dpKen83//93/UrFlTX963b18iIiIYO3YsAJs2bSIlJYVu3boZ3VdXV2csLS2JuxNvUB4XF4+Hp3sOrQpHp6Aa6dGbQG2LzYAZmb/ESiXpO38n43Q0ANK9W+ge3sXKvyuaLRGQpkFVvy1K+5Lo7EsWap9MpSMnL+aqIycvctORkxdz1ilqJCcnc+HCBf3ry5cvc/ToUZydnSlVqhQjRozg66+/pkKFClSoUIGvv/4aW1tbPvroIwAcHR3p27cvo0ePxsXFBWdnZ8aMGUP16tVp3TrvT/KK4MdEnDlzBo1GQ6tWrXKsU6NGDf3PXl5eAMTFxVG5cmViYmK4cOECP//8s76OJEnodDouX75MlSpVAKhbN+tfBFZWVgbaAL179yYwMJDo6GgaNmzIDz/8QLdu3fRTaM+j0WiyDF2+aA71+RlThUKRpSwvmEInvxoWVRpgWa0RmvXfoYu/gYVHKaxa90BKfoD2xB7QZaBZuxCr9n2wG7kISZdBxpVTaC8ee2l9MpWOnLyYq46cvMhNR05ezFmnwLzklS+HDh2iRYsW+tejRo0CoFevXixbtoxx48aRmprKkCFDePDgAQ0aNODvv//GwcFB3yYsLAxLS0u6detGamoqrVq1YtmyZVhYWOTZhwh+TISNjc0L66hUKv3PT4KKJ4uTdTodAwcOZPjwrEniSpUqpf85u+DFxsYmS5Di7u5Ox44diYiIoGzZsvz1119ERUXl6C0kJCTLXKlCaY/CokSWuvHx99FqtXh4uhmUu7m5EHfnbo7XKAydgmpYtfyA9H2byDizHwDt3esoSriiavR2ZvAD6G5f4fEPU0BtA0pLSE3CutcUdLcuF2qfTKUjJy/mqiMnL3LTkZMXc9Yxmpec3uJJBoKcUCgUBAUFERQUlGMda2trFixYwIIFCwrsQ6z5MREVKlTAxsaG7du3F6h9nTp1OHXqFOXLl89yWFnl/nRRTvTr149Vq1axePFiypUrR5MmTXKsO2HCBBISEgwOhdIh27rp6ekcPnyc1q2aGZS3bt2MfdGH8uzPFDoF1VCo1Fn/4pF0oMjmV0KTCqlJKJw8UHqWIeP8EZP7KQwdOXkxVx05eZGbjpy8mLOO0bzkHZ7lghj5MRHW1taMHz+ecePGYWVlRZMmTbh79y6nTp3KdSrsCePHj6dhw4Z89tln9O/fHzs7O86cOUNkZGSBo9uAgAAcHR2ZNm0aX331Va51s1udn9uUV9i8cJZHzCMm5hjR+2Po3/djSvn6sHjJTzm2KSydgmhozx9B1bgjUuI9dPE3UHqURlU/gPRju/R1LCrXQ0pJQkq8h9LtNaxa9yDjXAwZl08Wep9MpSMnL+aqIycvctORkxdz1jGKAuTnMgdE8GNCJk+ejKWlJVOmTOHmzZt4eXkxaNCgPLWtUaMGO3fuZNKkSbz55ptIkkS5cuX023cXBKVSSe/evfn666/55JNPCqyTHWvWbMDF2YnASSPx8nLn5KmzdOzUk9jY/D2OaQqdgmikRa7Aqtm7WAV8gsK2BFLyQ9KPRJG+e52+jsK+JFatuqOwc0RKfoj25B7Sd69/KX0ylY6cvJirjpy8yE1HTl7MWUeQf8Q+P2ZO//79uXPnDhs2bMh3W5HbK3dEbi+BQPCyKLR9fn6c8OJKuWDziXEbGr4qxMiPmZKQkMDBgwf5+eefWb/+xaMVAoFAICiGFNPxDxH8mCmdO3fmwIEDDBw4kDZt2rxqOwKBQCCQI0V40bIxiODHTMntsXaBQCAQCAAR/AgExQVTrdV5dOiHF1d6AXZ1+5jAiUAgEAjygwh+BAKBQCAorhTTR93FJofFAIVCwbp160yuO2hgL86f3Udy4kX2R2+maZP6r0wnLxrW1ko8Pawp7WtLuTL22Npm3Qr9WZ0tm1fyelVvfH1sKetnh4tzwTabzC9WKiXenjaUKW3HxC/6cfF8tEG/7Gwt8PK0xq+UHWVK2+HjZYONTc7busvpfTJXHTl5kZuOnLyYs05BkXSSUUdRRQQ/ggLRtWsn5oQGETJjPnXrB7B79wE2/rkCX1/vl66TVw2lQkFamo74e5o86ezbd4gunTugtLAlLc00fx3diLtHja5ZU5g8QaEAL09rtBk6GjZqTWDgJBYv/o4WLTro+1WunC+pqRncup3K9RsppD7OwMvDGiurrL/OcnqfzFVHTl7kpiMnL+asYxTFdIdnsc/PC9DpdHzzzTeEh4dz7do1PDw8GDhwIJMmTeLEiRN8/vnn7Nu3D1tbW9577z3mzJmDvb29vv0PP/xAaGgoFy5cwNnZmffee4+FCxcCEBsby7Bhw9i+fTtKpZK2bduyYMECPDw8AAgKCmLdunWMHj2ayZMn8+DBA9q1a0d4eLg+yZufnx8jRozQZ4MHqFWrFl26dCEoKAg/Pz+uXr2qP1e6dGl9lvkXkds+P3t3/8nhIycZOuzpHhEnjkexYcMWJgXOyJO+qXQKolGujD237qSSkpKRJ51vF85Dk5bBvftp+nNP1vys2xFNxPrt3Ii7h7ebMx+1b86HAW9me90bcfdo91kwx9fMB7Ku+SnhYImzk5orsY/0fgIDp+BYQsXVayk59svXx4bkR1oePEw3+t5kh9ApGl7kpiMnL0Vdp7D2+UlZNMyo9raDC55f61UiRn5ewIQJE5g5cyaTJ0/m9OnTrFy5Eg8PD1JSUmjbti1OTk4cPHiQNWvWsG3bNoYOHapvu2jRIj777DMGDBjAiRMn2LBhA+XLlwcyM/l26dKF+/fvs3PnTiIjI7l48WKWHZ0vXrzIunXr2LhxIxs3bmTnzp3MmJH3X66DBw8CEBERwa1bt/SvjUGlUlGnTg0it+00KI+M3Emjhlmzzhemzqv28tu2vSz4ZSPDur/NurBJDP+oI9+u2sT6qP15vvazWKstePw4w8BPSmoGlpZKLC0VOfpRKBVkZBiWvep7Uxx05ORFbjpy8mLOOoKCIRY850JSUhLz5s1j4cKF9OrVC4By5crRtGlTwsPDSU1N5ccff9RnWl+4cCEdO3Zk5syZeHh4MG3aNEaPHs3nn3+u16xXrx4A27Zt4/jx41y+fBlfX18AfvrpJ15//XUOHjyor6fT6Vi2bJl+pKdnz55s376d6dOn56kPbm6ZGYNLliyJp6enCe4KuLo6Y2lpSdydeIPyuLh4PDzdX6rOq/ay5LetjP7kHVo3qAnAax4uXLp+m98i99DZv0Ger/8EC0sF2nTJwE9GRubgrIWFIls/JR1VKBUKHj3SmqRPzyN0ioYXuenIyYs56xhNEV63Ywwi+MmFM2fOoNFosk1MeubMGWrWrKkPfACaNGmCTqfj7NmzKBQKbt68mWNS0zNnzuDr66sPfACqVq1KyZIlOXPmjD748fPz0wc+AF5eXsTFxZmqi3o0Gg0ajeFaGEmSck1u+vyMqUKhyFKWF0yh8yq83E9I4va9BwQtWknwd7/oyzN0OuxtbfSv3xn5NTfv3s/U/19Zg4/HAFCmtB1arY5rN1KfesiHH3s7S5xKWnH7zmMycvgSk9P7ZK46cvIiNx05eTFnnQJThNftGIMIfnLBxsYmx3O5BQYKhSLXtrm1f75cpVJl0dY982FVKpVZflHS0w3XfeSFkJAQgoODDa+ltEdhUSJL3fj4+2i1Wjw83QzK3dxciLtzN8/XNIXOq/Ty5L5/OehDqpf3MzinVD6dUf524iC02sw5qbj7D+kTtIA134wHoPo7Xxi0y9BKWFooDPxYWGR+HjIyJAM/dnaWuLmquRP3mNTHz815FbBP2SF0ioYXuenIyYs56xhNMQ1+xJqfXKhQoQI2NjZs3749y7mqVaty9OhRHj16pC/bs2cPSqWSihUr4uDggJ+fX7Ztn7SPjY3l2rVr+rLTp0+TkJBAlSpV8uzRzc2NW7du6V8nJiZy+fJlgzoqlYqM5xeEPMeECRNISEgwOBRKh2zrpqenc/jwcVq3amZQ3rp1M/ZFH8qzd1PovEovLiVL4O7syPU79yjl5WZwvObhoq/n7easL/dycwbQv9ZqJbTap8HrY00G1tYWBn5sbSzQanVotZLej72dJe6uau7cfUxKavbvrZzeJ3PVkZMXuenIyYs56xiNJBl3FFHEyE8uWFtbM378eMaNG4eVlRVNmjTh7t27nDp1ih49evDll1/Sq1cvgoKCuHv3LsOGDaNnz54GT2sNGjQId3d32rVrR1JSEnv27GHYsGG0bt2aGjVq0KNHD+bOnYtWq2XIkCE0b96cunXzvtitZcuWLFu2jI4dO+Lk5MTkyZOxsDDc8+VJENakSRPUajVOTk5ZdNRqNWq12qAstymvsHnhLI+YR0zMMaL3x9C/78eU8vVh8ZKf8uzdVDp51VAoQKV6Gu+rLJVYWUnoMiS0GRJjxn5B/Xo16N3rA71Oakoyi5csQ6HMXHNjZZU50paenvlLP7hbO2b+8Dt2NtY0rV2VtHQtpy/FkpicwicdW+brXgAkJ2txKmmFu5uaBQuX8v3SuVy9+h87ow4wfPiHlPL1YcWKX3B3UxN/T4NGo9OPDEk6Kcv0vZzeJ3PVkZMXuenIyYs56wjyjwh+XsDkyZOxtLRkypQp3Lx5Ey8vLwYNGoStrS1bt27l888/p169egaPuj+hV69ePH78mLCwMMaMGYOrqyvvv/8+8HTjwWHDhtGsWTODR93zw4QJE7h06RJvv/02jo6OTJ06NcvIT2hoKKNGjSI8PBwfH588P+qeG2vWbMDF2YnASSPx8nLn5KmzdOzUk9jY/D2OaQqdvGqo1Rb4eD2djnR1yQz2EpPSuRuv4fz5C6RpHrFq1Sq9zkfdu6KyAJWFBdZqCxzsVaSn64i9ngLAe60aY21lxfIN2wlbsR4btZoKpbz4uIN/vu7DE3QS3Lr9GFdXNdH7tjFt2nSGDP6M4KAgfb8SHsZhY2OBm6s1zw6YP+lHQe7NixA6RcOL3HTk5MWcdYyimE57iX1+BDmS2z4/ApHbSyAQvDwKbZ+f2f2Mam87ZqmJnLxcxMiPQCAQCATFlWKa20sEPwKBQCAQFFeK6T4/4mkvgUAgEAgExQox8iMQFBBTrNdJWjHQBE7A4ePFJtERCATFC6mYLngWIz9G0rt3b7p06fKqbQBPnyATCAQCgSBP6CTjjiKKWQc/UVFRKBQKHj58+KqtmCWDBvbi/Nl9JCdeZH/0Zpo2qf/KdOTkpSA6jzTpzPrrEO1mr6VB8Co+WbKVk9fv6c/fS05l8h/7aDPrDxp+tYohy//h6r1EWfepOOnIyYvcdOTkxZx1CoykM+4ooph18GNKCpIywpzp2rUTc0KDCJkxn7r1A9i9+wAb/1yBr6/3S9eRk5eC6gSviyb6wm2mvd+YNUM70Ki8F4OWbedOYgqSJDFy5b/cuJ9E2EfNWTW4PV4l7RgUsZ3UNG2Omq+6T8VFR05e5KYjJy/mrGMUYuTn1aDT6Zg5cybly5dHrVZTqlQpfcby7EZujh49ikKh0G/Ud/XqVf3uxnZ2drz++uv89ddfXLlyhRYtWgDg5OSEQqGgd+/eAGzZsoWmTZtSsmRJXFxcePvtt7l48aL+GleuXEGhULB69Wr8/f2xtrZmxYoVZGRkMGrUKH27cePGvTAB3b179+jevTuvvfYatra2VK9enV9++cWgjr+/P0OHDmXo0KF67cDAQANtPz8/pk6dykcffYS9vT3e3t4v3BDxxo0bfPDBBzg5OeHi4kLnzp1NssEhwMjP+/NDxCp+iPiF//67wOgxX3Lt+k0GDfzkpevIyUtBdB6na9l++hojAmrzhp8HpVwcGNyyBt5O9qw5cI7Ye0kcvxbPxI71qfaaC35uJZjYsR4paVo2H78iyz4VJx05eZGbjpy8mLOOIP+88uBnwoQJzJw5k8mTJ3P69GlWrlypTw+RFz777DM0Gg3//vsvJ06cYObMmdjb2+Pr68vvv/8OwNmzZ7l16xbz5s0D4NGjR4waNYqDBw+yfft2lEol77zzjkHCUIDx48czfPhwzpw5Q0BAAKGhofzwww98//337N69m/v377N27dpc/T1+/Jg33niDjRs3cvLkSQYMGEDPnj3Zv3+/Qb3ly5djaWnJ/v37mT9/PmFhYSxdarh51DfffEONGjU4fPgwEyZMYOTIkURGRmZ73ZSUFFq0aIG9vT3//vsvu3fvxt7enrZt25KWlpbn+5sdKpWKOnVqELltp0F5ZOROGjXMe2oOU+jIyUtBdTJ0Ehk6CbWlYVoSa5UFR67eJe1/SVHVqqfnLZRKVBZKjsTmnADRHO6N3HXk5EVuOnLyYs46RqPTGXcUUV7p015JSUnMmzePhQsX0qtXLwDKlStH06ZN86wRGxvLe++9R/Xq1QEoW7as/pyzc2YSSXd3d0qWLKkvf++99ww0vv/+e9zd3Tl9+jTVqlXTl48YMYJ3331X/3ru3LlMmDBB3/67775j69atufrz8fFhzJgx+tfDhg1jy5YtrFmzhgYNGujLfX19CQsLQ6FQUKlSJU6cOEFYWBj9+/fX12nSpAlffJGZBbxixYrs2bOHsLAw2rRpk+W6q1atQqlUsnTpUn2OroiICEqWLElUVBRvvfVWrr5zw9XVGUtLS+LuxBuUx8XF4+Hp/lJ15OSloDp2ahU1fF1ZEnWCMm4lcLG3Zsvxq5y4Hk8pZwf83BzxKmnH/L+PMrlzfWxUlvy09z/ikx8Tn5Qqyz4VFx05eZGbjpy8mLOO0RThqStjeKUjP2fOnEGj0dCqVasCawwfPpxp06bRpEkTvvzyS44fP/7CNhcvXuSjjz6ibNmylChRgjJlygCZgdSzPJtgNCEhgVu3btGoUSN9maWl5QuTkGZkZDB9+nRq1KiBi4sL9vb2/P3331mu1bBhQ4NEoo0aNeL8+fMG2difvfaT12fOnMn2ujExMVy4cAEHBwfs7e2xt7fH2dmZx48fG0zxPUGj0ZCYmGhwvGhK7/nzCoXihW0KS0dOXgqiM/39xgC89c1a6gevYmX0WdpV98NCqUBloST0wze5ei+JZl//RsOpv3Lo8h2aVPBGmUvy2Vfdp+KkIycvctORkxdz1ikwxXTB8ysd+bGxscn1vFKZGZs9+0F4fuFxv379CAgIYNOmTfz999+EhIQQGhrKsGHDctTt2LEjvr6+hIeH4+3tjU6no1q1almmg+zs7PLbpSyEhoYSFhbG3LlzqV69OnZ2dowYMcLoqacn5JR5XafT8cYbb/Dzzz9nOefm5palLCQkhODgYENtpT0KixJZ6sbH30er1eLhaajj5uZC3J2cp2EKQ0dOXozR8XV24Pu+bUhN05KsScfNwYZxv+7C28kegKo+Lqz+rD1Jj9NIz9DhbGfNx4u3UNXbWbZ9Kg46cvIiNx05eTFnHaMRIz8vnwoVKmBjY8P27duzPf/kP+lbt27py44ePZqlnq+vL4MGDeKPP/5g9OjRhIeHA2BlZQVgMHpy7949zpw5Q2BgIK1ataJKlSo8ePDghV4dHR3x8vIiOjpaX6bVaomJicm13a5du+jcuTMff/wxNWvWpGzZspw/fz5LvWd1n7yuUKECFhYWudapXLlyttetU6cO58+fx93dnfLlyxscjo6OWepPmDCBhIQEg0OhdMhWOz09ncOHj9O6VTOD8tatm7Ev+lD2N6KQdOTkxRQ6NlaWuDnYkJiqYe+FW/hXfs3gvIO1Fc521ly9l8jpG/fxr+Ir+z6Zs46cvMhNR05ezFlHUDBe6ciPtbU148ePZ9y4cVhZWdGkSRPu3r3LqVOn6Nu3L+XLl8fX15egoCCmTZvG+fPnCQ0NNdAYMWIE7dq1o2LFijx48IB//vmHKlWqAFC6dGkUCgUbN26kffv22NjY6J98WrJkCV5eXsTGxurX0byIzz//nBkzZlChQgWqVKnCnDlzXriHUPny5fn999/Zu3cvTk5OzJkzh9u3b+s9PuHatWuMGjWKgQMHcvjwYRYsWJClr3v27GHWrFl06dKFyMhI1qxZw6ZNm7K9bo8ePfjmm2/o3LkzX331Fa+99hqxsbH88ccfjB07ltdeM/xPVa1Wo1arDcpyGlUCCJsXzvKIecTEHCN6fwz9+35MKV8fFi/5Kdf7URg6cvJSUJ29528iAX6uJYi9l0TY1iP4uZagc51yAPx98ipOdtZ4Odpy/s5DZv0VQ4sqr9G4vJds+1RcdOTkRW46cvJizjrGUFx3eH7l6S0mT56MpaUlU6ZM4ebNm3h5eTFo0CAgczX8L7/8wuDBg6lZsyb16tVj2rRpdO3aVd8+IyODzz77jOvXr1OiRAnatm1LWFgYkLnYODg4mC+++IJPP/2UTz75hGXLlrFq1SqGDx9OtWrVqFSpEvPnz8ff3/+FXkePHs2tW7fo3bs3SqWSPn368M4775CQkJBr/y5fvkxAQAC2trYMGDCALl26ZGnzySefkJqaSv369bGwsGDYsGEMGDAgy/VjYmIIDg7GwcGB0NBQAgICsr2ura0t//77L+PHj+fdd98lKSkJHx8fWrVqRYkSWaey8suaNRtwcXYicNJIvLzcOXnqLB079SQ29sZL15GTl4LqJD1OZ0HkUe4kpuBoY0Wr10sxtHVNVBaZg7PxSamEbj7MvUePcbO35u1aZRngXy1HPTn0qbjoyMmL3HTk5MWcdYyimE57KaSXurJKkB3+/v7UqlWLuXPn5ljHz8+PESNGMGLEiJfmy9LK56Vdq7gicnsJBIK8oE0rnIAoeew7RrW3/yb37V7kyisf+REIBAKBQPCKKMJPbBnDK9/kUCAQCAQCgeBlIkZ+ZEBUVNQL65gqLYVAIBAIBHqK6ZofEfwIBK8QU63VSQrvaRIdh/4v7ykTgUDw6pGKafBjFtNe/v7+L3UhcGFw+/Zt2rRpg52dnUEqjoIQFBRErVq1TOJLIBAIBGaMyOoueJWEhYVx69Ytjh49yrlz54zSGjNmjMHGkb1796ZLly5GOszKoIG9OH92H8mJF9kfvZmmTeq/Mh05eXmVOo806cyKPE67hVtoMGs9nyzfycmbhpt4XopP5PM1+2ga+ieNZ/9Jz2VR3EpIkW2fioKOnLzITUdOXsxZp8AU08SmxSL4MVUqicLk4sWLvPHGG1SoUAF39+yT2j2f2iMn7O3tcXFxMaW9LHTt2ok5oUGEzJhP3foB7N59gI1/rsDX1/ul68jJy6vWCf7rCNGX45jWqS5r+rWiURl3Bv2ymzv/S4B67UEyn/70L34uDizt8Sar+7akf9PKWTLKy6lPcteRkxe56cjJiznrCAqAVMRITk6WevbsKdnZ2Umenp7S7NmzpebNm0uff/65vk7p0qWlqVOnSr169ZJKlCghffLJJ5IkSdK4ceOkChUqSDY2NlKZMmWkwMBAKS0tzUB/6tSpkpubm2Rvby/17dtXGj9+vFSzZk39+YyMDCk4OFjy8fGRrKyspJo1a0qbN2/Wn798+bIESL///rvk7+8v2djYSDVq1JD27t2bY59Kly4tAfqjV69ekiRJEiAtWrRI6tSpk2RraytNmTJFioiIkBwdHQ3ar127Vnr2rfzyyy/1nr/88ksDbUDasWNHnu61hco7x2P//hhp0XfLDcpOnzknzZg5P9d2haEjJy+vSidl2XjpfvgYqUqlStKWwF5SyrLx+uPtpvWkWb07SinLxkvDOreQRr7byuD8s4ec+lRUdOTkRW46cvJS1HUKi8TBbY068kN6ero0adIkyc/PT7K2tpbKlCkjBQcHSxkZGfo6Op1O+vLLLyUvLy/J2tpaat68uXTy5ElTd1sqciM/Y8eOZceOHaxdu5a///6bqKiobPNrffPNN1SrVo2YmBgmT54MgIODA8uWLeP06dPMmzeP8PBw/W7QAD///DPTp09n5syZxMTEUKpUKRYtWmSgO2/ePEJDQ5k9ezbHjx8nICCATp06ZcnXNWnSJMaMGcPRo0epWLEi3bt3R6vVZtungwcP0rZtW7p168atW7eYN2+e/tyXX35J586dOXHiBH369Mn3/RozZgzdunWjbdu23Lp1i1u3btG4ceN86zyLSqWiTp0aRG7baVAeGbmTRg1zz3Jvah05eXnVOhk6HRmShNrC8NfaWqXkyPV76CSJXRfvUNrZnsG/7KHF3E18vCyKf87elG2f5K4jJy9y05GTF3PWMZqXuOZn5syZfPfddyxcuJAzZ84wa9YsvvnmGxYsWKCvM2vWLObMmcPChQs5ePAgnp6etGnThqSkJJN2u0g97ZWcnMz333/Pjz/+SJs2bQBYvnx5ljxVAC1btmTMmDEGZYGBgfqf/fz8GD16NL/++ivjxo0DYMGCBfTt25dPP/0UgClTpvD333+TnJysbzd79mzGjx/Phx9+CGS+mTt27GDu3Ll8++23+npjxoyhQ4cOAAQHB/P6669z4cKFbBORurm5oVarsbGxwdPT0+DcRx99VKCg5wn29vbY2Nig0WiyaBcUV1dnLC0tibsTb1AeFxePh2f2U3aFpSMnL69ax06tooaPM0v2nKWMqwMudtZsOX2NEzceUMrZnvuPNKSkaflh3zk+a16Vz1u+zt6Ldxj9+37Ce7xJ3dKusuuT3HXk5EVuOnLyYs46xiK9xCQP+/bto3Pnzvr/G/38/Pjll184dOiQ3svcuXOZNGkS7777LpD5f7yHhwcrV65k4EDT7IgPRWzNz8WLF0lLS6NRo0b6MmdnZypVqpSlbt26WSPn3377jaZNm+Lp6Ym9vT2TJ08mNjZWf/7s2bPUr2+42OzZ14mJidy8eZMmTZoY1GnSpAlnzpwxKKtRo4b+Zy+vzOSTcXFxeenmC/tRGGg0GhITEw2OF/1SPH9eoVAU6BfJFDpy8vIqdaZ3egMkibcWbKH+zPWsPHiJdq/7YqFQoPtfO/8KXvSsX57KHiXp07gSzSp48tuRy7LtU1HQkZMXuenIyYs56xSYlzjy07RpU7Zv365/qOfYsWPs3r2b9u3bA3D58mVu377NW2+9pW+jVqtp3rw5e/fuNV2fKWIjP/n5QNjZ2Rm8jo6O5sMPPyQ4OJiAgAAcHR1ZtWpVlszpz2cyz+6a2dV5vkylUmWpryvAyvjn+6FUKrN4yutC6NwICQkhODjYoEyhtEdhkTUJanz8fbRaLR6ebgblbm4uxN25m+drmkJHTl7koOPrZM/3PZuRmqYlOU2Lm70149YewLukLU62aiyVCsq5Ohi0KePiwJHr92TbJznryMmL3HTk5MWcdV41Go0GjUZjUKZWq1Gr1Vnqjh8/noSEBCpXroyFhQUZGRlMnz6d7t27A5lbvgB4eHgYtPPw8ODq1asm9V2kRn7Kly+PSqUiOjpaX/bgwYM8PRq+Z88eSpcuzaRJk6hbty4VKlTIcjMrVarEgQMHDMqeDMcBlChRAm9vb3bv3m1QZ+/evVSpUqUgXco3bm5uJCUl8ejRI33Z0aNHc21jZWVFRkZGrnUmTJhAQkKCwaFQOmRbNz09ncOHj9O6VTOD8tatm7Ev+lC2bQpLR05e5KRjY2WJm701ialp7L0Uh39FL1QWSqp6OXHlfrJB3av3k/EqYSv7PslRR05e5KYjJy/mrGM0Ro78hISE4OjoaHCEhIRke6lff/2VFStWsHLlSg4fPszy5cuZPXs2y5cvN6iXlwEGYylSIz/29vb07duXsWPH4uLigoeHB5MmTUKpfHEMV758eWJjY1m1ahX16tVj06ZNrF271qDOsGHD6N+/P3Xr1qVx48b8+uuvHD9+nLJly+rrjB07li+//JJy5cpRq1YtIiIiOHr0KD///LPJ+5sdDRo0wNbWlokTJzJs2DAOHDjAsmXLcm3j5+fH1q1bOXv2LC4uLjg6OhqMTEH2kXpuH7aweeEsj5hHTMwxovfH0L/vx5Ty9WHxkvztEGwKHTl5edU6ey/dQZLAz8We2AePCNt+Ej8XezrXKA1A74YVGLf2AHV8XahX2o29l+7w7/nbLP24qWz7JHcdOXmRm46cvJizjjEYu8PzhAkTGDVqlEFZdqM+kPn/5xdffKFfM1u9enWuXr1KSEgIvXr10q9LvX37tn65CGQuGXl+NMhYilTwA5lPcSUnJ9OpUyccHBwYPXo0CQkJL2zXuXNnRo4cydChQ9FoNHTo0IHJkycTFBSkr9OjRw8uXbrEmDFjePz4Md26daN3794Go0HDhw8nMTGR0aNHExcXR9WqVdmwYQMVKlQojO5mwdnZmRUrVjB27FiWLFlC69atCQoKYsCAATm26d+/P1FRUdStW5fk5GR27NiBv7+/UT7WrNmAi7MTgZNG4uXlzslTZ+nYqSexsTdeuo6cvLxqnaTH6SyIOs2dpFQcrVW0quzD0OZVUf3vCbCWlbwJbFeL7/eeY1bkcUo7OzD7vfrU9s1+sbMc+iR3HTl5kZuOnLyYs45RGBn85DTFlR0pKSlZBissLCz0S0LKlCmDp6cnkZGR1K5dG8jcp2/nzp3MnDnTKJ/Po5Be6sqqokebNm3w9PTkp5+KX84jSyufV21BkEdEbi+BwLzRphVOQJTQq5VR7R2Xb39xpf/Ru3dvtm3bxuLFi3n99dc5cuQIAwYMoE+fPvrgZubMmYSEhBAREUGFChX4+uuviYqK4uzZszg4ZL8UoyAUuZGfwiQlJYXvvvuOgIAALCws+OWXX9i2bRuRkZGv2ppAIBAIBKbnJWaoWLBgAZMnT2bIkCHExcXh7e3NwIEDmTJlir7OuHHjSE1NZciQITx48IAGDRrw999/mzTwATHyY0BqaiodO3bk8OHDaDQaKlWqRGBgoH6/geKGGPkpOoiRH4HAvCmskZ+HPVoa1b7kz/+YyMnLRYz8PIONjQ3btm171TYEAoFAIHg5FOHM7MYggh+BwAww1YhNyrn1JtGxrdjZJDoCgaCQKbqJ2Y2iSO3zIxAIBAKBQGAsIvgRFJhBA3tx/uw+khMvsj96M02b1H9xo0LSkZOXl6ljba3E08Oa0r62lCtjj62tRa4aC+YHUaWSB36l7ChT2g4fLxtsbLK2MTVWKiXenjaUKW3HxC/6cfF8tEGf7Gwt8PK0zpcvOb1XcvIiNx05eTFnnYIi6SSjjqKKCH5kRFpa2qu2kGe6du3EnNAgQmbMp279AHbvPsDGP1fg6+v90nXk5OVl6ygVCtLSdMTf0+RJ45/tOxg0qC86yZ7rN1JIfZyBl4c1VlYF/yq4cfsu1QN65HheoQAvT2u0GToaNmpNYOAkFi/+jhYtOuj7VK6cL6mpGdy6nZonX3J6r+TkRW46cvJizjpGoTPyKKKIp70KkaSkJAYNGsS6desoUaIE48aNY/369dSqVYu5c+fi5+dHv379uHDhAmvXrqVLly4sX76c8ePHs3btWq5fv46npyc9evRgypQp+l2Zg4KCWLduHYMHD2batGncu3ePDh06EB4eTsmSJfXXj4iIYNasWVy+fBk/Pz+GDx/OkCFD8uw/t6e99u7+k8NHTjJ02AR92YnjUWzYsIVJgTPyfA1T6MjJy6vUKVfGnlt3UklJyciXhq+PDcmPtDx4mK5f87N2604i1mzkxu27eHu40qNLAB92bJOtzxu379K21whObH26y/mza35KOFji7KTmSuwjvZ/AwCk4llBx9VpKjn161pex9yYnxOevcHXk5KWo6xTW017332luVHvntTtN5OTlIkZ+CpFRo0axZ88eNmzYQGRkJLt27eLw4cMGdb755huqVatGTEwMkydPBsDBwYFly5Zx+vRp5s2bR3h4OGFhYQbtLly4wOrVq/nzzz/ZsmULR48e5bPPPtOfDw8PZ9KkSUyfPp0zZ87w9ddfM3ny5Cw5VAqCSqWiTp0aRG4z/NBHRu6kUcO8Z6E3hY6cvMhNJ68aCqWCZ1O//fbXPyxYtprhvbuxfuksPv/0AxYu/431kf/m2f+zWKstePw4w8BPSmoGlpZKLC0VOfbpeV/57deLEJ+/wtWRkxdz1jGaYjryI572KiSSkpJYvnw5K1eupFWrzB00IyIi8PY2HM5s2bIlY8aMMSgLDAzU/+zn58fo0aP59ddfGTdunL788ePHLF++nNdeew3I3DyqQ4cOhIaG4unpydSpUwkNDdXvUVSmTBlOnz7N4sWL6dWrl1F9c3V1xtLSkrg78QblcXHxeHi6v1QdOXmRm05eNEo6qlAqFDx6pNWfX7xyHWMG9KB103oAvObpzsXY66zZ9A+d2xgmYcwLFpYKtOmSgZ+MjMwBZwsLRbZ9ys5XfvqVF8Tnr3B15OTFnHUEBUMEP4XEpUuXSE9Pp379p4vXHB0dqVSpkkG9unWzRvi//fYbc+fO5cKFCyQnJ6PVailRooRBnVKlSukDH4BGjRqh0+k4e/YsFhYWXLt2jb59+9K/f399Ha1Wi6OjY7Z+NRoNGo3hupEXZdJ9fsZUoVBkKcsLptCRkxe56eSkYW9niVNJK27feUzG/xYu3n+YyO279/gyLJyguUv1bTIydNjb2ehfd+k/jptx//vS/p98/c599Od9fWy4diP1qYd89Ck7X/npV34Rn7/C1ZGTF3PWKShSER69MQYR/BQSTz68zwcPz3+o7ezsDF5HR0fz4YcfEhwcTEBAAI6OjqxatYrQ0NBcr/fkOgqFQp8kLjw8nAYNGhjUs7DI/gmakJAQgoODDTWV9igsSmSpGx9/H61Wi4enm0G5m5sLcXfu5urT1Dpy8iI3ndw0Nm3ciJurmjtxj0l9/HRuSfe/z+eXI/pRo1I5g3ZKi6ez5P83bSxabWa7O/ce0GfsNH77v6/156u1GaT/OUMrYWmhMPBjYZH5ec3IkAz6ZGdnma0vU98bU+nIyYvcdOTkxZx1jKaYBj9izU8hUa5cOVQqlUFG+MTERM6fP59ruz179lC6dGkmTZpE3bp1qVChAlevXs1SLzY2lps3b+pf79u3D6VSScWKFfHw8MDHx4dLly5Rvnx5g6NMmTLZXnfChAkkJCQYHApl9rlU0tPTOXz4OK1bGU6BtG7djH3Rh3Ltn6l15ORFbjo5aaitJL7/fgl37j4mJdUwwHB1csTd1Ynrt+Io5eNpcLz2zFC8t4ebvtzbPTMj/LN1tdqnQf5jTQbW1hYGfmxtLNBqdWi1kr5P9naWuLuqs/Vl6ntjKh05eZGbjpy8mLOOsUg6446iihj5KSQcHBzo1asXY8eOxdnZGXd3d7788kuUSmWuU0nly5cnNjaWVatWUa9ePTZt2sTatWuz1LO2tqZXr17Mnj2bxMREhg8fTrdu3fD09AQynwgbPnw4JUqUoF27dmg0Gg4dOsSDBw8YNWpUFj21Wo1arTYoy81n2LxwlkfMIybmGNH7Y+jf92NK+fqweEn+dho2hY6cvLxsHYUCVKqnf8OoLJVYWUnoMiS0GRJjxn5B/Xo16N3rA6L3x+Df7A3mzZtLWroKjUanH4GRdJJ+l/shH7/HjEU/Ym9rQ9N6NUlLT+fUucskJj+i13vt89UHgORkLU4lrXB3U7Ng4VK+XzqXq1f/Y2fUAYYP/5BSvj6sWPEL7m5q4u9pcvSV33uTF8Tnr3B15OTFnHWMoggHMMYggp9CZM6cOQwaNIi3335b/6j7tWvXsLa2zrFN586dGTlyJEOHDkWj0dChQwcmT55MUFCQQb3y5cvz7rvv0r59e+7fv0/79u35v//7P/35fv36YWtryzfffMO4ceOws7OjevXqjBgxwiR9W7NmAy7OTgROGomXlzsnT52lY6eexMbm73FMU+jIycvL1lGrLfDxeroWx9UlM4BNTErnbryG8+cvkKZ5xKpVq/DycueDDz4kI0OLhVKLX6mnU65P6gO8164F1morlv22iTnf/4KNWk2FMr70fKdtvvw/QSfBrduPcXVVE71vG9OmTWfI4M8IDgrS9ynhYRw2Nha4uVrz7CTAs77ye2/ygvj8Fa6OnLyYs44g/4h9fl4ijx49wsfHh9DQUPr27VtgnSf7/Bw9etR05rJBZHUvfojcXgKBPCmsfX7utjFunx+3yKK5z48Y+SlEjhw5wn///Uf9+vVJSEjgq6++AjJHdwQCgUAgeNUU5XU7xiCCn0Jm9uzZnD17FisrK9544w127dqFq6vrq7YlEAgEAkGxDX7EtJcgR8S0V/FDTHsJBPKksKa97vj7G9XeIyrKJD5eNmLkRyAQ6DFV0PJwuPHb85ec//Ie9xUIBMULEfwIBAKBQFBMKa7TXmKTQ0GBGTSwF+fP7iM58SL7ozfTtEn9FzcqJB05eZGbzivzolRi1bYHthOXYBeyGtsJi1G1+SBzc6JsUL83GPvZ61G92bFw/BSijpy8yE1HTl7MWaegSDqFUUdRRQQ/ggLRtWsn5oQGETJjPnXrB7B79wE2/rkCX1/vFzc2sY6cvMhN51V6UbV4D1WjtmjWLiZl1lA0m5Zj1fwdVE06ZKlr8XoDlKUqoku4J/t+ydmL3HTk5MWcdYyhuO7wLBY8m5ikpCQGDRrEunXr9Bsbrl+/nlq1ajF37lwUCgVr166lS5cu+jYlS5Zk7ty59O7dG4Dx48ezdu1arl+/jqenJz169GDKlCmoVCrOnj1L5cqVOXPmDJUrV9ZrzJkzh/nz53P58mV0Oh0DBgzgn3/+4fbt25QqVYohQ4bw+eef56svuS143rv7Tw4fOcnQYRP0ZSeOR7FhwxYmBc7I8zVMoSMnL3LTeVVeHg6vi3WfQKSkh2jWLNSXW38yHildg+aXufoyRQlnbIZ/w+PwIKz7TiZ915+k7/oz1zU/4h4XDR05eSnqOoW14PlGo5ZGtffZ94+JnLxcxMiPiRk1ahR79uxhw4YNREZGsmvXLg4fPpwvDQcHB5YtW8bp06eZN28e4eHhhIWFAVCpUiXeeOMNfv75Z4M2K1eu5KOPPtInNn3ttddYvXo1p0+fZsqUKUycOJHVq1ebpI8qlYo6dWoQuc1wc6vIyJ00apj3ha6m0JGTF7npvGovGZfPYFGhBgrXzL9ilV5+KMtUJeNMzNNKCgXqj0aSHrUW3Z1rheqnMHTk5EVuOnLyYs46goIhFjybkKSkJJYvX87KlStp1aoVABEREXh7528IMzAwUP+zn58fo0eP5tdff2XcuHEA9OjRg4ULFzJ16lQAzp07R0xMDD/++COQ+Uv1bIb2MmXKsHfvXlavXk23bt2M6iOAq6szlpaWxN2JNyiPi4vH45nkly9DR05e5Kbzqr2k7/gdhbUttuO+zRwfVyhJ27IC7dFd+jqqFu9CRgbpuzcWup/C0JGTF7npyMmLOesYS1GeujIGEfyYkEuXLpGenk79+k8XrDk6OlKpUqV86fz222/MnTuXCxcukJycjFarpUSJEvrzH374IWPHjiU6OpqGDRvy888/U6tWLapWraqv891337F06VKuXr1KamoqaWlp1KpVK8drajQaNBrDHEqSJOWa3PT5GVOFQpGlLC+YQkdOXuSm86q8WNZ6E8s3/NGsnIPudixK7zKoO/dFSryP9tAOlD7lUDXtSOrcrIl2C8NPYerIyYvcdOTkxZx1CkpRXrRsDGLay4Q8+cA+HzA8+0HO7oOdnp6u/zk6OpoPP/yQdu3asXHjRo4cOcKkSZNIS0vT1/Hy8qJFixasXLkSgF9++YWPP/5Yf3716tWMHDmSPn368Pfff3P06FE+/fRTA43nCQkJwdHR0eCQdEnZ1o2Pv49Wq8XD082g3M3Nhbg7d3O8RmHoyMmL3HRetRert3uT/s/vaI/uQnf7KtrDUaT9uwGrlu8DYFG2Kgp7R2wnLcVu5h/YzfwDpbMHVh0/xXbiEtn2S65e5KYjJy/mrGMskmTcUVQRwY8JKVeuHCqVigMHDujLEhMTOX/+vP61m5sbt27d0r8+f/48KSkp+td79uyhdOnSTJo0ibp161KhQgWuXr2a5Vo9evTg119/Zd++fVy8eJEPP/xQf27Xrl00btyYIUOGULt2bcqXL8/Fixdz9T5hwgQSEhIMDoXSIdu66enpHD58nNatmhmUt27djH3Red+YzhQ6cvIiN51X7UWhskJ6fkxd0ukfdU+PiSJ1zuekho3QH7qEe6RHrSM1PDgbRXn0S65e5KYjJy/mrGMsxfVRdzHtZUIcHBzo1asXY8eOxdnZGXd3d7788kuUSqV+NKhly5YsXLiQhg0botPpGD9+PCqVSq9Rvnx5YmNjWbVqFfXq1WPTpk2sXbs2y7XeffddBg8ezODBg2nRogU+Pj4GGj/++CNbt26lTJky/PTTTxw8eJAyZcrk6F2tVqNWqw3KcpvyCpsXzvKIecTEHCN6fwz9+35MKV8fFi/5Kc/3y1Q6cvIiN51X6UV7+iBWrboiPbyL7vY1lD5lsWrWmfSD2zIrpCShS3ludDFDi5T0AOlu7k+2iHtcNHTk5MWcdQT5RwQ/JmbOnDkMGjSIt99+W/+o+7Vr17C2tgYgNDSUTz/9lGbNmuHt7c28efOIiXn69Evnzp0ZOXIkQ4cORaPR0KFDByZPnkxQUJDBdUqUKEHHjh1Zs2YNP/zwg8G5QYMGcfToUT744AMUCgXdu3dnyJAhbN682WT9XLNmAy7OTgROGomXlzsnT52lY6eexMbm73FMU+jIyYvcdF6lF826cKwCPkL97iAU9o5ICfdJj95KWuSv+bq2qfwUlo6cvMhNR05ezFnHGIry6I0xiH1+CplHjx7h4+NDaGgoffv2fdV28oVIbCooKCK3l0BgWgprn5/LNdsY1b7MsUgTOXm5iJEfE3PkyBH+++8/6tevT0JCAl999RWQOaIjEAgEAoGcKK4jPyL4KQRmz57N2bNnsbKy4o033mDXrl24urq+alsCgUAgEBggSSL4EZiA2rVrG6zhEQgEAoFAIC8KHPz8999/7Ny5k/j4ePr27Yunpyc3b97EyckJGxsbU3oUCARFDFOs10kK72kCJ+DQXzw5IxDkRHHd4Tnf+/xkZGTQt29fXn/9dQYPHsyUKVO4efMmAAMHDiQkJMTkJosT/v7+jBgxIttzvXv3NkiImh+WLVtGyZIlC+xLIBAIBOaHTlIYdRRV8h38TJ8+nZUrV/LNN99w8uRJg92K27Vrx5YtW0xqUPCUefPmsWzZsgK1/eCDDzh37pxJ/Qwa2IvzZ/eRnHiR/dGbadqk/osbFZKOnLzITUdOXgqi80iTzqzI47RbuIUGs9bzyfKdnLz5wKDOpfhEPl+zj6ahf9J49p/0XBbFrYSUHBRN36+ifo8LU0dOXsxZp6BIksKoo6iS7+Bn2bJlTJ48mVGjRmXJWVWmTBkuX75sMnMCQxwdHQs8emNjY4O7u+mS5XXt2ok5oUGEzJhP3foB7N59gI1/rsDXN39JXE2hIycvctORk5eC6gT/dYToy3FM61SXNf1a0aiMO4N+2c2dpFQArj1I5tOf/sXPxYGlPd5kdd+W9G9aGbWlxUvplznc48LSkZMXc9YxhuK6w3O+9/lRq9Vs2bKFFi1akJGRgUql4tChQ9SpU4cdO3bQrl07Hj9+XFh+zR5/f39q1arF3LlzAdiyZQsffPABCxYs4J9//uHhw4esW7eOP//8k549e3L//n2USiVHjx6ldu3ajBkzhm+++QbInIZMTEzkl19+YdmyZYwYMYKHDx/m2Utu+/zs3f0nh4+cZOiwCfqyE8ej2LBhC5MCZ+T5GqbQkZMXuenIyUt+dZLCe/I4PYMms/8krGtDmpX31J/rtvQfmpX3ZKh/VcavPYClhZLpnbLfWyi3NT/F/R4Xto6cvBR1ncLa5+e/iu2Nal/53F8mcvJyyffIj7u7O5cuXcr23NmzZ3nttdeMNiXIZNWqVXTr1o0ff/yRTz75xOBcs2bNSEpK4siRIwDs3LkTV1dXdu7cqa8TFRVF8+bNTe5LpVJRp04NIrftNCiPjNxJo4Z539zOFDpy8iI3HTl5KahOhk5HhiShtjD8qrJWKTly/R46SWLXxTuUdrZn8C97aDF3Ex8vi+KfszdfSr/M4R4Xlo6cvJizjrGIxKZ5pH379kyfPp0bN55GoQqFgoSEBObPn0/Hjh1NarC48n//938MGjSI9evXZ7tBoqOjI7Vq1SIqKgrIDHRGjhzJsWPHSEpK4vbt25w7dw5/f3+Te3N1dcbS0pK4O/EG5XFx8Xh45n1qzRQ6cvIiNx05eSmojp1aRQ0fZ5bsOUtcUioZOolNJ2M5ceMB8cmPuf9IQ0qalh/2naNxOQ8WdW9Cy4pejP59P4euxmeracp+mcM9LiwdOXkxZx1jKa7TXvl+1P2rr75i8+bNVK1alRYtWqBQKJg4cSInT55EpVIxefLkwvBZrPj999+5c+cOu3fvpn79nBe/+fv7ExUVxahRo9i1axfTpk3j999/Z/fu3Tx8+BAPDw8qV66cp2tqNBo0Go1BmSRJuSY3fX7GVKFQZCnLC6bQkZMXuenIyUtBdKZ3eoOgjYd5a8EWLBQKKnuWpN3rvvx3+yG6/7Xzr+BFz/rlAajsUZJjN+7z25HL1C394s1FxT0uXB05eTFnnYJSlJ/YMoZ8j/x4eHhw8OBBunfvTkxMDBYWFhw7dox27dqxd+9enJ2dC8NnsaJWrVq4ubkRERGR6y+Bv78/u3bt4tixYyiVSqpWrUrz5s3ZuXNnvqe8QkJCcHR0NDgkXVK2dePj76PVavHwdDMod3NzIe7O3Txf0xQ6cvIiNx05eTFGx9fJnu97NmPfmI5sGdaWnz/1R6vT4V3SFidbNZZKBeVcHQzalHFx4FZi7k97iXtcuDpy8mLOOsYinvbKBx4eHnz33Xdcu3aNtLQ0bt68yZIlS/D09HxxY8ELKVeuHDt27GD9+vUMGzYsx3pP1v3MnTuX5s2bo1AoaN68OVFRUfkOfiZMmEBCQoLBoVA6ZFs3PT2dw4eP07pVM4Py1q2bsS8675vbmUJHTl7kpiMnL6bQsbGyxM3emsTUNPZeisO/ohcqCyVVvZy4cj/ZoO7V+8l4lbAtVD+m0jBXHTl5MWcdQcEQ6S1kSsWKFdmxYwf+/v5YWlrqn/56lifrflasWMG8efOAzICoa9eupKen52u9j1qtRq1WG5TlNuUVNi+c5RHziIk5RvT+GPr3/ZhSvj4sXpK/3XRNoSMnL3LTkZOXgursvXQHSQI/F3tiHzwibPtJ/Fzs6VyjNAC9G1Zg3NoD1PF1oV5pN/ZeusO/52+z9OOmL6Vf5nCPC0tHTl7MWccYXvai5Rs3bjB+/Hg2b95MamoqFStW5Pvvv+eNN974nx+J4OBglixZwoMHD2jQoAHffvstr7/+ukl95Dv46dOnT67nFQoF33//fYENCZ5SqVIl/vnnH/z9/bGwyH7PkhYtWnD48GF9oOPk5ETVqlW5efMmVapUKTRva9ZswMXZicBJI/HycufkqbN07NST2Nj8PY5pCh05eZGbjpy8FFQn6XE6C6JOcycpFUdrFa0q+zC0eVVU/3sCrGUlbwLb1eL7veeYFXmc0s4OzH6vPrV9X7zeR9zjwtWRkxdz1jGGl7nm58GDBzRp0oQWLVqwefNm3N3duXjxosH+dbNmzWLOnDksW7aMihUrMm3aNNq0acPZs2dxcMh+NqIg5HufHz8/vywjAvfu3SM5OZmSJUtSsmTJHB+FFxQtctvnRyAobERuL4HgKYW1z8+RUlmfJs4PtWPX57nuF198wZ49e9i1a1e25yVJwtvbmxEjRjB+/Hgg82EcDw8PZs6cycCBA43y+iz5XvNz5coVLl++bHAkJiaybds23N3dWb8+7zdCIBAIBALBq+Nl7vOzYcMG6tatS9euXXF3d6d27dqEh4frz1++fJnbt2/z1ltv6cvUajXNmzdn7969puoyUMAFz9nRsmVLhg4dyueff24qSYFAIBAIBDJGo9GQmJhocDy/bcoTLl26xKJFi6hQoQJbt25l0KBBDB8+nB9//BGA27dvA5kPVT2Lh4eH/pypMFnwA1C1alUOHDhgSkmBQCAQCASFhLFZ3bPbJiUkJCT7a+l01KlTh6+//pratWszcOBA+vfvz6JFiwzqPb+05kV7zhUEkz7t9STFgkAgEBiLqdbqJO+cbRId++ZjTKIjEMgJY/fqmTBhAqNGjTIoe/7J4Sd4eXlRtWpVg7IqVarw+++/A+i3y7l9+zZeXl76OnFxcVlGg4ylQDs8P49Go+H48eNs3ryZsWPHmsRYUeL5ZKTGoFAoWLt2LV26dDFaSyAQCASC3DD2aa/stknJiSZNmnD27FmDsnPnzlG6dOa2FWXKlMHT05PIyEhq164NQFpaGjt37mTmzJlG+XyefE97BQUFZTnmzJnDhQsX+Oqrr7INjgTmyaCBvTh/dh/JiRfZH72Zpk1yTsVR2Dpy8iI3HTl5yauOtbUSTw9rSvvaUq6MPba2Wbd6eFZny+aVvF7VG18fW8r62eHibFUgb/nFSqXE29OGSRP6c/liNMmJlwz6ZGdrgZenNX6l7ChT2g4fLxtsbLLftuL5PhWV96ooeTFnnYIiGXnkh5EjRxIdHc3XX3/NhQsXWLlyJUuWLOGzzz4DMv/4HzFiBF9//TVr167l5MmT9O7dG1tbWz766CMT9PYp+Q5+dDpdliM1NZUzZ84wceJEVCqVSQ0K5EnXrp2YExpEyIz51K0fwO7dB9j45wp8fb1fuo6cvMhNR05e8qOjVChIS9MRfy/7hZPP6+zbd4gunTugtLAlLU2XL085cePuA2r2DsrxvEIBXp7WtO/QjkmTJjJr1gK6dOnCwQOH9H2ytrYgNTWDW7dTuX4jhdTHGXh5WGNllfWrt6i+V0XFiznrFBXq1avH2rVr+eWXX6hWrRpTp05l7ty59OjRQ19n3LhxjBgxgiFDhlC3bl1u3LjB33//bdI9fiCf+/ykpqbSt29fhgwZQtOmL949tbjwZNrL2dmZNWvWcOLECYPzb7zxBh06dNCPiv3www+EhoZy4cIFnJ2dee+991i4cCGQGfmGh4ezadMmtm7dio+PD6GhoXTq1Emvd/r0acaMGcO///6LnZ0db731FmFhYfr1VpIk8c033/Ddd99x69YtKlasyOTJk3n//ffz1a/c9vnZu/tPDh85ydBhE/RlJ45HsWHDFiYFzsjzNUyhIycvctORk5eC6pQrY8+tO6mkpGTkSefbhfPQpGVw734aYLjmZ92uIyz7aw837j7A27UkH7VpwAetsv9L+8bdB7QfO49jy4KArGt+SjhY4uykZuXKVXovJR1VOJZQsXHTXzn2ydfHhuRHWh48TDf63mSHnHTk5KWo6xTWPj97vd4zqn3jW7+byMnLJV8jPzY2Nqxfvx6dzjR/WZkbffr04fTp0xw8eFBfdvz4cY4cOULv3r0BWLRoEZ999hkDBgzgxIkTbNiwgfLlyxvoBAcH061bN44fP0779u3p0aMH9+/fB+DWrVs0b96cWrVqcejQIbZs2cKdO3fo1q2bvn1gYCAREREsWrSIU6dOMXLkSD7++GN27txpkn6qVCrq1KlB5DZDvcjInTRqWPel6sjJi9x05ORFDjq/R8Ww8PftDH2vJWtDhjLs/VZ8+8cONuw+mudrP4u12oKMDKWBl5TUDCwtlWzf/m+OXhRKBRkZhmWv+t4Uho6cvJizjrEU18Sm+V7wXKtWLU6ePEmzZs1eXLmY8dprrxEQEEBERAT16tUDICIigubNm1O2bFkApk2bxujRow32Q3pS9wm9e/eme/fuAHz99dcsWLCAAwcO0LZtWxYtWqR/VPAJP/zwA76+vpw7dw4fHx/mzJnDP//8Q6NGjQAoW7Ysu3fvZvHixflKdpoTrq7OWFpaEncn3qA8Li4eD0/3l6ojJy9y05GTFznoLNmwk9EfBtC6bubTJq+5OXHp5l1+izpEp6a18nz9J1hYKnB0LGngJSMjcyD9bnz2Xko6qlAqFDx6pDVJn55HTjpy8mLOOsZSXIcy8h38zJgxg549e/L666+b5D9Sc6N///706dOHOXPmYGFhwc8//0xoaCiQ+bjezZs3adWqVa4aNWrU0P9sZ2eHg4MDcXFxAMTExLBjxw7s7e2ztLt48SIJCQk8fvyYNm3aGJxLS0vTr57PDo1Gk2VjqhftrfD8jKlCochSlhdMoSMnL3LTkZOXV6VzP/ERt+8nEvTDeoIjNujLMzJ02Nta61+/M/Fbbt17+D/9zLKGA6cDUKa0HVqtjms3Up96yMkLWb3Y21niVNKK23cek6HL3mdRvsdFwYs56xQUiaI7emMMeQp+/v33X+rUqYO9vT1DhgwhOTmZli1b4uTkhJeXl8F/kAqFgmPHjhWaYbnTsWNH1Go1a9euRa1Wo9FoeO+9zDlVGxubPGk8v2hcoVDopxp1Oh0dO3bM9rE/Ly8vTp48CcCmTZvw8TFcs5Pb44ghISEEBwcbXldpj8KiRJa68fH30Wq1eHi6GZS7ubkQd+duLj0zvY6cvMhNR05eXrXOk/9MpvTuRPVyhr8XSuXT2f9vR/VA+785qbgHSfSdsYzVXw0CoMZHhmswMrQSiQkPDbxYWGR+F7q6Gnqxs7PEzVXNnbjHpD5+bs6rgH3KDjnpyMmLOesICkae1vy0aNGC06dPA+Di4kL16tVp1qwZ1atXx9XVFRcXF/3h7OxcqIbljqWlJb169SIiIoKIiAg+/PBDbG1tAXBwcMDPz4/t27cXWL9OnTqcOnUKPz8/ypcvb3DY2dlRtWpV1Go1sbGxWc77+vrmqDthwgQSEhIMDoUy+9X16enpHD58nNatDKc+W7duxr7oQ3nuiyl05ORFbjpy8vKqdVwc7XF3cuD63QeU8nAxOF5zc9LX83YtqS/3cnEE0L/WaiW02qd/kT/WZGBhoTPwYmtjgVaro2XLN/Ve7O0scXdVc+fuY1JSswY+r/reFJaOnLyYs46x6CTjjqJKnkZ+nh2Ci4qKKiwvZkO/fv2oUqUKAHv27DE4FxQUxKBBg3B3d6ddu3YkJSWxZ88ehg0bliftzz77jPDwcLp3787YsWNxdXXlwoULrFq1ivDwcBwcHBgzZgwjR45Ep9PRtGlTEhMT2bt3L/b29vTq1Stb3ew2qsptyitsXjjLI+YRE3OM6P0x9O/7MaV8fVi8JH+78ppCR05e5KYjJy/50VEoQKV6+reZylKJlZWELkNCmyExZuwX1K9Xg969PtDrpKYks3jJMhTKzBEYKyulwXfX4C7+zPx5M/Y2aprUKE96eganrtwk8VEqn7RtnK9+ACQna3EqacUPERHMnxfKyZMnuHDhFF26vK/vk72dJe5uauLvadBodPqRIUknZfmPo6i+V0XFiznrGINOTHsJTEWFChVo3Lgx9+7do0GDBgbnevXqxePHjwkLC2PMmDG4urrm6xF0b29v9uzZw/jx4wkICECj0VC6dGnatm2rH76fOnUq7u7uhISEcOnSJUqWLEmdOnWYOHGiyfq4Zs0GXJydCJw0Ei8vd06eOkvHTj2Jjc3f45im0JGTF7npyMlLfnTUagt8vJ5OE7u6ZAbmiUnp3I3XcP78BdI0j1i1apVe56PuXVFZgMrCAmu1BQ72KtLTny7nfLf5G1hbqVi2eS9hqyOxUauo8JoHPd5qmK8+PEEnwa3bj/nrr814uLsw4YsRuLm5GfTJ29MGhUKBm6s1z05uPOlHQe7Ni5CTjpy8mLOOMRTXNT952udHqVSyf//+LE8lCbJHkiQqV67MwIEDs+Q8KUrkts+PQFBUELm9BOZAYe3zs93jA6Pat7rzq4mcvFzyPPLTokULg4WBOaFQKEhISDDKVFEmLi6On376iRs3bvDpp5++ajsCgUAgEOSIeNT9Bfj7++Pm5vbiisUcDw8PXF1dWbJkCU5OTi9uIBAIBALBK6K4TnvlOfiZMmUK9eu/3IRrRZGXuT+DQCAQCATGIEZ+BAKBwAwx1VqdhImm2dXe8et/TaIjEJiC4hr85Duru0AgEAgEAkFRRgQ/ggIzaGAvzp/dR3LiRfZHb6Zpk4JNi5pCR05e5KYjJy9FXkepRNWyGzafz8N20nJsPp+Lqvm7mRsT/Q+7oF+yPVSN35ZnnwpZR05ezFmnoEgojDqKKnkKfnQ6nVjvIzCga9dOzAkNImTGfOrWD2D37gNs/HMFvr7eL11HTl7kpiMnL+ago2rSCVXd1qT9tYzUb0eTFrkSVeO3sawfoK+TMnuQwaFZ9x2SpEN75oAs+1SYOnLyYs46xqBTGHcUVfK0z48ge/z9/alevToWFhYsX74cKysrpk6dSo8ePRg6dCi//fYb7u7uLFy4kHbt2pGRkcGAAQP4559/uH37NqVKlWLIkCEGGd579+7Nw4cPadq0KaGhoaSlpfHhhx8yd+5cfc6vW7du0a9fP/755x88PT2ZPn06EydOZMSIEYwYMQKA2NhYhg0bxvbt21EqlbRt25YFCxbg4eGR5/7lts/P3t1/cvjISYYOm6AvO3E8ig0btjApcEaO7QpDR05e5KYjJy9FXSdhYjPUH41FSk4gbcMSfbm62whIT0Oz9v+yvYb6w1EorGx4/GNmgtSc1vwU5XtTFLwUdZ3C2udnvedHRrXvfHuliZy8XMS0l5EsX74cV1dXDhw4wLBhwxg8eDBdu3alcePGHD58mICAAHr27ElKSgo6nY7XXnuN1atXc/r0aaZMmcLEiRNZvXq1geaOHTu4ePEiO3bsYPny5Sxbtoxly5bpz3/yySfcvHmTqKgofv/9d5YsWaLP+g6ZT5x16dKF+/fvs3PnTiIjI7l48SIffGDcZlZPUKlU1KlTg8htOw3KIyN30qhh3ZeqIycvctORkxdz0dHFnsWibDUULp4AKD1KYVGqMtrzR7O/iJ0jFhVqk35kh8m9yF1HTl7MWcdYJCOPoop42stIatasSWBgIJCZHHTGjBm4urrSv39/IHOLgEWLFnH8+HEaNmxokDm9TJky7N27l9WrV9OtWzd9uZOTEwsXLsTCwoLKlSvToUMHtm/fTv/+/fnvv//Ytm0bBw8epG7dzF+QpUuXUqFCBX37bdu2cfz4cS5fvqxPZvrTTz/x+uuvc/DgQaN36nZ1dcbS0pK4O/EG5XFx8Xh4ur9UHTl5kZuOnLyYi0767g2gtsVmaCjodKBUkr59NRkn92ZbX1WrGaQ9JuPMQdn2qbB05OTFnHUEBUMEP0ZSo0YN/c8WFhb6rPdPeDLN9GRk5rvvvmPp0qVcvXqV1NRU0tLSqFWrloHm66+/joWFhf61l5cXJ06cAODs2bNYWlpSp04d/fny5csbbKh45swZfH19DbK4V61alZIlS3LmzJlsgx+NRoNGY5hrSJKkXJObPj9jqlAoCrTPkSl05ORFbjpy8lLUdSyqNcKyRlM0vy9EF3cdC8/SWLX9BCnpAdpjWaezLGs3R3t8D2jTTe6lqOjIyYs56xQU8ai7oEA8WYfzBIVCYVD2JHjQ6XSsXr2akSNH0qdPH/7++2+OHj3Kp59+Slpa2gs1dbrMj2hOvxTPlucUtOQWzISEhODo6GhwSLqkbOvGx99Hq9Xi4Wm447ebmwtxd+5m26awdOTkRW46cvJiLjpWbXqQvns9GSf3IcVdQ3t8N+nRm1G92SlLXWWpSihdfdAe/kfWfSosHTl5MWcdY9EpFEYdRRUR/LxEdu3aRePGjRkyZAi1a9emfPnyXLx4MV8alStXRqvVcuTIEX3ZhQsXePjwof511apViY2N5dq1a/qy06dPk5CQQJUqVbLVnTBhAgkJCQaHQumQbd309HQOHz5O61aGm761bt2MfdGH8twXU+jIyYvcdOTkxVx0FCoreP4PEJ0OFFm/Si3rtCDj5iV0d2ILxYvcdeTkxZx1jEWs+REUOuXLl+fHH39k69atlClThp9++omDBw9SpkyZPGtUrlyZ1q1bM2DAABYtWoRKpWL06NHY2NjoR3Vat25NjRo16NGjB3PnzkWr1TJkyBCaN2+uXyf0PGq1GrVabVCW25RX2LxwlkfMIybmGNH7Y+jf92NK+fqweMlPee6LqXTk5EVuOnLyYg462nOHUTXrgpRwD93dayg9/VA1ak/6kSjDimobLKs2IO3vn2Xfp8LUkZMXc9YxhuI67SWCn5fIoEGDOHr0KB988AEKhYLu3bszZMgQNm/enC+dH3/8kb59+9KsWTM8PT0JCQnh1KlTWFtbA5lBy7p16xg2bBjNmjUzeNTdVKxZswEXZycCJ43Ey8udk6fO0rFTT2Jj8/c4pil05ORFbjpy8mIOOml/LcOqZTesOnyKws4RKekB6THbSd/5u0E9y2qNQKFAe2KP7PtUmDpy8mLOOoL8I/b5MQOuX7+Or68v27Zto1WrVibTzW2fH4GguCFyewleJYW1z88v3j2Mat/9Zt5HN+WEGPkpgvzzzz8kJydTvXp1bt26xbhx4/Dz86NZM9N8OQsEAoGgeKArwikqjEEEP0WQ9PR0Jk6cyKVLl3BwcKBx48b8/PPPWZ4SEwgEAoEgN4rr1I8IfoogAQEBBAQEvLiiQCAQCAS5UJTzcxmDCH4EAoEgD5hqrU5CcGuT6Dh+uc0kOgJBcUQEPwKBQCAQFFOK66PuYpNDQYEZNLAX58/uIznxIvujN9O0Sf1XpiMnL3LTkZMXc9XJt4ZCiarZe9gMno3tmHBsBn2DqklneHbxqW0JrDr0w2boXGzHLEH9wWgUTh4vrU+m0pGTF3PWKSjFdZNDEfy8BCRJQqvVvmobJqVr107MCQ0iZMZ86tYPYPfuA2z8cwW+vt4vXUdOXuSmIycv5qpTEA1Vow6oarcg7e+fSA2fQNqOX1E1aIdl3adTYtbvf46ypDua3+eR+sMUpIR7WHcfByqrQu+TqXTk5MWcdYxBpzDuKKqIfX4KiEajYezYsaxatYrExETq1q1LWFgY9erVIyoqihYtWrBlyxYmTZrE8ePH2bp1K6VKlWLUqFFER0fz6NEjqlSpQkhICK1bP/3C8/PzY8CAAVy4cIE1a9bg5OREYGAgAwYM0NfZu3cvQ4YM4b///qNatWoEBgbyzjvvcOTIEX2S1NOnTzNmzBj+/fdf7OzseOuttwgLC8PV1TXPfcxtn5+9u//k8JGTDB02QV924ngUGzZsYVLgjDxfwxQ6cvIiNx05eTFXnfxqJAS3Rt11JNKjBNL++kFfrn5nKGjT0Py5BIWzB7YDZ5ESPhEp/n/7uygU2H6+kLQdq9Ee25njmp+ifG+ETs46hbXPT/hrHxvVvv/1FSZy8nIRIz8FZNy4cfz+++8sX76cw4cPU758eQICArh//75BnZCQEM6cOUONGjVITk6mffv2bNu2jSNHjhAQEEDHjh2JjTXM/RMaGkrdunU5cuQIQ4YMYfDgwfz3338AJCUl0bFjR6pXr87hw4eZOnUq48ePN2h/69YtmjdvTq1atTh06BBbtmzhzp07dOvWzSR9V6lU1KlTg8htOw3KIyN30qhh9ukzCktHTl7kpiMnL+aqU1AN3bVzWJSuisI5cxpL6e6LhW9FtBePZ1aw+N+2Fc9mg5ckpAwtytcqFGqfTKUjJy/mrCMoGGLBcwF49OgRixYtYtmyZbRr1w6A8PBwIiMj+f7776lXrx4AX331FW3atNG3c3FxoWbNmvrX06ZNY+3atWzYsIGhQ4fqy9u3b8+QIUMAGD9+PGFhYURFRVG5cmV+/vlnFAoF4eHhWFtbU7VqVW7cuEH//v317RctWkSdOnX4+uuv9WU//PADvr6+nDt3jooVKxrVf1dXZywtLYm7E29QHhcXj4en+0vVkZMXuenIyYu56hRUIz16E6htsRkwIzMxqlJJ+s7fyTgdDYB07xa6h3ex8u+KZksEpGlQ1W+L0r4kOvuShdonU+nIyYs56xhLcV3wLIKfAnDx4kXS09Np0qSJvkylUlG/fn3OnDmjD36eTyL66NEjgoOD2bhxIzdv3kSr1ZKamppl5KdGjRr6nxUKBZ6ensTFxQFw9uxZatSooc/jBVC/vuECuZiYGHbs2IG9vX223rMLfjQaDRqNxqBMkqRck5s+P2OqUCiylOUFU+jIyYvcdOTkxVx18qthUaUBltUaoVn/Hbr4G1h4lMKqdQ+k5AeZ+cB0GWjWLsSqfR/sRi5C0mWQceUU2ovHXlqfTKUjJy/mrFNQpCK8bscYRPBTAJ58MJ8PDJ4PFuzs7AzOjx07lq1btzJ79mzKly+PjY0N77//PmlpaQb1nt+pWaFQoNPpsr3Gs36eoNPp6NixIzNnzszi3cvLK9s+hYSEEBwcbHhdpT0KixJZ6sbH30er1eLh6WZQ7ubmQtydu9nqZ4cpdOTkRW46cvJirjoF1bBq+QHp+zaRcWY/ANq711GUcEXV6G19MlTd7Ss8/mEKqG1AaQmpSVj3moLu1uVC7ZOpdOTkxZx1jKW4jvyINT8FoHz58lhZWbF79259WXp6OocOHaJKlSo5ttu1axe9e/fmnXfeoXr16nh6enLlypV8Xbty5cocP37cYJTm0KFDBnXq1KnDqVOn8PPzo3z58gbH8wHZEyZMmEBCQoLBoVA6ZFs3PT2dw4eP07qVYS6x1q2bsS/6ULZtCktHTl7kpiMnL+aqU1ANhUoNz/91L+lAkc1XsiYVUpNQOHmg9CxDxvkjJvdTGDpy8mLOOsaiM/IoqoiRnwJgZ2fH4MGDGTt2LM7OzpQqVYpZs2aRkpJC3759OXYs+6Hp8uXL88cff9CxY0cUCgWTJ0/Wj+jklY8++ohJkyYxYMAAvvjiC2JjY5k9ezbwdCTqs88+Izw8nO7duzN27FhcXV25cOECq1atIjw8HAsLiyy6arUatVptUJbblFfYvHCWR8wjJuYY0ftj6N/3Y0r5+rB4yU/56o8pdOTkRW46cvJirjoF0dCeP4KqcUekxHvo4m+g9CiNqn4A6cd26etYVK6HlJKElHgPpdtrWLXuQca5GDIunyz0PplKR05ezFlHkH9E8FNAZsyYgU6no2fPniQlJVG3bl22bt2Kk5NTjm3CwsLo06cPjRs3xtXVlfHjx5OYmJiv65YoUYI///yTwYMHU6tWLapXr86UKVP46KOP9OuAvL292bNnD+PHjycgIACNRkPp0qVp27YtSqVpBvvWrNmAi7MTgZNG4uXlzslTZ+nYqSexsfl7HNMUOnLyIjcdOXkxV52CaKRFrsCq2btYBXyCwrYEUvJD0o9Ekb57nb6Owr4kVq26o7BzREp+iPbkHtJ3r38pfTKVjpy8mLOOMRTXvW7EPj9mwM8//8ynn35KQkICNjY2JtPNbZ8fgUBQMERuL0FBKKx9fuaVMm6fn89ji+Y+P2Lkpwjy448/UrZsWXx8fDh27Bjjx4+nW7duJg18BAKBQGD+FOV1O8Yggp8iyO3bt5kyZQq3b9/Gy8uLrl27Mn369FdtSyAQCARFDBH8CIoM48aNY9y4ca/ahkAgEAgERRIR/AgEAsFLxFRrdZLCexqt4dBfPFVU3HmVi35DQkKYOHEin3/+OXPnzs30I0kEBwezZMkSHjx4QIMGDfj22295/fXXTXptsc+PQCAQCATFlFeV1f3gwYMsWbLEIKMBwKxZs5gzZw4LFy7k4MGDeHp60qZNG5KSkozsqSEi+BEUmEEDe3H+7D6SEy+yP3ozTZvUf3GjQtKRkxe56cjJi7nqvCovjzTpzIo8TruFW2gwaz2fLN/JyZsPDOpcik/k8zX7aBr6J41n/0nPZVHcSkh5af2S0/tkzjoF5VVscpicnEyPHj0IDw832B5GkiTmzp3LpEmTePfdd6lWrRrLly8nJSWFlStXFvBq2SOCH0GB6Nq1E3NCgwiZMZ+69QPYvfsAG/9cga+v90vXkZMXuenIyYu56rxKL8F/HSH6chzTOtVlTb9WNCrjzqBfdnMnKRWAaw+S+fSnf/FzcWBpjzdZ3bcl/ZtWRm2ZdaPTwuiXnN4nc9YxBsnIoyB89tlndOjQgdatDbd9uHz5Mrdv3+att97Sl6nVapo3b87evXsLeLXsEfv85AN/f3+qVasGwIoVK7CwsGDw4MFMnToVhULBihUrmDt3LmfPnsXOzo6WLVsyd+5c3N0zM/RGRUXRokULNm7cyMSJEzl79iw1a9Zk6dKlVK9eHYB79+4xdOhQdu3axf379ylXrhwTJ06ke/fuQOZj7iNHjuTmzZsGOzK/99572NnZ8eOPP3Lx4kVGjRpFdHQ0jx49okqVKoSEhGT5oL2I3Pb52bv7Tw4fOcnQYRP0ZSeOR7FhwxYmBc7I8zVMoSMnL3LTkZMXc9V5VV7u/t9HNJn9J2FdG9KsvKe+vNvSf2hW3pOh/lUZv/YAlhZKpneqm6U95L7mpyjfG3PUKax9fkJKG7fPz6hz32dJip1dxoAnrFq1iunTp3Pw4EGsra3x9/enVq1azJ07l71799KkSRNu3LiBt/fTAHDAgAFcvXqVrVu3GuX1WcTITz5Zvnw5lpaW7N+/n/nz5xMWFsbSpUsBSEtLY+rUqRw7dox169Zx+fJlevfunUVj7NixzJ49m4MHD+Lu7k6nTp1IT08H4PHjx7zxxhts3LiRkydPMmDAAHr27Mn+/ZkJELt27UpGRgYbNmzQ68XHx7Nx40Y+/fRTIHNIsX379mzbto0jR44QEBBAx44ds2SPLygqlYo6dWoQuW2nQXlk5E4aNcz+S7awdOTkRW46cvJirjqv0kuGTkeGJKG2MPwat1YpOXL9HjpJYtfFO5R2tmfwL3toMXcTHy+L4p+zN19Kv+T0PpmzjrHokIw6QkJCcHR0NDhCQkKyvda1a9f4/PPPWbFihT4jQXa8KGm4KRDBTz7x9fUlLCyMSpUq0aNHD4YNG0ZYWBgAffr0oV27dpQtW5aGDRsyf/58Nm/eTHJysoHGl19+SZs2bahevTrLly/nzp07rF27FgAfHx/GjBlDrVq1KFu2LMOGDSMgIIA1a9YAYGNjw0cffURERIRe7+eff+a1117D398fgJo1azJw4ECqV69OhQoVmDZtGmXLljUImIzB1dUZS0tL4u7EG5THxcXj4en+UnXk5EVuOnLyYq46r9KLnVpFDR9nluw5S1xSKhk6iU0nYzlx4wHxyY+5/0hDSpqWH/ado3E5DxZ1b0LLil6M/n0/h67GZ6tpyn7J6X0yZx1jMXbNT3ZJsSdMmJD1QkBMTAxxcXG88cYbWFpaYmlpyc6dO5k/fz6WlpZ4eHgAmXvZPUtcXJz+nKkQj7rnk4YNGxpEoI0aNSI0NJSMjAyOHz9OUFAQR48e5f79+/qkpbGxsVStWtWgzROcnZ2pVKkSZ86cASAjI4MZM2bw66+/cuPGDTQaDRqNxiAbe//+/alXrx43btzAx8eHiIgIevfurff16NEjgoOD2bhxIzdv3kSr1ZKamprryM+T6zzLi6Lt52dMFQpFlrK8YAodOXmRm46cvJirzqvyMr3TGwRtPMxbC7ZgoVBQ2bMk7V735b/bD9H9r51/BS961i8PQGWPkhy7cZ/fjlymbmlXk/spLA2hU3gYe6Xcpriep1WrVpw4ccKg7NNPP6Vy5cqMHz+esmXL4unpSWRkJLVr1wYyZ1R27tzJzJkzjXRqiAh+TMTjx4956623eOutt1ixYgVubm7ExsYSEBBAWlraC9s/CTJCQ0MJCwtj7ty5VK9eHTs7O0aMGGGgUbt2bWrWrMmPP/5IQEAAJ06c4M8//9SfHzt2LFu3bmX27NmUL18eGxsb3n///Vx9hISEEBwcbOhJaY/CokSWuvHx99FqtXh4uhmUu7n9P3vnHdZE1rbxO4ReBKSDFAFFUBQBu6tYsbyKZe3Ye0HF7ir2ggURy7JWRF3L2jvqKqCgggIWBKVYUBdFsIOUJOf7g4/RGMqERBjw/Paaa83JzD33JGHy5JTn0UPGm7dlXqs8dbjkhWs6XPJSXXUq24u5riZ2DW2Dr/kCfMkXwEBTFXNORMNURx266ipQVODBRl9L7JjaelqIe5n106+rsl+bX0VHVioyw7OWlhYzb7YIDQ0N6OnpMe3Tp0/HqlWrUKdOHdSpUwerVq2Curo6Bg8eLFcvdNhLSm7duiXxuE6dOnj06BEyMzPh6+uL3377DfXq1UNGRkaZGu/fv0dSUhLq1asHALh+/To8PDzg6emJRo0awdraGsnJyRIaY8aMQVBQEHbv3o2OHTvC3Nycee769esYMWIEevfuDUdHRxgbG+PZs2elXldxXZc8Ba1i9y0oKEBs7H107NBGrL1jxza4eetOqeeRtw6XvHBNh0teqqsOV7yoKSvCQFMVn77m48aTDLjVNYESXwEOJrp49k582P35uy8wqaH+U/3IS4Pq/HrMmTMH06dPx6RJk+Dq6opXr17h0qVL0NIq/vuovNCeHyl58eIFZsyYgfHjxyM2NhabN2+Gn58fLCwsoKysjM2bN2PChAmIj4/H8uXLi9VYtmwZ9PT0YGRkhAULFkBfXx+9evUCANja2uLYsWO4ceMGdHV1sWHDBrx+/Rr29vZiGkOGDMGsWbOwY8cO7N27V+w5W1tbHD9+HD169ACPx4OPjw8zBFcSxXVdljbk5R+wA8FBAYiJuYdbUTEYO9oTFuZm2LZduoyx8tDhkheu6XDJS3XVqUwvN568ASGAlZ4m0t5nw/9KPKz0NOHR0BIAMKJ5Hcw5EQ1ncz00sTTAjSdvcC35NXZ6tq6Q6+LS+1SddWRBlkSF8iAsLEzsMY/Hw5IlS7BkyZKfel4a/EjJsGHD8PXrVzRt2hR8Ph9eXl4YN24ceDwe9uzZgz/++AObNm2Cs7Mz1q9fj549e0po+Pr6Ytq0aUhOTkajRo1w+vRpKCsrAwB8fHzw9OlTuLu7Q11dHePGjUOvXr3w8eNHMY0aNWqgb9++OHfuHBM4FeHv749Ro0ahZcuW0NfXx9y5c/Hp0ye5vg5HjpyGXk1dLFzgDRMTQ8Q/fIwePYciLU265Zjy0OGSF67pcMlLddWpTC+fcwuwOSwBbz5/hbaqEjrUM8OUtg5Q+v8VYO3tTLGwqxN23UjC2sv3YVlTC+v7NkVj87Ln+1T11+ZX0pEFUaUWuKg8aJ4fKfg+H0F5KMrz8/79e+jo6Mjsp1OnTrC3t8emTZtk1iqO0vL8UCiUyoXW9vq1+Fl5fhZYyTaXZuUz+WZerihoz08V5N27d7h06RKuXr2KLVu2VLYdCoVCoVRRKnLCM5egwU8VxNnZGe/fv8eaNWtgZ2dX2XYoFAqFQqlS0OBHCn6cmCUtbm5ucsnfUNbKLQqFQqFQ2PCrzvmhwQ+FQqFUQeQxX+fLFfZ1qEpDs8M8uehQKp5fM/ShwQ+FQqFQKL8sv+qcH5rkkFJuJowfjuTHN/HlUyqibl1A61ZNK02HS164psMlL9VVpyK9qKoqwNhIFZbm6rCprQl1dX6pOiEXDqC+gynMzdRhbaUBvZrK5fImLcpKCjA1VsOC+WPxNPUWvnx6InZNGup8mBirwspCA7UtNWBmogY1NclrKe6aKvv95qJOeZG1sGlVhQY/vxhsSm2woV+/ntjgtwSrfTfBtak7IiKicfbMfpibm1a4Dpe8cE2HS16qq05Fe1Hg8ZCfL0JmVh4rnZs376CXR3co8NWRny+f3/mvMj+g0ZgVJT7P4wEmxqro1r0rFiz4A2vXbkavXr1wO/oOc02qqnx8/SpE+uuvePkqB19zhTAxUoWysuTXEpfeby7qUKSH5vmpRNzc3Jh6Jvv37wefz8fEiROxfPly8Hg85OfnY+HChfj777/x4cMHNGjQAGvWrGGqt2dlZWHKlCm4fv063r17BxsbG/zxxx8YNGiQxDmUlZWxd+9e1K9fH+Hh4az8lZbn50bEGcTGxWOK17fqvQ/uh+H06RAsWMh+HoE8dLjkhWs6XPJSXXUq04tNbU2kv/mKnBwhK52tWwKQly9E1rvCH0Hfz/k5GXEXe0Ju4lXmB5jq62BwhyYY0M612PO+yvyAbvO24N7OhQAk5/zU0FJETV0VHDhwiPGio60E7RpKOHvufInXZG6mhi/ZArz/UCDza1McVVnnZ+X58bYaKNPx/s8OyclJxUJ7fiqZ4OBgKCoqIioqCps2bYK/vz927twJoLDabWRkJA4dOoT79++jX79+6NKlC1PrKzc3Fy4uLjh79izi4+Mxbtw4DB06FFFRUcWeIzIyEtu2bZPZs5KSEpydG+Lyv+JB1OXL4WjRvPib5c/S4ZIXrulwyUt11eGSF1l0jl2LxZYTYZjSux1OLJ8Ar97tsPVkOE5H3mN97u9RVeFDKFQQ85LzVQhFRQVcuXKtRC88BR6EQvG2yn5tuK4jKyIZt6oKnfBcyZibm8Pf3x88Hg92dnZ48OAB/P390b59exw8eBAvX76EqWlhF+isWbMQEhKCoKAgrFq1CmZmZpg1axaj5eXlhZCQEBw5cgTNmjVj2m1tbbF27Vq5edbXrwlFRUVkvMkUa8/IyISRsWGF6nDJC9d0uOSluupwyYssOtvPRmBm/47o6FJYYLmWgS6epL/F0Wtx6NmqEevzF8FX5EFbW0fMi1BYOMjwNrN4LzraSlDg8ZCdLZDLNf1IddWRFVKF5+3IAg1+KpnmzZuLFRBt0aIF/Pz8cOfOHRBCULduXbH98/LyoKenBwAQCoXw9fXF4cOH8erVK+Tl5SEvLw8aGhpix7i6lv0roujY7yGElFrc9McRUx6PV648RvLQ4ZIXrulwyUt11eGSF2l13n3Oxut3n7Ak+CyW7j3HtAuFImiqqTKPey/6C+lZH/9fv7Ct+eQ1AIDalhoQCER48errNw8leYGkF00NRejqKOP1m1wIRcX7rMqvcUXolJeq3HsjCzT44TB8Ph8xMTHg88VXQGhqagIA/Pz84O/vj40bN8LR0REaGhqYPn26xKTmH4Oh4li9ejWWLl0q1sZT0ASPX0Ni38zMdxAIBDAyNhBrNzDQQ8abt6yuTV46XPLCNR0ueamuOlzyUl4d8v/BxqJh3eFYW3yen4LCtx8/W6cNhEBQ+FWZ8eEzRq/bh38WjQUANBy2Tuw4oYDg08cPYl74/EItfX1xLxoaijDQV8GbjFx8zf1hzKuc11Qc1VWHUj7onJ9K5tatWxKP69Spg8aNG0MoFCIjIwO2trZim7GxMQDg+vXr8PDwgKenJxo1agRra2tmPpC0zJ8/Hx8/fhTbeApaxe5bUFCA2Nj76NihjVh7x45tcPPWHdbnlIcOl7xwTYdLXqqrDpe8lFdHT1sThrpaePn2AyyMaopttQx0mf1M9XSYdhM9bQBgHgsEBALBt96K3Dwh+HyRmBd1NT4EAhHat/+N8aKpoQhDfRW8eZuLnK+SgU9lvzZVQUdWftWl7rTnp5J58eIFZsyYgfHjxyM2NhabN2+Gn58f6tatiyFDhmDYsGHw8/ND48aNkZmZiatXr8LR0RHdunWDra0tjh07hhs3bkBXVxcbNmzA69evYW9vL7UPFRUVqKioiLWVNuTlH7ADwUEBiIm5h1tRMRg72hMW5mbYtl26rLPy0OGSF67pcMlLddWpaC88HqCk9O13q5KiApSVCURCAoGQYNbseWjapCFGDB/A6HzN+YJt2/eAp1DYA6OsrCA2tDKxRxusOXQRmmoqaNXABgUCIR4++w+fcnIxrHNzqa4DAL58EUBXRxm7g4KwKcAP8fEPkJLyEL16/c5ck6aGIgwNVJCZlYe8PBHTM0REBD+OfHHp/eaijixU3fBFNmjwU8kMGzYMX79+RdOmTcHn8+Hl5YVx48YBAIKCgrBixQrMnDkTr169gp6eHlq0aIFu3boBAHx8fPD06VO4u7tDXV0d48aNQ69evfDx48ef7vvIkdPQq6mLhQu8YWJiiPiHj9Gj51CkpUm3HFMeOlzywjUdLnmprjoV7UVFhQ8zEzXmsb5e4Y+WT58L8DYzD8nJKcjPy8ahQ4cYncGD+kGJDyjx+VBV4UNLUwkFBd9me/Rp0xiqKkrYE3IT/kevQE1ZCXVqGWJIx/Il3BMRIP11Ls6fvwAjQz3MnzcdBgYGYtdkaqwGHo8HA31VfD/wU3Qd5XltyqK66shCVe69kQWa56cScXNzg5OTEzZu3FjZVoqltDw/FAql6kNre1Udflaen/FW/WQ6ftuzI3JyUrHQnh8KhUKhUH5R6GovCoVCoVAovxQ0zw+lwgkLC6tsCxQKhUL5haE9PxQKhUL5pZDXXJ1PAX3kolNj2nG56FDY86v2/NA8P/+PlZUVZycel8WePXugo6NT2TYoFAqFQqkS0ODn/7l9+zazxJzCjgnjhyP58U18+ZSKqFsX0LpV+ZbFykOHS164psMlL9VVh0teKlMnO1+AdWGP0HXXNTTf/C+GH47Cw9ffUm/8dTMFvYMj0GLLv2gTeBXjj93Bg/QPnL6mqqJTXn7VwqY0+Pl/DAwMoK6uXtk2qgz9+vXEBr8lWO27Ca5N3REREY2zZ/bD3Ny0wnW45IVrOlzyUl11uOSlsnWWXX6IW2lZWOHeAP8MbYkWFnqYcDwGGV9yAQCWuhqY284eR4a2RFD/pjCtoYZJJ2LxLie/RM3KvqaqoCMLIkJk2qoqv0yeHzc3NzRo0AAAsH//fvD5fEycOBHLly8Hj8eDlZUVpk+fjunTpwMozG68Y8cOnDt3DhcvXoSZmRn8/PzQs2dPRjMhIQGzZs3CtWvXoKGhgc6dO8Pf3x/6+voAgJCQEKxYsQLx8fHg8/lo0aIFAgICYGNjAwB49uwZateujYMHD2LTpk2IjY2FjY0Ntm7dCjc3NwCFk6LbtWuHs2fP4o8//sDjx4/RqFEj7Ny5E46OjgAKh72mT5+ODx8+MN7OnDmDJUuW4OHDhzA1NcXw4cOxYMECKCqyn+ZVWp6fGxFnEBsXjyle85m2B/fDcPp0CBYsZJ87RB46XPLCNR0ueamuOlzyUlk6nwL6IFcgROutV+Hf0wm/1f6WtnDA/ptoY62PyS3rSJzjS54AvwVexV99XNDMQq/EOT9V+bWRl87PyvPjaSnbfK39z6vmPK1fqucnODgYioqKiIqKwqZNm+Dv74+dO3eWuP/SpUvRv39/3L9/H926dcOQIUPw7t07AEB6ejratm0LJycn3LlzByEhIXjz5g369+/PHJ+dnY0ZM2bg9u3buHLlChQUFNC7d2+IROKdhbNnz8bMmTMRFxeHli1bomfPnsjKypLYZ/369bh9+zYMDQ3Rs2dPFBQUFOv74sWL8PT0xNSpU5GQkIBt27Zhz549WLlyZXlfOjGUlJTg7NwQl/8NF2u/fDkcLZqXXUFenjpc8sI1HS55qa46XPJS2TpCEYGQECjzxb9WVBQVEPfqg8T+BUIRjse/hKayIuoaFF9HsLxefiUdWflVa3v9UsGPubk5/P39YWdnhyFDhsDLywv+/v4l7j9ixAgMGjQItra2WLVqFbKzsxEdHQ0ACAwMhLOzM1atWoV69eqhcePG2L17N0JDQ5GUlAQA6Nu3L/r06YM6derAyckJu3btwoMHD5CQkCB2nilTpqBv376wt7dHYGAgtLW1sWvXLrF9Fi9ejE6dOsHR0RHBwcF48+YNTpw4UazvlStXYt68eRg+fDisra3RqVMnLF++HNu2bZPl5WPQ168JRUVFZLzJFGvPyMiEkbFhhepwyQvXdLjkpbrqcMlLZetoKCuioYk2dkQ9QcaXXAhFBOcS/0P864/IzPlWruLak7doufUKmm3+F/tjn+OvPi7QVVPm5DVVBR1K+filgp/mzZuLFets0aIFkpOTIRQWX024YcOGzL81NDSgpaWFjIwMAEBMTAxCQ0OhqanJbPXq1QMApKamMv8fPHgwrK2tUaNGDdSuXRsAkJaWJnaeFi1aMP9WVFSEq6srEhMTS9ynZs2asLOzk9iniJiYGCxbtkzM29ixY5Geno6cnJxij8nLy8OnT5/EtrJGRH98nsfjlXnMz9Lhkheu6XDJS3XV4ZKXytRZ4e4IAsB95zU02/wvDt5NQ9d6JlD47r7bxFwXh4a0wJ4BTdHSSh9zzt/Du5y8EjXL6+VX0ykvRMb/qio0z08pKCkpiT3m8XjMkJVIJEKPHj2wZs0aieNMTEwAAD169IC5uTl27NgBU1NTiEQiNGjQAPn5pU/uKzpXefcRiURYunQp+vSRHMtVVVUt9pjVq1dj6dKl4voKmuDxa0jsm5n5DgKBAEbGBmLtBgZ6yHjztkzf8tThkheu6XDJS3XV4ZIXLuiY66hjV78m+FogwJd8IQw0VDD33D2Y1fhWiFVNSREWOoqw0FFHQxMd9NwTgRPxrzC6qTUnr4nrOrJSlVdsycIv1fNz69Yticd16tQBn8+XWsvZ2RkPHz6ElZUVbG1txTYNDQ1kZWUhMTERCxcuRIcOHWBvb4/379+X6UsgECAmJobpRSpun/fv3yMpKUlin++9PX78WMKXra0tFBSKf8vnz5+Pjx8/im08heLH4QsKChAbex8dO7QRa+/YsQ1u3rpT7DE/S4dLXrimwyUv1VWHS164pKOmpAgDDRV8yi3AjedZcLMpZRiHEBQIS/4K5so1cVVHVn7VOT+/VM/PixcvMGPGDIwfPx6xsbHYvHkz/Pz8yqU1efJk7NixA4MGDcLs2bOhr6+PlJQUHDp0CDt27ICuri709PSwfft2mJiYIC0tDfPmFZ9NdevWrahTpw7s7e3h7++P9+/fY9SoUWL7LFu2DHp6ejAyMsKCBQugr6+PXr16Fau3aNEi/O9//4O5uTn69esHBQUF3L9/Hw8ePMCKFSuKPUZFRQUqKipibaX1PvkH7EBwUABiYu7hVlQMxo72hIW5GbZt31fKq/ZzdLjkhWs6XPJSXXW45KWydW48ywQBYKWrjhcfvsL/ehKsdNXR08EUXwsE2Bn9FG2tDaCvoYKPuQX4594LvPmSh051jTl7TVVBRxaq8tCVLPxSwc+wYcPw9etXNG3aFHw+H15eXuVObGhqaorIyEjMnTsX7u7uyMvLg6WlJbp06QIFBQXweDwcOnQIU6dORYMGDWBnZ4dNmzYxS9i/x9fXF2vWrEFcXBxsbGxw6tQpZrn89/tMmzYNycnJaNSoEU6fPg1l5eInCbq7u+Ps2bNYtmwZ1q5dCyUlJdSrVw9jxowp17UWx5Ejp6FXUxcLF3jDxMQQ8Q8fo0fPoUhLk245pjx0uOSFazpc8lJddbjkpbJ1vuQLsDkyGW++5EJbRQkd6hhhcktbKPEVICIEz95l40zCf/iQmw9tVWXUN6qB3f2awEZPk7PXVBV0KNLzS+X5cXJy4lQJi6I8P3FxcXBycip2n6I8P+/fv6/wEhal5fmhUCiUImhtr5/Pz8rz08eyZ9k7lcLx56fl5KRi+aV6figUCoVCoXzjF+n/kIAGPxQKhUKh/KJU5UnLsvDLBD9hYWGVbUECKyurMqNuNze3XzYyp1AoFMrP5Vdd6v7LBD8UCoVC+TnIa67O5/M+ctHR6rZcLjqU6ssvleenKmBlZcWpSdkUCoVCqb78qhmeafBDKTcTxg9H8uOb+PIpFVG3LqB1q6aVpsMlL1zT4ZKX6qrDJS9c0VFVVYCxkSrs6+nDprYmTp/cIZMXNvwbl4w+y4NhbaUBczN1aKiLJ7DV0VbCvDlj8DT1FrI/P0HsnYtwa9usXOfiwmssD37VJIc0+KGUi379emKD3xKs9t0E16buiIiIxtkz+2FublrhOlzywjUdLnmprjpc8sIlHQUeDzY2NljjuxoAMGv20nJ7AYBTNx9i9MYjJT5/78l/mLv7HLo3tceLVzn4/KUARoaqUFH59jXXv19PLFq0AKtWb0Lzll0QHX0bp07ug4VF1XyN5QEhRKatqvLL5PnhCm5ubmjQoAEAYP/+/eDz+Zg4cSKWL18OHo8HKysrTJ8+HdOnTy82D9CHDx+gq6uL0NBQuLm5MXmAQkJCMG/ePDx69AgtWrTAoUOHEBMTgxkzZuDVq1fo3r07du3aBXV1ddZeS8vzcyPiDGLj4jHFaz7T9uB+GE6fDsGChb6szyEPHS554ZoOl7xUVx0ueeGaTpGG/4aVSH/zFTk5QjGNmrrK0NJUhIICD/n5IuybOwBN6poXq3Xq5kOcjkrArun9in1+zq5zyM7Nx9bJvZk5PyZGqhCKCDLe5hV7TQoKQOLDazhx8gLmzV9doa+NtDo/K8+Pu3lXmY6/+OKCnJxULLTnpxIIDg6GoqIioqKisGnTJvj7+2Pnzp0yaS5ZsgRbtmzBjRs38OLFC/Tv3x8bN27EgQMHcO7cOVy+fBmbN2+Wi38lJSU4OzfE5X/DxdovXw5Hi+auFarDJS9c0+GSl+qqwyUvXNMpS8PQQAWqqny8ycjFi1c5+JItwOStJ/A8o/gaiGVx/2k6mttbirXlfBVCVZVfoh8FBR4iIyPRrGnVfI0p5YcGP5WAubk5/P39YWdnhyFDhsDLywv+/v4yaa5YsQKtWrVC48aNMXr0aISHhyMwMBCNGzfGb7/9ht9//x2hoaFy8a+vXxOKiorIeJMp1p6RkQkj41IKGP4EHS554ZoOl7xUVx0ueeGaTmkaIiKEpoYi3mTkIjdPBIGA4OOnAjS2McWpmw9Z+/yezE/Z0NMS79kWCgkU+bwS/ejXVEH667cwNBKvrF7e66qM90pWKnLC8+rVq9GkSRNoaWnB0NAQvXr1wuPHj8X9EIIlS5bA1NQUampqcHNzw8OH5ftMlAZd6l4JNG/eXKxoaIsWLeDn5wehUFhuzYYNGzL/NjIygrq6OqytrcXaoqOjSzw+Ly8PeXl5Ym2EkFKLm/44Ysrj8co1BiwPHS554ZoOl7xUVx0ueeGaTnEaqSnJ4PF4sKglHqzEJL+CtoYaACD93Sf0Wb6XeU4oEkEgFKGF9xamrXvTelg4qON32sWdv3g/+nrKUFZWQHa2oMq/xrJQkZOWw8PDMXnyZDRp0gQCgQALFixA586dkZCQAA0NDQDA2rVrsWHDBuzZswd169bFihUr0KlTJzx+/BhaWlpy80KDHw6joFDYMff9H0JBQUGx+yopKTH/5vF4Yo+L2kSiktNZrV69GkuXLhU/RkETPH4NiX0zM99BIBDAyFj815KBgR4y3rwt8Rw/Q4dLXrimwyUv1VWHS164pvO9xtuMb7/uDQz08OHDRxBC8PK/HLHg5N7OKVBXKbx3GWhr4vB8T+a5K/eScSUuBatGfJujoqn2rbizfg0NZH7KEfPA5/MgFBEJP/o1laGhrohX6V+hr191X2N5UJGBVkhIiNjjoKAgGBoaIiYmBm3atAEhBBs3bsSCBQvQp09hvbjg4GAYGRnhwIEDGD9+vNy80GGvSuDWrVsSj+vUqQM+X3xZpoFB4R9Feno603b37t2f4mn+/Pn4+PGj2MZTKD7KLigoQGzsfXTs0EasvWPHNrh56w7rc8pDh0teuKbDJS/VVYdLXrimU5pG1rtP4PF44CvwIBAQZrMw1IG+dmEPgCJfARaGOsxWU1MdKsqK4m3fDXM1rG2CW4nPxc6lrsZHbq5QzE+P7m7Q0FDEf+lfIRCQKv0ay4PKXOr+8eNHAEDNmjUBAE+fPsXr16/RuXNnZh8VFRW0bdsWN27ckOlcP0J7fiqBFy9eYMaMGRg/fjxiY2OxefNm+Pn5SeynpqaG5s2bw9fXF1ZWVsjMzMTChQt/iicVFRWoqKiItZU25OUfsAPBQQGIibmHW1ExGDvaExbmZti2fZ9U55WHDpe8cE2HS16qqw6XvHBJh8cDVq7egOVL52CjP2Bmaojf+/aGkqICDh0+i9yvBTA0UEXWuzzk5YvAV+Ah6NJt2Jrq47cGtaXyCgCD2zXGaP9/EHTpNpSUeNBQV4SaGh+v0r8y++zaFYTNm/0QFX0PN27cwejRQ2BhbobtO6rma8wFipsyUdz3yY8QQjBjxgy0bt2aWQH9+vVrAIXTNL7HyMgIz58/l9CQBRr8VALDhg3D169f0bRpU/D5fHh5eWHcuHHF7rt7926MGjUKrq6usLOzw9q1a8Wi4sriyJHT0Kupi4ULvGFiYoj4h4/Ro+dQpKVJtxxTHjpc8sI1HS55qa46XPLCJR0VFT4eJdxGv36FS9NFws/455+9OHP2NKOhq6MMvZoqUFTkQSgkePDsNVrXlz7wAQAna1P4juyGrWdvwNxMHQUFBG8ycpGX9224PyzsElavXo0Ff0yHoaEhkpKSMH78OLzLeiPVubjyGssDWbM0FzdlYvHixViyZEmpx02ZMgX3799HRESExHM//vAua/5peaB5fioYNzc3ODk5VYkSFqXl+aFQKBR5Q2t7lczPyvPTxqyDTMdffnJe6p4fLy8vnDx5EteuXUPt2t+C3SdPnsDGxgaxsbFo3Lgx0+7h4QEdHR0EBwfL5PV76JwfCoVCoVB+UYiMm4qKCmrUqCG2lRT4EEIwZcoUHD9+HFevXhULfACgdu3aMDY2xuXLl5m2/Px8hIeHo2XLlnK9bjrsRaFQKBTKL0pFLnWfPHkyDhw4gFOnTkFLS4uZ46OtrQ01NTXweDxMnz4dq1atQp06dVCnTh2sWrUK6urqGDx4sFy90OCnggkLC6tsCxQKhUKhVDiBgYEACqd/fE9QUBBGjBgBAJgzZw6+fv2KSZMm4f3792jWrBkuXbok1xw/AJ3zQykFOueHQqFURb7+d10uOmqmv8lFRx78rDk/LczayXT8zVfyqRxQ0dCeHwqFQqFQflF+1f4POuG5iuPm5obp06dXyrknjB+O5Mc38eVTKqJuXUDrVk0rTYdLXrimwyUv1VWHS164psNGQ1VVAcZGqrA0V4dNbU2oq/NL1dm8aQns7YxgZaGB2pYaMDNRg5qa5DHyRllJAabGaqhtqYE/5o1BavItsevSUOfDxFhVKl/yeq/KS2UmOaxMaPAjZ0oqP1Hd6NevJzb4LcFq301wbeqOiIhonD2zH+bmphWuwyUvXNPhkpfqqsMlL1zTYauhwOMhP1+EzKw8VjpXr4RiwoTREBFNvHyVg6+5QpgYqUJZufxfaa/S36BBq64lPs/jASbGqhAIRWjeoiMWLlyAbdv+Qrt23ZnrsrExx9evQqS//srKl7zeK1moyMKmnIJwgLZt25LJkyeTyZMnE21tbVKzZk2yYMECIhKJCCGEvHv3jgwdOpTo6OgQNTU10qVLF5KUlMQcHxQURLS1tcmZM2dI3bp1iZqaGunbty/58uUL2bNnD7G0tCQ6OjpkypQpRCAQMMfl5eWR2bNnE1NTU6Kurk6aNm1KQkNDxbxt376d1KpVi6ipqZFevXoRPz8/oq2tzTy/ePFi0qhRI7Jr1y5Su3ZtwuPxiEgkIhcuXCCtWrVirqd79+4kJSWFOe7p06cEADl27Bhxc3MjampqpGHDhuTGjRvMPpmZmWTgwIHEzMyMqKmpkQYNGpADBw4wzw8fPlxi5eHTp08JIYQ8fPiQdO3alWhoaBBDQ0Pi6elJ3r59K9X7wlcyLXGLioohgX8Fi7UlJCYR3zWbSj3uZ+hwyQvXdLjkpbrqcMkL13TKo1G3bl2ipW0utY6VlQ3RN7AkfCVTkv82leS/TSWH9wQS904dSIMG9Yl7x/Zk77YA5rkft6f3b5C6deuKtX1/Pt2aFsTGpo6YHz19S2JtbVvqdX3vS5bX52fhavKbTFtVhTM9P8HBwVBUVERUVBQ2bdoEf39/7Ny5EwAwYsQI3LlzB6dPn8bNmzdBCEG3bt3EellycnKwadMmHDp0CCEhIQgLC0OfPn1w/vx5nD9/Hvv27cP27dtx9OhR5piRI0ciMjIShw4dwv3799GvXz906dIFycnJAIDIyEhMmDAB06ZNw927d9GpUyesXLlSwntKSgr++ecfHDt2jKm9lZ2djRkzZuD27du4cuUKFBQU0Lt3b4niogsWLMCsWbNw9+5d1K1bF4MGDYJAIAAA5ObmwsXFBWfPnkV8fDzGjRuHoUOHIioqCgAQEBCAFi1aYOzYsUhPT0d6ejrMzc2Rnp6Otm3bwsnJCXfu3EFISAjevHmD/v37y+W9UlJSgrNzQ1z+N1ys/fLlcLRo7lqhOlzywjUdLnmprjpc8sI1nYr2wlPgQSj89vzR0xewaVswpo4bjtN/b8fU8SOwecdenDp/GeVBVaWwTtj3fnK+CqGoqABFRV6J1/WjL2mv62dDCJFpq6pwZsKzubk5/P39wePxYGdnhwcPHsDf3x9ubm44ffo0IiMjmSRHf//9N8zNzXHy5EkmdXpBQQECAwNhY2MDAPj999+xb98+vHnzBpqamnBwcEC7du0QGhqKAQMGIDU1FQcPHsTLly9halrYxThr1iyEhIQgKCgIq1atwubNm9G1a1fMmjULAFC3bl3cuHEDZ8+eFfOen5+Pffv2MYVIAaBv375i++zatQuGhoZISEhg6pgUnbN79+4AgKVLl6J+/fpISUlBvXr1YGZmxpwbKMyKGRISgiNHjqBZs2bQ1taGsrIy1NXVYWxszOwXGBgIZ2dnrFq1imnbvXs3zM3NkZSUhLp165bzXSpEX78mFBUVkfEmU6w9IyMTRsaGFarDJS9c0+GSl+qqwyUvXNOpSC862kpQ4PGQnS1gnv9rz0HM9hqLTm6tAAC1TI3x5Fka/jl1AR7dOrE+fxF8RR4EBUTMj1BY+OXP5/OKva7ifElzXRVBVZ63IwucCX6aN28uVrujRYsW8PPzQ0JCAhQVFdGsWTPmOT09PdjZ2SExMZFpU1dXZwIfoLAQmpWVFTQ1NcXaMjIyAACxsbEghEgEAnl5edDT0wMAPH78GL179xZ7vmnTphLBj6WlpVjgAwCpqanw8fHBrVu3kJmZyfT4pKWliQU/DRs2ZP5tYmICAMjIyEC9evUgFArh6+uLw4cP49WrV0wBOQ0NjRJfRwCIiYlBaGio2LV/76u44Ke44nSkjHoqP0b9PB6vXL8E5KHDJS9c0+GSl+qqwyUvXNP52V40NRShq6OM129yIRQV7vPu/Qe8fvMWi1ZvxOI1AcwxQqEQmt/dPz2GjMd/bzKKTgAAaNLx2z3f3EwNL159K4z6vYOyrqs4X9JcV0VRlXtvZIEzwY+0/PjFrKSkJPY8j8crtq0oCBGJRODz+YiJiQGfLz4bvyhoKO7Lv7gPSnHBSI8ePWBubo4dO3bA1NQUIpEIDRo0QH5+vth+33ssOleRRz8/P/j7+2Pjxo1wdHSEhoYGpk+fLqHxIyKRCD169MCaNWsknisKsH6kuOJ0PAVN8Pg1JPbNzHwHgUAAI2PxgM/AQA8Zb96W6k3eOlzywjUdLnmprjpc8sI1nYrwcu7sWRjoq+BNRi6+5n4bWxL9/316ydypaFi/nthxCgrfZnsE+i2DQFB43Ju3mRg5ZS6O7dnKPF+/5UDm30IBgSKfJ+aHzy+8ZwuFROy6NDQUi/XF9rqkeX1k5Vft+eHMnJ9bt25JPK5Tpw4cHBwgEAiYeS4AkJWVhaSkJNjb25f7fI0bN4ZQKERGRgZsbW3FtqIhpHr16iE6OlrsuDt37pSpnZWVhcTERCxcuBAdOnSAvb093r9/L7XH69evw8PDA56enmjUqBGsra2Z+UhFKCsrQ/jDgLKzszMePnwIKysriWsrqddo/vz5+Pjxo9jGUyg+o2ZBQQFiY++jY4c2Yu0dO7bBzVtlvz7y1OGSF67pcMlLddXhkheu6fxsLyrKBLt2bcebt7nI+Sp+D9SvqQsjAz28/O81LGqZim21TL9NETA1NmLaTY2NAEBsX4HgW2CQmyeEqipfzI+6Gh8CgQgCAWGuS1NDEYb6KsX6+hmvD6V8cKbn58WLF5gxYwbGjx+P2NhYbN68GX5+fqhTpw48PDwwduxYbNu2DVpaWpg3bx7MzMzg4eFR7vPVrVsXQ4YMwbBhw+Dn54fGjRsjMzMTV69ehaOjI7p16wYvLy+0adMGGzZsQI8ePXD16lVcuHCh1KEgANDV1YWenh62b98OExMTpKWlYd68eVJ7tLW1xbFjx3Djxg3o6upiw4YNeP36tVjQZ2VlhaioKDx79gyampqoWbMmJk+ejB07dmDQoEGYPXs29PX1kZKSgkOHDmHHjh0SPV1A8VV4S7tO/4AdCA4KQEzMPdyKisHY0Z6wMDfDtu37pLpGeehwyQvXdLjkpbrqcMkL13TYavB4gJLSt9/iSooKUFYmEAkJBEKCWbPnoWmThhgxfABuRcXArY0LAgI2Ir9ACXl5IqYHhogIikaYJo7yhO/Gv6ChoY7fmrsiv6AADx8l49PnLxg+sI9UrwUAfPkigK6OMgwNVLB5y07s2rkRz58/QnhYNKZOHQgLczPs338QhgYqyMzKK9FXeV6fn0mVXq4uA5wJfoYNG4avX7+iadOm4PP58PLywrhx4wAU1v2YNm0a/ve//yE/Px9t2rTB+fPnJYa1pCUoKAgrVqzAzJkz8erVK+jp6aFFixbo1q0bAKBVq1b466+/sHTpUixcuBDu7u7w9vbGli1bStVVUFDAoUOHMHXqVDRo0AB2dnbYtGmTRD2TsvDx8cHTp0/h7u4OdXV1jBs3Dr169cLHjx+ZfWbNmoXhw4fDwcEBX79+xdOnT2FlZYXIyEjMnTsX7u7uyMvLg6WlJbp06SLW5SsLR46chl5NXSxc4A0TE0PEP3yMHj2HIi1NuhTs8tDhkheu6XDJS3XV4ZIXrumw1VBR4cPMRI15rK9X+EPs0+cCvM3MQ3JyCvLzsnHo0CGYmBhiwICBEAoF4CsIYGXxrTe7aH8A+L1nF6ipqiDowFFs+HMX1FRVUdfGCp79e0n1OhQhIkD661zo66vg1s1/sWLFSkyaOBlLlyxhruvjhwyoqfFhoK+K7wezvvdVntfnZyL6Ref8cKK2l5ubG5ycnLBx48bKtlImY8eOxaNHj3D9unxqx3AZWtuLQqFURWhtL/bUN2pW9k6l8PBNVNk7cRDO9PxwlfXr16NTp07Q0NDAhQsXEBwcjD///LOybVEoFAqFIjO/as8PDX7KIDo6GmvXrsXnz59hbW2NTZs2YcyYMZVti0KhUCgUSjnhRPATFhZW2RZK5J9//qlsCxQKhUKh/BTohGcKhUKhUKoB8pqr87qdrcwaxqEpcnDy86DDXhQKhUKhUH4pftWeH84kOazO7NmzBzo6OpVtg0KhUCgUMUSEyLRVVX6Z4GfEiBHo1atXZduoVkwYPxzJj2/iy6dURN26gNatmlaaDpe8cE2HS16qqw6XvHBNh0teyqOjG3wI+hfDJTaNydMBAOqeI6Czcy/0ToWg5tGzqOHrB0U79tUH5HVdFOn4ZYIfthQUFFS2BdYU57Wi/Pfr1xMb/JZgte8muDZ1R0RENM6e2Q9zc9MK1+GSF67pcMlLddXhkheu6XDJS3l1Pkwdj6yBvZnt47wZAID862EAAOGrl8jeGoD340fi48wpEL1+jRqr14OnrV1h1yULRMb/qiykmnHkyBHSoEEDoqqqSmrWrEk6dOhAZs2aRVBYkJfZQkNDydOnTwkAcvjwYdK2bVuioqJCdu/eTTIzM8nAgQOJmZkZUVNTIw0aNCAHDhxgznH69Gmira1NhEIhIYSQuLg4AoDMmjWL2WfcuHFk4MCBhBBCgoKCiLa2Njlx4gSpU6cOUVFRIR07diRpaWli3k+fPk2cnZ2JiooKqV27NlmyZAkpKChgngdAAgMDSc+ePYm6ujpZtGgRWbx4MWnUqBHZtWsXqV27NuHxeGTPnj2kZs2aJDc3V0y/T58+ZOjQoaxfS76SaYlbVFQMCfwrWKwtITGJ+K7ZVOpxP0OHS164psMlL9VVh0teuKbDJS/l0XnbuY3ElnP8HyJ49aLY5952bkMye3UhhBDyYc508rZzG7n5+VlY1Wwo01ZVqVY9P+np6Rg0aBBGjRqFxMREhIWFoU+fPli8eDH69++PLl26ID09Henp6WjZsiVz3Ny5czF16lQkJibC3d0dubm5cHFxwdmzZxEfH49x48Zh6NChTHHVNm3a4PPnz4iLiwMAhIeHQ19fH+Hh4YxmWFgY2rZtyzzOycnBypUrERwcjMjISHz69AkDB36rGHzx4kV4enpi6tSpSEhIwLZt27Bnzx6sXLlS7BoXL14MDw8PPHjwAKNGjQIApKSk4J9//sGxY8dw9+5d9O/fH0KhEKdPn2aOy8zMxNmzZzFy5EiZX2clJSU4OzfE5X/DxdovXw5Hi+auFarDJS9c0+GSl+qqwyUvXNPhkhe56SgqQqV9J+RevFDi86rdekD05TMET1J/vh85IAKRaauqVKvVXunp6RAIBOjTpw8sLS0BAI6OjgAANTU15OXlMRXbv2f69Ono00e80N2sWbOYf3t5eSEkJARHjhxBs2bNoK2tDScnJ4SFhcHFxQVhYWHw9vbG0qVL8fnzZ2RnZyMpKUmslldBQQG2bNmCZs0KU4kHBwfD3t4e0dHRaNq0KVauXIl58+Zh+PDhAABra2ssX74cc+bMweLFixmdwYMHM0FPEfn5+di3bx8MDAzE9gsKCkK/fv0AAH///Tdq1aoldX2x4tDXrwlFRUVkvMkUa8/IyISRsWGF6nDJC9d0uOSluupwyQvXdLjkRV46yi1/A09TE3mXxIMfpWYtUGP+IkBFFaJ3Wfg0fxbIp48lqMjPjzwgVXjSsixUq56fRo0aoUOHDnB0dES/fv2wY8cOvH//vszjXF3Fo2yhUIiVK1eiYcOG0NPTg6amJi5duoS0tDRmHzc3N4SFhYEQguvXr8PDwwMNGjRAREQEQkNDYWRkhHr16jH7Kyoqip2nXr160NHRQWJiIgAgJiYGy5Ytg6amJrONHTsW6enpyMnJKdErAFhaWooFPkBhDbJLly7h1avCejBBQUEYMWJEiZXa8/Ly8OnTJ7GtrD+KH5/n8Xjl+kOShw6XvHBNh0teqqsOl7xwTYdLXmTVUXXvhoLb0RC9yxJrL7gbh/eTxuCj92QU3ImG1oIl4Gnr/HQ/lPJTrYIfPp+Py5cv48KFC3BwcMDmzZthZ2eHp0+flnqchoaG2GM/Pz/4+/tjzpw5uHr1Ku7evQt3d3fk5+cz+7i5ueH69eu4d+8eFBQU4ODggLZt2yI8PFxiyKuI4gKPojaRSISlS5fi7t27zPbgwQMkJydDVVW1RK8ltTVu3BiNGjXC3r17ERsbiwcPHmDEiBElvgarV6+Gtra22EZEn4vdNzPzHQQCAYyMxQMuAwM9ZLx5W+I5foYOl7xwTYdLXqqrDpe8cE2HS17koaNgaASlxi7IDTkr+WReLkT/vYLgUQK++K8FhEKodun+U/3Ii1912KtaBT9AYTDRqlUrLF26FHFxcVBWVsaJEyegrKwMoVDISqOoJ8fT0xONGjWCtbU1kpOTxfYpmvezceNGtG3bFjweD23btkVYWFixwY9AIMCdO3eYx48fP8aHDx+Y3iFnZ2c8fvwYtra2EpuCQvnepjFjxiAoKAi7d+9Gx44dYW5uXuK+8+fPx8ePH8U2noJWsfsWFBQgNvY+OnZoI9besWMb3Lx1p9hjfpYOl7xwTYdLXqqrDpe8cE2HS17koaPauSvIhw/Ij7pV9sl4AE9J6af6kReEEJm2qkq1mvMTFRWFK1euoHPnzjA0NERUVBTevn0Le3t75Obm4uLFi3j8+DH09PSgXcoyRFtbWxw7dgw3btyArq4uNmzYgNevX8Pe/lvuhqJ5P/v370dAQACAwoCoX79+KCgokJhbo6SkBC8vL2zatAlKSkqYMmUKmjdvjqZNC3M6LFq0CP/73/9gbm6Ofv36QUFBAffv38eDBw+wYsWKcr0eQ4YMwaxZs7Bjxw7s3bu31H1VVFSgoqIi1lbSEBkA+AfsQHBQAGJi7uFWVAzGjvaEhbkZtm3fJ5VHeehwyQvXdLjkpbrqcMkL13S45EUmHR4PKp27IvffEED03Y9oFVWoDx6K/JuREL3LAq9GDaj9rxcU9A2Qdz2swq5LFqpyokJZqFbBT40aNXDt2jVs3LgRnz59gqWlJfz8/NC1a1e4uroiLCwMrq6u+PLlC0JDQ2FlZVWsjo+PD54+fQp3d3eoq6tj3Lhx6NWrFz5+FJ/A1q5dO8TGxjKBjq6uLhwcHPDff/+JBUoAoK6ujrlz52Lw4MF4+fIlWrdujd27dzPPu7u74+zZs1i2bBnWrl0LJSUl1KtXT6YK8jVq1EDfvn1x7tw5uSd4PHLkNPRq6mLhAm+YmBgi/uFj9Og5FGlprypch0teuKbDJS/VVYdLXrimwyUvsugoNXYB38gYuRfPiz8hEoFfywJaPu5QqKEN0edPECQ9wseZUyF8/qzCrosiPTxSlfutKGXSqVMn2NvbY9OmTVIfq6hs9hMcUSgUStWAS4VNBfk/JyAy1mGfjbo4Xn9IlJOTiqVa9fxQvvHu3TtcunQJV69exZYtWyrbDoVCoVA4yK/a/0GDn2qKs7Mz3r9/jzVr1sDOzq6y7VAoFAqFg1TlFVuyQIOfasqzZ88q2wKFQqFQOA7t+aFQKBQKhcIgj/k6X19clYMTirypdnl+qiNhYWHg8Xj48OFDZVuhUCgUSjVCRIhMW1Xllw9+3NzcMH369Mq2USWZMH44kh/fxJdPqYi6dQGtWzWtNB0ueeGaDpe8VFcdLnnhmg6XvLDVUVVVgLGRKizN1WFTWxPq6vxSdTZvWgJ7OyNYWWigtqUGzEzUoKYmeYy8efz4MTw9PdGwYUP89ttv2LJli9gw1qVLlzBy5Eg0b94czs7OGDBgAK5fvy6m8asmOfzlgx958X3pi1+Bfv16YoPfEqz23QTXpu6IiIjG2TP7YW5uWuE6XPLCNR0ueamuOlzywjUdLnmRRkeBx0N+vgiZWXmsdK5eCcWECaMhIpp4+SoHX3OFMDFShbJy+b9iX6W/QYM2PUt8/suXLxg1ahQMDQ1x9OhR+Pj4YPfu3QgKCmL2uX37Nlq2bInt27fj+PHjaNasGSZOnIiEhARmn1+1vAVIFeP06dNEW1ubCIVCQgghcXFxBACZNWsWs8+4cePIwIEDSWZmJhk4cCAxMzMjampqpEGDBuTAgQPMfsOHDycAxLanT58SQgh5+PAh6dq1K9HQ0CCGhobE09OTvH37ljm2bdu2ZPLkycTb25vo6emRNm3akNDQUAKAhISEECcnJ6KqqkratWtH3rx5Q86fP0/q1atHtLS0yMCBA0l2djajJRKJyJo1a0jt2rWJqqoqadiwITly5AjzfJHu+/fvmbajR48SBwcHoqysTCwtLcn69evFXidLS0uycuVKMnLkSKKpqUnMzc3Jtm3bpHqt+UqmJW5RUTEk8K9gsbaExCTiu2ZTqcf9DB0ueeGaDpe8VFcdLnnhmg6XvJRXp27dukRL21xqHSsrG6JvYEnyXz9itsO7txD3ju1Jgwb1iXvHdmRv4Aax57/fnsaFk7p16zKPf+Tvv/8mLi4uJC8vj2nbtm0bad26NRGJRCXe17t160Y2b97MPNZSry3TVlWpcj0/RTW14uLiAADh4eHQ19dHeHg4s09Rba3c3Fy4uLjg7NmziI+Px7hx4zB06FBERUUBAAICAtCiRQumenp6ejrMzc2Rnp6Otm3bwsnJCXfu3EFISAjevHmD/v37i3kJDg6GoqIiIiMjsW3bNqZ9yZIl2LJlC27cuIEXL16gf//+2LhxIw4cOIBz587h8uXL2Lx5M7P/woULERQUhMDAQDx8+BDe3t7w9PQUu6bviYmJQf/+/TFw4EA8ePAAS5YsgY+PD/bs2SO2n5+fH1xdXREXF4dJkyZh4sSJePTokUyvP1BYqsPZuSEu/yvu7/LlcLRoLll1/mfqcMkL13S45KW66nDJC9d0uOSlMnR4Cjx8X07y6JmL2LRjP6aO9cTpvVsxdexQbN71N05duML63N9z9+5dNGnSBMrKykxb69atkZGRgZcvXxZ7jEgkQnZ2NnR0dMp1zupElVvtVVRTKywsDC4uLggLC4O3tzeWLl2Kz58/Izs7G0lJSXBzc4OZmRlmzZrFHOvl5YWQkBAcOXIEzZo1g7a2NpSVlaGurg5jY2Nmv8DAQDg7O2PVqlVM2+7du2Fubo6kpCTUrVsXQGENsLVr1zL7vH79GgCwYsUKtGrVCgAwevRozJ8/H6mpqbC2tgYA/P777wgNDcXcuXORnZ2NDRs24OrVq2jRogUAwNraGhEREdi2bVux1eE3bNiADh06wMfHBwBQt25dJCQkYN26dWKV27t164ZJkyYBAObOnQt/f3+EhYUxxVTLi75+TSgqKiLjTaZYe0ZGJoyMDStUh0teuKbDJS/VVYdLXrimwyUvFa2jo60EBR4P2dkC5vm/gg9j9uSR6NS2JQCglqkxnjx7gX9OX4RH1w6sz19EZmYmzMzEs/Dr6ekxzxVXyHr37t34+vUrunbtyrRV5UnLslDlgh+gcJJyWFgYZsyYgevXr2PFihU4duwYIiIi8OHDBxgZGaFevXoQCoXw9fXF4cOH8erVK+Tl5SEvLw8aGhql6sfExCA0NBSampoSz6WmpjLBj6tr8b8WGjZsyPzbyMgI6urqTOBT1BYdHQ0ASEhIQG5uLjp16iSmkZ+fj8aNGxern5iYCA8PD7G2Vq1aYePGjRAKheDz+RI+eDwejI2NkZGRUaxm0WvzPYSQUoubkh/+aHg8XrkmwMlDh0teuKbDJS/VVYdLXrimwyUvFaGjqaEIXR1lvH6TC6GocJ93Hz7idUYmFq3ZjMXrtjLHCIVCaGqoM489hk3Gf2/eFp0AANDEvf//6yvA1NQU586dEztncRTXfvbsWWzZsgV//vknEyQBAKnK83ZkoMoGP7t27cK9e/egoKAABwcHtG3bFuHh4Xj//j3TW+Ln5wd/f39s3LgRjo6O0NDQwPTp08ucnCwSidCjRw+sWbNG4jkTExPm3yUFUUpKSsy/eTye2OOiNpFIxJwLAM6dOycRxf9YZb2I4oKS4v54Szvvj6xevRpLly4V319BEzx+DYl9MzPfQSAQwMjYQKzdwEAPGUV/uCyQhw6XvHBNh0teqqsOl7xwTYdLXipK59zZszDQV8GbjFx8zf025lV0310yewoaOtQVO05B4dvsk8C1iyEQFPYWvcl8h5FT/8CxXRsBAIr61lBU/PaVra+vj7dvxX1nZWUBgFhwAwDnz5/HggULEBAQgJYtW4o996v2/FS5OT/At3k/GzduRNu2bcHj8dC2bVuEhYUx830A4Pr16/Dw8ICnpycaNWoEa2trJCcni2kpKytD+P3ALApLQzx8+BBWVlawtbUV28rqNZIWBwcHqKioIC0tTeJcxXVbFh0TEREh1nbjxg3UrVuX6fWRlvnz5+Pjx49iG09Bq9h9CwoKEBt7Hx07tBFr79ixDW7eusP6nPLQ4ZIXrulwyUt11eGSF67pcMlLReioKBPs2rUdb97mIuer+HeKfk1dGBno4WX6a1jUMhXbapl+m3JhamzItJsaFQZXRY8tLS3FfiAXzUn9/sd8REQEDA0NUatWLabt7NmzmDdvHvz8/ODm5iZxPeQXXepeJXt+iub97N+/HwEBAQAKA6J+/fqhoKCAeYNtbW1x7Ngx3LhxA7q6utiwYQNev34Ne/tvVWytrKwQFRWFZ8+eQVNTEzVr1sTkyZOxY8cODBo0CLNnz4a+vj5SUlJw6NAh7Nixo9wBRnFoaWlh1qxZ8Pb2hkgkQuvWrfHp0yfcuHEDmpqaGD58uMQxM2fORJMmTbB8+XIMGDAAN2/eZLozy4uKiopET1NpQ17+ATsQHBSAmJh7uBUVg7GjPWFhboZt2/dJdV556HDJC9d0uOSluupwyQvXdLjkRRodHg9QUvrWN6CkqABlZQKRkEAgJJg1ex6aNmmIEcMH4FZUDNzauCAgYCPyC5SQlycCn1947ySib8HBxJGD4BuwHRrq6vituQvy8wvw8HEKPn3+guEDekl1HQDQo0cPbN26FfPnz8f48ePx/PlzbNu2DZMnT2bu3WfPnsXcuXPxxx9/oFGjRkxPkaqqKrS0iv9x+6tQJYMfAGjXrh1iY2OZQEdXVxcODg7477//mODGx8cHT58+hbu7O9TV1TFu3Dj06tULHz9+ZHRmzZqF4cOHw8HBAV+/fsXTp09hZWWFyMhIzJ07F+7u7sjLy4OlpSW6dOki1kUpL5YvXw5DQ0OsXr0aT548gY6ODpydnfHHH38Uu7+zszP++ecfLFq0CMuXL4eJiQmWLVsmNtn5Z3PkyGno1dTFwgXeMDExRPzDx+jRcyjS0l5VuA6XvHBNh0teqqsOl7xwTYdLXqTRUVHhw8xEjXmsr1f4w/DT5wK8zcxDcnIK8vOycejQIZiYGGLAgIEQCgXgKwhgZfFtdODT5wLm37//rzPUVFQQdOg4Nvy1B2qqqqhrbQnPfiXn8ikNLS0t7N69G8uWLUPfvn2hra2NkSNHYuTIkcw+hw8fhkAgwLJly7Bs2TKmvXfv3vD19QVQOXN+/vzzT6xbtw7p6emoX78+Nm7ciN9++61CPfBIVe63ovxUFJXNyt6JQqFQKCUir9peSkZ2ctH5EWWVWmXvVAr5ecUvqy+Jw4cPY+jQofjzzz/RqlUrbNu2DTt37kRCQgIsLCxk8iINNPihlAgNfigUCkU2uB78KMl4ny/Il673rVmzZnB2dkZgYCDTZm9vj169emH16tUyeZGGKjnhmUKhUCgUiuxIlDmQcpOG/Px8xMTEoHPnzmLtnTt3xo0bN2S4CumpsnN+KBQKhUKhVC7F5YgrbgENUJh8USgUwsjISKzdyMiISRJcYcilSAbllyQ3N5csXryY5ObmUh0Oe6muOlzywjUdLnmprjpc8lKZLF68WKJDaPHixcXu++rVKwKA3LhxQ6x9xYoVxM7OrgLcfoPO+aGUm0+fPkFbWxsfP35EjRqSyRB/ZR0ueamuOlzywjUdLnmprjpc8lKZSNPzk5+fD3V1dRw5cgS9e/dm2qdNm4a7d++WWM/yZ0Dn/FAoFAqFQikXKioqqFGjhthWUnUCZWVluLi44PLly2Ltly9flsg8/bOhc34oFAqFQqFUCDNmzMDQoUPh6uqKFi1aYPv27UhLS8OECRMq1AcNfigUCoVCoVQIAwYMQFZWFpYtW4b09HQ0aNAA58+fh6WlZYX6oMEPpdyoqKhg8eLFJXZx/so6XPJSXXW45IVrOlzyUl11uOSlqjFp0iRMmjSpUj3QCc8UCoVCoVB+KeiEZwqFQqFQKL8UNPihUCgUCoXyS0GDHwqFQqFQKL8UNPihUDiGQCDAv//+i23btuHz588AgP/++w9fvnxhrXHt2jUIBIJita9duyY3rxQKhVIVoROeKeUmNzcXqqqqlW2jWvH8+XN06dIFaWlpyMvLQ1JSEqytrTF9+nTk5ubir7/+YqXD5/ORnp4OQ0NDsfasrCwYGhpCKBT+DPsUGUhJSUFqairatGkDNTU1EELA4/Eq2xaFUi2hPT8UqRCJRFi+fDnMzMygqamJJ0+eAAB8fHywa9euCvcTFhYms4abmxv27t2Lr1+/yqRjbW2NrKwsifYPHz7A2tqalca0adPg6uqK9+/fQ01NjWnv3bs3rly5wtpLSV+cWVlZ0NDQYK1TxL59+9CqVSuYmpri+fPnAICNGzfi1KlTrDWOHj2K/v37o3nz5nB2dhbbfmWysrLQsWNH1K1bF926dUN6ejoAYMyYMZg5c2aF+ykoKEC7du2QlJQkN83c3Fy5aclKSkoKLl68yPy9S/P7f8SIEXLrOU1KSsL27duxYsUKLFu2TGyj/Hxonh+KVKxYsQLBwcFYu3Ytxo4dy7Q7OjrC398fo0ePrlA/Xbp0gZmZGUaOHInhw4fD3Nxcag0XFxfMmTMHXl5e6N+/P0aPHo3mzZtLrfPs2bNie1Ty8vLw6tUrVhoRERGIjIyEsrKyWLulpSUrjT59+gAAeDweRowYIZY7RCgU4v79+1KnkQ8MDMSiRYswffp0rFy5krlGHR0dbNy4ER4eHmVqbNq0CQsWLMDw4cNx6tQpjBw5Eqmpqbh9+zYmT54slR95cf36dWzbtg2pqak4evQozMzMsG/fPtSuXRutW7eWSismJgaJiYng8Xiwt7eXKqDz9vaGoqIi0tLSYG9vz7QPGDAA3t7e8PPzk8rLy5cvcfr0aaSlpSE/P1/suQ0bNpR5vJKSEuLj42XudRKJRFi5ciX++usvvHnzhunF9PHxgZWVFet7RW5uLjZv3ozQ0FBkZGRAJBKJPR8bG8tKJysrCwMGDMDVq1fB4/GQnJwMa2trjBkzBjo6Oqxe58+fP6Nz584wNzdn7jlmZmaszv89O3bswMSJE6Gvrw9jY2Ox15rH42HRokVSa1KkpELLqFKqPDY2NuTff/8lhBCiqalJUlNTCSGEJCYmEh0dHdY6AoGArFu3jjRp0oQYGRkRXV1dsY0tWVlZJCAggDRu3Jjw+XzSuXNncvjwYZKXlyfVdQkEAnLy5Eni4eFBlJSUiL29PVm3bh15/fp1mceeOnWKnDp1ivB4PLJ3717m8alTp8jx48fJ5MmTSd26dVn50NXVJQ8fPiSEiL++169fJ4aGhmUeP2LECDJixAjC4/HIgAEDmMcjRowg48aNI6tWrSJv375l5aUIe3t7cuLECQlPDx48IHp6eqw07OzsyIEDByQ0fHx8yOTJk8s8XldXl/Gto6Mj8XmR9rNz9OhRoqamRsaMGUNUVFQYP1u3biVdu3ZlpUEIIW/evCHt2rUjPB6P6OrqEh0dHcLj8Uj79u1JRkYGKw0jIyNy9+5dQoj4a/PkyROioaHB2gshhPz7779EXV2d1K9fnygqKhInJyeio6NDtLW1Sbt27VjrzJgxg8ydO1eqc//I0qVLibW1Ndm/fz9RU1Njruvw4cOkefPmrHUGDRpE9PX1yYQJE8jixYvJkiVLxDa2DB06lLi7u5MXL16Ivc4XL14kDg4OrHUyMzPJxo0biZOTE1FUVCRdunQhR44cIfn5+aw1LCwsiK+vL+v9KfKHBj8UqVBVVSXPnj0jhIjfqB8+fCjVjdrHx4eYmJiQdevWEVVVVbJ8+XIyevRooqenRwICAsrlLS4ujnh5eRF9fX1Ss2ZN4uXlxXypSENGRgZZvnw5UVVVJUpKSsTDw4NcuXKlxP15PB7h8XhEQUGB+XfRpqysTOrWrUvOnDnD6tz9+/cnY8eOJYQUvr5Pnjwhnz9/Ju3btycjRoxgfQ1LliwhX758Yb1/aZT0niclJRFVVVVWGmpqaoyGgYEB874kJSWRmjVrlnn8nj17SG5uLiGEkKCgILJnz54SNzY4OTmR4OBgiWuKi4sjRkZGrDQIKXy/XFxcSEJCAtP28OFD4urqSgYOHMhKQ1NTkyQlJUl4iY6OZvXafE+TJk2Ij4+PmNbnz59Jz549yZ9//slaZ8qUKaRGjRrE2dmZjBs3jnh7e4ttbJDXD6UaNWqQiIgI1vuXhDyDzCJiY2PJlClTiKqqKtHX1yfTp09n3svS0NLSYs5PqRxo8EORChcXF7Jv3z5CiPgNZMmSJaR169asdaytrcnZs2cZnZSUFEIIIQEBAWTQoEHl9vfq1SuyePFioqKiQjQ0NAifzyetW7cm8fHxrI6PiooiEyZMINra2sTCwoIsWrSIjB07lqirq5OZM2eWeqyVlZXUvSrF+a9bty6xt7cnioqKpHnz5kRPT4/Y2dmRN2/eyKRdXuzt7cnJkycJIeLveUBAAHF2dmalUbt2bRITE0MIIcTV1ZX89ddfhJDCX93S9PTJCzU1NfL06VNCiPg1paamEhUVFdY6NWrUINHR0RLtUVFRRFtbm5VGt27dyMKFCxkvT548IUKhkPTr14/07duXtZei44v+lnR0dJjP/d27d4mlpSVrHTc3txI3tj1I8vqhZG9vT+7du8d6/5KQZ5BJCCH//fcf8fX1JXXr1iUaGhpk2LBhpFOnTkRRUZFs2LCh1GNHjRpFAgMDpb8IitygwQ9FKk6fPk20tbWJr68vUVdXJ+vWrSNjxowhysrK5NKlS6x11NXVyfPnzwkhhBgbGzNfjKmpqaRGjRpSecrPzydHjhwhXbt2ZQKGHTt2kC9fvpC0tDQyaNAgYm9vX+Lxb968IevXryf169cnysrKpG/fvuTChQtEJBIx+1y+fLncvw6lJScnh+zatYtMnjyZTJw4kezYsYPk5OSUeVzjxo3Ju3fvCCGFPRuNGzcucZOG3bt3EzMzM3Lo0CGioaFBDh48SFasWMH8mw2jR49mhigCAwOJmpoa6dixI9HR0SGjRo2Sys/gwYPJ9u3byePHj6U67nusra3J5cuXCSHiX4TBwcGlflZ+RFNTk8TFxUm0x8bGEi0tLVYaDx8+JAYGBqRLly5EWVmZ/P7778Te3p4YGRkxgQxbjIyMmGFTBwcHcurUKUJIYfBTUZ/fIuT1Q+n8+fOkS5cuTCBVXuQRZObn55OjR4+S7t27EyUlJeLi4kICAwPJp0+fmH0OHjxYZs/WqlWriL6+Phk+fDhZv349CQgIENsoPx864ZkiFT169MDhw4exatUqZmKes7Mzzpw5g06dOrHWqVWrFtLT02FhYQFbW1tcunQJzs7OuH37tlQF/ry8vHDw4EEAgKenJ9auXYsGDRowz2toaMDX1xdWVlalerGxscGoUaMwYsQIGBgYSOzTtGlTNGnSpFQvZa3SYDuJUU1NDaNGjcKoUaNY7V+Eh4cH89r16tVLqmNLY+TIkRAIBJgzZw5ycnIwePBgmJmZISAgAAMHDmSlsX37dmai6oQJE1CzZk1ERESgR48emDBhglR+NDU14efnh/Hjx8PY2Bht27ZF27Zt4ebmhnr16rHSGD9+PKZNm4bdu3eDx+Phv//+w82bNzFr1iypJpu2b98e06ZNw8GDB2FqagoAePXqFby9vdGhQwdWGg4ODrh//z4CAwPB5/ORnZ2NPn36YPLkyTAxMWHtBQCaN2+OyMhIODg4oHv37pg5cyYePHiA48ePl2sSvywsXrwYQ4cOxatXryASiXD8+HE8fvwYe/fuxdmzZ1nruLq6Ijc3F9bW1lBXV4eSkpLY8+/evWOls27dOri5ueHOnTvIz8/HnDlz8PDhQ7x79w6RkZGsNExMTCASiTBo0CBER0fDyclJYh93d3fo6OiUqrN9+3ZoamoiPDwc4eHhYs/xeDxMnTqVlR9K+aF5fiiVwrx581CjRg388ccfOHr0KAYNGgQrKyukpaXB29sbvr6+rHQ6dOiAMWPGoG/fvhIrpIoQCASIjIxE27ZtJZ4jhOD69etwdXWFurq6TNfUuHFjsccFBQV4+vQpFBUVYWNjU+KqlNOnT7M+R8+ePWXyKCuZmZkQiUQS+YMqg9evXyMsLAxhYWEIDw9HUlISDA0NmaXiZbFgwQL4+/szy7BVVFQwa9YsLF++nLWHFy9ewMPDA/Hx8TA3NwePx0NaWhocHR1x6tQp1KpVq1zXVl6ePHmCL1++oGHDhsjJycGsWbMQEREBW1tb+Pv7w9LSkrXW7du3ceTIkWJXjR0/fpyVxsWLF7Fq1SrExMRAJBLB2dkZixYtQufOnVn76NixI9LS0jB69GgYGRlJrEIbPnw4a63Xr18jMDBQzI80QebevXvRv39/mt+sGkCDHwonuHXrFm7cuAFbW1vWX/AFBQUYN24cfHx8WOfR+RGRSARVVVU8fPgQderUKZdGaXz69AkjRoxA7969MXTo0GL3UVBgl26Lx+NVanLCjIwMPH78GDweD3Z2dsX2kJVE7dq14enpiSFDhrDunSmL7OxsREREMAFQbGwsHBwcEBcXx1ojJycHCQkJEIlEcHBwgKamZrm8XL58GY8ePQIhBA4ODujYsSPrY+/fv19sO4/Hg6qqKiwsLKTqDZUHhw4dwrBhw9C5c2dcvnwZnTt3RnJyMl6/fo3evXsjKCiowryoq6vj5s2baNSokUw6aWlpTIBa3HMWFhalHi8QCKCqqoq7d++K9S7LStFXME1oWcFU4pAbpYpQ1tLi8ixRlxfa2toyr5pwcHAgN2/elJMjSR48eCDVZFN5ULT6rKRNGj5+/Eg8PT0Jn89nVrEpKiqSIUOGkA8fPrDS8PPzI66uroTH4xFnZ2fi7+9P/vvvv/JcGpkzZw5p1qwZUVVVJa6urmTGjBnk1KlT5P3791JrJScnk5CQEGZO1ffzvCqK79+r71cOFm0qKipk2LBh5OvXr2VqDR8+nISHh8vsydHRkWzZsoUQ8m2+jkgkImPHjiWLFi2SWV8aGjduLJe/TwUFhWIXDWRmZrL+m7C2ti7XCtLiCA4OJg0aNCAqKipERUWFODo6kr1798pFm1I2tOeHUibBwcGs95WmCzopKQlhYWHFJi5jO+9i5MiRcHR0xIwZM1if90fOnTsHX19fBAYGyvUXXRFFc1vev38vd+2S+DHzckFBAeLi4hAcHIylS5dKlYyyf//+uHv3LjZv3owWLVqAx+Phxo0bmDZtGho2bIh//vmHtVZSUhL+/vtvHDp0CE+ePEG7du3g6emJYcOGsdZQUFCAgYEBvL294eHhIZYYkC1ZWVno378/QkNDxRLejR49mnXCO6AweWNxFPXa2Nraok2bNuDz+SVqnDp1CnPnzsXs2bPRtGlTEEJw+/Zt+Pn5YfHixRAIBJg3bx4GDBiA9evXl+qnb9++OHfunMxJ+DQ0NPDw4UNYWVlBX18foaGhcHR0RGJiItq3b1/i0KKuri7rHgy2c3UuXbqEpUuXYuXKlXB0dJSY81OjRg1WOgoKCnjz5o1Ej+Xz58/h4OCA7OzsMjWCgoJw5MgR7N+/HzVr1mR13uLYsGEDfHx8MGXKFLRq1QqEEERGRmLr1q1YsWIFvL29y61NYQcNfiiVQlkZTtlmbV25ciXWr1+PDh06wMXFRaJ0A5uJg7q6usjJyYFAIICysrJYWQmA/U36xy9CQgjS09Oxb98+tGnThpmYXRZXrlyBv78/kzG4Xr16mD59ulRDKSVx4MABHD58WKqyFBoaGrh48aJE1uPr16+jS5curL40iuPWrVuYOHEi7t+/L9Vw3r179xAeHo6wsDBcv34dfD6fmfDs5ubGKhgaNmwYMjIysHPnTtjb2+PevXuwtrbGpUuX4O3tjYcPH7LyUrt2bbx9+xY5OTnQ1dUFIQQfPnyAuro6NDU1kZGRAWtra4SGhpaYfbxp06ZYvnw53N3dxdovXrwIHx8fREdH4+TJk5g5cyZSU1PL9JSVlYX9+/djz549iI+PR8eOHTF69Gh4eHhIBA4lYW5ujvPnz8PR0RGNGjXCvHnzMGjQINy8eRNdunTBx48fiz3uZ/xQKhoW/jGoIv9fwqWsz07RD6OAgACMHTtWbG6fUChEVFQU+Hw+q0nPjRs3RkpKCgoKCmBpaSlxv2F736pduzaWLl0qEfQHBwdjyZIlePr0KSsdSvmhwQ9FaoRCIU6cOCGWzt/DwwOKiuwXD1paWmLSpEmYO3euTF5q165d4nM8Ho+pPVYaZd2w2d6kf/RS1EPRvn17zJ8/H1paWmVqbNmyBd7e3vj999/RokULAIVBwtGjR7FhwwZMmTKFlZeSSE1NRcOGDaUKWCwsLHDu3Dk4OjqKtd+/fx/dunXDy5cvpfIQHR3NBGEfP35kVhCWl3v37mHjxo3Yv38/RCIRq0DK2NgYFy9eRKNGjaClpcUEP0+fPoWjoyO+fPnC6twHDx7E9u3bsXPnTtjY2AAorB01fvx4jBs3Dq1atcLAgQNhbGyMo0ePFquhpqaGuLg4iblQjx49QuPGjfH161c8e/YMDg4OyMnJYeWriLi4OOzevRs7d+6EpqYmPD09MWnSpDLntw0ePBiurq6YMWMGVq5ciYCAAHh4eODy5ctwdnZmPeFZHvy4GupHilvI8D3t2rVjdFq0aCG2MEJZWRlWVlaYNWsWqzl/S5cuLfX5xYsXl6kBAKqqqoiPj4etra1Ye3JyMhwdHTlVC63aUknDbZQqyoMHD4i1tTVRV1dncsZoaGgQKysrcv/+fdY68shwKhKJyNOnT0l2dna5NfLz88mIESM4k23V1NSUbN68WaJ9y5YtxMTERCbtnJwcMm3aNNalNorYtm0b6dixo9gcnfT0dNK5c2cmWWFZPH78mCxatIjY2toSRUVF0qlTJ7Jnzx6x/CjSEBsbSzZs2EB69uxJdHV1CZ/PJy4uLmTWrFmsjpdXwjtra+sS8/zUrl2bEEJIZGQkMTY2LlHDycmJDB8+XKwkS35+Phk+fDhxcnIihBASERFBrKysWPsiRLYkfFlZWeTVq1eEEEKEQiFZs2YN6dGjB/H29mZySbFBIBCQI0eOkGXLlpHly5eTo0ePkoKCAqmuQ16MGDGCfPz4sdzHFxQUkCVLlpC0tDSZvdSvX5+sXLlSon358uWkQYMGMutTyoYGPxSpaNasGenRo4fYDfDdu3ekZ8+eUtXrkUeGU6FQSJSUlFilky8NeUyalheampokOTlZoj0pKUmqJHU/TlLX0dEhfD6faGlpMYnv2OLk5EQ0NTWJkpISsbGxITY2NkRJSYloamqyTp7I4/FIkyZNiL+/P0lPT5fq/MVdm6KiInFxcSEzZ84kZ86ckfpLTV5ZldXU1Mjt27cl2qOjo4mamhohhJCnT5+W+t5FRkYSPT09YmBgQDp06EA6duxIDA0NiZ6eHjPRd+/evWTt2rVl+pFXEj55IK8fSuHh4aVuFYmmpiaTGVwWjh49Svh8PnF3d2cCQ3d3d6KoqEiOHz8uu1FKmdAkhxSpuHfvHu7cuQNdXV2mTVdXFytXriwzCeD32NrawsfHB7du3Sp2EiObuToKCgqoU6cOsrKyZFqm3rt3b5w8eVKmSdNA4dJrX19fXLlypdhJ3GyG4Hr27IkTJ05g9uzZYu2nTp1Cjx49WHvZuHGj2OOiIbhmzZqJvXdskEfCxEePHqFu3boy6wBg5lCxnehaHPJIeAcUDqmMHz8eO3fuZPI8xcXFYeLEiWjfvj0A4MGDB6UOz7Zs2RLPnj3D/v37kZSUBEIIfv/9dwwePJgZKi0pTcKPyCsJH1A4RBoUFITU1FQEBATA0NAQISEhMDc3R/369cs8fsyYMahfv77Y/eL9+/cYMWIExo0bh5s3b7K6Jjc3N4m27+f/SDNfTNbcRR06dEBYWBhGjBjB+pzF0bdvX0RFRcHf3x8nT55kUiRER0dL5Auj/BzonB+KVDg5OWHDhg3Mjb2Iq1evYtq0aXjw4AErHXnM1QHks1JLHpOmAWDQoEEIDw/H0KFDYWJiIjFBc9q0aWVqrFixAuvXr0erVq3E5vxERkZi5syZYl/4JfkSCARYuXIlRo0aVeIkW4rsCe+KNIYOHYorV64wAbxAIECHDh2wb98+GBkZITQ0FAUFBVIl9isv+/btQ79+/WROwhceHo6uXbuiVatWuHbtGhITE2FtbY21a9ciOjq6xPlL36OmpoY7d+5IBErx8fFo0qQJvn79ysrLj5Ori1Yu+vj4YOXKlawzacsjd9G2bduwZMkSDBkypNh7RWUnIaWwhwY/FKk4f/485syZgyVLljDp8m/duoVly5bB19dXbEWQLL/M2SKPlVryCsR0dHRw7tw5tGrVitX+0nqRxpeWlhYePHhQalmPikQoFMLf3x///PNPsb+6y3qf+vTpgz179qBGjRro06dPqftW5GTcIh49esT02tSrVw92dnZSHS+PtA/ypEWLFujXrx9mzJghNiH89u3b6NWrF169elWmhrx+KJXEtWvX4O3tjZiYGFb7N2zYEOPHj8fkyZOZa6pduzbGjx8PExOTMiczA6UnJC1r5dmnT59Y+QQq5t75q0OHvShS8b///Q9AYe6Xop6Novi5aFiGsFyCKg9+HN4pD/JaVqqrqytT7g95epFX9zwge+ACFK6S2blzJ2bMmAEfHx8sWLAAz549w8mTJ1l9uWtrazOfN21t7RL3kyZL7ocPHxAdHV1swCFN3iEAqFevXrkzV5eV9kHa4EceZSkePHiAAwcOSLQbGBggKyuLlcaqVaswderUYn8orVmzRiwYKM+XvYGBAR4/fsx6/9TUVHTv3h1AYSmT7Oxs8Hg8eHt7o3379qyCnx8/J9Kgo6NT5uezIu+dvzo0+KFIRWhoqNy0Xr58idOnTxd7k96wYQMrDWmSKpZFfn4+nj59ChsbG6mW7RexfPlyLFq0CMHBwTLXCQNkS3vftWtXzJ8/H/Hx8TJ3z8sauADA33//jR07dqB79+5YunQpBg0aBBsbGzRs2BC3bt0qc2jx+yGJDh06wNPTs9j9fpwrVRJnzpzBkCFDkJ2dDS0tLYmAg23wIxQKsWfPnhLneV29erVMjRUrVmDlypUyp30Ayh7aYYuOjg7S09MleiLj4uJYJ02U1w+lH8t/kP/Pn+Xr6ytVyYuaNWvi8+fPAAAzMzPEx8fD0dERHz58kDqFAADk5uZKNbwoz3snRQ5UxixrCuXff/8l6urqpH79+kRRUZE4OTkRHR0doq2tTdq1ayeVVkpKClmwYAEZOHAgk77+woULJD4+ntXx2dnZZNSoUYTP5xM+n8+s/PLy8iKrV69m7cPJyYloaWkRTU1N0qBBA9YroX5k586dpH79+kRZWZkoKyuT+vXrkx07drA+nhDClEkobpO2vIW1tTU5e/YsIaRwtUtKSgohhJCAgAAyaNAgVhrq6urk+fPnhBBCjI2NSUxMDCGEkNTUVFKjRg2p/Ghra5MzZ85ItHt7e5e6pPx76tSpQ6ZNmyZTmgRCCJk8eTLR0NAg/fv3J9OmTSPTp08X29ggj7QPRcirLMXs2bNJ69atSXp6OtHS0iLJyckkIiKCWFtbkyVLlrDSCAsLY72VRtFn9sfPcYsWLUhiYiLraxo0aBDx8/MjhBCyYsUKYmBgQMaMGUMsLS1J7969WWkIBAKybNkyYmpqKnavWLhwIdm5cydrL5TKhwY/FKl59+4dWbduHRk1ahQZPXo0Wb9+PcnKypJKo0mTJsTHx4cQ8u0m/fnzZ9KzZ0/y559/stYJCwsjampqpGPHjkRZWZm5Ga1Zs4b1kuWpU6cSFxcXcv36daKhocFonDp1ismzwoYlS5aUurFh4cKFRENDg8ybN4+cOnWKnDp1isybN49oamqSBQsWsPYiT+QRuNStW5fcunWLEEJI69atmaDy0KFDxMDAQCo/Fy5cINra2mLLnKdMmUJMTExYfxmqq6vLJeDQ09Mj586dk0lDHmkfilBXV2eWYuvp6TFLyhMSElgHhoQULpkfPHgwE3QoKSkRHo9HPD09iUAgkItXtjx79kxsS0tLY1Xn7Efkkbto6dKlxNramuzfv5+oqakxn6HDhw9LleqDEEKuXbtGhgwZQlq0aEFevnxJCClMaXD9+nWpdCjlgwY/FKkICwsjNWrUIObm5qR3796kd+/exMLCgtSoUaPMX3Df830Pgo6ODtNLc/fuXamKgDZv3pz5NfdjsjpTU1NWGhYWFkw+le81kpOTiZaWFmsv8kBPT48cOHBAov3AgQNET0+v1GN1dXXJ27dvCSGEjBw5stwJBH9EHoHL3LlzmaRuR44cIYqKisTW1pYoKyuTuXPnSu3p4MGDRFdXl9y+fZtMnDiRmJqaksePH7M+vnfv3uTw4cNSn/dHTExMpDpvcaxatYro6+uT4cOHk/Xr15OAgACxTRpq1arFBDwNGzZkPks3btyQuoeNkMIA9/Dhw+Sff/4pNv9UWcjjhxKXsLGxIf/++y8hRPxekZiYKFXupKNHjxI1NTUyZswYoqKiwuhs3bqVdO3aVf7GKRLQOT8UqZg8eTIGDBiAwMBAplijUCjEpEmTMHnyZMTHx7PS0dDQQF5eHgDA1NQUqampzJLYzMxM1n7kMTHz7du3MDQ0lGgvmhApLTExMUzpDwcHB6nydgiFQri6ukq0u7i4QCAQlHpsfn4+Pn36BH19fQQHB2PNmjWsSmqURe/evXHlyhU0a9YM06ZNw6BBg7Br1y6kpaWxLsDo6+vL/Pv3339HrVq1cOPGDdja2pZrefDAgQPx/v17tG7dGgYGBggPD5coFfAjp0+fZv7dvXt3zJ49GwkJCcXmmWLraebMmQgICMCWLVvK9VkBgO3bt0NTUxPh4eESpRx4PB7rVAsA8Ntvv+Hy5ctwdHRE//79MW3aNFy9ehWXL19mvSS8iF27dsHf3x/JyckAgDp16mD69OkYM2YMq+PDw8PRs2dPaGtrM5/pTZs2YdmyZTh9+nSpZSlKKhhbHNK8PiKRCCkpKcXOz2rTpk2Zx7969arYz5lIJEJBQQFrHytWrMBff/2FYcOG4dChQ0x7y5YtsWzZMtY6lPJDgx+KVKSmpuLYsWNiVar5fD5mzJiBvXv3stZp3rw5IiMj4eDggO7du2PmzJl48OABjh8/zqwMYYM8JmY2adIE586dg5eXF4BvE4x37NjB5NphQ0ZGBgYOHIiwsDDo6OiAEIKPHz+iXbt2OHTokEQ16eLw9PREYGCgxITv7du3Y8iQIaUe26JFC/Tq1QsuLi4ghGDq1KkSS/+L2L17N+vr+jFwMTc3R2RkZLkDF6Dw/ZfmfS4pAaWhoSEaN26MP//8k2krabJ8cckai/uikWa1TUREBEJDQ3HhwgXUr19fIohis7pKnkUst2zZwtSFmj9/PpSUlBAREYE+ffrAx8eHtY6Pjw/8/f3h5eXF/A3cvHkT3t7eePbsGVasWFGmhiw/lPz9/Vn5lCY4vHXrFgYPHoznz58zE6+/12HzntevXx/Xr1+HpaWlWPuRI0ek+pHz+PHjYoOtGjVq4MOHD6x1KOWHBj8UqXB2dkZiYqJEHpPExMRis8mWxIYNG5jikUuWLMGXL19w+PBh2Nrasr7xAYUFGOfOnYsjR46Ax+NBJBIhMjISs2bNYr1iZ/Xq1ejSpQsSEhIgEAgQEBCAhw8f4ubNm2UWVfweLy8vfPr0CQ8fPmQqiyckJGD48OGYOnUq66ruu3btwqVLl8SWB7948QLDhg0TCwJ+/JLfv38//P39kZqaCh6Ph48fP8pcILGgoADjxo2Dj48PrK2tAQDNmjVDs2bNpNIpKzAu672Ki4srtt3GxgafPn1ini+t90WWZcoloaOjI9Uqqp/N96kWFBQUMGfOHMyZM0dqncDAQOzYsQODBg1i2nr27ImGDRvCy8uLVfAjyw+lkgJCIsMKyAkTJsDV1RXnzp0rNgkpGxYvXoyhQ4fi1atXEIlEOH78OB4/foy9e/fi7NmzrHVMTEyQkpIikYcrIiKC+Tuj/FxokkOKVBw+fBhz5syBl5eX2Jfz1q1b4evry3zpA4VJxX42BQUFGDFiBA4dOgRCCBQVFSEUCjF48GDs2bNH7MZbGg8ePMD69evFsv3OnTtXopJ5aWhra+Pff/+VKPMRHR2Nzp07s/pFV1SBuix4PF6py6hr166NO3fuQE9Pj5Veaejo6CA2Nlamm/KPJTUKCgqQk5MDZWVlqKurs8oVVJ2RR9qHIoRCIU6cOMEMvdrb28PDw0Oq9A26urqIjo6WKBuTlJSEpk2bsvost2rVCrNnz5bocTt58iTWrFnDurwFIPsQHFA41H7v3r0yh0fL4uLFi1i1apXYvWLRokVSZfBeu3YtgoODsXv3bnTq1Annz5/H8+fP4e3tjUWLFmHKlCkyeaSwoBLnG1GqIKUtof5+SSrb5dR5eXnkxYsX5Pnz52KbtKSkpJAjR46Qw4cPy1zotLxoamqWWOG7oidOy5MRI0Ywk8rlSVJSEunQoQMJCQmRu3ZZeHl5FTuZePPmzWTatGkV6kWeaR/kVUx0ypQpxNvbW6J95syZZNKkSaw0Dh06RCwsLMi6devI9evXyfXr18m6deuIlZUVOXToELl37x6zlYa8VkC2a9eOXLhwgfX+P5s//viDqKmpMfdOVVVVptgu5edDe34oUvH8+XPW+/44Lv49SUlJGD16NG7cuCHWTmTIcEpk6BKXdSIkAHh4eODDhw84ePAgTE1NARROkBwyZAh0dXVx4sQJqX1xAXnVPiuOO3fuwNPTE48ePZLVplSYmZnh9OnTcHFxEWuPjY1Fz5498fLlS9ZaR48eLTH7dWxsbJnHN23aFF26dMGyZcuYsguGhoYYMmQIunTpgokTJ7L20rx5cxgaGiI4OFiimGhGRgbr3hYvLy/s3bsX5ubmxQ6/fj+3qaSeqdJKQQCFf6ds/t719fWxefNmsSE4ADh48CC8vLxYL5A4ceIEFi5ciNmzZxc7yV2anuo7d+6I9az9+DliS05ODhISEiASieDg4ABNTc1y6VCkhwY/lHKRkJAgcbPn8XisK4+3atUKioqKmDdvXrHj79JkbpW1S1weEyEB4MWLF/Dw8EB8fDzMzc3B4/GQlpYGR0dHnDp1CrVq1WKlI4/yBPJEXrXPiiMuLg5t27aVqu6RPFBVVUV8fLzEEEhKSgoaNGjAeq7Upk2bsGDBAgwfPhw7duzAyJEjkZqaitu3b2Py5MlYuXJlmRpaWlq4e/cubGxsoKuri4iICNSvXx/37t2Dh4cHnj17xvq65FVMVB7Dr/L6oSSPITig+GCMbQBWxMuXLzFo0CBERkZCR0cHQGGZlJYtW+LgwYO0kHAVgk54pkjFkydP0Lt3bzx48IC5cQDfelvYBgp3795FTExMueshFSGPVSnymAgJAObm5oiNjcXly5fx6NEjEELg4OCAjh07staQV3kCeSKP1UjfLzMHvpUo2LJli0yFYMuLra0tQkJCJOZWXLhwQaq5TX/++Se2b9+OQYMGITg4GHPmzIG1tTUWLVrEeh6TvNI+AICdnR3evHkjEfxkZGRINddFHqUYSgtopEGWFZDfI4/P8ahRo1BQUCC26OPx48cYNWoURo8ejUuXLrHSyc3NxebNmxEaGlpsbzObHkOKbNCeH4pU9OjRA3w+Hzt27IC1tTWioqLw7t07zJw5E+vXr8dvv/3GSqdJkybw9/cXqwJfHuTRJS6viZDyQB6Vp+VNScvMeTweVFVVYWtrCw8Pj1KLuv74q5vH48HAwADt27eHn58fTExM5Oq5LHbv3o0pU6Zg9uzZTNXxK1euwM/PDxs3bsTYsWNZ6airqyMxMRGWlpYwNDTE5cuX0ahRIyQnJ6N58+asck316tUL3bt3x9ixYzFnzhycOHECI0aMwPHjx6Grq4t///2X9XWdP38ec+bMKbaYqK+vr9jfW0VVDi+ulxhgn0tJHkNw8kJNTQ03btyQWNYeGxuLVq1ase5ZGzx4MC5fvozff/8dRkZGEj+4Fi9eLDfPlOKhPT8Uqbh58yauXr0KAwMDKCgogM/no3Xr1li9ejWmTp1a4pLkH1mzZg3mzJmDVatWFTv+zvbGLEtSwCKaNWuGlJQUmYOfqVOnwtbWVmIOzJYtW5CSksKqAr08Kk8XIY95TEDh0FRsbCyEQiHs7OxACEFycjL4fD7q1auHP//8EzNnzkRERAQcHBxK9MIlRo0ahby8PKxcuRLLly8HAFhZWSEwMFCqiu7GxsbIysqCpaUlLC0tcevWLTRq1AhPnz6VGEItCXmlfQDkV0xUHsirlzg+Ph7Ozs4ACv8+gMIkpgYGBmK5gtj22MoSjFlYWBSbzFAgELDOKwYA586dw/nz5yul15NSCA1+KFIhFAqZSXn6+vr477//YGdnB0tLSzx+/Ji1TtFQ0I9ZZ6W9MZe3S/z7StFeXl6YOXMmXr9+LdNEyGPHjkkM7wCFWVt9fX1ZBT/yqjwtr3lMAJhenaCgICYo/fTpE0aPHo3WrVtj7NixGDx4MLy9vXHx4sViNeTReyRvJk6ciIkTJ+Lt27dQU1Mr12TT9u3b48yZM3B2dsbo0aPh7e2No0eP4s6dO+jTp0+ZxwuFQrx48YL5jKmrq4slbJQWLlUOnzZtGmrXro1///0X1tbWiI6ORlZWFtNLzBZ5XZM8grG1a9fCy8sLW7duhYuLC3g8Hu7cuYNp06ZJdU1mZmZyyb5OkYGKXFpGqfq0bt2anDhxghBSWCW5S5cuJCIiggwbNozUr1+ftY4sVZ69vb2ZzcvLi2hpaZH69euT0aNHk9GjR5P69euTGjVqkClTppSoUVKl6PIu2SeEEBUVlWLrHyUnJxMVFRVWGvKoPE0IIY0aNSL9+vUjCQkJ5P379+TDhw9imzSYmpqShw8fSrTHx8cz9dNiYmJKrT3m5uZGatSoQTQ0NIizszNp3Lgx0dTUJNra2qRZs2ZER0eH6OrqFnuen8HixYvJs2fPZNYRCoWkoKCAefzPP/8wy+jz8/NZaaioqJAnT57I7IVr6OnpMcvYa9SoQR49ekQIIeTKlStSFQyWF//73/+Ih4cHycjIIJqamiQhIYFcv36dNG3alFy7dq3E44o+m0WbsrIyUVBQIMrKymL/1tXVZe3l/PnzpEuXLnL5DFLKB+35oUjFwoULkZ2dDaCwPs3//vc//Pbbb9DT08Phw4dZ65RW16csfhxaK1pm+mOX+MOHD0vUkGdJgSLkMYlWXuUJkpOTcfToUbnMY/r48SMyMjIkhrTevn3LrNLS0dGRGEb4Hnn0HsmTM2fOYMWKFWjbti1Gjx6NPn36QFVVVWodBQUF5OfnIzY2FhkZGVBRUWF6NUNCQlitfnR0dMSTJ09KXVUnLTk5OcUO7VRE4tEi5NVLLC9+HLJXUFBgNWTPpsdWWlxdXZGbmwtra2uoq6tL9Db/6kk/K4TKjr4oVZ+srCwiEonKdWx2djZJTEwUS3hWVtIzebNq1Sqya9cuifZdu3YRX19f1jq7du0iampqZNGiRUwPlo+PD1FXVyfbt2+Xp+UykWdCt8GDB5PatWuT48ePkxcvXpCXL1+S48ePE2tra+Lp6UkIKayy7uLiUqKGPHqP5M29e/fI9OnTiaGhIdHR0SETJkwg0dHRUmlcuHCB6Ovrl9h7yIaLFy8SJycncubMGfLff/+Rjx8/im3SkJGRQbp3704UFBSK3SoSefUSywsdHR2merq1tTW5evUqIaQwQaqamlqFeunQoQOpU6cO8fX1JUFBQWTPnj1iG+XnQ4MfSqUg75t0cnIyCQkJITk5OYQQIlUwZmlpSSIjIyXab926RaysrKTy8eeffxIzMzPmC7B27dokODhYKg15cPz4ceLg4ECCgoLInTt3ZAouP3/+TMaMGcN08Rd1848dO5Z8+fKFEEJIXFxcsdmti9DQ0CChoaES7aGhoURTU5MQQkhqamqlZMIuKKaNEx4AACOMSURBVCggx48fJz169CBKSkqkQYMGZOPGjayGB21sbMikSZPI69evy33+HwOmok3aYVdCCgPVli1bkujoaKKhoUEuXbpE9u3bR+zs7MjZs2fL7bE8hISEkGPHjhFCCt9be3t7wuPxiL6+Prly5UqFeiFEPsHY4MGDyfbt28njx49l8qKmpkbu3r0rkwZFNmjwQ6kU5HWTzszMJO3bt2e+KIp+2Y0aNYrMmDGDlUZJcy5SU1NZz9X5kYyMDPL58+dyHSsP5DWP6Xs+f/5M7t27R+7evSv1tcmj9+hnkZeXRw4dOkQ6d+5MFBUVSZs2bYidnR3R0tIihw4dKvVYLS0tkpKSItP5ZZn/9iPGxsYkKiqK8Vb0JX3q1CnSqlUrmXzKA1l6iWVFHsHYuHHjiJ2dHeHxeMTExIQMHDiQBAYGksTERKm8NG7cmNy8eVPqa6DIDxr8UCoFed2khw4dStzd3cmLFy+IpqYmE/xcvHiRODg4sNKwtbUl+/btk2jfu3cvqV27NmsvRWRkZJDr16+TiIgI8vbtW6mPlwfPnj0rdato5NF7JG/u3LlDJk+eTGrWrElMTEzI3LlzxSasr1+/nhgaGpaqMXLkSLJz506Zvbx//56sX7+ejB49mowZM4b4+flJPTGdkMK/padPnxJCCns0IyIiCCGEPHnypMKHdoqQpVf2Z1PeYCw9PZ0cPHiQjB8/ntSrV48oKCgQY2Nj1sdfvHiRtGzZkoSGhpLMzEyZhjop5YMGP5RKQV43aSMjI6b7+Pvg58mTJ0RDQ4OVhq+vL9HT0yO7d+9mgoNdu3YRPT09smrVKtZevnz5QkaOHEn4fD7T26KoqEhGjRpFsrOzWetUZ2TpPZInjo6OhM/nk27dupETJ04QgUAgsU9GRgbh8Xil6mRnZ5Nu3bqR4cOHk/Xr15OAgACxjQ23b98menp6xMzMjPTu3Zv06tWL1KpVi+jp6ZGYmBiprsvV1ZUpFOvh4UGGDh1KXr58SebMmUOsra2l0pIVefTKyouCggLC5/PJgwcP5KL35csXEhISQubNm0eaN29OlJWVpVrBVtwwp6w9sxTpoKu9KJWCnZ0dHj9+DCsrKzg5OWHbtm2wsrLCX3/9JVW23+zsbKirq0u0Z2ZmQkVFhZXGnDlz8O7dO0yaNIlZHaOqqoq5c+di/vz5rL3MmDED4eHhOHPmDJO8LCIiAlOnTsXMmTMRGBjIWksepKamYuPGjWIFGKdNmwYbG5sK9fE9mpqaFbriqCT69euHUaNGlZqYzsDAoMzkjAcOHMDFixehpqaGsLAwsUR7PB6PVdFXb29v9OjRAzt27ICiYuEtWSAQYMyYMZg+fTquXbvG8qqA6dOnIz09HUBhlmB3d3fs378fysrKCA4OZq0jD7y9vaGkpIS0tDTY29sz7QMGDIC3tzf8/PwqzIuioiIsLS1lTuw4d+5chIeH4969e2jQoAHatGmD+fPno02bNkytLzZwKR/Trwotb0GpFP7++28UFBRgxIgRiIuLg7u7OzIzM5mb9IABA1jpdO/eHc7Ozli+fDm0tLRw//59WFpaYuDAgRCJRDh69ChrT1++fEFiYiLU1NRQp04d1sFTEfr6+jh69Cjc3NzE2kNDQ9G/f3+8ffu22OPYJMMrgm1h04sXL6Jnz55wcnJCq1atQAjBjRs3cO/ePZw5cwadOnVifc7qQkmJFouDbZkEY2NjTJ06FfPmzSuzinlJqKmpIS4uTqLOXUJCAlxdXaVKbvk9hBB8/foVjx49goWFBfT19culU16MjY1x8eJFNGrUiCnVYm1tjadPn8LR0ZHJal1RBAUF4ciRI9i/f3+5k2kqKCjAwMAA3t7e8PDwEAvq2FJQUIDOnTtj27ZtqFu3brl8UGSH9vxQKoXvsy87OTnh2bNn5bpJr1u3Dm5ubrhz5w7y8/MxZ84cPHz4EO/evUNkZKRUnjQ1NdGkSROpjvmenJwcGBkZSbQbGhqW+gWmra3N/JsQghMnTkBbW5sp2xETE4MPHz5IFSTNmzcP3t7e8PX1lWifO3fuLxn8sC29Ik1h2/z8fAwYMKDcgQ9QWMolLS1NIvh58eJFubIA79q1C/7+/khOTgYA1KlTB9OnT8eYMWPK7bE8yKNXVp5s2rQJKSkpMDU1haWlJTQ0NMSeZ1NMNC4uDuHh4QgLC4Ofnx/4fD7atm0LNzc3uLm5sQqGlJSUEB8fX+4CyhT5QHt+KJWGvG7Sr1+/RmBgIGJiYiASieDs7IzJkydXeLHMDh06QE9PD3v37mUS5n39+hXDhw/Hu3fvWBWonDt3Lt69e4e//voLfD4fQGGyuEmTJqFGjRpYt24dKy+qqqp48OAB6tSpI9aelJSEhg0bMokUKbLh7e0NAwMD/PHHH+XWmDp1Kk6cOIH169ejZcuW4PF4iIiIwOzZs9G3b1+pkuz5+PjA398fXl5eaNGiBYDC5H5btmzBtGnTsGLFinL7lBZ59srKg7Lq4pWnmOi9e/ewceNG7N+/HyKRiPWw2syZM6GkpCTx44RScdDgh1IpcOkmLS8ePHiArl27Ijc3F40aNQKPx8Pdu3ehoqKCS5cuoX79+mVqGBgYICIiAnZ2dmLtjx8/RsuWLVlVCQcAc3NzbNiwAf369RNr/+effzBr1iykpaWxvzBKiUydOhV79+5Fo0aN0LBhQ4lMvWyGz/Lz8zF79mz89ddfTDFeJSUlTJw4Eb6+vlL1kujr62Pz5s0YNGiQWPvBgwfh5eWFzMxM1lqykpCQADc3N7i4uODq1avo2bOnWK9sZc49k4W4uDiEhYUhLCwM169fx6dPn+Dk5IR27dqx/nFSVKne1tYWrq6uEr1QP7s6PYUGP5RKQl436bImg0pTvVwefP36Ffv378ejR49ACIGDgwOGDBkCNTU1Vsfr6uoiKCgIvXr1Ems/efIkRo4ciffv37PSWbZsGfz9/TFv3jyx3oQ1a9Zg5syZWLhwobSXRimGdu3alfgcj8fD1atXWWvl5OQgNTUVhBDY2toWO2RUFrq6uoiOji62x69p06b48OGD1JqywJVeWXmhq6uLL1++oFGjRsxQV5s2bZiSLWyR5+eGUj5o8EOpFOR1ky5ursX3Y+myru6QhtWrV8PIyAijRo0Sa9+9ezfevn2LuXPnlqkxY8YM7NmzB3/88QeaN28OoLBCu6+vL4YNG8b6FyEhBBs3boSfnx/+++8/AICpqSlmz56NqVOn0vkG1RQvLy8oKSlJfE5mzZqFr1+/YuvWrZXkrPLR1dUt9nPP4/GgqqoKW1tbjBgxAiNHjixR4+zZs+UKdijcgwY/lEpBXjfpjx8/ij0uKChAXFwcfHx8sHLlSnTo0EFunsvCysoKBw4cQMuWLcXao6KiMHDgQFbFVEUiEdavX4+AgABmybKJiQmmTZuGmTNnMvOApOHz588AUK7Js5SqRdFwirm5uVjw/OLFCwwbNkxsWK4ihlY+fPiA6OhoZGRkSKQNGDZs2E8///f4+/tj5cqV6Nq1K5o2bQpCCG7fvo2QkBB4e3vj6dOn2LdvHzZv3oyxY8dWiKeUlBSkpqaiTZs2UFNTAyGE/jCpIGjwQ6kwvl9qLBAIsGfPHlhYWBR7k968ebNM57p27Rq8vb0RExMjk440qKqqIjExUaI695MnT+Dg4FDmJGOBQIC///4b7u7uMDY2Ziqm01+ZFLaUNpzyPRUxtHLmzBkMGTIE2dnZ0NLSksiBVNGVy/v27YtOnTphwoQJYu3btm3DpUuXcOzYMWzevBnbt2/HgwcPStS5ffs2jhw5grS0NCYvWBFsU1FkZWWhf//+CA0NBY/HQ3JyMqytrTF69Gjo6OhUaA6kXxUa/FAqjIq8MScmJqJJkyYVmkukTp06WLx4MTw9PcXa9+3bh8WLF+PJkydlaqirqyMxMRGWlpYyeWncuDGrLn627wmFIi1169ZFt27dsGrVqnLNX5I3mpqauHv3LmxtbcXaU1JS4OTkhC9fviA1NRUNGzZEdnZ2sRqHDh3CsGHD0LlzZ1y+fBmdO3dGcnIyXr9+jd69eyMoKIiVl2HDhiEjIwM7d+6Evb09kwPp0qVL8Pb2xsOHD2W+Xkrp0Dw/lArjZ2Q1vX//vthjQgjS09Ph6+uLRo0ayf18pVGUkbegoADt27cHAFy5cgVz5szBzJkzWWk0a9YMcXFxMgc/Xbp0QWBgIBwdHZku/jt37uD+/fsYMWIEEhIS0LFjRxw/fhweHh4ynYtCKY5Xr15h6tSpnAh8AKBmzZo4c+YMvL29xdrPnDnDJD0s6qUqiVWrVsHf3x+TJ0+GlpYWAgICULt2bYwfP16qSdyXLl3CxYsXUatWLbH2OnXq4Pnz51JcFaW80OCHUqVxcnICj8fDjx2YzZs3x+7duyvUizzKZEyaNAkzZ87Ey5cv4eLiIrEElm1piMzMTMycORM+Pj5i7StWrMDz589x6dIlLF68GMuXL6fBD+Wn4O7ujjt37sDa2rqyrQAoTK8xceJEhIaGomnTpuDxeIiOjsb58+fx119/AQAuX76Mtm3blqiRmpqK7t27AwBUVFSQnZ0NHo8Hb29vtG/fvsxcQkVwLQHkrwgd9qJUaX78lVSUfr4oyWBlIEuZjJJWrxVNhGS7ek1bWxsxMTHFdvG7uLjg48ePePToEZo0acJMiKZQ5MmuXbuwbNkyjBw5Eo6OjhI5kHr27FnhniIjI7FlyxY8fvwYhBDUq1cPXl5eEosUSsLc3Bznz5+Ho6MjGjVqhHnz5mHQoEG4efMmunTpIrEAoyS4lgDyV4T2/FCqNLIOD/0MZCmTwWZFGBtUVVVx48YNieDnxo0bTGAoEonor0zKT6NoxdSyZcsknpMmkJcnrVq1YooOl4fffvsNly9fhqOjI/r3749p06bh6tWruHz5slQrS+VZlodSPmjwQ6lybNq0ifW+bKpqcwl5BXNeXl6YMGECYmJi0KRJE6aLf+fOnUwphosXL6Jx48ZyOR+F8iM/Lm3nAqmpqQgKCsKTJ0+wceNGGBoaIiQkBObm5qwysG/ZsoVZtTl//nwoKSkhIiICffr0kRhiLg0HBwfcv38fgYGB4PP5yM7ORp8+fap0AsiqBh32olQ5flxKXhI8Ho/VCisukpCQUOxSWmmGCv7++2+mix8A7Ozs4OXlhcGDBwMozEZdtPqLQqnuhIeHo2vXrmjVqhWuXbuGxMREWFtbY+3atYiOji5zqOnHVBSykJaWBnNz82JXZKalpcHCwkImfUrZ0OCHUm0o+ihX5SRhT548Qe/evfHgwQOxidxF11QZQwUUCls2bdqEcePGQVVVtcwe2orulW3RogX69euHGTNmQEtLi1lefvv2bfTq1QuvXr0qU0NeqSj4fD7S09NhaGgo1p6VlQVDQ0P6d14B0GEvSpVHXtXhucC0adNQu3Zt/Pvvv7C2tkZ0dDSysrIwc+ZMrF+/vrLtUSil4u/vjyFDhkBVVRX+/v4l7sfj8So8+Hnw4AEOHDgg0W5gYMC6YLC8UlGUlMn5y5cvtCe2gqDBD6VKU1J1eG9vbzx79qzKVYe/efMmrl69CgMDAygoKEBBQQGtW7fG6tWrMXXqVMTFxbHSEQqF8Pf3xz///FPs8FlFZ9el/Bp8P2H/+39zoVdWR0cH6enpEsPmcXFxMDMzY6UhayqKoiz3PB4PPj4+YsvdhUIhoqKi4OTkxMoLRUYIhVKF0dPTIwcOHJBoP3DgANHT06sER7Kho6NDUlNTCSGEWFtbk6tXrxJCCElJSSFqamqsdXx8fIiJiQlZt24dUVVVJcuXLyejR48menp6JCAg4Kd4p1B+ZOfOnaR+/fpEWVmZKCsrk/r165MdO3ZUipfZs2eT1q1bk/T0dKKlpUWSk5NJREQEsba2JkuWLGGlwePxJDYFBQXm/2Xh5uZG3NzcCI/HIy1btmQeu7m5kc6dO5Nx48aRpKQkWS+VwgLa80Op0giFQri6ukq0u7i4QCAQVIIj2WjQoAHu378Pa2trNGvWDGvXroWysjK2b98uVbK4v//+Gzt27ED37t2xdOlSDBo0CDY2NmjYsCFu3bpV5VbBUaoeXOuVXblyJUaMGAEzMzMQQuDg4AChUIjBgwdj4cKFrDRkTUVRlOV+5MiRCAgIoHX7KhE64ZlSpZFXdXiucPHiRWbZ65MnT/C///0Pjx49gp6eHg4dOsQ6l4iGhgYSExNhYWEBExMTnDt3Ds7Oznjy5AkaN27MOhkbhVJe9PX1sXnzZgwaNEis/eDBg/Dy8kJmZmal+EpNTUVcXBxEIhEaN26MOnXqsD722rVraNmyJRQVxfsNBAIBbty4gTZt2sjbLuUnQXt+KFWO76vD83g87Ny5E5cuXSq2OnxVw93dnfm3tbU1EhIS8O7dO+jq6ko1X6JWrVpIT0+HhYUFbG1tcenSJTg7O+P27ds0sSGlQuBqr6yNjQ1sbGzKdWy7du2KXaX18eNHtGvXTqpVWvKoDk8pPzT4oVQ5fpz06+LiAqDwFx1QuHrDwMCgSlZGHjVqFAICAsSKK9asWRPZ2dnw8vJiXa+sd+/euHLlCpo1a4Zp06Zh0KBB2LVrF9LS0iQKO1IoPwNPT08EBgZK9Mpu374dQ4YMqXA/hBAcPXoUoaGhyMjIkEjCyCbgICWs0srKypKY/FwaZVWHp/x86LAXhcIhSsr/kZmZCWNj43L/Yo6KikJkZCRsbW0rpaYS5dfDy8sLe/fuhbm5ebG9st/X+voxQPoZTJ06Fdu3b0e7du1gZGQkEcQEBQWVeGyfPn0AAKdOnUKXLl3Eek+FQiHu378POzs7hISEsPLSsGFDjB8/nqkOf+/ePbHq8GwLpFLKD+35oVA4wKdPn0AIASEEnz9/Fsv1IRQKcf78eYmAqCQKCgowbtw4+Pj4MJOkmzVrhmbNmv0U7xRKccTHx8PZ2RmAZK9sfHw8s19FLX/fv38/jh8/jm7dukl9rLa2NoDCnh8tLS2oqakxzykrK6N58+ZMLTM2yKs6PKX80OCHQuEAOjo64PF44PF4qFu3rsTzPB6P9Q1RSUkJJ06ckKrWEIUib4pWNnEFbW1tqVZMfk9Rr5CBgQGWLFnC5Od59uwZTp48CXt7e+jr67PWq1mzJj5//gwAMDMzQ3x8PBwdHfHhwwfk5OSUyyNFOmjwQ6FwgNDQUBBC0L59exw7dgw1a9ZknlNWVoalpSVMTU1Z6/Xu3RsnT54UmxxOofzKLFmyBEuXLsXu3bvFem6kIS4uDnv37sWECRPw4cMHNG/eHEpKSsjMzMSGDRswceJEVjryqg5PKT90zg+FwiGeP38OCwsLmYcCVq5cifXr16NDhw7FZqKleX4ovxo5OTno06cPIiMjYWVlJTbnCABiY2PL1NDX10d4eDjq16+PnTt3YvPmzYiLi8OxY8ewaNEiJCYmsvLy7t075ObmwtTUFCKRCOvXr0dERARsbW3h4+MDXV3dcl0jhT00+KFQOERISAg0NTXRunVrAMDWrVuxY8cOODg4YOvWraxvij+m8P+eqlztnkIpL/3790doaCh+//33Yic8L168uEwNdXV1PHr0CBYWFujfvz/q16+PxYsX48WLF7Czs2M9ZDVkyBC4ubmhbdu2xQ5zU34+NPihUDiEo6Mj1qxZg27duuHBgwdwdXXFzJkzcfXqVdjb25e6IoVCoZSMhoYGLl68yPywKA8NGzbEmDFj0Lt3bzRo0AAhISFo0aIFYmJi0L17d7x+/ZqVzvjx4xEeHo6kpCQYGxujbdu2aNu2Ldzc3FCvXr1y+6OwhwY/FAqH0NTURHx8PKysrLBkyRLEx8fj6NGjiI2NRbdu3VjfXCkUijj16tXDP//8U2bx0dI4evQoBg8eDKFQiA4dOuDSpUsAgNWrV+PatWu4cOGCVHqvX79GWFgYwsLCmGDI0NAQ6enp5fZIYQed8EyhcAhlZWWm6/zff/9lslTXrFkTnz59KvVYaSY3V0ReFQqFS/j5+WHOnDn466+/YGVlVS6N33//Ha1bt0Z6ejoaNWrEtHfo0KFcyQm1tLSgq6sLXV1d6OjoQFFREcbGxuXyRpEO2vNDoXCInj17Ij8/H61atcLy5cvx9OlTmJmZ4dKlS5gyZQqSkpJKPLZdu3Zij2NiYiAUCmFnZwcASEpKAp/Ph4uLC65evfpTr4NC4Rq6urrIycmBQCCAurq6xITnd+/eVZiXuXPnIjw8HPfu3UODBg3Qpk0btG3bFm3atIGOjk6F+fiVoT0/FAqH2LJlCyZNmoSjR48iMDAQZmZmAIALFy6gS5cupR77fV6VDRs2QEtLC8HBwcwk6ffv32PkyJH47bffft4FUCgcZePGjZVtgWHdunUwMDDA4sWL4eHhAXt7+8q29MtBe34olGpIUW9R/fr1xdrj4+PRuXNn/Pfff5XkjEKh3Lt3D+Hh4QgLC8P169fB5/OZCc9ubm40GKoAaPBDoXCItLS0Up+3sLBgpaOlpYVTp06hffv2Yu1Xr16Fh4cHk12WQvmVEAqFOHnyJBITE8Hj8eDg4ICePXuCz+dXqq979+5h48aN2L9/P0QikVTV4Snlgw57USgcwsrKqtQEh2xvir1798bIkSPh5+cnVlRy9uzZTJFGCuVXIiUlBd26dcOrV69gZ2cHQgiSkpJgbm6Oc+fOwcbGpkL9xMXFMSu9rl+/jk+fPsHJyUli7h7l50B7figUDnHv3j2xxwUFBYiLi8OGDRuwcuVK1oFLTk4OZs2ahd27d6OgoAAAoKioiNGjR2PdunUSGZ8plOpOt27dQAjB33//zZSPycrKgqenJxQUFHDu3LkK86Krq4svX76gUaNGzFBXmzZtUKNGjQrz8KtDgx8KpQpw7tw5rFu3DmFhYVIdl52djdTUVBBCYGtrS4Meyi+LhoYGbt26BUdHR7H2e/fuoVWrVvjy5UuFeTl79iwNdioZOuxFoVQB6tati9u3b0t9nIaGhkxJ3SiU6oKKikqxc92+fPkCZWXlCvXyv//9r0LPR5FEobINUCiUb3z69Els+/jxIx49egQfHx/UqVOnsu1RKFWW//3vfxg3bhyioqJACAEhBLdu3cKECRPQs2fPyrZHqWDosBeFwiEUFBQkJjwTQmBubo5Dhw6hRYsWleSMQqnafPjwAcOHD8eZM2eYBIcFBQXw8PDAnj17oK2tXckOKRUJDX4oFA4RFhYmFvwoKCjAwMAAtra2UFSko9QUiqykpKQgISEBAODg4ABbW9tKdkSpDGjwQ6FQKJRfgl27dsHf3x/JyckAgDp16mD69OkYM2ZMJTujVDT0pySFwiFWr14NIyMjjBo1Sqx99+7dePv2LebOnVtJziiUqo2Pjw/8/f3h5eXFDB/fvHkT3t7eePbsGVasWFHJDikVCe35oVA4hJWVFQ4cOICWLVuKtUdFRWHgwIF4+vRpJTmjUKo2+vr62Lx5MwYNGiTWfvDgQXh5eSEzM7OSnFEqA7rai0LhEK9fv4aJiYlEu4GBAdLT0yvBEYVSPRAKhXB1dZVod3FxgUAgqARHlMqEBj8UCocwNzdHZGSkRHtkZCRMTU0rwRGFUj3w9PREYGCgRPv27dsxZMiQSnBEqUzonB8KhUOMGTMG06dPR0FBAVOU9MqVK5gzZw5mzpxZye4olKrNrl27cOnSJbF6dy9evMCwYcMwY8YMZr8NGzZUlkVKBUHn/FAoHIIQgnnz5mHTpk3Iz88HAKiqqv5fe/cX0lQbxwH8O9nc/DMr1Jwmzhj+WRSFUZkkKf2xwiVWSEQ0R4lXUVpZkdTM6EaLIuoqVIRhRYUXQlnRhMCVBl0kSJalYqH0B8NK1OnvvQgP7XX61svM3nffD+zC5zzneX7Hq+/Oc54dHD16FCdPnpzl6oj+u372haEqlQoPHz6c4WpotjH8EP2Bvnz5gvb2dgQFBSEhIQFarXa2SyIi+t9g+CEiIiK/wgeeiYiIyK8w/BAREZFfYfghIiIiv8LwQ0RERH6F4YeIfKampgYqlUr5qNVqxMbGwmaz4e3btzM+f3x8PPLz85W/m5qaoFKp0NTU9EvjNDc3w263Y2BgwKf1AUB+fj7i4+N9Pi4R/TyGHyLyuerqarhcLty/fx8FBQWoq6tDeno6vn79+lvrSElJgcvlQkpKyi+d19zcjLKyshkJP0Q0+/gLz0Tkc4sXL1beo5SZmYmxsTGUl5ejvr7e66sEvn37huDgYJ/XERYWpvyaLxHRBN75IaIZNxFAuru7kZ+fj9DQUDx//hwbN26EXq/HunXrAAAjIyM4c+YMkpOTodVqERkZCZvNhvfv33uMNzo6ipKSEhgMBgQHB2PNmjVoaWmZNO9Uy15PnjyBxWJBeHg4dDodTCYTDh48CACw2+04cuQIAGDhwoXKEt6PY1y/fh2rV69GSEgIQkNDkZWVhWfPnk2av6amBklJSdBqtTCbzaitrf23/0Ii8iHe+SGiGffq1SsA399O39HRgZGREWzduhWFhYU4duwY3G43xsfHkZOTg0ePHqGkpARpaWno7u7GqVOnkJGRgadPnyIoKAgAUFBQgNraWhw+fBgbNmxAW1sbtm3bhsHBwX+spbGxERaLBWazGefPn0dcXBy6urpw7949AN/fr/bp0ydcunQJt2/fRnR0NABg0aJFAICzZ8+itLQUNpsNpaWlGBkZQUVFBdLT09HS0qL0q6mpgc1mQ05ODs6dO4fPnz/DbrdjeHgYAQH83kk0q4SIyEeqq6sFgDx+/FhGR0dlcHBQGhoaJDIyUvR6vfT19YnVahUAUlVV5XFuXV2dAJBbt255tLe2tgoAuXLlioiItLe3CwApKiry6OdwOASAWK1Wpc3pdAoAcTqdSpvJZBKTySRDQ0NTXkdFRYUAkDdv3ni09/T0iFqtlv3793u0Dw4OisFgkLy8PBERGRsbk5iYGElJSZHx8XGlX1dXl2g0GjEajVPOTUQzj18/iMjnUlNTodFooNfrkZ2dDYPBgDt37iAqKkrps337do9zGhoaMHfuXFgsFrjdbuWzbNkyGAwGZdnJ6XQCwKRnh/Ly8qBWT38zu6OjA52dndi7dy90Ot0vX1djYyPcbjf27NnjUaNOp8PatWuVGl+8eIF3795h165dUKlUyvlGoxFpaWm/PC8R+RaXvYjI52pra2E2m6FWqxEVFaUsHU0IDg5GWFiYR1t/fz8GBgYQGBjodcwPHz4AAD5+/AgAMBgMHsfVajXCw8OnrWvi2aHY2Nifv5i/1QgAK1as8Hp8Yjlrqhon2rq6uv7V/ETkGww/RORzZrNZ2e3lzY93QyZEREQgPDwcd+/e9XqOXq8HACXg9PX1YcGCBcpxt9uthI6pREZGAgB6e3unv4ApREREAABu3rwJo9E4Zb8fa/w7b21E9Hsx/BDRHyE7OxvXrl3D2NgYVq1aNWW/jIwMAIDD4cDy5cuV9hs3bsDtdk87R2JiIkwmE6qqqlBcXAytVuu130T70NCQR3tWVhbUajU6OzsnLdv9KCkpCdHR0airq0NxcbES9rq7u9Hc3IyYmJhp6ySimcXwQ0R/hJ07d8LhcGDLli04cOAAVq5cCY1Gg97eXjidTuTk5CA3Nxdmsxm7d+/GhQsXoNFosH79erS1taGysnLSUpo3ly9fhsViQWpqKoqKihAXF4eenh40NjbC4XAAAJYsWQIAuHjxIqxWKzQaDZKSkhAfH4/Tp0/jxIkTeP36NTZt2oR58+ahv78fLS0tCAkJQVlZGQICAlBeXo59+/YhNzcXBQUFGBgYgN1u97oURkS/2Ww/cU1E/x8Tu71aW1un7GO1WiUkJMTrsdHRUamsrJSlS5eKTqeT0NBQSU5OlsLCQnn58qXSb3h4WA4dOiTz588XnU4nqamp4nK5xGg0/uNuLxERl8slmzdvljlz5ohWqxWTyTRp99jx48clJiZGAgICJo1RX18vmZmZEhYWJlqtVoxGo+zYsUMePHjgMcbVq1clISFBAgMDJTExUaqqqsRqtXK3F9EsU4mIzHL+IiIiIvptuNWdiIiI/ArDDxEREfkVhh8iIiLyKww/RERE5FcYfoiIiMivMPwQERGRX2H4ISIiIr/C8ENERER+heGHiIiI/ArDDxEREfkVhh8iIiLyKww/RERE5Ff+AigOclcv6f8CAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Random Forest\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Gradient Boosting\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "CatBoost\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "classes = np.unique(y_test)\n", + "for name, model in models.items():\n", + " print(f\"\\n{name}\")\n", + " X = df.drop(\"fruit_name\", axis=1)\n", + " y = df[\"fruit_name\"]\n", + " X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + " y_pred = model.predict(X_test)\n", + " plot_confusion_matrix(y_test, y_pred, classes, title=name)" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "582eec60-8a94-4068-93a4-6d03524bca1c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_confusion_matrix(y_test_log, y_pred_my_log, classes,title = 'MyLogReg')" + ] + }, + { + "cell_type": "markdown", + "id": "b28cf05c-b565-4b8f-92ac-b90ada440d90", + "metadata": {}, + "source": [ + "В рамках работы были обучены и сравнены несколько моделей классификации для задачи определения фруктов: Decision Tree, Random Forest, Gradient Boosting, CatBoost, а также собственная реализация логистической регрессии.\n", + "\n", + "Для всех моделей была проведена единая предобработка данных с помощью ColumnTransformer, включающая стандартизацию числовых признаков и кодирование категориальных. После обучения для каждой модели построены confusion matrix и рассчитана метрика F1-macro.\n", + "\n", + "Результаты показали, что все модели достигли идеальной точности на тестовой выборке (F1-macro = 1.0). Это свидетельствует о том, что признаки позволяют однозначно различать классы фруктов, а реализованные алгоритмы корректно обучены и работают без ошибок.\n", + "\n", + "Собственная реализация логистической регрессии также продемонстрировала сопоставимые результаты с готовыми моделями из scikit-learn, что подтверждает корректность метода градиентного спуска и мультиклассовой реализации OvR.\n", + "\n", + "Таким образом, можно заключить, что:\n", + "\n", + "*Все рассмотренные модели подходят для данной задачи.\n", + "\n", + "*Собственная реализация логистической регрессии успешно справляется с классификацией и может использоваться для аналогичных задач.\n", + "\n", + "*Предварительная обработка данных и правильное разделение на обучающую и тестовую выборки обеспечивают корректное сравнение моделей." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.18" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 2b3bd6d611c6765c3c5180377a83a96d490b2995 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Thu, 27 Nov 2025 17:42:18 +0300 Subject: [PATCH 11/14] fixed code --- project/Task8/main.ipynb | 1005 +------------------------------------- 1 file changed, 1 insertion(+), 1004 deletions(-) diff --git a/project/Task8/main.ipynb b/project/Task8/main.ipynb index 7d05297d..0b725382 100644 --- a/project/Task8/main.ipynb +++ b/project/Task8/main.ipynb @@ -1,1004 +1 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "e9a2d2b1-19f8-40ad-9769-1c640d25112d", - "metadata": {}, - "source": [ - "# Задача 8. Сравнение методов классификации\n", - "\n", - "** **Дедлайн**: 28.11.2025, 23:59\n", - "* Полный балл: 15\n", - "\n", - "## Задача\n", - "\n", - "- [ ] Найти данные, на которых интересно будет решать задачу классификации (больше `1000` строк, больше `5` признаков).\n", - "- [ ] Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (**Data Cleaning**).\n", - "- [ ] Выполнить разведочный анализ (**EDA**), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи классификации.\n", - "- [ ] При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (**Feature Engineering**).\n", - "- [ ] Используя **подбор гиперпараметров**, **кросс-валидацию** и при необходимости **масштабирование данных**, добиться наилучшего качества предсказания для библиотечных реализаций (например, из **sklearn**) четырёх методов классификации.\n", - "- [ ] Сравнить все обученные модели, построить их **confusion matrices**. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных.\n", - "- [ ] (**Доп., +5 балла**) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." - ] - }, - { - "cell_type": "code", - "execution_count": 72, - "id": "08a1301b-2fad-4029-9302-3b7135b36281", - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import numpy as np\n", - "import seaborn as sns\n", - "import matplotlib.pyplot as plt\n", - "from sklearn.model_selection import train_test_split\n", - "from sklearn.compose import ColumnTransformer\n", - "from sklearn.preprocessing import OneHotEncoder, StandardScaler\n", - "from catboost import CatBoostClassifier\n", - "from sklearn.pipeline import Pipeline\n", - "from sklearn.tree import DecisionTreeClassifier\n", - "from sklearn.ensemble import RandomForestClassifier,GradientBoostingClassifier\n", - "from sklearn.metrics import f1_score\n", - "from sklearn.model_selection import cross_val_score\n", - "from sklearn.metrics import confusion_matrix" - ] - }, - { - "cell_type": "markdown", - "id": "b1681227-3ca5-4e0e-ad0a-28c72e8859ce", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "21998860-d203-4c48-8693-861ea4a964e7", - "metadata": {}, - "outputs": [], - "source": [ - "df = pd.read_csv('fruit_classification_dataset.csv')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "3fa2ed90-d039-434d-8653-7ad4ecc32709", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
size (cm)shapeweight (g)avg_price (₹)colortastefruit_name
025.4round3089.2137.1greensweetwatermelon
\n", - "
" - ], - "text/plain": [ - " size (cm) shape weight (g) avg_price (₹) color taste fruit_name\n", - "0 25.4 round 3089.2 137.1 green sweet watermelon" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[:1]" - ] - }, - { - "cell_type": "markdown", - "id": "a12a59b9-4609-4632-9e51-83e0fc967b12", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "### Сначала категориальные переменные + графики" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "1e4e9795-3892-42fe-9662-a85db2750379", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Количество')" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(5,4)) \n", - "sns.histplot(df['shape'], bins=3, color='skyblue', kde=False)\n", - "\n", - "plt.title('Распределение значений столбца shape', fontsize=12)\n", - "plt.xlabel('Форма', fontsize=10)\n", - "plt.ylabel('Количество', fontsize=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "41e9b525-63d8-4f7b-afc2-edaed4c06917", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Количество')" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(5,4)) \n", - "sns.histplot(df['color'], bins=20, color='skyblue', kde=False)\n", - "plt.xticks(rotation=45)\n", - "plt.title('Распределение значений столбца color', fontsize=12)\n", - "plt.xlabel('Цвет', fontsize=10)\n", - "plt.ylabel('Количество', fontsize=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "8d4a585e-12e7-4277-868c-9780d5e6997c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Количество')" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(figsize=(5,4)) \n", - "sns.histplot(df['taste'], bins=20, color='skyblue', kde=False)\n", - "plt.xticks(rotation=45)\n", - "plt.title('Распределение значений столбца taste', fontsize=12)\n", - "plt.xlabel('Вкус', fontsize=10)\n", - "plt.ylabel('Количество', fontsize=10)" - ] - }, - { - "cell_type": "markdown", - "id": "2aba1155-34b4-4692-9ecc-271f2dee63f3", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "### Теперь визуализация через таблицы" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "f85793c1-af07-4d57-99d5-da8dfee904f0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "size (cm) 0\n", - "shape 0\n", - "weight (g) 0\n", - "avg_price (₹) 0\n", - "color 0\n", - "taste 0\n", - "fruit_name 0\n", - "dtype: int64" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.isna().sum() # нан-ов нет" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "ec2669db-f6ac-4c49-a3a8-26d43cfb9703", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
size (cm)weight (g)avg_price (₹)
count10000.00000010000.00000010000.000000
mean8.430600455.45772077.016720
std6.396915731.64308738.946916
min0.9000004.5000009.000000
25%3.70000045.80000045.575000
50%7.200000168.80000075.400000
75%10.100000365.275000100.700000
max27.5000003299.800000165.000000
\n", - "
" - ], - "text/plain": [ - " size (cm) weight (g) avg_price (₹)\n", - "count 10000.000000 10000.000000 10000.000000\n", - "mean 8.430600 455.457720 77.016720\n", - "std 6.396915 731.643087 38.946916\n", - "min 0.900000 4.500000 9.000000\n", - "25% 3.700000 45.800000 45.575000\n", - "50% 7.200000 168.800000 75.400000\n", - "75% 10.100000 365.275000 100.700000\n", - "max 27.500000 3299.800000 165.000000" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[['size (cm)','weight (g)','avg_price (₹)']].describe()" - ] - }, - { - "cell_type": "markdown", - "id": "10b49f39-ae70-44d3-8bf1-460c8ee409ce", - "metadata": {}, - "source": [ - "\"выбросы\" есть, но это полезные данные, так что с ними ничего не делаем." - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "ed6437b2-c1ea-46ad-831a-e9ccf9c82487", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n", - "
" - ], - "text/plain": [ - " size (cm) weight (g) avg_price (₹)\n", - "size (cm) 1.000000 0.918319 0.602929\n", - "weight (g) 0.918319 1.000000 0.550370\n", - "avg_price (₹) 0.602929 0.550370 1.000000" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[['size (cm)','weight (g)','avg_price (₹)']].corr()" - ] - }, - { - "cell_type": "markdown", - "id": "7f1389e1-eda6-4a4f-a020-fb7fd89a0066", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Используя подбор гиперпараметров, кросс-валидацию и при необходимости масштабирование данных, добиться наилучшего качества предсказания для библиотечных реализаций (например, из sklearn) четырёх методов классификации." - ] - }, - { - "cell_type": "markdown", - "id": "27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7", - "metadata": {}, - "source": [ - "Используем решающие деревья + catboost" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "6898d6fa-0679-45c9-be4d-b19c6488930b", - "metadata": {}, - "outputs": [], - "source": [ - "X = df.drop(\"fruit_name\", axis=1)\n", - "y = df[\"fruit_name\"]\n", - "\n", - "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "44ce80c5-1f9f-4a75-b7f9-555a58521a79", - "metadata": {}, - "outputs": [], - "source": [ - "numeric_features = [\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]\n", - "categorical_features = [\"shape\", \"color\", \"taste\"]" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "38b0255a-4d02-443a-a3ce-52da65e97895", - "metadata": {}, - "outputs": [], - "source": [ - "preprocess = ColumnTransformer([\n", - " (\"num\", StandardScaler(), numeric_features),\n", - " (\"cat\", OneHotEncoder(handle_unknown=\"ignore\"), categorical_features)\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "b3cf06fc-a316-4d45-a15f-775da75a39ad", - "metadata": {}, - "outputs": [], - "source": [ - "dt_pipe = Pipeline([\n", - " (\"preprocess\", preprocess),\n", - " (\"model\", DecisionTreeClassifier(max_depth=None, random_state=42))\n", - "])\n", - "rf_pipe = Pipeline([\n", - " (\"preprocess\", preprocess),\n", - " (\"model\", RandomForestClassifier(\n", - " n_estimators=200,\n", - " max_depth=4,\n", - " random_state=42\n", - " ))\n", - "])\n", - "gb_pipe = Pipeline([\n", - " (\"preprocess\", preprocess),\n", - " (\"model\", GradientBoostingClassifier(\n", - " n_estimators=300,\n", - " learning_rate=0.05,\n", - " max_depth=3,\n", - " random_state=42\n", - " ))\n", - "])\n", - "cat_features = [X.columns.get_loc(col) for col in categorical_features]\n", - "cat_model = CatBoostClassifier(\n", - " iterations=500,\n", - " learning_rate=0.05,\n", - " depth=6,\n", - " loss_function=\"MultiClass\",\n", - " verbose=False\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "a09accf9-b26f-455c-911e-1bbdfb7eba72", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "dt_pipe.fit(X_train, y_train)\n", - "rf_pipe.fit(X_train, y_train)\n", - "gb_pipe.fit(X_train, y_train)\n", - "cat_model.fit(\n", - " X_train,\n", - " y_train,\n", - " cat_features=cat_features\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "id": "3738a8ae-7db5-4cac-86a5-1742d11c0fac", - "metadata": {}, - "outputs": [], - "source": [ - "models = {\n", - " \"Decision Tree\": dt_pipe,\n", - " \"Random Forest\": rf_pipe,\n", - " \"Gradient Boosting\": gb_pipe,\n", - " \"CatBoost\": cat_model\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "id": "44ea1862-3e7b-44a7-b770-6ef9d21e0428", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "F1-macro scores:\n", - "\n", - "Decision Tree: 1.0000\n", - "Random Forest: 1.0000\n", - "Gradient Boosting: 1.0000\n", - "CatBoost: 1.0000\n" - ] - } - ], - "source": [ - "print(\"F1-macro scores:\\n\")\n", - "for name, model in models.items():\n", - " y_pred = model.predict(X_test)\n", - " f1_macro = f1_score(y_test, y_pred, average=\"macro\")\n", - " print(f\"{name}: {f1_macro:.4f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "addbb402-3acc-4e48-b7f0-c2de528f2209", - "metadata": {}, - "source": [ - "Мы получили f1=1. Из-за чего?" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "id": "18fc3058-b470-4bdf-a368-d8b2cd83de7a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[1. 1. 1. 1. 1.] 1.0\n" - ] - } - ], - "source": [ - "score = cross_val_score(rf_pipe, X, y, cv=5, scoring=\"f1_macro\")\n", - "print(score, score.mean())" - ] - }, - { - "cell_type": "markdown", - "id": "b8b7915a-b5eb-484a-9bee-d6b582d8f605", - "metadata": {}, - "source": [ - "Получается, данные слишком просто различаются. Теперь посмотрим, как справится моя самописная модель." - ] - }, - { - "cell_type": "markdown", - "id": "248e3a63-36b2-4e44-a48c-8b80f21d9617", - "metadata": {}, - "source": [ - "## (Доп., +5 балла) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." - ] - }, - { - "cell_type": "markdown", - "id": "cd15b3c3-6c6e-469a-b224-2038def79436", - "metadata": {}, - "source": [ - "Нам нужна ovr-регрессия, потому что у нас 2+ классов" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "id": "91eecf25-818a-4b3d-82b8-ffb475539d2f", - "metadata": {}, - "outputs": [], - "source": [ - "class LogisticRegressionOvR:\n", - " def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n", - " self.learning_rate = learning_rate\n", - " self.n_iters = n_iters\n", - " self.reg_lambda = reg_lambda\n", - " self.classes = None\n", - " self.models = {}\n", - "\n", - " def fit(self, X, y):\n", - " self.classes = np.unique(y)\n", - "\n", - " for cls in self.classes:\n", - " binary_y = np.where(y == cls, 1, 0)\n", - " model = LogisticRegressionScratch(\n", - " learning_rate=self.learning_rate,\n", - " n_iters=self.n_iters,\n", - " reg_lambda=self.reg_lambda\n", - " )\n", - " model.fit(X, binary_y)\n", - " self.models[cls] = model\n", - "\n", - " def predict_proba(self, X):\n", - " probs = np.column_stack([\n", - " self.models[cls].predict_proba(X) for cls in self.classes\n", - " ])\n", - " return probs / probs.sum(axis=1, keepdims=True)\n", - "\n", - " def predict(self, X):\n", - " probs = self.predict_proba(X)\n", - " class_indices = np.argmax(probs, axis=1)\n", - " return self.classes[class_indices]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "id": "c2e18906-3f3e-47d8-9c3b-f324de623235", - "metadata": {}, - "outputs": [], - "source": [ - "X_num = df[[\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]]\n", - "X_cat = pd.get_dummies(df[[\"shape\", \"color\", \"taste\"]])" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "id": "2b4be484-7d5c-4ed7-93af-b924c5cbc407", - "metadata": {}, - "outputs": [], - "source": [ - "X = np.hstack([StandardScaler().fit_transform(X_num), X_cat.values])\n", - "y = df[\"fruit_name\"].values" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "id": "a0515772-f735-46c5-ad4b-2cdd39fb2715", - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test, y_train, y_test_log = train_test_split(X, y, test_size=0.2, random_state=42)" - ] - }, - { - "cell_type": "code", - "execution_count": 90, - "id": "6efffcd8-f73e-46ad-9b31-5303980342ab", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "my_logreg = LogisticRegressionOvR(\n", - " learning_rate=0.05,\n", - " n_iters=3000,\n", - " reg_lambda=0.01\n", - ")\n", - "\n", - "my_logreg.fit(X_train, y_train)\n", - "y_pred_my_log = my_logreg.predict(X_test)" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "id": "0b154782-8a56-46cc-a968-9365530f8131", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0.9974926481968736" - ] - }, - "execution_count": 70, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "f1_macro = f1_score(y_test_log, y_pred_my_log, average=\"macro\")\n", - "f1_macro" - ] - }, - { - "cell_type": "markdown", - "id": "7b24ed4b-1ea3-4227-ab5d-f9da57b2adce", - "metadata": {}, - "source": [ - "А моя регрессия где-то допустила ошибку, интересно." - ] - }, - { - "cell_type": "markdown", - "id": "16128285-fcd2-459c-a4e9-2322c56035d0", - "metadata": {}, - "source": [ - "## Сравнить все обученные модели, построить их confusion matrices. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных." - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "id": "ff499fc7-25a6-43e6-9bba-608e82ab2eea", - "metadata": {}, - "outputs": [], - "source": [ - "models = {\n", - " \"Decision Tree\": dt_pipe,\n", - " \"Random Forest\": rf_pipe,\n", - " \"Gradient Boosting\": gb_pipe,\n", - " \"CatBoost\": cat_model\n", - "}\n" - ] - }, - { - "cell_type": "code", - "execution_count": 79, - "id": "679dca2c-f437-4fca-8773-15a11568ec4c", - "metadata": {}, - "outputs": [], - "source": [ - "def plot_confusion_matrix(y_true, y_pred, classes, title):\n", - " cm = confusion_matrix(y_true, y_pred, labels=classes)\n", - " plt.figure(figsize=(6,5))\n", - " sns.heatmap(cm,annot=True,xticklabels=classes,yticklabels=classes)\n", - " plt.title(title, fontsize=14)\n", - " plt.xlabel(\"Predicted\", fontsize=12)\n", - " plt.ylabel(\"True\", fontsize=12)\n", - " plt.tight_layout()\n", - " plt.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 80, - "id": "05cf051c-3467-4d4b-8671-be33c43aeefd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Decision Tree\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Random Forest\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Gradient Boosting\n" - ] - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAj8AAAHqCAYAAADrty82AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXd8zdf/x5/33tzcTJGd0BDErF2bEqspanTQqiqtmkVtRYwUjRWx+tWKCq2qUjWqRa2oFSP2qE2MEDEyJG5ycz+/P/JzuTIkuTd8cnOej8fnIfd8znmd1/ncG/edMxWSJEkIBAKBQCAQFBGUr9qAQCAQCAQCwctEBD8CgUAgEAiKFCL4EQgEAoFAUKQQwY9AIBAIBIIihQh+BAKBQCAQFClE8CMQCAQCgaBIIYIfgUAgEAgERQoR/AgEAoFAIChSiOBHIBAIBAJBkUIEPwKBIE8oFAr8/f2N0nr27IlCoeDq1auvxJMgg6tXr6JQKOjZs+ertiIQyBoR/AgEMuPYsWP069ePKlWqUKxYMaytrfH29uatt95izpw53Lt371VblA1ZBWIv4kmA8Pxlb29P9erVCQoKIikpqWAMmwFfX198fX1ftQ2BoFCjEGd7CQTyQK/XM2rUKEJCQrCysqJp06ZUq1YNOzs7YmNj2bdvH2fPnsXR0ZHLly/j5ub2SnwqFAqaNWtGRESEIS0mJob4+HjKlSuHWq1+pV5exNWrVylTpgzlypXjk08+AUCSJO7evcumTZu4evUqDRs2ZPfu3ahUqgJynn+eBD5Z9bKlpaVx6dIlnJyc8Pb2frnGBIJChNWrNiAQCDIYN24cISEh1KlTh5UrV1KuXLlMeQ4dOsSoUaN4/PjxK3CYPd7e3oXuy9bPz49JkyYZpWm1Who2bMj+/fv5999/ad68+asxl0/UajWVKlV61TYEAtkjhr0EAhlw4cIFZs6ciYeHB5s2bcoy8AGoW7cuO3bsMAo0np3n8d9///Hee+/h5uZmNAdn7dq1dO3aFT8/P+zs7HBycuLNN99kzZo12XpavHgxVatWxcbGBh8fnxyDrpzm/Pz777+0b98eNzc3NBoN5cuXJzAwkOTkZKN8ERERKBQKJk2axJEjRwgICMDR0REnJyfeffddI+0neQF27dplNHy1dOnSbNv0IjQajSHguXv3bqb7+/bto127dri4uGBjY0OlSpWYNGlSprbkJ/+RI0f44IMPKFWqFBqNBk9PTxo2bMi0adOAp+/ztWvXuHbtmlGbnwRx2c358ff3R6FQoNPpmDx5MmXKlEGj0VChQgX+97//Zek9Li6OPn364OHhgZ2dHXXr1mXt2rUsXbrU5OcsELxqRM+PQCADli5dSnp6On379n3hcJZCochyOObixYs0aNCA119/nR49enD//n2sra0BGDNmDNbW1jRp0gRvb2/u3r3Lhg0b+OCDD5g3bx6DBg0y0po8eTITJkzA09OT3r17o1ar+e233zh79mye2vX9998zYMAAnJ2dad++Pe7u7hw6dIipU6eyc+dOdu7cafD4hMOHDzNz5kz8/f3p27cvR48eZd26dZw8eZJTp05hY2ODr68vEydOJCgoiNKlSxt92desWTNPHp8lNTXVEFg9r7NmzRo++ugjrK2t+fDDD/Hw8GDbtm0EBQXxzz//sHPnTjQaTb7yHzt2jEaNGqFSqejYsSOlS5fm4cOHnD59mrCwML7++muKFy/OxIkTmTNnDgBDhgwx1JXbeU9du3blwIEDtGnTBpVKxapVq/jyyy9Rq9X07t3bkC8pKYlmzZpx5swZmjRpQpMmTbh58yZdu3blrbfeytezFQhkhSQQCF45zZs3lwBpx44deS575coVCZAAafz48VnmuXTpUqa0xMREqVq1apKTk5P06NEjQ/qFCxckKysrqWTJktKdO3cM6fHx8VLFihUlQGrWrJmRVo8ePSRAunLliiHt9OnTkpWVlVSrVi3p3r17RvmDg4MlQJo1a5YhbefOnYZ2rFy50ih/9+7dJUD69ddfjdKz8vIinjyvcuXKSRMnTpQmTpwoTZgwQRowYIBUrlw5ycbGRpo5c6ZRmYSEBKl48eKSRqORjh8/bkjX6/XSxx9/LAHS5MmT851/2LBhEiCtX78+k9+4uDij16VLl5ZKly6dY9t69OhhlN6sWTMJkOrXry/Fx8cb0v/77z/JyspKqlixolH+wMBACZC+/PJLo/Rn36Pw8PAsPQgEhQER/AgEMqBy5coSIP3333+Z7m3fvt3wJf3k2r17t+H+ky88Ly8vSavV5qnekJAQCZAiIiIMaUFBQRIghYSEZMr/888/5zr4GTx4sAQYeX1Cenq65O7uLr3xxhuGtCdfrE2bNs2U/8m9YcOGGaWbEvxkd3Xo0EE6c+aMUZmffvpJAqT+/ftn0ouOjpasrKykcuXK5Tv/k+Dnn3/+eaF/U4KfrILrJ/cSEhIMab6+vpJGo5FiY2Mz5Q8ICBDBj6DQI4a9BAIZIOWw6HLHjh1MnTrVKM3GxoYmTZoYpdWoUSPTENITYmNjmTZtGps2beLatWukpKQY3b9165bh5+PHjwPw5ptvZtLJKi07IiMjAdi8eTPbtm3LdF+tVvPff/9lSq9du3amtNdeew2Ahw8f5rr+FxEQEMDmzZsNr2NjY9m+fTuDBw+mUaNGHDhwgAoVKgBw9OhRIOvhJR8fH8qVK8e5c+dITEzE0dExz/k/+OAD5syZQ6dOnejSpQutW7emSZMmlCpVymzthRc/W0dHRxISErh69Sqvv/467u7umfI3atSILVu2mNWXQPCyEcGPQCADPD09+e+//7h58yYVK1Y0ujdlyhSmTJkCZMwN+uyzz7LVyIr79+9Tt25doqOjady4Ma1ataJ48eKoVCqOHTvG+vXr0Wq1hvzx8fEAeHh45LqO7OoFMgVuL8LJySlTmpVVxn9V6enpedLKCx4eHnTt2pWUlBR69erFtGnTWLJkCQAJCQlA9u338vLi3LlzJCQkGAKIvORv2LAhO3bsIDg4mF9//dUwmfiNN95g5syZZlt1lptn+8R7VoEP5O0zIBDIFbHaSyCQAY0aNQJg586d+dZ4svrpeX788Ueio6OZMmUKe/bsYf78+UyePJlJkybRoEGDTPmffEHGxsZmunfnzp1c+ylWrBiQ8WUqZQyxZ3nJjXr16gEZq6+e8KQt2bX/SfqTfHnND9CsWTM2b97MgwcP2LlzJ8OGDeP06dO0a9eOS5cumdKkPPHEU1ar3SBvnwGBQK6I4EcgkAE9evRAqVSyaNEi4uLizKr95IuzQ4cOme7t3r07U1qNGjWyvZdVWnbUr18feDr8VRAolUqz9wY96bHS6/WGtFq1agFkuZnizZs3uXTpEmXLlsXR0TFf+Z/F1tYWf39/QkJCGDt2LCkpKUbDhiqVqkB7wIoVK4avry8XL17Mdrm/QFDYEcGPQCADKlasyLBhw4iNjaVNmzbZ/qWfnzkvpUuXBmDPnj1G6StWrODvv//OlP/jjz9GpVIxe/Zso96fhIQEw/BbbhgwYABWVlYMGjSI69evZ7r/8OFDw9yY/OLi4sKNGzdM0ngWvV7P/PnzAeP5TR07dsTJyYnw8HBOnz5tSJckiTFjxpCWlma03D6v+Xfv3m0YbnqWJ70stra2hjQXFxfi4uIKdKPLbt26odVqCQoKMkqPiIgQ830EFoGY8yMQyIRp06aRlpbG3LlzqVixIs2aNaN69eqG4y2OHTvG4cOHKVasGNWrV8+1bvfu3Zk+fTqDBg1i586dlC5dmhMnTrBt2zbee+89/vjjD6P8fn5+TJgwgYkTJ1K9enW6dOmClZUVa9asoVq1apw7dy5X9VatWpX//e9/9O/fn4oVK9K2bVvKlStHQkICly9fZteuXfTs2ZPvv/8+T8/pWVq0aMGqVav44IMPqFWrFiqVinbt2lGtWrUXlr148aLRDs93795l586dnD17Fh8fHwIDAw33ihUrRlhYGF27dqV+/fp8+OGHuLu7s337dg4fPky9evUYOXJkvvOHhISwdetWmjdvTtmyZbGxseHIkSNs374dPz8/3n33XaM2Hz58mPbt2/Pmm28a9m96fgK8KYwePZo1a9bw3XffceLECZo0acKNGzdYtWoV7du3588//0SpFH87Cwoxr2qZmUAgyJrDhw9LX3zxhVShQgXJ3t5eUqvVkqenp9SqVStp9uzZ0t27d43yZ7e8+VmOHTsmvfXWW5Kzs7Pk6OgoNWvWTNq2bZsUHh6e7bLlsLAwqUqVKpK1tbX02muvSSNGjJCSk5NzvdT9CQcPHpQ++ugjqUSJEpJarZbc3Nyk2rVrS19//bV09uxZQ74ny9knTpyYSSO7NsbExEhdunSR3NzcJKVSmasl2NktdddoNFLFihWlYcOGZXrGT/j333+lNm3aSMWLF5esra2lChUqSOPHj5eSkpJMyr9582bp008/lSpWrCg5OjpKDg4OUpUqVaTAwMBM+/wkJiZKvXv3lry9vQ1tfvLMXrTUPSuye+9iY2OlXr16SW5ubpKNjY30xhtvSH/88Yc0a9YsCZDWrl2b9QMWCAoB4mBTgUAgEOSaTz75hF9++YUzZ85QuXLlV21HIMgXot9SIBAIBJmIiYnJlLZr1y5WrlxJxYoVReAjKNSIOT8CgUAgyETbtm2xtbWlZs2a2Nvbc+bMGTZv3oxKpTJMChcICiti2EsgEAgEmZgzZw6//PILly5dIjExkeLFi9O4cWPGjBlj2MZAICisiOBHIBAIBAJBkULM+REIBAKBQFCkEMGPQCAQCASCIoUIfgQCgUAgEBQpxGovQbakrPrGLDqOn/xgFh2BQCAoquhSbxaIblrcZZPKq93KmsnJy0X0/FgIS5cupXjx4q/ahkAgEAgEskcEP4IX8kibxoy/D9Nm1lrqB63k00VbOHXjnuH+vaQUxv+xn9Yz/qDBNysZsGwH1+5lPqQxO/r17cGFc/tJSrjEgchNNGlcL88ezaFhqTpy8mKpOnLyIjcdOXmxZJ18o0837SqkiOBH8EKC1kUSefE2Uz5oxOqB7Wjo502/pdu5k5CMJEkMXfEvN+8nEvpxM1b2b4t3cXv6hW8nJVX3Qu3OnTswO2QSwdPmUadeAHv2HGTjn8vx8SmRa3/m0LBUHTl5sVQdOXmRm46cvFiyjklIetOuwsorPFesyLBp0yapcePGkpOTk+Ti4iK1a9dOunjxoiRJTw8i/PXXX6WGDRtKGo1GqlKlirRz505D+ScHPm7cuFGqXr26pNFopHr16kknTpww5AkPD5ecnJyM6t2wYYNUu3ZtSaPRSGXKlJEmTZokpaWl5dp38m9B0v3l46XKlSpKm7/pIyX/FmS43mlaX5rR+13p7HfDpQoVKkgn5g013Ev8daJUt0ZVafnI7lLyb0GSSl0i2+vAgShp4ffLjNLOnD0vTZs+L8dy5tawVB05ebFUHTl5kZuOnLwUdp2CIvXWGZOuworo+XkJPHr0iGHDhnHo0CG2b9+OUqnk3XffRa9/GjWPHDmS4cOHc/ToURo1akSHDh24d++ekc7IkSOZNWsWhw4dwsPDgw4dOpCWlpZlnVu2bOGTTz5h8ODBnDlzhh9++IGlS5cyderUPHlP10uk6yU0ViqjdBu1iqPX7pKqy+j21Kif3lcplahVSo5G381RW61WU7t2dbZu22WUvnXrLho2qJMrf+bQsFQdOXmxVB05eZGbjpy8WLKOqUiS3qSrsCKCn5fA+++/z3vvvUf58uWpWbMmP/74IydPnuTMmTOGPAMHDuT999+ncuXKLFy4ECcnJ3788UcjnYkTJ9K6dWuqVavGsmXLuHPnDmvXrs2yzqlTp/L111/To0cPypYtS+vWrZk8eTI//JC3lVf2GjXVfdxYFHGS2IRk0vV6/jp2hZM34ohLTMHX3Qnv4vbM++cYCSla0nTpLPn3NHFJj4lLTMlR283NBSsrK2LvxBmlx8bG4enlkSt/5tCwVB05ebFUHTl5kZuOnLxYso4gf4il7i+BS5cuMX78eCIjI4mLizP0+ERHR1OlShUAGjZsaMhvZWVFnTp1OHv2rJHOs3lcXFyoWLFipjxPiIqK4tChQ0Y9Penp6Tx+/Jjk5GTs7OyM8mu1WrRarVGaPk2HRm3F1A8aMWltJG/NXItKqaCStwttqvnyX8x91ColIR+9yaR1B2j67e+olArql/Wicfncj1lLz52wolAoMqW9DA1L1ZGTF0vVkZMXuenIyYsl6+QbfeHtvTEFEfy8BNq3b4+Pjw9hYWGUKFECvV5P1apVSU1NzbGcQqF4oXZ2efR6PUFBQbz33nuZ7tnY2GRKCw4OJigoyCht7Af+BHZujo+LIz/2ak1Kqo4kbRrujraM+m03JZwdAKhS0pVVX7Yl8XEqael6XOxt+OSHzVQp4ZKj97i4++h0Ojy93I3S3d1dib2T85CZOTUsVUdOXixVR05e5KYjJy+WrGMyhXjoyhTEsFcBc+/ePc6ePUtgYCAtW7akcuXKPHjwIFO+yMhIw886nY6oqCgqVaqUbZ4HDx5w/vz5THmeULt2bc6dO4efn1+mS6nM/LaPGTOG+Ph4o2tkpzeN8thaW+HuaEtCipZ9F2Pwr/Sa0X1HG2tc7G24di+BMzfv41/ZJ8dnk5aWxpEjJ2jVsqlReqtWTdkfeTjHsubUsFQdOXmxVB05eZGbjpy8WLKOyRTRpe6i56eAcXZ2xtXVlUWLFuHt7U10dDRff/11pnzfffcd5cuXp3LlyoSGhvLgwQM+//xzozzffPMNrq6ueHp6Mm7cONzc3OjUqVOW9U6YMIF33nkHHx8fOnfujFKp5MSJE5w8eZIpU6Zkyq/RaNBoNEZpKeqMj8e+C7eQAF+3YkTfSyR0y1F83YrRsXY5AP45dQ1nexu8ney4cOchM/6Oonnl12jk5/3C5xM6N4xl4XOJijpO5IEoevf6hFI+Jflh0c8vLGtODUvVkZMXS9WRkxe56cjJiyXrmEQR7fkRwU8Bo1QqWblyJYMHD6Zq1apUrFiRefPm4e/vb5Rv2rRpTJ8+naNHj1KuXDnWr1+Pm5tbpjxfffUVFy5coEaNGmzYsAFra+ss6w0ICGDjxo188803zJgxA7VaTaVKlfjiiy/y3IbEx2nM33qMOwnJONla0/L1UgxsVQO1KqMHKS4xhZBNR7j36DHuDja8U7Msffyr5kp79eoNuLo4EzhuKN7eHpw6fY72HboTHZ37rdzNoWGpOnLyYqk6cvIiNx05ebFkHUHeUUgvdWaV4HmuXr1KmTJlOHr0KDVr1swyT0REBM2bN+fBgwcv9QgLcbaXQCAQyIOCOtsr9fJBk8pbl33JO1KbCdHzIxAIBAJBEaUw79VjCiL4EQgEAoGgqCKWugteBb6+vi/c08Hf3//l7vsgEAgEgqKB6PkRCIwx11ydxD/HmEXHsX2wWXQEAoFAULQR+/zkAX9/f4YMGfKqbQgEAoFAYB6K6D4/IvgR5AkbGyVenjaU9rGjXBkHloXPIinhEgciN9GkccHM+t927CLvTV1OWV97fEraYW9nfMhqcSc1X4/6giuXInmUeJkjh7fg36x+vurq17cHF87tN7lNctKRkxdL1ZGTF7npyMmLJevkG0lv2lVIEcGPIE8oFQpSU/WUr1gdgDVrNlKnXgB79hxk45/L8fHJ/ZleAOsPnKXXvD+yvX/8Sgyjl26mXd1KXL+ZTGJSGp4eNmg0Tz+6XTp3YMKEcXwbPI8Gjd7m4MFDrF/3M6VK5c1L584dmB0yieBp80xqk5x05OTFUnXk5EVuOnLyYsk6JqHXm3YVUsQ+P3nA39+fqlUzNu9bvnw5KpWK/v37M3nyZBQKBcuXL2fOnDmcO3cOe3t7WrRowZw5c/DwyDih98l+Pdu2bWP06NGcOXOGmjVrEh4eTsWKFYGMQ1CHDRtGZGQkjx49onLlygQHB9OqVSuDD19fX/r06cPFixdZvXo1zs7OBAYG0qdPH0Oe0aNHs3btWm7cuIGXlxfdunVjwoQJqNXqXLfXyrpktvf27fmT7t27EnMnheTkjK7PkyciWLv2L+bMmYujgxVKZUag9PPID6hb/rUsddYfOMuGA2f5cXDmM8gARoVv4tHjVL7r39Ew58fb04Z0vUTsXa3By5Gjpxg4KGNukVIJZ0//y9p1m/h6TO7nCT2v86RNGzZsZlzgtEKpIycvlqojJy9y05GTl8KuU1D7/GhPbTWpvKZqazM5ebmInp88smzZMqysrDhw4ADz5s0jNDSUxYsXA5CamsrkyZM5fvw469at48qVK/Ts2TOTxrhx4wgJCeHw4cNYWVkZHWORlJRE27Zt2bZtG0ePHiUgIID27dsTHR1tpBESEkKdOnU4evQoAwYMoH///vz333+G+46OjixdupQzZ84wd+5cwsLCCA0NNcszUKvV1K5dPVP61q27OHvmKDY2Ku7EPub6zWSSHun4cuEGrsU+zFddJ67epkGlUkZpySnp2NiojLxs3bbLcF+pVLB3717q16uT5zY9q/OkTQ0bFE4dOXmxVB05eZGbjpy8WLKOIH+I1V55xMfHh9DQUBQKBRUrVuTkyZOEhobSu3dvoyCmbNmyzJs3j3r16pGUlISDg4Ph3tSpU2nWrBkAX3/9Ne3atePx48fY2NhQo0YNatSoYcg7ZcoU1q5dy4YNGxg4cKAhvW3btgwYMADI6OUJDQ0lIiLCcNBpYGCgIa+vry/Dhw/nt99+Y9SoUSY/Azc3F6ysMn90Ll++zKFDB7gT+5j09IwOxfiENNo19Gb9gTMMbt8oz3XFJSTj6mhnlJaeLmGlUhh5ib0T99Sfi4aY23ep36Bxntv0rA5AbGwcnl4ehVJHTl4sVUdOXuSmIycvlqxjMoV46MoURPCTRxo0aIBCoTC8btiwISEhIaSnp3PixAkmTZrEsWPHuH//Pvr//1BFR0dTpUoVQ5nq1Z/2mnh7Zxz+GRsbS6lSpXj06BFBQUFs3LiRW7duodPpSElJydTz86yGQqHAy8uL2NhYQ9rvv//OnDlzuHjxIklJSeh0OooVK5Ztu7RaLVqt1ihNkiSjtr6Ihw/vI0kSpV4zDlaiLt7Cyd4GgJj7ibz37S+Ge+l6Pbp0PQ1HfG9Ia1e3IoEfNjdq3/M8P1j7ZPTWzdUaa2sljx7p8rU30vNlFApFodeRkxdL1ZGTF7npyMmLJevkF0kqvCu2TEEEP2bi8ePHvPXWW7z11lssX74cd3d3oqOjCQgIIDU11Sjvs/NunnyxPwmURo4cyZYtW5g1axZ+fn7Y2trywQcf5KjxROeJRmRkJB999BFBQUEEBATg5OTEypUrCQkJydZ/cHAwQUFBxppKBxSqzAFTXNx9dDpdpnRHRweUSiXRNxKNgpPji/php8nw6+5kz2+jPzLc2378EtuPX+LbT98ypDnYPD2s1a2YHXEJj4zqUakUpOslIy+eXu64uVhjb2fFzZgU3Nxcib1zN9v2ZtcmTy93o3R398KrIycvlqojJy9y05GTF0vWMZlCvGLLFMScnzwSGRmZ6XX58uX577//iIuLY9q0abz55ptUqlTJqCcmt+zevZuePXvy7rvvUq1aNby8vLh69WqeNPbu3Uvp0qUZN24cderUoXz58ly7di3HMmPGjCE+Pt7oUigds8yblpbGkSMnMqV36NAOvV6PSqlAp5MMVyn34rgVswfASqWklHtxw+XiaIdGbZUp7QnVfb2IPHfdqB47WxWPH6cbeWnfzh97eytuxaSg00m0atWU/ZGHc/3Mnui0atnUKL0w68jJi6XqyMmL3HTk5MWSdUymiK72Ej0/eeT69esMGzaMvn37cuTIEebPn09ISAilSpXC2tqa+fPn069fP06dOsXkyZPzrO/n58cff/xB+/btUSgUjB8/3tCjkxeN6OhoVq5cSd26dfnrr79Yu3ZtjmU0Gg0ajcYoLavhJoUC1GolU4NnA9C4YW2ir8fS9aP3adigHnq9Gg93G+7d16JNzQiEwrdG4VfClTdf981TOwA+blaTXvPWEL41CrVagb2dFba2Km7GpBjy/PhjOPPnh3Dg4HH27TtMr17dKOVTkkVhP+eprtC5YSwLn0tU1HEiD0TRu9cnlPIpyQ+LCq+OnLxYqo6cvMhNR05eLFlHkHdE8JNHPv30U1JSUqhXrx4qlYpBgwbRp08fFAoFS5cuZezYscybN4/atWsza9YsOnTokCf90NBQPv/8cxo1aoSbmxujR48mISEhTxodO3Zk6NChDBw4EK1WS7t27Rg/fjyTJk3Kk05WaDQqSnrb8t+ZQwBcvnwWgGvXztG+Q3euXHuAc3FrXF00WFkpSE+XOHntNk1eL52v+mqW9WZaj7f57q/9+JS0Iy1N4k7sY7TapwFhRMQ/BAcHM27sEDw8PDh//jx9+/bh/r07eapr9eoNuLo4EzhuKN7eHpw6ndGm6Oi8LTGVk46cvFiqjpy8yE1HTl4sWcckiuiwl9jnR5AtOe3zkxfE2V4CgUBgGgW1z8/jQ2tMKm9T930zOXm5iJ4fgUAgEAiKKkW050cEPwKBQCAQFFUK8aRlUxCrvQQCgUAgEBQpRM+PoMAx11yd5Et/m0XHrlxbs+gIBAJBoaeIDnsVuZ4ff39/hgwZku19X19f5syZ81LrFAgEAoHglVBE9/kpcsGPwHz069uDC+f2k5RwiQORm2jSuJ7RfRsbJV6eNpT2saNcGQfs7FQ56qz74wc6tm9I+XJOlCltT0lvW2xtsy5jTqzVSkp42VKmtD1jv/6CSxcijdpkb6fC28sG31L2ufb1omeTW8yhIycvlqojJy9y05GTF0vWyTci+BEUJtLT07Pc/PD5YzAKis6dOzA7ZBLB0+ZRp14Ae/YcZOOfy/HxKWHIo1QoSE3VE3dPmyudkaPG4+jozNKlS9HpHUh5nI63pw3W1vn/mN68HUu1Vl2yva9QgLeXDbp0PQ0atiIwcBw//PA9zZu3M7SpXDkfUlLSibmdwo2byS/0lZtnkxvMoSMnL5aqIycvctORkxdL1jEFSUo36SqsFLl9fvz9/alatSoAy5cvR6VS0b9/fyZPnoxCocDX15chQ4YwZMgQrl69SpkyZTh69Cg1a9YE4OHDhzg7O7Nz5078/f0BOHPmDCNGjODff//F3t6et956i9DQUNzc3HJVJ2QELYGBgfzyyy88fPiQqlWrMn36dEMdS5cuZciQISxfvpxRo0Zx/vx5Lly4QPPmzfniiy+4ePEia9eupVOnTly/fp0qVaqwYMECQ7vv3btHiRIl2LRpEy1atMjVs8ppn599e/7kyNFTDBz0dA+fkyci2LBhM+MCp2XKX66MAzF3UkhONv5leZGOT0lbkh7pePAwzTDnZ+3mnYSv2sDNmFhKeLnTrVMbPuoYkKXPm7djefuTgZzctsqQ9uycn2KOVrg4a7ga/cjgJTBwAk7F1Fy7npxtm571ZeqzyQ5z6MjJi6XqyMmL3HTk5KWw6xTUPj8p/y41qbxt055m8fGyKZI9P8uWLcPKyooDBw4wb948QkNDWbx4cb60YmJiaNasGTVr1uTw4cNs3ryZO3fu0KWLcW/Di+r87LPP2Lt3LytXruTEiRN07tyZt99+mwsXLhjyJCcnExwczOLFizl9+jQeHh4AzJw5k6pVqxIVFcX48eP54osvWLFihdEp7b/88gslSpSgefOnp6XnF7VaTe3a1dm6bZdR+tatu2jYoI5ZdRRKBenPxEu//7WN+eErGfzZR6xfEspXn3dlwdLfWP9PRL7aYqPJOCfsWS/JKelYWSmxslJk26bnfeWlTbnBHDpy8mKpOnLyIjcdOXmxZB2TKaLDXkVytZePjw+hoaEoFAoqVqzIyZMnCQ0NpXfv3nnWWrhwIbVr1+bbb781pC1ZsgQfHx/Onz9PhQoVXljnpUuX+PXXX7lx4wYlSmR0d44YMYLNmzcTHh5u0E5LS+N///sfNWrUMPLQokULRowYYdS+QYMGsX79ekMQFh4eTs+ePbM8ryuvuLm5YGVlReydOKP02Ng4PL08zKZT3EmNUqHg0aOnJ8j/sHwNI/p2p9Wb9QF4zduDS9dusHrjNjq+5Z/ntqisFOjSJCMv6ekZnaEqlSLLNmXlK7dtyi3m0JGTF0vVkZMXuenIyYsl65hMEV3tVSSDnwYNGhgFAQ0bNiQkJIT0rP6UfwFRUVHs3LkTBweHTPcuXbpkCH5yqvPIkSNIkmTI+wStVourq6vhtbW1NdWrV89UT506xn8laDQaPvnkE5YsWUKXLl04duwYx48fZ926ddm2Q6vVGvUUAUiSlGOw9PyIqUKhyJSWG7LS2RWxE+fi1ty+85h0fcb9+w8TuH33HhNDvmfS7B8M+dPT9TjYPz0JvlOvYdy6c9dIs9473Q0/+5S05frNpwejPlv7i9rkYG+VyVdu22SuZ5NXHTl5sVQdOXmRm46cvFiyTr4pxL03plAkg5/colRmjAo++0FMSzOe46HX62nfvj3Tp0/PVN7b2ztX9ej1elQqFVFRUahUxquIng2qbG1tswxG7O3tM6V98cUX1KxZkxs3brBkyRJatmxJ6dLZHy4aHBxMUFCQUZpC6YBCVSxT3ri4++h0Ojy93I3S3d1diX0u6MiJ7HQePrzLurXLuRP7mJTHTwNS/f//hTJxWF+qVypvVObJewXwv2/HoNNllLsTd5/Ph0/i9x9mGu5XbdHL8HO6TsJKpTDyolJlPOP0dMmoTfb2Vri7aTL5yk2bzPVs8qIjJy+WqiMnL3LTkZMXS9YxmSLa81Mk5/xERkZmel2+fPlMgYe7e8aHMiYmxpB27Ngxozy1a9fm9OnT+Pr64ufnZ3Q9G5TkVGetWrVIT08nNjY2k4aXl1e+2litWjXq1KlDWFgYK1as4PPPP88x/5gxY4iPjze6FErHLPOmpaVx5MgJWrVsapTeqlVT9kcezrXHrHQc7K2I2LmFN99sRXKKcYDh5lwcDzcXbsTcoVRJL6PrNe+n3cQlPN0N6SU8MyadP5tXp3sazD7WpmNjozLyYmerQqfTo9NJhjY52Fvh4abhzt3HmXy9rGeTVx05ebFUHTl5kZuOnLxYso4gfxTJnp/r168zbNgw+vbty5EjR5g/fz4hISGZ8tna2tKgQQOmTZuGr68vcXFxBAYGGuX58ssvCQsLo2vXrowcORI3NzcuXrzIypUrCQsLMwRUOdVZoUIFunXrxqeffkpISAi1atUiLi6OHTt2UK1aNdq2zd+OxF988QUDBw7Ezs6Od999N8e8Go0GjUZjlJbTkFfo3DCWhc8lKuo4kQei6N3rE0r5lOSHRT8/Ux7U6qfxtdpKibW1hD5dQpcu4eJszVdDhrIrYitRUcfZt28Pkj6RoUOHMeXb7ww9MJJe4skI04BPOzPtu3Ac7OxoUq8mqak6Tp+/RELSI3p88E5eHxFJSTqci1vj4a5h/oLF/Lh4Dteu/ceuiIMMHvwRpXxKsnz5r3i4a4i7p0Wr1WfpK6/PJjeYQ0dOXixVR05e5KYjJy+WrGMSYtir6PDpp5+SkpJCvXr1UKlUDBo0iD59+mSZd8mSJXz++efUqVOHihUrMmPGDN566y3D/RIlSrB3715Gjx5NQEAAWq2W0qVL8/bbbxsNxbyozvDwcKZMmcLw4cO5efMmrq6uNGzYMN+BD0DXrl0ZMmQIH3/8MTY2NvnWyYrVqzfg6uJM4LiheHt7cOr0Odp36E509NPlmBqNipLetobXbq4ZwVVCYhp347SoVApu3rjJsOGTCBw3lHHj7nD48GGmT5+GWgW+peyN8gO837YlNhoNS1dtYHbYcmxtNJQvU4ru77XLVzv0EsTcfoybm4bI/duYMmUqA/p/SdCkSYY2xT+MxdZWhbubDc92UD/rK6/PJjeYQ0dOXixVR05e5KYjJy+WrGMSRXTYq8jt81OUuH79Or6+vhw6dIjatWvnuXxO+/y8CsTZXgKBoKhSYPv8bJpnUnnbNoPN5OTlUiR7fiydtLQ0YmJi+Prrr2nQoEG+Ah+BQCAQCCwVEfxYIHv37qV58+ZUqFCB33///VXbEQgEAoFcKaJzforkai9Lx9/fH0mSOHfuHNWqVXvVdgQCgUAgVyS9aVce+ffff2nfvj0lSpRAoVBk2n9OkiQmTZpEiRIlsLW1xd/fn9OnTxvl0Wq1DBo0CDc3N+zt7enQoQM3btzIkw8R/AgEAoFAUFR5ycdbPHr0iBo1ahidPfksM2bMYPbs2SxYsIBDhw7h5eVF69atSUxMNOQZMmQIa9euZeXKlezZs4ekpCTeeeedPG1ULCY8C7JFbhOezUV8UCuz6DhN3GYWHYFAIHgRBTbhef0Mk8rbdhyV77IKhcJwIDdk9PqUKFGCIUOGMHr0aCCjl8fT05Pp06fTt29f4uPjcXd35+eff+bDDz8E4NatW/j4+PD3338TEJD1IdfPI3p+XgJXr15FoVBk2iBRIBAIBAJBBleuXOH27dtG28loNBqaNWvGvn37gIwjpdLS0jJtOVO1alVDntwggh9BvunXtwcXzu0nKeESByI30aRxvVemk2cNhRJ10/ex7T8LuxFh2PabibpxR+CZjR3timHd7gtsB87BbsQiNB8OR+Hs+dLaZC4dOXmxVB05eZGbjpy8WLJOvjFx2Eur1ZKQkGB0PX9OZG65ffs2AJ6exv/Penp6Gu7dvn0ba2trnJ2ds82TG0TwU4hJTU3NlJaeno7+Jcze79y5A7NDJhE8bR516gWwZ89BNv65HB+fEi9dJz8a6obtUNdqTuo/P5MSNobUnb+hrt8GqzpPh8RsPvgKZXEPtGvmkrJkAlL8PWy6jgK1dYG3yVw6cvJiqTpy8iI3HTl5sWQdkzBxwnNwcDBOTk5GV3BwsEmWnj9d4EWHbOc2j1EdYs6P+dDr9cycOZOwsDCuX7+Op6cnffv2pVu3bpQpU4Y1a9Ywf/58Dhw4QPny5fn+++9p2LChofy+ffv4+uuvOXToEG5ubrz77rsEBwcbzgjz9fXliy++4OLFi4Zx0ubNmzNkyBCWL1/OqFGjOH/+PNu3b6dVq1Zcv37d6Gyw4cOHc+jQIf79999ctSenOT/79vzJkaOnGDhojCHt5IkINmzYzLjAabl+ZubQyatGfFArNJ2HIj2KJ/XvJYZ0zbsDQZeK9s9FKFw8ses7g+SwsUhx/z/WrlBg99UCUneuQnd8V7ZzfgrzsxE64hmbU0dOXgq7ToHN+fl9iknlle1HZurpyeq4pKx4fs7P5cuXKVeuHEeOHKFWrVqGfB07dqR48eIsW7aMHTt20LJlS+7fv2/U+1OjRg06deqU6YDubH3nKpcgV4wZM4bp06czfvx4zpw5w4oVK4y678aNG8eIESM4duwYFSpUoGvXruh0OgBOnjxJQEAA7733HidOnOC3335jz549DBw40KiOmTNnUrVqVaKiohg/fjwAycnJBAcHs3jxYk6fPk2dOnUoW7YsP//89HwYnU7H8uXL+eyzz0xup1qtpnbt6mzdtssofevWXTRsUOel6uRXQ3/9PKrSVVC4ZLw/Sg8fVD4V0F06kZFBpc74V5f2tJAkIaXrUL5WnuywhGcjdMQzFs+m8OiYjInDXhqNhmLFihlduQl8sqJMmTJ4eXmxdetWQ1pqaiq7du2iUaNGALzxxhuo1WqjPDExMZw6dcqQJzeITQ7NRGJiInPnzmXBggX06NEDgHLlytGkSROuXr0KwIgRI2jXLuMMqqCgIF5//XUuXrxIpUqVmDlzJh9//DFDhgwBoHz58sybN49mzZqxcOFCw9lcLVq0YMSIEYZ69+zZQ1paGv/73/+oUaOGIb1Xr16Eh4czcuRIAP766y+Sk5Pp0qWLyW11c3PBysqK2DtxRumxsXF4enlkU6pgdPKrkRb5F2jssO0zLeOXWKkkbdca0s9EAiDdi0H/8C7W/p3Rbg6HVC3qem+jdCiO3qF4gbbJXDpy8mKpOnLyIjcdOXmxZJ3CRlJSEhcvXjS8vnLlCseOHcPFxYVSpUoxZMgQvv32W8qXL0/58uX59ttvsbOz4+OPPwbAycmJXr16MXz4cFxdXXFxcWHEiBFUq1aNVq1yv5JXBD9m4uzZs2i1Wlq2bJltnurVqxt+9vb2BiA2NpZKlSoRFRXFxYsX+eWXXwx5JElCr9dz5coVKleuDECdOpn/IrC2tjbSBujZsyeBgYFERkbSoEEDlixZQpcuXQxDaM+j1WozdV2+aAz1+RFThUKRKS03mEMnrxqqyvWxqtoQ7frv0cfdROVZCutW3ZCSHqA7uRf06WjXLsC67efYD12IpE8n/eppdJeOv7Q2mUtHTl4sVUdOXuSmIycvlqyTb17yzJfDhw/TvHlzw+thw4YB0KNHD5YuXcqoUaNISUlhwIABPHjwgPr16/PPP//g6OhoKBMaGoqVlRVdunQhJSWFli1bsnTpUlQqVa59iODHTNja2r4wj1qtNvz8JKh4MjlZr9fTt29fBg/OfEhcqVKlDD9nFbzY2tpmClI8PDxo37494eHhlC1blr///puIiIhsvQUHB2caK1UoHVCoimXKGxd3H51Oh6eXu1G6u7srsXfuZltHQejkV8O6xYek7f+L9LMHANDdvYGimBvqhu9kBD+A/vZVHi+ZABpbUFpBSiI2PSagj7lSoG0yl46cvFiqjpy8yE1HTl4sWcdkXvLxFk9OIMgOhULBpEmTmDRpUrZ5bGxsmD9/PvPnz8+3DzHnx0yUL18eW1tbtm/fnq/ytWvX5vTp0/j5+WW6rK1zXl2UHV988QUrV67khx9+oFy5cjRu3DjbvGPGjCE+Pt7oUigds8yblpbGkSMnaNWyqVF6q1ZN2R95ONf+zKGTXw2FWpP5Lx5JD4osfiW0KZCSiMLZE6VXGdIvHDW7n4LQkZMXS9WRkxe56cjJiyXrmMxL3uFZLoieHzNhY2PD6NGjGTVqFNbW1jRu3Ji7d+9y+vTpHIfCnjB69GgaNGjAl19+Se/evbG3t+fs2bNs3bo139FtQEAATk5OTJkyhW+++SbHvFnNzs9pyCt0bhjLwucSFXWcyANR9O71CaV8SvLDop+zLVNQOvnR0F04irpRe6SEe+jjbqL0LI26XgBpx3cb8qgq1UVKTkRKuIfS/TWsW3Uj/XwU6VdOFXibzKUjJy+WqiMnL3LTkZMXS9YxiXycz2UJiODHjIwfPx4rKysmTJjArVu38Pb2pl+/frkqW716dXbt2sW4ceN48803kSSJcuXKGbbvzg9KpZKePXvy7bff8umnn+ZbJytWr96Aq4szgeOG4u3twanT52jfoTvR0XlbjmkOnfxopG5djnXT97AO+BSFXTGkpIekHY0gbc86Qx6FQ3GsW3ZFYe+ElPQQ3am9pO1Z/1LaZC4dOXmxVB05eZGbjpy8WLKOIO+IfX4snN69e3Pnzh02bNiQ57LibK+cEWd7CQSCl0WB7fPz05gXZ8oB209N29DwVSF6fiyU+Ph4Dh06xC+//ML69S/urRAIBAJBEaSI9n+I4MdC6dixIwcPHqRv3760bt36VdsRCAQCgRwpxJOWTUEEPxZKTsvaBQKBQCAARPAjEBQVzDVX59HhJS/O9ALs63xuBicCgUAgyAsi+BEIBAKBoKhSRJe6i00OiwAKhYJ169aZXbdf3x5cOLefpIRLHIjcRJPG9V6ZTm40bGyUeHnaUNrHjnJlHLCzy7wV+rM6mzet4PUqJfApaUdZX3tcXfK32WResVYrKeFlS5nS9oz9+gsuXYg0ape9nQpvLxt8S9lTprQ9Jb1tsbXNflt3Ob1PlqojJy9y05GTF0vWyS+SXjLpKqyI4EeQLzp37sDskEkET5tHnXoB7NlzkI1/LsfHp8RL18mthlKhIDVVT9w9ba509u8/TKeO7VCq7EhNNc9fRzdj71G9c+YjTJ6gUIC3lw26dD0NGrYiMHAcP/zwPc2btzO0q1w5H1JS0om5ncKNm8mkPE7H29MGa+vMv85yep8sVUdOXuSmIycvlqxjEkV0h2exz88L0Ov1zJw5k7CwMK5fv46npyd9+/Zl3LhxnDx5kq+++or9+/djZ2fH+++/z+zZs3FwcDCUX7JkCSEhIVy8eBEXFxfef/99FixYAEB0dDSDBg1i+/btKJVK3n77bebPn4+npycAkyZNYt26dQwfPpzx48fz4MED2rRpQ1hYmOGQN19fX4YMGWI4DR6gZs2adOrUiUmTJuHr68u1a9cM90qXLm04Zf5F5LTPz749f3Lk6CkGDnq6R8TJExFs2LCZcYHTcqVvLp38aJQr40DMnRSSk9NzpfPdgrloU9O5dz/VcO/JnJ91OyMJX7+dm7H3KOHuwsdtm/FRwJtZ1nsz9h5tvgzixOp5QOY5P8UcrXBx1nA1+pHBT2DgBJyKqbl2PTnbdvmUtCXpkY4HD9NMfjZZIXQKhxe56cjJS2HXKah9fpIXDjKpvF3//J+v9SoRPT8vYMyYMUyfPp3x48dz5swZVqxYgaenJ8nJybz99ts4Oztz6NAhVq9ezbZt2xg4cKCh7MKFC/nyyy/p06cPJ0+eZMOGDfj5+QEZJ/l26tSJ+/fvs2vXLrZu3cqlS5cy7eh86dIl1q1bx8aNG9m4cSO7du1i2rTc/3IdOnQIgPDwcGJiYgyvTUGtVlO7dnW2bttllL516y4aNsh86nxB6rxqL79v28f8XzcyqOs7rAsdx+CP2/Pdyr9YH3Eg13U/i41GxePH6UZ+klPSsbJSYmWlyNaPQqkgPd047VU/m6KgIycvctORkxdL1hHkDzHhOQcSExOZO3cuCxYsoEePHgCUK1eOJk2aEBYWRkpKCj/99JPhpPUFCxbQvn17pk+fjqenJ1OmTGH48OF89dVXBs26desCsG3bNk6cOMGVK1fw8fEB4Oeff+b111/n0KFDhnx6vZ6lS5caenq6d+/O9u3bmTp1aq7a4O6ecWJw8eLF8fLyMsNTATc3F6ysrIi9E2eUHhsbh6eXx0vVedVeFv2+heGfvkur+jUAeM3Tlcs3bvP71r109K+f6/qfoLJSoEuTjPykp2d0zqpUiiz9FHdSo1QoePRIZ5Y2PY/QKRxe5KYjJy+WrGMyhXjejimI4CcHzp49i1arzfJg0rNnz1KjRg1D4APQuHFj9Ho9586dQ6FQcOvWrWwPNT179iw+Pj6GwAegSpUqFC9enLNnzxqCH19fX0PgA+Dt7U1sbKy5mmhAq9Wi1RrPhZEkKcfDTZ8fMVUoFJnScoM5dF6Fl/vxidy+94BJC1cQ9P2vhvR0vR4HO1vD63eHfsutu/cz9P8/rf4nIwAoU9oenU7P9ZspTz3kwY+DvRXOxa25fecx6dn8Jyan98lSdeTkRW46cvJiyTr5phDP2zEFEfzkgK2tbbb3cgoMFApFjmVzKv98ulqtzqStf+bDqlQqM/2ipKUZz/vIDcHBwQQFBRnXpXRAoSqWKW9c3H10Oh2eXu5G6e7ursTeuZvrOs2h8yq9PHnuE/t9RDU/X6N7SuXTEeXvxvZDp8sYk4q9/5DPJ81n9czRAFR792ujcuk6CSuVwsiPSpXxeUhPl4z82Ntb4e6m4U7sY1IePzfmlc82ZYXQKRxe5KYjJy+WrGMyRTT4EXN+cqB8+fLY2tqyffv2TPeqVKnCsWPHePTokSFt7969KJVKKlSogKOjI76+vlmWfVI+Ojqa69evG9LOnDlDfHw8lStXzrVHd3d3YmJiDK8TEhK4cuWKUR61Wk368xNCnmPMmDHEx8cbXQqlY5Z509LSOHLkBK1aNjVKb9WqKfsjD+fauzl0XqUX1+LF8HBx4sade5Tydje6XvN0NeQr4e5iSPd2dwEwvNbpJHS6p8HrY206NjYqIz92tip0Oj06nWTw42BvhYebhjt3H5OckvV7K6f3yVJ15ORFbjpy8mLJOiYjSaZdhRTR85MDNjY2jB49mlGjRmFtbU3jxo25e/cup0+fplu3bkycOJEePXowadIk7t69y6BBg+jevbvRaq1+/frh4eFBmzZtSExMZO/evQwaNIhWrVpRvXp1unXrxpw5c9DpdAwYMIBmzZpRp07uJ7u1aNGCpUuX0r59e5ydnRk/fjwqlfGeL0+CsMaNG6PRaHB2ds6ko9Fo0Gg0Rmk5DXmFzg1jWfhcoqKOE3kgit69PqGUT0l+WPRzrr2bSye3GgoFqNVP4321lRJrawl9uoQuXWLEyK+pV7c6PXt8aNBJSU7ih0VLUSgz5txYW2f0tKWlZfzS9+/ShulL1mBva0OTWlVITdNx5nI0CUnJfNq+RZ6eBUBSkg7n4tZ4uGuYv2AxPy6ew7Vr/7Er4iCDB39EKZ+SLF/+Kx7uGuLuadFq9YaeIUkvZRq+l9P7ZKk6cvIiNx05ebFkHUHeEcHPCxg/fjxWVlZMmDCBW7du4e3tTb9+/bCzs2PLli189dVX1K1b12ip+xN69OjB48ePCQ0NZcSIEbi5ufHBBx8ATzceHDRoEE2bNjVa6p4XxowZw+XLl3nnnXdwcnJi8uTJmXp+QkJCGDZsGGFhYZQsWTLXS91zYvXqDbi6OBM4bije3h6cOn2O9h26Ex2dt+WY5tDJrYZGo6Kk99PhSDfXjGAvITGNu3FaLly4SKr2EStXrjTofNy1M2oVqFUqbDQqHB3UpKXpib6RDMD7LRthY23Nsg3bCV2+HluNhvKlvPmknX+ensMT9BLE3H6Mm5uGyP3bmDJlKgP6f0nQpEmGdsU/jMXWVoW7mw3Pdpg/aUd+ns2LEDqFw4vcdOTkxZJ1TKKIDnuJfX4E2ZLTPj8CcbaXQCB4eRTYPj+zvjCpvN2IxWZy8nIRPT8CgUAgEBRViujZXiL4EQgEAoGgqFJE9/kRq70EAoFAIBAUKUTPj0CQT8wxXydxeV8zOAHHT34wi45AIChaSEV0wrPo+TGRnj170qlTp1dtA3i6gkwgEAgEglyhl0y7CikWHfxERESgUCh4+PDhq7ZikfTr24ML5/aTlHCJA5GbaNK43ivTkZOX/Og80qYx4+/DtJm1lvpBK/l00RZO3bhnuH8vKYXxf+yn9Yw/aPDNSgYs28G1ewmyblNR0pGTF7npyMmLJevkG0lv2lVIsejgx5zk58gIS6Zz5w7MDplE8LR51KkXwJ49B9n453J8fEq8dB05ecmvTtC6SCIv3mbKB41YPbAdDf286bd0O3cSkpEkiaEr/uXm/URCP27Gyv5t8S5uT7/w7aSk6rLVfNVtKio6cvIiNx05ebFkHZMQPT+vBr1ez/Tp0/Hz80Oj0VCqVCnDieVZ9dwcO3YMhUJh2Kjv2rVrht2N7e3tef311/n777+5evUqzZs3B8DZ2RmFQkHPnj0B2Lx5M02aNKF48eK4urryzjvvcOnSJUMdV69eRaFQsGrVKvz9/bGxsWH58uWkp6czbNgwQ7lRo0a98AC6e/fu0bVrV1577TXs7OyoVq0av/76q1Eef39/Bg4cyMCBAw3agYGBRtq+vr5MnjyZjz/+GAcHB0qUKPHCDRFv3rzJhx9+iLOzM66urnTs2NEsGxwCDP2qN0vCV7Ik/Ff+++8iw0dM5PqNW/Tr++lL15GTl/zoPE7Tsf3MdYYE1OINX09KuTrSv0V1Sjg7sPrgeaLvJXLiehxj29ej6muu+LoXY2z7uiSn6th04qos21SUdOTkRW46cvJiyTqCvPPKg58xY8Ywffp0xo8fz5kzZ1ixYoXheIjc8OWXX6LVavn33385efIk06dPx8HBAR8fH9asWQPAuXPniImJYe7cuQA8evSIYcOGcejQIbZv345SqeTdd981OjAUYPTo0QwePJizZ88SEBBASEgIS5Ys4ccff2TPnj3cv3+ftWvX5ujv8ePHvPHGG2zcuJFTp07Rp08funfvzoEDB4zyLVu2DCsrKw4cOMC8efMIDQ1l8WLjzaNmzpxJ9erVOXLkCGPGjGHo0KFs3bo1y3qTk5Np3rw5Dg4O/Pvvv+zZswcHBwfefvttUlNTc/18s0KtVlO7dnW2bttllL516y4aNsj90Rzm0JGTl/zqpOsl0vUSGivjY0ls1CqOXrtL6v8fiqpRP72vUipRq5Qcjc7+AERLeDZy15GTF7npyMmLJeuYjF5v2lVIeaWrvRITE5k7dy4LFiygR48eAJQrV44mTZrkWiM6Opr333+fatWqAVC2bFnDPReXjEMkPTw8KF68uCH9/fffN9L48ccf8fDw4MyZM1StWtWQPmTIEN577z3D6zlz5jBmzBhD+e+//54tW7bk6K9kyZKMGDHC8HrQoEFs3ryZ1atXU79+fUO6j48PoaGhKBQKKlasyMmTJwkNDaV3796GPI0bN+brrzNOAa9QoQJ79+4lNDSU1q1bZ6p35cqVKJVKFi9ebDijKzw8nOLFixMREcFbb72Vo++ccHNzwcrKitg7cUbpsbFxeHp5vFQdOXnJr469Rk11HzcWRZykjHsxXB1s2HziGidvxFHKxRFfdye8i9sz759jjO9YD1u1FT/v+4+4pMfEJabIsk1FRUdOXuSmIycvlqxjMoV46MoUXmnPz9mzZ9FqtbRs2TLfGoMHD2bKlCk0btyYiRMncuLEiReWuXTpEh9//DFly5alWLFilClTBsgIpJ7l2QNG4+PjiYmJoWHDhoY0KyurFx5Cmp6eztSpU6levTqurq44ODjwzz//ZKqrQYMGRgeJNmzYkAsXLhidxv5s3U9enz17Nst6o6KiuHjxIo6Ojjg4OODg4ICLiwuPHz82GuJ7glarJSEhweh60ZDe8/cVCsULyxSUjpy85Edn6geNAHhr5lrqBa1kReQ52lTzRaVUoFYpCfnoTa7dS6Tpt7/TYPJvHL5yh8blS6DM4fDZV92moqQjJy9y05GTF0vWyTdFdMLzK+35sbW1zfG+UpkRmz37QXh+4vEXX3xBQEAAf/31F//88w/BwcGEhIQwaNCgbHXbt2+Pj48PYWFhlChRAr1eT9WqVTMNB9nb2+e1SZkICQkhNDSUOXPmUK1aNezt7RkyZIjJQ09PyO7kdb1ezxtvvMEvv/yS6Z67u3umtODgYIKCgoy1lQ4oVMUy5Y2Lu49Op8PTy1jH3d2V2DvZD8MUhI6cvJii4+PiyI+9WpOSqiNJm4a7oy2jfttNCWcHAKqUdGXVl21JfJxKWroeF3sbPvlhM1VKuMi2TUVBR05e5KYjJy+WrGMyoufn5VO+fHlsbW3Zvn17lveffEnHxMQY0o4dO5Ypn4+PD/369eOPP/5g+PDhhIWFAWBtbQ1g1Hty7949zp49S2BgIC1btqRy5co8ePDghV6dnJzw9vYmMjLSkKbT6YiKisqx3O7du+nYsSOffPIJNWrUoGzZsly4cCFTvmd1n7wuX748KpUqxzyVKlXKst7atWtz4cIFPDw88PPzM7qcnJwy5R8zZgzx8fFGl0LpmKV2WloaR46coFXLpkbprVo1ZX/k4awfRAHpyMmLOXRsra1wd7QlIUXLvosx+Fd6zei+o401LvY2XLuXwJmb9/Gv7CP7Nlmyjpy8yE1HTl4sWUeQP15pz4+NjQ2jR49m1KhRWFtb07hxY+7evcvp06fp1asXfn5++Pj4MGnSJKZMmcKFCxcICQkx0hgyZAht2rShQoUKPHjwgB07dlC5cmUASpcujUKhYOPGjbRt2xZbW1vDyqdFixbh7e1NdHS0YR7Ni/jqq6+YNm0a5cuXp3LlysyePfuFewj5+fmxZs0a9u3bh7OzM7Nnz+b27dsGj0+4fv06w4YNo2/fvhw5coT58+dnauvevXuZMWMGnTp1YuvWraxevZq//vory3q7devGzJkz6dixI9988w2vvfYa0dHR/PHHH4wcOZLXXjP+UtVoNGg0GqO07HqVAELnhrEsfC5RUceJPBBF716fUMqnJD8s+jnH51EQOnLykl+dfRduIQG+bsWIvpdI6Jaj+LoVo2PtcgD8c+oazvY2eDvZceHOQ2b8HUXzyq/RyM9btm0qKjpy8iI3HTl5sWQdUyiqOzy/8uMtxo8fj5WVFRMmTODWrVt4e3vTr18/IGM2/K+//kr//v2pUaMGdevWZcqUKXTu3NlQPj09nS+//JIbN25QrFgx3n77bUJDQ4GMycZBQUF8/fXXfPbZZ3z66acsXbqUlStXMnjwYKpWrUrFihWZN28e/v7+L/Q6fPhwYmJi6NmzJ0qlks8//5x3332X+Pj4HNt35coVAgICsLOzo0+fPnTq1ClTmU8//ZSUlBTq1auHSqVi0KBB9OnTJ1P9UVFRBAUF4ejoSEhICAEBAVnWa2dnx7///svo0aN57733SExMpGTJkrRs2ZJixTIPZeWV1as34OriTOC4oXh7e3Dq9Dnad+hOdPTNl64jJy/51Ul8nMb8rce4k5CMk601LV8vxcBWNVCrMjpn4xJTCNl0hHuPHuPuYMM7NcvSx79qtnpyaFNR0ZGTF7npyMmLJeuYRBEd9lJIL3VmlSAr/P39qVmzJnPmzMk2j6+vL0OGDGHIkCEvzZeVdcmXVldRRZztJRAIcoMutWACoqSR75pU3mFmztu9yJVX3vMjEAgEAoHgFVGIV2yZwivf5FAgEAgEAoHgZSJ6fmRARETEC/OY61gKgUAgEAgMFNE5PyL4EQheIeaaq5MY1t0sOo69X94qE4FA8OqRimjwYxHDXv7+/i91InBBcPv2bVq3bo29vb3RURz5YdKkSdSsWdMsvgQCgUBgwYhT3QWvktDQUGJiYjh27Bjnz583SWvEiBFGG0f27NmTTp06megwM/369uDCuf0kJVziQOQmmjSu98p05OTlVeo80qYxY+sJ2izYTP0Z6/l02S5O3TLexPNyXAJfrd5Pk5A/aTTrT7ovjSAmPlm2bSoMOnLyIjcdOXmxZJ18U0QPNi0SwY+5jpIoSC5dusQbb7xB+fLl8fDI+lC754/2yA4HBwdcXV3NaS8TnTt3YHbIJIKnzaNOvQD27DnIxj+X4+NT4qXryMnLq9YJ+vsokVdimdKhDqu/aEnDMh70+3UPd/7/ANTrD5L47Od/8XV1ZHG3N1nVqwW9m1TKdKK8nNokdx05eZGbjpy8WLKOIB9IhYykpCSpe/fukr29veTl5SXNmjVLatasmfTVV18Z8pQuXVqaPHmy1KNHD6lYsWLSp59+KkmSJI0aNUoqX768ZGtrK5UpU0YKDAyUUlNTjfQnT54subu7Sw4ODlKvXr2k0aNHSzVq1DDcT09Pl4KCgqSSJUtK1tbWUo0aNaRNmzYZ7l+5ckUCpDVr1kj+/v6Sra2tVL16dWnfvn3Ztql06dISYLh69OghSZIkAdLChQulDh06SHZ2dtKECROk8PBwycnJyaj82rVrpWffyokTJxo8T5w40UgbkHbu3JmrZ61Sl8j2OnAgSlr4/TKjtDNnz0vTps/LsVxB6MjJy6vSSV46WrofNkKqXLGitDmwh5S8dLTheqdJXWlGz/ZS8tLR0qCOzaWh77U0uv/sJac2FRYdOXmRm46cvBR2nYIiof/bJl15IS0tTRo3bpzk6+sr2djYSGXKlJGCgoKk9PR0Qx69Xi9NnDhR8vb2lmxsbKRmzZpJp06dMnezpULX8zNy5Eh27tzJ2rVr+eeff4iIiMjyfK2ZM2dStWpVoqKiGD9+PACOjo4sXbqUM2fOMHfuXMLCwgy7QQP88ssvTJ06lenTpxMVFUWpUqVYuHChke7cuXMJCQlh1qxZnDhxgoCAADp06JDpvK5x48YxYsQIjh07RoUKFejatSs6nS7LNh06dIi3336bLl26EBMTw9y5cw33Jk6cSMeOHTl58iSff/55np/XiBEj6NKlC2+//TYxMTHExMTQqFGjPOs8i1qtpnbt6mzdtssofevWXTRskPMp9+bWkZOXV62TrteTLkloVMa/1jZqJUdv3EMvSey+dIfSLg70/3Uvzef8xSdLI9hx7pZs2yR3HTl5kZuOnLxYso7JvMQ5P9OnT+f7779nwYIFnD17lhkzZjBz5kzmz59vyDNjxgxmz57NggULOHToEF5eXrRu3ZrExESzNrtQrfZKSkrixx9/5KeffqJ169YALFu2LNM5VQAtWrRgxIgRRmmBgYGGn319fRk+fDi//fYbo0aNAmD+/Pn06tWLzz77DIAJEybwzz//kJSUZCg3a9YsRo8ezUcffQRkvJk7d+5kzpw5fPfdd4Z8I0aMoF27dgAEBQXx+uuvc/HixSwPInV3d0ej0WBra4uXl5fRvY8//jhfQc8THBwcsLW1RavVZtLOL25uLlhZWRF7J84oPTY2Dk+vrIfsCkpHTl5etY69Rk31ki4s2nuOMm6OuNrbsPnMdU7efEApFwfuP9KSnKpjyf7zfNmsCl+1eJ19l+4wfM0Bwrq9SZ3SbrJrk9x15ORFbjpy8mLJOqYivcRDHvbv30/Hjh0N342+vr78+uuvHD582OBlzpw5jBs3jvfeew/I+I739PRkxYoV9O1rnh3xoZDN+bl06RKpqak0bNjQkObi4kLFihUz5a1TJ3Pk/Pvvv9OkSRO8vLxwcHBg/PjxREdHG+6fO3eOevWMJ5s9+zohIYFbt27RuHFjozyNGzfm7NmzRmnVq1c3/OztnXH4ZGxsbG6a+cJ2FARarZaEhASj60W/FM/fVygU+fpFMoeOnLy8Sp2pHd4ASeKt+ZupN309Kw5dps3rPqgUCvT/X86/vDfd6/lRybM4nzeqSNPyXvx+9Ips21QYdOTkRW46cvJiyTr55iX2/DRp0oTt27cbFvUcP36cPXv20LZtWwCuXLnC7du3eeuttwxlNBoNzZo1Y9++feZrM4Ws5ycvHwh7e3uj15GRkXz00UcEBQUREBCAk5MTK1euzHRy+vMnmWdVZ1Z5nk9Tq9WZ8uvzMTP++XYolcpMnnI7ETongoODCQoKMkpTKB1QqDIfghoXdx+dToenl7tRuru7K7F37ua6TnPoyMmLHHR8nB34sXtTUlJ1JKXqcHewYdTag5QoboeznQYrpYJybo5GZcq4OnL0xj3ZtknOOnLyIjcdOXmxZJ1XjVarRavVGqVpNBo0Gk2mvKNHjyY+Pp5KlSqhUqlIT09n6tSpdO3aFcjY8gXA09PTqJynpyfXrl0zq+9C1fPj5+eHWq0mMjLSkPbgwYNcLQ3fu3cvpUuXZty4cdSpU4fy5ctnepgVK1bk4MGDRmlPuuMAihUrRokSJdizZ49Rnn379lG5cuX8NCnPuLu7k5iYyKNHjwxpx44dy7GMtbU16enpOeYZM2YM8fHxRpdC6Zhl3rS0NI4cOUGrlk2N0lu1asr+yMNZlikoHTl5kZOOrbUV7g42JKSksu9yLP4VvFGrlFTxdubq/SSjvNfuJ+FdzE72bZKjjpy8yE1HTl4sWcdkTOz5CQ4OxsnJyegKDg7OsqrffvuN5cuXs2LFCo4cOcKyZcuYNWsWy5YtM8qXmw4GUylUPT8ODg706tWLkSNH4urqiqenJ+PGjUOpfHEM5+fnR3R0NCtXrqRu3br89ddfrF271ijPoEGD6N27N3Xq1KFRo0b89ttvnDhxgrJlyxryjBw5kokTJ1KuXDlq1qxJeHg4x44d45dffjF7e7Oifv362NnZMXbsWAYNGsTBgwdZunRpjmV8fX3ZsmUL586dw9XVFScnJ6OeKcg6Us/pwxY6N4xl4XOJijpO5IEoevf6hFI+JflhUd52CDaHjpy8vGqdfZfvIEng6+pA9INHhG4/ha+rAx2rlwagZ4PyjFp7kNo+rtQt7c6+y3f498JtFn/SRLZtkruOnLzITUdOXixZxxRM3eF5zJgxDBs2zCgtq14fyPj+/Prrrw1zZqtVq8a1a9cIDg6mR48ehnmpt2/fNkwXgYwpI8/3BplKoQp+IGMVV1JSEh06dMDR0ZHhw4cTHx//wnIdO3Zk6NChDBw4EK1WS7t27Rg/fjyTJk0y5OnWrRuXL19mxIgRPH78mC5dutCzZ0+j3qDBgweTkJDA8OHDiY2NpUqVKmzYsIHy5csXRHMz4eLiwvLlyxk5ciSLFi2iVatWTJo0iT59+mRbpnfv3kRERFCnTh2SkpLYuXMn/v7+JvlYvXoDri7OBI4bire3B6dOn6N9h+5ER9986Tpy8vKqdRIfpzE/4gx3ElNwslHTslJJBjargvr/V4C1qFiCwDY1+XHfeWZsPUFpF0dmvV+PWj5ZT3aWQ5vkriMnL3LTkZMXS9YxCRODn+yGuLIiOTk5U2eFSqUyTAkpU6YMXl5ebN26lVq1agEZ+/Tt2rWL6dOnm+TzeRTSS51ZVfho3bo1Xl5e/Pxz0TvzyMq65Ku2IMgl4mwvgcCy0aUWTEAU36OlSeWdlm1/cab/p2fPnmzbto0ffviB119/naNHj9KnTx8+//xzQ3Azffp0goODCQ8Pp3z58nz77bdERERw7tw5HB2znoqRHwpdz09BkpyczPfff09AQAAqlYpff/2Vbdu2sXXr1ldtTSAQCAQC8/MST6iYP38+48ePZ8CAAcTGxlKiRAn69u3LhAkTDHlGjRpFSkoKAwYM4MGDB9SvX59//vnHrIEPiJ4fI1JSUmjfvj1HjhxBq9VSsWJFAgMDDfsNFDVEz0/hQfT8CASWTUH1/Dzs1sKk8sV/2WEmJy8X0fPzDLa2tmzbtu1V2xAIBAKB4OVQiE9mNwUR/AgEFoC5emySz683i45dhY5m0REIBAVM4T2Y3SQK1T4/AoFAIBAIBKYigh9BvunXtwcXzu0nKeESByI30aRxvRcXKiAdOXl5mTo2Nkq8PG0o7WNHuTIO2NmpctSYP28SlSt64lvKnjKl7SnpbYutbeYy5sZaraSEly1lStsz9usvuHQh0qhN9nYqvL1s8uRLTu+VnLzITUdOXixZJ79Iesmkq7Aigh8ZkZqa+qot5JrOnTswO2QSwdPmUadeAHv2HGTjn8vx8Snx0nXk5OVl6ygVClJT9cTd0+ZKY8f2nfTr1wu95MCNm8mkPE7H29MGa+v8/1dw8/ZdqgV0y/a+QgHeXjbo0vU0aNiKwMBx/PDD9zRv3s7QpnLlfEhJSSfmdkqufMnpvZKTF7npyMmLJeuYhN7Eq5AiVnsVIImJifTr149169ZRrFgxRo0axfr166lZsyZz5szB19eXL774gosXL7J27Vo6derEsmXLGD16NGvXruXGjRt4eXnRrVs3JkyYYNiVedKkSaxbt47+/fszZcoU7t27R7t27QgLC6N48eKG+sPDw5kxYwZXrlzB19eXwYMHM2DAgFz7z2m11749f3Lk6CkGDhpjSDt5IoINGzYzLnBaruswh46cvLxKnXJlHIi5k0JycnqeNHxK2pL0SMeDh2mGOT9rt+wifPVGbt6+SwlPN7p1CuCj9q2z9Hnz9l3e7jGEk1ue7nL+7JyfYo5WuDhruBr9yOAnMHACTsXUXLuenG2bnvVl6rPJDvH5K1gdOXkp7DoFtdrr/rvNTCrvsnaXmZy8XETPTwEybNgw9u7dy4YNG9i6dSu7d+/myJEjRnlmzpxJ1apViYqKYvz48QA4OjqydOlSzpw5w9y5cwkLCyM0NNSo3MWLF1m1ahV//vknmzdv5tixY3z55ZeG+2FhYYwbN46pU6dy9uxZvv32W8aPH5/pDJX8oFarqV27Olu3GX/ot27dRcMGuT+F3hw6cvIiN53caiiUCp49+u33v3cwf+kqBvfswvrFM/jqsw9ZsOx31m/9N9f+n8VGo+Lx43QjP8kp6VhZKbGyUmTbpud95bVdL0J8/gpWR05eLFnHZIpoz49Y7VVAJCYmsmzZMlasWEHLlhk7aIaHh1OihHF3ZosWLRgxYoRRWmBgoOFnX19fhg8fzm+//caoUaMM6Y8fP2bZsmW89tprQMbmUe3atSMkJAQvLy8mT55MSEiIYY+iMmXKcObMGX744Qd69OhhUtvc3FywsrIi9k6cUXpsbByeXh4vVUdOXuSmkxuN4k5qlAoFjx7pDPd/WLGOEX260apJXQBe8/LgUvQNVv+1g46tjQ9hzA0qKwW6NMnIT3p6RoezSqXIsk1Z+cpLu3KD+PwVrI6cvFiyjiB/iOCngLh8+TJpaWnUq/d08pqTkxMVK1Y0ylenTuYI//fff2fOnDlcvHiRpKQkdDodxYoVM8pTqlQpQ+AD0LBhQ/R6PefOnUOlUnH9+nV69epF7969DXl0Oh1OTk5Z+tVqtWi1xvNGXnSS7vMjpgqFIlNabjCHjpy8yE0nOw0Heyuci1tz+85j0v9/4uL9hwncvnuPiaFhTJqz2FAmPV2Pg72t4XWn3qO4Ffv//2n/v3y9jp8b7vuUtOX6zZSnHvLQpqx85aVdeUV8/gpWR05eLFknv0iFuPfGFETwU0A8+fA+Hzw8/6G2t7c3eh0ZGclHH31EUFAQAQEBODk5sXLlSkJCQnKs70k9CoXCcEhcWFgY9evXN8qnUmW9giY4OJigoCBjTaUDClWxTHnj4u6j0+nw9HI3Snd3dyX2zt0cfZpbR05e5KaTk8ZfGzfi7qbhTuxjUh4/HVvS///nc+KQL6hesZxROaXq6Sj5/6aMRKfLKHfn3gM+HzmF3//3reF+1db9DD+n6ySsVAojPypVxuc1PV0yapO9vVWWvsz9bMylIycvctORkxdL1jGZIhr8iDk/BUS5cuVQq9VGJ8InJCRw4cKFHMvt3buX0qVLM27cOOrUqUP58uW5du1apnzR0dHcunXL8Hr//v0olUoqVKiAp6cnJUuW5PLly/j5+RldZcqUybLeMWPGEB8fb3QplFmfpZKWlsaRIydo1dJ4CKRVq6bsjzycY/vMrSMnL3LTyU5DYy3x44+LuHP3MckpxgGGm7MTHm7O3IiJpVRJL6PrtWe64kt4uhvSS3hknAj/bF6d7mmQ/1ibjo2NysiPna0KnU6PTicZ2uRgb4WHmyZLX+Z+NubSkZMXuenIyYsl65iKpDftKqyInp8CwtHRkR49ejBy5EhcXFzw8PBg4sSJKJXKHIeS/Pz8iI6OZuXKldStW5e//vqLtWvXZspnY2NDjx49mDVrFgkJCQwePJguXbrg5eUFZKwIGzx4MMWKFaNNmzZotVoOHz7MgwcPGDZsWCY9jUaDRqMxSsvJZ+jcMJaFzyUq6jiRB6Lo3esTSvmU5IdFedtp2Bw6cvLysnUUClCrn/4No7ZSYm0toU+X0KVLjBj5NfXqVqdnjw+JPBCFf9M3mDt3DqlparRavaEHRtJLhl3uB3zyPtMW/oSDnS1N6tYgNS2N0+evkJD0iB7vt81TGwCSknQ4F7fGw13D/AWL+XHxHK5d+49dEQcZPPgjSvmUZPnyX/Fw1xB3T5utr7w+m9wgPn8FqyMnL5asYxKFOIAxBRH8FCCzZ8+mX79+vPPOO4al7tevX8fGxibbMh07dmTo0KEMHDgQrVZLu3btGD9+PJMmTTLK5+fnx3vvvUfbtm25f/8+bdu25X//+5/h/hdffIGdnR0zZ85k1KhR2NvbU61aNYYMGWKWtq1evQFXF2cCxw3F29uDU6fP0b5Dd6Kj87Yc0xw6cvLysnU0GhUlvZ/OxXFzzQhgExLTuBun5cKFi6RqH7Fy5Uq8vT348MOPSE/XoVLq8C31dMj1SX6A99s0x0ZjzdLf/2L2j79iq9FQvowP3d99O0/+n6CXIOb2Y9zcNETu38aUKVMZ0P9LgiZNMrQp/mEstrYq3N1seHYQ4FlfeX02uUF8/gpWR05eLFlHkHfEPj8vkUePHlGyZElCQkLo1atXvnWe7PNz7Ngx85nLAnGqe9FDnO0lEMiTgtrn525r0/b5cd9aOPf5ET0/BcjRo0f577//qFevHvHx8XzzzTdARu+OQCAQCASvmsI8b8cURPBTwMyaNYtz585hbW3NG2+8we7du3Fzc3vVtgQCgUAgKLLBjxj2EmSLGPYqeohhL4FAnhTUsNcdf3+TyntGRJjFx8tG9PwIBAID5gpaHg42fXv+4vNe3nJfgUBQtBDBj0AgEAgERZSiOuwlNjkU5Jt+fXtw4dx+khIucSByE00a13txoQLSkZMXuem8Mi9KJdZvd8Nu7CLsg1dhN+YH1K0/zNicKAs07/fHYdZ61G+2Lxg/BagjJy9y05GTF0vWyS+SXmHSVVgRwY8gX3Tu3IHZIZMInjaPOvUC2LPnIBv/XI6PT4kXFzazjpy8yE3nVXpRN38fdcO30a79geQZA9H+tQzrZu+ibtwuU17V6/VRlqqAPv6e7NslZy9y05GTF0vWMYWiusOzmPBsZhITE+nXrx/r1q0zbGy4fv16atasyZw5c1AoFKxdu5ZOnToZyhQvXpw5c+bQs2dPAEaPHs3atWu5ceMGXl5edOvWjQkTJqBWqzl37hyVKlXi7NmzVKpUyaAxe/Zs5s2bx5UrV9Dr9fTp04cdO3Zw+/ZtSpUqxYABA/jqq6/y1JacJjzv2/MnR46eYuCgMYa0kyci2LBhM+MCp+W6DnPoyMmL3HRelZeHg+tg83kgUuJDtKsXGNJtPh2NlKZF++scQ5qimAu2g2fyOGwSNr3Gk7b7T9J2/5njnB/xjAuHjpy8FHadgprwfLNhC5PKl9y/w0xOXi6i58fMDBs2jL1797Jhwwa2bt3K7t27OXLkSJ40HB0dWbp0KWfOnGHu3LmEhYURGhoKQMWKFXnjjTf45ZdfjMqsWLGCjz/+2HCw6WuvvcaqVas4c+YMEyZMYOzYsaxatcosbVSr1dSuXZ2t24w3t9q6dRcNG+R+oqs5dOTkRW46r9pL+pWzqMpXR+GW8Ves0tsXZZkqpJ+NeppJoUDz8VDSItaiv3O9QP0UhI6cvMhNR05eLFlHkD/EhGczkpiYyLJly1ixYgUtW7YEIDw8nBIl8taFGRgYaPjZ19eX4cOH89tvvzFq1CgAunXrxoIFC5g8eTIA58+fJyoqip9++gnI+KV69oT2MmXKsG/fPlatWkWXLl1MaiOAm5sLVlZWxN6JM0qPjY3D85nDL1+Gjpy8yE3nVXtJ27kGhY0ddqO+y+gfVyhJ3bwc3bHdhjzq5u9BejppezYWuJ+C0JGTF7npyMmLJeuYSmEeujIFEfyYkcuXL5OWlka9ek8nrDk5OVGxYsU86fz+++/MmTOHixcvkpSUhE6no1ixYob7H330ESNHjiQyMpIGDRrwyy+/ULNmTapUqWLI8/3337N48WKuXbtGSkoKqamp1KxZM9s6tVotWq3xGUqSJOV4uOnzI6YKhSJTWm4wh46cvMhN51V5sar5JlZv+KNdMRv97WiUJcqg6dgLKeE+usM7UZYsh7pJe1LmZD5otyD8FKSOnLzITUdOXixZJ78U5knLpiCGvczIkw/s8wHDsx/krD7YaWlphp8jIyP56KOPaNOmDRs3buTo0aOMGzeO1NRUQx5vb2+aN2/OihUrAPj111/55JNPDPdXrVrF0KFD+fzzz/nnn384duwYn332mZHG8wQHB+Pk5GR0SfrELPPGxd1Hp9Ph6eVulO7u7krsnbvZ1lEQOnLyIjedV+3F+p2epO1Yg+7YbvS3r6E7EkHqvxuwbvEBAKqyVVA4OGE3bjH20//AfvofKF08sW7/GXZjF8m2XXL1IjcdOXmxZB1TkSTTrsKKCH7MSLly5VCr1Rw8eNCQlpCQwIULFwyv3d3diYmJMby+cOECycnJhtd79+6ldOnSjBs3jjp16lC+fHmuXbuWqa5u3brx22+/sX//fi5dusRHH31kuLd7924aNWrEgAEDqFWrFn5+fly6dClH72PGjCE+Pt7oUigds8yblpbGkSMnaNWyqVF6q1ZN2R+Z+43pzKEjJy9y03nVXhRqa6Tn+9QlvWGpe1pUBCmzvyIldIjh0sffIy1iHSlhQVkoyqNdcvUiNx05ebFkHVMpqkvdxbCXGXF0dKRHjx6MHDkSFxcXPDw8mDhxIkql0tAb1KJFCxYsWECDBg3Q6/WMHj0atVpt0PDz8yM6OpqVK1dSt25d/vrrL9auXZuprvfee4/+/fvTv39/mjdvTsmSJY00fvrpJ7Zs2UKZMmX4+eefOXToEGXKlMnWu0ajQaPRGKXlNOQVOjeMZeFziYo6TuSBKHr3+oRSPiX5YdHPuX5e5tKRkxe56bxKL7ozh7Bu2Rnp4V30t6+jLFkW66YdSTu0LSNDciL65Od6F9N1SIkPkO7mvLJFPOPCoSMnL5asI8g7IvgxM7Nnz6Zfv3688847hqXu169fx8bGBoCQkBA+++wzmjZtSokSJZg7dy5RUU9Xv3Ts2JGhQ4cycOBAtFot7dq1Y/z48UyaNMmonmLFitG+fXtWr17NkiVLjO7169ePY8eO8eGHH6JQKOjatSsDBgxg06ZNZmvn6tUbcHVxJnDcULy9PTh1+hztO3QnOjpvyzHNoSMnL3LTeZVetOvCsA74GM17/VA4OCHF3yctcgupW3/LU93m8lNQOnLyIjcdOXmxZB1TKMy9N6Yg9vkpYB49ekTJkiUJCQmhV69er9pOnhAHmwryizjbSyAwLwW1z8+VGq1NKl/m+FYzOXm5iJ4fM3P06FH+++8/6tWrR3x8PN988w2Q0aMjEAgEAoGcKKo9PyL4KQBmzZrFuXPnsLa25o033mD37t24ubm9alsCgUAgEBghSSL4EZiBWrVqGc3hEQgEAoFAIC/yHfz8999/7Nq1i7i4OHr16oWXlxe3bt3C2dkZW1tbc3oUCASFDHPM10kM624GJ+DYW6ycEQiyo6ju8JznfX7S09Pp1asXr7/+Ov3792fChAncunULgL59+xIcHGx2k0UJf39/hgwZkuW9nj17Gh2ImheWLl1K8eLF8+1LIBAIBJaHXlKYdBVW8hz8TJ06lRUrVjBz5kxOnTpltFtxmzZt2Lx5s1kNCp4yd+5cli5dmq+yH374IefPnzern359e3Dh3H6SEi5xIHITTRrXe3GhAtKRkxe56cjJS350HmnTmLH1BG0WbKb+jPV8umwXp249MMpzOS6Br1bvp0nInzSa9Sfdl0YQE5+cjaL521XYn3FB6sjJiyXr5BdJUph0FVbyHPwsXbqU8ePHM2zYsExnVpUpU4YrV66YzZzAGCcnp3z33tja2uLhYb7D8jp37sDskEkET5tHnXoB7NlzkI1/LsfHJ2+HuJpDR05e5KYjJy/51Qn6+yiRV2KZ0qEOq79oScMyHvT7dQ93ElMAuP4gic9+/hdfV0cWd3uTVb1a0LtJJTRWqpfSLkt4xgWlIycvlqxjCkV1h+c87/Oj0WjYvHkzzZs3Jz09HbVazeHDh6lduzY7d+6kTZs2PH78uKD8Wjz+/v7UrFmTOXPmALB582Y+/PBD5s+fz44dO3j48CHr1q3jzz//pHv37ty/fx+lUsmxY8eoVasWI0aMYObMmUDGMGRCQgK//vorS5cuZciQITx8+DDXXnLa52ffnj85cvQUAweNMaSdPBHBhg2bGRc4Ldd1mENHTl7kpiMnL3nVSQzrzuO0dBrP+pPQzg1o6udluNdl8Q6a+nkx0L8Ko9cexEqlZGqHrPcWymnOT1F/xgWtIycvhV2noPb5+a9CW5PKVzr/t5mcvFzy3PPj4eHB5cuXs7x37tw5XnvtNZNNCTJYuXIlXbp04aeffuLTTz81ute0aVMSExM5evQoALt27cLNzY1du3YZ8kRERNCsWTOz+1Kr1dSuXZ2t23YZpW/duouGDXK/uZ05dOTkRW46cvKSX510vZ50SUKjMv6vykat5OiNe+glid2X7lDaxYH+v+6l+Zy/+GRpBDvO3Xop7bKEZ1xQOnLyYsk6piIONs0lbdu2ZerUqdy8+TQKVSgUxMfHM2/ePNq3b29Wg0WV//3vf/Tr14/169dnuUGik5MTNWvWJCIiAsgIdIYOHcrx48dJTEzk9u3bnD9/Hn9/f7N7c3NzwcrKitg7cUbpsbFxeHrlfmjNHDpy8iI3HTl5ya+OvUZN9ZIuLNp7jtjEFNL1En+diubkzQfEJT3m/iMtyak6luw/T6Nynizs2pgWFbwZvuYAh6/FZalpznZZwjMuKB05ebFkHVMpqsNeeV7q/s0337Bp0yaqVKlC8+bNUSgUjB07llOnTqFWqxk/fnxB+CxSrFmzhjt37rBnzx7q1ct+8pu/vz8REREMGzaM3bt3M2XKFNasWcOePXt4+PAhnp6eVKpUKVd1arVatFqtUZokSTkebvr8iKlCociUlhvMoSMnL3LTkZOX/OhM7fAGkzYe4a35m1EpFFTyKk6b13347/ZD9P9fzr+8N93r+QFQybM4x2/e5/ejV6hT+sWbi4pnXLA6cvJiyTr5pTCv2DKFPPf8eHp6cujQIbp27UpUVBQqlYrjx4/Tpk0b9u3bh4uLS0H4LFLUrFkTd3d3wsPDc/wl8Pf3Z/fu3Rw/fhylUkmVKlVo1qwZu3btyvOQV3BwME5OTkaXpE/MMm9c3H10Oh2eXu5G6e7ursTeuZvrOs2hIycvctORkxdTdHycHfixe1P2j2jP5kFv88tn/uj0ekoUt8PZToOVUkE5N0ejMmVcHYlJyHm1l3jGBasjJy+WrGMqYrVXHvD09OT777/n+vXrpKamcuvWLRYtWoSXl9eLCwteSLly5di5cyfr169n0KBB2eZ7Mu9nzpw5NGvWDIVCQbNmzYiIiMhz8DNmzBji4+ONLoXSMcu8aWlpHDlyglYtmxqlt2rVlP2Rud/czhw6cvIiNx05eTGHjq21Fe4ONiSkpLLvciz+FbxRq5RU8Xbm6v0ko7zX7ifhXcyuQP2YS8NSdeTkxZJ1BPlDHG8hUypUqMDOnTvx9/fHysrKsPrrWZ7M+1m+fDlz584FMgKizp07k5aWlqf5PhqNBo1GY5SW05BX6NwwloXPJSrqOJEHoujd6xNK+ZTkh0V5203XHDpy8iI3HTl5ya/Ovst3kCTwdXUg+sEjQrefwtfVgY7VSwPQs0F5Rq09SG0fV+qWdmff5Tv8e+E2iz9p8lLaZQnPuKB05OTFknVM4WVPWr558yajR49m06ZNpKSkUKFCBX788UfeeOON//cjERQUxKJFi3jw4AH169fnu+++4/XXXzerjzwHP59//nmO9xUKBT/++GO+DQmeUrFiRXbs2IG/vz8qVdZ7ljRv3pwjR44YAh1nZ2eqVKnCrVu3qFy5coF5W716A64uzgSOG4q3twenTp+jfYfuREfnbTmmOXTk5EVuOnLykl+dxMdpzI84w53EFJxs1LSsVJKBzaqg/v8VYC0qliCwTU1+3HeeGVtPUNrFkVnv16OWz4vn+4hnXLA6cvJiyTqm8DLn/Dx48IDGjRvTvHlzNm3ahIeHB5cuXTLav27GjBnMnj2bpUuXUqFCBaZMmULr1q05d+4cjo5Zj0bkhzzv8+Pr65upR+DevXskJSVRvHhxihcvnu1SeEHhIqd9fgSCgkac7SUQPKWg9vk5WirzauK8UCt6fa7zfv311+zdu5fdu3dneV+SJEqUKMGQIUMYPXo0kLEYx9PTk+nTp9O3b1+TvD5Lnuf8XL16lStXrhhdCQkJbNu2DQ8PD9avz/2DEAgEAoFA8Op4mfv8bNiwgTp16tC5c2c8PDyoVasWYWFhhvtXrlzh9u3bvPXWW4Y0jUZDs2bN2Ldvn7maDORzwnNWtGjRgoEDB/LVV1+ZS1IgEAgEAoGM0Wq1JCQkGF3Pb5vyhMuXL7Nw4ULKly/Pli1b6NevH4MHD+ann34C4Pbt20DGoqpn8fT0NNwzF2YLfgCqVKnCwYMHzSkpEAgEAoGggDD1VPestkkJDg7Oui69ntq1a/Ptt99Sq1Yt+vbtS+/evVm4cKFRvuen1rxoz7n8YNbVXk+OWBAIBAJTMddcnaRds8yi49BshFl0BAI5YepePWPGjGHYsGFGac+vHH6Ct7c3VapUMUqrXLkya9asATBsl3P79m28vb0NeWJjYzP1BplKvnZ4fh6tVsuJEyfYtGkTI0eONIuxwsTzh5GagkKhYO3atXTq1MlkLYFAIBAIcsLU1V5ZbZOSHY0bN+bcuXNGaefPn6d06YxtK8qUKYOXlxdbt26lVq1aAKSmprJr1y6mT59uks/nyfOw16RJkzJds2fP5uLFi3zzzTdZBkcCy6Rf3x5cOLefpIRLHIjcRJPG2R/FUdA6cvIiNx05ecmtjo2NEi9PG0r72FGujAN2dpm3enhWZ/OmFbxepQQ+Je0o62uPq4t1vrzlFWu1khJetowb05srlyJJSrhs1CZ7OxXeXjb4lrKnTGl7SnrbYmub9bYVz7epsLxXhcmLJevkF8nEKy8MHTqUyMhIvv32Wy5evMiKFStYtGgRX375JZDxx/+QIUP49ttvWbt2LadOnaJnz57Y2dnx8ccfm6G1T8lz8KPX6zNdKSkpnD17lrFjx6JWq81qUCBPOnfuwOyQSQRPm0edegHs2XOQjX8ux8enxEvXkZMXuenIyUtedJQKBampeuLuZT1x8nmd/fsP06ljO5QqO1JT9XnylB037z6gRs9J2d5XKMDby4a27dowbtxYZsyYT6dOnTh08LChTTY2KlJS0om5ncKNm8mkPE7H29MGa+vM//UW1veqsHixZJ3CQt26dVm7di2//vorVatWZfLkycyZM4du3boZ8owaNYohQ4YwYMAA6tSpw82bN/nnn3/MuscP5HGfn5SUFHr16sWAAQNo0uTFu6cWFZ4Me7m4uLB69WpOnjxpdP+NN96gXbt2hl6xJUuWEBISwsWLF3FxceH9999nwYIFQEbkGxYWxl9//cWWLVsoWbIkISEhdOjQwaB35swZRowYwb///ou9vT1vvfUWoaGhhvlWkiQxc+ZMvv/+e2JiYqhQoQLjx4/ngw8+yFO7ctrnZ9+ePzly9BQDB40xpJ08EcGGDZsZFzgt13WYQ0dOXuSmIycv+dUpV8aBmDspJCen50rnuwVz0aamc+9+KmA852fd7qMs/XsvN+8+oIRbcT5uXZ8PW2b9l/bNuw9oO3Iux5dOAjLP+SnmaIWLs4YVK1YavBR3UuNUTM3Gv/7Otk0+JW1JeqTjwcM0k59NVshJR05eCrtOQe3zs8/7fZPKN4pZYyYnL5c89fzY2tqyfv169Hrz/GVlaXz++eecOXOGQ4cOGdJOnDjB0aNH6dmzJwALFy7kyy+/pE+fPpw8eZINGzbg5+dnpBMUFESXLl04ceIEbdu2pVu3bty/fx+AmJgYmjVrRs2aNTl8+DCbN2/mzp07dOnSxVA+MDCQ8PBwFi5cyOnTpxk6dCiffPIJu3btMks71Wo1tWtXZ+s2Y72tW3fRsEGdl6ojJy9y05GTFznorImIYsGa7Qx8vwVrgwcy6IOWfPfHTjbsOZbrup/FRqMiPV1p5CU5JR0rKyXbt/+brReFUkF6unHaq342BaEjJy+WrGMqRfVg0zxPeK5ZsyanTp2iadOmL85cxHjttdcICAggPDycunXrAhAeHk6zZs0oW7YsAFOmTGH48OFG+yE9yfuEnj170rVrVwC+/fZb5s+fz8GDB3n77bdZuHChYangE5YsWYKPjw/nz5+nZMmSzJ49mx07dtCwYUMAypYty549e/jhhx/ydNhpdri5uWBlZUXsnTij9NjYODy9PF6qjpy8yE1HTl7koLNowy6GfxRAqzoZq01ec3fm8q27/B5xmA5Naua6/ieorBQ4ORU38pKentGRfjcuay/FndQoFQoePdKZpU3PIycdOXmxZB1TKapdGXkOfqZNm0b37t15/fXXzfJFamn07t2bzz//nNmzZ6NSqfjll18ICQkBMpbr3bp1i5YtW+aoUb16dcPP9vb2ODo6EhsbC0BUVBQ7d+7EwcEhU7lLly4RHx/P48ePad26tdG91NRUw+z5rNBqtZk2pnrR3grPj5gqFIpMabnBHDpy8iI3HTl5eVU69xMecft+ApOWrCcofIMhPT1dj4OdjeH1u2O/I+bew//Xz0hr0HcqAGVK26PT6bl+M+Wph+y8kNmLg70VzsWtuX3nMen6rH0W5mdcGLxYsk5+kSi8vTemkKvg599//6V27do4ODgwYMAAkpKSaNGiBc7Oznh7ext9QSoUCo4fP15ghuVO+/bt0Wg0rF27Fo1Gg1ar5f33M8ZUbW1tc6Xx/KRxhUJhGGrU6/W0b98+y2V/3t7enDp1CoC//vqLkiWN5+zktBwxODiYoKAg43qVDihUxTLljYu7j06nw9PL3Sjd3d2V2Dt3c2iZ+XXk5EVuOnLy8qp1nnyZTOjZgWrljH8vlMqno//fDeuG7v/HpGIfJNJr2lJWfdMPgOofG8/BSNdJJMQ/NPKiUmX8X+jmZuzF3t4KdzcNd2Ifk/L4uTGvfLYpK+SkIycvlqwjyB+5mvPTvHlzzpw5A4CrqyvVqlWjadOmVKtWDTc3N1xdXQ2Xi4tLgRqWO1ZWVvTo0YPw8HDCw8P56KOPsLOzA8DR0RFfX1+2b9+eb/3atWtz+vRpfH198fPzM7rs7e2pUqUKGo2G6OjoTPd9fHyy1R0zZgzx8fFGl0KZ9ez6tLQ0jhw5QauWxkOfrVo1ZX/k4Vy3xRw6cvIiNx05eXnVOq5ODng4O3Lj7gNKeboaXa+5OxvylXArbkj3dnUCMLzW6SR0uqd/kT/WpqNS6Y282Nmq0On0tGjxpsGLg70VHm4a7tx9THJK5sDnVT+bgtKRkxdL1jEVvWTaVVjJVc/Ps11wERERBeXFYvjiiy+oXLkyAHv37jW6N2nSJPr164eHhwdt2rQhMTGRvXv3MmjQoFxpf/nll4SFhdG1a1dGjhyJm5sbFy9eZOXKlYSFheHo6MiIESMYOnQoer2eJk2akJCQwL59+3BwcKBHjx5Z6ma1UVVOQ16hc8NYFj6XqKjjRB6IonevTyjlU5IfFuVtV15z6MjJi9x05OQlLzoKBajVT/82U1spsbaW0KdL6NIlRoz8mnp1q9Ozx4cGnZTkJH5YtBSFMqMHxtpaafR/V/9O/kz/ZRMOthoaV/cjLS2d01dvkfAohU/fbpSndgAkJelwLm7NkvBw5s0N4dSpk1y8eJpOnT4wtMnB3goPdw1x97RotXpDz5CklzJ9cRTW96qweLFkHVPQi2EvgbkoX748jRo14t69e9SvX9/oXo8ePXj8+DGhoaGMGDECNze3PC1BL1GiBHv37mX06NEEBASg1WopXbo0b7/9tqH7fvLkyXh4eBAcHMzly5cpXrw4tWvXZuzYsWZr4+rVG3B1cSZw3FC8vT04dfoc7Tt0Jzo6b8sxzaEjJy9y05GTl7zoaDQqSno/HSZ2c80IzBMS07gbp+XChYukah+xcuVKg87HXTujVoFapcJGo8LRQU1a2tPpnO81ewMbazVLN+0jdNVWbDVqyr/mSbe3GuSpDU/QSxBz+zF//70JTw9Xxnw9BHd3d6M2lfCyRaFQ4O5mw7ODG0/akZ9n8yLkpCMnL5asYwpFdc5Prvb5USqVHDhwINOqJEHWSJJEpUqV6Nu3b6YzTwoTOe3zIxAUFsTZXgJLoKD2+dnu+aFJ5Vve+c1MTl4uue75ad68udHEwOxQKBTEx8ebZKowExsby88//8zNmzf57LPPXrUdgUAgEAiyRSx1fwH+/v64u7u/OGMRx9PTEzc3NxYtWoSzs/OLCwgEAoFA8IooqsNeuQ5+JkyYQL16L/fAtcLIy9yfQSAQCAQCUxA9PwKBQGCBmGuuTvxY8+xq7/Ttv2bREQjMQVENfvJ8qrtAIBAIBAJBYUYEP4J8069vDy6c209SwiUORG6iSeP8DYuaQ0dOXuSmIycvhV5HqUTdogu2X83FbtwybL+ag7rZexkbE/0/9pN+zfJSN3pHnm0qYB05ebFknfwioTDpKqzkKvjR6/Vivo/AiM6dOzA7ZBLB0+ZRp14Ae/YcZOOfy/HxKfHSdeTkRW46cvJiCTrqxh1Q12lF6t9LSfluOKlbV6Bu9A5W9QIMeZJn9TO6tOu+R5L06M4elGWbClJHTl4sWccU9ArTrsJKrvb5EWSNv78/1apVQ6VSsWzZMqytrZk8eTLdunVj4MCB/P7773h4eLBgwQLatGlDeno6ffr0YceOHdy+fZtSpUoxYMAAoxPee/bsycOHD2nSpAkhISGkpqby0UcfMWfOHMOZXzExMXzxxRfs2LEDLy8vpk6dytixYxkyZAhDhgwBIDo6mkGDBrF9+3aUSiVvv/028+fPx9PTM9fty2mfn317/uTI0VMMHDTGkHbyRAQbNmxmXOC0bMsVhI6cvMhNR05eCrtO/NimaD4eiZQUT+qGRYZ0TZchkJaKdu3/sqxD89EwFNa2PP4p44DU7Ob8FOZnUxi8FHadgtrnZ73XxyaV73h7hZmcvFzEsJeJLFu2DDc3Nw4ePMigQYPo378/nTt3plGjRhw5coSAgAC6d+9OcnIyer2e1157jVWrVnHmzBkmTJjA2LFjWbVqlZHmzp07uXTpEjt37mTZsmUsXbqUpUuXGu5/+umn3Lp1i4iICNasWcOiRYsMp75DxoqzTp06cf/+fXbt2sXWrVu5dOkSH35o2mZWT1Cr1dSuXZ2t23YZpW/duouGDeq8VB05eZGbjpy8WIqOPvocqrJVUbh6AaD0LIWqVCV0F45lXYm9E6rytUg7utPsXuSuIycvlqxjKpKJV2FFrPYykRo1ahAYGAhkHA46bdo03Nzc6N27N5CxRcDChQs5ceIEDRo0MDo5vUyZMuzbt49Vq1bRpUsXQ7qzszMLFixApVJRqVIl2rVrx/bt2+nduzf//fcf27Zt49ChQ9Spk/ELsnjxYsqXL28ov23bNk6cOMGVK1cMh5n+/PPPvP766xw6dMjknbrd3FywsrIi9k6cUXpsbByeXh4vVUdOXuSmIycvlqKTtmcDaOywHRgCej0olaRtX0X6qX1Z5lfXbAqpj0k/e0i2bSooHTl5sWQdQf4QwY+JVK9e3fCzSqUynHr/hCfDTE96Zr7//nsWL17MtWvXSElJITU1lZo1axppvv7666hUKsNrb29vTp48CcC5c+ewsrKidu3ahvt+fn5GGyqePXsWHx8fo1Pcq1SpQvHixTl79myWwY9Wq0WrNT5rSJKkHA83fX7EVKFQ5GufI3PoyMmL3HTk5KWw66iqNsSqehO0axagj72Byqs01m9/ipT4AN3xzMNZVrWaoTuxF3RpZvdSWHTk5MWSdfKLWOouyBdP5uE8QaFQGKU9CR70ej2rVq1i6NChfP755/zzzz8cO3aMzz77jNTU1Bdq6vUZH9HsfimeTc8uaMkpmAkODsbJycnokvSJWeaNi7uPTqfD08t4x293d1di79zNskxB6cjJi9x05OTFUnSsW3cjbc960k/tR4q9ju7EHtIiN6F+s0OmvMpSFVG6lUR3ZIes21RQOnLyYsk6pqJXKEy6Cisi+HmJ7N69m0aNGjFgwABq1aqFn58fly5dypNGpUqV0Ol0HD161JB28eJFHj58aHhdpUoVoqOjuX79uiHtzJkzxMfHU7ly5Sx1x4wZQ3x8vNGlUDpmmTctLY0jR07QqqXxpm+tWjVlf+ThXLfFHDpy8iI3HTl5sRQdhdoanv8DRK8HReb/Sq1qNyf91mX0d6ILxIvcdeTkxZJ1TEXM+REUOH5+fvz0009s2bKFMmXK8PPPP3Po0CHKlCmTa41KlSrRqlUr+vTpw8KFC1Gr1QwfPhxbW1tDr06rVq2oXr063bp1Y86cOeh0OgYMGECzZs0M84SeR6PRoNFojNJyGvIKnRvGsvC5REUdJ/JAFL17fUIpn5L8sOjnXLfFXDpy8iI3HTl5sQQd3fkjqJt2Qoq/h/7udZRevqgbtiXtaIRxRo0tVlXqk/rPL7JvU0HqyMmLJeuYQlEd9hLBz0ukX79+HDt2jA8//BCFQkHXrl0ZMGAAmzZtypPOTz/9RK9evWjatCleXl4EBwdz+vRpbGxsgIygZd26dQwaNIimTZsaLXU3F6tXb8DVxZnAcUPx9vbg1OlztO/QnejovC3HNIeOnLzITUdOXixBJ/XvpVi36IJ1u89Q2DshJT4gLWo7abvWGOWzqtoQFAp0J/fKvk0FqSMnL5asI8g7Yp8fC+DGjRv4+Piwbds2WrZsaTbdnPb5EQiKGuJsL8GrpKD2+fm1RDeTyne9lfveTTkhen4KITt27CApKYlq1aoRExPDqFGj8PX1pWlT8/znLBAIBIKigb4QH1FhCiL4KYSkpaUxduxYLl++jKOjI40aNeKXX37JtEpMIBAIBIKcKKpDPyL4KYQEBAQQEBDw4owCgUAgEORAYT6fyxRE8CMQCAS5wFxzdeKDWplFx2niNrPoCARFERH8CAQCgUBQRCmqS93FJoeCfNOvbw8unNtPUsIlDkRuoknjeq9MR05e5KYjJy+WqpNnDYUSddP3se0/C7sRYdj2m4m6cUd4dvKpXTGs232B7cA52I1YhObD4SicPV9am8ylIycvlqyTX4rqJoci+HkJSJKETqd71TbMSufOHZgdMongafOoUy+APXsOsvHP5fj4lHjpOnLyIjcdOXmxVJ38aKgbtkNdqzmp//xMStgYUnf+hrp+G6zqPB0Ss/ngK5TFPdCumUvKkglI8few6ToK1NYF3iZz6cjJiyXrmIJeYdpVWBH7/OQTrVbLyJEjWblyJQkJCdSpU4fQ0FDq1q1LREQEzZs3Z/PmzYwbN44TJ06wZcsWSpUqxbBhw4iMjOTRo0dUrlyZ4OBgWrV6+h+er68vffr04eLFi6xevRpnZ2cCAwPp06ePIc++ffsYMGAA//33H1WrViUwMJB3332Xo0ePGg5JPXPmDCNGjODff//F3t6et956i9DQUNzc3HLdxpz2+dm350+OHD3FwEFjDGknT0SwYcNmxgVOy3Ud5tCRkxe56cjJi6Xq5FUjPqgVms5DkR7Fk/r3EkO65t2BoEtF++ciFC6e2PWdQXLYWKS4/9/fRaHA7qsFpO5che74rmzn/BTmZyN0stcpqH1+wl77xKTyvW8sN5OTl4vo+ckno0aNYs2aNSxbtowjR47g5+dHQEAA9+/fN8oTHBzM2bNnqV69OklJSbRt25Zt27Zx9OhRAgICaN++PdHRxmf/hISEUKdOHY4ePcqAAQPo378///33HwCJiYm0b9+eatWqceTIESZPnszo0aONysfExNCsWTNq1qzJ4cOH2bx5M3fu3KFLly5mabtaraZ27eps3bbLKH3r1l00bJD18RkFpSMnL3LTkZMXS9XJr4b++nlUpaugcMkYxlJ6+KDyqYDu0omMDKr/37bi2dPgJQkpXYfytfIF2iZz6cjJiyXrCPKHmPCcDx49esTChQtZunQpbdq0ASAsLIytW7fy448/UrduXQC++eYbWrdubSjn6upKjRo1DK+nTJnC2rVr2bBhAwMHDjSkt23blgEDBgAwevRoQkNDiYiIoFKlSvzyyy8oFArCwsKwsbGhSpUq3Lx5k969exvKL1y4kNq1a/Ptt98a0pYsWYKPjw/nz5+nQoUKJrXfzc0FKysrYu/EGaXHxsbh6eXxUnXk5EVuOnLyYqk6+dVIi/wLNHbY9pmWcTCqUknarjWkn4kEQLoXg/7hXaz9O6PdHA6pWtT13kbpUBy9Q/ECbZO5dOTkxZJ1TKWoTngWwU8+uHTpEmlpaTRu3NiQplarqVevHmfPnjUEP88fIvro0SOCgoLYuHEjt27dQqfTkZKSkqnnp3r16oafFQoFXl5exMbGAnDu3DmqV69uOMcLoF494wlyUVFR7Ny5EwcHhyy9ZxX8aLVatFqtUZokSTkebvr8iKlCociUlhvMoSMnL3LTkZMXS9XJq4aqcn2sqjZEu/579HE3UXmWwrpVN6SkBxnngenT0a5dgHXbz7EfuhBJn0761dPoLh1/aW0yl46cvFiyTn6RCvG8HVMQwU8+ePLBfD4weD5YsLe3N7o/cuRItmzZwqxZs/Dz88PW1pYPPviA1NRUo3zP79SsUCjQ6/VZ1vGsnyfo9Xrat2/P9OnTM3n39vbOsk3BwcEEBQUZ16t0QKEqlilvXNx9dDodnl7uRunu7q7E3rmbpX5WmENHTl7kpiMnL5aqk18N6xYfkrb/L9LPHgBAd/cGimJuqBu+YzgMVX/7Ko+XTACNLSitICURmx4T0MdcKdA2mUtHTl4sWcdUimrPj5jzkw/8/PywtrZmz549hrS0tDQOHz5M5cqVsy23e/duevbsybvvvku1atXw8vLi6tWreaq7UqVKnDhxwqiX5vDhw0Z5ateuzenTp/H19cXPz8/oej4ge8KYMWOIj483uhRKxyzzpqWlceTICVq1ND5LrFWrpuyPPJxlmYLSkZMXuenIyYul6uRXQ6HWwPN/3Ut6UGTxX7I2BVISUTh7ovQqQ/qFo2b3UxA6cvJiyTqmojfxKqyInp98YG9vT//+/Rk5ciQuLi6UKlWKGTNmkJycTK9evTh+POuuaT8/P/744w/at2+PQqFg/Pjxhh6d3PLxxx8zbtw4+vTpw9dff010dDSzZs0CnvZEffnll4SFhdG1a1dGjhyJm5sbFy9eZOXKlYSFhaFSqTLpajQaNBqNUVpOQ16hc8NYFj6XqKjjRB6IonevTyjlU5IfFv2cp/aYQ0dOXuSmIycvlqqTHw3dhaOoG7VHSriHPu4mSs/SqOsFkHZ8tyGPqlJdpOREpIR7KN1fw7pVN9LPR5F+5VSBt8lcOnLyYsk6grwjgp98Mm3aNPR6Pd27dycxMZE6deqwZcsWnJ2dsy0TGhrK559/TqNGjXBzc2P06NEkJCTkqd5ixYrx559/0r9/f2rWrEm1atWYMGECH3/8sWEeUIkSJdi7dy+jR48mICAArVZL6dKlefvtt1EqzdPZt3r1BlxdnAkcNxRvbw9OnT5H+w7diY7O23JMc+jIyYvcdOTkxVJ18qORunU51k3fwzrgUxR2xZCSHpJ2NIK0PesMeRQOxbFu2RWFvRNS0kN0p/aStmf9S2mTuXTk5MWSdUyhqO51I/b5sQB++eUXPvvsM+Lj47G1tTWbbk77/AgEgvwhzvYS5IeC2udnbinT9vn5Krpw7vMjen4KIT/99BNly5alZMmSHD9+nNGjR9OlSxezBj4CgUAgsHwK87wdUxDBTyHk9u3bTJgwgdu3b+Pt7U3nzp2ZOnXqq7YlEAgEgkKGCH4EhYZRo0YxatSoV21DIBAIBIJCiQh+BAKB4CVirrk6iWHdTdZw7C1WFRV1XuWk3+DgYMaOHctXX33FnDlzMvxIEkFBQSxatIgHDx5Qv359vvvuO15//XWz1i32+REIBAKBoIjyqk51P3ToEIsWLTI60QBgxowZzJ49mwULFnDo0CG8vLxo3bo1iYmJJrbUGBH8CPJNv749uHBuP0kJlzgQuYkmjeu9uFAB6cjJi9x05OTFUnVelZdH2jRmbD1BmwWbqT9jPZ8u28WpWw+M8lyOS+Cr1ftpEvInjWb9SfelEcTEJ7+0dsnpfbJknfzyKjY5TEpKolu3boSFhRltDyNJEnPmzGHcuHG89957VK1alWXLlpGcnMyKFSvyWVvWiOBHkC86d+7A7JBJBE+bR516AezZc5CNfy7Hx6fES9eRkxe56cjJi6XqvEovQX8fJfJKLFM61GH1Fy1pWMaDfr/u4U5iCgDXHyTx2c//4uvqyOJub7KqVwt6N6mExirzRqcF0S45vU+WrGMKkolXfvjyyy9p164drVoZb/tw5coVbt++zVtvvWVI02g0NGvWjH379uWztqwR+/zkAX9/f6pWrQrA8uXLUalU9O/fn8mTJ6NQKFi+fDlz5szh3Llz2Nvb06JFC+bMmYOHR8YJvRERETRv3pyNGzcyduxYzp07R40aNVi8eDHVqlUD4N69ewwcOJDdu3dz//59ypUrx9ixY+natSuQscx96NCh3Lp1y2hH5vfffx97e3t++uknLl26xLBhw4iMjOTRo0dUrlyZ4ODgTB+0F5HTPj/79vzJkaOnGDhojCHt5IkINmzYzLjAabmuwxw6cvIiNx05ebFUnVfl5e7/PqbxrD8J7dyApn5ehvQui3fQ1M+Lgf5VGL32IFYqJVM71MlUHnKe81OYn40l6hTUPj/BpU3b52fY+R8zHYqd1YkBT1i5ciVTp07l0KFD2NjY4O/vT82aNZkzZw779u2jcePG3Lx5kxIlngaAffr04dq1a2zZssUkr88ien7yyLJly7CysuLAgQPMmzeP0NBQFi9eDEBqaiqTJ0/m+PHjrFu3jitXrtCzZ89MGiNHjmTW/7F35nEx7f8ff03TvmjfpVSkSKnsLlmzfMly7Vv2NWR3iexZUllul5BwLdd27REqCkWFIkqW6EbK3j4zn98f/TqMmepMM+qU87yP87jmM+e8zuvMTGfe81ne782bcefOHRgYGKBfv34oKSkBABQWFsLZ2Rnnzp1DcnIyJk+ejNGjRyM2trQA4uDBg8Hn83HmzBlKLycnB+fOncO4ceMAlHYp9u7dG1euXEFiYiLc3NzQt29fkerxVUVBQQFOTs0RfiVKqD08PApt24i/yf4sHSZ5YZoOk7zUVZ2a9MIXCMAnBEpc4du4soIcEl/nQkAIbqS/hbmOOqYdjkHngPMYtS8S1578Vy3XxaT3qS7rSIsARKpt/fr10NTUFNrWr18v9lyvXr3C7NmzcfDgQaoigTgqKxouC9jgR0LMzMzg7+8PGxsbjBw5Ep6envD39wcAjB8/Hr169YKlpSXatGmDrVu34uLFi/j69auQxooVK9C9e3fY29sjNDQUb9++xalTpwAApqammD9/PhwdHWFpaQlPT0+4ubnh2LFjAAAVFRWMGDECISEhlN7ff/+N+vXrw9XVFQDg4OCAKVOmwN7eHo0aNcKaNWtgaWkpFDBJg56eDuTl5ZH9NkeoPTs7B4ZGBtWqwyQvTNNhkpe6qlOTXtSUFNDcVAe7Yp4g+0sB+AKC88kZSMr8gJyvhXifV4T8Yh723kpFOytDBA1vjy6NjTHvRCzuvswRqynL62LS+1SXdaRF2jk/4opiL1myRPREAOLj45GdnQ1nZ2fIy8tDXl4eUVFR2Lp1K+Tl5WFoaAigNJfd92RnZ1PPyQp2qbuEtGnTRigCbdu2Lfz8/MDn8/HgwQP4+Pjg3r17eP/+PVW0NCMjA3Z2dkLHlKGjowMbGxukpKQAAPh8Pnx9fXH06FFkZmaiqKgIRUVFQtXYJ02ahJYtWyIzMxOmpqYICQmBh4cH5SsvLw8rV67EuXPn8N9//4HH46GgoKDCnp+y83xPZdH2jyOmHA5HpI0OstBhkhem6TDJS13VqSkva/s5w+dcAnpsCwOXw0ETIy30amqGx28+QvD/x7k2MsboVtYAgCaGWrif+R7HE5/DxVxP5n5+lgar8/OQ9kwVDXH9SNeuXZGUlCTUNm7cODRp0gSLFi2CpaUljIyMEB4ejhYtWgAoHVGJiorChg0bpHQqDBv8yIjCwkL06NEDPXr0wMGDB6Gvr4+MjAy4ubmhuLi40uPLggw/Pz/4+/sjICAA9vb2UFNTw5w5c4Q0WrRoAQcHB+zfvx9ubm5ISkrC2bNnqecXLFiAS5cuYfPmzbC2toaKigp+//33Cn2sX78eK1euFPYkpw4Ot57Ivjk578Hj8WBopC/Urq+vi+y37yq9VlnqMMkL03SY5KWu6tS0FzNtdewZ3REFxTx8LeZBX10ZC0/FwURLFdqqSpCX48BKT0PomIa6Gkh8nfvTr6umX5tfRUdaqjPDs4aGBjVvtgw1NTXo6upS7XPmzMG6devQqFEjNGrUCOvWrYOqqipGjBghUy/ssJeE3L59W+Rxo0aN8PjxY+Tk5MDX1xe//fYbmjRpguzs7Eo1Pnz4gNTUVDRp0gQAcOPGDbi7u2PUqFFwcHCApaUl0tLSRDQmTpyIkJAQ7N27F926dYOZmRn13I0bN+Dh4YEBAwbA3t4eRkZGePHiRYXXJa7rkiOnIXbfkpISJCQ8QLeuHYXau3XriFu371Z4HlnrMMkL03SY5KWu6jDFi4qiPPTVlfG5oBg3n2XDtbExFLhysDPWxov3wsPuL99/hXE91Z/qR1YarM6vx8KFCzFnzhxMnz4dLi4uyMzMxOXLl6GhIf77qKqwPT8S8urVK8ydOxdTpkxBQkICtm3bBj8/PzRo0ACKiorYtm0bpk6diuTkZKxevVqsxqpVq6CrqwtDQ0MsXboUenp66N+/PwDA2toaJ06cwM2bN6GtrY0tW7bgzZs3sLW1FdIYOXIk5s+fj+DgYOzfv1/oOWtra5w8eRJ9+/YFh8OBt7c3NQRXHuK6Lisa8vIPDEZoSCDi4+/jdmw8Jk0YhQZmpti5S7KMsbLQYZIXpukwyUtd1alJLzefvQUhgIWuOjI+5MH/ajIsdNXh3twcAODRphEWnoqDk5kuWprr4+azt7ie9ga7R3Woluti0vtUl3WkQZpEhbIgMjJS6DGHw4GPjw98fHx+6nnZ4EdCxowZg4KCArRq1QpcLheenp6YPHkyOBwO9u3bhz/++ANbt26Fk5MTNm/ejH79+olo+Pr6Yvbs2UhLS4ODgwPOnDkDRUVFAIC3tzeeP38ONzc3qKqqYvLkyejfvz8+ffokpFGvXj0MGjQI58+fpwKnMvz9/TF+/Hi0a9cOenp6WLRoET5//izT1+HYsTPQ1dHGsqVeMDY2QPLDJ+jbbzQyMiRbjikLHSZ5YZoOk7zUVZ2a9PKlsATbIh/h7ZcCaCoroGsTU8zsZAeF/18B1sXGBMt6OWLPzVRsDH8Acx0NbB7UCi3MKp/vU9tfm19JRxoENVrgouZg8/xIwPf5CKpCWZ6fDx8+QEtLS2o/3bt3h62tLbZu3Sq1ljgqyvPDwsJSs7C1vX4tflaen6UW0s2lWftCtpmXqwu256cW8v79e1y+fBnXrl3D9u3ba9oOCwsLC0stpTonPDMJNviphTg5OeHDhw/YsGEDbGxsatoOCwsLCwtLrYINfiTgx4lZkuLq6iqT/A2VrdxiYWFhYWGhw68654cNflhYWFhqIbKYr/P1Kv06VBWh3nWxTHRYqp9fM/Rhgx8WFhYWFpZfll91zg+b5JClykydMhZpT27h6+d0xN6+iA7tW9WYDpO8ME2HSV7qqk51elFWloORoTLMzVRh1VAdqqrcCnXCLh5CUzsTmJmqwtJCDbo6ilXyJimKCnIwMVLB0iWT8Dz9Nr5+fiZ0TWqqXBgbKcOigRoamqvB1FgFKiqi1yLummr6/WaiTlWRtrBpbYUNfn4x6JTaoMPgwf2wxc8H6323wqWVG6Kj43Du7EGYmZlUuw6TvDBNh0le6qpOdXuR43BQXCxATm4RLZ1bt+6iv3sfyHFVUVwsm9/5mTkf4TBxTbnPcziAsZEyevfphaVL/8DGjdvQv39/3Im7S12TsjIXBQV8ZL0pwOvMfBQU8mFsqAxFRdGvJSa930zUYZEcNs9PDeLq6krVMzl48CC4XC6mTZuG1atXg8PhoLi4GMuWLcPff/+Njx8/olmzZtiwYQNVvT03NxczZ87EjRs38P79e1hZWeGPP/7A8OHDRc6hqKiI/fv3o2nTpoiKiqLlr6I8PzejzyIhMRkzPb9V7016EIkzZ8KwdBn9eQSy0GGSF6bpMMlLXdWpSS9WDdWR9bYA+fl8Wjo7tgeiqJiP3PelP4K+n/Pzb/Q97Au7hcycjzDR08KIri0xtLOL2PNm5nxE78XbcX/3MgCic37qachDR1sJhw4dobxoaSpAs54Czp2/UO41mZmq4GseDx8+lkj92oijNuv8rDw/XhbDpDre/8URGTmpXtienxomNDQU8vLyiI2NxdatW+Hv74/du3cDKK12GxMTgyNHjuDBgwcYPHgwevbsSdX6KiwshLOzM86dO4fk5GRMnjwZo0ePRmxsrNhzxMTEYOfOnVJ7VlBQgJNTc4RfEQ6iwsOj0LaN+Jvlz9Jhkhem6TDJS13VYZIXaXROXE/A9lORmDmgM06tngrPAZ2x498onIm5T/vc36OsxAWfLyfkJb+AD3l5OVy9er1cLxw5Dvh84baafm2YriMtAim32go74bmGMTMzg7+/PzgcDmxsbJCUlAR/f3906dIFhw8fxuvXr2FiUtoFOn/+fISFhSEkJATr1q2Dqakp5s+fT2l5enoiLCwMx44dQ+vWral2a2trbNy4UWae9fR0IC8vj+y3OULt2dk5MDQyqFYdJnlhmg6TvNRVHSZ5kUZn17lozBvSDd2cSwss19fXxrOsdzh+PRH92jvQPn8ZXHkONDW1hLzw+aWDDO9yxHvR0lSAHIeDvDyeTK7pR+qqjrSQWjxvRxrY4KeGadOmjVAB0bZt28LPzw93794FIQSNGzcW2r+oqAi6uroAAD6fD19fXxw9ehSZmZkoKipCUVER1NTUhI5xcan8V0TZsd9DCKmwuOmPI6YcDqdKeYxkocMkL0zTYZKXuqrDJC+S6rz/koc37z/DJ/QcVu4/T7Xz+QKoqyhTjwcs/wtZuZ/+X7+0rc2MDQCAhuZq4PEEeJVZ8M1DeV4g6kVdTR7aWop487YQfIF4n7X5Na4OnapSm3tvpIENfhgMl8tFfHw8uFzhFRDq6uoAAD8/P/j7+yMgIAD29vZQU1PDnDlzRCY1/xgMiWP9+vVYuXKlUBtHTh0cbj2RfXNy3oPH48HQSF+oXV9fF9lv39G6NlnpMMkL03SY5KWu6jDJS1V1yP8HG8vH9IF9Q+F5fnJy33787Jg9DDxe6Vdl9scvmLDpAP5ZPgkA0HzMJqHj+DyCz58+Cnnhcku19PSEvaipyUNfTwlvswtRUPjDmFcVr0kcdVWHpWqwc35qmNu3b4s8btSoEVq0aAE+n4/s7GxYW1sLbUZGRgCAGzduwN3dHaNGjYKDgwMsLS2p+UCSsmTJEnz69Elo48hpiN23pKQECQkP0K1rR6H2bt064tbtu7TPKQsdJnlhmg6TvNRVHSZ5qaqOrqY6DLQ18PrdRzQw1BHa6utrU/uZ6GpR7ca6mgBAPebxCHi8b70VhUV8cLkCIS+qKlzweAJ06fIb5UVdTR4Gekp4+64Q+QWigU9Nvza1QUdaftWl7mzPTw3z6tUrzJ07F1OmTEFCQgK2bdsGPz8/NG7cGCNHjsSYMWPg5+eHFi1aICcnB9euXYO9vT169+4Na2trnDhxAjdv3oS2tja2bNmCN2/ewNbWVmIfSkpKUFJSEmqraMjLPzAYoSGBiI+/j9ux8Zg0YRQamJli5y7Jss7KQodJXpimwyQvdVWnur1wOICCwrffrQryclBUJBDwCXh8gvkLFqNVy+bwGDuU0inI/4qdu/aBI1faA6OoKCc0tDKtb0dsOHIJ6ipKaN/MCiU8Ph6++A+f8wsxpkcbia4DAL5+5UFbSxF7Q0KwNdAPyclJePr0Ifr3/526JnU1eRjoKyEntwhFRQKqZ4gICH4c+WLS+81EHWmoveGLdLDBTw0zZswYFBQUoFWrVuByufD09MTkyZMBACEhIVizZg3mzZuHzMxM6Orqom3btujduzcAwNvbG8+fP4ebmxtUVVUxefJk9O/fH58+ffrpvo8dOwNdHW0sW+oFY2MDJD98gr79RiMjQ7LlmLLQYZIXpukwyUtd1aluL0pKXJgaq1CP9XRLf7R8/lKCdzlFSEt7iuKiPBw5coTSGTF8MBS4gAKXC2UlLjTUFVBS8m22x8COLaCspIB9Ybfgf/wqVBQV0Ki+AUZ2q1rCPQEBst4U4sKFizA00MWSxXOgr68vdE0mRirgcDjQ11PG9wM/ZddRldemMuqqjjTU5t4baWDz/NQgrq6ucHR0REBAQE1bEUtFeX5YWFhqP2xtr9rDz8rzM8VisFTH73xxTEZOqhe254eFhYWFheUXhV3txcLCwsLCwvJLweb5Yal2IiMja9oCCwsLC8svDNvzw8LCwsLySyGruTqfAwfKRKfe7JMy0WGhz6/a88Pm+fl/LCwsGDvxuDL27dsHLS2tmrbBwsLCwsJSK2CDn//nzp071BJzFnpMnTIWaU9u4evndMTevogO7au2LFYWOkzywjQdJnmpqzpM8lKTOnnFPGyKfIxee66jzbYrGHs0Fg/ffEu98detpxgQGo2226+gY9A1TDlxF0lZHxl9TbVFp6r8qoVN2eDn/9HX14eqqmpN26g1DB7cD1v8fLDedytcWrkhOjoO584ehJmZSbXrMMkL03SY5KWu6jDJS03rrAp/iNsZuVjj1gz/jG6Htg10MfVkPLK/FgIAzLXVsKizLY6NboeQIa1gUk8F008l4H1+cbmaNX1NtUFHGgSESLXVVn6ZPD+urq5o1qwZAODgwYPgcrmYNm0aVq9eDQ6HAwsLC8yZMwdz5swBUJrdODg4GOfPn8elS5dgamoKPz8/9OvXj9J89OgR5s+fj+vXr0NNTQ09evSAv78/9PT0AABhYWFYs2YNkpOTweVy0bZtWwQGBsLKygoA8OLFCzRs2BCHDx/G1q1bkZCQACsrK+zYsQOurq4ASidFd+7cGefOncMff/yBJ0+ewMHBAbt374a9vT2A0mGvOXPm4OPHj5S3s2fPwsfHBw8fPoSJiQnGjh2LpUuXQl6e/jSvivL83Iw+i4TEZMz0XEK1JT2IxJkzYVi6jH7uEFnoMMkL03SY5KWu6jDJS03pfA4ciEIeHx12XIN/P0f81vBb2sKhB2+ho6UeZrRrJHKOr0U8/BZ0DX8NdEbrBrrlzvmpza+NrHR+Vp6fUebSzdc6+LJ2ztP6pXp+QkNDIS8vj9jYWGzduhX+/v7YvXt3ufuvXLkSQ4YMwYMHD9C7d2+MHDkS79+/BwBkZWWhU6dOcHR0xN27dxEWFoa3b99iyJAh1PF5eXmYO3cu7ty5g6tXr0JOTg4DBgyAQCDcWbhgwQLMmzcPiYmJaNeuHfr164fc3FyRfTZv3ow7d+7AwMAA/fr1Q0lJiVjfly5dwqhRozBr1iw8evQIO3fuxL59+7B27dqqvnRCKCgowMmpOcKvRAm1h4dHoW2byivIy1KHSV6YpsMkL3VVh0lealqHLyDgEwJFrvDXipK8HBIzP4rsX8IX4GTya6gryqOxvvg6glX18ivpSMuvWtvrlwp+zMzM4O/vDxsbG4wcORKenp7w9/cvd38PDw8MHz4c1tbWWLduHfLy8hAXFwcACAoKgpOTE9atW4cmTZqgRYsW2Lt3LyIiIpCamgoAGDRoEAYOHIhGjRrB0dERe/bsQVJSEh49eiR0npkzZ2LQoEGwtbVFUFAQNDU1sWfPHqF9VqxYge7du8Pe3h6hoaF4+/YtTp06Jdb32rVrsXjxYowdOxaWlpbo3r07Vq9ejZ07d0rz8lHo6elAXl4e2W9zhNqzs3NgaGRQrTpM8sI0HSZ5qas6TPJS0zpqivJobqyJ4NhnyP5aCL6A4HzKf0h+8wk5+d/KVVx/9g7tdlxF621XcDDhJf4a6AxtFUVGXlNt0GGpGr9U8NOmTRuhYp1t27ZFWloa+Hzx1YSbN29O/VtNTQ0aGhrIzs4GAMTHxyMiIgLq6urU1qRJEwBAeno69f8RI0bA0tIS9erVQ8OGDQEAGRkZQudp27Yt9W95eXm4uLggJSWl3H10dHRgY2Mjsk8Z8fHxWLVqlZC3SZMmISsrC/n5+WKPKSoqwufPn4W2ykZEf3yew+FUeszP0mGSF6bpMMlLXdVhkpea1FnjZg8CwG33dbTedgWH72WgVxNjyH13321ppo0jI9ti39BWaGehh4UX7uN9flG5mlX18qvpVBUi5X+1FTbPTwUoKCgIPeZwONSQlUAgQN++fbFhwwaR44yNjQEAffv2hZmZGYKDg2FiYgKBQIBmzZqhuLjiyX1l56rqPgKBACtXrsTAgaJjucrKymKPWb9+PVauXCmsL6cODreeyL45Oe/B4/FgaKQv1K6vr4vst+8q9S1LHSZ5YZoOk7zUVR0meWGCjpmWKvYMbomCEh6+FvOhr6aERefvw7Tet0KsKgryaKAljwZaqmhurIV++6JxKjkTE1pZMvKamK4jLbV5xZY0/FI9P7dv3xZ53KhRI3C5XIm1nJyc8PDhQ1hYWMDa2lpoU1NTQ25uLlJSUrBs2TJ07doVtra2+PDhQ6W+eDwe4uPjqV4kcft8+PABqampIvt87+3JkycivqytrSEnJ/4tX7JkCT59+iS0ceTEj8OXlJQgIeEBunXtKNTerVtH3Lp9V+wxP0uHSV6YpsMkL3VVh0lemKSjoiAPfTUlfC4swc2XuXC1qmAYhxCU8Mv/CmbKNTFVR1p+1Tk/v1TPz6tXrzB37lxMmTIFCQkJ2LZtG/z8/KqkNWPGDAQHB2P48OFYsGAB9PT08PTpUxw5cgTBwcHQ1taGrq4udu3aBWNjY2RkZGDxYvHZVHfs2IFGjRrB1tYW/v7++PDhA8aPHy+0z6pVq6CrqwtDQ0MsXboUenp66N+/v1i95cuX43//+x/MzMwwePBgyMnJ4cGDB0hKSsKaNWvEHqOkpAQlJSWhtop6n/wDgxEaEoj4+Pu4HRuPSRNGoYGZKXbuOlDBq/ZzdJjkhWk6TPJSV3WY5KWmdW6+yAEBYKGtilcfC+B/IxUW2qroZ2eCghIedsc9RydLfeipKeFTYQn+uf8Kb78WoXtjI8ZeU23QkYbaPHQlDb9U8DNmzBgUFBSgVatW4HK58PT0rHJiQxMTE8TExGDRokVwc3NDUVERzM3N0bNnT8jJyYHD4eDIkSOYNWsWmjVrBhsbG2zdupVawv49vr6+2LBhAxITE2FlZYXTp09Ty+W/32f27NlIS0uDg4MDzpw5A0VF8ZME3dzccO7cOaxatQobN26EgoICmjRpgokTJ1bpWsVx7NgZ6OpoY9lSLxgbGyD54RP07TcaGRmSLceUhQ6TvDBNh0le6qoOk7zUtM7XYh62xaTh7ddCaCopoGsjQ8xoZw0FrhwEhODF+zycffQfPhYWQ1NZEU0N62Hv4Jaw0lVn7DXVBh0Wyfml8vw4OjoyqoRFWZ6fxMREODo6it2nLM/Phw8fqr2ERUV5flhYWFjKYGt7/Xx+Vp6fgeb9Kt+pAk6+PCMjJ9XLL9Xzw8LCwsLCwvKNX6T/QwQ2+GFhYWFhYflFqc2TlqXhlwl+IiMja9qCCBYWFpVG3a6urr9sZM7CwsLC8nP5VZe6/zLBDwsLCwvLz0FWc3W+XPCWiY5G79Uy0WGpu/xSeX5qAxYWFoyalM3CwsLCUnf5VTM8s8EPS5WZOmUs0p7cwtfP6Yi9fREd2reqMR0meWGaDpO81FUdJnlhio6yshyMDJVh20QPVg3VcebfYKm80OFKYhoGrg6FpYUazExVoaYqnMBWS1MBixdOxPP028j78gwJdy/BtVPrKp2LCa+xLPhVkxyywQ9LlRg8uB+2+Plgve9WuLRyQ3R0HM6dPQgzM5Nq12GSF6bpMMlLXdVhkhcm6chxOLCyssIG3/UAgPkLVlbZCwCcvvUQEwKOlfv8/Wf/YdHe8+jTyhavMvPx5WsJDA2UoaT07WtuyOB+WL58Kdat34o27XoiLu4OTv97AA0a1M7XWBYQQqTaaiu/TJ4fpuDq6opmzZoBAA4ePAgul4tp06Zh9erV4HA4sLCwwJw5czBnzhyxeYA+fvwIbW1tREREwNXVlcoDFBYWhsWLF+Px48do27Ytjhw5gvj4eMydOxeZmZno06cP9uzZA1VVVdpeK8rzczP6LBISkzHTcwnVlvQgEmfOhGHpMl/a55CFDpO8ME2HSV7qqg6TvDBNp0zDf8taZL0tQH4+X0hDR1sRGurykJPjoLhYgAOLhqJlYzOxWqdvPcSZ2EfYM2ew2OcX7jmPvMJi7JgxgJrzY2yoDL6AIPtdkdhrkpMDUh5ex6l/L2LxkvXV+tpIqvOz8vy4mfWS6vhLry7KyEn1wvb81AChoaGQl5dHbGwstm7dCn9/f+zevVsqTR8fH2zfvh03b97Eq1evMGTIEAQEBODQoUM4f/48wsPDsW3bNpn4V1BQgJNTc4RfiRJqDw+PQts2LtWqwyQvTNNhkpe6qsMkL0zTqUzDQF8JyspcvM0uxKvMfHzN42HGjlN4mS2+BmJlPHiehTa25kJt+QV8KCtzy/UjJ8dBTEwMWreqna8xS9Vhg58awMzMDP7+/rCxscHIkSPh6ekJf39/qTTXrFmD9u3bo0WLFpgwYQKioqIQFBSEFi1a4LfffsPvv/+OiIgImfjX09OBvLw8st/mCLVnZ+fA0KiCAoY/QYdJXpimwyQvdVWHSV6YplORhoDwoa4mj7fZhSgsEoDHI/j0uQQtrExw+tZD2j6/J+dzHnQ1hHu2+XwCeS6nXD96OkrIevMOBobCldWrel018V5JS3VOeF6/fj1atmwJDQ0NGBgYoH///njy5ImwH0Lg4+MDExMTqKiowNXVFQ8fVu0zURHsUvcaoE2bNkJFQ9u2bQs/Pz/w+fwqazZv3pz6t6GhIVRVVWFpaSnUFhcXV+7xRUVFKCoqEmojhFRY3PTHEVMOh1OlMWBZ6DDJC9N0mOSlruowyQvTdMRppD9NA4fDQYP6wsFKfFomNNVUAABZ7z9j4Or91HN8gQA8vgBtvbZTbX1aNcGy4d2+0xZ3fvF+9HQVoagoh7w8Xq1/jaWhOictR0VFYcaMGWjZsiV4PB6WLl2KHj164NGjR1BTUwMAbNy4EVu2bMG+ffvQuHFjrFmzBt27d8eTJ0+goaEhMy9s8MNg5ORKO+a+/0MoKSkRu6+CggL1bw6HI/S4rE0gKD+d1fr167Fy5UrhY+TUweHWE9k3J+c9eDweDI2Efy3p6+si++27cs/xM3SY5IVpOkzyUld1mOSFaTrfa7zL/vbrXl9fFx8/fgIhBK//yxcKTu7vnglVpdJ7l76mOo4uGUU9d/V+Gq4mPsU6j29zVNRVvhV31qunhpzP+UIeuFwO+AIi4kdPRxFqqvLIzCqAnl7tfY1lQXUGWmFhYUKPQ0JCYGBggPj4eHTs2BGEEAQEBGDp0qUYOLC0XlxoaCgMDQ1x6NAhTJkyRWZe2GGvGuD27dsijxs1agQuV3hZpr5+6R9FVlYW1Xbv3r2f4mnJkiX49OmT0MaREx9ll5SUICHhAbp17SjU3q1bR9y6fZf2OWWhwyQvTNNhkpe6qsMkL0zTqUgj9/1ncDgccOU44PEItTUw0IKeZmkPgDxXDg0MtKhNR10VSorywm3fDXM1b2iM2ykvhc6lqsJFYSFfyE/fPq5QU5PHf1kF4PFIrX6NZUFNLnX/9OkTAEBHRwcA8Pz5c7x58wY9evSg9lFSUkKnTp1w8+ZNqc71I2zPTw3w6tUrzJ07F1OmTEFCQgK2bdsGPz8/kf1UVFTQpk0b+Pr6wsLCAjk5OVi2bNlP8aSkpAQlJSWhtoqGvPwDgxEaEoj4+Pu4HRuPSRNGoYGZKXbuOiDReWWhwyQvTNNhkpe6qsMkL0zS4XCAteu3YPXKhQjwB0xNDPD7oAFQkJfDkaPnUFhQAgN9ZeS+L0JRsQBcOQ5CLt+BtYkefmvWUCKvADCicwtM8P8HIZfvQEGBAzVVeaiocJGZVUDts2dPCLZt80Ns3H3cvHkXEyaMRAMzU+wKrp2vMRMQN2VC3PfJjxBCMHfuXHTo0IFaAf3mzRsApdM0vsfQ0BAvX74U0ZAGNvipAcaMGYOCggK0atUKXC4Xnp6emDx5sth99+7di/Hjx8PFxQU2NjbYuHGjUFRcUxw7dga6OtpYttQLxsYGSH74BH37jUZGhmTLMWWhwyQvTNNhkpe6qsMkL0zSUVLi4vGjOxg8uHRpuoD/Bf/8sx9nz52hNLS1FKGrowR5eQ74fIKkF2/QoankgQ8AOFqawHdcb+w4dxNmpqooKSF4m12IoqJvw/2RkZexfv16LP1jDgwMDJCamoopUybjfe5bic7FlNdYFkibpVnclIkVK1bAx8enwuNmzpyJBw8eIDo6WuS5H394Vzb/tCqweX6qGVdXVzg6OtaKEhYV5flhYWFhkTVsba/y+Vl5fjqadpXq+PBnFyTu+fH09MS///6L69evo2HDb8Hus2fPYGVlhYSEBLRo0YJqd3d3h5aWFkJDQ6Xy+j3snB8WFhYWFpZfFCLlpqSkhHr16glt5QU+hBDMnDkTJ0+exLVr14QCHwBo2LAhjIyMEB4eTrUVFxcjKioK7dq1k+l1s8NeLCwsLCwsvyjVudR9xowZOHToEE6fPg0NDQ1qjo+mpiZUVFTA4XAwZ84crFu3Do0aNUKjRo2wbt06qKqqYsSIETL1wgY/1UxkZGRNW2BhYWFhYal2goKCAJRO//iekJAQeHh4AAAWLlyIgoICTJ8+HR8+fEDr1q1x+fJlmeb4Adg5PywVwM75YWFhqY0U/HdDJjoqJr/JREcW/Kw5P21NO0t1/K1M2VQOqG7Ynh8WFhYWFpZflF+1/4Od8FzLcXV1xZw5c2rk3FOnjEXak1v4+jkdsbcvokP7VjWmwyQvTNNhkpe6qsMkL0zToaOhrCwHI0NlmJupwqqhOlRVuRXqbNvqA1sbQ1g0UENDczWYGqtARUX0GFmjqCAHEyMVNDRXwx+LJyI97bbQdampcmFspCyRL1m9V1WlJpMc1iRs8CNjyis/UdcYPLgftvj5YL3vVri0ckN0dBzOnT0IMzOTatdhkhem6TDJS13VYZIXpunQ1ZDjcFBcLEBObhEtnWtXIzB16gQIiDpeZ+ajoJAPY0NlKCpW/SstM+stmrXvVe7zHA5gbKQMHl+ANm27Ydmypdi58y907tyHui4rKzMUFPCR9aaAli9ZvVfSUJ2FTRkFYQCdOnUiM2bMIDNmzCCamppER0eHLF26lAgEAkIIIe/fvyejR48mWlpaREVFhfTs2ZOkpqZSx4eEhBBNTU1y9uxZ0rhxY6KiokIGDRpEvn79Svbt20fMzc2JlpYWmTlzJuHxeNRxRUVFZMGCBcTExISoqqqSVq1akYiICCFvu3btIvXr1ycqKiqkf//+xM/Pj2hqalLPr1ixgjg4OJA9e/aQhg0bEg6HQwQCAbl48SJp3749dT19+vQhT58+pY57/vw5AUBOnDhBXF1diYqKCmnevDm5efMmtU9OTg4ZNmwYMTU1JSoqKqRZs2bk0KFD1PNjx44VWXn4/PlzQgghDx8+JL169SJqamrEwMCAjBo1irx7906i94WrYFLuFhsbT4L+ChVqe5SSSnw3bK3wuJ+hwyQvTNNhkpe6qsMkL0zTqYpG48aNiYammcQ6FhZWRE/fnHAVTEjxu3RS/C6dHN0XRNy6dyXNmjUlbt26kP07A6nnftyeP7hJGjduLNT2/fm0dRoQK6tGQn509cyJpaV1hdf1vS9pXp+fhYvxb1JttRXG9PyEhoZCXl4esbGx2Lp1K/z9/bF7924AgIeHB+7evYszZ87g1q1bIISgd+/eQr0s+fn52Lp1K44cOYKwsDBERkZi4MCBuHDhAi5cuIADBw5g165dOH78OHXMuHHjEBMTgyNHjuDBgwcYPHgwevbsibS0NABATEwMpk6ditmzZ+PevXvo3r071q5dK+L96dOn+Oeff3DixAmq9lZeXh7mzp2LO3fu4OrVq5CTk8OAAQNEiosuXboU8+fPx71799C4cWMMHz4cPB4PAFBYWAhnZ2ecO3cOycnJmDx5MkaPHo3Y2FgAQGBgINq2bYtJkyYhKysLWVlZMDMzQ1ZWFjp16gRHR0fcvXsXYWFhePv2LYYMGSKT90pBQQFOTs0RfiVKqD08PApt27hUqw6TvDBNh0le6qoOk7wwTae6vXDkOODzvz1//MxFbN0ZilmTx+LM37swa4oHtgXvx+kL4agKykqldcK+95NfwIe8vBzk5TnlXtePviS9rp8NIUSqrbbCmAnPZmZm8Pf3B4fDgY2NDZKSkuDv7w9XV1ecOXMGMTExVJKjv//+G2ZmZvj333+p1OklJSUICgqClZUVAOD333/HgQMH8PbtW6irq8POzg6dO3dGREQEhg4divT0dBw+fBivX7+GiUlpF+P8+fMRFhaGkJAQrFu3Dtu2bUOvXr0wf/58AEDjxo1x8+ZNnDt3Tsh7cXExDhw4QBUiBYBBgwYJ7bNnzx4YGBjg0aNHVB2TsnP26dMHALBy5Uo0bdoUT58+RZMmTWBqakqdGyjNihkWFoZjx46hdevW0NTUhKKiIlRVVWFkZETtFxQUBCcnJ6xbt45q27t3L8zMzJCamorGjRtX8V0qRU9PB/Ly8sh+myPUnp2dA0Mjg2rVYZIXpukwyUtd1WGSF6bpVKcXLU0FyHE4yMvjUc//te8wFnhOQnfX9gCA+iZGePYiA/+cvgj33t1pn78MrjwHvBIi5IfPL/3y53I5Yq9LnC9Jrqs6qM3zdqSBMcFPmzZthGp3tG3bFn5+fnj06BHk5eXRunVr6jldXV3Y2NggJSWFalNVVaUCH6C0EJqFhQXU1dWF2rKzswEACQkJIISIBAJFRUXQ1dUFADx58gQDBgwQer5Vq1YiwY+5ublQ4AMA6enp8Pb2xu3bt5GTk0P1+GRkZAgFP82bN6f+bWxsDADIzs5GkyZNwOfz4evri6NHjyIzM5MqIKemplbu6wgA8fHxiIiIELr2732JC37EFacjldRT+THq53A4VfolIAsdJnlhmg6TvNRVHSZ5YZrOz/airiYPbS1FvHlbCL6gdJ/3Hz7izdt3WL4+ACs2BFLH8Pl8qH93/3QfOQX/vc0uOwEAoGW3b/d8M1MVvMr8Vhj1eweVXZc4X5JcV3VRm3tvpIExwY+k/PjFrKCgIPQ8h8MR21YWhAgEAnC5XMTHx4PLFZ6NXxY0iPvyF/dBEReM9O3bF2ZmZggODoaJiQkEAgGaNWuG4uJiof2+91h2rjKPfn5+8Pf3R0BAAOzt7aGmpoY5c+aIaPyIQCBA3759sWHDBpHnygKsHxFXnI4jpw4Ot57Ivjk578Hj8WBoJBzw6evrIvvtuwq9yVqHSV6YpsMkL3VVh0lemKZTHV7OnzsHfT0lvM0uREHht7Elwf/fp30WzULzpk2EjpOT+zbbI8hvFXi80uPevsvBuJmLcGLfDur5pu2GUf/m8wjkuRwhP1xu6T2bzydC16WmJi/WF93rkuT1kZZfteeHMXN+bt++LfK4UaNGsLOzA4/Ho+a5AEBubi5SU1Nha2tb5fO1aNECfD4f2dnZsLa2FtrKhpCaNGmCuLg4oePu3r1bqXZubi5SUlKwbNkydO3aFba2tvjw4YPEHm/cuAF3d3eMGjUKDg4OsLS0pOYjlaGoqAj+DwPKTk5OePjwISwsLESurbxeoyVLluDTp09CG0dOfEbNkpISJCQ8QLeuHYXau3XriFu3K399ZKnDJC9M02GSl7qqwyQvTNP52V6UFAn27NmFt+8KkV8gfA/U09GGob4uXv/3Bg3qmwht9U2+TREwMTKk2k2MDAFAaF8e71tgUFjEh7IyV8iPqgoXPJ4APB6hrktdTR4Gekpiff2M14elajCm5+fVq1eYO3cupkyZgoSEBGzbtg1+fn5o1KgR3N3dMWnSJOzcuRMaGhpYvHgxTE1N4e7uXuXzNW7cGCNHjsSYMWPg5+eHFi1aICcnB9euXYO9vT169+4NT09PdOzYEVu2bEHfvn1x7do1XLx4scKhIADQ1taGrq4udu3aBWNjY2RkZGDx4sUSe7S2tsaJEydw8+ZNaGtrY8uWLXjz5o1Q0GdhYYHY2Fi8ePEC6urq0NHRwYwZMxAcHIzhw4djwYIF0NPTw9OnT3HkyBEEBweL9HQB4qvwVnSd/oHBCA0JRHz8fdyOjcekCaPQwMwUO3cdkOgaZaHDJC9M02GSl7qqwyQvTNOhq8HhAAoK336LK8jLQVGRQMAn4PEJ5i9YjFYtm8Nj7FDcjo2Ha0dnBAYGoLhEAUVFAqoHhggIykaYpo0fBd+Av6Cmporf2riguKQEDx+n4fOXrxg7bKBErwUAfP3Kg7aWIgz0lbBt+27s2R2Aly8fIyoyDrNmDUMDM1McPHgYBvpKyMktKtdXVV6fn0mtXq4uBYwJfsaMGYOCggK0atUKXC4Xnp6emDx5MoDSuh+zZ8/G//73PxQXF6Njx464cOGCyLCWpISEhGDNmjWYN28eMjMzoauri7Zt26J3794AgPbt2+Ovv/7CypUrsWzZMri5ucHLywvbt2+vUFdOTg5HjhzBrFmz0KxZM9jY2GDr1q0i9Uwqw9vbG8+fP4ebmxtUVVUxefJk9O/fH58+faL2mT9/PsaOHQs7OzsUFBTg+fPnsLCwQExMDBYtWgQ3NzcUFRXB3NwcPXv2FOrylYZjx85AV0cby5Z6wdjYAMkPn6Bvv9HIyJAsBbssdJjkhWk6TPJSV3WY5IVpOnQ1lJS4MDVWoR7r6Zb+EPv8pQTvcoqQlvYUxUV5OHLkCIyNDTB06DDw+Txw5XiwaPCtN7tsfwD4vV9PqCgrIeTQcWz5cw9UlJXR2MoCo4b0l+h1KENAgKw3hdDTU8LtW1ewZs1aTJ82Ayt9fKjr+vQxGyoqXOjrKeP7wazvfVXl9fmZCH7ROT+MqO3l6uoKR0dHBAQE1LSVSpk0aRIeP36MGzdkUzuGybC1vVhYWGojbG0v+jQ1bF35ThXw8G1s5TsxEMb0/DCVzZs3o3v37lBTU8PFixcRGhqKP//8s6ZtsbCwsLCwSM2v2vPDBj+VEBcXh40bN+LLly+wtLTE1q1bMXHixJq2xcLCwsLCwlJFGBH8REZG1rSFcvnnn39q2gILCwsLC8tPgZ3wzMLCwsLCUgeQ1VydN52tpdYwingqAyc/D3bYi4WFhYWFheWX4lft+WFMksO6zL59+6ClpVXTNlhYWFhYWIQQECLVVlv5ZYIfDw8P9O/fv6Zt1CmmThmLtCe38PVzOmJvX0SH9q1qTIdJXpimwyQvdVWHSV6YpsMkL1XR0Q49Ar1LUSKb2ow5AADVUR7Q2r0fuqfDoHP8HOr5+kHehn71AVldF4tk/DLBD11KSkpq2gJtxHmtLv+DB/fDFj8frPfdCpdWboiOjsO5swdhZmZS7TpM8sI0HSZ5qas6TPLCNB0meamqzsdZU5A7bAC1fVo8FwBQfCMSAMDPfI28HYH4MGUcPs2bCcGbN6i3fjM4mprVdl3SQKT8r9ZC6hjHjh0jzZo1I8rKykRHR4d07dqVzJ8/n6C0IC+1RUREkOfPnxMA5OjRo6RTp05ESUmJ7N27l+Tk5JBhw4YRU1NToqKiQpo1a0YOHTpEnePMmTNEU1OT8Pl8QgghiYmJBACZP38+tc/kyZPJsGHDCCGEhISEEE1NTXLq1CnSqFEjoqSkRLp160YyMjKEvJ85c4Y4OTkRJSUl0rBhQ+Lj40NKSkqo5wGQoKAg0q9fP6KqqkqWL19OVqxYQRwcHMiePXtIw4YNCYfDIfv27SM6OjqksLBQSH/gwIFk9OjRtF9LroJJuVtsbDwJ+itUqO1RSirx3bC1wuN+hg6TvDBNh0le6qoOk7wwTYdJXqqi865HR5Et/+Q/hJf5Suxz73p0JDn9exJCCPm4cA5516OjzPz8LCx0mku11VbqVM9PVlYWhg8fjvHjxyMlJQWRkZEYOHAgVqxYgSFDhqBnz57IyspCVlYW2rVrRx23aNEizJo1CykpKXBzc0NhYSGcnZ1x7tw5JCcnY/LkyRg9ejRVXLVjx4748uULEhMTAQBRUVHQ09NDVFQUpRkZGYlOnTpRj/Pz87F27VqEhoYiJiYGnz9/xrBh3yoGX7p0CaNGjcKsWbPw6NEj7Ny5E/v27cPatWuFrnHFihVwd3dHUlISxo8fDwB4+vQp/vnnH5w4cQL37t3DkCFDwOfzcebMGeq4nJwcnDt3DuPGjZP6dVZQUICTU3OEX4kSag8Pj0LbNi7VqsMkL0zTYZKXuqrDJC9M02GSF5npyMtDqUt3FF66WO7zyr37QvD1C3jP0n++HxkgAJFqq63UqdVeWVlZ4PF4GDhwIMzNzQEA9vb2AAAVFRUUFRVRFdu/Z86cORg4ULjQ3fz586l/e3p6IiwsDMeOHUPr1q2hqakJR0dHREZGwtnZGZGRkfDy8sLKlSvx5csX5OXlITU1VaiWV0lJCbZv347WrUtTiYeGhsLW1hZxcXFo1aoV1q5di8WLF2Ps2LEAAEtLS6xevRoLFy7EihUrKJ0RI0ZQQU8ZxcXFOHDgAPT19YX2CwkJweDBgwEAf//9N+rXry9xfTFx6OnpQF5eHtlvc4Tas7NzYGhkUK06TPLCNB0meamrOkzywjQdJnmRlY5iu9/AUVdH0WXh4EehdVvUW7IcUFKG4H0uPi+ZD/L5UzkqsvMjC0gtnrQsDXWq58fBwQFdu3aFvb09Bg8ejODgYHz48KHS41xchKNsPp+PtWvXonnz5tDV1YW6ujouX76MjIwMah9XV1dERkaCEIIbN27A3d0dzZo1Q3R0NCIiImBoaIgmTZpQ+8vLywudp0mTJtDS0kJKSgoAID4+HqtWrYK6ujq1TZo0CVlZWcjPzy/XKwCYm5sLBT5AaQ2yy5cvIzOztB5MSEgIPDw8yq3UXlRUhM+fPwttlf1R/Pg8h8Op0h+SLHSY5IVpOkzyUld1mOSFaTpM8iKtjrJbb5TciYPgfa5Qe8m9RHyYPhGfvGag5G4cNJb6gKOp9dP9sFSdOhX8cLlchIeH4+LFi7Czs8O2bdtgY2OD58+fV3icmpqa0GM/Pz/4+/tj4cKFuHbtGu7duwc3NzcUFxdT+7i6uuLGjRu4f/8+5OTkYGdnh06dOiEqKkpkyKsMcYFHWZtAIMDKlStx7949aktKSkJaWhqUlZXL9VpeW4sWLeDg4ID9+/cjISEBSUlJ8PDwKPc1WL9+PTQ1NYU2Ivgidt+cnPfg8XgwNBIOuPT1dZH99l255/gZOkzywjQdJnmpqzpM8sI0HSZ5kYWOnIEhFFo4ozDsnOiTRYUQ/JcJ3uNH+Oq/EeDzodyzz0/1Iyt+1WGvOhX8AKXBRPv27bFy5UokJiZCUVERp06dgqKiIvh8Pi2Nsp6cUaNGwcHBAZaWlkhLSxPap2zeT0BAADp16gQOh4NOnTohMjJSbPDD4/Fw9+5d6vGTJ0/w8eNHqnfIyckJT548gbW1tcgmJ1e1t2nixIkICQnB3r170a1bN5iZmZW775IlS/Dp0yehjSOnIXbfkpISJCQ8QLeuHYXau3XriFu374o95mfpMMkL03SY5KWu6jDJC9N0mORFFjrKPXqBfPyI4tjblZ+MA3AUFH6qH1lBCJFqq63UqTk/sbGxuHr1Knr06AEDAwPExsbi3bt3sLW1RWFhIS5duoQnT55AV1cXmhUsQ7S2tsaJEydw8+ZNaGtrY8uWLXjz5g1sbb/lbiib93Pw4EEEBgYCKA2IBg8ejJKSEpG5NQoKCvD09MTWrVuhoKCAmTNnok2bNmjVqjSnw/Lly/G///0PZmZmGDx4MOTk5PDgwQMkJSVhzZo1VXo9Ro4cifnz5yM4OBj79++vcF8lJSUoKSkJtZU3RAYA/oHBCA0JRHz8fdyOjcekCaPQwMwUO3cdkMijLHSY5IVpOkzyUld1mOSFaTpM8iKVDocDpR69UHglDBB89yNaSRmqI0aj+FYMBO9zwalXDyr/6w85PX0U3YistuuShtqcqFAa6lTwU69ePVy/fh0BAQH4/PkzzM3N4efnh169esHFxQWRkZFwcXHB169fERERAQsLC7E63t7eeP78Odzc3KCqqorJkyejf//++PRJeAJb586dkZCQQAU62trasLOzw3///ScUKAGAqqoqFi1ahBEjRuD169fo0KED9u7dSz3v5uaGc+fOYdWqVdi4cSMUFBTQpEkTqSrI16tXD4MGDcL58+dlnuDx2LEz0NXRxrKlXjA2NkDywyfo2280MjIyq12HSV6YpsMkL3VVh0lemKbDJC/S6Ci0cAbX0AiFly4IPyEQgFu/ATS83SBXTxOCL5/BS32MT/Nmgf/yRbVdF4vkcEht7rdiqZTu3bvD1tYWW7dulfhYeUXTn+CIhYWFpXbApMKmvOKfExAZadHPRi2ONx9TZOSkeqlTPT8s33j//j0uX76Ma9euYfv27TVth4WFhYWFgfyq/R9s8FNHcXJywocPH7BhwwbY2NjUtB0WFhYWFgZSm1dsSQMb/NRRXrx4UdMWWFhYWFgYDtvzw8LCwsLCwkIhi/k6Ba+uycAJi6ypc3l+6iKRkZHgcDj4+PFjTVthYWFhYalDCAiRaqut/PLBj6urK+bMmVPTNmolU6eMRdqTW/j6OR2xty+iQ/tWNabDJC9M02GSl7qqwyQvTNNhkhe6OsrKcjAyVIa5mSqsGqpDVZVboc62rT6wtTGERQM1NDRXg6mxClRURI+RNU+ePMGoUaPQvHlz/Pbbb9i+fbvQMNbly5cxbtw4tGnTBk5OThg6dChu3LghpPGrJjn85YMfWfF96YtfgcGD+2GLnw/W+26FSys3REfH4dzZgzAzM6l2HSZ5YZoOk7zUVR0meWGaDpO8SKIjx+GguFiAnNwiWjrXrkZg6tQJEBB1vM7MR0EhH8aGylBUrPpXbGbWWzTr2K/c579+/Yrx48fDwMAAx48fh7e3N/bu3YuQkBBqnzt37qBdu3bYtWsXTp48idatW2PatGl49OgRtc+vWt4CpJZx5swZoqmpSfh8PiGEkMTERAKAzJ8/n9pn8uTJZNiwYSQnJ4cMGzaMmJqaEhUVFdKsWTNy6NAhar+xY8cSAELb8+fPCSGEPHz4kPTq1YuoqakRAwMDMmrUKPLu3Tvq2E6dOpEZM2YQLy8voqurSzp27EgiIiIIABIWFkYcHR2JsrIy6dy5M3n79i25cOECadKkCdHQ0CDDhg0jeXl5lJZAICAbNmwgDRs2JMrKyqR58+bk2LFj1PNluh8+fKDajh8/Tuzs7IiioiIxNzcnmzdvFnqdzM3Nydq1a8m4ceOIuro6MTMzIzt37pToteYqmJS7xcbGk6C/QoXaHqWkEt8NWys87mfoMMkL03SY5KWu6jDJC9N0mOSlqjqNGzcmGppmEutYWFgRPX1zUvzmMbUd3buduHXrQpo1a0rcunUm+4O2CD3//fY8MYo0btyYevwjf//9N3F2diZFRUVU286dO0mHDh2IQCAo977eu3dvsm3bNuqxhmpDqbbaSq3r+SmrqZWYmAgAiIqKgp6eHqKioqh9ymprFRYWwtnZGefOnUNycjImT56M0aNHIzY2FgAQGBiItm3bUtXTs7KyYGZmhqysLHTq1AmOjo64e/cuwsLC8PbtWwwZMkTIS2hoKOTl5RETE4OdO3dS7T4+Pti+fTtu3ryJV69eYciQIQgICMChQ4dw/vx5hIeHY9u2bdT+y5YtQ0hICIKCgvDw4UN4eXlh1KhRQtf0PfHx8RgyZAiGDRuGpKQk+Pj4wNvbG/v27RPaz8/PDy4uLkhMTMT06dMxbdo0PH78WKrXHygt1eHk1BzhV4T9hYdHoW0b0arzP1OHSV6YpsMkL3VVh0lemKbDJC81ocOR4+D7cpLHz17C1uCDmDVpFM7s34FZk0Zj256/cfriVdrn/p579+6hZcuWUFRUpNo6dOiA7OxsvH79WuwxAoEAeXl50NLSqtI56xK1brVXWU2tyMhIODs7IzIyEl5eXli5ciW+fPmCvLw8pKamwtXVFaamppg/fz51rKenJ8LCwnDs2DG0bt0ampqaUFRUhKqqKoyMjKj9goKC4OTkhHXr1lFte/fuhZmZGVJTU9G4cWMApTXANm7cSO3z5s0bAMCaNWvQvn17AMCECROwZMkSpKenw9LSEgDw+++/IyIiAosWLUJeXh62bNmCa9euoW3btgAAS0tLREdHY+fOnWKrw2/ZsgVdu3aFt7c3AKBx48Z49OgRNm3aJFS5vXfv3pg+fToAYNGiRfD390dkZCRVTLWq6OnpQF5eHtlvc4Tas7NzYGhkUK06TPLCNB0meamrOkzywjQdJnmpbh0tTQXIcTjIy+NRz/8VehQLZoxD907tAAD1TYzw7MUr/HPmEtx7daV9/jJycnJgaiqchV9XV5d6Tlwh671796KgoAC9evWi2mrzpGVpqHXBD1A6STkyMhJz587FjRs3sGbNGpw4cQLR0dH4+PEjDA0N0aRJE/D5fPj6+uLo0aPIzMxEUVERioqKoKamVqF+fHw8IiIioK6uLvJceno6Ffy4uIj/tdC8eXPq34aGhlBVVaUCn7K2uLg4AMCjR49QWFiI7t27C2kUFxejRYsWYvVTUlLg7u4u1Na+fXsEBASAz+eDy+WK+OBwODAyMkJ2drZYzbLX5nsIIRUWNyU//NFwOJwqTYCThQ6TvDBNh0le6qoOk7wwTYdJXqpDR11NHtpainjzthB8Qek+7z9+wpvsHCzfsA0rNu2gjuHz+VBXU6Ueu4+Zgf/evis7AQCgpduQ/9eXg4mJCc6fPy90TnGIaz937hy2b9+OP//8kwqSAIDU5nk7UlBrg589e/bg/v37kJOTg52dHTp16oSoqCh8+PCB6i3x8/ODv78/AgICYG9vDzU1NcyZM6fSyckCgQB9+/bFhg0bRJ4zNjam/l1eEKWgoED9m8PhCD0uaxMIBNS5AOD8+fMiUfyPVdbLEBeUiPvjrei8P7J+/XqsXLlSeH85dXC49UT2zcl5Dx6PB0MjfaF2fX1dZJf94dJAFjpM8sI0HSZ5qas6TPLCNB0meakunfPnzkFfTwlvswtRUPhtzKvsvuuzYCaa2zUWOk5O7tvsk6CNK8DjlfYWvc15j3Gz/sCJPQEAAHk9S8jLf/vK1tPTw7t3wr5zc3MBQCi4AYALFy5g6dKlCAwMRLt27YSe+1V7fmrdnB/g27yfgIAAdOrUCRwOB506dUJkZCQ13wcAbty4AXd3d4waNQoODg6wtLREWlqakJaioiL43w/MorQ0xMOHD2FhYQFra2uhrbJeI0mxs7ODkpISMjIyRM4lrtuy7Jjo6Gihtps3b6Jx48ZUr4+kLFmyBJ8+fRLaOHIaYvctKSlBQsIDdOvaUai9W7eOuHX7Lu1zykKHSV6YpsMkL3VVh0lemKbDJC/VoaOkSLBnzy68fVeI/ALh7xQ9HW0Y6uviddYbNKhvIrTVN/k25cLEyIBqNzEsDa7KHpubmwv9QC6bk/r9j/no6GgYGBigfv36VNu5c+ewePFi+Pn5wdXVVeR6yC+61L1W9vyUzfs5ePAgAgMDAZQGRIMHD0ZJSQn1BltbW+PEiRO4efMmtLW1sWXLFrx58wa2tt+q2FpYWCA2NhYvXryAuro6dHR0MGPGDAQHB2P48OFYsGAB9PT08PTpUxw5cgTBwcFVDjDEoaGhgfnz58PLywsCgQAdOnTA58+fcfPmTairq2Ps2LEix8ybNw8tW7bE6tWrMXToUNy6dYvqzqwqSkpKIj1NFQ15+QcGIzQkEPHx93E7Nh6TJoxCAzNT7Nx1QKLzykKHSV6YpsMkL3VVh0lemKbDJC+S6HA4gILCt74BBXk5KCoSCPgEPD7B/AWL0aplc3iMHYrbsfFw7eiMwMAAFJcooKhIAC639N5JBN+Cg2njhsM3cBfUVFXxWxtnFBeX4OGTp/j85SvGDu0v0XUAQN++fbFjxw4sWbIEU6ZMwcuXL7Fz507MmDGDunefO3cOixYtwh9//AEHBweqp0hZWRkaGuJ/3P4q1MrgBwA6d+6MhIQEKtDR1taGnZ0d/vvvPyq48fb2xvPnz+Hm5gZVVVVMnjwZ/fv3x6dPnyid+fPnY+zYsbCzs0NBQQGeP38OCwsLxMTEYNGiRXBzc0NRURHMzc3Rs2dPoS5KWbF69WoYGBhg/fr1ePbsGbS0tODk5IQ//vhD7P5OTk74559/sHz5cqxevRrGxsZYtWqV0GTnn82xY2egq6ONZUu9YGxsgOSHT9C332hkZGRWuw6TvDBNh0le6qoOk7wwTYdJXiTRUVLiwtRYhXqsp1v6w/DzlxK8yylCWtpTFBfl4ciRIzA2NsDQocPA5/PAlePBosG30YHPX0qof//+vx5QUVJCyJGT2PLXPqgoK6OxpTlGDS4/l09FaGhoYO/evVi1ahUGDRoETU1NjBs3DuPGjaP2OXr0KHg8HlatWoVVq1ZR7QMGDICvry+Ampnz8+eff2LTpk3IyspC06ZNERAQgN9++61aPXBIbe63YvmpyCuaVr4TCwsLC0u5yKq2l4KhjUx0fkRRqX7lO1VAcZH4ZfXlcfToUYwePRp//vkn2rdvj507d2L37t149OgRGjRoIJUXSWCDH5ZyYYMfFhYWFulgevCjIOV9vqRYst631q1bw8nJCUFBQVSbra0t+vfvj/Xr10vlRRJq5YRnFhYWFhYWFukRKXMg4SYJxcXFiI+PR48ePYTae/TogZs3b0pxFZJTa+f8sLCwsLCwsNQs4nLEiVtAA5QmX+Tz+TA0NBRqNzQ0pJIEVxsyKZLB8ktSWFhIVqxYQQoLC1kdBnupqzpM8sI0HSZ5qas6TPJSk6xYsUKkQ2jFihVi983MzCQAyM2bN4Xa16xZQ2xsbKrB7TfYOT8sVebz58/Q1NTEp0+fUK+eaDLEX1mHSV7qqg6TvDBNh0le6qoOk7zUJJL0/BQXF0NVVRXHjh3DgAEDqPbZs2fj3r175daz/Bmwc35YWFhYWFhYqoSSkhLq1asntJVXnUBRURHOzs4IDw8Xag8PDxfJPP2zYef8sLCwsLCwsFQLc+fOxejRo+Hi4oK2bdti165dyMjIwNSpU6vVBxv8sLCwsLCwsFQLQ4cORW5uLlatWoWsrCw0a9YMFy5cgLm5ebX6YIMfliqjpKSEFStWlNvF+SvrMMlLXdVhkhem6TDJS13VYZKX2sb06dMxffr0GvXATnhmYWFhYWFh+aVgJzyzsLCwsLCw/FKwwQ8LCwsLCwvLLwUb/LCwsLCwsLD8UrDBDwsLw+DxeLhy5Qp27tyJL1++AAD+++8/fP36lbbG9evXwePxxGpfv35dZl5ZWFhYaiPshGeWKlNYWAhlZeWatlGnePnyJXr27ImMjAwUFRUhNTUVlpaWmDNnDgoLC/HXX3/R0uFyucjKyoKBgYFQe25uLgwMDMDn83+GfRYpePr0KdLT09GxY0eoqKiAEAIOh1PTtlhY6iRszw+LRAgEAqxevRqmpqZQV1fHs2fPAADe3t7Ys2dPtfuJjIyUWsPV1RX79+9HQUGBVDqWlpbIzc0Vaf/48SMsLS1pacyePRsuLi748OEDVFRUqPYBAwbg6tWrtL2U98WZm5sLNTU12jplHDhwAO3bt4eJiQlevnwJAAgICMDp06dpaxw/fhxDhgxBmzZt4OTkJLT9yuTm5qJbt25o3LgxevfujaysLADAxIkTMW/evGr3U1JSgs6dOyM1NVVmmoWFhTLTkpanT5/i0qVL1N+7JL//PTw8ZNZzmpqail27dmHNmjVYtWqV0Mby82Hz/LBIxJo1axAaGoqNGzdi0qRJVLu9vT38/f0xYcKEavXTs2dPmJqaYty4cRg7dizMzMwk1nB2dsbChQvh6emJIUOGYMKECWjTpo3EOi9evBDbo1JUVITMzExaGtHR0YiJiYGioqJQu7m5OS2NgQMHAgA4HA48PDyEcofw+Xw8ePBA4jTyQUFBWL58OebMmYO1a9dS16ilpYWAgAC4u7tXqrF161YsXboUY8eOxenTpzFu3Dikp6fjzp07mDFjhkR+ZMWNGzewc+dOpKen4/jx4zA1NcWBAwfQsGFDdOjQQSKt+Ph4pKSkgMPhwNbWVqKAzsvLC/Ly8sjIyICtrS3VPnToUHh5ecHPz08iL69fv8aZM2eQkZGB4uJioee2bNlS6fEKCgpITk6WutdJIBBg7dq1+Ouvv/D27VuqF9Pb2xsWFha07xWFhYXYtm0bIiIikJ2dDYFAIPR8QkICLZ3c3FwMHToU165dA4fDQVpaGiwtLTFx4kRoaWnRep2/fPmCHj16wMzMjLrnmJqa0jr/9wQHB2PatGnQ09ODkZGR0GvN4XCwfPlyiTVZJKRay6iy1HqsrKzIlStXCCGEqKurk/T0dEIIISkpKURLS4u2Do/HI5s2bSItW7YkhoaGRFtbW2ijS25uLgkMDCQtWrQgXC6X9OjRgxw9epQUFRVJdF08Ho/8+++/xN3dnSgoKBBbW1uyadMm8ubNm0qPPX36NDl9+jThcDhk//791OPTp0+TkydPkhkzZpDGjRvT8qGtrU0ePnxICBF+fW/cuEEMDAwqPd7Dw4N4eHgQDodDhg4dSj328PAgkydPJuvWrSPv3r2j5aUMW1tbcurUKRFPSUlJRFdXl5aGjY0NOXTokIiGt7c3mTFjRqXHa2trU761tLREPi+SfnaOHz9OVFRUyMSJE4mSkhLlZ8eOHaRXr160NAgh5O3bt6Rz586Ew+EQbW1toqWlRTgcDunSpQvJzs6mpWFoaEju3btHCBF+bZ49e0bU1NRoeyGEkCtXrhBVVVXStGlTIi8vTxwdHYmWlhbR1NQknTt3pq0zd+5csmjRIonO/SMrV64klpaW5ODBg0RFRYW6rqNHj5I2bdrQ1hk+fDjR09MjU6dOJStWrCA+Pj5CG11Gjx5N3NzcyKtXr4Re50uXLhE7OzvaOjk5OSQgIIA4OjoSeXl50rNnT3Ls2DFSXFxMW6NBgwbE19eX9v4ssocNflgkQllZmbx48YIQInyjfvjwoUQ3am9vb2JsbEw2bdpElJWVyerVq8mECROIrq4uCQwMrJK3xMRE4unpSfT09IiOjg7x9PSkvlQkITs7m6xevZooKysTBQUF4u7uTq5evVru/hwOh3A4HCInJ0f9u2xTVFQkjRs3JmfPnqV17iFDhpBJkyYRQkpf32fPnpEvX76QLl26EA8PD9rX4OPjQ75+/Up7/4oo7z1PTU0lysrKtDRUVFQoDX19fep9SU1NJTo6OpUev2/fPlJYWEgIISQkJITs27ev3I0Ojo6OJDQ0VOSaEhMTiaGhIS0NQkrfL2dnZ/Lo0SOq7eHDh8TFxYUMGzaMloa6ujpJTU0V8RIXF0frtfmeli1bEm9vbyGtL1++kH79+pE///yTts7MmTNJvXr1iJOTE5k8eTLx8vIS2uggqx9K9erVI9HR0bT3Lw9ZBpllJCQkkJkzZxJlZWWip6dH5syZQ72XFaGhoUGdn6VmYIMfFolwdnYmBw4cIIQI30B8fHxIhw4daOtYWlqSc+fOUTpPnz4lhBASGBhIhg8fXmV/mZmZZMWKFURJSYmoqakRLpdLOnToQJKTk2kdHxsbS6ZOnUo0NTVJgwYNyPLly8mkSZOIqqoqmTdvXoXHWlhYSNyrIs5/48aNia2tLZGXlydt2rQhurq6xMbGhrx9+1Yq7apia2tL/v33X0KI8HseGBhInJycaGk0bNiQxMfHE0IIcXFxIX/99RchpPRXtyQ9fbJCRUWFPH/+nBAifE3p6elESUmJtk69evVIXFycSHtsbCzR1NSkpdG7d2+ybNkyysuzZ88In88ngwcPJoMGDaLtpez4sr8lLS0t6nN/7949Ym5uTlvH1dW13I1uD5KsfijZ2tqS+/fv096/PGQZZBJCyH///Ud8fX1J48aNiZqaGhkzZgzp3r07kZeXJ1u2bKnw2PHjx5OgoCDJL4JFZrDBD4tEnDlzhmhqahJfX1+iqqpKNm3aRCZOnEgUFRXJ5cuXaeuoqqqSly9fEkIIMTIyor4Y09PTSb169STyVFxcTI4dO0Z69epFBQzBwcHk69evJCMjgwwfPpzY2tqWe/zbt2/J5s2bSdOmTYmioiIZNGgQuXjxIhEIBNQ+4eHhVf51KCn5+flkz549ZMaMGWTatGkkODiY5OfnV3pcixYtyPv37wkhpT0bLVq0KHeThL179xJTU1Ny5MgRoqamRg4fPkzWrFlD/ZsOEyZMoIYogoKCiIqKCunWrRvR0tIi48ePl8jPiBEjyK5du8iTJ08kOu57LC0tSXh4OCFE+IswNDS0ws/Kj6irq5PExESR9oSEBKKhoUFL4+HDh0RfX5/07NmTKCoqkt9//53Y2toSQ0NDKpChi6GhITVsamdnR06fPk0IKQ1+quvzW4asfihduHCB9OzZkwqkqoosgszi4mJy/Phx0qdPH6KgoECcnZ1JUFAQ+fz5M7XP4cOHK+3ZWrduHdHT0yNjx44lmzdvJoGBgUIby8+HnfDMIhF9+/bF0aNHsW7dOmpinpOTE86ePYvu3bvT1qlfvz6ysrLQoEEDWFtb4/Lly3BycsKdO3ckKvDn6emJw4cPAwBGjRqFjRs3olmzZtTzampq8PX1hYWFRYVerKysMH78eHh4eEBfX19kn1atWqFly5YVeqlslQbdSYwqKioYP348xo8fT2v/Mtzd3anXrn///hIdWxHjxo0Dj8fDwoULkZ+fjxEjRsDU1BSBgYEYNmwYLY1du3ZRE1WnTp0KHR0dREdHo2/fvpg6dapEftTV1eHn54cpU6bAyMgInTp1QqdOneDq6oomTZrQ0pgyZQpmz56NvXv3gsPh4L///sOtW7cwf/58iSabdunSBbNnz8bhw4dhYmICAMjMzISXlxe6du1KS8POzg4PHjxAUFAQuFwu8vLyMHDgQMyYMQPGxsa0vQBAmzZtEBMTAzs7O/Tp0wfz5s1DUlISTp48WaVJ/NKwYsUKjB49GpmZmRAIBDh58iSePHmC/fv349y5c7R1XFxcUFhYCEtLS6iqqkJBQUHo+ffv39PS2bRpE1xdXXH37l0UFxdj4cKFePjwId6/f4+YmBhaGsbGxhAIBBg+fDji4uLg6Ogoso+bmxu0tLQq1Nm1axfU1dURFRWFqKgooec4HA5mzZpFyw9L1WHz/LDUCIsXL0a9evXwxx9/4Pjx4xg+fDgsLCyQkZEBLy8v+Pr60tLp2rUrJk6ciEGDBomskCqDx+MhJiYGnTp1EnmOEIIbN27AxcUFqqqqUl1TixYthB6XlJTg+fPnkJeXh5WVVbmrUs6cOUP7HP369ZPKo7Tk5ORAIBCI5A+qCd68eYPIyEhERkYiKioKqampMDAwoJaKV8bSpUvh7+9PLcNWUlLC/PnzsXr1atoeXr16BXd3dyQnJ8PMzAwcDgcZGRmwt7fH6dOnUb9+/SpdW1V59uwZvn79iubNmyM/Px/z589HdHQ0rK2t4e/vD3Nzc9pad+7cwbFjx8SuGjt58iQtjUuXLmHdunWIj4+HQCCAk5MTli9fjh49etD20a1bN2RkZGDChAkwNDQUWYU2duxY2lpv3rxBUFCQkB9Jgsz9+/djyJAhbH6zOgAb/LAwgtu3b+PmzZuwtram/QVfUlKCyZMnw9vbm3YenR8RCARQVlbGw4cP0ahRoyppVMTnz5/h4eGBAQMGYPTo0WL3kZOjl26Lw+HUaHLC7OxsPHnyBBwOBzY2NmJ7yMqjYcOGGDVqFEaOHEm7d6Yy8vLyEB0dTQVACQkJsLOzQ2JiIm2N/Px8PHr0CAKBAHZ2dlBXV6+Sl/DwcDx+/BiEENjZ2aFbt260j33w4IHYdg6HA2VlZTRo0ECi3lBZcOTIEYwZMwY9evRAeHg4evTogbS0NLx58wYDBgxASEhItXlRVVXFrVu34ODgIJVORkYGFaCKe65BgwYVHs/j8aCsrIx79+4J9S5LS9lXMJvQspqpwSE3llpCZUuLq7JEXVZoampKvWrCzs6O3Lp1S0aORElKSpJosqksKFt9Vt4mCZ8+fSKjRo0iXC6XWsUmLy9PRo4cST5+/EhLw8/Pj7i4uBAOh0OcnJyIv78/+e+//6pyaWThwoWkdevWRFlZmbi4uJC5c+eS06dPkw8fPkislZaWRsLCwqg5Vd/P86ouvn+vvl85WLYpKSmRMWPGkIKCgkq1xo4dS6KioqT2ZG9vT7Zv304I+TZfRyAQkEmTJpHly5dLrS8JLVq0kMnfp5ycnNhFAzk5ObT/JiwtLau0glQcoaGhpFmzZkRJSYkoKSkRe3t7sn//fplos1QO2/PDUimhoaG095WkCzo1NRWRkZFiE5fRnXcxbtw42NvbY+7cubTP+yPnz5+Hr68vgoKCZPqLroyyuS0fPnyQuXZ5/Jh5uaSkBImJiQgNDcXKlSslSkY5ZMgQ3Lt3D9u2bUPbtm3B4XBw8+ZNzJ49G82bN8c///xDWys1NRV///03jhw5gmfPnqFz584YNWoUxowZQ1tDTk4O+vr68PLygru7u1BiQLrk5uZiyJAhiIiIEEp4N2HCBNoJ74DS5I3iKOu1sba2RseOHcHlcsvVOH36NBYtWoQFCxagVatWIITgzp078PPzw4oVK8Dj8bB48WIMHToUmzdvrtDPoEGDcP78eamT8KmpqeHhw4ewsLCAnp4eIiIiYG9vj5SUFHTp0qXcoUVtbW3aPRh05+pcvnwZK1euxNq1a2Fvby8y56devXq0dOTk5PD27VuRHsuXL1/Czs4OeXl5lWqEhITg2LFjOHjwIHR0dGidVxxbtmyBt7c3Zs6cifbt24MQgpiYGOzYsQNr1qyBl5dXlbVZ6MEGPyw1QmUZTulmbV27di02b96Mrl27wtnZWaR0A52Jg9ra2sjPzwePx4OioqJQWQmA/k36xy9CQgiysrJw4MABdOzYkZqYXRlXr16Fv78/lTG4SZMmmDNnjkRDKeVx6NAhHD16VKKyFGpqarh06ZJI1uMbN26gZ8+etL40xHH79m1MmzYNDx48kGg47/79+4iKikJkZCRu3LgBLpdLTXh2dXWlFQyNGTMG2dnZ2L17N2xtbXH//n1YWlri8uXL8PLywsOHD2l5adiwId69e4f8/Hxoa2uDEIKPHz9CVVUV6urqyM7OhqWlJSIiIsrNPt6qVSusXr0abm5uQu2XLl2Ct7c34uLi8O+//2LevHlIT0+v1FNubi4OHjyIffv2ITk5Gd26dcOECRPg7u4uEjiUh5mZGS5cuAB7e3s4ODhg8eLFGD58OG7duoWePXvi06dPYo/7GT+UyoaFfwyqyP+XcKnss1P2wygwMBCTJk0SmtvH5/MRGxsLLpdLa9JzixYt8PTpU5SUlMDc3FzkfkP3vtWwYUOsXLlSJOgPDQ2Fj48Pnj9/TkuHpeqwwQ+LxPD5fJw6dUoonb+7uzvk5ekvHjQ3N8f06dOxaNEiqbw0bNiw3Oc4HA5Ve6wiKrth071J/+ilrIeiS5cuWLJkCTQ0NCrV2L59O7y8vPD777+jbdu2AEqDhOPHj2PLli2YOXMmLS/lkZ6ejubNm0sUsDRo0ADnz5+Hvb29UPuDBw/Qu3dvvH79WiIPcXFxVBD26dMnagVhVbl//z4CAgJw8OBBCAQCWoGUkZERLl26BAcHB2hoaFDBz/Pnz2Fvb4+vX7/SOvfhw4exa9cu7N69G1ZWVgBKa0dNmTIFkydPRvv27TFs2DAYGRnh+PHjYjVUVFSQmJgoMhfq8ePHaNGiBQoKCvDixQvY2dkhPz+flq8yEhMTsXfvXuzevRvq6uoYNWoUpk+fXun8thEjRsDFxQVz587F2rVrERgYCHd3d4SHh8PJyYn2hGdZ8ONqqB8Rt5Dhezp37kzptG3bVmhhhKKiIiwsLDB//nxac/5WrlxZ4fMrVqyoVAMAlJWVkZycDGtra6H2tLQ02NvbM6oWWp2lhobbWGopSUlJxNLSkqiqqlI5Y9TU1IiFhQV58OABbR1ZZDgVCATk+fPnJC8vr8oaxcXFxMPDgzHZVk1MTMi2bdtE2rdv306MjY2l0s7PzyezZ8+mXWqjjJ07d5Ju3boJzdHJysoiPXr0oJIVVsaTJ0/I8uXLibW1NZGXlyfdu3cn+/btE8qPIgkJCQlky5YtpF+/fkRbW5twuVzi7OxM5s+fT+t4WSW8s7S0LDfPT8OGDQkhhMTExBAjI6NyNRwdHcnYsWOFSrIUFxeTsWPHEkdHR0IIIdHR0cTCwoK2L0KkS8KXm5tLMjMzCSGE8Pl8smHDBtK3b1/i5eVF5ZKiA4/HI8eOHSOrVq0iq1evJsePHyclJSUSXYes8PDwIJ8+fary8SUlJcTHx4dkZGRI7aVp06Zk7dq1Iu2rV68mzZo1k1qfpXLY4IdFIlq3bk369u0rdAN8//496devn0T1emSR4ZTP5xMFBQVa6eQrQhaTpmWFuro6SUtLE2lPTU2VKEndj5PUtbS0CJfLJRoaGlTiO7o4OjoSdXV1oqCgQKysrIiVlRVRUFAg6urqtJMncjgc0rJlS+Lv70+ysrIkOr+4a5OXlyfOzs5k3rx55OzZsxJ/qckqq7KKigq5c+eOSHtcXBxRUVEhhBDy/PnzCt+7mJgYoqurS/T19UnXrl1Jt27diIGBAdHV1aUm+u7fv59s3LixUj+ySsInC2T1QykqKqrCrTpRV1enMoNLw/HjxwmXyyVubm5UYOjm5kbk5eXJyZMnpTfKUilskkMWibh//z7u3r0LbW1tqk1bWxtr166tNAng91hbW8Pb2xu3b98WO4mRzlwdOTk5NGrUCLm5uVItUx8wYAD+/fdfqSZNA6VLr319fXH16lWxk7jpDMH169cPp06dwoIFC4TaT58+jb59+9L2EhAQIPS4bAiudevWQu8dHWSRMPHx48do3Lix1DoAqDlUdCe6ikMWCe+A0iGVKVOmYPfu3VSep8TEREybNg1dunQBACQlJVU4PNuuXTu8ePECBw8eRGpqKggh+P333zFixAhqqLS8NAk/IqskfEDpEGlISAjS09MRGBgIAwMDhIWFwczMDE2bNq30+IkTJ6Jp06ZC94sPHz7Aw8MDkydPxq1bt2hdk6urq0jb9/N/JJkvJm3uoq5duyIyMhIeHh60zymOQYMGITY2Fv7+/vj333+pFAlxcXEi+cJYfg7snB8WiXB0dMSWLVuoG3sZ165dw+zZs5GUlERLRxZzdQDZrNSSxaRpABg+fDiioqIwevRoGBsbi0zQnD17dqUaa9aswebNm9G+fXuhOT8xMTGYN2+e0Bd+eb54PB7Wrl2L8ePHlzvJlkX6hHdlGqNHj8bVq1epAJ7H46Fr1644cOAADA0NERERgZKSEokS+1WVAwcOYPDgwVIn4YuKikKvXr3Qvn17XL9+HSkpKbC0tMTGjRsRFxdX7vyl71FRUcHdu3dFAqXk5GS0bNkSBQUFtLz8OLm6bOWit7c31q5dSzuTtixyF+3cuRM+Pj4YOXKk2HtFTSchZaEPG/ywSMSFCxewcOFC+Pj4UOnyb9++jVWrVsHX11doRZA0v8zpIouVWrIKxLS0tHD+/Hm0b9+e1v6SepHEl4aGBpKSkios61Gd8Pl8+Pv7459//hH7q7uy92ngwIHYt28f6tWrh4EDB1a4b3VOxi3j8ePHVK9NkyZNYGNjI9Hxskj7IEvatm2LwYMHY+7cuUITwu/cuYP+/fsjMzOzUg1Z/VAqj+vXr8PLywvx8fG09m/evDmmTJmCGTNmUNfUsGFDTJkyBcbGxpVOZgYqTkha2cqzz58/0/IJVM+981eHHfZikYj//e9/AEpzv5T1bJTFz2XDMoTmElRZ8OPwTlWQ1bJSbW1tqXJ/yNKLrLrnAekDF6B0lczu3bsxd+5ceHt7Y+nSpXjx4gX+/fdfWl/umpqa1OdNU1Oz3P0kyZL78eNHxMXFiQ04JMk7BABNmjSpcubqytI+SBr8yKIsRVJSEg4dOiTSrq+vj9zcXFoa69atw6xZs8T+UNqwYYNQMFCVL3t9fX08efKE9v7p6eno06cPgNJSJnl5eeBwOPDy8kKXLl1oBT8/fk4kQUtLq9LPZ3XeO3912OCHRSIiIiJkpvX69WucOXNG7E16y5YttDQkSapYGcXFxXj+/DmsrKwkWrZfxurVq7F8+XKEhoZKXScMkC7tfa9evbBkyRIkJydL3T0vbeACAH///TeCg4PRp08frFy5EsOHD4eVlRWaN2+O27dvVzq0+P2QRNeuXTFq1Cix+/04V6o8zp49i5EjRyIvLw8aGhoiAQfd4IfP52Pfvn3lzvO6du1apRpr1qzB2rVrpU77AFQ+tEMXLS0tZGVlifREJiYm0k6aKKsfSj+W/yD/nz/L19dXopIXOjo6+PLlCwDA1NQUycnJsLe3x8ePHyVOIQAAhYWFEg0vyvLeySIDamKWNQvLlStXiKqqKmnatCmRl5cnjo6OREtLi2hqapLOnTtLpPX06VOydOlSMmzYMCp9/cWLF0lycjKt4/Py8sj48eMJl8slXC6XWvnl6elJ1q9fT9uHo6Mj0dDQIOrq6qRZs2a0V0L9yO7du0nTpk2JoqIiUVRUJE2bNiXBwcG0jyeEUGUSxG2SlrewtLQk586dI4SUrnZ5+vQpIYSQwMBAMnz4cFoaqqqq5OXLl4QQQoyMjEh8fDwhhJD09HRSr149ifxoamqSs2fPirR7eXlVuKT8exo1akRmz54tVZoEQgiZMWMGUVNTI0OGDCGzZ88mc+bMEdroIIu0D2XIqizFggULSIcOHUhWVhbR0NAgaWlpJDo6mlhaWhIfHx9aGpGRkbS3iij7zP74OW7bti1JSUmhfU3Dhw8nfn5+hBBC1qxZQ/T19cnEiROJubk5GTBgAC0NHo9HVq1aRUxMTITuFcuWLSO7d++m7YWl5mGDHxaJef/+Pdm0aRMZP348mTBhAtm8eTPJzc2VSKNly5bE29ubEPLtJv3lyxfSr18/8ueff9LWiYyMJCoqKqRbt25EUVGRuhlt2LCB9pLlWbNmEWdnZ3Ljxg2ipqZGaZw+fZrKs0IHHx+fCjc6LFu2jKipqZHFixeT06dPk9OnT5PFixcTdXV1snTpUtpeZIksApfGjRuT27dvE0II6dChAxVUHjlyhOjr60vk5+LFi0RTU1NomfPMmTOJsbEx7S9DVVVVmQQcurq65Pz581JpyCLtQxmqqqrUUmxdXV1qSfmjR49oB4aElC6ZHzFiBBV0KCgoEA6HQ0aNGkV4PJ5MvNLlxYsXQltGRgatOmc/IovcRStXriSWlpbk4MGDREVFhfoMHT16VKJUH4QQcv36dTJy5EjStm1b8vr1a0JIaUqDGzduSKTDUjXY4IdFIiIjI0m9evWImZkZGTBgABkwYABp0KABqVevXqW/4L7n+x4ELS0tqpfm3r17EhUBbdOmDfVr7sdkdSYmJrQ0GjRoQOVT+V4jLS2NaGho0PYiC3R1dcmhQ4dE2g8dOkR0dXUrPFZbW5u8e/eOEELIuHHjqpxA8EdkEbgsWrSISup27NgxIi8vT6ytrYmioiJZtGiRxJ4OHz5MtLW1yZ07d8i0adOIiYkJefLkCe3jBwwYQI4ePSrxeX/E2NhYovOKY926dURPT4+MHTuWbN68mQQGBgptklC/fn0q4GnevDn1Wbp586bEPWyElAa4R48eJf/884/Y/FOVIYsfSkzCysqKXLlyhRAifK9ISUmRKHfS8ePHiYqKCpk4cSJRUlKidHbs2EF69eole+MsIrBzflgkYsaMGRg6dCiCgoKoYo18Ph/Tp0/HjBkzkJycTEtHTU0NRUVFAAATExOkp6dTS2JzcnJo+5HFxMx3797BwMBApL1sQqSkxMfHU6U/7OzsJMrbwefz4eLiItLu7OwMHo9X4bHFxcX4/Pkz9PT0EBoaig0bNtAqqVEZAwYMwNWrV9G6dWvMnj0bw4cPx549e5CRkUG7AKOvry/1799//x3169fHzZs3YW1tXaXlwcOGDcOHDx/QoUMH6OvrIyoqSqRUwI+cOXOG+nefPn2wYMECPHr0SGyeKbqe5s2bh8DAQGzfvr1KnxUA2LVrF9TV1REVFSVSyoHD4dBOtQAAv/32G8LDw2Fvb48hQ4Zg9uzZuHbtGsLDw2kvCS9jz5498Pf3R1paGgCgUaNGmDNnDiZOnEjr+KioKPTr1w+amprUZ3rr1q1YtWoVzpw5U2FZivIKxopDktdHIBDg6dOnYudndezYsdLjMzMzxX7OBAIBSkpKaPtYs2YN/vrrL4wZMwZHjhyh2tu1a4dVq1bR1mGpOmzwwyIR6enpOHHihFCVai6Xi7lz52L//v20ddq0aYOYmBjY2dmhT58+mDdvHpKSknDy5ElqZQgdZDExs2XLljh//jw8PT0BfJtgHBwcTOXaoUN2djaGDRuGyMhIaGlpgRCCT58+oXPnzjhy5IhINWlxjBo1CkFBQSITvnft2oWRI0dWeGzbtm3Rv39/ODs7gxCCWbNmiSz9L2Pv3r20r+vHwMXMzAwxMTFVDlyA0vdfkve5vASUBgYGaNGiBf7880+qrbzJ8uKSNYr7opFktU10dDQiIiJw8eJFNG3aVCSIorO6SpZFLLdv307VhVqyZAkUFBQQHR2NgQMHwtvbm7aOt7c3/P394enpSf0N3Lp1C15eXnjx4gXWrFlTqYY0P5T8/f1p+ZQkOLx9+zZGjBiBly9fUhOvv9eh8543bdoUN27cgLm5uVD7sWPHJPqR8+TJE7HBVr169fDx40faOixVhw1+WCTCyckJKSkpInlMUlJSxGaTLY8tW7ZQxSN9fHzw9etXHD16FNbW1rRvfEBpAcZFixbh2LFj4HA4EAgEiImJwfz582mv2Fm/fj169uyJR48egcfjITAwEA8fPsStW7cqLar4PZ6envj8+TMePnxIVRZ/9OgRxo4di1mzZtGu6r5nzx5cvnxZaHnwq1evMGbMGKEg4Mcv+YMHD8Lf3x/p6engcDj49OmT1AUSS0pKMHnyZHh7e8PS0hIA0Lp1a7Ru3VoincoC48req8TERLHtVlZW+Pz5M/V8Rb0v0ixTLg8tLS2JVlH9bL5PtSAnJ4eFCxdi4cKFEusEBQUhODgYw4cPp9r69euH5s2bw9PTk1bwI80PpfICQiLFCsipU6fCxcUF58+fF5uElA4rVqzA6NGjkZmZCYFAgJMnT+LJkyfYv38/zp07R1vH2NgYT58+FcnDFR0dTf2dsfxc2CSHLBJx9OhRLFy4EJ6enkJfzjt27ICvry/1pQ+UJhX72ZSUlMDDwwNHjhwBIQTy8vLg8/kYMWIE9u3bJ3TjrYikpCRs3rxZKNvvokWLRCqZV4SmpiauXLkiUuYjLi4OPXr0oPWLrqwCdWVwOJwKl1E3bNgQd+/eha6uLi29itDS0kJCQoJUN+UfS2qUlJQgPz8fioqKUFVVpZUrqC4ji7QPZfD5fJw6dYoaerW1tYW7u7tE6Ru0tbURFxcnUjYmNTUVrVq1ovVZbt++PRYsWCDS4/bvv/9iw4YNtMtbANIPwQGlQ+3379+vdHi0Mi5duoR169YJ3SuWL18uUQbvjRs3IjQ0FHv37kX37t1x4cIFvHz5El5eXli+fDlmzpwplUcWGtTgfCOWWkhFS6i/X5JKdzl1UVERefXqFXn58qXQJilPnz4lx44dI0ePHpW60GlVUVdXL7fCd3VPnJYlHh4e1KRyWZKamkq6du1KwsLCZK5dGZ6enmInE2/bto3Mnj27Wr3IMu2DrIqJzpw5k3h5eYm0z5s3j0yfPp2WxpEjR0iDBg3Ipk2byI0bN8iNGzfIpk2biIWFBTly5Ai5f/8+tVWErFZAdu7cmVy8eJH2/j+bP/74g6ioqFD3TmVlZarYLsvPh+35YZGIly9f0t73x3Hx70lNTcWECRNw8+ZNoXYiRYZTIkWXuLQTIQHA3d0dHz9+xOHDh2FiYgKgdILkyJEjoa2tjVOnTknsiwnIqvaZOO7evYtRo0bh8ePH0tqUCFNTU5w5cwbOzs5C7QkJCejXrx9ev35NW+v48ePlZr9OSEio9PhWrVqhZ8+eWLVqFVV2wcDAACNHjkTPnj0xbdo02l7atGkDAwMDhIaGihQTzc7Opt3b4unpif3798PMzEzs8Ov3c5vK65mqqBQEUPp3SufvXU9PD9u2bRMaggOAw4cPw9PTk/YCiVOnTmHZsmVYsGCB2EnukvRU3717V6hn7cfPEV3y8/Px6NEjCAQC2NnZQV1dvUo6LJLDBj8sVeLRo0ciN3sOh0O78nj79u0hLy+PxYsXix1/lyRzq7Rd4rKYCAkAr169gru7O5KTk2FmZgYOh4OMjAzY29vj9OnTqF+/Pi0dWZQnkCWyqn0mjsTERHTq1EmiukeyQFlZGcnJySJDIE+fPkWzZs1oz5XaunUrli5dirFjxyI4OBjjxo1Deno67ty5gxkzZmDt2rWVamhoaODevXuwsrKCtrY2oqOj0bRpU9y/fx/u7u548eIF7euSVTFRWQy/yuqHkiyG4ADxwRjdAKyM169fY/jw4YiJiYGWlhaA0jIp7dq1w+HDh9lCwrUIdsIzi0Q8e/YMAwYMQFJSEnXjAL71ttANFO7du4f4+Pgq10MqQxarUmQxERIAzMzMkJCQgPDwcDx+/BiEENjZ2aFbt260NWRVnkCWyGI10vfLzIFvJQq2b98uVSHYqmJtbY2wsDCRuRUXL16UaG7Tn3/+iV27dmH48OEIDQ3FwoULYWlpieXLl9OexySrtA8AYGNjg7dv34oEP9nZ2RLNdZFFKYaKAhpJkGYF5PfI4nM8fvx4lJSUCC36ePLkCcaPH48JEybg8uXLtHQKCwuxbds2REREiO1tptNjyCIdbM8Pi0T07dsXXC4XwcHBsLS0RGxsLN6/f4958+Zh8+bN+O2332jptGzZEv7+/kJV4KuCLLrEZTURUhbIovK0rClvmTmHw4GysjKsra3h7u5eYVHXH391czgc6Ovro0uXLvDz84OxsbFMPVfG3r17MXPmTCxYsICqOn716lX4+fkhICAAkyZNoqWjqqqKlJQUmJubw8DAAOHh4XBwcEBaWhratGlDK9dU//790adPH0yaNAkLFy7EqVOn4OHhgZMnT0JbWxtXrlyhfV0XLlzAwoULxRYT9fX1Ffp7q67K4eJ6iQH6uZRkMQQnK1RUVHDz5k2RZe0JCQlo37497Z61ESNGIDw8HL///jsMDQ1FfnCtWLFCZp5ZxMP2/LBIxK1bt3Dt2jXo6+tDTk4OXC4XHTp0wPr16zFr1qxylyT/yIYNG7Bw4UKsW7dO7Pg73RuzNEkBy2jdujWePn0qdfAza9YsWFtbi8yB2b59O54+fUqrAr0sKk+XIYt5TEDp0FRCQgL4fD5sbGxACEFaWhq4XC6aNGmCP//8E/PmzUN0dDTs7OzK9cIkxo8fj6KiIqxduxarV68GAFhYWCAoKEiiiu5GRkbIzc2Fubk5zM3Ncfv2bTg4OOD58+ciQ6jlIau0D4DsionKAln1EicnJ8PJyQlA6d8HUJrEVF9fXyhXEN0eW2mCsQYNGohNZsjj8WjnFQOA8+fP48KFCzXS68lSChv8sEgEn8+nJuXp6enhv//+g42NDczNzfHkyRPaOmVDQT9mnZX0xlzVLvHvK0V7enpi3rx5ePPmjVQTIU+cOCEyvAOUZm319fWlFfzIqvK0rOYxAaB6dUJCQqig9PPnz5gwYQI6dOiASZMmYcSIEfDy8sKlS5fEasii90jWTJs2DdOmTcO7d++goqJSpcmmXbp0wdmzZ+Hk5IQJEybAy8sLx48fx927dzFw4MBKj+fz+Xj16hX1GRDWbBcAACeGSURBVFNVVRVK2CgpTKocPnv2bDRs2BBXrlyBpaUl4uLikJubS/US00VW1ySLYGzjxo3w9PTEjh074OzsDA6Hg7t372L27NkSXZOpqalMsq+zSEF1Li1jqf106NCBnDp1ihBSWiW5Z8+eJDo6mowZM4Y0bdqUto40VZ69vLyozdPTk2hoaJCmTZuSCRMmkAkTJpCmTZuSevXqkZkzZ5arUV6l6Kou2SeEECUlJbH1j9LS0oiSkhItDVlUniaEEAcHBzJ48GDy6NEj8uHDB/Lx40ehTRJMTEzIw4cPRdqTk5Op+mnx8fEV1h5zdXUl9erVI2pqasTJyYm0aNGCqKurE01NTdK6dWuipaVFtLW1xZ7nZ7BixQry4sULqXX4fD4pKSmhHv/zzz/UMvri4mJaGkpKSuTZs2dSe2Eaurq61DL2evXqkcePHxNCCLl69apEBYNlxf/+9z/i7u5OsrOzibq6Onn06BG5ceMGadWqFbl+/Xq5x5V9Nss2RUVFIicnRxQVFYX+ra2tTdvLhQsXSM+ePWXyGWSpGmzPD4tELFu2DHl5eQBK69P873//w2+//QZdXV0cPXqUtk5FdX0q48ehtbJlpj92iT98+LBcDVmWFChDFpNoZVWeIC0tDcePH5fJPKZPnz4hOztbZEjr3bt31CotLS0tkWGE75FF75EsOXv2LNasWYNOnTphwoQJGDhwIJSVlSXWkZOTQ3FxMRISEpCdnQ0lJSWqVzMsLIzW6kd7e3s8e/aswlV1kpKfny92aKc6Eo+WIateYlnx45C9nJwcrSF7Oj22kuLi4oLCwkJYWlpCVVVVpLf5V0/6WS3UdPTFUvvJzc0lAoGgSsfm5eWRlJQUoYRnlSU9kzXr1q0je/bsEWnfs2cP8fX1pa2zZ88eoqKiQpYvX071YHl7exNVVVWya9cuWVquFFkmdBsxYgRp2LAhOXnyJHn16hV5/fo1OXnyJLG0tCSjRo0ihJRWWXd2di5XQxa9R7Lm/v37ZM6cOcTAwIBoaWmRqVOnkri4OIk0Ll68SPT09MrtPaTDpUuXiKOjIzl79iz577//yKdPn4Q2ScjOziZ9+vQhcnJyYrfqRFa9xLJCS0uLqp5uaWlJrl27RggpTZCqoqJSrV66du1KGjVqRHx9fUlISAjZt2+f0Mby82GDH5YaQdY36bS0NBIWFkby8/MJIUSiYMzc3JzExMSItN++fZtYWFhI5OPPP/8kpqam1Bdgw4YNSWhoqEQasuDkyZPEzs6OhISEkLt370oVXH758oVMnDiR6uIv6+afNGkS+fr1KyGEkMTERLHZrctQU1MjERERIu0RERFEXV2dEEJIenp6jWTCLikpISdPniR9+/YlCgoKpFmzZiQgIIDW8KCVlRWZPn06efPmTZXP/2PAVLZJOuxKSGmg2q5dOxIXF0fU1NTI5cuXyYEDB4iNjQ05d+5clT1WhbCwMHLixAlCSOl7a2trSzgcDtHT0yNXr16tVi+EyCYYGzFiBNm1axd58uSJVF5UVFTIvXv3pNJgkQ42+GGpEWR1k87JySFdunShvijKftmNHz+ezJ07l5ZGeXMu0tPTac/V+ZHs7Gzy5cuXKh0rC2Q1j+l7vnz5Qu7fv0/u3bsn8bXJovfoZ1FUVESOHDlCevToQeTl5UnHjh2JjY0N0dDQIEeOHKnwWA0NDfL06VOpzi/N/LcfMTIyIrGxsZS3si/p06dPk/bt20vlUxZI00ssLbIIxiZPnkxsbGwIh8MhxsbGZNiwYSQoKIikpKRI5KVFixbk1q1bEl8Di+xggx+WGkFWN+nRo0cTNzc38urVK6Kurk4FP5cuXSJ2dna0NKytrcmBAwdE2vfv308aNmxI20sZ2dnZ5MaNGyQ6Opq8e/dO4uNlwYsXLyrcqhtZ9B7Jmrt375IZM2YQHR0dYmxsTBYtWiQ0YX3z5s3EwMCgQo1x48aR3bt3S+3lw4cPZPPmzWTChAlk4sSJxM/PT+KJ6YSU/i09f/6cEFLaoxkdHU0IIeTZs2fVPrRThjS9sj+bqgZjWVlZ5PDhw2TKlCmkSZMmRE5OjhgZGdE+/tKlS6Rdu3YkIiKC5OTkSDXUyVI12OCHpUaQ1U3a0NCQ6j7+Pvh59uwZUVNTo6Xh6+tLdHV1yd69e6ngYM+ePURXV5esW7eOtpevX7+ScePGES6XS/W2yMvLk/Hjx5O8vDzaOnUZaXqPZIm9vT3hcrmkd+/e5NSpU4TH44nsk52dTTgcToU6eXl5pHfv3mTs2LFk8+bNJDAwUGijw507d4iuri4xNTUlAwYMIP379yf169cnurq6JD4+XqLrcnFxoQrFuru7k9GjR5PXr1+ThQsXEktLS4m0pEUWvbKyoqSkhHC5XJKUlCQTva9fv5KwsDCyePFi0qZNG6KoqCjRCjZxw5zS9syySAa72oulRrCxscGTJ09gYWEBR0dH7Ny5ExYWFvjrr78kyvabl5cHVVVVkfacnBwoKSnR0li4cCHev3+P6dOnU6tjlJWVsWjRIixZsoS2l7lz5yIqKgpnz56lkpdFR0dj1qxZmDdvHoKCgmhryYL09HQEBAQIFWCcPXs2rKysqtXH96irq1friqPyGDx4MMaPH19hYjp9ff1KkzMeOnQIly5dgoqKCiIjI4US7XE4HFpFX728vNC3b18EBwdDXr70lszj8TBx4kTMmTMH169fp3lVwJw5c5CVlQWgNEuwm5sbDh48CEVFRYSGhtLWkQVeXl5QUFBARkYGbG1tqfahQ4fCy8sLfn5+1eZFXl4e5ubmUid2XLRoEaKionD//n00a9YMHTt2xJIlS9CxY0eq1hcdmJSP6VeFLW/BUiP8/fffKCkpgYeHBxITE+Hm5oacnBzqJj106FBaOn369IGTkxNWr14NDQ0NPHjwAObm5hg2bBgEAgGOHz9O29PXr1+RkpICFRUVNGrUiHbwVIaenh6OHz8OV1dXofaIiAgMGTIE7969E3scnWR4ZdAtbHrp0iX069cPjo6OaN++PQghuHnzJu7fv4+zZ8+ie/futM9ZVygv0aI46JZJMDIywqxZs7B48eJKq5iXh4qKChITE0Xq3D169AguLi4SJbf8HkIICgoK8PjxYzRo0AB6enpV0qkqRkZGuHTpEhwcHKhSLZaWlnj+/Dns7e2prNbVRUhICI4dO4aDBw9WOZmmnJwc9PX14eXlBXd3d6Ggji4lJSXo0aMHdu7cicaNG1fJB4v0sD0/LDXC99mXHR0d8eLFiyrdpDdt2gRXV1fcvXsXxcXFWLhwIR4+fIj3798jJiZGIk/q6upo2bKlRMd8T35+PgwNDUXaDQwMKvwC09TUpP5NCMGpU6egqalJle2Ij4/Hx48fJQqSFi9eDC8vL/j6+oq0L1q06JcMfuiWXpGksG1xcTGGDh1a5cAHKC3lkpGRIRL8vHr1qkpZgPfs2QN/f3+kpaUBABo1aoQ5c+Zg4sSJVfZYFWTRKytLtm7diqdPn8LExATm5uZQU1MTep5OMdHExERERUUhMjISfn5+4HK56NSpE1xdXeHq6korGFJQUEBycnKVCyizyAa254elxpDVTfrNmzcICgpCfHw8BAIBnJycMGPGjGovltm1a1fo6upi//79VMK8goICjB07Fu/fv6dVoHLRokV4//49/vrrL3C5XAClyeKmT5+OevXqYdOmTbS8KCsrIykpCY0aNRJqT01NRfPmzalEiizS4eXlBX19ffzxxx9V1pg1axZOnTqFzZs3o127duBwOIiOjsaCBQswaNAgiZLseXt7w9/fH56enmjbti2A0uR+27dvx+zZs7FmzZoq+5QUWfbKyoLK6uJVpZjo/fv3ERAQgIMHD0IgENAeVps3bx4UFBREfpywVB9s8MNSIzDpJi0rkpKS0KtXLxQWFsLBwQEcDgf37t2DkpISLl++jKZNm1aqoa+vj+joaNjY2Ai1P3nyBO3ataNVJRwAzMzMsGXLFgwePFio/Z9//sH8+fORkZFB/8JYymXWrFnYv38/HBwc0Lx5c5FMvXSGz4qLi7FgwQL89ddfVDFeBQUFTJs2Db6+vhL1kujp6WHbtm0YPny4UPvhw4fh6emJnJwc2lrS8ujRI7i6usLZ2RnXrl1Dv379hHpla3LumTQkJiYiMjISkZGRuHHjBj5//gxHR0d07tyZ9o+Tskr11tbWcHFxEemF+tnV6VnY4IelhpDVTbqyyaCSVC+XBQUFBTh48CAeP34MQgjs7OwwcuRIqKio0DpeW1sbISEh6N+/v1D7v//+i3HjxuHDhw+0dFatWgV/f38sXrxYqDdhw4YNmDdvHpYtWybppbGIoXPnzuU+x+FwcO3aNdpa+fn5SE9PByEE1tbWYoeMKkNbWxtxcXFie/xatWqFjx8/SqwpDUzplZUV2tra+Pr1KxwcHKihro4dO1IlW+giy88NS9Vggx+WGkFWN2lxcy2+H0uXdnWHJKxfvx6GhoYYP368UPvevXvx7t07LFq0qFKNuXPnYt++ffjjjz/Qpk0bAKUV2n19fTFmzBjavwgJIQgICICfnx/+++8/AICJiQkWLFiAWbNmsfMN6iienp5QUFAQ+ZzMnz8fBQUF2LFjRw05q3m0tbXFfu45HA6UlZVhbW0NDw8PjBs3rlyNc+fOVSnYYWEebPDDUiPI6ib96dMnocclJSVITEyEt7c31q5di65du8rMc2VYWFjg0KFDaNeunVB7bGwshg0bRquYqkAgwObNmxEYGEgtWTY2Nsbs2bMxb948ah6QJHz58gUAqjR5lqV2UTacYmZmJhQ8v3r1CmPGjBEalquOoZWPHz8iLi4O2dnZImkDxowZ89PP/z3+/v5Yu3YtevXqhVatWoEQgjt37iAsLAxeXl54/vw5Dhw4gG3btmHSpEnV4unp06dIT09Hx44doaKiAkII+8OkmmCDH5Zq4/ulxjweD/v27UODBg3E3qS3bdsm1bmuX78OLy8vxMfHS6UjCcrKykhJSRGpzv3s2TPY2dlVOsmYx+Ph77//hpubG4yMjKiK6eyvTBa6VDSc8j3VMbRy9uxZjBw5Enl5edDQ0BDJgVTdlcsHDRqE7t27Y+rUqULtO3fuxOXLl3HixAls27YNu3btQlJSUrk6d+7cwbFjx5CRkUHlBSuDbiqK3NxcDBkyBBEREeBwOEhLS4OlpSUmTJgALS2tas2B9KvCBj8s1UZ13phTUlLQsmXLas0l0qhRI6xYsQKjRo0Saj9w4ABWrFiBZ8+eVaqhqqqKlJQUmJubS+WlRYsWtLr46b4nLCyS0rhxY/Tu3Rvr1q2r0vwlWaOuro579+7B2tpaqP3p06dwdHTE169fkZ6ejubNmyMvL0+sxpEjRzBmzBj06NED4eHh6NGjB9LS0vDmzRsMGDAAISEhtLyMGTMG2dnZ2L17N2xtbakcSJcvX4aXlxcePnwo9fWyVAyb54el2vgZWU0fPHgg9JgQgqysLPj6+sLBwUHm56uIsoy8JSUl6NKlCwDg6tWrWLhwIebNm0dLo3Xr1khMTJQ6+OnZsyeCgoJgb29PdfHfvXsXDx48gIeHBx49eoRu3brh5MmTcHd3l+pcLCziyMzMxKxZsxgR+ACAjo4Ozp49Cy8vL6H2s2fPUkkPy3qpymPdunXw9/fHjBkzoKGhgcDAQDRs2BBTpkyRaBL35cuXcenSJdSvX1+ovVGjRnj58qUEV8VSVdjgh6VW4+joCA6Hgx87MNu0aYO9e/dWqxdZlMmYPn065s2bh9evX8PZ2VlkCSzd0hA5OTmYN28evL29hdrXrFmDly9f4vLly1ixYgVWr17NBj8sPwU3NzfcvXsXlpaWNW0FQGl6jWnTpiEiIgKtWrUCh8NBXFwcLly4gL/++gsAEB4ejk6dOpWrkZ6ejj59+gAAlJSUkJeXBw6HAy8vL3Tp0qXSXEJlMC0B5K8IO+zFUqv58VdSWfr5siSDNYE0ZTLKW71WNhGS7uo1TU1NxMfHi+3id3Z2xqdPn/D48WO0bNmSmhDNwiJL9uzZg1WrVmHcuHGwt7cXyYHUr1+/avcUExOD7du348mTJyCEoEmTJvD09BRZpFAeZmZmuHDhAuzt7eHg4IDFixdj+PDhuHXrFnr27CmyAKM8mJYA8leE7flhqdVIOzz0M5CmTAadFWF0UFZWxs2bN0WCn5s3b1KBoUAgYH9lsvw0ylZMrVq1SuQ5SQJ5WdK+fXuq6HBV+O233xAeHg57e3sMGTIEs2fPxrVr1xAeHi7RylJZluVhqRps8MNS69i6dSvtfelU1WYSsgrmPD09MXXqVMTHx6Nly5ZUF//u3bupUgyXLl1CixYtZHI+FpYf+XFpOxNIT09HSEgInj17hoCAABgYGCAsLAxmZma0MrBv376dWrW5ZMkSKCgoIDo6GgMHDhQZYq4IOzs7PHjwAEFBQeByucjLy8PAgQNrdQLI2gY77MVS6/hxKXl5cDgcWiusmMijR4/ELqWVZKjg77//prr4AcDGxgaenp4YMWIEgNJs1GWrv1hY6jpRUVHo1asX2rdvj+vXryMlJQWWlpbYuHEj4uLiKh1q+jEVhTRkZGTAzMxM7IrMjIwMNGjQQCp9lsphgx+WOkPZR7k2Jwl79uwZBgwYgKSkJKGJ3GXXVBNDBSwsdNm6dSsmT54MZWXlSntoq7tXtm3bthg8eDDmzp0LDQ0Nann5nTt30L9/f2RmZlaqIatUFFwuF1lZWTAwMBBqz83NhYGBAft3Xg2ww14stR5ZVYdnArNnz0bDhg1x5coVWFpaIi4uDrm5uZg3bx42b95c0/ZYWCrE398fI0eOhLKyMvz9/cvdj8PhVHvwk5SUhEOHDom06+vr0y4YLKtUFOVlcv769SvbE1tNsMEPS62mvOrwXl5eePHiRa2rDn/r1i1cu3YN+vr6kJOTg5ycHDp06ID169dj1qxZSExMpKXD5/Ph7++Pf/75R+zwWXVn12X5Nfh+wv73/2ZCr6yWlhaysrJEhs0TExNhampKS0PaVBRlWe45HA68vb2Flrvz+XzExsbC0dGRlhcWKSEsLLUYXV1dcujQIZH2Q4cOEV1d3RpwJB1aWlokPT2dEEKIpaUluXbtGiGEkKdPnxIVFRXaOt7e3sTY2Jhs2rSJKCsrk9WrV5MJEyYQXV1dEhgY+FO8s7D8yO7du0nTpk2JoqIiUVRUJE2bNiXBwcE14mXBggWkQ4cOJCsri2hoaJC0tDQSHR1NLC0tiY+PDy0NDocjssnJyVH/rwxXV1fi6upKOBwOadeuHfXY1dWV9OjRg0yePJmkpqZKe6ksNGB7flhqNXw+Hy4uLiLtzs7O4PF4NeBIOpo1a4YHDx7A0tISrVu3xsaNG6GoqIhdu3ZJlCzu77//RnBwMPr06YOVK1di+PDhsLKyQvPmzXH79u1atwqOpfbBtF7ZtWvXwsPDA6ampiCEwM7ODnw+HyNGjMCyZctoaUibiqIsy/24ceMQGBjI1u2rQdgJzyy1GllVh2cKly5dopa9Pnv2DP/73//w+PFj6Orq4siRI7RziaipqSElJQUNGjSAsbExzp8/DycnJzx79gwtWrSgnYyNhaWq6OnpYdu2bRg+fLhQ++HDh+Hp6YmcnJwa8ZWeno7ExEQIBAK0aNECjRo1on3s9evX0a5dO8jLC/cb8Hg83Lx5Ex07dpS1XZafBNvzw1Lr+L46PIfDwe7du3H58mWx1eFrG25ubtS/LS0t8ejRI7x//x7a2toSzZeoX78+srKy0KBBA1hbW+Py5ctwcnLCnTt32MSGLNUCU3tlraysYGVlVaVjO3fuLHaV1qdPn9C5c2eJVmnJojo8S9Vhgx+WWsePk36dnZ0BlP6iA0pXb+jr69fKysjjx49HYGCgUHFFHR0d5OXlwdPTk3a9sgEDBuDq1ato3bo1Zs+ejeHDh2PPnj3IyMgQKezIwvIzGDVqFIKCgkR6ZXft2oWRI0dWux9CCI4fP46IiAhkZ2eLJGGkE3CQclZp5ebmikx+rojKqsOz/HzYYS8WFgZRXv6PnJwcGBkZVfkXc2xsLGJiYmBtbV0jNZVYfj08PT2xf/9+mJmZie2V/b7W148B0s9g1qxZ2LVrFzp37gxDQ0ORICYkJKTcYwcOHAgAOH36NHr27CnUe8rn8/HgwQPY2NggLCyMlpfmzZtjypQpVHX4+/fvC1WHp1sglaXqsD0/LCwM4PPnzyCEgBCCL1++COX64PP5uHDhgkhAVB4lJSWYPHkyvL29qUnSrVu3RuvWrX+KdxYWcSQnJ8PJyQmAaK9scnIytV91LX8/ePAgTp48id69e0t8rKamJoDSnh8NDQ2oqKhQzykqKqJNmzZULTM6yKo6PEvVYYMfFhYGoKWlBQ6HAw6Hg8aNG4s8z+FwaN8QFRQUcOrUKYlqDbGwyJqylU1MQVNTU6IVk99T1iukr68PHx8fKj/Pixcv8O+//8LW1hZ6enq09XR0dPDlyxcAgKmpKZKTk2Fvb4+PHz8iPz+/Sh5ZJIMNflhYGEBERAQIIejSpQtOnDgBHR0d6jlFRUWYm5vDxMSEtt6AAQPw77//Ck0OZ2H5lfHx8cHKlSuxd+9eoZ4bSUhMTMT+/fsxdepUfPz4EW3atIGCggJycnKwZcsWTJs2jZaOrKrDs1Qdds4PCwuDePnyJRo0aCD1UMDatWuxefNmdO3aVWwmWjbPD8uvRn5+PgYOHIiYmBhYWFgIzTkCgISEhEo19PT0EBUVhaZNm2L37t3Ytm0bEhMTceLECSxfvhwpKSm0vLx//x6FhYUwMTGBQCDA5s2bER0dDWtra3h7e0NbW7tK18hCHzb4YWFhEGFhYVBXV0eHDh0AADt27EBwcDDs7OywY8cO2jfFH1P4f09trnbPwlJVhgwZgoiICPz+++9iJzyvWLGiUg1VVVU8fvwYDRo0wJAhQ9C0aVOsWLECr169go2NDe0hq5EjR8LV1RWdOnUSO8zN8vNhgx8WFgZhb2+PDRs2oHfv3khKSoKLiwvmzZuHa9euwdbWtsIVKSwsLOWjpqaGS5cuUT8sqkLz5s0xceJEDBgwAM2aNUNYWBjatm2L+Ph49OnTB2/evKGlM2XKFERFRSE1NRVGRkbo1KkTOnXqBFdXVzRp0qTK/ljowwY/LCwMQl1dHcnJybCwsICPjw+Sk5Nx/PhxJCQkoHfv3rRvriwsLMI0adIE//zzT6XFRyvi+PHjGDFiBPh8Prp27YrLly8DANavX4/r16/j4sWLEum9efMGkZGRiIyMpIIhAwMDZGVlVdkjCz3YCc8sLAxCUVGR6jq/cuUKlaVaR0cHnz9/rvBYSSY3V0deFRYWJuHn54eFCxfir7/+goWFRZU0fv/9d3To0AFZWVlwcHCg2rt27Vql5IQaGhrQ1taGtrY2tLS0IC8vDyMjoyp5Y5EMtueHhYVB9OvXD8XFxWjfvj1Wr16N58+fw9TUFJcvX8bMmTORmppa7rGdO3cWehwfHw8+nw8bGxsAQGpqKrhcLpydnXHt2rWfeh0sLExDW1sb+fn54PF4UFVVFZnw/P79+2rzsmjRIkRFReH+/fto1qwZOnbsiE6dOqFjx47Q0tKqNh+/MmzPDwsLg9i+fTumT5+O48ePIygoCKampgCAixcvomfPnhUe+31elS1btkBDQwOhoaHUJOkPHz5g3Lhx+O23337eBbCwMJSAgICatkCxadMm6OvrY8WKFXB3/7/27j8m6vqPA/jzzjvu5Jc5uDhI4Nrxw6OcDvuBlIX90GLAjWrOinlcQvYPC1DRlham1R8oWq7aWp6MdWGtGi1YYSXXmBw/2hiLRSEkkBpObSiok7vj/f2j8fl2HZgW3Ae852O7P3h93p/P53n+4V73eX8+n7cZJpNJ7kgBh1d+iG5CE1eL7rjjDq96V1cXVq9ejdOnT8uUjIg6Ozvx/fffw+FwoKmpCfPmzZNueM7IyGAz5AdsfohmkcHBwWtuj4uLu67jhIWF4YsvvsBDDz3kVT969CjMZrP0dlmiQOLxeFBbW4vu7m4oFAqkpKQgJycH8+bNkzVXZ2cn9u/fjw8//BDj4+M3tDo8/Tuc9iKaRQwGwzVfcHi9/ynm5ubCarVi7969XotKbtmyRVqkkSiQ9Pb2IjMzE6dOnUJycjKEEOjp6UFsbCzq6+thNBr9mqejo0N60qupqQkXL17EsmXLfO7do5nBKz9Es0hnZ6fX3y6XCx0dHaisrMTrr79+3Y3L5cuXsXnzZthsNrhcLgCASqXChg0bUFFR4fPGZ6KbXWZmJoQQsNvt0vIx58+fR15eHpRKJerr6/2WZeHChRgdHcXSpUulqa4HHngA4eHhfssQ6Nj8EM0B9fX1qKiogMPhuKH9Ll26hL6+PgghkJCQwKaHAlZISAhaWlqwZMkSr3pnZyfuu+8+jI6O+i1LXV0dmx2ZcdqLaA5ISkpCe3v7De8XEhLyn17qRnSz0Gg0k97rNjo6iqCgIL9mycrK8uv5yJdS7gBE9H8XL170+ly4cAE///wzduzYgcTERLnjEc1ZWVlZeP7559Ha2gohBIQQaGlpwQsvvICcnBy545GfcdqLaBZRKpU+NzwLIRAbG4vDhw9jxYoVMiUjmtuGh4dhsVjw5ZdfSi84dLlcMJvNqKqqwoIFC2ROSP7E5odoFnE4HF7Nj1KphE6nQ0JCAlQqzlIT/Ve9vb346aefAAApKSlISEiQORHJgc0PEREFhIMHD2Lfvn04fvw4ACAxMRHFxcUoKCiQORn5G39KEs0ib775JqKiovDcc8951W02G86ePYutW7fKlIxobtuxYwf27duHoqIiafrY6XSipKQE/f392L17t8wJyZ945YdoFjEYDPjoo4+Qnp7uVW9tbcW6detw4sQJmZIRzW2RkZE4cOAAnn76aa96TU0NioqKcO7cOZmSkRz4tBfRLDI0NITo6Gifuk6nw++//y5DIqKbg8fjwV133eVTX758OdxutwyJSE5sfohmkdjYWBw7dsynfuzYMcTExMiQiOjmkJeXh/fee8+n/v777+PZZ5+VIRHJiff8EM0iBQUFKC4uhsvlkhYl/e6771BWVoZNmzbJnI5objt48CCOHDnitd7db7/9hvXr16O0tFQaV1lZKVdE8hPe80M0iwghsG3bNrz99tsYGxsDAGi1WmzduhWvvPKKzOmI5q7rXTBUoVDg6NGjM5yG5Mbmh2gWGh0dRXd3N+bPn4/ExERoNBq5IxER3TTY/BAREVFA4Q3PREREFFDY/BAREVFAYfNDREREAYXNDxEREQUUNj9ENG2qqqqgUCikj0qlwqJFi2C1WnHq1KkZP7/BYEB+fr70t8PhgEKhgMPhuKHjNDc3o7y8HMPDw9OaDwDy8/NhMBim/bhEdP3Y/BDRtDt06BCcTie++eYbFBYWoqamBitXrsSlS5f8miM1NRVOpxOpqak3tF9zczN27tw5I80PEcmPb3gmoml35513SusorVq1Ch6PB7t27UJtbe2kSwlcvnwZwcHB054jPDxcepsvEdEEXvkhohk30YAMDAwgPz8foaGh+PHHH7F69WqEhYXh4YcfBgCMjY1h9+7dWLx4MTQaDXQ6HaxWK86ePet1PJfLhbKyMuj1egQHB+P+++9HW1ubz3mnmvZqbW1FdnY2IiIioNVqYTQaUVxcDAAoLy/Hli1bAAC33367NIX312N8/PHHWLFiBUJCQhAaGoo1a9ago6PD5/xVVVVITk6GRqOByWRCdXX1v/0nJKJpxCs/RDTjent7Afy5On1PTw/GxsaQk5ODjRs3Ytu2bXC73RgfH4fZbEZTUxPKysqQnp6OgYEBvPrqq8jIyMAPP/yA+fPnAwAKCwtRXV2NzZs349FHH0VXVxeeeOIJjIyM/GOWhoYGZGdnw2QyobKyEnFxcejv78eRI0cA/Lm+2h9//IEDBw7g888/R3R0NAAgJSUFAPDGG29g+/btsFqt2L59O8bGxlBRUYGVK1eira1NGldVVQWr1Qqz2Yy9e/fiwoULKC8vx9WrV6FU8ncnkawEEdE0OXTokAAgWlpahMvlEiMjI6Kurk7odDoRFhYmhoaGhMViEQCEzWbz2rempkYAEJ999plXvb29XQAQ7777rhBCiO7ubgFAlJSUeI2z2+0CgLBYLFKtsbFRABCNjY1SzWg0CqPRKK5cuTLl96ioqBAAxIkTJ7zqg4ODQqVSiaKiIq/6yMiI0Ov1Yu3atUIIITwej4iJiRGpqalifHxcGtff3y/UarWIj4+f8txENPP484OIpl1aWhrUajXCwsKQlZUFvV6Pr776ClFRUdKYJ5980mufuro63HLLLcjOzobb7ZY+y5Ytg16vl6adGhsbAcDn3qG1a9dCpbr2xeyenh709fVhw4YN0Gq1N/y9Ghoa4Ha7sX79eq+MWq0WDz74oJTxl19+wenTp/HMM89AoVBI+8fHxyM9Pf2Gz0tE04vTXkQ07aqrq2EymaBSqRAVFSVNHU0IDg5GeHi4V+3MmTMYHh5GUFDQpMc8d+4cAOD8+fMAAL1e77VdpVIhIiLimrkm7h1atGjR9X+Zv2UEgLvvvnvS7RPTWVNlnKj19/f/q/MT0fRg80NE085kMklPe03mr1dDJkRGRiIiIgJff/31pPuEhYUBgNTgDA0N4bbbbpO2u91uqemYik6nAwCcPHny2l9gCpGRkQCATz/9FPHx8VOO+2vGv5usRkT+xeaHiGaFrKwsHD58GB6PB/fee++U4zIyMgAAdrsdy5cvl+qffPIJ3G73Nc+RlJQEo9EIm82G0tJSaDSaScdN1K9cueJVX7NmDVQqFfr6+nym7f4qOTkZ0dHRqKmpQWlpqdTsDQwMoLm5GTExMdfMSUQzi80PEc0K69atg91uR2ZmJl588UXcc889UKvVOHnyJBobG2E2m5GbmwuTyYS8vDzs378farUajzzyCLq6urBnzx6fqbTJvPPOO8jOzkZaWhpKSkoQFxeHwcFBNDQ0wG63AwCWLFkCAHjrrbdgsVigVquRnJwMg8GA1157DS+//DJ+/fVXPPbYY1i4cCHOnDmDtrY2hISEYOfOnVAqldi1axcKCgqQm5uLwsJCDA8Po7y8fNKpMCLyM7nvuCaim8fE017t7e1TjrFYLCIkJGTSbS6XS+zZs0csXbpUaLVaERoaKhYvXiw2btwojh8/Lo27evWq2LRpk7j11luFVqsVaWlpwul0ivj4+H982ksIIZxOp3j88cfFggULhEajEUaj0efpsZdeeknExMQIpVLpc4za2lqxatUqER4eLjQajYiPjxdPPfWU+Pbbb72O8cEHH4jExEQRFBQkkpKShM1mExaLhU97EclMIYQQMvdfRERERH7DR92JiIgooLD5ISIiooDC5oeIiIgCCpsfIiIiCihsfoiIiCigsPkhIiKigMLmh4iIiAIKmx8iIiIKKGx+iIiIKKCw+SEiIqKAwuaHiIiIAgqbHyIiIgoo/wMFX0Ut/na6nwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "CatBoost\n" - ] - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "classes = np.unique(y_test)\n", - "for name, model in models.items():\n", - " print(f\"\\n{name}\")\n", - " X = df.drop(\"fruit_name\", axis=1)\n", - " y = df[\"fruit_name\"]\n", - " X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", - " y_pred = model.predict(X_test)\n", - " plot_confusion_matrix(y_test, y_pred, classes, title=name)" - ] - }, - { - "cell_type": "code", - "execution_count": 91, - "id": "582eec60-8a94-4068-93a4-6d03524bca1c", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_confusion_matrix(y_test_log, y_pred_my_log, classes,title = 'MyLogReg')" - ] - }, - { - "cell_type": "markdown", - "id": "b28cf05c-b565-4b8f-92ac-b90ada440d90", - "metadata": {}, - "source": [ - "В рамках работы были обучены и сравнены несколько моделей классификации для задачи определения фруктов: Decision Tree, Random Forest, Gradient Boosting, CatBoost, а также собственная реализация логистической регрессии.\n", - "\n", - "Для всех моделей была проведена единая предобработка данных с помощью ColumnTransformer, включающая стандартизацию числовых признаков и кодирование категориальных. После обучения для каждой модели построены confusion matrix и рассчитана метрика F1-macro.\n", - "\n", - "Результаты показали, что все модели достигли идеальной точности на тестовой выборке (F1-macro = 1.0). Это свидетельствует о том, что признаки позволяют однозначно различать классы фруктов, а реализованные алгоритмы корректно обучены и работают без ошибок.\n", - "\n", - "Собственная реализация логистической регрессии также продемонстрировала сопоставимые результаты с готовыми моделями из scikit-learn, что подтверждает корректность метода градиентного спуска и мультиклассовой реализации OvR.\n", - "\n", - "Таким образом, можно заключить, что:\n", - "\n", - "*Все рассмотренные модели подходят для данной задачи.\n", - "\n", - "*Собственная реализация логистической регрессии успешно справляется с классификацией и может использоваться для аналогичных задач.\n", - "\n", - "*Предварительная обработка данных и правильное разделение на обучающую и тестовую выборки обеспечивают корректное сравнение моделей." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.18" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{"cells":[{"cell_type":"markdown","id":"e9a2d2b1-19f8-40ad-9769-1c640d25112d","metadata":{"id":"e9a2d2b1-19f8-40ad-9769-1c640d25112d"},"source":["# Задача 8. Сравнение методов классификации\n","\n","** **Дедлайн**: 28.11.2025, 23:59\n","* Полный балл: 15\n","\n","## Задача\n","\n","- [ ] Найти данные, на которых интересно будет решать задачу классификации (больше `1000` строк, больше `5` признаков).\n","- [ ] Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (**Data Cleaning**).\n","- [ ] Выполнить разведочный анализ (**EDA**), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи классификации.\n","- [ ] При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (**Feature Engineering**).\n","- [ ] Используя **подбор гиперпараметров**, **кросс-валидацию** и при необходимости **масштабирование данных**, добиться наилучшего качества предсказания для библиотечных реализаций (например, из **sklearn**) четырёх методов классификации.\n","- [ ] Сравнить все обученные модели, построить их **confusion matrices**. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных.\n","- [ ] (**Доп., +5 балла**) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации."]},{"cell_type":"markdown","source":["[Cсылка на колаб](https://colab.research.google.com/drive/1U70jqn5oNygKLk7ltVQykYPCTEqLt6CU?usp=drive_open#scrollTo=FY5wy1W-sTDn)"],"metadata":{"id":"9nXOX_bcsU8W"},"id":"9nXOX_bcsU8W"},{"cell_type":"code","source":["!pip install catboost"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"py3bqQZ0jOk4","executionInfo":{"status":"ok","timestamp":1764252474838,"user_tz":-180,"elapsed":5653,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"bc8abb21-bf66-40ce-b88f-e09c7739456b"},"id":"py3bqQZ0jOk4","execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Requirement already satisfied: catboost in /usr/local/lib/python3.12/dist-packages (1.2.8)\n","Requirement already satisfied: graphviz in /usr/local/lib/python3.12/dist-packages (from catboost) (0.21)\n","Requirement already satisfied: matplotlib in /usr/local/lib/python3.12/dist-packages (from catboost) (3.10.0)\n","Requirement already satisfied: numpy<3.0,>=1.16.0 in /usr/local/lib/python3.12/dist-packages (from catboost) (2.0.2)\n","Requirement already satisfied: pandas>=0.24 in /usr/local/lib/python3.12/dist-packages (from catboost) (2.2.2)\n","Requirement already satisfied: scipy in /usr/local/lib/python3.12/dist-packages (from catboost) (1.16.3)\n","Requirement already satisfied: plotly in /usr/local/lib/python3.12/dist-packages (from catboost) (5.24.1)\n","Requirement already satisfied: six in /usr/local/lib/python3.12/dist-packages (from catboost) (1.17.0)\n","Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2.9.0.post0)\n","Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2025.2)\n","Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2025.2)\n","Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (1.3.3)\n","Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (0.12.1)\n","Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (4.60.1)\n","Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (1.4.9)\n","Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (25.0)\n","Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (11.3.0)\n","Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (3.2.5)\n","Requirement already satisfied: tenacity>=6.2.0 in /usr/local/lib/python3.12/dist-packages (from plotly->catboost) (9.1.2)\n"]}]},{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"id":"rTjdyesSjrQQ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1764252476560,"user_tz":-180,"elapsed":1720,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"fb92fe87-7b76-40f5-9abe-293d1794aff4"},"id":"rTjdyesSjrQQ","execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"]}]},{"cell_type":"code","execution_count":null,"id":"08a1301b-2fad-4029-9302-3b7135b36281","metadata":{"id":"08a1301b-2fad-4029-9302-3b7135b36281"},"outputs":[],"source":["import pandas as pd\n","import numpy as np\n","import seaborn as sns\n","import matplotlib.pyplot as plt\n","from sklearn.model_selection import train_test_split\n","from sklearn.compose import ColumnTransformer\n","from sklearn.preprocessing import OneHotEncoder, StandardScaler\n","from catboost import CatBoostClassifier\n","from sklearn.pipeline import Pipeline\n","from sklearn.tree import DecisionTreeClassifier\n","from sklearn.ensemble import RandomForestClassifier,GradientBoostingClassifier\n","from sklearn.metrics import f1_score\n","from sklearn.model_selection import cross_val_score\n","from sklearn.metrics import confusion_matrix"]},{"cell_type":"markdown","source":["[Датасет на kaggle](https://www.kaggle.com/datasets/pranavkapratwar/fruit-classification)\n"],"metadata":{"id":"wVJ8nAi3fwDH"},"id":"wVJ8nAi3fwDH"},{"cell_type":"markdown","source":["**Цель**:\n","Многоклассовая классификация фруктов - предсказание названия фрукта на основе его физических и сенсорных характеристик.\\\n","**Данные**: \\\n","20 классов - различные виды фруктов\\\n","6 признаков для классификации:\\\n","size (cm) - размер в см (числовой формат)\\\n","shape - форма (категориальный формат)\\\n","weight (g) - вес в граммах (числовой формат)\\\n","avg_price (₹) - цена в рупиях (числовой формат)\\\n","color - цвет (категориальный формат)\\\n","taste - вкус (категориальный формат)"],"metadata":{"id":"dPUES__vrEgZ"},"id":"dPUES__vrEgZ"},{"cell_type":"markdown","id":"b1681227-3ca5-4e0e-ad0a-28c72e8859ce","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"b1681227-3ca5-4e0e-ad0a-28c72e8859ce"},"source":["## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)."]},{"cell_type":"code","execution_count":null,"id":"21998860-d203-4c48-8693-861ea4a964e7","metadata":{"id":"21998860-d203-4c48-8693-861ea4a964e7"},"outputs":[],"source":["df = pd.read_csv('/content/drive/MyDrive/Python/8 Task/fruit_classification_dataset.csv')"]},{"cell_type":"code","execution_count":null,"id":"3fa2ed90-d039-434d-8653-7ad4ecc32709","metadata":{"id":"3fa2ed90-d039-434d-8653-7ad4ecc32709","executionInfo":{"status":"ok","timestamp":1764252476718,"user_tz":-180,"elapsed":31,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":81},"outputId":"aec11902-b97b-4f90-c6d5-810f91923fd4"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) shape weight (g) avg_price (₹) color taste fruit_name\n","0 25.4 round 3089.2 137.1 green sweet watermelon"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)shapeweight (g)avg_price (₹)colortastefruit_name
025.4round3089.2137.1greensweetwatermelon
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[:1]\",\n \"rows\": 1,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 25.4,\n \"max\": 25.4,\n \"num_unique_values\": 1,\n \"samples\": [\n 25.4\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"shape\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"round\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 3089.2,\n \"max\": 3089.2,\n \"num_unique_values\": 1,\n \"samples\": [\n 3089.2\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 137.1,\n \"max\": 137.1,\n \"num_unique_values\": 1,\n \"samples\": [\n 137.1\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"color\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"green\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"taste\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"sweet\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"fruit_name\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"watermelon\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":44}],"source":["df[:1]"]},{"cell_type":"markdown","id":"a12a59b9-4609-4632-9e51-83e0fc967b12","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"a12a59b9-4609-4632-9e51-83e0fc967b12"},"source":["### Сначала категориальные переменные + графики"]},{"cell_type":"code","execution_count":null,"id":"1e4e9795-3892-42fe-9662-a85db2750379","metadata":{"id":"1e4e9795-3892-42fe-9662-a85db2750379","executionInfo":{"status":"ok","timestamp":1764252477190,"user_tz":-180,"elapsed":460,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":427},"outputId":"d04244fb-3536-4946-f8cf-e2cd5d6025c6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":45},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['shape'], bins=3, color='skyblue', kde=False)\n","\n","plt.title('Распределение значений столбца shape', fontsize=12)\n","plt.xlabel('Форма', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"]},{"cell_type":"code","execution_count":null,"id":"41e9b525-63d8-4f7b-afc2-edaed4c06917","metadata":{"id":"41e9b525-63d8-4f7b-afc2-edaed4c06917","executionInfo":{"status":"ok","timestamp":1764252477520,"user_tz":-180,"elapsed":355,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":458},"outputId":"3c5d731a-2129-4372-f351-a1e460cacd3c"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":46},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['color'], bins=20, color='skyblue', kde=False)\n","plt.xticks(rotation=45)\n","plt.title('Распределение значений столбца color', fontsize=12)\n","plt.xlabel('Цвет', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"]},{"cell_type":"code","execution_count":null,"id":"8d4a585e-12e7-4277-868c-9780d5e6997c","metadata":{"id":"8d4a585e-12e7-4277-868c-9780d5e6997c","executionInfo":{"status":"ok","timestamp":1764252477748,"user_tz":-180,"elapsed":227,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":452},"outputId":"bfe4d992-3cca-4081-eaba-31196d895193"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":47},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['taste'], bins=20, color='skyblue', kde=False)\n","plt.xticks(rotation=45)\n","plt.title('Распределение значений столбца taste', fontsize=12)\n","plt.xlabel('Вкус', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"]},{"cell_type":"markdown","id":"2aba1155-34b4-4692-9ecc-271f2dee63f3","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"2aba1155-34b4-4692-9ecc-271f2dee63f3"},"source":["### Теперь визуализация через таблицы"]},{"cell_type":"code","execution_count":null,"id":"f85793c1-af07-4d57-99d5-da8dfee904f0","metadata":{"id":"f85793c1-af07-4d57-99d5-da8dfee904f0","executionInfo":{"status":"ok","timestamp":1764252477790,"user_tz":-180,"elapsed":40,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":304},"outputId":"0c4f2be3-6bd5-46d4-a3d7-52ae7d5e98f6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["size (cm) 0\n","shape 0\n","weight (g) 0\n","avg_price (₹) 0\n","color 0\n","taste 0\n","fruit_name 0\n","dtype: int64"],"text/html":["
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
0
size (cm)0
shape0
weight (g)0
avg_price (₹)0
color0
taste0
fruit_name0
\n","

"]},"metadata":{},"execution_count":48}],"source":["df.isna().sum() # нан-ов нет"]},{"cell_type":"code","execution_count":null,"id":"ec2669db-f6ac-4c49-a3a8-26d43cfb9703","metadata":{"id":"ec2669db-f6ac-4c49-a3a8-26d43cfb9703","executionInfo":{"status":"ok","timestamp":1764252477859,"user_tz":-180,"elapsed":67,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":300},"outputId":"8d5dc5b0-526f-45a2-f5ea-d392672ff0de"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) weight (g) avg_price (₹)\n","count 10000.000000 10000.000000 10000.000000\n","mean 8.430600 455.457720 77.016720\n","std 6.396915 731.643087 38.946916\n","min 0.900000 4.500000 9.000000\n","25% 3.700000 45.800000 45.575000\n","50% 7.200000 168.800000 75.400000\n","75% 10.100000 365.275000 100.700000\n","max 27.500000 3299.800000 165.000000"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)weight (g)avg_price (₹)
count10000.00000010000.00000010000.000000
mean8.430600455.45772077.016720
std6.396915731.64308738.946916
min0.9000004.5000009.000000
25%3.70000045.80000045.575000
50%7.200000168.80000075.400000
75%10.100000365.275000100.700000
max27.5000003299.800000165.000000
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","\n","
\n"," \n","\n","\n","\n"," \n","
\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 8,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3532.298971347978,\n \"min\": 0.9,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 8.4306,\n 7.2,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3451.7602389683166,\n \"min\": 4.5,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 455.45772,\n 168.8,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3510.00282492661,\n \"min\": 9.0,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 77.01671999999999,\n 75.4,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":49}],"source":["df[['size (cm)','weight (g)','avg_price (₹)']].describe()"]},{"cell_type":"markdown","id":"10b49f39-ae70-44d3-8bf1-460c8ee409ce","metadata":{"id":"10b49f39-ae70-44d3-8bf1-460c8ee409ce"},"source":["\"выбросы\" есть, но это полезные данные, так что с ними ничего не делаем."]},{"cell_type":"code","execution_count":null,"id":"ed6437b2-c1ea-46ad-831a-e9ccf9c82487","metadata":{"id":"ed6437b2-c1ea-46ad-831a-e9ccf9c82487","executionInfo":{"status":"ok","timestamp":1764252477925,"user_tz":-180,"elapsed":57,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":143},"outputId":"b9dc07ec-7f0b-4070-e426-5edd832cde12"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) weight (g) avg_price (₹)\n","size (cm) 1.000000 0.918319 0.602929\n","weight (g) 0.918319 1.000000 0.550370\n","avg_price (₹) 0.602929 0.550370 1.000000"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","\n","
\n"," \n","\n","\n","\n"," \n","
\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 3,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.2096855409773576,\n \"min\": 0.6029290426493232,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 1.0,\n 0.9183194288226529,\n 0.6029290426493232\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.23952247272727556,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.9183194288226529,\n 1.0,\n 0.550369721819443\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.24583029865953135,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.6029290426493232,\n 0.550369721819443,\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":50}],"source":["df[['size (cm)','weight (g)','avg_price (₹)']].corr()"]},{"cell_type":"markdown","source":["### Выводы по EDA"],"metadata":{"id":"zsSzx67AuMSI"},"id":"zsSzx67AuMSI"},{"cell_type":"code","source":["print(f\"Размер датасета: {df.shape}\")\n","print(f\"Количество фруктов: {df['fruit_name'].nunique()}\")\n","print(f\"Пропущенные значения: {df.isnull().sum().sum()}\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8HsrosH-uXC3","executionInfo":{"status":"ok","timestamp":1764253857372,"user_tz":-180,"elapsed":70,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"cefe7b34-27bc-487c-e19c-b7c72261c457"},"id":"8HsrosH-uXC3","execution_count":70,"outputs":[{"output_type":"stream","name":"stdout","text":["Размер датасета: (10000, 7)\n","Количество фруктов: 20\n","Пропущенные значения: 0\n"]}]},{"cell_type":"markdown","source":["Вывод: Данные чистые, без пропусков, содержат N записей с 6 признаками для 20 классов фруктов."],"metadata":{"id":"on_5TEFFulrt"},"id":"on_5TEFFulrt"},{"cell_type":"code","source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['fruit_name'], bins=20, color='skyblue', kde=False)\n","plt.xticks(rotation=90)\n","plt.title('Распределение значений столбца fruit_name', fontsize=12)\n","plt.xlabel('Фрукт', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":509},"id":"qeL24YgquzkT","executionInfo":{"status":"ok","timestamp":1764254008819,"user_tz":-180,"elapsed":845,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"2c19e84f-023f-4438-d9dc-e2c34474285b"},"id":"qeL24YgquzkT","execution_count":74,"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":74},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":["Распределение равномерное, проблем с дисбалансом нет"],"metadata":{"id":"zeZJKHG0u-P0"},"id":"zeZJKHG0u-P0"},{"cell_type":"code","source":["df[['size (cm)','weight (g)','avg_price (₹)']].corr()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":143},"id":"v1--OEN-vLRd","executionInfo":{"status":"ok","timestamp":1764254079790,"user_tz":-180,"elapsed":190,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"13766f18-d963-4087-b8fb-f13814b7e5c4"},"id":"v1--OEN-vLRd","execution_count":75,"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) weight (g) avg_price (₹)\n","size (cm) 1.000000 0.918319 0.602929\n","weight (g) 0.918319 1.000000 0.550370\n","avg_price (₹) 0.602929 0.550370 1.000000"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","\n","
\n"," \n","\n","\n","\n"," \n","
\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 3,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.2096855409773576,\n \"min\": 0.6029290426493232,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 1.0,\n 0.9183194288226529,\n 0.6029290426493232\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.23952247272727556,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.9183194288226529,\n 1.0,\n 0.550369721819443\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.24583029865953135,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.6029290426493232,\n 0.550369721819443,\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":75}]},{"cell_type":"markdown","source":["Корреляции числовых признаков есть, но мы не будем удалять что-то, потому что используем деревья."],"metadata":{"id":"XGXHVBlQvOSV"},"id":"XGXHVBlQvOSV"},{"cell_type":"markdown","source":["Категориальные признаки распределены неравномерно, потому собственно и выбраны деревья как способ решения."],"metadata":{"id":"K5wsaziBve5d"},"id":"K5wsaziBve5d"},{"cell_type":"markdown","source":["Теперь мы готовы к"],"metadata":{"id":"1-B4niAQvqaM"},"id":"1-B4niAQvqaM"},{"cell_type":"markdown","id":"7f1389e1-eda6-4a4f-a020-fb7fd89a0066","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"7f1389e1-eda6-4a4f-a020-fb7fd89a0066"},"source":["## Используя подбор гиперпараметров, кросс-валидацию и при необходимости масштабирование данных, добиться наилучшего качества предсказания для библиотечных реализаций (например, из sklearn) четырёх методов классификации."]},{"cell_type":"markdown","id":"27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7","metadata":{"id":"27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7"},"source":["Используем решающие деревья + catboost"]},{"cell_type":"code","execution_count":null,"id":"6898d6fa-0679-45c9-be4d-b19c6488930b","metadata":{"id":"6898d6fa-0679-45c9-be4d-b19c6488930b"},"outputs":[],"source":["X = df.drop(\"fruit_name\", axis=1)\n","y = df[\"fruit_name\"]\n","\n","X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)"]},{"cell_type":"code","execution_count":null,"id":"44ce80c5-1f9f-4a75-b7f9-555a58521a79","metadata":{"id":"44ce80c5-1f9f-4a75-b7f9-555a58521a79"},"outputs":[],"source":["numeric_features = [\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]\n","categorical_features = [\"shape\", \"color\", \"taste\"]"]},{"cell_type":"code","execution_count":null,"id":"38b0255a-4d02-443a-a3ce-52da65e97895","metadata":{"id":"38b0255a-4d02-443a-a3ce-52da65e97895"},"outputs":[],"source":["preprocess = ColumnTransformer([\n"," (\"num\", StandardScaler(), numeric_features),\n"," (\"cat\", OneHotEncoder(handle_unknown=\"ignore\"), categorical_features)\n","])"]},{"cell_type":"code","execution_count":null,"id":"b3cf06fc-a316-4d45-a15f-775da75a39ad","metadata":{"id":"b3cf06fc-a316-4d45-a15f-775da75a39ad"},"outputs":[],"source":["dt_pipe = Pipeline([\n"," (\"preprocess\", preprocess),\n"," (\"model\", DecisionTreeClassifier(max_depth=None, random_state=42))\n","])\n","rf_pipe = Pipeline([\n"," (\"preprocess\", preprocess),\n"," (\"model\", RandomForestClassifier(\n"," n_estimators=200,\n"," max_depth=4,\n"," random_state=42\n"," ))\n","])\n","gb_pipe = Pipeline([\n"," (\"preprocess\", preprocess),\n"," (\"model\", GradientBoostingClassifier(\n"," n_estimators=300,\n"," learning_rate=0.05,\n"," max_depth=3,\n"," random_state=42\n"," ))\n","])\n","cat_features = [X.columns.get_loc(col) for col in categorical_features]\n","cat_model = CatBoostClassifier(\n"," iterations=500,\n"," learning_rate=0.05,\n"," depth=6,\n"," loss_function=\"MultiClass\",\n"," verbose=False\n",")"]},{"cell_type":"code","execution_count":null,"id":"a09accf9-b26f-455c-911e-1bbdfb7eba72","metadata":{"id":"a09accf9-b26f-455c-911e-1bbdfb7eba72","executionInfo":{"status":"ok","timestamp":1764252924960,"user_tz":-180,"elapsed":446547,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"2c93b8e4-011f-4a5e-f5f1-a37077576fca"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[""]},"metadata":{},"execution_count":55}],"source":["dt_pipe.fit(X_train, y_train)\n","rf_pipe.fit(X_train, y_train)\n","gb_pipe.fit(X_train, y_train)\n","cat_model.fit(\n"," X_train,\n"," y_train,\n"," cat_features=cat_features\n",")"]},{"cell_type":"code","execution_count":null,"id":"3738a8ae-7db5-4cac-86a5-1742d11c0fac","metadata":{"id":"3738a8ae-7db5-4cac-86a5-1742d11c0fac"},"outputs":[],"source":["models = {\n"," \"Decision Tree\": dt_pipe,\n"," \"Random Forest\": rf_pipe,\n"," \"Gradient Boosting\": gb_pipe,\n"," \"CatBoost\": cat_model\n","}"]},{"cell_type":"code","execution_count":null,"id":"44ea1862-3e7b-44a7-b770-6ef9d21e0428","metadata":{"id":"44ea1862-3e7b-44a7-b770-6ef9d21e0428","executionInfo":{"status":"ok","timestamp":1764252925212,"user_tz":-180,"elapsed":254,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"fa15c738-26ad-42d8-f209-ea832a277e61"},"outputs":[{"output_type":"stream","name":"stdout","text":["F1-macro scores:\n","\n","Decision Tree: 1.0000\n","Random Forest: 1.0000\n","Gradient Boosting: 1.0000\n","CatBoost: 1.0000\n"]}],"source":["print(\"F1-macro scores:\\n\")\n","for name, model in models.items():\n"," y_pred = model.predict(X_test)\n"," f1_macro = f1_score(y_test, y_pred, average=\"macro\")\n"," print(f\"{name}: {f1_macro:.4f}\")"]},{"cell_type":"markdown","id":"addbb402-3acc-4e48-b7f0-c2de528f2209","metadata":{"id":"addbb402-3acc-4e48-b7f0-c2de528f2209"},"source":["Мы получили f1=1. Из-за чего?"]},{"cell_type":"code","execution_count":null,"id":"18fc3058-b470-4bdf-a368-d8b2cd83de7a","metadata":{"id":"18fc3058-b470-4bdf-a368-d8b2cd83de7a","executionInfo":{"status":"ok","timestamp":1764252929981,"user_tz":-180,"elapsed":4768,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"c5a82146-7ecc-4371-9855-6b5eef4614f1"},"outputs":[{"output_type":"stream","name":"stdout","text":["[1. 1. 1. 1. 1.] 1.0\n"]}],"source":["score = cross_val_score(rf_pipe, X, y, cv=5, scoring=\"f1_macro\")\n","print(score, score.mean())"]},{"cell_type":"markdown","id":"b8b7915a-b5eb-484a-9bee-d6b582d8f605","metadata":{"id":"b8b7915a-b5eb-484a-9bee-d6b582d8f605"},"source":["Получается, данные слишком просто различаются. Теперь посмотрим, как справится моя самописная модель."]},{"cell_type":"markdown","id":"248e3a63-36b2-4e44-a48c-8b80f21d9617","metadata":{"id":"248e3a63-36b2-4e44-a48c-8b80f21d9617"},"source":["## (Доп., +5 балла) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации."]},{"cell_type":"code","source":["class LogisticRegressionScratch:\n"," def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n"," self.learning_rate = learning_rate\n"," self.n_iters = n_iters\n"," self.reg_lambda = reg_lambda\n"," self.weights = None\n"," self.bias = None\n","\n"," def _sigmoid(self, z):\n"," return 1 / (1 + np.exp(-z))\n","\n"," def fit(self, X, y):\n"," n_samples, n_features = X.shape\n","\n"," self.weights = np.zeros(n_features)\n"," self.bias = 0\n","\n"," for _ in range(self.n_iters):\n"," linear = np.dot(X, self.weights) + self.bias\n"," y_pred = self._sigmoid(linear)\n","\n"," dw = (1/n_samples) * np.dot(X.T, (y_pred - y)) + self.reg_lambda * self.weights\n"," db = (1/n_samples) * np.sum(y_pred - y)\n","\n"," self.weights -= self.learning_rate * dw\n"," self.bias -= self.learning_rate * db\n","\n"," def predict_proba(self, X):\n"," return self._sigmoid(np.dot(X, self.weights) + self.bias)\n","\n"," def predict(self, X):\n"," proba = self.predict_proba(X)\n"," return np.where(proba >= 0.5, 1, 0)\n"],"metadata":{"id":"0JnRv9Yho8Zu"},"id":"0JnRv9Yho8Zu","execution_count":null,"outputs":[]},{"cell_type":"markdown","id":"cd15b3c3-6c6e-469a-b224-2038def79436","metadata":{"id":"cd15b3c3-6c6e-469a-b224-2038def79436"},"source":["Нам нужна ovr-регрессия, потому что у нас 2+ классов"]},{"cell_type":"code","execution_count":null,"id":"91eecf25-818a-4b3d-82b8-ffb475539d2f","metadata":{"id":"91eecf25-818a-4b3d-82b8-ffb475539d2f"},"outputs":[],"source":["class LogisticRegressionOvR:\n"," def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n"," self.learning_rate = learning_rate\n"," self.n_iters = n_iters\n"," self.reg_lambda = reg_lambda\n"," self.classes = None\n"," self.models = {}\n","\n"," def fit(self, X, y):\n"," self.classes = np.unique(y)\n","\n"," for cls in self.classes:\n"," binary_y = np.where(y == cls, 1, 0)\n"," model = LogisticRegressionScratch(\n"," learning_rate=self.learning_rate,\n"," n_iters=self.n_iters,\n"," reg_lambda=self.reg_lambda\n"," )\n"," model.fit(X, binary_y)\n"," self.models[cls] = model\n","\n"," def predict_proba(self, X):\n"," probs = np.column_stack([\n"," self.models[cls].predict_proba(X) for cls in self.classes\n"," ])\n"," return probs / probs.sum(axis=1, keepdims=True)\n","\n"," def predict(self, X):\n"," probs = self.predict_proba(X)\n"," class_indices = np.argmax(probs, axis=1)\n"," return self.classes[class_indices]\n"]},{"cell_type":"code","execution_count":null,"id":"c2e18906-3f3e-47d8-9c3b-f324de623235","metadata":{"id":"c2e18906-3f3e-47d8-9c3b-f324de623235"},"outputs":[],"source":["X_num = df[[\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]]\n","X_cat = pd.get_dummies(df[[\"shape\", \"color\", \"taste\"]])"]},{"cell_type":"code","execution_count":null,"id":"2b4be484-7d5c-4ed7-93af-b924c5cbc407","metadata":{"id":"2b4be484-7d5c-4ed7-93af-b924c5cbc407"},"outputs":[],"source":["X = np.hstack([StandardScaler().fit_transform(X_num), X_cat.values])\n","y = df[\"fruit_name\"].values"]},{"cell_type":"code","execution_count":null,"id":"a0515772-f735-46c5-ad4b-2cdd39fb2715","metadata":{"id":"a0515772-f735-46c5-ad4b-2cdd39fb2715"},"outputs":[],"source":["X_train, X_test, y_train, y_test_log = train_test_split(X, y, test_size=0.2, random_state=42)"]},{"cell_type":"code","execution_count":null,"id":"6efffcd8-f73e-46ad-9b31-5303980342ab","metadata":{"scrolled":true,"id":"6efffcd8-f73e-46ad-9b31-5303980342ab"},"outputs":[],"source":["my_logreg = LogisticRegressionOvR(\n"," learning_rate=0.05,\n"," n_iters=3000,\n"," reg_lambda=0.01\n",")\n","\n","my_logreg.fit(X_train, y_train)\n","y_pred_my_log = my_logreg.predict(X_test)"]},{"cell_type":"code","execution_count":null,"id":"0b154782-8a56-46cc-a968-9365530f8131","metadata":{"id":"0b154782-8a56-46cc-a968-9365530f8131","executionInfo":{"status":"ok","timestamp":1764252947520,"user_tz":-180,"elapsed":28,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"994a13d9-509f-4145-bde1-6f6369f7babd"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["0.9974926481968736"]},"metadata":{},"execution_count":65}],"source":["f1_macro = f1_score(y_test_log, y_pred_my_log, average=\"macro\")\n","f1_macro"]},{"cell_type":"markdown","id":"7b24ed4b-1ea3-4227-ab5d-f9da57b2adce","metadata":{"id":"7b24ed4b-1ea3-4227-ab5d-f9da57b2adce"},"source":["А моя регрессия где-то допустила ошибку, интересно."]},{"cell_type":"markdown","id":"16128285-fcd2-459c-a4e9-2322c56035d0","metadata":{"id":"16128285-fcd2-459c-a4e9-2322c56035d0"},"source":["## Сравнить все обученные модели, построить их confusion matrices. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных."]},{"cell_type":"code","execution_count":null,"id":"ff499fc7-25a6-43e6-9bba-608e82ab2eea","metadata":{"id":"ff499fc7-25a6-43e6-9bba-608e82ab2eea"},"outputs":[],"source":["models = {\n"," \"Decision Tree\": dt_pipe,\n"," \"Random Forest\": rf_pipe,\n"," \"Gradient Boosting\": gb_pipe,\n"," \"CatBoost\": cat_model\n","}\n"]},{"cell_type":"code","execution_count":null,"id":"679dca2c-f437-4fca-8773-15a11568ec4c","metadata":{"id":"679dca2c-f437-4fca-8773-15a11568ec4c"},"outputs":[],"source":["def plot_confusion_matrix(y_true, y_pred, classes, title):\n"," cm = confusion_matrix(y_true, y_pred, labels=classes)\n"," plt.figure(figsize=(6,5))\n"," sns.heatmap(cm,annot=True,xticklabels=classes,yticklabels=classes)\n"," plt.title(title, fontsize=14)\n"," plt.xlabel(\"Predicted\", fontsize=12)\n"," plt.ylabel(\"True\", fontsize=12)\n"," plt.tight_layout()\n"," plt.show()\n"]},{"cell_type":"code","execution_count":null,"id":"05cf051c-3467-4d4b-8671-be33c43aeefd","metadata":{"id":"05cf051c-3467-4d4b-8671-be33c43aeefd","executionInfo":{"status":"ok","timestamp":1764252952630,"user_tz":-180,"elapsed":4992,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":1000},"outputId":"ca5a6215-48a0-4ed9-e7a7-2ca57018cad8"},"outputs":[{"output_type":"stream","name":"stdout","text":["\n","Decision Tree\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}},{"output_type":"stream","name":"stdout","text":["\n","Random Forest\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}},{"output_type":"stream","name":"stdout","text":["\n","Gradient Boosting\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}},{"output_type":"stream","name":"stdout","text":["\n","CatBoost\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"iVBORw0KGgoAAAANSUhEUgAAAj8AAAHqCAYAAADrty82AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXlcVNX7x98zMAzDLjviAgJuuYu7uaCFG1qWfjNzT3NfklxKVNRySUXNvi1uaF9Ns8Us24y0XNJIETdyV8wFXFkEhlnu7w9+Tk2gslzwEuf9et2XzLnnfO7nmUF4OPfc86gkSZIQCAQCgUAgqCCoH7cBgUAgEAgEgrJEJD8CgUAgEAgqFCL5EQgEAoFAUKEQyY9AIBAIBIIKhUh+BAKBQCAQVChE8iMQCAQCgaBCIZIfgUAgEAgEFQqR/AgEAoFAIKhQiORHIBAIBAJBhUIkPwKBQCAQCCoUIvkRCASycOjQIYYNG0ZISAiOjo7odDqCgoIYMGAAO3fuLLZuhw4dUKlUDzyvUqnyHTqdjlq1ajF58mRu3LhR7GuXNoMHD0alUnHx4sXHbUUgqFDYPm4DAoGgfGM2m4mMjCQmJgZbW1vCwsLo2bMnGo2G8+fPs2PHDv73v/8xZ84coqKiSsWDh4cHY8eOtby+desWu3fvZunSpXz55ZccPnwYFxeXUrm2QCAof4jkRyAQlIgZM2YQExNDo0aN+PTTTwkKCrI6n52dzcqVK7l161apefD09GT27NlWbZIkERERwY4dO/j0008ZOnRoqV1fIBCUL8RtL4FAUGzOnj3LokWL8PDw4LvvvsuX+ADodDpee+01oqOjATh9+jRTpkyhSZMmeHh4YG9vT82aNZk2bRqZmZlWY1UqFT///LPl6/vH4MGDH+lNpVIRHh4OwM2bN/Odv3TpEsOGDcPf3x87OzuqVKnCsGHDSE5OLlCvKP2vXbvGhAkTCAkJQafT4ebmRp06dRg5ciRpaWkABAQEsH79egACAwMtsXXo0OGRsQkEgpIhZn4EAkGxiY2NxWQy8corr+Dj4/PQvlqtFoDPP/+cNWvW0LFjRzp06IDZbObAgQMsXLiQn3/+mV9++QWNRgPArFmziI2N5dKlS8yaNcui1ahRo0L5u7/WqEmTJlbtp0+fpm3btty4cYOIiAieeOIJjh8/ztq1a/nqq6/Yu3cvNWvWLFb/rKws2rRpw8WLF3n66ad59tlnyc3N5cKFC3z00UdERkbi6urKxIkTiY2NJTExkQkTJuDm5gbkJUUCgaCUkQQCgaCYdOjQQQKkH3/8sdBj/vzzT0mv1+drj46OlgDpf//7n1V7+/btpYf9qAIkDw8PadasWZZj/PjxUoMGDSRbW1tpwoQJ+cZ07NhRAqQPPvjAqv3dd9+VACksLKzY/bdv3y4B0sSJE/NdNyMjQ8rJybG8HjRokARIFy5ceGB8AoFAfkTyIxAIik3t2rUlQPrjjz9KrHXr1i0JkAYPHmzVXpjk50FH27ZtpV27dln1v3TpkgRIdevWlcxms9U5k8lkiSk5OblY/e8nP9OnT39kzCL5EQgeD2LNj0AgKFMkSWLt2rW0a9cOd3d3bGxsUKlUeHh4AHD16tUia9aqVQsp7485JEnizp07xMXFkZGRQefOnfniiy8sfY8cOQJA+/bt8z1Cr1aradeunVW/ovZv164dfn5+LFiwgO7du/Pee+9x8uRJJEkqclwCgaB0EMmPQCAoNr6+vgBcuXKl0GPGjx/PsGHDuHjxIj179mTKlCnMmjXLsqZHr9eX2JebmxthYWF8+umnmEwmpkyZYjmXnp4O8MA1Sn5+flb9itrf1dWVAwcOMHDgQA4cOMDo0aN54oknqF69Ov/9739LHJtAICg5YsGzQCAoNm3atGH37t3ExcURFhb2yP6pqam8++67NGjQgF9//RUHBwfLuevXr1ueCJOL4OBg3N3dOXv2LHfv3sXNzc2y309KSkqBY65fvw5g6VfU/gDVqlUjNjYWs9nM0aNH+eGHH1ixYgVjxoyhUqVK9OvXT54ABQJBsRAzPwKBoNgMHjwYGxsbPvzww0fupKzX6zl//jySJNG5c2erxAdgz549BY6zsbEBwGQyFdmf0WgkIyMDyNuMEf56UuyXX37JdytKkiR++eUXq35F7f931Go1jRo1YsqUKXz88ccAbN++XZbYBAJB8RHJj0AgKDbBwcFMmTKFmzdv0rVrVy5cuJCvT05ODkuXLmX27NlUr14dgP3791uSEYA///yT6dOnF3gNd3d3AC5fvlxkfytXrsRgMPDEE09YdKpVq0bHjh05ceIEa9euter/4YcfkpSURFhYGFWrVi1W/xMnThQ4S3S/zd7eXpbYBAJB8VFJYhWeQCAoAX8vb6HRaAgLC6NevXpoNBouXLjAjz/+yK1bt5g3bx5vvPEGzz//PJ999hmNGzemU6dOpKSk8PXXX9OpUyc+/fRT2rdvz+7duy367733HqNHj6ZJkyZ07doVe3t7GjZsSEREBIBlsfTfy1ukpaVx+PBhfvnlF7RaLd9++y0dO3a0nD916hRt27bl1q1b9OzZk7p163LixAm2b9+Ol5dXvn1+itJ/2bJlvPbaa7Rp04aaNWvi4eHB+fPnLTM+e/bsITQ0FIBvv/2Wbt26ERISwnPPPYejoyPVq1dnwIABpfZ5CQQCxD4/AoFAHuLj46WhQ4dKwcHBkk6nk7RarRQQECC9+OKL0s6dOy39MjIypMmTJ0sBAQGSVquVQkJCpLlz50q5ubkSILVv395K12AwSFOmTJGqVasm2draSoA0aNAgy3kKeMRdo9FI1apVkwYMGCAdP368QL8XL16UhgwZIvn5+Um2traSn5+fNGTIEOnixYsl6n/y5ElpwoQJUuPGjSUPDw9Jq9VKNWrUkAYNGiSdOHEin+6iRYukkJAQSaPRFBi/QCCQHzHzIxAIBAKBoEIh1vwIBAKBQCCoUIjkRyAQCAQCQYVCJD8CgUAgEAgqFCL5EQgEAoFAUKEQyY9AIBAIBIIKhUh+BAKBQCAQVChE8iMQCAQCgaBCIQqbCgpF9idzZNFxfukDWXQEAoGgomHMvVIquoab50s0XuNZQyYnZYeY+fkXEhsbi5ub2+O2IRAIBAKBIhHJj6BI3NMbWPTN73Rd/AUtojcz8MPvOf7nLcv5W5nZRH3+K08t+pyWczYzev1PXLqVXijtUSMHcfb0ATLTz7F/71c0C21ULI9K0lGSF7l0lORFLh0leZFLR0le5NJRkhe5dOTyUiLMppId5RCR/AiKRPS2Axw4e515z7dm69jutAr2Y2RsHCnpWUiSxKRNv3DldgYxL7Zn86hu+Lk5MnJdHNm5xofq9unTk8Vvz2LuvKU0a9GFxKMn+WbHRry8PIrkT0k6SvIiYiofXkRM5cOL0mIqMZK5ZEd55DHXFqtwfPvtt1KbNm0kV1dXyd3dXerevbt09uxZSZIk6cKFCxIgffzxx1KrVq0krVYrPfHEE9Lu3bst43ft2iUB0tdffy3Vr19f0mq1UosWLaRjx45Z+qxbt05ydXW1uu62bdukxo0bS1qtVgoMDJRmz54tGQyGQvvO2hIt3f5flFSndi3puzkjpKwt0ZajV4eW0qLhz0pJ706WatasKR1dMclyLvPj2VKLxvWl/702QMraEi3ZaCoXeBw8eEha+e5ay2tbO3/pzz+vStNff/OBY5SuoyQvIqby4UXEVD68PK6YSovcqydLdJRHxMxPGXPv3j1effVVfv/9d+Li4lCr1Tz77LOYzX9lz6+99hqTJ08mISGBVq1aERERwa1bt6x0XnvtNZYsWUJ8fDxeXl5ERERgMBgKvOaePXsYOHAgEyZM4OTJk3zwwQfExsby5ptvFsm7ySxhMktobW2s2rW2NiRcukGuMW/6U6v567xarcLOxoaE5BsP1NVoNDRp0oC4n/ZY2iRJIu6nvbRs2bTQ/pSkoyQvcukoyYtcOkryIpeOkrzIpaMkL3LpyOVFDiTJXKKjPCKSnzLmueeeo3fv3gQHB9OoUSPWrl3LsWPHOHnypKXP2LFjee6556hTpw7vvfcerq6urFmzxkpn1qxZPPXUU9SvX5/169eTkpLCF198UeA1o6OjmTZtGoMGDaJGjRo89dRTzJ07lw8+KNqTV45aDQ2qevLh7mOkpmdhMpvZceQCRy/f5GZGNgFervi5OrDihyOkZ+sxGE2s++UEKelZ3MzIfqCup6c7tra2pKbctGpPTb2Br49Xof0pSUdJXuTSUZIXuXSU5EUuHSV5kUtHSV7k0pHLi6B4iEfdy5gzZ84wc+ZMDh48yM2bNy0zPsnJydStWxeAVq1aWfrb2toSGhpKUlKSlc7f+7i7u1OrVq18fe6TmJjIvn37rGZ6TCYTOTk5ZGVl4eDgYNVfr9ej1+ut2swGI1qNLW8+35rZXxzg6be/wEatorafO13qVyfp6m00NmqW9GvH7G0HaffWp9ioVbSo4UubkMqAVPQ3SyAQCASlj7l8zt6UBJH8lDERERFUr16dVatWUblyZcxmM/Xq1SM3N7fUrpmZmUl0dDS9e/fOd87e3j5f2/z584mOjrZqe/35Dszo05Gq7s6sGfYU2blGMvUGvJx1TNmyB393JwDq+nvwyZhuZOTkYjCZcXe056UPvqNuZfcH+rt58zZGoxFvH0+rdm9vL66nPPh2mZJ1lORFLh0leZFLR0le5NJRkhe5dJTkRS4dubzIQjm9dVUSxG2vMuTWrVucOnWKGTNm0KlTJ+rUqcOdO3fy9Ttw4IDla6PRyKFDh6hTp84D+9y5c4fTp0/n63OfJk2acOrUKYKDg/MdanX+b4Hp06eTlpZmdbz2zJNWfXR2tng560jP1rP/7DU61K5idd7Z3g53R3su3Urn5JXbdKhT9YHvi8Fg4PDho4R1bGtpU6lUhHVsy4EDhx44Tsk6SvIil46SvMiloyQvcukoyYtcOkryIpeOXF5koQI+6i5mfsqQSpUq4eHhwYcffoifnx/JyclMmzYtX793332XkJAQ6tSpQ0xMDHfu3GHo0KFWfebMmYOHhwc+Pj688cYbeHp68swzzxR43ZkzZ9KjRw+qVavG888/j1qtJjExkePHjzNv3rx8/bVaLVqt1qotW5P3rbL/zFUkIMDTheRbGcR8n0Cgpwu9mgQB8MPxS1RytMfP1YEzKXdZ9M0hOtapQutgv4e+NzHLV7FuTQyHDh8lPj6B8eOG4+ioI3b9loeOU7KOkryImMqHFxFT+fCitJhKTAWc+RHJTxmiVqvZvHkz48ePp169etSqVYsVK1bQoUMHq34LFixgwYIFHDlyhODgYLZv346np2e+PhMmTODMmTM0atSIr776Cjs7uwKvGx4eztdff82cOXNYuHAhGo2G2rVr8/LLLxc5howcA+/sPEJKehauOjs6PVGNsZ0borHJm0G6mZHNkm8Pc+teDl5O9vRoVIMRHeo9Unfr1u14eboze2Ykvr5eJCaeoHuPl0hNvfnIsUrVUZIXEVP58CJiKh9elBaToOioJEkSK1EVwsWLFwkMDCQhIYFGjRoV2Gf37t107NiRO3fulGkJC1HbSyAQCB4vpVXbK/f8byUab1ejuUxOyg4x8yMQCAQCQQWmvO7VUxJE8iMQCAQCQUVGPOoueJwEBATwqLuQHTp0eGQfgUAgEAgKjZj5EQgKRq61OhlfTZdFxzliviw6AoFAUOEpp4+rlwSxz08x6dChAxMnTnzcNgQCgUAgEBQRkfwIio29vRpfH3uqV3UgKNCJDbFLyEw/x/69X9EstFGpXHPzL0fpOjuWwOqO+Pvp0Nr99S2sVoOnux2vTxvOxfMHuZdxnt8O7KB5s+J5GTVyEGdPHyhRTHJoKE1HSV7k0lGSF7l0lORFLh0leZFLRy4vJUIyl+woh4jkR1Bs1CoVublmatZqCMAnn3xJsxZdSDx6km92bMTLy6NIel8eTGLYis8feP77w6dZ8sUeXunSnD+vZpGba8bPV4eNWgWArY2aZ5+N4I03pjNn7lLatO3GqVN/8M2OTUX20qdPTxa/PYu585YWOyY5NJSmoyQvIqby4UXEVPpeSozZXLKjHCKSnxJgNBoZO3Ysrq6ueHp6EhUVZVmM/NFHHxEaGoqzszO+vr68+OKLpKamWsbu3r0blUpFXFwcoaGhODg40Lp1a06dOmXpc+7cOXr16oWPjw9OTk40a9aMH3/80cpDQEAAb731FkOHDsXZ2Zlq1arx4YcfWvWZOnUqNWvWxMHBgRo1ahAVFYXBYChx/FnZJm7fySV69usA/LR7H0lJZxg9ZhpZWdkMHNAHD3c7qld1sMzUxJ/5s9jX+2jXEXq3foJnWtbFYJC4cUuPJEk4O+ctXcs1mBkyZDCr12xi7botHEn8g1Gjp6LX5zBk8AtFutakCcNZvWYT6zd8YhVTUXTk0FCajpK8iJjKhxcRU+l7KTFi5kdQFNavX4+trS2//fYby5cvZ+nSpaxevRrIq9syd+5cEhMT2bZtGxcvXmTw4MH5NN544w2WLFnC77//jq2trVUZi8zMTLp160ZcXBwJCQl06dKFiIgIkpOTrTSWLFlCaGgoCQkJjB49mlGjRlklUc7OzsTGxnLy5EmWL1/OqlWriImJkeU90Gg0NGnSwKpNkiTiftrL1avn0GptSEnN4fKVLDLvGRnz3nYupd4t8nUMRhNJl1NpUcu6Rlh2tgl7rY2Vl7if9ljOq1Swb99+WrZsWuSY/q5zP6bC6sihoTQdJXmRS0dJXuTSUZIXuXSU5EUuHbm8yIKY+REUhapVqxITE0OtWrXo378/48aNsyQVQ4cOpWvXrtSoUYOWLVuyYsUKvv32WzIzM6003nzzTdq3b0/dunWZNm0a+/fvJycnB4CGDRvyyiuvUK9ePUJCQpg7dy5BQUFs377dSqNbt26MHj2a4OBgpk6diqenJ7t27bKcnzFjBq1btyYgIICIiAgiIyP55JNPZHkPPD3dsbXN/9Dg+fPn+D3+ICmpOeTozRiNEmnpBhrX8OPLgyeLfJ0797IxmSU8nB2s2o0mCRsblZWX1JS8reHVaqhUyY6rV1Px9fEqckz3de6Tmnqj0DpyaChNR0le5NJRkhe5dJTkRS4dJXmRS0cuL4LiIR51LwEtW7ZEpVJZXrdq1YolS5ZgMpk4cuQIs2fPJjExkTt37mD+/+w4OTmZunXrWsY0aPDXrImfX17xz9TUVKpVq0ZmZiazZ89mx44dXLt2DaPRSHZ2dr6Zn79rqFQqfH19rW6xbdmyhRUrVnDu3DkyMzMxGo24uLg8MC69Xo9er7dqkyTJKtZHcfv2LcxmM9WqWCcrh85exdXRHoBrtzPo/dZGyzmT2YzRZKZV5PuWtmFPN+Xlp5sV+rr3UanAz0eHIddMjr7iPcYpEAgEhUWSKt7PSJH8lAI5OTmEh4cTHh7Oxo0b8fLyIjk5mfDwcHJzc636ajQay9f3k4v7iVJkZCQ7d+5k8eLFBAcHo9PpeP755x+qcV/nvsavv/5K//79iY6OJjw8HFdXVzZv3sySJUse6H/+/PlER0dba6qdUNnkT5hu3ryN0WjM1+6g06FWq0n+M4O/78mY+OFIHLR5fr1cHdky9a9723GJ54hLPMdbA5+2tLk65CVKlRzzFjbfysiyuo6tjQqTSbLy4uPrSWVfHWZJ4npqDt7eXlxPufHAeB8Uk7ePdTHZoujIoaE0HSV5kUtHSV7k0lGSF7l0lORFLh25vMhCOV23UxLEba8ScPDgQavXBw4cICQkhD/++INbt26xYMECnnzySWrXrm01E1NY9u3bx+DBg3n22WepX78+vr6+XLx4sUga+/fvp3r16rzxxhuEhoYSEhLCpUuXHjpm+vTppKWlWR0qtXOBfQ0GA4cPH7VqU6lU9OrVA7PZjI1ahdEoWY5qXm54ujgCeU9nVfNysxzuzg5oNbZWbfdniTS2NtSp6s1vp60XTOt0NpaZnfteIrp3QJLgekoOoCKsY1sOHDhU6Pfsvk5Yx7ZWMRVFRw4NpekoyYtcOkryIpeOkrzIpaMkL3LpyOVFFirgmh8x81MCkpOTefXVV3nllVc4fPgw77zzDkuWLKFatWrY2dnxzjvvMHLkSI4fP87cuXOLrB8SEsLnn39OREQEKpWKqKgoy4xOUTSSk5PZvHkzzZo1Y8eOHXzxxRcPHaPVatFqtVZtBd3yUqlAo1Hz5vylALRq2Zg//7zBkCH9qV27JgajGm8ve27d1qPPzUuE1vzwOyH+HrR7IrBIcQAM6NiIqP/9SN2q3mg0Klxd7FCpVGRkGC1+1q+PZenSt9m77zDx8UcYN/ZlHB11xK7fUqRrxSxfxbo1MRw6fJT4+ATGjxteZB05NJSmoyQvIqby4UXEVPpeSkwFnPkRyU8JGDhwINnZ2TRv3hwbGxsmTJjAiBEjUKlUxMbG8vrrr7NixQqaNGnC4sWL6dmzZ5H0ly5dytChQ2ndujWenp5MnTqV9PT0Imn07NmTSZMmMXbsWPR6Pd27dycqKorZs2cXSacgtFob/P10/HEyHoCLF/4AIOnkEbr3+Jbky+lUcrPDw12LrW3e7akTySm0qxdQrOuFN6nJncxs3vvmIFX9HdDrzVxLyVsIfd/Pjz9+z8KFnkTPfg0vLy+SkpIYMWI4t2/fKtK1tm7djpenO7NnRuLr60Vi4gm693iJ1NSbjx4so4bSdJTkRcRUPryImErfi6DoqCRRJVNQCGzt/GXREbW9BAKBoHgYc6+Uim5O/GclGm/f7DmZnJQdYuZHIBAIBIKKjLjtJRAIBAKBoEJRThctlwSR/AgEAoFAUJERMz8CQeki11qdrHPflFjDIaibDE4EAoFAUN6o0Pv8dOjQgYkTJz7wfEBAAMuWLSvTawoEAoFAUKZUwH1+KnTyI5CPUSMHcfb0ATLTz7F/71c0C21kdd7eXo2vjz3VqzoQFOiEg4PNQzWWx0RRq6YXAdUcLRXhdbr8Y+TG0cGGqv55VeinTxvOuTPWMblXsqOKv47A6o5Ur+qAt6fWUlusIB71vhQWJekoyYtcOkryIpeOkrzIpaMkL3LpyOWlRIjkR1AeMZlMBW5++M8yGKVFnz49Wfz2LObOW0qzFl1IPHqSb3ZsxMvLw9JHrVKRm2vm5i19oTT27tvHKyOGka23488rWWTnmPDzscfOrvjfsvFHThDef8wDz2u1any87cnINNCyVSdmvDGd9957l9ZtulliqlzZizt3Dfx5NYvrqTloNHlJXXHfl8KgJB0leRExlQ8vIqbS91JSJMlUoqM8UuGTH6PRyNixY3F1dcXT05OoqCgK2vro4sWLqFQqjhw5Ymm7e/cuKpWK3bt3W9qOHz9O165dcXJywsfHhwEDBnDzpvWGVY+6pl6vJzIyEn9/fxwdHWnRooXVNWJjY3Fzc2P79u3UrVsXrVZLcnIyAQEBzJ07l4EDB+Li4sKIESMICwtj7NixVte/ceMGdnZ2xMXFlezN+38mTRjO6jWbWL/hE5KSzjB6zDSysrIZMvivul1Z2SZu38nlXlbB/1H+qfHpZ7t47rnnGTTwRQxGidt3cjEYzDj+bcbIbDazetMXdHlpDKHd+vPciNf44ZcDxY7DzUVDVraJu2kGxo3N8/Pxx59y9epFS0zduj3DvXtGDAYJvT4vmbPX2mBbwOxPYd6XwqAkHSV5ETGVDy8iptL3UmLEzE/FY/369dja2vLbb7+xfPlyli5dyurVq4uldffuXcLCwmjcuDG///473333HSkpKfTt27dI1xw7diy//vormzdv5ujRo/Tp04cuXbpw5swZS5+srCwWLlzI6tWrOXHiBN7e3gAsXryYhg0bkpCQQFRUFC+//DKbNm2yqtL+v//9D39/f8LCwooV59/RaDQ0adKAuJ/2WNokSSLup720bNlUVg2VWoXpb7nT6o+3sf3HX4iaMJwvVi9lwHPdmT7/HeITTxYrFq29DdnZJis/Wdkm7LXqB8akVquQJMmyy3RRY3oUStJRkhe5dJTkRS4dJXmRS0dJXuTSkcuLoHhU+OSnatWqxMTEUKtWLfr378+4ceOIiYkpltbKlStp3Lgxb731FrVr16Zx48asXbuWXbt2cfr06UJdMzk5mXXr1rF161aefPJJgoKCiIyMpG3btqxbt86iYTAY+O9//0vr1q2pVasWDg4OAISFhTF58mSCgoIICgqid+/eAHz55ZeWsbGxsQwePLjAel1FxdPTHVtbW1JTrGe3UlNv4OvjJZuGm6sGtUrFvXt5dbxycw2s/vgL5kSOok2zRlSt7MMz4R3o0flJtn69s1ix3K8Q/3c/JpMZG1tVgTGpVODhbkfmPSP/nCyU431Rmo6SvMiloyQvcukoyYtcOkryIpeOXF5kQTKX7CiHVPhH3Vu2bGmVBLRq1YolS5ZgMhX9PmZiYiK7du3Cyckp37lz585Rs2bNR17z2LFjmEwmS9/76PV6PDz+ug9sZ2dHgwYN8l0nNDTU6rW9vT0DBgxg7dq19O3bl8OHD3P8+HG2b9/+wDj0er3VTBHk/UUiR7JUHJwcbankZsf1lBzLDEvy1etk5+gZMcW6YKzBaKRO8F9FU5v3GGD52mw2k2swWtoCqzuSkWl84DqkR+HjlbfW58bN4o0XCAQCRVBOb12VhAqf/BQWtTpvkuzva3MMBoNVn8zMTCIiIli4cGG+8X5+foW6TmZmJjY2Nhw6dAgbG+unm/6eVOl0ugKTEUdHx3xtL7/8Mo0aNeLPP/9k3bp1hIWFUb169Qd6mD9/PtHR0VZtKrUTKhuXfH1v3ryN0WjE28fTqt3b24vrKTceeI3Canz33Xd4eWpJSc0hO+evhDQrOweAd9+cjo+nu9U4O81f39affvC25eujf5whZtVG1i2ZDUC9sGFWf7QYTRI2NiorP6dOqTEZpXwx+XjbY2ur4ur17HyzPnK9L0rTUZIXuXSU5EUuHSV5kUtHSV7k0pHLiyyU09mbklDhb3sdPHjQ6vWBAwcICQnJl3h4eeVNQ167ds3S9vfFzwBNmjThxIkTBAQEEBwcbHX8PSl52DUbN26MyWQiNTU1n4avr2+xYqxfvz6hoaGsWrWKTZs2MXTo0If2nz59OmlpaVaHSu1cYF+DwcDhw0cJ69jW0qZSqQjr2JYDBw4Vyt+DNJD0fPzx/0i5kUNWtvVMXFD1KthpNFxPvUk1f1+rw9f7rx8mf2/38XDH1sbG8tpotF6ro88xodPZWPlx0NmQozdbxeTjbY+dJi/xedAfTHK8L0rTUZIXuXSU5EUuHSV5kUtHSV7k0pHLiyxUwAXPFX7mJzk5mVdffZVXXnmFw4cP884777BkyZJ8/XQ6HS1btmTBggUEBgaSmprKjBkzrPqMGTOGVatW0a9fP6ZMmYK7uztnz55l8+bNrF692pJQPeyaNWvWpH///gwcOJAlS5bQuHFjbty4QVxcHA0aNKB79+7FivPll19m7NixODo68uyzzz60r1arRavVWrU97JZXzPJVrFsTw6HDR4mPT2D8uOE4OuqIXb/lb+NBo/kr19bYqrGzkzCbJIwmicjXptEstD4DBvQhPj6Bpzq3ZMGCt8jKVqHXmy176UhmCbMEjg46BvWJYNF76zFLZprUq03GvSwSjp/CyVFHr6c7FPk9uptuwN9Ph6uLhndWrmLVh8u4nHyKH3b+xpw5w3B01PHNjm3Ya9VcS8lBpVJxP0c2mfJP/xTmfSkMStJRkhcRU/nwImIqfS+ColPhk5+BAweSnZ1N8+bNsbGxYcKECYwYMaLAvmvXrmXYsGE0bdqUWrVqsWjRIp5++mnL+cqVK7Nv3z6mTp3K008/jV6vp3r16nTp0sVy26ww11y3bh3z5s1j8uTJXLlyBU9PT1q2bEmPHj2KHWe/fv2YOHEi/fr1w96+4H1pisvWrdvx8nRn9sxIfH29SEw8QfceL5Ga+tdCPq3WBn8/neW1p0decpWeYeDGTT1nzpwlV3+PLVu24OvrRd++/8FkMmGvhYBqf82a3e8PMG7If3B3c2H1x9v481oKLk6O1AkO5OUXH57cPQi93kxKag7ulbQcPBDH/PkLGDNmHHPm5MXU85kBZGenYWurpqq/g9XYK9eyycmxnp0qzPtSGJSkoyQvIqby4UXEVPpeSkwFvO2lkgra1Ebwr+PixYsEBQURHx9PkyZNijze1s6/FFwVH1HbSyAQVDSMuVdKRTf72xUlGq/rOl4mJ2VHhZ/5+bdjMBi4desWM2bMoGXLlsVKfAQCgUDwL6acrtspCSL5+Zezb98+OnbsSM2aNfn0008ftx2BQCAQKI0KeNurwj/t9W+nQ4cOSJLEqVOnqF+//uO2IxAIBIIKzC+//EJERASVK1dGpVKxbds2q/OSJDFz5kz8/PzQ6XR07tzZqroBwO3bt+nfvz8uLi64ubkxbNgwMjMzi+RDzPwIyiVyrNdJi+4sgxNwnfWjLDoCgUDwWCjD21737t2jYcOGDB061FKB4O8sWrSIFStWsH79egIDA4mKiiI8PJyTJ09aHtbp378/165dY+fOnRgMBoYMGcKIESPYtGlToX2I5KeMuXjxIoGBgSQkJNCoUaPHbUcgEAgEFZ0yvO3VtWtXunbtWrANSWLZsmXMmDGDXr16AbBhwwZ8fHzYtm0bL7zwAklJSXz33XfEx8dbKhq88847dOvWjcWLF1O5cuVC+RC3vQSyMGrkIM6ePkBm+jn27/2KZqGNHotGkXVUKjTteqMbtRiHyFXoRr6Npk1P6z4OLth1fxnd2GU4RH6I9j+TUVXyUW5MpayjJC9y6SjJi1w6SvIil46SvMilI5eXElHCTQ71ej3p6elWxz9LJBWGCxcucP36dTp3/mtW3tXVlRYtWvDrr78C8Ouvv+Lm5mZVyqlz586o1ep8Gwg/DJH8/EvIzc3N12YymTCXwXRmnz49Wfz2LObOW0qzFl1IPHqSb3ZsxMvL49GDZdQojo6mZXc0jcPI/eEjsldNJ3fXFjQtumEb+pSlj/3zE1C7eaP/bDnZa2cipd3Cvt8U0NgpMqbS1FGSFxFT+fAiYip9LyWmhIVN58+fj6urq9Uxf/78Itu4fv06AD4+1n9c+vj4WM5dv34db29vq/O2tra4u7tb+hQGkfyUEmazmUWLFhEcHIxWq6VatWq8+eablvPnz5+nY8eOODg40LBhQ0tWe5+9e/fy5JNPotPpqFq1KuPHj+fevXuW8wEBAcydO5eBAwfi4uLCiBEjiI2Nxc3Nje3bt1O3bl20Wi179+5Fo9Hk+6aYOHEiTz75pCyxTpownNVrNrF+wyckJZ1h9JhpZGVlM2TwC2WqURwddZUQjGcOYzqXiJR2E9Op3zFdOI6NXw0AVO4+2PgHo/9+PeZrF5BuXyf3u/WobO2wrdtKkTGVpo6SvIiYyocXEVPpe3ncFFQSafr06Y/b1kMRyU8pMX36dBYsWEBUVBQnT55k06ZNVtnsG2+8QWRkJEeOHKFmzZr069cPo9EI5FWA79KlC8899xxHjx5ly5Yt7N27l7Fjx1pdY/HixTRs2JCEhASioqIAyMrKYuHChaxevZoTJ04QGhpKjRo1+OijjyzjDAYDGzdufGSNr8Kg0Who0qQBcT/tsbRJkkTcT3tp2bJpmWkUV8f85xlsqtdF5Z732ai9q2JTtSbG80fzOtho8v41/r2IrYRkMqCuEqLImEpLR0le5NJRkhe5dJTkRS4dJXmRS0cuL7JQwtteWq0WFxcXq+OfJZIKw/36lSkpKVbtKSkplnO+vr6kpqZanTcajdy+fbtI9S9F8lMKZGRksHz5chYtWsSgQYMICgqibdu2vPzyy5Y+kZGRdO/enZo1axIdHc2lS5c4e/YskFdVvX///kycOJGQkBBat27NihUr2LBhAzk5ORaNsLAwJk+eTFBQEEFBQUBeYvPf//6X1q1bU6tWLRwcHBg2bBjr1q2zjPvqq6/Iycmhb9++JY7V09MdW1tbUlOst2NPTb2Br49XmWkUV8fw6w6MSQfRjViAw5Q12A+dgyH+B0wn8mbipFvXMKfdxK5DH7B3ALUNmpbdULt4oHJyU2RMpaWjJC9y6SjJi1w6SvIil46SvMilI5cXWVBIYdPAwEB8fX2Ji4uztKWnp3Pw4EFatcqbaW/VqhV3797l0KG/ir/+9NNPmM1mWrRoUehriae9SoGkpCT0ej2dOnV6YJ8GDRpYvvbz8wMgNTWV2rVrk5iYyNGjR9m4caOljyRJmM1mLly4QJ06dQCsFnzdx87OzkobYPDgwcyYMYMDBw7QsmVLYmNj6du3r1Wl+b+j1+vzLVaTJOmhxU3LKzZ1mmP7RCv0X76P+eYVbHyqYde5P1LmHYzH9oHZhP7zd7DrNhTHSe8hmU2YLp7AeC4R+Pe9HwKBoAJShlWuMjMzLX/oQ94i5yNHjuDu7k61atWYOHEi8+bNIyQkxPKoe+XKlXnmmWcAqFOnDl26dGH48OG8//77GAwGxo4dywsvvFDoJ71AJD+lgk6ne2QfjUZj+fp+UnF/cXJmZiavvPIK48fnr5dSrVo1y9cFJS86nS5fkuLt7U1ERATr1q0jMDCQb7/9lt27dz/Q2/z584mOjrZqU6mdUNm45Ot78+ZtjEYj3j6e/7imF9dTbjzwGnJrFFfHLuw/GH7dgSkp7ykB440/Ubl4omnVIy/5AczXL5KzdiZodaC2hewM7AfNxHztgiJjKi0dJXmRS0dJXuTSUZIXuXSU5EUuHbm8yEIZ7vPz+++/07FjR8vrV199FYBBgwYRGxvLlClTuHfvHiNGjODu3bu0bduW7777zqog98aNGxk7diydOnVCrVbz3HPPsWJF0eqTidtepUBISAg6nc5q6q4oNGnShJMnTxIcHJzvsLN7+BNGD+Lll19my5YtfPjhhwQFBdGmTZsH9i1o8ZpK7VxgX4PBwOHDRwnr2NbSplKpCOvYlgMHDhU4pjQ0iquj0mjz/9UjmUFVwH8NfTZkZ6Cq5IPaNxDTmQRFxlRaOkryIpeOkrzIpaMkL3LpKMmLXDpyeSlv3K868M8jNjYWyHsP5syZw/Xr18nJyeHHH3+kZs2aVhru7u5s2rSJjIwM0tLSWLt2LU5OTkXyIWZ+SgF7e3umTp3KlClTsLOzo02bNty4cYMTJ0489FbYfaZOnUrLli0ZO3YsL7/8Mo6Ojpw8eZKdO3eycuXKYnkKDw/HxcWFefPmMWfOnIf21Wq1+RarPeyWV8zyVaxbE8Ohw0eJj09g/LjhODrqiF2/pdD+5NAojo7xTAKa1hFI6bcw37yC2qc6mubhGBL/WoRoU7sZUlYGUvot1F5VsOvcH9PpQ5guHFdkTKWpoyQvIqby4UXEVPpeSowobCqQi6ioKGxtbZk5cyZXr17Fz8+PkSNHFmpsgwYN+Pnnn3njjTd48sknkSSJoKAg/vOf/xTbj1qtZvDgwbz11lsMHDiw2DoFsXXrdrw83Zk9MxJfXy8SE0/QvcdLpKbefPRgGTWKo5O783/YteuNXfhAVA4uSJl3MSTsxrB3m6WPyskNu079UDm6ImXexXh8H4a9Xyo2ptLUUZIXEVP58CJiKn0vJaYCFjZVSVIZrnQSPFaGDRvGjRs32L59e5HH2tr5l4Kjx4uo7SUQCMoTxtwrpaKbvaFke/LoBhZ9Q8PHjZj5qQCkpaVx7NgxNm3aVKzERyAQCAT/YirgHIhIfioAvXr14rfffmPkyJE89dRTjx4gEAgEgoqDWPMj+DfysMfaBQKBQCCoaIjkR1BhkWutzr3f18qi4xha8nIjAoFAUGTEzI9AIBAIBIIKRQV82ktscljBUKlUbNu2TXbdUSMHcfb0ATLTz7F/71c0C230WDQKq2Nvr8bXx57qVR0ICnTCwcHmoTrffL2BOrV8qVrFgRoBjni4F2+zyaJib29Dlco6ot4YwcXzB/PF5Oaqwb+yjsDqjgRUc8DX2x6N5sF7MpW3z6msdJTkRS4dJXmRS0dJXuTSkctLSZDMUomO8ohIfgQlpk+fnix+exZz5y2lWYsuJB49yTc7NuLl5VGmGkXRUatU5OaauXlLXyido8eSeOaZbphMduTmyvNX0pXUWzTok7+EyX1sbVX4+djzdHgXpk2bxoKFy3n22Wc5cfIPS0w6exvS0w38eTWbq9dzQAV+vjoK2pOyPH5OZaGjJC8ipvLhRWkxlRiFFDYtS0TyUwTMZjOLFi0iODgYrVZLtWrVePPNNwE4duwYYWFh6HQ6PDw8GDFiBJmZmVbj165dyxNPPIFWq8XPz4+xY8daziUnJ9OrVy+cnJxwcXGhb9++pKSkWM7Pnj2bRo0a8dFHHxEQEICrqysvvPACGRkZlj4BAQEsW7bM6pqNGjVi9uzZlvMAzz77LCqVyvK6pEyaMJzVazaxfsMnJCWdYfSYaWRlZTNk8AtlqlEUnaxsE7fv5HIvy1QonemvL2DkyNG89FL/h/5f/yxuP70mvknoi6/Sc8I8Nn+/58GdH4GLswaj0czLw4ayes0m3v9gE4lHTzFr5kxLTNdScsjINGIwmMnNNZN6IweNrRqtNv9/7fL4OZWFjpK8iJjKhxelxSQoOiL5KQLTp09nwYIFREVFcfLkSTZt2oSPjw/37t0jPDycSpUqER8fz9atW/nxxx+tkpv33nuPMWPGMGLECI4dO8b27dsJDg4G8pKqXr16cfv2bX7++Wd27tzJ+fPn8+3ofO7cObZt28bXX3/N119/zc8//8yCBQsK7T8+Ph6AdevWce3aNcvrkqDRaGjSpAFxP/31S16SJOJ+2kvLlk3LTEMJOjv2xPPfLd8wrl8PtsW8wfgXI3h38w6+3H2w0Nf+O/b2NhiMaisv2dkm7LTqB3pRq/+/SO4/cjrxOSnfi1w6SvIil46SvMilI5cXWZDMJTvKIWLBcyHJyMhg+fLlrFy5kkGDBgEQFBRE27ZtWbVqFTk5OWzYsMFSaX3lypVERESwcOFCfHx8mDdvHpMnT2bChAkWzWbNmgEQFxfHsWPHuHDhAlWrVgVgw4YNPPHEE8THx1v6mc1mYmNjcXbOKzI6YMAA4uLiLLNPj8LLywsANzc3fH19ZXhXwNPTHVtbW1JTrLdjT029Qe1aQWWmoQSd/275lskDn6Vzi4YAVPHx4Pyf1/l05z56dWhR6Ovfx8ZGhYuzm5UXk0nCRq16oBdPDy3ZOSZyDdY/kMTnpHwvcukoyYtcOkryIpeOXF5koZyu2ykJIvkpJElJSej1+gILkyYlJdGwYUNL4gPQpk0bzGYzp06dQqVScfXq1QcWNU1KSqJq1aqWxAegbt26uLm5kZSUZEl+AgICLIkPgJ+fH6mpqXKFaEGv16PXW6+FkSTpocVNKzpZOXoup9xk9nubiH7/Y0u7yWzGyUFnef3spLe4euM2APd/3LR4KRKAwOqO5OSYuJaSUywPnh5a7DRqrlzLLl4QAoGgYlJO1+2UBJH8FBKdTvfoTqUw9u9oNBqr1yqVCvPfvmnVajX/LNVmMBiKfJ358+cTHR1tfS21Eyobl3x9b968jdFoxNvH06rd29uL6yk3CnU9OTQet052Tl6yOGvkC9QPDrA6p1b/dXf53ddHYjTm3ZNKvX2XobPfYevbUwGo/+w0q13mTSaJu2l3rbzY2KgwmaV8Xjw97HB0sOHKtWxMpvx/xYnPSfle5NJRkhe5dJTkRS4dubzIQgVMfsSan0ISEhKCTqcjLi4u37k6deqQmJjIvXv3LG379u1DrVZTq1YtnJ2dCQgIKHDs/fGXL1/m8uXLlraTJ09y9+5d6tatW2iPXl5eXLt2zfI6PT2dCxcuWPXRaDSYTAUv8r3P9OnTSUtLszpUaucC+xoMBg4fPkpYx7aWNpVKRVjHthw4cKhQvuXQeNw6Hm4ueFdy5c+UW1Tz87I6qvj89eRGZS93S7uflzuA5bXRKFklLjk5JmxtzVZedDobcvVmKy95iY8tV69lYzQWPH0tPifle5FLR0le5NJRkhe5dOTyIigeYuankNjb2zN16lSmTJmCnZ0dbdq04caNG5w4cYL+/fsza9YsBg0axOzZs7lx4wbjxo1jwIAB+Pj4AHlPa40cORJvb2+6du1KRkYG+/btY9y4cXTu3Jn69evTv39/li1bhtFoZPTo0bRv357Q0NBCewwLCyM2NpaIiAjc3NyYOXMmNjbW+9fcT8LatGmDVqulUqVK+XS0Wi1ardaq7WG3vGKWr2LdmhgOHT5KfHwC48cNx9FRR+z6LYX2LodGUXRUKtBo/sr9NbZq7OwkzCYJo0ki8rVpNAutz4ABfSw6V65cZsNHH2OjzpuBsbOznmkb9Z+uLFz7GU4OOto0qkOuwcjJ88mkZ2YxMCKsSHEApGcYcHXRsGr1Wt5ZsZiTJ49z4XwSffq+ZInJ00OLk6Mt11OzMUt5vgDMZilfrcLy+DmVhY6SvIiYyocXpcVUYkRhU8HDiIqKwtbWlpkzZ3L16lX8/PwYOXIkDg4OfP/990yYMIFmzZrh4ODAc889x9KlSy1jBw0aRE5ODjExMURGRuLp6cnzzz8P5CUWX375JePGjaNdu3ao1Wq6dOnCO++8UyR/06dP58KFC/To0QNXV1fmzp2bb+ZnyZIlvPrqq6xatQp/f38uXrxY4vdl69bteHm6M3tmJL6+XiQmnqB7j5dITb356MEyahRFR6u1wd/vr9uRnh55yV56hoEbN/WcOXOWXP09tmzZYtEZMKAfjjoAG+y1Njg7aTD8bWHxc51aY29nx/rtcSz9aBs6rZaQan681L1DkWK4j9EocS0lh50/fMeiRd688fpkPD09rWIKCnQCwN/PwWps6o28R+CL8948jLL+nMpCR0leREzlw4vSYioxFfC2l0r65yIRgaAAbO38H7cFxSJqewkEgrLAmHulVHSzFr9covEOkatlclJ2iJkfgUAgEAgqMuV0r56SIBY8CwQCgUAgqFCImR+BQCAQCCoyYpNDgUBQVORaq5Pxv1dKrOH80gcyOBEIBBUJqQIueBa3vWRk8ODBPPPMM4/bBpD3BNm2bdsetw2BQCAQKB2zVLKjHFJhkp/du3ejUqm4e/fu47byr2TUyEGcPX2AzPRz7N/7Fc1CGz0WDaXpFEfjnt7Aom9+p+viL2gRvZmBH37P8T9vWc7fyswm6vNfeWrR57Scs5nR63/i0q10RcekdB0leZFLR0le5NJRkhe5dOTyUiIqYGHTCpP8yElxSkb8m+nTpyeL357F3HlLadaiC4lHT/LNjo14eXk8erCMGkrTKa5G9LYDHDh7nXnPt2br2O60CvZjZGwcKelZSJLEpE2/cOV2BjEvtmfzqG74uTkycl0c2bnGh+qKz0n5XkRM5cOL0mISFB1FJT9ms5lFixYRHByMVqulWrVqlorlBc3cHDlyBJVKZdmo79KlS0RERFCpUiUcHR154okn+Oabb7h48SIdO3YEoFKlSqhUKgYPHgzAd999R9u2bXFzc8PDw4MePXpw7tw5yzUuXryISqViy5YttG/fHnt7ezZu3IjJZOLVV1+1jJsyZUq+ulr/5NatW/Tr1w9/f38cHByoX78+H3/8sVWfDh06MHbsWMaOHYurqyuenp5ERUVZaQcEBDB37lz69euHo6Mj/v7+vPvuuw+99uXLl+nbty9ubm64u7vTq1cvWTY4BJg0YTir12xi/YZPSEo6w+gx08jKymbI4BfKVENpOsXRyDEYiTt5mYnhjWka4EM1D2dGhTWgqoczW387TfKtDI5evsnrEc2pV8WDAC8X3ohoTo7RxLdHLyoyJqXrKMmLiKl8eFFaTCVG3PZ6vEyfPp0FCxYQFRXFyZMn2bRpk6U8RGEYM2YMer2eX375hWPHjrFw4UKcnJyoWrUqn332GQCnTp3i2rVrLF++HIB79+7x6quv8vvvvxMXF4darebZZ5+1KhgKMG3aNCZMmEBSUhLh4eEsWbKE2NhY1q5dy969e7l9+zZffPHFQ/3l5OTQtGlTduzYwfHjxxkxYgQDBgzgt99+s+q3fv16bG1t+e2331i+fDlLly5l9WrrTaTefvttGjZsSEJCgsXbzp07C7yuwWAgPDwcZ2dn9uzZw759+3BycqJLly7k5uYW+v0tCI1GQ5MmDYj7aY+lTZIk4n7aS8uWTctMQ2k6xdUwmSVMZgmtrXVZEq2tDQmXbpD7/0VRtZq/zqvVKuxsbEhIfnAxRPE5Kd+LXDpK8iKXjpK8yKUjlxdZMJtLdpRDFPO0V0ZGBsuXL2flypUMGjQIgKCgINq2bfuIkX+RnJzMc889R/369QGoUaOG5Zy7e14RSW9vb9zc3Cztzz33nJXG2rVr8fLy4uTJk9SrV8/SPnHiRHr37m15vWzZMqZPn25pe//99/n+++8f6s/f35/IyEjL63HjxvH999/zySef0Lx5c0t71apViYmJQaVSUatWLY4dO0ZMTAzDhw+39GnTpg3Tpk0DoGbNmuzbt4+YmBieeuqpfNfdsmULZrOZ1atXW2p0rVu3Djc3N3bv3s3TTz/9UN8Pw9PTHVtbW1JTrLdjT029Qe1aQWWmoTSd4mo4ajU0qOrJh7uPEejlgoeTPd8dvcTRyzep6u5EgJcrfq4OrPjhCFG9mqPT2PK//X+Qkp7FzYxsRcakZB0leZFLR0le5NJRkhe5dOTyIgvldPamJChm5icpKQm9Xk+nTp2KrTF+/HjmzZtHmzZtmDVrFkePHn3kmDNnztCvXz9q1KiBi4sLAQEBQF4i9Xf+XmA0LS2Na9eu0aJFC0ubra3tI4uQmkwm5s6dS/369XF3d8fJyYnvv/8+37VatmxpVUi0VatWnDlzxqoae6tWrazGtGrViqSkpAKvm5iYyNmzZ3F2dsbJyQknJyfc3d3JycmxusV3H71eT3p6utUhqqCUHW8+3xqAp9/+gubRm9l04BRd6ldHrVKhsVGzpF87Lt3KoN1bn9Jy7hbiL6TQJqQy6gfXnhUIBIIHUwEXPCtm5ken0z30vFqdl6f9/ZfwPxcev/zyy4SHh7Njxw5++OEH5s+fz5IlSxg3btwDdSMiIqhevTqrVq2icuXKmM1m6tWrl+92kKOjY1FDysfbb7/N8uXLWbZsGfXr18fR0ZGJEyeW+NbTo8jMzKRp06Zs3Lgx3zkvL698bfPnzyc6OtqqTaV2QmXjkq/vzZu3MRqNePt4WrV7e3txPeXBt2Hk1lCaTkk0qro7s2bYU2TnGsnUG/By1jFlyx783fOKmNb19+CTMd3IyMnFYDLj7mjPSx98R93K7oqNSak6SvIil46SvMiloyQvcunI5UVQPBQz8xMSEoJOpyMuLq7A8/d/SV+7ds3SduTIkXz9qlatysiRI/n888+ZPHkyq1atAsDOzg7Aavbk1q1bnDp1ihkzZtCpUyfq1KnDnTt3HunV1dUVPz8/Dh48aGkzGo0cOnTooeP27dtHr169eOmll2jYsCE1atTg9OnT+fr9XRfgwIEDhISEYGNjY9X2zz516tQp8LpNmjThzJkzeHt7ExwcbHW4urrm6z99+nTS0tKsDpXauUBtg8HA4cNHCev41+1JlUpFWMe2HDjw8PdDTg2l6cihobOzxctZR3q2nv1nr9GhdhWr8872drg72nPpVjonr9ymQ52qio9JaTpK8iKXjpK8yKWjJC9y6cjlRRYq4IJnxcz82NvbM3XqVKZMmYKdnR1t2rThxo0bnDhxgmHDhhEcHEzVqlWZPXs2b775JqdPn2bJkiVWGhMnTqRr167UrFmTO3fusGvXLktCUL16dVQqFV9//TXdunVDp9NRqVIlPDw8+PDDD/Hz8yM5OdmyjuZRTJgwgQULFhASEkLt2rVZunTpI/cQCgkJ4dNPP2X//v1UqlSJpUuXkpKSQt26da36JScn8+qrr/LKK69w+PBh3nnnnXyx7tu3j0WLFvHMM8+wc+dOtm7dyo4dOwq8bv/+/Xn77bfp1asXc+bMoUqVKly6dInPP/+cKVOmUKWK9S9VrVaLVqu1avv7bbh/ErN8FevWxHDo8FHi4xMYP244jo46Ytdveej7IbeG0nSKq7H/zFUkIMDTheRbGcR8n0Cgpwu9muStA/jh+CUqOdrj5+rAmZS7LPrmEB3rVKF1sJ9iY1KyjpK8iJjKhxelxVRSKuIOz4pJfgCioqKwtbVl5syZXL16FT8/P0aOHAnkrYz/+OOPGTVqFA0aNKBZs2bMmzePPn36WMabTCbGjBnDn3/+iYuLC126dCEmJgbIW2wcHR3NtGnTGDJkCAMHDiQ2NpbNmzczfvx46tWrR61atVixYgUdOnR4pNfJkydz7do1Bg0ahFqtZujQoTz77LOkpaU9cMyMGTM4f/484eHhODg4MGLECJ555pl8YwYOHEh2djbNmzfHxsaGCRMmMGLEiHzX//3334mOjsbFxYWlS5cSHh5e4HUdHBz45ZdfmDp1Kr179yYjIwN/f386deqEi0v+W1lFZevW7Xh5ujN7ZiS+vl4kJp6ge4+XSE29+ejBMmooTae4Ghk5Bt7ZeYSU9CxcdXZ0eqIaYzs3RGOTN1F7MyObJd8e5ta9HLyc7OnRqAYjOtR7qObjjknJOkryImIqH16UFlOJKaezNyVBJYmVrIqiQ4cONGrUiGXLlj2wT0BAABMnTmTixIll5svWzr/MrlVREbW9BALBwzDmXikV3czXni3ReKe3H77NixJRzJofgUAgEAgEgrJAUbe9BAKBQCAQlDHl9HH1kiCSH4Wxe/fuR/aRqyyFQCAQCAQVcc2PSH4EAoUgx3qdjFUDZHACzsM/kkVHIBAoH6kCJj//ujU/HTp0KNOFwKXB9evXeeqpp3B0dLQqxVEcZs+eTaNGjWTxJRAIBIJ/IRVwn59/XfLzbyAmJoZr165x5MiRAjdBLAqRkZFWG0cOHjyYZ555poQO8zNq5CDOnj5AZvo59u/9imahjR6LhtJ0HpeXe3oDi3YepevK72ix6EsGrv+Z41etN/A8fzOdCVt/pe2Sr2j59nZeXLeLa2lZio2pNHWU5EUuHSV5kUtHSV7k0pHLi6BoVLjkp7RLScjBuXPnaNq0KSEhIXh7exfY55+lPR6Ek5MTHh4ectrLR58+PVn89izmzltKsxZdSDx6km92bMTLq/DXlUNDaTqP00v0NwkcuJDKvJ6hbH25E60CvRn58V5S/r/46eU7mQz56BcCPJxZ3f9Jtr4cxog2tfNVk1dSTKWloyQvIqby4UVpMZWYCljVvVwnP/fu3WPgwIE4OTnh5+eXbxdkyNsTZ+7cuQwcOBAXFxfLZoFTp06lZs2aODg4UKNGDaKiovIlFPPmzcPb2xtnZ2defvllpk2bZnULyWw2W3ZM1mq1NGrUiO+++85y/uLFi6hUKj7//HM6duyIg4MDDRs25Ndff31gTAEBAXz22Wds2LABlUrF4MGDgbwdlt977z169uyJo6Mjb775JrGxsflui23bts1qN+a/3/aaPXs269ev58svv0SlUqFSqQq1wPpRTJownNVrNrF+wyckJZ1h9JhpZGVlM2TwC2WqoTSdx+Ulx2Ai7o+rTAyrR9NqnlRzd2JUuzpUreTE1kMXAFi5+yRtg3yZFFaP2r5uVK3kRIeafrg7agvUfNwxlaaOkryImMqHF6XFVGLK6LaXyWQiKiqKwMBAdDodQUFBzJ0716pmpyRJzJw5Ez8/P3Q6HZ07d+bMmTOyh1yuk5/XXnuNn3/+mS+//JIffviB3bt3c/jw4Xz9Fi9eTMOGDUlISCAqKgoAZ2dnYmNjOXnyJMuXL2fVqlWW3aABNm7cyJtvvsnChQs5dOgQ1apV47333rPSXb58OUuWLGHx4sUcPXqU8PBwevbsme+DeuONN4iMjOTIkSPUrFmTfv36YTQaC4wpPj6eLl260LdvX65du8by5cst52bPns2zzz7LsWPHGDp0aJHfr8jISPr27UuXLl24du0a165do3Xr1kXW+TsajYYmTRoQ99MeS5skScT9tJeWLZuWmYbSdB6nF5PZjEmS0NpY//fW2qpJ+PMWZkliz7kUqrs7MerjfXRctoOXYnfz06mrio2ptHSU5EUuHSV5kUtHSV7k0pHLiyyUUfKzcOFC3nvvPVauXElSUhILFy5k0aJFvPPOO5Y+ixYtYsWKFbz//vscPHgQR0dHwsPDycnJkTXkcpv8ZGZmsmbNGhYvXkynTp2oX78+69evLzCpCAsLY/LkyQQFBREUlFcfacaMGbRu3ZqAgAAiIiKIjIzkk08+sYx55513GDZsGEOGDKFmzZrMnDmT+vXrW+kuXryYqVOn8sILL1CrVi0WLlxY4O7MkZGRdO/enZo1axIdHc2lS5c4e/ZsgXF5eXmh1WrR6XT4+vpaFR598cUXGTJkCDVq1KBatWpFfs+cnJzQ6XRotVp8fX3x9fW1FHwtLp6e7tja2pKaYr0de2rqDXx98leMLy0Npek8Ti+OWg0N/N35cN8pUjOyMZkldhxP5uiV29zMzOH2PT1ZuUbW/nqa1kE+vNevDWE1/Zj82UF+v/TgbfWV9P7KpaMkL3LpKMmLXDpK8iKXjlxe5ECSpBIdhWX//v306tWL7t27ExAQwPPPP8/TTz/Nb7/9ZvGxbNkyZsyYQa9evWjQoAEbNmzg6tWrbNu2TdaYy23yc+7cOXJzc2nRooWlzd3dnVq1auXrGxoamq9ty5YttGnTBl9fX5ycnJgxYwbJycmW86dOnaJ58+ZWY/7+Oj09natXr9KmTRurPm3atCEpKcmqrUGDBpav/fzyik+mpqYWJsxHxlEa6PV60tPTrQ5RBaV88WbPpiBJPP3OdzRf+CWb4s/TpW5V1Cow//9n2SHEjwHNg6nt48bQ1rVoF+LLpwkXHrNzgUDwb6V169bExcVZHuRJTExk7969dO3aFYALFy5w/fp1OnfubBnj6upKixYtHrpcpDhUiH1+HB0drV7/+uuv9O/fn+joaMLDw3F1dWXz5s0FrhmSA41GY/n6/nocczEWif0zDrVanS8pKexC6Icxf/58oqOjrdpUaidUNvmLoN68eRuj0Yi3j6dVu7e3F9dTbhTqenJoKE3ncXupWsmJNQPakZ1rJDPXiJeTPVO++A1/N0cqOWixVasI8nS2GhPo4UzCn7cUG1Np6CjJi1w6SvIil46SvMilI5cXWSjh4+p6vR69Xm/VptVq0Wqt1xBOmzaN9PR0ateujY2NDSaTiTfffJP+/fsDedu8APj4+FiN8/HxsZyTi3I78xMUFIRGo+HgwYOWtjt37hTq0fD9+/dTvXp13njjDUJDQwkJCeHSpUtWfWrVqkV8fLxV299fu7i4ULlyZfbt22fVZ9++fdStW7c4IRUZLy8vMjIyuHfvnqXtyJEjDx1jZ2eHyWR6aJ/p06eTlpZmdajUzgX2NRgMHD58lLCObS1tKpWKsI5tOXDgUKHikENDaTpK8aKzs8XLyZ707Fz2n0+lQ00/NDZq6vpV4uLtTKu+l25n4ufioPiY5NRRkhe5dJTkRS4dJXmRS0cuL7JQwjU/8+fPx9XV1eqYP39+vst88sknbNy4kU2bNnH48GHWr1/P4sWLWb9+fdnGSzme+XFycmLYsGG89tpreHh44O3tzRtvvIFa/eh8LiQkhOTkZDZv3kyzZs3YsWMHX3xhXZV23LhxDB8+nNDQUFq3bs2WLVs4evQoNWrUsPR57bXXmDVrFkFBQTRq1Ih169Zx5MgRNm7cKHu8BdGiRQscHBx4/fXXGT9+PAcPHiQ2NvahYwICAvj+++85deoUHh4euLq6Ws1MQcEZ+9+fIPsnMctXsW5NDIcOHyU+PoHx44bj6Kgjdv2WQscih4bSdB6nl/3nU5AkCPBwIvnOPWLijhPo4USvBtUBGNwyhClf/EaTqh40q+7F/vMp/HLmOqtfavtAzccdU2npKMmLiKl8eFFaTCWlpDs8T58+nVdffdWq7Z+/QyDvd+a0adN44YW8p9nq16/PpUuXmD9/PoMGDcLX1xeAlJQUyxKR+6/l3qy33CY/AG+//TaZmZlERETg7OzM5MmTSUtLe+S4nj17MmnSJMaOHYter6d79+5ERUUxe/ZsS5/+/ftz/vx5IiMjycnJoW/fvgwePNiyMAtg/PjxpKWlMXnyZFJTU6lbty7bt28nJCSkNMLNh7u7O//73/947bXXWLVqFZ06dWL27NmWx/kLYvjw4ezevZvQ0FAyMzPZtWsXHTp0KJGPrVu34+XpzuyZkfj6epGYeILuPV4iNfXBi2dLQ0NpOo/TS0aOgXd2nyQlIxtXew2davsztn1dNP//BFhYrcrM6NqINftPs2jnUaq7O7P4ueY0rur5QM3HHVNp6SjJi4ipfHhRWkwlpoTJT0F/MBdEVlZWvgkKGxsbyzKQwMBAfH19iYuLsyQ76enpHDx4kFGjRpXI4z9RSWIla6F56qmn8PX15aOPKl7dI1s7/8dtQVAIRG0vgeDfizH3Sqnopg3oVKLxrh/FPboTeRUGfvzxRz744AOeeOIJEhISGDFiBEOHDmXhwoVA3uPwCxYsYP369QQGBhIVFcXRo0c5efIk9vb2JfL5d8r1zE9pkpWVxfvvv094eDg2NjZ8/PHH/Pjjj+zcufNxWxMIBAKBoNzxzjvvEBUVxejRo0lNTaVy5cq88sorzJw509JnypQp3Lt3jxEjRnD37l3atm3Ld999J2viA2Lm54FkZ2cTERFBQkICOTk51KpVixkzZtC7d+/Hbe2xIGZ+ygdi5kcg+PdSWjM/d/uHlWi828afZHJSdoiZnweg0+n48ccfH7cNgUAgEAhKl3Jamb0kiORHIPgXIdeMTdbpL2XRcajZSxYdgUBQipTP2qQlQiQ/AoFAIBBUYEr6qHt5pNxucihQFqNGDuLs6QNkpp9j/96vaBba6LFoKE2nLL3Y26vx9bGnelUHggKdcHCweajO8pgoatX0IqCaI4HVHfH306HT5R8jN44ONlT1d2DG6yO4eP5gvpjcK9lRxV9HYHVHqld1wNtTi43Ng/eZKm+fU1npKMmLXDpK8iKXjlxeBEVDJD8KJTc393FbKDR9+vRk8duzmDtvKc1adCHx6Em+2bERLy+PMtVQmk5Ze1GrVOTmmrl5S18onb379vHKiGFk6+3480oW2Tkm/HzssbMr/o+F+MSThA+c8MDzWq0aH297OnUOZ/r0aSxatJxnn32W48eT+GbHRny8PdBq1dy5a+DPq1lcT81Bo8lL6kry3jwMJX3PiJjKhxelxVRizCU8yiOSoExIT0+XXnzxRcnBwUHy9fWVli5dKrVv316aMGGCJEmSVL16dWnOnDnSgAEDJGdnZ2nQoEGSJEnSlClTpJCQEEmn00mBgYHSjBkzpNzcXIvurFmzpIYNG0rvv/++VKVKFUmn00l9+vSR7t69a3X9VatWSbVr15a0Wq1Uq1Yt6d133y2SfxtN5QceBw8ekla+u9by2tbOX/rzz6vS9NfffOg4uTWUpvM4vdSsWVNydq1aZJ2AgCDJ06u6pL8QL+kvxEvZ5w5K786fIXV8so1Uv94TUo/wztJXG1Zazv/z2LttvdThydaW1//0VblyoORfpYaVl2rVgiRfvxoPjMnBsYpUs2ZNSWvv/6/7nP6N33siptKLqbS49Uy7Eh3lETHzU0a8+uqr7Nu3j+3bt7Nz50727NnD4cOHrfosXryYhg0bkpCQQFRUFADOzs7ExsZy8uRJli9fzqpVq4iJibEad/bsWT755BO++uorvvvuOxISEhg9erTl/MaNG5k5cyZvvvkmSUlJvPXWW0RFRclST0Wj0dCkSQPiftpjaZMkibif9tKyZdMy01CajpK8FEVHpVbx99JvqzdvZ/uPe4kaP5QvPlzEgN5dmL7wPeKPJhX62n9Ha2+D0ai28pKVbUJrp3pgTGq1CkmSMP1jXUJF/pzKixe5dJTkRS4dubzIQgWc+RHJTxmQkZFhKeDWqVMn6tWrx7p16/IVGA0LC2Py5MkEBQURFBQEwIwZM2jdujUBAQFEREQQGRnJJ598YjUuJyeHDRs20KhRI9q1a8c777zD5s2bLVVwZ82axZIlS+jduzeBgYH07t2bSZMm8cEHH5Q4Nk9Pd2xtbUlNsd6OPTX1Br4+XmWmoTQdJXkprI6bqwa1SsW9e0YAcnMNrN68nTmvjqBNaAOq+nnzzNPt6dGpDVt3FG5H139ia6PCzc3NyovJZMbGVlVgTCoVeLjbkXnPyD93JKuon1N58iKXjpK8yKUjlxc5kMwlO8oj4mmvMuD8+fMYDAaaN29uaXN1daVWrVpW/UJDQ/ON3bJlCytWrODcuXNkZmZiNBpxcXGx6lOtWjX8/f/ahLBVq1aYzWZOnTqFs7Mz586dY9iwYQwfPtzSx2g04urqWqBfvV6PXm+9bkSSpIcWNxWUb5wcbankZsf1lBzLDEvy1RSy9XpGTLeuzmwwGqkTFGB53bzXUMvXZrOZXIPR0hZY3ZGMTOMD1yE9Ch+vvLU+N24Wb7xAIBAUhEh+FISjo6PV619//ZX+/fsTHR1NeHg4rq6ubN68mSVLlhRaMzMzE4BVq1bRokULq3M2NgU/2TN//nyio6Ot2lRqJ1Q2Lvn63rx5G6PRiLePdUFMb28vrqfcKJRHOTSUpqMkL4/S+e677/Dy1JKSmkN2zl+zkVk5OQC8O/c1fDwqWY2z02gsX3/637csXx89dY6YNR+zbtEMAOo9NdLqL0OjSSIr466VFxsbNSajlC8mH297bG1VXL2enW/W51Ex/Rs/JxGTMrzIpSOXF1kop7M3JUHc9ioDatSogUajIT4+3tKWlpbG6dOnHzpu//79VK9enTfeeIPQ0FBCQkK4dOlSvn7JyclcvXrV8vrAgQOo1Wpq1aqFj48PlStX5vz58wQHB1sdgYGBBV53+vTppKWlWR0qtXOBfQ0GA4cPHyWsY1tLm0qlIqxjWw4cOPTQ+OTUUJqOkrw8TAdJz8cf/4+UGzlkZVvfhg2q5o+dRsP11JtU8/e1Ony9/3oa5e/tPh6VsLWxsbw2Gq3X6uhzTNjamq28OOhs0OdKVjH5eNtjp8lLfMwP+MFckT4nEZNyvMilI5cXORC3vQSlgrOzM4MGDeK1117D3d0db29vZs2ahVqtfuitpJCQEJKTk9m8eTPNmjVjx44dfPHFF/n62dvbM2jQIBYvXkx6ejrjx4+nb9+++Pr6AhAdHc348eNxdXWlS5cu6PV6fv/9d+7cucOrr76aT0+r1aLVaq3aHuYzZvkq1q2J4dDho8THJzB+3HAcHXXErt9S2LdIFg2l6ZS1F5UKNJq//p7R2Kqxs5MwmySMJonI16bRLLQ+Awb0IT4+gac6t2TBgrfIylah15ste+nc3/DM0UHHoOe7seiD/2GWJJo8UYuMe1kknDyNk4OOXk+1K1IcAHfTDfj76fjgw7W8u3Ixf/xxgnNnT/L88/0tMfl626PVqrmWkoNKpeL+BKXJlH/6pzx+TmWhoyQvIqbS91JiymkCUxJE8lNGLF26lJEjR9KjRw9cXFyYMmUKly9ffmil2p49ezJp0iTGjh2LXq+ne/fuREVFMXv2bKt+wcHB9O7dm27dunH79m169OjBf//7X8v5l19+GQcHB95++21ee+01HB0dqV+/PhMnTpQltq1bt+Pl6c7smZH4+nqRmHiC7j1eIjX15qMHy6ihNJ2y9qLV2uDvp7O89vTIS2DTMwzcuKnnzJmz5OrvsWXLFnx9vejb9z+YTCbstRBQ7a9brukZBsvX4wb1wd3VhdWbt/Pn9VRcHB2pExzAy/16FimG++j1ZlJSc/gp7nsWLfJm+rRX8fT0tMR0+/YtqlfN81LV38Fq7JVr2eTkWM9OlcfPqSx0lORFxFT6XkpKeZ29KQmiqvtj4t69e/j7+7NkyRKGDRtWbJ3Zs2ezbds2jhw5Ip+5AhBV3SsWoraXQKA8Squq+42n2pdovNfOn2VyUnaImZ8yIiEhgT/++IPmzZuTlpbGnDlzAOjVS/xyEAgEAsHjoyLO/IjkpwxZvHgxp06dws7OjqZNm7Jnzx48PT0fPVAgEAgEglKiIiY/4raXoFCI214VC3HbSyBQHqV12yulQ4cSjffZvVsWH2WJmPkRCAT5kCtpuTs+/8adRcVtxe8yOBEIBA+iIs78iH1+BAKBQCAQVChE8iOQhVEjB3H29AEy08+xf+9XNAtt9Fg0lKajJC9y6RRZQ6XGLvxFHF7/EMf5n+Aw7X00nfs+sLv2uVE4Lf4SzZMRpeOnlDSUpqMkL3LpKMmLXDpyeSkJkllVoqM8IpIfQYnp06cni9+exdx5S2nWoguJR0/yzY6NeHl5PHqwjBpK01GSl8cZk6ZjbzStu6L/4gOyFo1F/80G7Dr0RtO2R76+NvVaoq5WE3PaLUXHpHQdJXkRMZW+l5JSEXd4FslPKZKRkUH//v1xdHTEz8+PmJgYOnToYNlcUKVSsW3bNqsxbm5uxMbGWl5PnTqVmjVr4uDgQI0aNYiKisJgyNuE7vTp06hUKv744w8rjZiYGEtVeJPJxLBhwwgMDESn01GrVi2WL18ua5yTJgxn9ZpNrN/wCUlJZxg9ZhpZWdkMGfxCmWooTUdJXh5nTDYBtTEeP4gp6RDSnVRMR/djOp2AumqIVT+VizvaZ4aj37QUTEZFx6R0HSV5ETGVvpeSIkmqEh3lEZH8lCKvvvoq+/btY/v27ezcuZM9e/Zw+PDhImk4OzsTGxvLyZMnWb58OatWrSImJgaAmjVrEhoaysaNG63GbNy4kRdffBHIq7JdpUoVtm7dysmTJ5k5cyavv/46n3zyiSwxajQamjRpQNxPeyxtkiQR99NeWrZsWmYaStNRkhe5dIqrYbr4BzYhDVB5VgZA7ReAOrAupj/+9n9BpUL74iQMu7/AnHJZ8TEpWUdJXuTSUZIXuXTk8iIHYuZHIBsZGRmsX7+exYsX06lTJ+rVq8e6deswmUyPHvw3ZsyYQevWrQkICCAiIoLIyEirxKV///58/PHHltenT5/m0KFD9O/fH8j7DxYdHU1oaCiBgYH079+fIUOGyJb8eHq6Y2trS2qK9Xbsqak38PXxKjMNpekoyYtcOsXVMOz6DOORvThMeRfHhZ+hmxSDYc92jAl/7Qqr6dgbTCYMe78uFzEpWUdJXuTSUZIXuXTk8iIoHuJR91Li/PnzGAwGmjdvbmlzdXWlVq1aRdLZsmULK1as4Ny5c2RmZmI0GnFxcbGcf+GFF4iMjOTAgQO0bNmSjRs30qRJE2rXrm3p8+6777J27VqSk5PJzs4mNzeXRo0aPfCaer0evV5v1SZJ0kOLmwoED8K2YVtsm7RHv2kp5uvJqCsHou01DCn9Nsbfd6H2D0LTNoLsZfmL7AoEgtKnvC5aLgli5ucxolKp+Ocek/fX8wD8+uuv9O/fn27duvH111+TkJDAG2+8QW5urqWPr68vYWFhbNq0CYBNmzZZZn0ANm/eTGRkJMOGDeOHH37gyJEjDBkyxErjn8yfPx9XV1erQzJnFNj35s3bGI1GvH2sd6r29vbiesqNQr0PcmgoTUdJXuTSKa6GXY/BGH76DOORPZivX8J4eDe5v2zHLux5AGxq1EXl5IrDG6txXPg5jgs/R+3ug13EEBxe/1CRMSlZR0le5NJRkhe5dOTyIgeSVLKjPCKSn1KiRo0aaDQa4uPjLW1paWmcPn3a8trLy4tr165ZXp85c4asrCzL6/3791O9enXeeOMNQkNDCQkJ4dKlS/mu1b9/f7Zs2cKvv/7K+fPneeGFvxbL7du3j9atWzN69GgaN25McHAw586de6j36dOnk5aWZnWo1M4F9jUYDBw+fJSwjm0tbSqVirCObTlw4NBDryOnhtJ0lORFLp3iaqg0dkj/XBggmeH/ZxINh3aTvXQC2TETLYc57RaG3dvIXhWtyJiUrKMkL3LpKMmLXDpyeZGDiviou7jtVUo4OzszaNAgXnvtNdzd3fH29mbWrFmo1WrL7aOwsDBWrlxJq1atMJlMTJ06FY1GY9EICQkhOTmZzZs306xZM3bs2MEXX3yR71q9e/dm1KhRjBo1io4dO1K5cmUrjQ0bNvD9998TGBjIRx99RHx8PIGBgQ/0rtVq0Wq1Vm0Pu+UVs3wV69bEcOjwUeLjExg/bjiOjjpi128p9Pslh4bSdJTk5XHGZDwZj12nPkh3b2C+fhm1fw3s2vXCEP9jXoesDMxZ/5hZNBmRMu4g3Xj4dv7ic1K+FxFT6XspKeU1gSkJIvkpRZYuXcrIkSPp0aMHLi4uTJkyhcuXL2Nvbw/AkiVLGDJkCE8++SSVK1dm+fLlHDr0V8bfs2dPJk2axNixY9Hr9XTv3p2oqChmz55tdR1nZ2ciIiL45JNPWLt2rdW5V155hYSEBP7zn/+gUqno168fo0eP5ttvv5Utzq1bt+Pl6c7smZH4+nqRmHiC7j1eIjX15qMHy6ihNB0leXmcMem3rcIu/EW0vUeicnJFSruN4cD35O4s+Q948Tkp34uIqfS9CIqOKGxahty7dw9/f3+WLFnCsGHDHredIiEKmwqKg6jtJRDIR2kVNr3Q8KkSjQ9M3CmTk7JDzPyUIgkJCfzxxx80b96ctLQ05syZA0CvXqLStUAgEAiUgbjtJZCdxYsXc+rUKezs7GjatCl79uzB09Pz0QMFAoFAICgDyusuzSWhRMnPlStX+OWXX0hNTeW5556jSpUqmEwm0tLScHV1xcbGRi6f5ZLGjRtbreERCAQCgUBplNddmktCsZIfSZKYPHkyK1euxGg0olKpqF+/PlWqVCEzM5OAgADmzJljqWElEAgqJnKs18lYNUAGJ+A8/CNZdAQCQfmnWPv8vP322yxfvpzIyEh27txptVGfq6srvXv35rPPPpPNZEXl70VQ/8ngwYN55plniqUbGxuLm5tbsX0JBAKB4N+DWVKV6CiPFCv5WbVqFQMHDuStt94qsExCgwYNrDbzE8jP8uXLraq/F4X//Oc/sn8+o0YO4uzpA2Smn2P/3q9oFtrosWgoTUdJXuTSeVxe7ukNLNp5lK4rv6PFoi8ZuP5njl+9Y9Xn/M10Jmz9lbZLvqLl29t5cd0urqVlPUDx8cdUmjpK8iKXjpK8yKUjl5eSIKq6F5LLly/TunXrB553dHQkPT292KYEj8bV1bXYszc6nQ5vb2/ZvPTp05PFb89i7rylNGvRhcSjJ/lmx0a8vDzKVENpOkry8m+IKfqbBA5cSGVez1C2vtyJVoHejPx4LykZ2QBcvpPJkI9+IcDDmdX9n2Try2GMaFMbre3D1x4q6f2VS0dJXkRMpe+lpFTEHZ6Llfx4e3tz+fLlB54/dOgQ1apVK7YpQcHs2LEDV1dXNm7caHXb6+uvv8bNzc1SMf7IkSOoVCqmTZtmGfvyyy/z0ksvAfLf9po0YTir12xi/YZPSEo6w+gx08jKymbI4BcePVhGDaXpKMlLeY8px2Ai7o+rTAyrR9NqnlRzd2JUuzpUreTE1kMXAFi5+yRtg3yZFFaP2r5uVK3kRIeafrg7agvUfNwxlaaOkryImErfS0kRtb0KSe/evXn//fc5f/68pe1++YMffviB2NhY+vTpI49DAZBXsLRfv35s3LjRqnApwJNPPklGRgYJCQkA/Pzzz3h6erJ7925Ln59//pkOHTrI7kuj0dCkSQPiftpjaZMkibif9tKyZdMy01CajpK8yKXzOL2YzGZMkoTWxvpHltZWTcKftzBLEnvOpVDd3YlRH++j47IdvBS7m59OXVVsTKWloyQvcukoyYtcOnJ5ERSPYiU/0dHR+Pn50ahRIwYOHIhKpWLhwoW0bduWrl270qBBA15//XW5vVZY3n33XUaPHs1XX31Fjx498p13dXWlUaNGlmRn9+7dTJo0iYSEBDIzM7ly5Qpnz56lffv2snvz9HTH1taW1BTr7dhTU2/g6+NVZhpK01GSF7l0HqcXR62GBv7ufLjvFKkZ2ZjMEjuOJ3P0ym1uZuZw+56erFwja389TesgH97r14awmn5M/uwgv196cKkAJb2/cukoyYtcOkryIpeOXF7kQNz2KiSurq4cOHCAKVOmcOXKFezt7fn555+5e/cus2bNYs+ePTg4OMjttULy6aefMmnSJHbu3PnQ5KV9+/bs3r0bSZLYs2cPvXv3pk6dOuzdu5eff/6ZypUrExISUqhr6vV60tPTrQ5RBUXwuHmzZ1OQJJ5+5zuaL/ySTfHn6VK3KmoVmP//+7NDiB8DmgdT28eNoa1r0S7El08TLjxm5wKBsqmIT3sVe5NDnU7HjBkzmDFjhpx+BP+gcePGHD58mLVr1xIaGvrA6uodOnRg7dq1JCYmotFoqF27Nh06dGD37t3cuXOnSLM+8+fPJzo62qpNpXZCZeOSr+/Nm7cxGo14+1jvWu3t7cX1lBuFup4cGkrTUZIXuXQet5eqlZxYM6Ad2blGMnONeDnZM+WL3/B3c6SSgxZbtYogT2erMYEeziT8eUuxMZWGjpK8yKWjJC9y6cjlRQ7K6xNbJaFYMz+CsiMoKIhdu3bx5ZdfMm7cuAf2u7/uJyYmxpLo3E9+du/eXaT1PtOnTyctLc3qUKmdC+xrMBg4fPgoYR3bWtpUKhVhHdty4EDhdreWQ0NpOkryIpeOUrzo7GzxcrInPTuX/edT6VDTD42Nmrp+lbh4O9Oq76Xbmfi5PHgWWikxyamjJC9y6SjJi1w6cnmRg4q44LlYMz9Dhw59ZB+VSsWaNWuKIy/4BzVr1mTXrl106NABW1tbli1blq9PpUqVaNCgARs3bmTlypUAtGvXjr59+2IwGIo086PVatFqrZ+QedCME0DM8lWsWxPDocNHiY9PYPy44Tg66ohdv6XQ15RDQ2k6SvLyb4hp//kUJAkCPJxIvnOPmLjjBHo40atBdQAGtwxhyhe/0aSqB82qe7H/fAq/nLnO6pfaPlDzccdUWjpK8iJiKn0vJaUsb11duXKFqVOn8u2335KVlUVwcDDr1q0jNDQUyFv0PWvWLFatWsXdu3dp06YN7733XqGXbRSWYiU/P/30U75fhiaTiWvXrmEymfDy8sLR0VEWg4I8atWqxU8//USHDh0eWDOtffv2HDlyxDLL4+7uTt26dUlJSaFWrVql5m3r1u14eboze2Ykvr5eJCaeoHuPl0hNffBC09LQUJqOkrz8G2LKyDHwzu6TpGRk42qvoVNtf8a2r4vm/58AC6tVmRldG7Fm/2kW7TxKdXdnFj/XnMZVH15IWEnvr1w6SvIiYip9L+WFO3fu0KZNGzp27Mi3336Ll5cXZ86coVKlSpY+ixYtYsWKFaxfv57AwECioqIIDw/n5MmT2Nvby+ZFJcm4ktVgMPDBBx+wbNkydu7cSWBgoFzSgseMrZ3/47YgqKCI2l4CQR7G3CuloptQrVeJxjdO/rJQ/aZNm8a+ffvYs2dPgeclSaJy5cpMnjyZyMhIANLS0vDx8SE2NpYXXpBv/yNZ1/xoNBrGjh3L008/zdixY+WUFggEAoFAUAqUdM1PQU8I6/X6fNfZvn07oaGh9OnTB29vbxo3bsyqVass5y9cuMD169fp3Lmzpc3V1ZUWLVrw66+/yhpzqSx4btiwIb/88ktpSAsEAoFAIJCRkj7qPn/+fFxdXa2O+fPn57vO+fPnLet3vv/+e0aNGsX48eNZv349ANevXwfAx8fHapyPj4/lnFwU+1H3h7Fz506xz49AIJAFuW5XZf68WBYdp/aRsugIBEqhpI+6T58+nVdffdWq7Z8PzQCYzWZCQ0N56623gLytXI4fP87777/PoEGDSuShqBQr+ZkzZ06B7Xfv3uWXX37h8OHDVnWlKhIdOnSgUaNGBT6RVVRUKhVffPGFpYaXQCAQCARKo6AnhAvCz8+PunXrWrXVqVOHzz77DABfX18AUlJS8PPzs/RJSUmhUaNG8hmmmLe9Zs+eXeCxfv161Go177//Pm+++aasRgXKZtTIQZw9fYDM9HPs3/sVzUIbPRYNpekoyYtcOmXpxd5eja+PPdWrOhAU6ISDQ/4nHf+u883XG6hTy5eqVRyoEeCIh7tdsbwVFXt7G6pU1hH1xggunj+YLyY3Vw3+lXUEVnckoJoDvt72aDQP/mu7vH1OZaWjJC9y6cjlpSSU1Q7Pbdq04dSpU1Ztp0+fpnr1vO0qAgMD8fX1JS4uznI+PT2dgwcP0qpVK3mC/X+KlfyYzeYCj1u3bvHbb78xYsSIh+4LI/h30adPTxa/PYu585bSrEUXEo+e5JsdG/Hy8ihTDaXpKMlLeY1JrVKRm2vm5q38iycL0jl6LIlnnumGyWRHbq65SJ4exJUbd2g4ePYDz9vaqvDzsefp8C5MmzaNBQuX8+yzz3Li5B+WmHT2NqSnG/jzajZXr+eACvx8dRT0Y7I8fk5loaMkL0qLqaRIJTwKy6RJkzhw4ABvvfUWZ8+eZdOmTXz44YeMGTMGyLvbMXHiRObNm8f27ds5duwYAwcOpHLlyvLfAZGKSFZWljRp0iRp+/btRR1aIWjfvr00YcIEKTo6WnriiSfynW/YsKE0Y8YMy+s1a9ZIdevWlezs7CRfX19pzJgxlnOAtGrVKumZZ56RdDqdFBwcLH355ZdWeseOHZO6dOkiOTo6St7e3tJLL70k3bhxw3LeZDJJb731lhQQECDZ29tLDRo0kLZu3VrkuGw0lR94HDx4SFr57lrLa1s7f+nPP69K019/86Hj5NZQmo6SvPwbYqpZs6bk7Fq10DpVqwZJ3j4BlnPZ+zdZjo3zJ0vh7VtL9erWkZ5u10qKnTvR6vzfj7NfvivVrFnT8vqfvry8A6SAgCArL36VA6WqVYMeGJNGmxePo3OVf93n9G/83lNKTKXFPt/eJTqKwldffSXVq1dP0mq1Uu3ataUPP/zQ6rzZbJaioqIkHx8fSavVSp06dZJOnTolZ7iSJElSkWd+dDodH3zwASkpKfJmYf8yhg4dSlJSEvHx8Za2hIQEjh49ypAhQwB47733GDNmDCNGjODYsWNs376d4OBgK53o6Gj69u3L0aNH6datG/379+f27dtA3hqrsLAwGjduzO+//853331HSkoKffv2tYyfP38+GzZs4P333+fEiRNMmjSJl156iZ9//lmWODUaDU2aNCDup7/2bZAkibif9tKyZdMy01CajpK8yKWjJC8l0dmx/yj//WIXY58L44v5Yxn3fCfe/XwX2/ceKfS1/469vQ0Go9rKS3a2CTut+oFe1Oq8KR+zSZ6Y5NZQmo6SvMilI5cXOZAkVYmOotCjRw+OHTtGTk4OSUlJDB8+3Oq8SqVizpw5XL9+nZycHH788Udq1qwpZ7hAMW97NW3alOPHj8vt5V9FlSpVCA8PZ926dZa2devW0b59e2rUqAHAvHnzmDx5MhMmTKBmzZo0a9aMiRMnWukMHjyYfv36ERwczFtvvUVmZia//fYbACtXrqRx48a89dZb1K5dm8aNG7N27Vp27drF6dOn0ev1vPXWW6xdu5bw8HBq1KjB4MGDeemll/jggw9kidPT0x1bW1tSU6x3JE1NvYGvj1eZaShNR0le5NJRkpeS6Ly3bReTXwinc2hdqnhVonNoXV4Kb8mnu38v9LX/jo2NCjdXNysvJpOEjVr1QC+eHlqyc0zkGqxvzYnPSfle5NKRy4ugeBTraa9ly5bRrVs36tWrx+DBg7G1LZUn5ss9w4cPZ+jQoSxduhS1Ws2mTZuIiYkBIDU1latXr9KpU6eHajRo0MDytaOjIy4uLqSmpgKQmJjIrl27cHJyyjfu3LlzGAwGsrKyeOqpp6zO5ebm0rhx4wdeU6/X59ugSpIksY5LUO7J0udyOfUOs9d+SfS67ZZ2k8mMk8NfW+c/+/q7XLt1F/ircGPLV/Ie4gis7khOjolrKTnF8uDpocVOo+bKteziBSEQyIw8q+PKF4XOWn755Rfq1KmDl5cXgwYNQq1W88orrzB+/Hj8/f3R6XRW/VUqFYmJibIbLk9ERESg1Wr54osvsLOzw2Aw8PzzzwPke78ehEajsXqtUqkwm/O+VTMzM4mIiGDhwoX5xvn5+Vlm53bs2IG/v3V5ioc9ljh//nyio6Otr6t2QmXjkq/vzZu3MRqNePtY10/y9vbiesqNh0Qmr4bSdJTkRS4dJXkprk52Ti4AMwf3pH6Q9f8JtfqvifB3X+2P0ZR3Tyr1TgbDFsTyyZyRADR4cYFVJWuTSeJu2l0rLzY2KkxmKZ8XTw87HB1suHItG5Mp/1JR8Tkp34tcOnJ5kQOJiveHbaFve3Xs2JEff/wRAA8PD2rVqkW7du1o0aIFVapUwcPDw+pwd3cvNdPlBVtbWwYNGsS6detYt24dL7zwgiXpcXZ2JiAgwOqRvqLSpEkTTpw4QUBAAMHBwVaHo6MjdevWRavVkpycnO981apVH6g7ffp00tLSrA6V2rnAvgaDgcOHjxLW8a/K2SqVirCObTlw4FCh4pBDQ2k6SvIil46SvBRXx8PVCS83Z/68cYdqPh5WRxWvv4orVvZ0s7T7ebgCWF4bjZJV4pKTY8LW1mzlRaezIVdvtvKSl/jYcvVaNkZjwc/IiM9J+V7k0pHLixyYpZId5ZFCz/xIkoT0/3/u7N69u7T8/Ot4+eWXqVOnDgD79u2zOjd79mxGjhyJt7c3Xbt2JSMjg3379jFu3LhCaY8ZM4ZVq1bRr18/pkyZgru7O2fPnmXz5s2sXr0aZ2dnIiMjmTRpEmazmbZt25KWlsa+fftwcXF54I6aBW1Y9bBbXjHLV7FuTQyHDh8lPj6B8eOG4+ioI3b9lkLFIZeG0nSU5KW8xqRSgUbz199oGls1dnYSZpOE0SQR+do0moXWZ8CAPhadK1cus+Gjj7FR583A2NmpLT+7AEY/24GFG7/FyUFLm/rBGAwmTly8Svq9bAZ2aV2kOADSMwy4umhYtXot76xYzMmTx7lwPok+fV+yxOTpocXJ0ZbrqdmYpTxfAGazZDWLVJT3Ro73tzzpKMmL0mIqKeYKOPMjFuuUMiEhIbRu3Zrbt2/TokULq3ODBg0iJyeHmJgYIiMj8fT0tNwWKwyVK1dm3759TJ06laeffhq9Xk/16tXp0qWLZQp/7ty5eHl5MX/+fM6fP4+bmxtNmjTh9ddfly3GrVu34+XpzuyZkfj6epGYeILuPV4iNfXmowfLqKE0HSV5Ka8xabU2+Pv9dYvY0yMvKU/PMHDjpp4zZ86Sq7/Hli1bLDoDBvTDUQdgg73WBmcnDYa/LSzu3b4p9nYaYr/dT8yWnei0GkKq+ND/6ZZFiuE+RqPEtZQcdv7wHYsWefPG65Px9PS0iikoMG9dnr+fddmf1Bs5ZGQai/XePAwlfc+ImErfi6DoqCTpn393FIxarWbjxo3069evtD39q5AkiZCQEEaPHp2v9kl5wtbO/9GdBAIFI2p7Cco7xtwrpaIb5/OfEo3vlFK2M1VyUKRH3V966SVsbGwKdYgnwODGjRusXLmS69evW/b2EQgEAoFASZhLeJRHipShdO7cuVQ2G/q34u3tjaenJx9++CGVKlV69ACBQCAQCMqYivi0V5GSn0GDBvHiiy+Wlpd/HYW8oygQCAQCwWOjvM7elARxb0ogEFQI5Fqrk/Z6uxJruL71iwxOBAJBcRHJj0AgEAgEFZiKOPNTrNpeAsE/GTVyEGdPHyAz/Rz7935Fs9BGj0VDaTpK8iKXjpK8yKVTZA2VCk3HPugmLMfhjfXoxi9D0+5Zqy6Osz8u8NC07qHMmMqBjpK8yKUjl5eSIKEq0VEeKXTyYzabxXofQYH06dOTxW/PYu68pTRr0YXEoyf5ZsdGvLw8ylRDaTpK8iJikldD07YnmmZPkftNLNnvTib3x01o2kRg2yLc0idr8UirQ7/tfSTJjDHpN0XGpHQdJXlRWkwlxawq2VEeETM/MtGhQwfGjRvHxIkTqVSpEj4+PqxatYp79+4xZMgQnJ2dCQ4O5ttvvwXAZDIxbNgwAgMD0el01KpVi+XLl1tpDh48mGeeeYbFixfj5+eHh4cHY8aMwWAwWPpcu3aN7t27o9PpCAwMZNOmTQQEBLBs2TJLn+TkZHr16oWTkxMuLi707duXlJQU2WKfNGE4q9dsYv2GT0hKOsPoMdPIyspmyOAXylRDaTpK8iJikldDXbUmxj9+x3QmAenuTUwnf8N07ig2/sGWPlJmmtVhU7sp5gsnke6kKjImpesoyYvSYiopZlQlOsojIvmRkfXr1+Pp6clvv/3GuHHjGDVqFH369KF169YcPnyYp59+mgEDBpCVlYXZbKZKlSps3bqVkydPMnPmTF5//XU++eQTK81du3Zx7tw5du3axfr164mNjSU2NtZyfuDAgVy9epXdu3fz2Wef8eGHH1qqvkPejF2vXr24ffs2P//8Mzt37uT8+fP85z8l29TqPhqNhiZNGhD30x5LmyRJxP20l5Ytm5aZhtJ0lORFLh0leZFLp7ga5sunsalRD5WHLwBqn2rYVKuN8cyRggc4umIT0hhDwi7FxqRkHSV5kUtHLi+C4iGSHxlp2LAhM2bMICQkhOnTp2Nvb4+npyfDhw8nJCSEmTNncuvWLY4ePYpGoyE6OprQ0FACAwPp378/Q4YMyZf8VKpUiZUrV1K7dm169OhB9+7dLcVQ//jjD3788UdWrVpFixYtaNKkCatXryY7O9syPi4ujmPHjrFp0yaaNm1KixYt2LBhAz///DPx8fEljtnT0x1bW1tSU6y3Y09NvYGvj1eZaShNR0le5NJRkhe5dIqrYdi7HePx/ejGLsEh6iPsR87HcOBbTMf2Fdhf06gd5OZgSnr4/znxOSnfi1w6cnmRA6mER3lEPO0lIw0aNLB8bWNjg4eHB/Xr17e0+fj4AFhmZt59913Wrl1LcnIy2dnZ5Obm0qhRIyvNJ554AhsbG8trPz8/jh07BsCpU6ewtbWlSZMmlvPBwcFWGyomJSVRtWpVqyrudevWxc3NjaSkJJo1a5YvDr1ej16vt2qTJOmhxU0FgoqEzRMtsa3fFv1nKzGn/omNb3XsugxEyriDMTH/Y+y2jdtjPLoPjIYC1ASCx4t42ktQIjQajdVrlUpl1XY/eTCbzWzevJnIyEiGDRvGDz/8wJEjRxgyZAi5ubmP1DSbS/dbdf78+bi6ulodkjmjwL43b97GaDTi7eNp1e7t7cX1lBuFup4cGkrTUZIXuXSU5EUuneJq2D3VH8PeLzEd/xUp9TLGo3sxHPgWzZM98/VVV6uF2tMf4+GfFB2TknWU5EUuHbm8yIFZpSrRUR4Ryc9jYt++fbRu3ZrRo0fTuHFjgoODOXfuXJE0atWqhdFoJCEhwdJ29uxZ7ty5Y3ldp04dLl++zOXLly1tJ0+e5O7du9StW7dA3enTp5OWlmZ1qNTOBfY1GAwcPnyUsI5tLW0qlYqwjm05cOBQoeKQQ0NpOkryIpeOkrzIpVNcDZXGDv65g7vZDKr8P1Jtm3TEdPU85pTkUvMjt4bSdJTkRS4dubzIgbjtJSgzQkJC2LBhA99//z2BgYF89NFHxMfHExgYWGiN2rVr07lzZ0aMGMF7772HRqNh8uTJ6HQ6yyxT586dqV+/Pv3792fZsmUYjUZGjx5N+/btCQ0NLVBXq9Wi1Wqt2h52yytm+SrWrYnh0OGjxMcnMH7ccBwddcSuL3ylXzk0lKajJC8iJnk1jKcPo2n3DFLaLcw3LqP2DUDTqhuGhN3WHbU6bOu2IPeHjYqPSek6SvKitJgERUckP4+JV155hYSEBP7zn/+gUqno168fo0ePtjwKX1g2bNjAsGHDaNeuHb6+vsyfP58TJ05gb28P5CUtX375JePGjaNdu3ao1Wq6dOnCO++8I1ssW7dux8vTndkzI/H19SIx8QTde7xEaurNRw+WUUNpOkryImKSVyP3m1jswvpi130IKkdXpIw7GA7FYfj5M6t+tvVagUqF8QELoZUUk9J1lORFaTGVlIq45kclieqb/yr+/PNPqlatyo8//kinTp1k07W185dNSyAoz4jaXoLHhTH3Sqnofly5f4nG97ta+JlNpSBmfso5P/30E5mZmdSvX59r164xZcoUAgICaNeu5D+gBQKBQPDvp7xuVFgSRPJTzjEYDLz++uucP38eZ2dnWrduzcaNG/M9JSYQCAQCQUFUxNs/Ivkp54SHhxMeHv7ojgKBQCAQCACR/AgEAkGRkGO9Tlp0ZxmcgOusH2XREVRsymtx0pIgkh+BQCAQCCowFfFpL7HJoUAWRo0cxNnTB8hMP8f+vV/RLLTRY9FQmo6SvMiloyQvcuk8Fi8qFZp2vdGNWoxD5Cp0I99G0+YfO0Q7uGDX/WV0Y5fhEPkh2v9MRlXJR7kxlbKOkrzIpSOXl5JQETc5FMlPGSNJEkaj8XHbkJU+fXqy+O1ZzJ23lGYtupB49CTf7NiIl5dHmWooTUdJXkRMyvOiadkdTeMwcn/4iOxV08ndtQVNi27Yhj5l6WP//ATUbt7oP1tO9tqZSGm3sO83BTR2ioypNHWU5EVpMZUUs6pkR3lEJD8yoNfrGT9+PN7e3tjb29O2bVtLxfTdu3ejUqn49ttvadq0KVqtlr1793Lu3Dl69eqFj48PTk5ONGvWjB9/tL5/HxAQwFtvvcXQoUNxdnamWrVqfPjhh1Z99u/fT6NGjbC3tyc0NJRt27ahUqk4cuSIpc/x48fp2rUrTk5O+Pj4MGDAAG7elG8TrUkThrN6zSbWb/iEpKQzjB4zjaysbIYMfqFMNZSmoyQvIibleVFXCcF45jCmc4lIaTcxnfod04Xj2PjVAEDl7oONfzD679djvnYB6fZ1cr9bj8rWDtu6rRQZU2nqKMmL0mISFB2R/MjAlClT+Oyzz1i/fj2HDx8mODiY8PBwbt++bekzbdo0FixYQFJSEg0aNCAzM5Nu3boRFxdHQkICXbp0ISIiguRk6/o/S5YsITQ0lISEBEaPHs2oUaM4deoUAOnp6URERFC/fn0OHz7M3LlzmTp1qtX4u3fvEhYWRuPGjfn999/57rvvSElJoW/fvrLErtFoaNKkAXE/7bG0SZJE3E97admyaZlpKE1HSV7k0lGSF7l0HqcX859nsKleF5V73m0stXdVbKrWxHj+aF4Hm//frsKqEryEZDKgrhKiyJhKS0dJXuTSkcuLHJhLeJRHRPJTQu7du8d7773H22+/TdeuXalbty6rVq1Cp9OxZs0aS785c+bw1FNPERQUhLu7Ow0bNuSVV16hXr16hISEMHfuXIKCgti+fbuVfrdu3Rg9ejTBwcFMnToVT09Pdu3aBcCmTZtQqVSsWrWKunXr0rVrV1577TWr8StXrqRx48a89dZb1K5dm8aNG7N27Vp27drF6dOnSxy/p6c7tra2pKZYzySlpt7A18erzDSUpqMkL3LpKMmLXDqP04vh1x0Ykw6iG7EAhylrsB86B0P8D5hO/AqAdOsa5rSb2HXoA/YOoLZB07IbahcPVE5uioyptHSU5EUuHbm8yEFFTH7E014l5Ny5cxgMBtq0aWNp02g0NG/enKSkJJo1awaQr4hoZmYms2fPZseOHVy7dg2j0Uh2dna+mZ8GDRpYvlapVPj6+pKamgrAqVOnaNCggaWOF0Dz5s2txicmJrJr1y6cnJwK9F6zZs187Xq9Hr1eb9UmSdJDi5sKBIKiYVOnObZPtEL/5fuYb17Bxqcadp37I2XeyasFZjah//wd7LoNxXHSe0hmE6aLJzCeS4QKuCOvoPSQKuC3k0h+yghHR0er15GRkezcuZPFixcTHByMTqfj+eefJzc316rfP3dqVqlUmM2Fz7UzMzOJiIhg4cKF+c75+fkVOGb+/PlER0dbX1fthMrGJV/fmzdvYzQa8fbxtGr39vbiesqNQnmUQ0NpOkryIpeOkrzIpfM4vdiF/QfDrzswJR0EwHjjT1Qunmha9bAUQjVfv0jO2pmg1YHaFrIzsB80E/O1C4qMqbR0lORFLh25vMhBeZ29KQnitlcJCQoKws7Ojn37/qrabDAYiI+Pp27dug8ct2/fPgYPHsyzzz5L/fr18fX15eLFi0W6dq1atTh27JjVLM39hdb3adKkCSdOnCAgIIDg4GCr458J2X2mT59OWlqa1aFSOxfY12AwcPjwUcI6trW0qVQqwjq25cCBQ4WKQw4NpekoyYtcOkryIpfO4/Si0mjhn3WlJTOoCvixrM+G7AxUlXxQ+wZiOpOgyJhKS0dJXuTSkcuLHIjbXoIi4+joyKhRo3jttddwd3enWrVqLFq0iKysLIYNG0ZiYmKB40JCQvj888+JiIhApVIRFRVVpBkdgBdffJE33niDESNGMG3aNJKTk1m8eDGA5RbVmDFjWLVqFf369WPKlCm4u7tz9uxZNm/ezOrVq7Gxscmnq9Vq0Wq1Vm0Pu+UVs3wV69bEcOjwUeLjExg/bjiOjjpi128pdCxyaChNR0leREzK82I8k4CmdQRS+i3MN6+g9qmOpnk4hsS/FsDa1G6GlJWBlH4LtVcV7Dr3x3T6EKYLxxUZU2nqKMmL0mISFB2R/MjAggULMJvNDBgwgIyMDEJDQ/n++++pVKnSA8csXbqUoUOH0rp1azw9PZk6dSrp6elFuq6LiwtfffUVo0aNolGjRtSvX5+ZM2fy4osvWtYBVa5cmX379jF16lSefvpp9Ho91atXp0uXLqjV8kz8bd26HS9Pd2bPjMTX14vExBN07/ESqamFf5xeDg2l6SjJi4hJeV5yd/4Pu3a9sQsfiMrBBSnzLoaE3Rj2brP0UTm5YdepHypHV6TMuxiP78Ow90vFxlSaOkryorSYSkp53aiwJKgk6Z/zroLyzMaNGxkyZAhpaWnodDrZdG3t/GXTEggqOqK2l6A4GHOvlIru8movlWj8hOT/yeSk7BAzP+WcDRs2UKNGDfz9/UlMTGTq1Kn07dtX1sRHIBAIBP9eyuu6nZIgkp9yzvXr15k5cybXr1/Hz8+PPn368Oabbz5uWwKBQCAoJ4jkR1DumDJlClOmTHncNgQCgUAgKDeI5EcgEAjKGLnW6mSsGiCLjvPwj2TREZRPHtfC3wULFjB9+nQmTJjAsmXLAMjJyWHy5Mls3rwZvV5PeHg4//3vf/Hx8ZH12mKfH4FAIBAIKjCPo6p7fHw8H3zwgVUVA4BJkybx1VdfsXXrVn7++WeuXr1K7969ZYjSGpH8CGRh1MhBnD19gMz0c+zf+xXNQhs9Fg2l6SjJi1w6SvIil46SvBRH557ewKKdR+m68jtaLPqSget/5vjVO1Z9zt9MZ8LWX2m75Ctavr2dF9ft4lpalmJjUroXuXTk8lISynqTw8zMTPr378+qVaustoRJS0tjzZo1LF26lLCwMJo2bcq6devYv38/Bw4cKEGE+RHJj6DE9OnTk8Vvz2LuvKU0a9GFxKMn+WbHRry8PMpUQ2k6SvIiYiofXoqrE/1NAgcupDKvZyhbX+5Eq0BvRn68l5SMbAAu38lkyEe/EODhzOr+T7L15TBGtKmN1jb/JqdKiUnJXpQWU0mRSngUlTFjxtC9e3c6d7be8uHQoUMYDAar9tq1a1OtWjV+/fXXYlzpwYjkp5h06NCBsWPHMnbsWFxdXfH09CQqKor72yZ99NFHhIaG4uzsjK+vLy+++KKlICnA7t27UalU7Nixw1KctGXLlhw//tfOrbdu3aJfv374+/vj4OBA/fr1+fjjjy3nN2zYgIeHR74ipM888wwDBuStBTh37hy9evXCx8cHJycnmjVrxo8/yrs3yKQJw1m9ZhPrN3xCUtIZRo+ZRlZWNkMGv1CmGkrTUZIXEVP58FIcnRyDibg/rjIxrB5Nq3lSzd2JUe3qULWSE1sP5dUAW7n7JG2DfJkUVo/avm5UreREh5p+uDtqC9R83DEp3YvSYnrc6PV60tPTrY5//l66z+bNmzl8+DDz58/Pd+769evY2dnh5uZm1e7j48P169dl9SySnxKwfv16bG1t+e2331i+fDlLly5l9erVQF7dlrlz55KYmMi2bdu4ePEigwcPzqfx2muvsWTJEuLj4/Hy8iIiIgKDwQDkLfxq2rQpO3bs4Pjx44wYMYIBAwbw22+/AdCnTx9MJhPbt2+36KWmprJjxw6GDh0K5E0vduvWjbi4OBISEujSpQsRERH5qscXF41GQ5MmDYj76a8t+SVJIu6nvbRs2bTMNJSmoyQvcukoyYtcOkryUlwdk9mMSZLQ2lj/ONfaqkn48xZmSWLPuRSquzsx6uN9dFy2g5did/PTqauKjUnJXuTSkcuLHJiRSnTMnz8fV1dXq6Og5Oby5ctMmDCBjRs3WqoQPC5E8lMCqlatSkxMDLVq1aJ///6MGzeOmJgYAIYOHUrXrl2pUaMGLVu2ZMWKFXz77bdkZmZaacyaNYunnnqK+vXrs379elJSUvjiiy8A8Pf3JzIykkaNGlGjRg3GjRtHly5d+OSTTwDQ6XS8+OKLrFu3zqL3v//9j2rVqtGhQwcAGjZsyCuvvEK9evUICQlh7ty5BAUFWSVMJcHT0x1bW1tSU6y3Y09NvYGvj1eZaShNR0le5NJRkhe5dJTkpbg6jloNDfzd+XDfKVIzsjGZJXYcT+boldvczMzh9j09WblG1v56mtZBPrzXrw1hNf2Y/NlBfr/04DIKSnpvlORFLh25vMhBSdf8FFQMe/r06fmuc+jQIVJTU2nSpAm2trbY2try888/s2LFCmxtbfHx8SE3N5e7d+9ajUtJScHX11fWmMWj7iWgZcuWVgU/W7VqxZIlSzCZTBw5coTZs2eTmJjInTt3LEVLk5OTraq9t2rVyvK1u7s7tWrVIikpCQCTycRbb73FJ598wpUrV8jNzUWv1+Pg4GAZM3z4cJo1a8aVK1fw9/cnNjaWwYMHW3xlZmYye/ZsduzYwbVr1zAajWRnZz905kev1+ebspQk6aHFTQUCwePjzZ5Nmf31YZ5+5ztsVCpq+7rRpW5Vkq7fwfz/t+I7hPgxoHkwALV93Ei8cptPEy4QWt3zcVoXKICSPupeUDHsgujUqRPHjh2zahsyZAi1a9dm6tSpVK1aFY1GQ1xcHM899xwAp06dIjk52ep3pRyI5KcUyMnJITw8nPDwcDZu3IiXlxfJycmEh4eTm5tbaJ23336b5cuXs2zZMurXr4+joyMTJ0600mjcuDENGzZkw4YNPP3005w4cYIdO3ZYzkdGRrJz504WL15McHAwOp2O559//qE+5s+fT3R0tFWbSu2EysYlX9+bN29jNBrx9rH+Aert7cX1lBuFilMODaXpKMmLXDpK8iKXjpK8lESnaiUn1gxoR3aukcxc4/+xd95hUVxtG7+XsvTeIVRFBAEparCjGMXeYu89ioiILYnYaxQQxdgLGruxxvpGAQVEFBDFRrGgiIAoKNKX8/3Bx8R1KQM7wqLnl2uusGdn7r3Psg7PnvI80FGWx/xT0TBSV4KGohxkpHhooq0idI25lgriXmVLbJ8k1QtXOlx54YL6yvCsoqICW1tboTYlJSVoaWkx7ZMmTcKcOXOgqakJVVVVeHp6om3btnBxceHUC532EoNbt24JPY6KioKlpSUeP36M7OxsrF27Fh07dkTz5s2FFjt/eU0F79+/R2JiIqytrQEAERER6N+/P0aPHo2WLVvCwsICiYmJIhqTJ0/Gvn37sHfvXnTr1g3GxsbMcxERERg/fjwGDhwIOzs76Ovr4/nz59X2q7IhTJ6USqXnlpSUIDb2Hrp26cC08Xg8dO3SAVFRMdW+DpcakqYjSV640pEkL1zpSJIXLnQU+DLQUZbHh4JiRD7NhGszA8hKS8HGQAPP3wlPub94lwcDVcUqlCSnT5LmhSsdrrx8awQEBKBPnz4YPHgwOnXqBH19fZw8eZLz16EjP2KQmpqKOXPmYNq0aYiNjcXmzZvh5+cHExMT8Pl8bN68Gb/88gsSEhKwYsWKSjWWL18OLS0t6Onp4ffff4e2tjYGDBgAALC0tMSJEycQGRkJDQ0N+Pv7IyMjQ2jaDABGjhyJuXPnYufOndi/f7/Qc5aWljh58iT69u0LHo8HX19fZgquKiobwqxuyisgcCf27g5ATOw93L4dh1meU6CkpIB9wUerfR2uNSRNR5K80D41Di911Yl8mgFCADMtZaS+/4SAqwkw11JGf3tTAMB4F0vMPxUNJ2MttDbVQeTTDFxPeoNdoztUqdnQfZJkL5LWJ3Gpa6JCLggNDRV6LC8vjy1btmDLli1f9XVp8CMGY8eORUFBAdq0aQNpaWl4eXlh6tSp4PF42LdvH3777Tds2rQJTk5O2LBhA/r16yeisXbtWnh5eSEpKQkODg44d+4c+Hw+AGDRokV4+vQpevToAUVFRUydOhUDBgxAbm6ukIaamhoGDx6M8+fPM4FTBf7+/pg4cSLatWsHbW1tLFiwAB8+fOD0fTh+/Cx0tDWxdPFc6OvrID7+AXr3GY3MzKoXU34NDUnTkSQvtE+Nw0tddT4WlmBz6ENkfCyAmrws3JobYWZnG8j+/w6wrlaGWNTTAbsjE/HH/+7BVFMFGwa3gaNx9et9JOm9kSQvktYncSlrsAIXDQePVCSmodQKV1dXODg4MPVIaktoaCi6dOmC9+/fi+Q0qAtubm5o0aIFNm3aJLZWZcjwjb6KLoVCqTu0ttf3RWlx2lfR/d1spFjXr3p+iCMn9Qcd+WnkvH//HqGhoQgNDcWff/7Z0HYoFAqF0siorwXPkgQNfho5jo6OeP/+PdatWwcrK6uGtkOhUCgUisRDg5868uUirdri6uoKLmYca9q5RaFQKBRKdXyPa35o8EOhUCiNFK7W6uRdXSu2hrLbQg6cUBqC7y/0ocEPhUKhUCjfNd/jmh+a5JDCCdN/GYfkxCjkfUhBZPg5tG7l0CAakqYjSV640pEkL1zpSJIXNjry8lLQ15OHqbEimpgrQ1FRulqNC//sh7WVPox/UISFmRK0NPl18lVb5OWl8YOhAizMlPD7r1PwNFm4T+pqsjAyVIC5qRLMTBShrysPWdmqk840tt9TfXoRB3ELmzZGaPDzHVObUhvVMWRIP2xYvwQrVvqj9Y/uiL/3EBfOH4SOjla9akiajiR5oX1qHF7Y6kjxeCguLsPb7CJWGvfuP8KAAb0gEPBRXMzN9/y0tzloOXlllc/LyPBgoCePgkIBfnRxw2+//Yo//9yCDp16M336wUgXHz6U4NXrArx+UwjwAAN9BVSWU7Ux/p7qywul9tA8PxKCq6srU9vkwIEDkJWVxfTp07F8+XLweDwUFRXh999/x+HDh5GTkwNbW1usW7eOqd6enZ2NmTNn4vr163j//j2aNGmC3377DSNGjBB5DRkZGfz111+ws7NDSEgIK3/V5fmJDD+H23fi4TV7EYDybNDPn97Glj/34o/17LJ0cqEhaTqS5IX2qXF4qYtOE3NlpGcUID9fwErjrwN7UFQsQPa7/778VKz5OXk9DvuvRCHtbQ4MtdUx0q01hnVpVanPtLc56LUwCPG7yl/jyzU/mhp8KClK42VaAeNn1aoVkJbi4U1mUaV9kpICzE2VkZaej8JC4SCtsf+euND4Wnl+vM2Gi3V9wPMjHDmpP+jIjwQRHBwMGRkZREdHIzAwEP7+/ti1axcAYObMmbh58yaOHDmCe/fuYciQIXB3d0dSUhKA8mKqzs7OOH/+PBISEjB16lSMGTMG0dHRIq/B5/MRERGBbdu2ie1ZVlYWTk72uHrtBtNGCMHVa+FwcXGuNw1J05EkL1zpSJIXrnQkyQtXOnXVOB91H3+eCcPMgV1wasUv8BzYBVtOh+FsRDxr/58jLy+N/AKBkJ+CAgHk5KWr9CMlVT7kUyYQ1pKk95crHa68cEGZmEdjhAY/EoSxsTECAgJgZWWFUaNGwdPTEwEBAUhNTcXevXtx/PhxdOzYEU2aNMHcuXPRoUMH7N27FwBgZGSEuXPnwsHBARYWFvD09IS7uzuOHTsm9BqWlpb4448/YGVlxUleIG1tTcjIyCAzQzgde2ZmFvT1dOpNQ9J0JMkLVzqS5IUrHUnywpVOXTW2nrkOn6Hd0M25OX7Q0UA35+YY/VMbnLgex9r/50hL8yAQECE/AgGBtBQPPF7lfrS15FBQKEBxifCfVEl6f7nS4coLFxAx/2uM0N1eEoSLi4tQAdG2bdvCz88P9+/fh0AgQLNmzYTOLyoqgpZW+dywQCDA6tWrcezYMaSlpaG4uBhFRUVQVBSu2uzsXPM3iqKiIhQVCa8lIIRUW9yUQqE0XvKLivEy6z2WBv+DZfvPM+0CQRmUFeSZxwMXb0N6dnltwYoFEy4e6wAA5qZKKCwUID2jsE4etLXkwJeVQlp6QR17QakrjXX0Rhxo8NMIyMvLg7S0NGJiYiAtLbyrQ1lZGQCwfv16BAYGYuPGjbCzs4OSkhJmz54tsqhZSUmpxtdbs2YNli1bJtTGk1IGT1pV5Ny3b9+htLQUunrCBRJ1dXXwJiOLVf+40JA0HUnywpWOJHnhSkeSvHClUxeNgsLy+8Tisb1hZy68vq9iKgoAtngNR2lp+Z/KzJyPmLT+AI4tngIAsB+7Hp+vIBUICKSleUJ+pKV5EJQRECLsR1urfH1QWnoBBALRkQRJen+50uHKC6Vu0GkvCeLWrVtCj6OiomBpaQlHR0cIBAJkZmaiadOmQoe+vj4AICIiAv3798fo0aPRsmVLWFhYIDExsU4+fv31V+Tm5godPCmVSs8tKSlBbOw9dO3SgWnj8Xjo2qUDoqJiWL0eFxqSpiNJXrjSkSQvXOlIkheudOqioaWmDB11FbzKyoGJnqbQ8YOOBnOeoZY6026gpQYAzOPSUiIUuBQWCqCgIC3kR0FBGkWFAiE/5YGPDF6nF6C0tPIpFEl6f7nS4coLF3yPW93pyI8EkZqaijlz5mDatGmIjY3F5s2b4efnh2bNmmHUqFEYO3Ys/Pz84OjoiKysLFy9ehX29vbo3bs3LC0tceLECURGRkJDQwP+/v7IyMiAjY1NrX3IyclBTk5OqK26Ka+AwJ3YuzsAMbH3cPt2HGZ5ToGSkgL2BR9l/ZpcaEiajiR5oX1qHF7Y6vB4gKzsf99dZWWkwOcTlAkISgUEc+ctROtWdhgzZgijkZb2EvsPHIa0VPl6HD5fCoQQlJSU//Ga0a8T1h25DGUFObS3bYKSUgEePH+ND/mFGNvdpVZ9AIAPH0ugpioLTQ0+NgftxM4dAXiZ+gRXr92G7+KJUFJSwNmzp6GsJIs3mQUoI+W+AKDs/0eHGur9rS8drryIS+MMX8SDBj8SxNixY1FQUIA2bdpAWloaXl5emDp1KgBg7969WLlyJXx8fJCWlgZtbW24uLigT58+AIBFixbh6dOn6NGjBxQVFTF16lQMGDAAubm5X9338eNnoaOtiaWL50JfXwfx8Q/Qu89oZGa+rfliDjUkTUeSvNA+NQ4vbHXk5KRhZKDAPNbWKv+y8uFjCbLeFiEpKRnFRZ9w9OhRRmPMmBFQUgAAacjLSUNFWRYlJWVIfZUPABjUyRHycrLYd+kmAk5chQJfFpY/6GJUtza18l9BaSlBekYhtDX5uBV1FWvWrMPMmZ5Yvvy/PpUU50JamgcjA+G1iZlZhfiYV1rr94UNkqTDlRdxaayjN+JA8/xICK6urnBwcMDGjRsb2kqlVJfnh0KhNG5oba/GwdfK8zPFbIhY1+98fpwjJ/UHXfNDoVAoFArlu4JOe1EoFAqF8h3TWHP1iAMNfiSE0NDQhrZAoVAolO8QmueHQqFQKN8dXKzX+RA4iAMngKrXSU50KOz5Hkd+6JqfSjAzM5PYhcc1sW/fPqirqze0DQqFQqE0EmhtLwoA4Pbt28wWcwo7pv8yDsmJUcj7kILI8HNo3cqhQTQkTUeSvHClI0leuNKRJC9c6TSUl0/FpVgf+hg9d1+Hy+Z/Me7oLTx481/KjW03kzEwOBxtg/5Fp63XMO3vO7ifniPRffqaOlx5odQOGvxUgo6OjkhNLErVDBnSDxvWL8GKlf5o/aM74u89xIXzB6Gjo1WvGpKmI0leaJ8ah5dvoU/L//cAUanZWNnDFsfGtENbEy38cjIGmXnlNb9MNZSwoIs1jo9ph71D28BQVQEzTsXiXX5xlZoN3aevpcOVF3EpI0SsozHyXQY/rq6umDlzJmbOnAk1NTVoa2vD19cXFSmPvpz24vF42LVrFwYOHAhFRUVYWlri7NmzQpoJCQno2bMnlJWVoaenhzFjxuDt2/8SVV26dAkdOnSAuro6tLS00KdPH6SkpDDPP3/+HDweD0eOHEG7du0gLy8PW1tbhIWFMeeEhoaCx+Ph/PnzsLe3h7y8PFxcXJCQkFBtf8+cOQMnJyfIy8vDwsICy5YtQ2lpabXX1AZvrynYtfsQgvcfw6NHSZjhsRD5+QWYMH54vWpImo4keaF9ahxeGnufCksFuJqcidkdm8H5B02YqCvil7ZNYayugOP3XgIAejY3gIuJFn5QU0QTLWX4dLJCXnEpkt5+lMg+fU0drryICxHzaIx8l8EPAAQHB0NGRgbR0dEIDAyEv78/du3aVeX5y5Ytw9ChQ3Hv3j306tULo0aNwrt37wAAOTk56Nq1KxwdHXHnzh1cunQJGRkZGDp0KHP9p0+fMGfOHNy5cwdXr16FlJQUBg4ciLIy4RnTefPmwcfHB3FxcWjbti369u2L7OxskXP8/Pxw+/Zt6OjooG/fvigpKanU940bNzB27Fh4eXnh4cOH2L59O/bt24dVq1bV9a0TQlZWFk5O9rh67QbTRgjB1WvhcHGpuYI8VxqSpiNJXrjSkSQvXOlIkheudBrSi6CMQEAI+NLCf1rkZKQRl5Yjcn6JoAwnE15BmS+DZjqV1w9s6D59LR2uvHDB91jb67sNfoyNjREQEAArKyuMGjUKnp6eCAgIqPL88ePHY8SIEWjatClWr16NvLw8REdHAwCCgoLg6OiI1atXo3nz5nB0dMSePXsQEhLCFBcdPHgwBg0ahKZNm8LBwQF79uzB/fv38fDhQ6HXmTlzJgYPHgxra2ts3boVampq2L17t9A5S5YswU8//QQ7OzsEBwcjIyMDp06dqtT3smXLsHDhQowbNw4WFhb46aefsGLFCmzfvl2ct49BW1sTMjIyyMwQTseemZkFfT2detOQNB1J8sKVjiR54UpHkrxwpdOQXpT4MrA3UMPOW0+RmVcIQRnB+UevcS89B2/zi5jzrj/NQrstV/Hj5n/xV+wLbBvkDA0FvkT26WvpcOWFC4iY/zVGvtvgx8XFRahYZ9u2bZGUlASBQFDp+fb29szPSkpKUFVVRWZmJgAgPj4eISEhUFZWZo7mzZsDADO1lZSUhBEjRsDCwgKqqqowMzMDUF7M9HPatm3L/CwjI4NWrVrh0aNHVZ6jqakJKysrkXMqiI+Px/Lly4W8TZkyBenp6cjPz6/0mqKiInz48EHooFVQKBQKG1b2sAMB0GPXdfy4+V8cvpsKdysDSOG/+21rYw0cGdUW+4a1QTszbcy/EI93nwVHlPrle9ztRfP8sERWVlboMY/HY6as8vLy0LdvX6xbt07kOgMDAwBA3759YWpqip07d8LQ0BBlZWWwtbVFcXH1i/zEJS8vD8uWLcOgQaI5OOTl5Su9Zs2aNVi2bJlQG09KGTxpVZFz3759h9LSUujqaQu16+rq4E1GFiuPXGhImo4keeFKR5K8cKUjSV640mloL8bqitg9pDUKSkqRVyyAjpIcFpyPh5Haf4VYFWRlYKIuAxN1RdgbqKPfvnCcSkjDpDYWEtmnr6HDlRdK3fhuR35u3bol9DgqKgqWlpaQlpautZaTkxMePHgAMzMzNG3aVOhQUlJCdnY2njx5gkWLFsHNzQ3W1tZ4//59pVpRUVHMz6WlpYiJiYG1tXWV57x//x6JiYki53zu7cmTJyK+mjZtCimpyn/9v/76K3Jzc4UOnlTl8/ElJSWIjb2Hrl06MG08Hg9du3RAVFRM5W/YV9CQNB1J8sKVjiR54UpHkrxwpSMpXhRkZaCjJIcPhSWIfJEN1ya6VZ5LCEGJoOoxBEnpE5c6XHnhgu9xzc93O/KTmpqKOXPmYNq0aYiNjcXmzZvh5+dXJy0PDw/s3LkTI0aMwPz586GpqYnk5GQcOXIEu3btgoaGBrS0tLBjxw4YGBggNTUVCxdWnlF1y5YtsLS0hLW1NQICAvD+/XtMnDhR6Jzly5dDS0sLenp6+P3336GtrY0BAwZUqrd48WL06dMHJiYm+PnnnyElJYX4+HgkJCRg5cqVlV4jJycHOTk5obbPpwi/JCBwJ/buDkBM7D3cvh2HWZ5ToKSkgH3BR6t517jXkDQdSfJC+9Q4vHwLfYp8/hYEgJmGIl7mFCDgRiLMNZXQz8YQBSWl2BX9DJ0tdKCtJIecghIci09FZl4RfmqmL7F9+lo6XHkRl8a6bkccvtvgZ+zYsSgoKECbNm0gLS0NLy+vOic2NDQ0REREBBYsWIDu3bujqKgIpqamcHd3h5SUFLOFfdasWbC1tYWVlRU2bdoEV1dXEa21a9di7dq1uHv3Lpo2bYqzZ89CW1tb5BwvLy8kJSXBwcEB586dA59f+WLBHj164J9//sHy5cuxbt06yMrKonnz5pg8eXKd+loZx4+fhY62JpYungt9fR3Exz9A7z6jkZn5tuaLOdSQNB1J8kL71Di8fAt9yisuxeaIJGTkFUJNThZulnrwaNcUstJSKCMEz999wrmHr5FTWAw1eT5a6Kliz5DWaKKlLLF9+lo6XHkRl8a6bkcceOQ7XMnq6uoKBwcHiSph8fz5c5ibmyMuLg4ODg6VnhMaGoouXbrg/fv39V7CQoZvVK+vR6FQGhe0ttfXp7Q47avoDjTpK9b1p1LPceSk/vhu1/xQKBQKhUL5Pvlup70oFAqFQqGg0S5aFofvMvgJDQ1taAsimJmZ1ZhLx9XVlebboVAoFAqnfI9rfr7L4IdCoVAo3MLVWp2PF3w50VHptYITne+B73G3F13zI8F8WWCVQqFQKBSu+R7z/NDgh8IJ038Zh+TEKOR9SEFk+Dm0buXQIBqSpiNJXrjSkSQvXOlIkheudCTBi7y8FPT15GFqrIgm5srYv89PbD81cSTsLnr67oa5qRKMDBQgx//vz5yUFKCtycdvC6fg+dNb+PTxKaKjzqNN67p5kaTfE6V20OCHIjZDhvTDhvVLsGKlP1r/6I74ew9x4fxB6Oho1auGpOlIkhfap8bh5VvrkxSPh+LiMjSzagkAOHbsjFh+ztx8gEkbj1f5/OWYJ/A7eR3Terng1et8FBeXwUBfAdJS5UlaZaSlMHBgX/z++69YvsIf7Tv0wpMnj3Hh/KFG/XsSF0KIWEdjhAY/DYirqytmzpyJmTNnQk1NDdra2vD19a30w/T8+XPweDzcvXuXacvJyQGPx2MWcIeGhoLH4+Hy5ctwdHSEgoICunbtiszMTFy8eBHW1tZQVVXFyJEjqyxqWhe8vaZg1+5DCN5/DI8eJWGGx0Lk5xdgwvjh9aohaTqS5IX2qXF4+db6lF8gwLv3xVi29DcAwLXQCCGdsWOGQEuTD1NjRWak5nbiy1p5/JwDV2MxqJ0tBrRtgZISgqzsIhBCoKJSvry1uKQMEyaMx67dh7Bn71HcjX+M6TMWoKiosFH/nsTleyxsSoOfBiY4OBgyMjKIjo5GYGAg/P39sWvXLrE0ly5diqCgIERGRuLly5cYOnQoNm7ciEOHDuH8+fO4cuUKNm/ezIl/WVlZODnZ4+q1G0wbIQRXr4XDxcW53jQkTUeSvHClI0leuNKRJC9c6UiSl891PqdC5/XrFMjJSSMjsxAv0/KR96kUHltO4UVm5bUPq6OkVIBHLzPwY3MTofaCAgHk5aSr7BOPB0RERDba3xMXEDH/a4zQ4KeBMTY2RkBAAKysrDBq1Ch4enoiICBALM2VK1eiffv2cHR0xKRJkxAWFoatW7fC0dERHTt2xM8//4yQkBBO/Gtra0JGRgaZGcLp2DMzs6Cvp1NvGpKmI0leuNKRJC9c6UiSF650JMnL5zpf8vRpCu7cvoWMzEIUFpWhtJQg90MJHJsY4szNB6z1K3ifVwBBGYGWiqJQe6mAQFqaV2mfpKQADQ0+Xr/ObLS/Jy6orwXPa9asQevWraGiogJdXV0MGDAAT548ETqnsLAQHh4e0NLSgrKyMgYPHoyMjAyuu0y3ujc0Li4uQkVD27ZtCz8/PwgEgjpr2tv/9y1LT08PioqKsLCwEGqLjo6u8vqioiIUFRUJtRFCqi1uSqFQKLXh3btslJWVweQH4WAlJikNakoKAID0dx8waMV+5jlBWRlKBWVo6x3EtE3q0QaT3dvU+vV5PMBATwElxWUoLKr7/ZbCnrCwMHh4eKB169YoLS3Fb7/9hu7du+Phw4dQUlICAHh7e+P8+fM4fvw41NTUMHPmTAwaNAgRERGceqHBTyNBSqp8kO7z9UAlJSWVnisrK8v8zOPxhB5XtJWVVT1Tu2bNGixbtkz4Gill8KRVRc59+/YdSktLoasnXHxVV1cHbzKyqnwNrjUkTUeSvHClI0leuNKRJC9c6UiSl891vkRRQQFSUlJIffURny9zjN81E4py5fcsHTVlHP11NPPc1fgkXI1LxurxPZk2NSV5AICGcvnC5uyPwusZZaR5EAiIkBc9fW0Y6iugjBC8ySxs1L8nLqivRcuXLl0Serxv3z7o6uoiJiYGnTp1Qm5uLnbv3o1Dhw6ha9euAIC9e/fC2toaUVFRcHFx4cwLnfZqYG7duiX0OCoqCpaWlpCWlhZq19EpHwZNT09n2j5f/Mwlv/76K3Jzc4UOnpRKpeeWlJQgNvYeunbpwLTxeDx07dIBUVExrF6PCw1J05EkL1zpSJIXrnQkyQtXOpLk5XOdz+HxeOjfvw/KysogLcVDaSlhDhNddWirlY8CyEhLwURXnTk0lRUhx5cRaqsIfmRlpGFtrIfoJ8ILphUUpJmRnQovfXu7ghDgTUYhgMb9e+ICcae9ioqK8OHDB6Hjy9mDysjNzQUAaGpqAgBiYmJQUlKCbt26Mec0b94cJiYmuHnzJqd9piM/DUxqairmzJmDadOmITY2Fps3b4afn5/IeQoKCnBxccHatWthbm6OzMxMLFq06Kt4kpOTg5ycnFBbdVNeAYE7sXd3AGJi7+H27TjM8pwCJSUF7As+yvo1udCQNB1J8kL71Di8fGt94vEAWVkprFrjDwBo6+KIV6+yMGHCKDRv3gwlpVLQ1ZFH9rsiFBWXB0K7L0fD0kgbnWwtalAXZYybE3z3X4aNiS5kZXlQU+WDx+Ph48dSxk9w8D74+69HeEQsbt++C8+Zkxv970lcxF20XNlswZIlS7B06dIqrykrK8Ps2bPRvn172NraAgDevHkDPp8PdXV1oXP19PTw5s0bsTx+CQ1+GpixY8eioKAAbdq0gbS0NLy8vDB16tRKz92zZw8mTZoEZ2dnWFlZ4Y8//kD37t3r2bEox4+fhY62JpYungt9fR3Exz9A7z6jkZn5tuaLOdSQNB1J8kL71Di8fGt9kpOThpGBAh4/vA0AeP7sMQDg0cO76N3nIlJffoCGOh9amnKQkSmfnnrwIqNOgQ8A9HC2wvuPBdj6z00YGymiqKgM6RnlC6Er/Pz772WsW6eNZUvnQUdHB48ePcLUqVPw7l12rV5Lkn5P4lIm5rTXr7/+ijlz5gi1ffkF+ks8PDyQkJCA8PBwsV67rvBIY81Q9A3g6uoKBweHRlHCQoZv1NAWKBTKdwCt7VU1pcVpX0W3k5GbWNdfT7taq/NnzpyJM2fO4Pr16zA3N2far127Bjc3N7x//15o9MfU1BSzZ8+Gt7e3WD4/h675oVAoFArlO4aIebB+HUIwc+ZMnDp1CteuXRMKfADA2dkZsrKyuHr1v2DqyZMnSE1NRdu2bevavUqh014UCoVCoXzH1FdxUg8PDxw6dAhnzpyBiooKs45HTU0NCgoKUFNTw6RJkzBnzhxoampCVVUVnp6eaNu2Lac7vQAa/DQoFWUpKBQKhUJpKOor+Nm6dSuA8iUfn7N3716MHz8eABAQEAApKSkMHjwYRUVF6NGjB/7880/OvdA1PxRW0DU/FAqlMVHw+kbNJ9WAgmFHDpxwx9da8+Ni6CrW9VGvQznxUZ/QNT8UCoVCoVC+K2jw8w3h6uqK2bNnN8hrT/9lHJITo5D3IQWR4efQupVDg2hImo4keeFKR5K8cKUjSV640pEkL2x05OWloK8nD1NjRTQxV4aionS1GoEBvrBqpgMzEyWmIryCgug1XKOkKA1jo/Iq9L8unIKUJOE+aWrw8YORAsxNlWBqrAhdbTmmtlhlcPX+ikN91faSJGjw8xUpLi5uaAv1wpAh/bBh/RKsWOmP1j+6I/7eQ1w4fxA6Olr1qiFpOpLkhfapcXj5nvskxeOhuLgMb7Mrzwz8pUZ4RASmTZ2EgiI+XqXlo6BQAAM9efD5df+zFh17D90Hj6vyeTk5KejpyuNjXglc2rph0e+/YuvWLWjXvhfTJ0NDHbzPKcGr1/l4k1kIWdnyoK6u70t98D1WdQeRMDp37kw8PDyIh4cHUVVVJVpaWmTRokWkrKyMEELIu3fvyJgxY4i6ujpRUFAg7u7uJDExkbl+7969RE1NjZw7d440a9aMKCgokMGDB5NPnz6Rffv2EVNTU6Kurk48PT1JaWkpc11hYSHx8fEhhoaGRFFRkbRp04aEhIQIeduxYwf54YcfiIKCAhkwYADx8/MjampqzPNLliwhLVu2JDt37iRmZmaEx+MRQgi5ePEiad++PVFTUyOampqkd+/eJDk5mbnu2bNnBAD5+++/iaurK1FQUCD29vYkMjKSOeft27dk+PDhxNDQkCgoKBBbW1ty6NAh5vlx48aJ7EB89uwZIYSQ+/fvE3d3d6KkpER0dXXJ6NGjSVZWVq1+L9KyhlUet27FkKAte5jHMnwj8urVa/Lrb6uqvY5rDUnTkSQvtE+NwwvtU/nRrFkzoqJmXGsNM7MmRFvHlEjLGpLirBRSmJFEtvitJl06dyR2trakT68e5J9j+0hxVkqlR/jlU8S1Uwfm8Ze+DA3NidEPFkJ+TEyaED198yr7pKj0A2nWrBmRkzcS+335WjjrdxDraIxI5MhPcHAwZGRkEB0djcDAQPj7+2PXrl0AgPHjx+POnTs4e/Ysbt68CUIIevXqJVTkMz8/H5s2bcKRI0dw6dIlhIaGYuDAgbhw4QIuXLiAAwcOYPv27Thx4gRzzcyZM3Hz5k0cOXIE9+7dw5AhQ+Du7o6kpCQAQEREBH755Rd4eXnh7t27+Omnn7Bq1SoR78nJyfj7779x8uRJpvbWp0+fMGfOHNy5cwdXr16FlJQUBg4cKFJc9Pfff8fcuXNx9+5dNGvWDCNGjGAKAhYWFsLZ2Rnnz59HQkICpk6dijFjxjDV2QMDA9G2bVtMmTIF6enpSE9Ph7GxMXJyctC1a1c4Ojrizp07uHTpEjIyMjB06FBOfleysrJwcrLH1Wv/LS4khODqtXC4uDjXm4ak6UiSF650JMkLVzqS5IUrHUnywpUOWw2eFA+Czwq07zxwFGcvXcXieZ44/dc2jB06EAuXr8ftOOFaY2yRk5dGQYFAyE9+gQDyclJV9klKigdCCJNlurZ9qg++x2kvidzqbmxsjICAAPB4PFhZWeH+/fsICAiAq6srzp49i4iICLRr1w4AcPDgQRgbG+P06dMYMmQIgPKCcVu3bkWTJk0AAD///DMOHDiAjIwMKCsrw8bGBl26dEFISAiGDRuG1NRU7N27F6mpqTA0NAQAzJ07F5cuXcLevXuxevVqbN68GT179sTcuXMBAM2aNUNkZCT++ecfIe/FxcXYv38/U4gUAAYPHix0zp49e6Cjo4OHDx8yNU0qXrN3794AgGXLlqFFixZITk5G8+bNYWRkxLw2AHh6euLy5cs4duwY2rRpAzU1NfD5fCgqKkJfX585LygoCI6Ojli9erXQ6xsbGyMxMRHNmjWr42+pHG1tTcjIyCAzQzgde2ZmFppbNak3DUnTkSQvXOlIkheudCTJC1c6kuSFKx02GupqspDi8fDpU/kXxuLiYuzafxQ7A9fAwdYaAGBsZIDYew9w/MxFtHa0Z92HCioqxGtrazF+BIIySMvIVNonHg/Q0uQj71MpvtxXzdX7S6kbEhn8uLi4CBXSbNu2Lfz8/PDw4UPIyMjgxx9/ZJ7T0tKClZUVHj16xLQpKioygQ9QXhTNzMwMysrKQm2ZmZkAgPv370MgEIgEAkVFRdDSKp97ffLkCQYOHCj0fJs2bUSCH1NTU6HABwCSkpKwePFi3Lp1C2/fvmVGfFJTU4WCH3v7//4xGhgYAAAyMzPRvHlzCAQCrF69GseOHUNaWhqKi4tRVFQERUXFKt9HAIiPj0dISIhQ3ytISUmpNPgpKioSqchLCKm2uCmFQqE0FMpKMtBQ5+NNRiEzwpL6Kh0FhUWYMvs3oXNLSkph3ey/vw+tu/13Xy8TlKG4pIRpMzdVwse80irXIdWEnk75Wp+st3W7vr4g32HGG4kMfsRFVlZW6DGPx6u0rSIIycvLg7S0NGJiYiAtLbxboLKgoTqUlJRE2vr27QtTU1Ps3LkThoaGKCsrg62trciC6M89VgQaFR7Xr1+PwMBAbNy4EXZ2dlBSUsLs2bNrXFSdl5eHvn37Yt26dSLPVQRYX1JZhV6elDJ40qoi5759+w6lpaXQ1dMWatfV1cGbjKxqvXGpIWk6kuSFKx1J8sKVjiR54UpHkrxwpVOdxqVLl6CjLYeMzEIUFP4355VfUAAA+HP9MujpCF/3+b32731bmJ/vPXiMgK17sDfoDwBAi3bDQT5bnVAqIJCW5gn5efJECoJSItInPV15yMjw8PpNgcioD1fvC1c01qkrcZDINT+3bt0SehwVFQVLS0vY2NigtLRU6Pns7Gw8efIENjY2dX49R0dHCAQCZGZmomnTpkJHxRSSlZUVbt++LXTdl48ro8LfokWL4ObmBmtra7x//77WHiMiItC/f3+MHj0aLVu2hIWFBRITE4XO4fP5EHw+4Q3AyckJDx48gJmZmUjfKgvUgPIKvbm5uUIHT0ql0nNLSkoQG3sPXbt0YNp4PB66dumAqKgYVn3jQkPSdCTJC1c6kuSFKx1J8sKVjiR54UqnKg2QIhw+/BcysgqRXyB872tiZgI+XxbpGVkw+cFQ6DDQ+290/vN2XR1tSEtLM49LS4XX6hQVCqCgIC3kR1FBGoVFZUJ90tOVB1+2PPD5Ymknp+8LV3yPu70kcuQnNTUVc+bMwbRp0xAbG4vNmzfDz88PlpaW6N+/P6ZMmYLt27dDRUUFCxcuhJGREfr371/n12vWrBlGjRqFsWPHws/PD46OjsjKysLVq1dhb2+P3r17w9PTE506dYK/vz/69u2La9eu4eLFizVOBWloaEBLSws7duyAgYEBUlNTsXDhwlp7tLS0xIkTJxAZGQkNDQ34+/sjIyNDKOgzMzPDrVu38Pz5cygrK0NTUxMeHh7YuXMnRowYgfnz50NTUxPJyck4cuQIdu3aJTLSBQBycnKQk5MTaquunwGBO7F3dwBiYu/h9u04zPKcAiUlBewLPsq6f1xoSJqOJHmhfWocXr7nPvF4gKzsf9/HZWWkwOcTlAkISgUEc+ctROtWdhgzZghu347DT91csHbtauQX8FBUVMbk0iFlBGUEUFJSxPgRg/HHph0gZWVwtG+BvE/5iLv3AMpKiujf66da9QEAcj6UwMhAAWqqstgctBM7d2zEy9QnuPK/aCxfPglKSgq4cP405OWkkJ5RCB6Ph4pbrEAgGiRw9f6KSxmd9pIMxo4di4KCArRp0wbS0tLw8vLC1KlTAZTXAPHy8kKfPn1QXFyMTp064cKFCyLTWrVl7969WLlyJXx8fJCWlgZtbW24uLigT58+AID27dtj27ZtWLZsGRYtWoQePXrA29sbQUFB1epKSUnhyJEjmDVrFmxtbWFlZYVNmzaJ1DapiUWLFuHp06fo0aMHFBUVMXXqVAwYMAC5ubnMOXPnzsW4ceNgY2ODgoICPHv2DGZmZoiIiMCCBQvQvXt3FBUVwdTUFO7u7pCS4mbg7/jxs9DR1sTSxXOhr6+D+PgH6N1nNDIz39Z8MYcakqYjSV5onxqHl++5T3Jy0jAyUGAea2uVfwH78LEEWW+LkJSUjOKiTzh69Cj09XUwdOgwCAQCyMsBZib/jWJXnA8AnlPGQkNdDbsOHMPL12+gqqwEa6ummDJ2WK38V1BUVIaMzEJoasjhVtRVrFmzFh4enli+vLxP/QaMQUFBLmRkpGBsJLweMy29AIWFwqNTXL2/lNojcbW9XF1d4eDggI0bNza0lRqZMmUKHj9+jBs3xK8hI+nQ2l4UCqUxQWt7saeF3o81n1QNDzJu1XyShCGRIz+SyoYNG/DTTz9BSUkJFy9eRHBw8FepNkuhUCgUSn1Bp70o1RIdHY0//vgDHz9+hIWFBTZt2oTJkyc3tC0KhUKhUOpMY120LA4SF/yEhoY2tIUqOXbsWENboFAoFAqFU+jID4VCoVAo3wBcrNd506UpB04A/ZBkTnQo3CGReX6+Zfbt2wd1dfWGtkGhUCgUCoDvM8/Pdxn8jB8/HgMGDGhoG98U038Zh+TEKOR9SEFk+Dm0buXQIBqSpiNJXrjSkSQvXOlIkheudCTJC1c6DeVFI/gItC+HiRxKHrMBAEqzfKCx9xC0zl6B5tEzUFm6CtLGJvXaJ3EoI0SsozHyXQY/bPm8UrykU5nXmkpfcMWQIf2wYf0SrFjpj9Y/uiP+3kNcOH8QOjpa9aohaTqS5IX2qXF4oX2STC85s6Yhe/hA5shdOAcAUHwjFABQmpSIj35r8X7KWOT+PhcAD6qrNwA15FLjqk/i8j2O/IB8wxw/fpzY2toSeXl5oqmpSdzc3MjcuXMJAKEjJCSEPHv2jAAgR44cIZ06dSJycnJk79695O3bt2T48OHE0NCQKCgoEFtbW3Lo0CHmNc6dO0fU1NRIaWkpIYSQuLg4AoAsWLCAOWfSpElk1KhRhBBC9u7dS9TU1MipU6dI06ZNiZycHOnevTtJTU0V8n769Gni6OhI5OTkiLm5OVm6dCkpKSlhngdA/vzzT9K3b1+iqKhIlixZQpYsWUJatmxJdu7cSczMzAiPxyPBwcFEU1OTFBYWCun379+fjB49mvV7KS1rWOVx61YMCdqyh3kswzcir169Jr/+tqra67jWkDQdSfJC+9Q4vNA+SZaXrO6dKj3yTx4jpWkvq3z+3bTxhBBCsscNJ1ndO3HWp6+Fmaa9WEdj5Jsd+UlPT8eIESMwceJEPHr0CKGhoRg0aBCWLFmCoUOHwt3dHenp6UhPT0e7du2Y6xYuXAgvLy88evQIPXr0QGFhIZydnXH+/HkkJCRg6tSpGDNmDKKjowEAHTt2xMePHxEXFwcACAsLg7a2ttCutbCwMKGMzvn5+Vi1ahX279+PiIgI5OTkYPjw4czzN27cwNixY+Hl5YWHDx9i+/bt2LdvH1atWiXUx6VLl2LgwIG4f/8+Jk6cCABITk7G33//jZMnT+Lu3bsYMmQIBAIBzp49y1yXmZmJ8+fPM9eIg6ysLJyc7HH12n8JxQghuHotHC4uzvWmIWk6kuSFKx1J8sKVjiR54UpHkrxwpSNJXiAjA7muP6Hw8sXKn5eTh3z3nhCkv0ZZVubX9cIRZSBiHY2Rbzr4KS0txaBBg2BmZgY7OzvMmDEDysrKUFBQgJycHPT19aGvrw8+n89cN3v2bAwaNAjm5uYwMDCAkZER5s6dCwcHB1hYWMDT0xPu7u7Mtnc1NTU4ODgwwU5oaCi8vb0RFxeHvLw8pKWlITk5GZ07d2Zeo6SkBEFBQWjbti2cnZ0RHByMyMhIJqBatmwZFi5ciHHjxsHCwgI//fQTVqxYge3btwv1ceTIkZgwYQIsLCxgYlI+v1xcXIz9+/fD0dER9vb2UFBQwMiRI7F3717mur/++gsmJia1LrFRGdrampCRkUFmhnA69szMLOh/Vjzwa2tImo4keeFKR5K8cKUjSV640pEkL1zpSJIXfruO4Ckro+iKcPAj32cAtE5fhPbZy5Bt/SNyf/UBSku/qhdK3flmg5+WLVvCzc0NdnZ2GDJkCHbu3MmqmnqrVq2EHgsEAqxYsQJ2dnbQ1NSEsrIyLl++jNTUVOaczp07IzQ0FIQQ3LhxA4MGDYK1tTXCw8MRFhYGQ0NDWFpaMufLyMigdevWzOPmzZtDXV0djx49AgDEx8dj+fLlUFZWZo4pU6YgPT0d+fn5VXoFAFNTU+joCP/DmTJlCq5cuYK0tPLU6Pv27cP48eOrLFZaVFSEDx8+CB2kkS5qo1AoFC6R79ELJbejUfYuW6i96Nr/8H7GZOT4eELw6hVUf18KyPIrF5EwCCFiHY2Rbzb4kZaWxv/+9z9cvHgRNjY22Lx5M6ysrPDs2bNqr1NSUhJ6vH79egQGBmLBggUICQnB3bt30aNHD6HFxK6urggPD0d8fDxkZWXRvHlzuLq6IjQ0FGFhYUKjPmzIy8vDsmXLcPfuXea4f/8+kpKSIC8vX6XXqtocHR3RsmVL7N+/HzExMXjw4AHGjx9f5euvWbMGampqQgcp+1jpuW/fvkNpaSl09bSF2nV1dfAmI4tVf7nQkDQdSfLClY4keeFKR5K8cKUjSV640pEUL1K6epB1dEbhpX9EniP5n1D2Og2lCffwceViSBubgN++6lxDXPWJC+i01zcGj8dD+/btsWzZMsTFxYHP5+PUqVPg8/kQCAQ1CwCIiIhA//79MXr0aLRs2RIWFhZITEwUOqdi3U9AQAAT6FQEP6GhoSLTS6Wlpbhz5w7z+MmTJ8jJyYG1tTUAwMnJCU+ePEHTpk1FjrpWYp88eTL27duHvXv3olu3bjA2Nq7y3F9//RW5ublCB09KpdJzS0pKEBt7D127dGDaeDweunbpgKioGFbeuNCQNB1J8sKVjiR54UpHkrxwpSNJXrjSkRQv8t17guTkoPhWVPUn8ngAeODJyn41L1zyPY78fLMZnm/duoWrV6+ie/fu0NXVxa1bt5CVlQVra2sUFhbi8uXLePLkCbS0tKCmplaljqWlJU6cOIHIyEhoaGjA398fGRkZsLGxYc7R0NCAvb09Dh48iKCgIABAp06dMHToUJSUlIiM/MjKysLT0xObNm2CjIwMZs6cCRcXF7Rp0wYAsHjxYvTp0wcmJib4+eefISUlhfj4eCQkJGDlypV1ej9GjhyJuXPnYufOndi/f3+158rJyUFOTk6oraopMgAICNyJvbsDEBN7D7dvx2GW5xQoKSlgX/BR1v640JA0HUnyQvvUOLzQPkmwFx4Pct17ovDfS0DZf1+epfQNINe5K4pjboPk5kBKRwcKQ0eBFBehOLr6IImrPolLY83VIw7fbPCjqqqK69evY+PGjfjw4QNMTU3h5+eHnj17olWrVggNDUWrVq2Ql5eHkJAQmJmZVaqzaNEiPH36FD169ICioiKmTp2KAQMGIDc3V+i8zp074+7du8woj6amJmxsbJCRkQErKyuhcxUVFbFgwQKMHDkSaWlp6NixI3bv3s0836NHD/zzzz9Yvnw51q1bx0yliVNEVU1NDYMHD8b58+c5T/B4/PhZ6GhrYuniudDX10F8/AP07jMamZlva76YQw1J05EkL7RPjcML7ZPkepF1dIa0nj4KL18QfqK4GLK29lAY+DN4yiooy3mPkvvxyPX2AMnNqZc+UWoPjzTWMStKrXFzc0OLFi2wadOmWl8rwzf6Co4oFApFcpG02l6lxWmc6HyJvrq1WNe/yXnEkZP645sd+aH8x/v375n1R3/++WdD26FQKBSKBPE9joHQ4Oc7wNHREe/fv8e6detEpuAoFAqF8n3TWHdsiQMNfr4Dnj9/3tAWKBQKhSKh0JEfCoVCoVAoALhbq1Pw8honOhTu+Kbz/HyLhIaGgsfjIScnp6GtUCgUCuUboIwQsY7GCA1+PsPV1RWzZ89uaBuNkum/jENyYhTyPqQgMvwcWrdyaBANSdORJC9c6UiSF650JMkLVzqS5IUrnfr0Ii8vBX09eZgaK6KJuTIUFaWr1QkM8IVVMx2YmSjB3FQJRgYKUFAQvYZrLl68CHd3d9jZ2aFv374ICwtjnispKcH69evRt29fODg4oEOHDpg/fz4yMjKENL7HJIc0+PkKfF764ntgyJB+2LB+CVas9EfrH90Rf+8hLpw/CB0drXrVkDQdSfJC+9Q4vNA+SY4XKR4PxcVleJtdxEonPCIC06ZOQkERH6/S8lFQKICBnjz4/Lr/mY2Ou4/uQ6vO7xYbGwsfHx/8/PPPOH36NNzc3ODh4cFUISgsLMTDhw8xffp0nDx5EkFBQXj27BmmT58upPM9lrcAacScO3eOqKmpkdLSUkIIIXFxcQQAWbBgAXPOpEmTyKhRo8jbt2/J8OHDiaGhIVFQUCC2trbk0KFDzHnjxo0jAISOZ8+eEUIIuX//PnF3dydKSkpEV1eXjB49mmRlZTHXdu7cmXh4eBAvLy+ipaVFXF1dSUhICAFALl26RBwcHIi8vDzp0qULycjIIBcuXCDNmzcnKioqZMSIEeTTp0+MlkAgIKtXryZmZmZEXl6e2Nvbk+PHjzPPV+i+f/+eaTtx4gSxsbEhfD6fmJqakg0bNgi9T6ampmTVqlVkwoQJRFlZmRgbG5Pt27fX6r2WljWs8rh1K4YEbdnDPJbhG5FXr16TX39bVe11XGtImo4keaF9ahxeaJ8k00uzZs2IippxrXXMzJoQbR1TUvzmMSl+85gUvn5ItmxYQbp06kDsbG1Jn57dyT9HdjPPf3mEXzxOXDt1YB5/iZeXF5k6dapQ25AhQ4ivr2+V9/L4+HjSrFkzkpaWxrSpKJqLdTRGGvXIT0VNrbi4OABAWFgYtLW1ERoaypwTFhYGV1dXFBYWwtnZGefPn0dCQgKmTp2KMWPGIDo6GgAQGBiItm3bMtXT09PTYWxsjJycHHTt2hWOjo64c+cOLl26hIyMDAwdOlTIS3BwMPh8PiIiIrBt2zamfenSpQgKCkJkZCRevnyJoUOHYuPGjTh06BDOnz+PK1euYPPmzcz5a9aswf79+7Ft2zY8ePAA3t7eGD16tNBQ5ufExMRg6NChGD58OO7fv4+lS5fC19cX+/btEzrPz88PrVq1QlxcHGbMmIHp06fjyZMn4rz9AMpLdTg52ePqtRtMGyEEV6+Fw8XFud40JE1HkrxwpSNJXrjSkSQvXOlIkheudCTJS210eFI8fF5GcudfJ3D2UggWz52B0/uDMHZofyxc6Y/bdxNYv/bn3L17F23bthVq69ChA+7evVvlNXl5eeDxeFBVVa3Ta34rNOrgR01NDQ4ODkywExoaCm9vb8TFxSEvLw9paWlITk5G586dYWRkhLlz58LBwQEWFhbw9PSEu7s7jh07xmjx+XwoKipCX18f+vr6kJaWRlBQEBwdHbF69Wo0b94cjo6O2LNnD0JCQoQKnFpaWuKPP/6AlZWVUC6dlStXon379nB0dMSkSZMQFhaGrVu3wtHRER07dsTPP/+MkJAQAEBRURFWr16NPXv2oEePHrCwsMD48eMxevRobN++vdL3wN/fH25ubvD19UWzZs0wfvx4zJw5E+vXrxc6r1evXpgxYwaaNm2KBQsWQFtbm3ldcdDW1oSMjAwyM4TTsWdmZkFfT6feNCRNR5K8cKUjSV640pEkL1zpSJIXrnQkyQtbHXU1WUjxePj0qRQAUFxcgl1/HceKhbPQvo0TjA31MaCnG/r85IrjZy+xfu3Pefv2LbS1havCa2lp4e3bystjFBUVYcOGDejduzeUlZWZ9u9xwXOj3+reuXNnhIaGwsfHBzdu3MCaNWtw7NgxhIeH4927dzA0NISlpSUEAgFWr16NY8eOIS0tDcXFxSgqKoKiomK1+vHx8QgJCRH6oFSQkpKCZs2aAQCcnSv/1mBvb8/8rKenB0VFRVhYWAi1VYw+JScnIz8/Hz/99JOQRnFxMRwdHSvVf/ToEfr37y/U1r59e2zcuBECgQDS0tIiPng8HvT19ZGZmVmpZlFREYqKhOe5CSHVFjelUCgUSjnKSjLQUOfjTUYhBGXlwUFqWjoKCoswxWex0LklJaWwtvzvb0LrHv/NKpQJylBcUsK08XhS6Nu3L5YvX15rTyUlJfDy8gIhBMuWLRN6jjTWdTti0OiDH1dXV+zZswfx8fFMAVBXV1eEhobi/fv3TEX19evXIzAwEBs3boSdnR2UlJQwe/bsGhcn5+XloW/fvli3bp3IcwYGBszPSkpKlV4vKyvL/Mzj8YQeV7SVlZUxrwUA58+fh5GRcC2tL6us15bqXvdL1qxZI/KPgyelDJ606DDp27fvUFpaCl094W8furo6eJORxcobFxqSpiNJXrjSkSQvXOlIkheudCTJC1c6kuSlJp1Lly5BR1sOGZmFKCj8b84rv6AAAPDnusXQ09YUuu7z+/PfuzcyP997mIiA7cHYG7gKACCjbSH0RVxbW1tklCc7O1tkNKikpASzZ8/G69evERwcLPJlvrGO3ohDo572Av5b9xMQEMAEOhXBT2hoKFNlPSIiAv3798fo0aPRsmVLWFhYCE1bAQCfz4fg8wlaAE5OTnjw4AHMzMzQtGlToaOqgKeu2NjYQE5ODqmpqSKvZWxsXOk11tbWiIiIEGqLiIhAs2bNmFGf2vLrr78iNzdX6OBJqVR6bklJCWJj76Frlw5MG4/HQ9cuHRAVFcPq9bjQkDQdSfLClY4keeFKR5K8cKUjSV640pEkL9XpgBTh8OG/kJFViPwC4b8lTcyMwefLIj0jCyY/GAodBp9NuX3erqujBWlpaeaxqakptLT+25Xm4OCAqKgoodeJjIyEg4ODkNfZs2fjxYsX2LdvHzQ0NET6Q77Dre6NfuRHQ0MD9vb2OHjwIIKCggAAnTp1wtChQ1FSUsIERJaWljhx4gQiIyOhoaEBf39/ZGRkwMbGhtEyMzPDrVu38Pz5cygrK0NTUxMeHh7YuXMnRowYgfnz50NTUxPJyck4cuQIdu3aVecAozJUVFQwd+5ceHt7o6ysDB06dEBubi4iIiKgqqqKcePGiVzj4+OD1q1bY8WKFRg2bBhu3ryJoKAgsQqYysnJiYw0VTflFRC4E3t3ByAm9h5u347DLM8pUFJSwL7go6xfkwsNSdORJC+0T43DC+2T5Hjh8QBZ2f/GB2RlpMDnE5QJCEoFBHPnLUTrVnYYM2YIbt+Ow0/dXLB27WrkF/BQVFQGaenyeyb5/2kvJUVFjB82EH8E7QIpK4OjvQ3y8vIRl/AIyooK6N/TrVb9AICxY8dizJgx2LNnDzp37owLFy4gISGBmRYrKSnBrFmz8PDhQ2zfvh0CgQBZWeUjXBXrXL9XGn3wA5Sv+7l79y4zyqOpqQkbGxtkZGQwi48XLVqEp0+fokePHlBUVMTUqVMxYMAA5ObmMjpz587FuHHjYGNjg4KCAjx79gxmZmaIiIjAggUL0L17dxQVFcHU1BTu7u6QkuJ+4GzFihXQ0dHBmjVr8PTpU6irq8PJyQm//fZbpec7OTnh2LFjWLx4MVasWAEDAwMsX74c48eP59xbVRw/fhY62ppYungu9PV1EB//AL37jEZmZuWL7r6WhqTpSJIX2qfG4YX2SXK8yMlJw8hAgXmsrVX+hfDDxxJkvS1CUlIyios+4ejRo9DX18HQocMgEAggLweYmfw3K/DhYwnzs+fkUdBQV8Wugyfwcn0GVJWVYN3MAlNGD6lVHypwcnLChg0bsHHjRvj7+8PMzAxbtmxh1qJmZGTg2rXy0hpfrg3dv38/fvzxRwD1v+Zny5YtWL9+Pd68eYOWLVti8+bNaNOmTb164JHGOmZFqVdk+EY1n0ShUCgUEbiq7SWrZ1XzSXWAL/eDWNcXF71ife7Ro0cxduxYbNu2DT/++CM2btyI48eP48mTJ9DV1RXLR22gwQ+FFTT4oVAolLoh6cGPrJj395LiNNbn/vjjj2jdujWzTKWsrAzGxsbw9PTEwoULxfJRGxr9gmcKhUKhUCh1R6S8QS0PthQXFyMmJgbdunVj2qSkpNCtWzfcvHmTg56w55tY80OhUCgUCqVhqCw3XGUbZ96+fQuBQAA9PT2hdj09PTx+/Pir+xTiqxXOoHxXFBYWkiVLlpDCwsJvRkeSvHClI0leuNKRJC9c6UiSF650JMkLVzqS5KUhWbJkiciA0JIlS0TOS0tLIwBIZGSkUPu8efNImzZt6sltOXTND4UTPnz4ADU1NeTm5opVM0aSdCTJC1c6kuSFKx1J8sKVjiR54UpHkrxwpSNJXhoStiM/xcXFUFRUxIkTJzBgwACmfdy4ccjJycGZM2fqwy4AuuaHQqFQKBSKGMjJyUFVVVXoqKwqAZ/Ph7OzM65evcq0lZWV4erVqyIFWr82dM0PhUKhUCiUemHOnDkYN24cWrVqhTZt2mDjxo349OkTJkyYUK8+aPBDoVAoFAqlXhg2bBiysrKwePFivHnzBg4ODrh06ZLIIuivDQ1+KJwgJyeHJUuWiF2AVZJ0JMkLVzqS5IUrHUnywpWOJHnhSkeSvHClI0leGhMzZ87EzJkzG9QDXfBMoVAoFArlu4IueKZQKBQKhfJdQYMfCoVCoVAo3xU0+KFQKBQKhfJdQYMfCkWCKS0txb///ovt27fj48ePAIDXr18jLy+P1fXXr19HaWlppbrXr1/n1CuFQqE0FuiCZwonFBYWQl5evqFtfFO8ePEC7u7uSE1NRVFRERITE2FhYQEvLy8UFRVh27ZtNWpIS0sjPT0durq6Qu3Z2dnQ1dWFQCD4WvYpdSQ5ORkpKSno1KkTFBQUQAgBj8draFsUyjcFHfmh1JmysjKsWLECRkZGUFZWxtOnTwEAvr6+2L17d737CQkJEVujc+fO2L9/PwoKCsTSsbCwQHZ2tkh7Tk4OLCwsWGl4eXmhVatWeP/+PRQUFJj2gQMHCmVIrY6q/nBmZ2dDSUmJlcbnHDhwAO3bt4ehoSFevHgBANi4cWOt0tKfOHECQ4cOhYuLC5ycnISO75ns7Gx069YNzZo1Q69evZCeng4AmDRpEnx8fOrVS0lJCdzc3JCUlMSZZmFhIWda4pKcnIzLly8z/85rMwYwbtw4TkZNk5KSsGPHDqxcuRLLly8XOihfH5rnh1JnVq5cieDgYPzxxx+YMmUK025ra4uNGzdi0qRJ9erH3d0dP/zwAyZMmIBx48bB2Ni41hqOjo6YO3cuPD09MXToUEyaNAkuLi611nn+/HmloypFRUVIS0tjpXHjxg1ERkaCz+cLtZuZmdWoMWjQIAAAj8fD+PHjhfKHCAQC3Lt3D+3atWPlo4KtW7di8eLFmD17NlatWsX0T11dHRs3bkT//v1r1Ni0aRN+//13jB8/HmfOnMGECROQkpKC27dvw8PDo1Z+uOLGjRvYvn07UlJScOLECRgZGeHAgQMwNzdHhw4daqUVExODR48eAQBsbGxqFdB5e3tDRkYGqampsLa2ZtqHDRuGOXPmwM/Pj7XWq1evcPbsWaSmpqK4uFjoOX9//xqvl5WVxb1791i/XlWUlZVh1apV2LZtGzIyMpjRS19fX5iZmbG+RxQWFmLz5s0ICQlBZmYmysrKhJ6PjY1lpZOdnY1hw4bh2rVr4PF4SEpKgoWFBSZNmgQNDQ1W73Fubi66desGU1NT5l5jZGTE6vUr2LlzJ6ZPnw5tbW3o6+sLfUHh8XhYvHhxrfQodaBey6hSvimaNGlC/v33X0IIIcrKyiQlJYUQQsijR4+Iuro6a53S0lKyfv160rp1a6Knp0c0NDSEDrZkZWURf39/0rJlSyIjI0O6d+9Ojh49SoqKimrVr5KSEvL333+Tfv36EVlZWWJtbU3Wr19P3rx5U+O1Z86cIWfOnCE8Ho/s37+feXzmzBly8uRJ4uHhQZo1a8bKh7q6Onnw4AEhRPj9vXHjBtHV1a322vHjx5Px48cTHo9Hhg0bxjweP348mTp1Klm9ejXJyspi5aMCa2trcurUKRE/9+/fJ1paWqw0rKysyKFDh0Q0fH19iYeHR7XXamhoMJ7V1dVFPid1+cycOHGCKCgokMmTJxM5OTnGz+bNm0nPnj1Z62RkZJAuXboQHo/HeODxeKRr164kMzOTlYaenh65e/cuIUT4vUlJSSFKSkqsvfz7779EUVGR2NraEhkZGeLg4EDU1dWJmpoa6dKlC2ud2bNnkwULFrA+vzKWLVtGLCwsyF9//UUUFBSYPh05coS4uLiw1hk5ciTR1tYmv/zyC1myZAlZunSp0MGWMWPGkB49epCXL18KvceXLl0iNjY2rHUyMzOJn58fsbe3JzIyMsTd3Z0cP36cFBcXs7rexMSErF27lvXrUbiHBj+UOiMvL0+eP39OCBG+WT948KBWN2tfX19iYGBANmzYQOTl5cmKFSvIpEmTiJaWFgkMDKyTt5iYGDJz5kyipaVFtLS0iKenJ/OHpTZkZGSQFStWEHl5eSIrK0v69+9Prl69WuX5PB6P8Hg8IiUlxfxccfD5fNKsWTNy7tw5Vq89dOhQMmXKFEJI+fv79OlT8vHjR9K1a1cyfvx4VhpLly4leXl5rM6tiap+34mJiUReXp6VhoKCAqOho6PD/E4SExOJpqZmtdfu27ePFBYWEkII2bt3L9m3b1+VB1scHBxIcHCwSJ9iY2OJnp4ea52hQ4eSVq1akYcPHzJtDx48IK1atSLDhw9npaGsrEwSExNFvNy+fbvG9+ZzWrduTRYvXiyk8/HjR9KvXz/y559/staZOXMmUVVVJc7OzmTq1KnE29tb6GADV1+QVFVVSXh4OOvzq4KrAPNzKu418vLyRFtbm8yePZv5PVaFiooK89qUhoEGP5Q64+TkRA4cOEAIEb6RLFu2jHTo0IG1joWFBfnnn38YneTkZEIIIYGBgWTEiBF19peWlkaWLFlC5OTkiJKSEpGWliYdOnQgCQkJrK6/desW+eWXX4i6ujoxMTEhixcvJpMmTSIKCgrEx8en2mvNzMxqPbLyJS9fviQ2NjbE2tqayMjIEBcXF6KlpUWsrKxIRkaGWNp1wdrampw+fZoQIvz73rRpE3F0dGSlYW5uTmJjYwkhhDg7O5Nt27YRQgi5fPlyrUZsuEJBQYE8e/aMECL6x1BOTo61jqqqKomOjhZpv3XrFlFTU2Ol0bNnT7Jo0SLGy9OnT4lAICBDhgwhgwcPZu3l839D6urqzOf97t27xNTUlLWOq6trlQfbESSuviBZW1uT+Ph41udXBVcBZgWvX78ma9euJVZWVkRJSYmMHTuWuLm5ERkZGeLv71/ldRMnTiRbt26tWyconECDH0qdOX36NFFTUyNr164lioqKZP369WTy5MmEz+eTK1eusNZRVFQkL168IIQQoq+vT2JiYggh5X+AVFVVa+WpuLiYHD9+nPTs2ZMJGHbu3Eny8vLIs2fPyKhRo4i1tXWV12dkZJANGzaQFi1aED6fTwYPHkwuXrxIysrKmHNu3LhR52+JtaWkpIQcOHCAzJs3j0yfPp3s3LmT5OfnV3uNo6MjeffuHSGkfGTD0dGxyqM27Ny5kxgZGZEjR44QJSUlcvjwYbJy5UrmZzZMmjSJmaYICgoiCgoKpFu3bkRdXZ1MnDiRtZcxY8aQPXv2MH/k64q5uTn53//+RwgR/mMYHBxc7efkS5SVlUlcXJxIe2xsLFFRUWGlcf/+faKrq0vc3d0Jn88nP//8M7G2tiZ6enq16qeenh4zAmVtbU3OnDlDCCkPfurrc1sBV1+QLly4QNzd3ZlAqq5wEWAWFxeTEydOkN69exNZWVni7OxMtm7dSnJzc5lzTp48We3I1urVq4m2tjYZN24c2bBhAwkMDBQ6KF8fuuCZUmf69++Pc+fOYfny5VBSUsLixYvh5OSEc+fO4aeffmKt88MPPyA9PR0mJiZo0qQJrly5AicnJ9y+fbtWhf48PT1x+PBhEEIwZswY/PHHH7C1tWWeV1JSwoYNG2BoaFitlyZNmmDixIkYP348dHR0RM6xt7dH69atq/VS044NtgsaZWRkMHr0aFbnVtC/f3/mfRswYECtrq2OyZMnQ0FBAYsWLUJ+fj5GjhwJQ0NDBAYGYvjw4aw0duzYwSxW9fDwgJaWFiIjI9GvXz9MmzaNtRc+n481a9Zg0qRJMDIyQufOneHq6orOnTvD0tKStc6UKVPg5eWFPXv2gMfj4fXr17h58ybmzp0LX19f1jpdu3aFl5cXDh8+zHy+0tLS4O3tDTc3N1Yatra2SExMRFBQEFRUVJCXl4dBgwbBw8MDBgYGrL24uLggPDwc1tbW6NWrF3x8fHD//n2cPHmyTov3xWHx4sUYN24c0tLSUFZWhpMnT+LJkyfYv38//vnnH9Y6rVq1QmFhISwsLKCoqAhZWVmh59+9e8dK548//oCbmxvu3LmD4uJizJ8/Hw8ePMC7d+8QERHBSsPAwABlZWUYMWIEoqOj4eDgIHJOly5doK6uXqXGjh07oKysjLCwMISFhQk9x+PxMGvWLFZeKHWH5vmhNDgLFy6EqqoqfvvtNxw9ehSjR4+GmZkZUlNT4e3tjbVr17LScXNzw+TJkzFo0KAqg6bS0lJERESgc+fOIs8RQhAeHo5WrVoJbS2vC46OjkKPS0pK8OzZM8jIyKBJkyZV7k45e/Ys69fo16+fWB7FIT8/H3l5eSL5g+qbtLQ0XL9+nfkjkpiYCAMDA7x69YrV9YQQrF69GmvWrEF+fj6A8grbc+fOxYoVK1j7ePnyJfr164cHDx4wuwxfvnwJW1tbnD17Fj/88EPtO1dHnj59iry8PNjb2+PTp0/w8fFBZGQkLC0t4e/vD1NTU9Zad+7cwbFjxyrdNXby5ElWGjdu3MDy5csRHx+PvLw8ODk5YfHixejevTtrH926dUNqaiomTZoEPT09kfQN48aNY62Vm5uLoKAgIT+1CTAPHDiAIUOG0LxmjRwa/FAkjps3b+LmzZuwtLRE3759WV1TUlKCadOmwdfXF+bm5nV63bKyMsjLy+PBgwe1Gj1gy4cPHzB+/HgMHDgQY8aMqfQcKSl2qbd4PF6DJSjMzMzEkydPAADNmzevdHSsKpo2bYrRo0dj5MiRaNasmdhe8vPzER4ejpCQEISGhiI2NhY2NjaIi4urlU5xcTGSk5ORl5cHGxsbKCsr19oLIQT//vsvHj9+DACwtrZGt27dWF9f1dZyHo8HeXl5mJiY1GokVFyOHDmCsWPHokePHrhy5Qq6d++OxMREZGRkYODAgdi7d2+9eVFUVMTNmzfRsmVLsXRSU1NhbGxcae6r1NRUmJiYVHt9SUkJFBQUcPfuXaFRZXGo+BNME1nWMw024UZplNS0xbgu2425QlVVlTx9+lQsDRsbG3Lz5k2OHIly7969Wi06FZeKnWdVHbXhw4cPZPTo0URaWprZwSYjI0NGjRpFcnJyWGn4+/uTVq1aESkpKdKqVSuyceNGkp6eXut+/frrr6Rt27ZEXl6eODo6ktmzZ5PTp08za51qS1JSErl06RKznurzNV71xee/q893DVYccnJyZOzYsaSgoKBanbFjx5KwsDCx/djZ2ZGgoCBCyH/rdcrKysiUKVOY3WT1haOjIyf/LqWkpCrdLPD27VvW/x7Mzc3rtHP0S4KDg4mtrS2Rk5MjcnJyxM7Ojuzfv19sXQo76MgPpVYEBwezPrc2Q9FJSUlVJjBjuz5m3LhxcHBwgLe3N+vX/ZJz587hjz/+wNatWzn7Zvc54eHh6Nu3L96/f8+5dmV8mXm5pKQEcXFxCA4OxrJly2qViHLYsGGIi4vD5s2b0bZtWwDlo3ReXl5wcHDAkSNHWGslJibi4MGDOHz4MJ49e4YuXbpg9OjRGDt2LKvrpaSkoKOjA29vbwwaNKjOo0jZ2dkYOnQoQkJChJLeTZw4kXXSO6A8eWNlVIzaNG3aFJ06dYK0tHSVGmfOnMGCBQswb948tGnTBgAQHR0NPz8/LFmyBKWlpVi4cCGGDRuGDRs2VKkzYMAAXLhwQawkfED5GrkHDx7AzMwMWlpaCA0NhZ2dHR49eoSuXbsyGai/RENDg/UoBtu1OleuXMGyZcuwatUq2NnZiaz5UVVVZaUjJSWFjIwMkdHKFy9ewMbGBp8+fapRY/fu3Th58iQOHDgATU1NVq/7Jf7+/vD19cXMmTPRvn17AOX3hi1btmDlypVi3cMo7KDBD6XBqSnbKdvsrStXroSfnx/c3Nzg7OwsUr6BzSJCDQ0N5Ofno7S0FHw+X2TtD9ub9Zd/DAkhSE9Px4EDB9C5c2ccOnSIlc7Vq1cREBDAZA22trbG7NmzazWdUhmHDh3C0aNHa1WWQklJCZcvXxbJenzjxg24u7uz+sNRGVFRUZg+fTru3bvHeiovPj4eYWFhCA0NxY0bN8Dn85lFz66urqyDobFjxyIzMxO7du2CtbU14uPjYWFhgcuXL2POnDl48OABKx1zc3NkZWUhPz8fGhoaAID3799DUVERysrKyMzMhIWFBUJCQqrMPN6mTRusWLECPXr0EGq/fPkyfH19ER0djdOnT8PHxwcpKSnV+snKysKBAwcQHByMhw8folu3bpg0aRL69+8vEjhUxQ8//ICLFy/Czs4O9vb2+PXXXzFixAjcvHkT7u7uyM3NrfS6r/EFqWI6+Mugivx/+ZaaPjdz5swBAAQGBmLKlClQVFRknhMIBLh16xakpaVZLXp2dHREcnIySkpKYGpqKnKfYXO/Mjc3x7Jly0SC/eDgYCxduhTPnj2rUYMiHjT4oYiFQCDAqVOnhFL69+/fHzIy7DcSmpqaYsaMGViwYIFYXqpb68Pj8ZjaY9VR042b7c36Sy8VIxVdu3bFr7/+ChUVlRo1/vzzT3h5eeHnn39mRlqioqJw4sQJBAQEiFUO4unTp7C3t2ddHR4ATExMcP78edjZ2Qm137t3D7169WK9yLiC6OhoJgj78OED+vbtW6vRo8+Jj49HQEAADh48iLKyMtZBlL6+Pi5fvoyWLVtCRUWFCX5q+/4cPnwYO3bswK5du9CkSRMA5fWjpk2bhqlTp6J9+/YYPnw49PX1ceLEiUo1FBQUEBcXh+bNmwu1P378GI6OjigoKMDz589hY2PDLM5mQ2xsLPbu3Ytdu3ZBWVkZo0ePxowZM2pc1zZy5Ei0atUKc+bMwYoVK7B582b0798f//vf/+Dk5MR6wTMXfLkj6ksq28DwOV26dGF02rZtK1Qyhs/nw8zMDHPnzmW11m/ZsmXVPr9kyZIaNeTl5ZGQkICmTZsKtSclJcHOzk6i6qB9szTcjBulsZOQkEAsLCyIoqIikzdGSUmJmJmZkfv377PW4SLbaVlZGXn+/HmNOXCqo7i4mEyYMEHsdUNcYWRkRDZv3izSHhQURAwNDeusm5+fT7y8vFiX2ahg+/btpFu3bkJrdNLT00n37t2ZZIU18eTJE7J48WJiaWnJlCAJDg4mHz9+rJWXsrIyEhMTQ/z8/Ejfvn2JhoYGkZaWZtb/sIWrpHcWFhZV5vkxNzcnhBASERFB9PX1q9RwcHAg48aNEyrHUlxcTMaNG0ccHBwIIYSEh4cTMzMz1r7qmoSPEEKys7NJWloaIYQQgUBA1qxZQ/r27UvmzJlTq7VVpaWl5Pjx42T58uVk+fLl5MSJE6SkpIT19Vwyfvx4oXw8taWkpIQsW7aMvHz5UiwfLVq0IKtWrRJpX7FiBbG1tRVLm8IOGvxQ6oyLiwvp27ev0I3w3bt3pF+/fqRt27asdbjIdioQCIisrGyNaeVrgotF01yhpKREkpKSRNoTExNZJ6v7coG6uro6kZaWJioqKkzyO7Y4ODgQZWVlIisrS5o0aUKaNGlCZGVlibKyMuvkiTwej7Rp04Zs3LiRVa206volIyNDnJ2dyZw5c8jZs2fJ+/fva63DVVZlBQUFcvv2bZH26OhooqCgQAgh5NmzZ9X+3iIiIoiWlhbR0dEhbm5uxM3Njejq6hItLS1mse/+/fvJH3/8Ua0XLpLwcQVXX5DCwsKqPeoTZWVlJit4XTlx4gSRlpYmPXr0YILCHj16EBkZGXLy5ElujFKqhSY5pNSZu3fv4s6dO8waB6B8zcyqVatqTAL4OU2bNoWvry+ioqIqXczIZq2OlJQULC0tkZ2dLdY29QEDBuD06dNiLzj89OkT1q5di6tXr1a6iJvNFFy/fv1w6tQpzJs3T6j9zJkz6NOnDysfGzduFHpcMf32448/Cv3e2MBFwsQnT55wkkbgr7/+QseOHVkvdK0KLpLeAeXTKtOmTcOuXbuYHE9xcXGYPn06unbtCgC4f/9+tVOz7dq1w7Nnz3Dw4EEkJiYCAIYMGYKRI0cy06RVpUj4HC6S8FWQkpKCvXv3IiUlBYGBgdDV1cXFixdhYmKCFi1a1Hj95MmT0aJFC6H7xPv37zF+/HhMnToVkZGRNWoAgKurq0jb5+t/apP2QdzcRV27dkVYWBjMzMxYv+aXDB48GLdu3UJAQABOnz4NoHw9X3R0tEiOMMrXga75odSZli1bIiAggLm5V3Dt2jV4eXnh/v37rHS4WKsDcLNTi4tF0wAwYsQIhIWFYcyYMTAwMBBZqOnl5cXKy4YNG9C+fXuhNT8RERHw8fER+sNfma/S0lKsXr0aEydOrNcke40NcZPeAcCbN28wZswYXL16lQneS0tL4ebmhgMHDkBPTw8hISEoKSmpVXK/usBVEr6wsDD07NkT7du3x/Xr1/Ho0SNYWFhg7dq1uHPnTpVrlz5HQUEBd+7cEQmUEhIS0Lp1axQUFLDy8uXi6opdi76+vli1ahXrLNpc5C7atm0bli1bhlGjRlV6j2jI5KMU9tDgh1JnLly4gPnz52Pp0qVM2vyoqCgsX74ca9euFdoVJO43dDZwsVOLq0BMXV0d58+fZ7ax1gW2yRqr86WiooL79++L9S2VSwQCAQICAqr85l3d72jQoEHYt28fVFVVMWjQoGpfpz4X437O48ePmVEbKysrWFlZ1ep6LlI+cEXbtm0xZMgQzJkzR2gxeHR0NAYNGsRqgTtXX5CqIiwsDHPmzEFMTAyr8+3t7TFt2jR4eHgwfTI3N8e0adNgYGBQ42JmoPpEpNXtPPvw4QMrj0D93C+/d+i0F6XOVEy9DB06lBnZqIilKzIzE5ZbUbngyymeusDVFlMNDY065wDh0gsXQ/QViBO4VLBs2TLs2rULPj4+WLRoEX7//Xc8f/4cp0+frvGPu5qaGvM5U1NTq/K82mbKzcnJQXR0dKUBB9u8QxU0b95cZLcWW2pK+VCb4IeLshT379+vNCWDrq4u3r59y0pjzZo1mDVrVqVfkNatWycUENTlD76enh6TbZwNKSkp6N27N4DyXV6fPn0Cj8eDt7c3unbtyir4+fIzwhZ1dfUaP5v1eb/83qHBD6XOhISEcKb16tUrnD17ttKbtb+/PyuN2iRVrIni4mI8e/YMTZo0qdW2/QpWrFiBxYsXIzg4WCinSF0hdUyB37NnTyxcuBD3798Xe4henMClgoMHD2Lnzp3o3bs3li5dihEjRqBJkyawt7dHVFRUtdOKn09JdO/eHSNGjKj0vC/XSFXHuXPnMGrUKOTl5UFVVVUk4GAb/AgEAuzbt6/KNV7Xrl2rUWPlypVYtWqV2CkfapraYYu6ujrS09NFRiDj4uJYJ03k6gvSl6U/yP/nzVq7dm2la5qqQkNDAx8/fgQAGBkZISEhAXZ2dsjJyalV+oAKCgsLWU8vcnm/pHBAAy20plAY/v33X6KoqEhsbW2JjIwMcXBwIOrq6kRNTY106dKlVlrJycnk999/J8OHD2fS2F+4cIEkJCSwuv7Tp09k4sSJRFpamkhLSzNbn2fOnEnWrFnD2oeDgwNRUVEhysrKxNbWlvVuqC/ZtWsXadGiBeHz+YTP55MWLVqQnTt3sr6+okxCZUdty1tYWFiQf/75hxBSvuMlOTmZEEJIYGAgGTFiBCsNRUVF8uLFC0IIIfr6+iQmJoYQQkhKSgpRVVVl7UVNTY1cuHBBpN3b27va7eRfYmlpSby8vMinT59YX1MZHh4eRElJiQwdOpR4eXmR2bNnCx1s4CLlAyHclaXw8fEhHTp0IOnp6URFRYUkJSWR8PBwYmFhQZYuXcpKIzQ0lPVRHRWf1y8/w23btiWPHj1i3acRI0YQPz8/Qgghy5cvJzo6OmTy5MnE1NSUDBw4kJVGaWkpWb58OTE0NBS6RyxatIjs2rWLtRdKw0KDH4pYvHv3jqxfv55MnDiRTJw4kWzYsIFkZ2fXSqN169bMTbniZv3x40fSr18/8ueff7LWCQ0NJQoKCqRbt26Ez+czN6U1a9aw3rY8a9Ys4uzsTG7cuEGUlJQYjdOnTzO5VtiwdOnSag82+Pr6EiUlJbJw4UJy5swZcubMGbJw4UKirKxMfH19WXvhCi4Cl2bNmpGoqChCCCHt27dnAsojR44QHR0d1l7++ecfoqamRm7cuMG0zZw5kxgYGNTqj6GioiInAYeWlhY5f/68WBpcpHwgpLxPFVuxNTU1yb179wghhDx8+LBWgWFRURGZPHkykZGRITwej8jKyhIej0dGjx5NSktLxfZZG54/fy50pKam1ljjrDK4yF20bNkyYmFhQf766y+ioKDAfH6OHDlCXFxcWHu5fv06GTVqFGnbti159eoVIaQ8lcHnn2nK14MGP5Q6ExYWRlRVVYmxsTEZOHAgGThwIDExMSGqqqq1yr3x+SiCuro6M0pz9+7dWhUBdXFxYb7VfZ6w7tatW8TIyIiVhomJCZNT5XONpKQkoqKiwtoLF2hra5NDhw6JtB86dIhoaWlVeZ2GhgbJysoihBAyYcIE8uHDB078cBG4LFiwgEnuduTIESIjI0OaNm1K+Hw+WbBgQa38HDx4kGhoaJA7d+6Q6dOnE0NDQ/LkyZNaaQwcOJAcPXq0VtdUhoGBQa1f+0tWr15NtLW1ybhx48iGDRtIYGCg0MEWIyMjJuCxs7NjPkORkZG1Gl2rIDU1lZw/f54cO3as0rxTNcHFFyRJokmTJuTff/8lhAjfIx49esQ6d9KJEyeIgoICmTx5MpGTk2M0Nm/eTHr27Pl1jFOEoGt+KHXGw8MDw4YNw9atW5mCjQKBADNmzICHhwfrnRxKSkrMOh8DAwOkpKQwW2PZLqwEuFmgmZWVBV1dXZH2ioWRtSUmJoYp/dGiRYta5fAoKSlBq1atRNqdnZ1RWlpa5XXFxcX48OEDtLW1ERwcjHXr1rEqp1ETAwcOxNWrV/Hjjz/C09MTo0ePxu7du5Gamso6L9LatWuZn4cNGwYTExPcvHkTlpaWzBoQtowcORI5OTlo3749dHR0EBYWJlIuoDLOnj3L/Ny7d2/MmzcPDx8+rDTHFNs1UT4+PggMDERQUFCdPicAsGPHDigrKyMsLEyknAOPx2OdZqFTp0743//+Bzs7OwwZMgReXl64du0a/ve//7HeEl7B7t27ERAQgKSkJACApaUlZs+ejcmTJ7O6/vr16+jbty/U1NSYz/KmTZuwfPlynDt3Dp06dary2qqKxVYG2/cGKF+wnJycXOnarOr8VJCWllbp56ysrAwlJSWsPKxcuRLbtm3D2LFjhUq6tG/fHitXrmSlQREPGvxQ6kxycjJOnDghVKlaWloac+bMwf79+1nruLi4IDw8HNbW1ujVqxd8fHxw//59nDx5ktkhwgYuFmi2atUK58+fh6enJ4D/Fhjv2rWLybXDhszMTAwfPhyhoaFMMrmcnBx06dIFR44cEakqXRljxozB1q1bRRZ879ixA6NGjaryurZt22LAgAFwdnYGIQSzZs0S2fZfwZ49e1j36cvAxdTUFJGRkXUKXD73yvZ9rShO+SU6OjpwcnLCn3/+ybRVt0i+smSNy5cvF2mrza6b8PBwhISE4OLFi2jRooVIEMVmhxVXOw2DgoKY2lC///47ZGVlERkZicGDB2PRokWsdRYvXgx/f394enoyv6ObN2/C29sbqamplb5nXyLOF6SAgABWPmsTGEZFRWHkyJF48eIFs/D6cx02v28bGxvcuHEDpqamQu0nTpxg/eXmyZMnlQZaampqyMnJYaVBEQ8a/FDqjJOTEx49eiSSy+TRo0do2bIlax1/f3+mgOSyZcuQl5eHo0ePwtLSkvVOLwAYPnw4FixYgOPHj4PH46GsrAwRERGYO3cu6107q1evRs+ePfHw4UOUlpYiMDAQDx8+RGRkZI3FFT/H09MTHz9+xIMHD2BtbQ0AePjwIcaNG4dZs2bh8OHDrHR2796NK1euMEHgrVu3kJqairFjxwoFA5+/T3/99RcCAgKQkpICHo+H3NxcsQsllpSUYNq0afD19WWCSxcXl1oFpwBqDIqr+z3FxcVV2t60aVN8+PCBeb6mkZe6blWuDnV19VrtpPqafJ5iQUpKCgsXLqyTztatW7Fz506hXXX9+vWDvb09PD09WQU/4nxBqioYJHXc+QgAv/zyC/MFp7Lko2xYvHgxxo0bh7S0NJSVleHkyZN48uQJ9u/fj3/++YeVhr6+PpKTk0VSUISHh8PCwqLWnii1hyY5pNSZo0ePYv78+fD09BTK4bFlyxasXbuW+aMPlCcX+9oUFxfDw8MD+/btg0AggIyMDAQCAUaOHIl9+/YJ3YCrIyUlBWvXrhXK+LtgwQKRaubVoaamhn///VekzEd0dDS6d+/O6ttdRSXqmuDxeFVupTY3N8edO3egpaXFSqs61NTUcPfuXdbJFyvjy5IaJSUlyM/PB5/Ph6KiIqtcQd8yXKR8AMpHV06dOsVMudrY2KB///61Stugrq6O27dvi5QjSUxMRJs2bVh9htu3b4958+aJjLadPn0aa9euRVRUFGs/4k7BAeVT7PHx8aymR6vjxo0bWL58udA9YvHixayzd69ZswZ//fUX9uzZg59++gkXLlzAixcv4O3tDV9fX2bkmfIVadAVR5RGTXXbqD/fmsp2S3VRURF5+fIlefHihdBRW168eEHOnz9Pjh49Knah07qirKxcZZXv+l44zRVjx46tsRJ4XUhMTCRubm7k0qVLnGvXhKenZ6WLiTdv3ky8vLzq1QtXKR+4KiY6c+ZM4u3tLdLu4+NDZsyYwUrjyJEjxMTEhKxfv57cuHGD3Lhxg6xfv56YmZmRI0eOkPj4eOaoDq52Pnbp0oVcvHiR9flfi7KyMrJy5UqipKTE3C/l5eWZIruUrw8d+aHUmRcvXrA+98v58c9JTEzEpEmTRIocEjGynRIxhsbFXRAJAP3790dOTg4OHz4MQ0NDAOULJUeNGgUNDQ2cOnWq1r4aGq7qnlXGnTt3MHr0aDx+/Fhcm7XCyMgIZ8+ehbOzs1B7bGws+vXrx6qEQwUnTpyoMqtybGxsjde3adMGPXv2xLJly5jSC7q6uhg1ahTc3d0xffp0Vj7atm0LHR0dBAcHixQTzcrKYl1M1NPTE/v374exsXGl066fr2uqalSqulIQQPm/Tzb/znV0dLBp0yaRxJaHDx+Gp6cn6w0Np06dwqJFizBv3rxKF7jXZoT6zp07QiNrX36G2FBcXIzk5GTk5eXBxsYGysrKtdag1A0a/FDE5uHDhyI3fB6Px3oRbPv27SEjI4OFCxdWOg9fm/VD4g6Nc7EgEgBevnyJfv364cGDBzA2NmbabG1tcfbsWdaFRrkoU8AVXNU9q4y7d++iU6dOtap/xAXy8vJISEgQmQZJTk6Gra0t67VSmzZtwu+//47x48djx44dmDBhAlJSUnD79m14eHhg1apVNWqoqKjg7t27aNKkCTQ0NBAeHo4WLVogPj4e/fv3x/Pnz1l54aqYKBfTrlx9QeJiCg6oPBhjG4BV8OrVK4wYMQIRERFCmxnatWuHI0eO0CLCjQS64JlSZ54+fYqBAwfi/v37zA0E+G+0hW2gcPfuXcTExNS5JlIFXOxO4WJBJAAYGxsjNjYW//77LzOaYW1tjW7durHW4KpMAVdwsRvp823mwH9lCoKCgsQqAltXmjZtikuXLmHmzJlC7RcvXqzVwtM///wTO3bswIgRI7Bv3z7Mnz8fFhYWWLx4Met1TFylfGjWrBkyMjJEgp/MzMxarXXhohxDdQFNbajrzscv4eIzPHnyZJSUlAht9njy5AkmTJiAyZMn49KlSzVqFBYWYvPmzVUWsWUzUkgRDzryQ6kzffv2hbS0NHbt2gVzc3PcunUL7969g4+PDzZs2ICOHTuy0mndujUCAgKEqsDXBS6GxrlaEMkFXFSg5pKqtprzeDzIy8ujadOm6N+/f7UFXb/85s3j8aCjo4OuXbvCz88PBgYGnHquiT179mDmzJmYN28eU3n86tWr8PPzw8aNGzFlyhRWOoqKinj06BFMTU2hq6uL//3vf2jZsiWSkpLg4uKC7OzsGjUGDBiA3r17Y8qUKZg7dy7OnDmD8ePH4+TJk9DQ0MC///7LysuFCxcwf/78SouJrl27VujfWX1VD69sdBhgn0eJiyk4rlBQUEBkZKTItvaYmBh07NiRVY2wUaNG4cqVK/j555+hp6cn8iVryZIlnHqmiEJHfih15ubNm7h27Rq0tbUhJSUFaWlpdOjQgankXNXW5C9Zt24d5s+fj9WrV1c6D8/2Bl3XpICf8+OPPyI5OVns4GfWrFlo2rSpyDqYoKAgJCcns6pAz0UFaoCbNUxA+Vbz2NhYCAQC5htvYmIipKWl0bx5c/z555/w8fFBeHg4bGxsqvQiSUycOBFFRUVYtWoVVqxYAQAwMzPD1q1ba1XRXV9fH+/evYOpqSlMTEwQFRWFli1b4tmzZyLTp1XBVcoHroqJcgFXo8MJCQlwcnICUP7vAgC0tbWhra2NhIQE5jy2I7XiBGPGxsaVJjMUCATM+r6a+Oeff3DhwoUGGe2klEODH0qdEQgETOZgbW1tvH79GlZWVjA1NcWTJ09Y61RMBX2Zfba2N+i6Do1/XjHa09MTPj4+ePPmjVgLIv/++2+RKR4AaNeuHdauXcsq+OGiAjVXa5gAMKM6e/fuZQLS3NxcTJ48GR06dMCUKVMwcuRIeHt74/Lly5VqcDF6xDXTp0/H9OnTkZWVBQUFhTotOu3atSvOnj0LR0dHTJgwAd7e3jhx4gTu3LmDQYMG1Xi9QCDAq1evmM+XkpIStm3bVmsfgGRVD/fy8oK5uTmuXr0Kc3NzREdHIzs7mxkdZgtXfeIiGFu/fj08PT2xZcsW5svWnTt34OXlxbpPRkZGnGRdp4hB/W4uo3xLdOjQgZw6dYoQUl4t2d3dnYSHh5OxY8eSFi1asNYRp9qzt7c3c3h6ehIVFRXSokULMmnSJDJp0iRia2tLVFVVycyZM6vUqKpidF237BNCiJycXKV1kJKSkoicnBwrDS4qULds2ZIMGTKEPHz4kLx//57k5OQIHbXB0NCQPHjwQKQ9ISGBGBoaEkIIiYmJqbbumKurK1FVVSVKSkrEycmJODk5EWVlZaKmpkZ+/PFHoq6uTjQ0NCp9na/B4sWLyfPnz8XWEQgEpKSkhHl85MgR4unpSTZt2kSKi4tZacjJyZGnT5+K7UWS0NLSYraxq6qqksePHxNCCLl69WqtCgVzRZ8+fUj//v1JVlYWUVZWJg8fPiQ3btwgbdq0IdevX6/yuorPZcXB5/OJlJQU4fP5Qj9raGiw8nHhwgXi7u7OyWePUjfoyA+lzixatAifPn0CUF4eoE+fPujYsSO0tLRw9OhR1jqdO3eus4cvp9Yqtpt+OTT+4MGDKjW4KivwOVwspOWiTEFSUhJOnDjByRqm3NxcZGZmikxpZWVlMbu01NXVRaYSPoeL0SMuOXPmDFatWoXOnTtj0qRJGDx4MOTk5GqtIyUlheLiYsTGxiIzMxMKCgrMiOalS5dY7Xy0tbXF06dPxUoi+Tn5+fmVTu3UR8LRCrgaHeaKL6fqpaSkWE3VsxmprQ2tWrVCYWEhLCwsoKioKDLC/L0n+6wXGjr6onxbZGdnk7Kysjpd++nTJ/Lo0SOhxGc1JT/jmtWrV5Pdu3eLtO/evZusXbuWtc7u3buJgoICWbx4MTOC5evrSxQVFcmOHTu4tFwtXCZ1GzlyJDE3NycnT54kL1++JC9fviQnT54kFhYWZPTo0YQQQg4fPkycnZ2r1OBi9IhrYmNjiaenJ9HW1ibq6urkl19+IdHR0bXSuHjxItHW1q5y5JCthoODAzl37hx5/fo1yc3NFTrYkpmZSXr37k2kpKQqPeoTrkaHuUJdXZ0ZXbOwsCDXrl0jhBCSnJxMFBQU6s2Hm5sbsbS0JGvXriV79+4l+/btEzooXx8a/FAaHK5v1klJSeTSpUskPz+fEEJqFYyZmpqSiIgIkfaoqChiZmZWKx9//vknMTIyYv4Impubk+Dg4FppiMvJkyeJjY0N2bt3L7lz545YgeXHjx/J5MmTmWH+iqH+KVOmkLy8PEIIIXFxcZVmtq5ASUmJhISEiLSHhIQQZWVlQgghKSkpDZIFu7i4mPz999+kT58+RFZWltjZ2ZGNGzeymh5s2rQpmTFjBnnz5k2dX//LgKniqO2U68iRI0n79u3J7du3iZKSErly5Qo5cOAAsbKyIv/880+d/dWFS5cukb///psQUv7v0srKivB4PKKtrU2uXr1ar14I4SYYGzNmDNmzZw9JTk6usw8FBQVy9+7dOl9PER8a/FAaHK5u1m/fviVdu3Zl/likpKQQQgiZMGECmTNnDiuNqtZdpKSksF6r8yWZmZnk48ePdbpWXLhaw/Q5Hz9+ZIKn2vaLi9Gjr0VRURE5cuQI6d69O5GRkSGdOnUiTZs2JSoqKuTIkSPVXquioiLWH0NCxFv79jn6+vrk1q1bjK8nT54QQgg5c+YMad++vVgeuUCc0WFx4SIYmzRpErG0tCQ8Ho/88MMPZNSoUWTnzp21KqXj6OhIbt68Wac+ULiBBj+UBoerm/WYMWNIjx49yMuXL4mysjIT/Fy6dInY2Niw0mjatCk5cOCASPv+/fuJubk5ay8VZGZmMjWNsrKyan29uDx//rzao77hYvSIa+7cuUM8PDyIpqYmMTAwIAsWLBBarL5p0yaiq6tbrcaECRPIrl27xPby/v17smHDBmbBvp+fX60XpquoqJBnz54RQggxMTEh4eHhhBBCnj59Wq9TO58jzmjs16auwdirV6/IoUOHyLRp00jz5s2JlJQUMTIyYnXt5cuXSbt27UhISAh5+/Ztnac4KXWHBj+UBoerm7Wenh4zlPx58JOSkkKUlJRYaaxbt45oaWmRPXv2MAHC7t27iZaWFlm9ekqqjkgAAB+7SURBVDVrL3l5eWTChAlEWlqaGXGRkZEhEydOJJ8+fWKt860izugRl9ja2hJpaWnSq1cvcurUKVJaWipyTlZWFuHxeNXqfPr0ifTq1YuMGzeObNiwgQQGBgodbLh9+zbR0tIiRkZGZODAgWTgwIHkhx9+IFpaWiQmJoZ1n1q1asUUie3bty8ZM2YMefXqFZk/fz6xsLBgrcMFXIzGckVxcTGRlpauVXHX6vj06RO5fPkyWbhwIXFxcSF8Pp/1DrbKpjfFHZGl1A6624vS4FhZWeHJkycwMzNDy5YtsX37dpiZmWHbtm21yvj76dMnKCoqirS/e/eO9Q6eefPmITs7GzNmzGB2ycjLy2PBggX49ddfWXuZM2cOwsLCcO7cOSaRWXh4OGbNmgUfHx9s3bqVtZa4pKSkYOPGjUJFGL28vNCkSZN68/AlysrK9brrqCqGDh2KiRMnwsjIqMpztLW1a0zOePjwYVy5cgXy8vIIDQ0VSrbH4/FYFX319vZG3759sXPnTsjIlN+aS0tLMXnyZMyePRvXr19n1ScvLy+kp6cDKM8U7O7ujr/++gt8Ph/BwcGsNLjC29sbsrKySE1NhbW1NdM+bNgwzJkzB35+fvXmRVZWFiYmJmIndvztt98QGhqKuLg4WFtbo3Pnzli4cCE6derEFJKtCUnKxfS9QstbUBqcv/76C6WlpRg/fjxiYmLg7u6O7Oxs5mY9bNgwVjq9evWCs7MzVqxYARUVFdy7dw+mpqYYPnw4ysrKcOLECdae8vLy8OjRIygoKMDS0rLW25+1tbVx4sQJuLq6CrWHhIRg6NChyMrKqvQ6NgnxKmBT2PTy5cvo168fHBwcmCAsIiIC8fHxOHfuHH766SfWr/etUFWixcpgm1lZX18fs2bNwsKFC2usZF4VCgoKiIuLE6lx9/DhQ7Rq1Yp1YsvPIYSgoKAAjx8/homJCbS1tevkra7o6+vj8uXLaNmyJVOixcLCAk+fPoW9vT2T0bq+2L17N06ePIkDBw7UOZGmlJQUdHR04O3tjUGDBqFZs2a1ur6kpATu7u7Ytm2bSKFWSv1BR34oDc7o0aOZn52cnPDixYs63az/+OMPuLm54c6dOyguLsb8+fPx4MEDvHv3DhEREbXypKysjNatW9fqms/Jz8+Hnp6eSLuurm61f8TU1NSYnwkhOHXqFNTU1JhMsjExMcjJyWEdJC1cuBDe3t5Yu3atSPuCBQu+y+CHbdmV2hS1LS4uxrBhw+oc+ADlZVxSU1NFgp+XL1/WOhvw7t27ERAQgKSkJACApaUlZs+ejcmTJ9fZX13gYjSWSyrKyxgaGsLU1BRKSkpCz7MpKBoXF4ewsDCEhobCz88PfD4fnTt3hqurK1xdXWsMhmRlZYWyylMaBjryQ5EIuLpZ5+bmIigoCPHx8cjLy4OTkxM8PDzqvWCmm5sbtLS0sH//fsjLywMACgoKMG7cOLx7945VkcoFCxbg3bt32LZtG6SlpQGUJ42bMWMGVFVVsX79+ho15OXlcf/+fZFvmImJibC3t2eSKFLEw9vbGzo6Ovjtt9/qrDFr1iycOnUKGzZsQLt27QCUj9LNmzcPgwcPZp1ob/HixfD394enpyfatm0LoDy5X1BQELy9vbF8+fI6e6wtXI7GckFN9fDqUlA0Pj4eAQEBOHjwIMrKylhNq3l7e0NOTk7kSwml/qDBD6XBkaSbNVfcv38f7u7uKCoqQsuWLQGU3yTl5ORw5coVtGjRokYNHR0dhIeHM0VEK3jy5AnatWvHqlK4sbEx/P39MWTIEKH2Y8eOYe7cuUhNTa1FryhVMWvWLOzfvx8tW7aEvb29SMZeNtNnxcXFmDdvHrZt28YU4pWVlcX06dOxdu1a1iMlOjo62LRpE0aMGCHUfvjwYXh6euLt27cseyU+CQkJcHNzg5OTE65du4Z+/foJjcY25LqzukIIQVxcHEJDQxEaGorw8HB8+PAB9vb26Ny5MwICAmrUqKhSb2lpCWdnZ5ERqK9dmZ5Cgx+KBMDVzbqmBaG1qWDOBfn5+Th48CAeP34MALC2tsaoUaOgoKDA6noNDQ3s27cP/fv3F2o/c+YMxo8fj/fv39eosXz5cgQEBGDhwoVCownr1q3DnDlz4OvrW8teUSqjS5cuVT7H4/Fw7do11lr5+flMeZYmTZpUOm1UHerq6rh9+3alo31t2rRBTk5OrfTERVJGY7lCQ0MDeXl5aNmyJTPd1bFjR6irq7PW4PLzQqkbNPihNDhc3awrW2/x+boNcXd51IY1a9ZAT08PEydOFGrfs2cPsrKysGDBgho15syZg/379+O3335DmzZtAAC3bt3C2rVrMWbMGFbfDgkh2LhxI/z8/PD69WsAgKGhIebNm4dZs2bVal0LpXHg6ekJWVlZkc/H3LlzUVBQgC1btjSQs4ZHQ0Oj0s88j8eDvLw8mjZtivHjx2PChAlVapw/fx4dO3ZkatNRGic0+KE0OFzdrHNzc4Uel5SUIC4uDr6+vli1ahXc3Nw481wTZmZmOHToEDPaUsGtW7cwfPhwVsVUy8rKsGHDBgQGBjJblw0MDODl5QUfHx9mHRBbPn78CAC1XjxLaVxUTKkYGxvDxcUFQPnnLjU1FWPHjhWakquP6ZWcnBxER0cjMzNTJGXA2LFjv/rrf05AQABWrVqFnj17Ml8ooqOjcenSJXh7e+PZs2c4cOAANm/ejClTpnx1P8nJyUhJSUGnTp2goKAAQgj9QlJP0OCH0iB8vt24tLQU+/btg4mJSaU3682bN4v1WmFhYZgzZw5iYmLE0qkN8vLyePTokUiF7qdPn8LGxqbGhcalpaU4dOgQevToAT09PaZqOv22SamJ6qZUPqc+plfOnTuHUaNGIS8vD6qqqiL5j+q7evngwYPx008/4ZdffhFq3759O65cuYK///4bmzdvxo4dO3D//v0qde7cuYNjx44hNTWVyQdWAZsUFNnZ2Rg6dChCQkLA4/GQlJQECwsLTJw4ERoaGvWa/+h7hQY/lAahPm/Qjx8/RqtWreo1p4ilpSWWLFkitI0fAA4cOIAlS5bg6dOnNWooKiri0aNHMDU1rbMPR0dHVsP8bH8fFEptaNasGXr16oXVq1fXeu3S10BZWRl3795F06ZNhdqTk5Ph4OCAvLw8pKSkwN7eHp8+fapU48iRIxg7dix69OiBK1euoHv37khMTERGRgYGDhyIvXv31uhj7NixyMzMxK5du2Btbc3kP7p8+TLmzJmDBw8ecNJfStXQPD+UBuFrZDj9MncGIQTp6elYu3YtHBwcOH+96pgyZQpmz56NkpISdO3aFQBw9epVzJ8/Hz4+Pqw02rRpg7i4OLGCH3d3d2zduhV2dnbMMP/t27dx7949jB8/Hg8fPkS3bt1w8uRJkYXVFIq4pKWlYdasWRIR+ACApqYmzp07B29vb6H2c+fOMUkPP336VO3U8OrVqxEQEAAPDw+oqKggMDAQ5ubmmDZtGutF3FeuXMHly5fxww8/CLVbWlrixYsXtewVpS7Q4IfyzeDg4AAej4cvBzNdXFywZ8+eevXCRZmMGTNmwMfHB69evap0Oyyb8hBv376Fj4+PyK6ulStX4sWLF7hy5QqWLFmCFStW0OCHwjk9evTAnTt3YGFh0dBWAAC+vr6YPn06QkJChL4MXLhwAdu2bQMA/O9//0Pnzp2r1EhJSUHv3r0BAHw+H58+fQKPx4O3tze6du1aYy4hQPKSP36P0GkvyjfDl9+YKtLQVyQZbAjEKZNR1e61ikWRbHavqampISYmptJhfmdnZ+Tm5uLx48do3bo1syCaQuGK3bt3Y/ny5ZgwYQLs7OxE8h/169ev3j1FREQgKCgIT548AVBeW9DT01Nkc0JV/PDDD7h48SLs7Oxgb2+PX3/9FSNGjMDNmzfh7u4usvGiMiQt+eP3CB35oXwziDM99LUQp0wGmx1hNSEvL4/IyEiR4CcyMpIJCsvKyho0QKR8u1TsmKosUSnbAJ5r2rdvz9S5qwudOnXC//73P9jZ2WHIkCHw8vLCtWvX8L///Y/1jlIuS/FQ6gYNfiiNmk2bNrE+l01lbUmCi2DO09MTv/zyC2JiYpgg7Pbt29i1axdTiuHy5cv1viaK8n3w5dZ2SSAlJQV79+7F06dPsXHjRujq6uLixYswMTFhlXk9KCiI2a35+++/Q1ZWFpGRkRg8eDAWLVrEyoOtrS0SExMRFBQEFRUV5OXlYdCgQY06+WNjg057URo1X24lrwoej8dqh5Uk8vDhw0q31LKdMjh48GClw/wjR44EUF5zrGL3F4XyLRMWFoaePXuiffv2uH79Oh49egQLCwusXbsWd+7cqXG66csUFHUlNTUVxsbGle7ETE1NhYmJSZ21KeygwQ/lm6TiY92YE4Y9ffoUAwcOxP3794UWclf0qSGmDCiUmti0aROmTp0KeXn5Gkdm63s0tm3bthgyZAjmzJkDFRUVZot5dHQ0Bg0ahFevXtWowUUKCmlpaaSnp0NXV1eoPTs7G7q6uvTfdj1Ap70o3xRcVYeXBLy8vGBubo6rV6/C3Nwc0dHRyM7Oho+PDzZs2NDQ9iiUSgkICMCoUaMgLy9fbZFPHo9X78HP/fv3cejQIZF2XV1d1jUE27Rpg7t374oV/FSVyTkvL4+OwNYTNPihfDNUVR3e29sbqampja46/M2bN3Ht2jVoa2tDSkoKUlJS6NChA9asWYNZs2YhLi6uRg2BQICAgIAqs9HWd4ZdyrfP5wv1P/9ZEkZj1dXVkZ6eLjJdHhcXByMjI1YaM2bMwJw5c/Dy5ctap6CoyGzP4/Hg6+srtN1dIBDg1q1bdP1dfUEolG8EbW1tcujQIZH2Q4cOES0trQZwJB7q6urk6dOnhBBCLCwsyLVr1wghhCQnJxMFBQVWGr6+vsTAwIBs2LCByMvLkxUrVpBJkyYRLS0tEhgY+NW8UygV7Nq1i7Ro0YLw+XzC5/NJixYtyM6dOxvEi4+PD+nQoQNJT08nKioqJCkpiYSHhxMLCwuydOlSVho8Hk/kkJKSYv5fHa6ursTV1ZXweDzSrl075rGrqyvp3r07mTp1KklMTOSiq5QaoCM/lG+GkpIStGrVSqTd2dkZpaWlDeBIPGxtbREfHw9zc3P8+OOP+OOPP8Dn87Fjxw7WSeMOHjyInTt3onfv3li6dClGjBiBJk2awN7eHlFRUY1uBxylcSFpo7GrV6+Gh4cHjI2NIRAIYGNjA4FAgJEjR7LeqSVOCoqKzPYTJkxAYGAgrdXXgNAFz5RvBq6qw0sKly9fxqdPnzBo0CAkJyejT58+SExMhJaWFo4cOcIqp4iSkhIePXoEExMTGBgY4Pz583BycsLTp0/h6OjIKiEbhVJXdHR0sGnTJowYMUKo/fDhw/D09GS9zoZrUlNTkZCQgLy8PDg6OsLS0pL1tdevX0e7du0gIyM8dlBaWorIyEh06tSJa7uUrwAd+aE0aj6vDs/j8bBr1y5cuXKl0urwjY0ePXowPzdt2hSPHz/Gu3fvoKGhwXrdxA8//ID09HSYmJigSZMmuHLlCpycnHD79m2aRp/y1ZHU0VgTE5M6byfv0qVLpTu1cnNz0aVLF9Y7tcStDE8RDxr8UBo1Xy76dXZ2BlCeyAwAtLW1oa2t3SirJE+cOBGBgYFCRRY1NTXx6dMneHp6sqpXNnDgQFy9ehU//vgjPD09MXr0aOzevRupqakixR0pFK4ZM2YMtm7dKjIau2PHDowaNare/RBCcOLECYSEhCAzM1MkCSOboINUsVMrOztbZPFzVdRUGZ7y9aHTXhSKhFJVLpC3b99CX1+/Tt+co6KiEBkZCUtLS/Tt25crqxRKpXh6emL//v0wNjaudDT281pfXwZIXwMvLy9s374dXbp0gZ6enkgQs3fv3iqvHTRoEADgzJkzcHd3Fxo5FQgEuHfvHqysrHDp0qUafdjb22PatGlMZfiKtX0VleHZFEeliAcd+aFQJIwPHz6AEAJCCD5+/CiU90MgEODChQsiAVFllJSUYNq0afD19WW29rq4uDB/hCiUr01CQgKcnJwAiI7GJiQkMOfV1/b3AwcO4OTJk+jVq1etr1VTUwNQPvKjoqICBQUF5jk+nw8XFxemlllNcFEZniIeNPihUCQMdXV18Hg88Hg8NGvWTOR5Ho/H6uYoKyuLv//+G76+vl/DJoVSIxW7myQFNTU11jslv6RiVEhHRwdLly5lcvQ8f/4cp0+fhrW1NbS1tVlpaWho4OPHjwAAIyMjJCQkwM7ODjk5OcjPz6+TP0rtoMEPhSJhhISEgBCCrl274u+//4ampibzHJ/Ph6mpKQwNDVlpDRgwAKdPn6breygUAEuXLsWyZcuwZ88eoZGb2hAXF4f9+/fjl19+QU5ODlxcXCArK4u3b9/C398f06dPr1GDi8rwFPGga34oFAnlxYsXMDExEWtKYOXKlfDz84Obm1ul2Whpnh/K90RBQQEGDhyIiIgImJmZCa05AoDY2NgaNbS1tREWFoYWLVpg165d2Lx5M+Li4vD3339j8eLFePToUY0a7969Q2FhIQwNDVFWVoY//viDWYu3aNEiaGho1LmPFHbQ4IdCkVAuXboEZWVldOjQAQCwZcsW7Ny5EzY2NtiyZQurG2R1Ve8bc6V7CqUuDB06FCEhIfj5558rXfC8ZMmSGjUUFRXx+PFjmJiYYOjQoWjRogWWLFmCly9fwsrKitW01dixY9GlSxd06tQJTZo0qXN/KHWHBj8UioRiZ2eHdevWoVevXrh//z5atWoFHx8fhISEoHnz5tXuTKFQKKIoKSnh8uXLzBeKumBvb4/Jkydj4MCBsLW1xaVLl9C2bVvExMSgd+/eePPmTY0akydPxvXr15GcnAwjIyN07twZrq6u6Ny5c60SLlLqDg1+KBQJRVlZGQkJCTAzM8PSpUuRkJCAEydOIDY2Fr169WJ1k6VQKP/RvHlzHDt2rNriozVx4sQJjBw5EgKBAG5ubrhy5QoAYM2aNbh+/TouXrzIWistLQ3Xr19HWFgYwsLCkJiYCAMDA7x69arO/ijsoAueKRQJhc/nM0Po//77L5OlWlNTEx8+fKjyus+zXtdEfeRWoVAkBT8/P8yfPx/btm2DmZlZnTR+/vlndOjQAenp6WjZsiXT7ubmVusEhRoaGtDS0oKGhgbU1dUhIyMDHR2dOvmi1A468kOhSCj9+vVDcXEx2rdvjxUrVuDZs2cwMjLClStXMHPmTCQmJlZ6XZcuXYQex8bGorS0FFZWVgCAxMRESEtLw9nZGdeuXfvq/aBQJAUNDQ3k5+ejtLQUioqKIgue3717Vy8+fvvtN4SGhiIuLg7W1tbMtFenTp3oYud6go78UCgSSlBQEGbMmIETJ05g69atMDIyAgBcvHgR7u7uVV73eW4Vf39/qKioIDg4mLmpvn//HhMmTEDHjh2/bgcoFAlj48aNDW0BALB27Vro6OhgyZIlGDRoUKX5vChfFzryQ6F8w1SMFLVo0UKoPSEhAd27d8fr168byBmF8v0SHx+PsLAwhIaG4saNG+Dz+czoj6urKw2G6gE68kOhSCipqanVPs+mKvWHDx+QlZUl0p6VlcVkmKVQvicEAgFOnz7N5ONp0aIF+vXrB2lp6Xrz0LJlS7Rs2ZLJsxUfH4+AgAB4eHigrKyMdWV4St2hwQ+FIqGYmZlVm+CQzQ1y4MCBmDBhAvz8/NCmTRsA5YUl582bxxRqpFC+F5KTk9GrVy+kpaUxa+DWrFkDY2NjnD9/vt5y7hBCEBcXh9DQUISGhiI8PBwfPnyAvb09OnfuXC8evnfotBeFIqHEx8cLPS4pKUFcXBz8/f2xatUqVsFLfn4+5s6diz179qCkpAQAICMjg0mTJmH9+vUiGZ8plG+ZXr16gRCCgwcPMmVjsrOzMXr0aEhJSeH8+fP14kNDQwN5eXlo2bIlM93VsWNHqKur18vrU2jwQ6E0Os6fP4/169cjNDSU9TWfPn1iqmo3adKEBj2U7xIlJSVERUXBzs5OqD0+Ph7t27dHXl5evfg4f/48OnbsCFVV1Xp5PYoodNqLQmlkWFlZ4fbt27W6RklJSazEbhTKt4CcnFyla93y8vLA5/PrzUfv3r3r7bUolSPV0AYoFErlfPjwQejIzc3F48ePsWjRIpoCn0KpA3369MHUqVNx69YtEEJACEFUVBR++eUX9OvXr6HtUeoROu1FoUgoUlJSIgueCSEwNjbGkSNH0LZt2wZyRqE0TnJycjBu3DicO3eOSXBYUlKC/v37Y9++fVBTU2tgh5T6ggY/FIqEEhoaKhT8SElJQUdHB02bNoWMDJ2xplDqSnJyMh4+fAgAsLGxQdOmTRvYEaW+ocEPhUKhUL4bdu/ejYCAACQlJQEALC0tMXv2bEyePLmBnVHqE/r1kUKRUNasWQM9PT1MnDhRqH3Pnj3IysrCggULGsgZhdI4Wbx4Mfz9/eHp6clMG9+8eRPe3t5ITU3F8uXLG9ghpb6gIz8UioRiZmaGQ4cOoV27dkLtt27dwvDhw/Hs2bMGckahNE50dHSwadMmjBgxQqj98OHD8PT0xNu3bxvIGaW+obu9KBQJ5c2bNzAwMBBp19HRQXp6egM4olAaNyUlJWjVqpVIu7OzM0pLSxvAEaWhoMEPhSKhGBsbIyIiQqQ9IiIChoaGDeCIQmncjBkzBlu3bhVp37FjB0aNGtUAjigNBV3zQ6FIKFOmTMHs2bPxf+3dXUiTXxwH8O+W0z1uo2RNGxlrhXZRSTSIoKgMX2jZXYRXbUIwonyhwqQL6UXwJmRmQwgiIYTAiwhivbiakF1E0LqYGIiMXhDSwIKisOnvfyE+f5fO+v/Zi/Z8P7ALn+ec83y9kZ/POWfn58+fOHjwIADgyZMnaG5uxtmzZ7OcjmhlunnzJh4/fozdu3cDmJ1GfvfuHY4fP44zZ86o7To6OrIVkTKAa36IlikRQUtLC65du4apqSkAgNFoxPnz59Ha2prldEQrT3l5+R+10+l0ePr0aZrTUDax+CFa5r5+/Yrh4WEoioKSkhLk5eVlOxIR0YrG4oeIiIg0hQueiYiISFNY/BAREZGmsPghIiIiTWHxQ0RERJrC4oeI/jobN26E1+tVfx4YGIBOp8PAwEDWMv3q14xElDksfogo5Xp6eqDT6dSP0WhEaWkpTp8+jY8fP2Y73h8LBoO4ePFitmMQUYrxG56JKG0uX74Mp9OJHz9+YHBwEN3d3QgGg4hGo8jPz89Yjn379uH79+/Izc39T/2CwSACgQALIKK/DIsfIkqbQ4cOqQdJnjhxAlarFR0dHbh3796Ck7UB4Nu3bzCZTCnPodfrYTQaUz4uEa1MnPYiooyZO6MsFovB6/XCbDZjdHQUbrcbFotFPVxyZmYGfr8fW7duhdFoRFFREXw+HyYnJxPGExG0tbWhuLgY+fn5KC8vx9DQ0ILnJlvz8+LFC7jdbhQUFMBkMqGsrAydnZ0AAK/Xi0AgAAAJU3hzUp2RiDKHb36IKGNGR0cBAFarFQAQj8dRXV2NvXv34urVq+pUmM/nQ09PD+rq6tDQ0IBYLIbr168jEong+fPnMBgMAIDW1la0tbXB7XbD7Xbj1atXqKqqUs9CW0p/fz9qampgt9vR2NiIdevWYXh4GPfv30djYyN8Ph/GxsbQ39+P27dvL+ifiYxElCZCRJRit27dEgASCoVkYmJC3r9/L3fu3BGr1SqKosiHDx/E4/EIAGlpaUno++zZMwEgvb29CdcfPnyYcH18fFxyc3Pl8OHDMjMzo7a7cOGCABCPx6NeC4fDAkDC4bCIiMTjcXE6neJwOGRycjLhOfPHOnXqlCz2ZzIdGYkoczjtRURpU1FRAZvNhg0bNqC2thZmsxl3797F+vXr1TYnT55M6NPX14fVq1ejsrISnz59Uj8ulwtmsxnhcBgAEAqFMDU1hfr6+oTpqKampt/mikQiiMViaGpqwpo1axLuzR8rmUxkJKL04bQXEaVNIBBAaWkpcnJyUFRUhC1btkCv//d/rpycHBQXFyf0GRkZwZcvX1BYWLjomOPj4wCAt2/fAgBKSkoS7ttsNhQUFCyZa276bdu2bf/tF8pgRiJKHxY/RJQ2u3btUnd7LSYvLy+hGAJmFxIXFhait7d30T42my2lGf+PlZCRiJJj8UNEy8rmzZsRCoWwZ88eKIqStJ3D4QAw+xZm06ZN6vWJiYkFO64WewYARKNRVFRUJG2XbAosExmJKH245oeIlpVjx45henoaV65cWXAvHo/j8+fPAGbXExkMBnR1dUFE1DZ+v/+3z9i5cyecTif8fr863pz5Y81959CvbTKRkYjSh29+iGhZ2b9/P3w+H9rb2/H69WtUVVXBYDBgZGQEfX196OzsxNGjR2Gz2XDu3Dm0t7ejpqYGbrcbkUgEDx48wNq1a5d8hl6vR3d3N44cOYIdO3agrq4Odrsdb968wdDQEB49egQAcLlcAICGhgZUV1dj1apVqK2tzUhGIkqjLO82I6K/0NxW95cvXyZt4/F4xGQyJb1/48YNcblcoiiKWCwW2b59uzQ3N8vY2JjaZnp6Wi5duiR2u10URZEDBw5INBoVh8Ox5Fb3OYODg1JZWSkWi0VMJpOUlZVJV1eXej8ej0t9fb3YbDbR6XQLtr2nMiMRZY5OZN67WCIiIqK/HNf8EBERkaaw+CEiIiJNYfFDREREmsLih4iIiDSFxQ8RERFpCosfIiIi0hQWP0RERKQpLH6IiIhIU1j8EBERkaaw+CEiIiJNYfFDREREmsLih4iIiDSFxQ8RERFpyj+zUxvdCnaQUAAAAABJRU5ErkJggg==\n"},"metadata":{}}],"source":["classes = np.unique(y_test)\n","for name, model in models.items():\n"," print(f\"\\n{name}\")\n"," X = df.drop(\"fruit_name\", axis=1)\n"," y = df[\"fruit_name\"]\n"," X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n"," y_pred = model.predict(X_test)\n"," plot_confusion_matrix(y_test, y_pred, classes, title=name)"]},{"cell_type":"code","execution_count":null,"id":"582eec60-8a94-4068-93a4-6d03524bca1c","metadata":{"id":"582eec60-8a94-4068-93a4-6d03524bca1c","executionInfo":{"status":"ok","timestamp":1764252953735,"user_tz":-180,"elapsed":1102,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":507},"outputId":"d10b9fa1-bec3-48f0-ac2e-50f0dea14157"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plot_confusion_matrix(y_test_log, y_pred_my_log, classes,title = 'MyLogReg')"]},{"cell_type":"markdown","id":"b28cf05c-b565-4b8f-92ac-b90ada440d90","metadata":{"id":"b28cf05c-b565-4b8f-92ac-b90ada440d90"},"source":["В рамках работы были обучены и сравнены несколько моделей классификации для задачи определения фруктов: Decision Tree, Random Forest, Gradient Boosting, CatBoost, а также собственная реализация логистической регрессии.\n","\n","Для всех моделей была проведена единая предобработка данных с помощью ColumnTransformer, включающая стандартизацию числовых признаков и кодирование категориальных. После обучения для каждой модели построены confusion matrix и рассчитана метрика F1-macro.\n","\n","Результаты показали, что все модели достигли идеальной точности на тестовой выборке (F1-macro = 1.0). Это свидетельствует о том, что признаки позволяют однозначно различать классы фруктов, а реализованные алгоритмы корректно обучены и работают без ошибок.\n","\n","Собственная реализация логистической регрессии также продемонстрировала сопоставимые результаты с готовыми моделями из scikit-learn, что подтверждает корректность метода градиентного спуска и мультиклассовой реализации OvR.\n","\n","Таким образом, можно заключить, что:\n","\n","*Все рассмотренные модели подходят для данной задачи.\n","\n","*Собственная реализация логистической регрессии успешно справляется с классификацией и может использоваться для аналогичных задач.\n","\n","*Предварительная обработка данных и правильное разделение на обучающую и тестовую выборки обеспечивают корректное сравнение моделей."]}],"metadata":{"kernelspec":{"display_name":"Python 3 (ipykernel)","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.10.18"},"colab":{"provenance":[]}},"nbformat":4,"nbformat_minor":5} From 102be388954e183bb397bf16b7a88ae15a56b0e7 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Thu, 27 Nov 2025 17:56:10 +0300 Subject: [PATCH 12/14] add: .gitignore for python and jupyter files --- project/Task8/.gitignore | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 project/Task8/.gitignore diff --git a/project/Task8/.gitignore b/project/Task8/.gitignore new file mode 100644 index 00000000..15ba936a --- /dev/null +++ b/project/Task8/.gitignore @@ -0,0 +1,11 @@ +# Jupyter +.ipynb_checkpoints/ +__pycache__/ + +# Python +*.pyc +*.pyo +*.pyd +.Python +env/ +venv/ From 58a7bd4a50e40433cf618508413e3ca988f7b91f Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Thu, 27 Nov 2025 19:18:47 +0300 Subject: [PATCH 13/14] removed non-task files --- project/Task1/__init__.py | 0 project/Task1/matrix_operations.py | 129 - project/Task1/vector_operations.py | 120 - project/Task2/__init__.py | 0 project/Task2/generator.py | 124 - project/Task8/main.ipynb | 1 - project/Task9/housing.csv | 20641 --------------------------- project/Task9/main.ipynb | 3212 ----- tests/Tests1/__init__.py | 0 tests/Tests1/matrix_tests.py | 103 - tests/Tests1/vector_tests.py | 51 - tests/Tests2/__init__.py | 0 tests/Tests2/generator_tests.py | 236 - 13 files changed, 24617 deletions(-) delete mode 100644 project/Task1/__init__.py delete mode 100644 project/Task1/matrix_operations.py delete mode 100644 project/Task1/vector_operations.py delete mode 100644 project/Task2/__init__.py delete mode 100644 project/Task2/generator.py delete mode 100644 project/Task8/main.ipynb delete mode 100644 project/Task9/housing.csv delete mode 100644 project/Task9/main.ipynb delete mode 100644 tests/Tests1/__init__.py delete mode 100644 tests/Tests1/matrix_tests.py delete mode 100644 tests/Tests1/vector_tests.py delete mode 100644 tests/Tests2/__init__.py delete mode 100644 tests/Tests2/generator_tests.py diff --git a/project/Task1/__init__.py b/project/Task1/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/project/Task1/matrix_operations.py b/project/Task1/matrix_operations.py deleted file mode 100644 index 2caccee0..00000000 --- a/project/Task1/matrix_operations.py +++ /dev/null @@ -1,129 +0,0 @@ -def matrix_add(matrix1, matrix2): - """ - Add two matrices element-wise. - - Args: - matrix1 (list): First matrix as list of lists. - matrix2 (list): Second matrix as list of lists. - - Returns: - list: Resulting matrix after addition. - - Raises: - ValueError: If matrices have different dimensions. - """ - if len(matrix1) != len(matrix2) or len(matrix1[0]) != len(matrix2[0]): - raise ValueError("Matrices must have the same dimensions") - - return [ - [matrix1[i][j] + matrix2[i][j] for j in range(len(matrix1[0]))] - for i in range(len(matrix1)) - ] - - -def matrix_multiply(matrix1, matrix2): - """ - Multiply two matrices. - - Args: - matrix1 (list): First matrix. - matrix2 (list): Second matrix. - - Returns: - list: Resulting matrix after multiplication. - - Raises: - ValueError: If number of columns in first matrix doesn't match - number of rows in second matrix. - """ - if len(matrix1[0]) != len(matrix2): - raise ValueError( - "Number of columns in first matrix must equal " - "number of rows in second matrix" - ) - - result = [[0] * len(matrix2[0]) for _ in range(len(matrix1))] - for i in range(len(matrix1)): - for k in range(len(matrix2)): - for j in range(len(matrix2[0])): - result[i][j] += matrix1[i][k] * matrix2[k][j] - return result - - -def matrix_transpose(matrix): - """ - Transpose a matrix (swap rows and columns). - - Args: - matrix (list): Input matrix. - - Returns: - list: Transposed matrix. - """ - return [list(row) for row in zip(*matrix)] - - -class Matrix: - """ - A class representing a mathematical matrix. - - Attributes: - data (list): Matrix data as list of lists. - """ - - def __init__(self, data): - """ - Initialize a matrix with given data. - - Args: - data (list): Matrix data as list of lists. - - Raises: - ValueError: If rows have inconsistent lengths. - """ - if not all(len(row) == len(data[0]) for row in data): - raise ValueError("All rows must have the same length") - self.data = data - self.rows = len(data) - self.cols = len(data[0]) - - def add(self, other): - """ - Add another matrix to this matrix. - - Args: - other (Matrix): Another matrix. - - Returns: - Matrix: Result of addition. - """ - return Matrix(matrix_add(self.data, other.data)) - - def multiply(self, other): - """ - Multiply with another matrix. - - Args: - other (Matrix): Another matrix. - - Returns: - Matrix: Result of multiplication. - """ - return Matrix(matrix_multiply(self.data, other.data)) - - def transpose(self): - """ - Transpose the matrix. - - Returns: - Matrix: Transposed matrix. - """ - return Matrix(matrix_transpose(self.data)) - - def __repr__(self): - return f"Matrix({self.data})" - - def __eq__(self, other): - if not isinstance(other, Matrix): - return False - return self.data == other.data diff --git a/project/Task1/vector_operations.py b/project/Task1/vector_operations.py deleted file mode 100644 index 4b7e451b..00000000 --- a/project/Task1/vector_operations.py +++ /dev/null @@ -1,120 +0,0 @@ -import math - - -def dot_product(vector1, vector2): - """ - Calculate the dot product of two vectors. - - Args: - vector1 (list): First vector as a list of numbers. - vector2 (list): Second vector as a list of numbers. - - Returns: - float: Dot product of the two vectors. - - Raises: - ValueError: If vectors have different lengths. - """ - if len(vector1) != len(vector2): - raise ValueError("Vectors must have the same length") - return sum(v1 * v2 for v1, v2 in zip(vector1, vector2)) - - -def vector_length(vector): - """ - Calculate the Euclidean length (magnitude) of a vector. - - Args: - vector (list): Vector as a list of numbers. - - Returns: - float: Length of the vector. - """ - return math.sqrt(sum(x * x for x in vector)) - - -def angle_between(vector1, vector2): - """ - Calculate the angle between two vectors in radians. - - Args: - vector1 (list): First vector. - vector2 (list): Second vector. - - Returns: - float: Angle between vectors in radians. - - Raises: - ValueError: If either vector is a zero vector. - """ - dot = dot_product(vector1, vector2) - len1 = vector_length(vector1) - len2 = vector_length(vector2) - - if len1 == 0 or len2 == 0: - raise ValueError("Vectors cannot be zero vectors") - - # Ensure cosine value is within valid range to avoid floating point errors - cos_angle = dot / (len1 * len2) - cos_angle = max(min(cos_angle, 1.0), -1.0) - - return math.acos(cos_angle) - - -class Vector: - """ - A class representing a mathematical vector. - - Attributes: - components (list): The components of the vector. - """ - - def __init__(self, components): - """ - Initialize a vector with given components. - - Args: - components (list): List of numerical components. - """ - self.components = list(components) - - def dot(self, other): - """ - Calculate dot product with another vector. - - Args: - other (Vector): Another vector. - - Returns: - float: Dot product. - """ - return dot_product(self.components, other.components) - - def length(self): - """ - Calculate the length of the vector. - - Returns: - float: Vector length. - """ - return vector_length(self.components) - - def angle_with(self, other): - """ - Calculate angle with another vector. - - Args: - other (Vector): Another vector. - - Returns: - float: Angle in radians. - """ - return angle_between(self.components, other.components) - - def __repr__(self): - return f"Vector({self.components})" - - def __eq__(self, other): - if not isinstance(other, Vector): - return False - return self.components == other.components diff --git a/project/Task2/__init__.py b/project/Task2/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/project/Task2/generator.py b/project/Task2/generator.py deleted file mode 100644 index ea0eb1b8..00000000 --- a/project/Task2/generator.py +++ /dev/null @@ -1,124 +0,0 @@ -from functools import reduce -from typing import Any, Callable, Iterable, Iterator, List - - -def data_generator(start: int = 0, end: int = 10) -> Iterator[int]: - """Generator that yields numbers from start to end-1.""" - for i in range(start, end): - yield i - - -def pipeline(source: Iterable, *operations: Callable) -> Iterable: - """ - Takes a data source and sequence of operations, - applies them sequentially, returning a lazy generator. - Operations are applied in the order they are provided. - """ - stream = source - for operation in operations: - stream = operation(stream) - return stream - - -def map_operation(func: Callable) -> Callable[[Iterable], Iterator]: - """Map operation - applies function to each element.""" - - def _inner(stream: Iterable) -> Iterator: - for item in stream: - yield func(item) - - return _inner - - -def filter_operation(predicate: Callable) -> Callable[[Iterable], Iterator]: - """Filter operation - filters elements based on condition.""" - - def _inner(stream: Iterable) -> Iterator: - for item in stream: - if predicate(item): - yield item - - return _inner - - -def zip_operation(*others: Iterable) -> Callable[[Iterable], Iterator]: - """Zip operation - combines with other iterables.""" - - def _inner(stream: Iterable) -> Iterator: - return zip(stream, *others) - - return _inner - - -def reduce_operation( - func: Callable, initializer: Any = None -) -> Callable[[Iterable], Any]: - """ - Reduce operation - reduces sequence to single value. - Terminal operation - should be used at the end of pipeline. - """ - - def _inner(stream: Iterable) -> Any: - if initializer is not None: - return reduce(func, stream, initializer) - return reduce(func, stream) - - return _inner - - -def take_operation(n: int) -> Callable[[Iterable], Iterator]: - """Takes first n elements from the stream.""" - - def _inner(stream: Iterable) -> Iterator: - for i, item in enumerate(stream): - if i < n: - yield item - else: - break - - return _inner - - -def skip_operation(n: int) -> Callable[[Iterable], Iterator]: - """Skips first n elements.""" - - def _inner(stream: Iterable) -> Iterator: - for i, item in enumerate(stream): - if i >= n: - yield item - - return _inner - - -def enumerate_operation(start: int = 0) -> Callable[[Iterable], Iterator]: - """Adds index to each element.""" - - def _inner(stream: Iterable) -> Iterator: - for i, item in enumerate(stream, start): - yield (i, item) - - return _inner - - -def custom_operation(func: Callable) -> Callable[[Iterable], Iterator]: - """Wrapper for custom stream processing functions.""" - - def _inner(stream: Iterable) -> Iterator: - yield from func(stream) - - return _inner - - -def collect(stream: Iterable, collection_type: type = list) -> Any: - """Collects lazy generator results into specified collection.""" - return collection_type(stream) - - -def collect_to_list(stream: Iterable) -> List: - """Collects results into list.""" - return list(stream) - - -def count(stream: Iterable) -> int: - """Counts number of elements in the stream.""" - return sum(1 for _ in stream) diff --git a/project/Task8/main.ipynb b/project/Task8/main.ipynb deleted file mode 100644 index 0b725382..00000000 --- a/project/Task8/main.ipynb +++ /dev/null @@ -1 +0,0 @@ -{"cells":[{"cell_type":"markdown","id":"e9a2d2b1-19f8-40ad-9769-1c640d25112d","metadata":{"id":"e9a2d2b1-19f8-40ad-9769-1c640d25112d"},"source":["# Задача 8. Сравнение методов классификации\n","\n","** **Дедлайн**: 28.11.2025, 23:59\n","* Полный балл: 15\n","\n","## Задача\n","\n","- [ ] Найти данные, на которых интересно будет решать задачу классификации (больше `1000` строк, больше `5` признаков).\n","- [ ] Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (**Data Cleaning**).\n","- [ ] Выполнить разведочный анализ (**EDA**), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи классификации.\n","- [ ] При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (**Feature Engineering**).\n","- [ ] Используя **подбор гиперпараметров**, **кросс-валидацию** и при необходимости **масштабирование данных**, добиться наилучшего качества предсказания для библиотечных реализаций (например, из **sklearn**) четырёх методов классификации.\n","- [ ] Сравнить все обученные модели, построить их **confusion matrices**. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных.\n","- [ ] (**Доп., +5 балла**) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации."]},{"cell_type":"markdown","source":["[Cсылка на колаб](https://colab.research.google.com/drive/1U70jqn5oNygKLk7ltVQykYPCTEqLt6CU?usp=drive_open#scrollTo=FY5wy1W-sTDn)"],"metadata":{"id":"9nXOX_bcsU8W"},"id":"9nXOX_bcsU8W"},{"cell_type":"code","source":["!pip install catboost"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"py3bqQZ0jOk4","executionInfo":{"status":"ok","timestamp":1764252474838,"user_tz":-180,"elapsed":5653,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"bc8abb21-bf66-40ce-b88f-e09c7739456b"},"id":"py3bqQZ0jOk4","execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Requirement already satisfied: catboost in /usr/local/lib/python3.12/dist-packages (1.2.8)\n","Requirement already satisfied: graphviz in /usr/local/lib/python3.12/dist-packages (from catboost) (0.21)\n","Requirement already satisfied: matplotlib in /usr/local/lib/python3.12/dist-packages (from catboost) (3.10.0)\n","Requirement already satisfied: numpy<3.0,>=1.16.0 in /usr/local/lib/python3.12/dist-packages (from catboost) (2.0.2)\n","Requirement already satisfied: pandas>=0.24 in /usr/local/lib/python3.12/dist-packages (from catboost) (2.2.2)\n","Requirement already satisfied: scipy in /usr/local/lib/python3.12/dist-packages (from catboost) (1.16.3)\n","Requirement already satisfied: plotly in /usr/local/lib/python3.12/dist-packages (from catboost) (5.24.1)\n","Requirement already satisfied: six in /usr/local/lib/python3.12/dist-packages (from catboost) (1.17.0)\n","Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2.9.0.post0)\n","Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2025.2)\n","Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2025.2)\n","Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (1.3.3)\n","Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (0.12.1)\n","Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (4.60.1)\n","Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (1.4.9)\n","Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (25.0)\n","Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (11.3.0)\n","Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (3.2.5)\n","Requirement already satisfied: tenacity>=6.2.0 in /usr/local/lib/python3.12/dist-packages (from plotly->catboost) (9.1.2)\n"]}]},{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"id":"rTjdyesSjrQQ","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1764252476560,"user_tz":-180,"elapsed":1720,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"fb92fe87-7b76-40f5-9abe-293d1794aff4"},"id":"rTjdyesSjrQQ","execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n"]}]},{"cell_type":"code","execution_count":null,"id":"08a1301b-2fad-4029-9302-3b7135b36281","metadata":{"id":"08a1301b-2fad-4029-9302-3b7135b36281"},"outputs":[],"source":["import pandas as pd\n","import numpy as np\n","import seaborn as sns\n","import matplotlib.pyplot as plt\n","from sklearn.model_selection import train_test_split\n","from sklearn.compose import ColumnTransformer\n","from sklearn.preprocessing import OneHotEncoder, StandardScaler\n","from catboost import CatBoostClassifier\n","from sklearn.pipeline import Pipeline\n","from sklearn.tree import DecisionTreeClassifier\n","from sklearn.ensemble import RandomForestClassifier,GradientBoostingClassifier\n","from sklearn.metrics import f1_score\n","from sklearn.model_selection import cross_val_score\n","from sklearn.metrics import confusion_matrix"]},{"cell_type":"markdown","source":["[Датасет на kaggle](https://www.kaggle.com/datasets/pranavkapratwar/fruit-classification)\n"],"metadata":{"id":"wVJ8nAi3fwDH"},"id":"wVJ8nAi3fwDH"},{"cell_type":"markdown","source":["**Цель**:\n","Многоклассовая классификация фруктов - предсказание названия фрукта на основе его физических и сенсорных характеристик.\\\n","**Данные**: \\\n","20 классов - различные виды фруктов\\\n","6 признаков для классификации:\\\n","size (cm) - размер в см (числовой формат)\\\n","shape - форма (категориальный формат)\\\n","weight (g) - вес в граммах (числовой формат)\\\n","avg_price (₹) - цена в рупиях (числовой формат)\\\n","color - цвет (категориальный формат)\\\n","taste - вкус (категориальный формат)"],"metadata":{"id":"dPUES__vrEgZ"},"id":"dPUES__vrEgZ"},{"cell_type":"markdown","id":"b1681227-3ca5-4e0e-ad0a-28c72e8859ce","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"b1681227-3ca5-4e0e-ad0a-28c72e8859ce"},"source":["## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)."]},{"cell_type":"code","execution_count":null,"id":"21998860-d203-4c48-8693-861ea4a964e7","metadata":{"id":"21998860-d203-4c48-8693-861ea4a964e7"},"outputs":[],"source":["df = pd.read_csv('/content/drive/MyDrive/Python/8 Task/fruit_classification_dataset.csv')"]},{"cell_type":"code","execution_count":null,"id":"3fa2ed90-d039-434d-8653-7ad4ecc32709","metadata":{"id":"3fa2ed90-d039-434d-8653-7ad4ecc32709","executionInfo":{"status":"ok","timestamp":1764252476718,"user_tz":-180,"elapsed":31,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":81},"outputId":"aec11902-b97b-4f90-c6d5-810f91923fd4"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) shape weight (g) avg_price (₹) color taste fruit_name\n","0 25.4 round 3089.2 137.1 green sweet watermelon"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)shapeweight (g)avg_price (₹)colortastefruit_name
025.4round3089.2137.1greensweetwatermelon
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[:1]\",\n \"rows\": 1,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 25.4,\n \"max\": 25.4,\n \"num_unique_values\": 1,\n \"samples\": [\n 25.4\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"shape\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"round\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 3089.2,\n \"max\": 3089.2,\n \"num_unique_values\": 1,\n \"samples\": [\n 3089.2\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 137.1,\n \"max\": 137.1,\n \"num_unique_values\": 1,\n \"samples\": [\n 137.1\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"color\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"green\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"taste\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"sweet\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"fruit_name\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"watermelon\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":44}],"source":["df[:1]"]},{"cell_type":"markdown","id":"a12a59b9-4609-4632-9e51-83e0fc967b12","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"a12a59b9-4609-4632-9e51-83e0fc967b12"},"source":["### Сначала категориальные переменные + графики"]},{"cell_type":"code","execution_count":null,"id":"1e4e9795-3892-42fe-9662-a85db2750379","metadata":{"id":"1e4e9795-3892-42fe-9662-a85db2750379","executionInfo":{"status":"ok","timestamp":1764252477190,"user_tz":-180,"elapsed":460,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":427},"outputId":"d04244fb-3536-4946-f8cf-e2cd5d6025c6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":45},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['shape'], bins=3, color='skyblue', kde=False)\n","\n","plt.title('Распределение значений столбца shape', fontsize=12)\n","plt.xlabel('Форма', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"]},{"cell_type":"code","execution_count":null,"id":"41e9b525-63d8-4f7b-afc2-edaed4c06917","metadata":{"id":"41e9b525-63d8-4f7b-afc2-edaed4c06917","executionInfo":{"status":"ok","timestamp":1764252477520,"user_tz":-180,"elapsed":355,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":458},"outputId":"3c5d731a-2129-4372-f351-a1e460cacd3c"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":46},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['color'], bins=20, color='skyblue', kde=False)\n","plt.xticks(rotation=45)\n","plt.title('Распределение значений столбца color', fontsize=12)\n","plt.xlabel('Цвет', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"]},{"cell_type":"code","execution_count":null,"id":"8d4a585e-12e7-4277-868c-9780d5e6997c","metadata":{"id":"8d4a585e-12e7-4277-868c-9780d5e6997c","executionInfo":{"status":"ok","timestamp":1764252477748,"user_tz":-180,"elapsed":227,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":452},"outputId":"bfe4d992-3cca-4081-eaba-31196d895193"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":47},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['taste'], bins=20, color='skyblue', kde=False)\n","plt.xticks(rotation=45)\n","plt.title('Распределение значений столбца taste', fontsize=12)\n","plt.xlabel('Вкус', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"]},{"cell_type":"markdown","id":"2aba1155-34b4-4692-9ecc-271f2dee63f3","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"2aba1155-34b4-4692-9ecc-271f2dee63f3"},"source":["### Теперь визуализация через таблицы"]},{"cell_type":"code","execution_count":null,"id":"f85793c1-af07-4d57-99d5-da8dfee904f0","metadata":{"id":"f85793c1-af07-4d57-99d5-da8dfee904f0","executionInfo":{"status":"ok","timestamp":1764252477790,"user_tz":-180,"elapsed":40,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":304},"outputId":"0c4f2be3-6bd5-46d4-a3d7-52ae7d5e98f6"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["size (cm) 0\n","shape 0\n","weight (g) 0\n","avg_price (₹) 0\n","color 0\n","taste 0\n","fruit_name 0\n","dtype: int64"],"text/html":["
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
0
size (cm)0
shape0
weight (g)0
avg_price (₹)0
color0
taste0
fruit_name0
\n","

"]},"metadata":{},"execution_count":48}],"source":["df.isna().sum() # нан-ов нет"]},{"cell_type":"code","execution_count":null,"id":"ec2669db-f6ac-4c49-a3a8-26d43cfb9703","metadata":{"id":"ec2669db-f6ac-4c49-a3a8-26d43cfb9703","executionInfo":{"status":"ok","timestamp":1764252477859,"user_tz":-180,"elapsed":67,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":300},"outputId":"8d5dc5b0-526f-45a2-f5ea-d392672ff0de"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) weight (g) avg_price (₹)\n","count 10000.000000 10000.000000 10000.000000\n","mean 8.430600 455.457720 77.016720\n","std 6.396915 731.643087 38.946916\n","min 0.900000 4.500000 9.000000\n","25% 3.700000 45.800000 45.575000\n","50% 7.200000 168.800000 75.400000\n","75% 10.100000 365.275000 100.700000\n","max 27.500000 3299.800000 165.000000"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)weight (g)avg_price (₹)
count10000.00000010000.00000010000.000000
mean8.430600455.45772077.016720
std6.396915731.64308738.946916
min0.9000004.5000009.000000
25%3.70000045.80000045.575000
50%7.200000168.80000075.400000
75%10.100000365.275000100.700000
max27.5000003299.800000165.000000
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","\n","
\n"," \n","\n","\n","\n"," \n","
\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 8,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3532.298971347978,\n \"min\": 0.9,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 8.4306,\n 7.2,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3451.7602389683166,\n \"min\": 4.5,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 455.45772,\n 168.8,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3510.00282492661,\n \"min\": 9.0,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 77.01671999999999,\n 75.4,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":49}],"source":["df[['size (cm)','weight (g)','avg_price (₹)']].describe()"]},{"cell_type":"markdown","id":"10b49f39-ae70-44d3-8bf1-460c8ee409ce","metadata":{"id":"10b49f39-ae70-44d3-8bf1-460c8ee409ce"},"source":["\"выбросы\" есть, но это полезные данные, так что с ними ничего не делаем."]},{"cell_type":"code","execution_count":null,"id":"ed6437b2-c1ea-46ad-831a-e9ccf9c82487","metadata":{"id":"ed6437b2-c1ea-46ad-831a-e9ccf9c82487","executionInfo":{"status":"ok","timestamp":1764252477925,"user_tz":-180,"elapsed":57,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":143},"outputId":"b9dc07ec-7f0b-4070-e426-5edd832cde12"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) weight (g) avg_price (₹)\n","size (cm) 1.000000 0.918319 0.602929\n","weight (g) 0.918319 1.000000 0.550370\n","avg_price (₹) 0.602929 0.550370 1.000000"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","\n","
\n"," \n","\n","\n","\n"," \n","
\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 3,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.2096855409773576,\n \"min\": 0.6029290426493232,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 1.0,\n 0.9183194288226529,\n 0.6029290426493232\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.23952247272727556,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.9183194288226529,\n 1.0,\n 0.550369721819443\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.24583029865953135,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.6029290426493232,\n 0.550369721819443,\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":50}],"source":["df[['size (cm)','weight (g)','avg_price (₹)']].corr()"]},{"cell_type":"markdown","source":["### Выводы по EDA"],"metadata":{"id":"zsSzx67AuMSI"},"id":"zsSzx67AuMSI"},{"cell_type":"code","source":["print(f\"Размер датасета: {df.shape}\")\n","print(f\"Количество фруктов: {df['fruit_name'].nunique()}\")\n","print(f\"Пропущенные значения: {df.isnull().sum().sum()}\")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"8HsrosH-uXC3","executionInfo":{"status":"ok","timestamp":1764253857372,"user_tz":-180,"elapsed":70,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"cefe7b34-27bc-487c-e19c-b7c72261c457"},"id":"8HsrosH-uXC3","execution_count":70,"outputs":[{"output_type":"stream","name":"stdout","text":["Размер датасета: (10000, 7)\n","Количество фруктов: 20\n","Пропущенные значения: 0\n"]}]},{"cell_type":"markdown","source":["Вывод: Данные чистые, без пропусков, содержат N записей с 6 признаками для 20 классов фруктов."],"metadata":{"id":"on_5TEFFulrt"},"id":"on_5TEFFulrt"},{"cell_type":"code","source":["plt.figure(figsize=(5,4))\n","sns.histplot(df['fruit_name'], bins=20, color='skyblue', kde=False)\n","plt.xticks(rotation=90)\n","plt.title('Распределение значений столбца fruit_name', fontsize=12)\n","plt.xlabel('Фрукт', fontsize=10)\n","plt.ylabel('Количество', fontsize=10)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":509},"id":"qeL24YgquzkT","executionInfo":{"status":"ok","timestamp":1764254008819,"user_tz":-180,"elapsed":845,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"2c19e84f-023f-4438-d9dc-e2c34474285b"},"id":"qeL24YgquzkT","execution_count":74,"outputs":[{"output_type":"execute_result","data":{"text/plain":["Text(0, 0.5, 'Количество')"]},"metadata":{},"execution_count":74},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"iVBORw0KGgoAAAANSUhEUgAAAdIAAAHaCAYAAAC0M8hbAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAhx5JREFUeJzt3XVYVOnbB/Dv0B2SFgiICoiFq2ArKMaqq+66NtiBqOBauybm2q1rYq67Yq3dYhe2ogIGFmIBAkre7x++nB/jEGeC0vtzXXPpnDnnmXuGmbnPeVJCRATGGGOMKUStqANgjDHGSjJOpIwxxpgSOJEyxhhjSuBEyhhjjCmBEyljjDGmBE6kjDHGmBI4kTLGGGNK4ETKGGOMKYETKWOMKSgpKQnPnj3Dhw8fijoUVoQ4kTLGVGrz5s148uSJcD84OBgvXrwouoBUbPv27fD09IShoSEMDAxgY2OD2bNnF1k8V65cQb169aCvrw+JRIIbN26opNwnT55AIpEgODhYJeV9y77rRBocHAyJRCLcdHR0UKlSJQwdOhSvX78u6vAYK5HOnDmD0aNH48mTJzh8+DD8/PygpvZt/NSMHTsWnTt3hqGhIVavXo2jR4/i2LFjGDJkSJHEk5aWhl9++QXv37/HggULsGnTJtja2hbY8x04cACTJ08usPJLLPqOrV+/ngBQUFAQbdq0iVavXk0+Pj6kpqZGdnZ2lJSUVNQhMlbihIeHk5WVFQEgABQYGFjUIanEqVOnCADNnDmzqEMRhIeHEwBavXq1ysvOzMykT58+UXp6urDNz8+PvvO0kSONokzixUWrVq1Qu3ZtAEC/fv1gZmaG+fPnY8+ePejatWsRR8dYyVKlShVERUXhzp07MDc3h4ODQ1GHpBJz585FvXr1MHbs2KIORRAbGwsAMDExyXffpKQk6Ovriy47q5aO5e/bqG9RsWbNmgEAHj9+DAB4//49fvvtN7i6usLAwABGRkZo1aoVbt68KXPs58+fMXnyZFSqVAk6OjooXbo0OnbsiKioKAD/a3fI7dakSROhrFOnTkEikeCff/7B77//Dmtra+jr66Ndu3Z49uyZzHNfunQJLVu2hLGxMfT09NC4cWOcO3cux9fYpEmTHJ8/p2qbzZs3w83NDbq6uihVqhS6dOmS4/Pn9dqyy8zMxMKFC+Hi4gIdHR1YWVlh4MCBMh02KlSogB9//FHmeYYOHSpTZk6xz5kzR+Y9BYCUlBRMmjQJFStWhLa2NsqXL4/Ro0cjJSUlx/cqu0GDBsHR0RF6enooVaoUmjVrhjNnzigc9/r169GsWTNYWlpCW1sbzs7OWLFihdQ+ubVVTZ48WaY8QNzfq0mTJqhatarMsXPnzoVEIpFq46xQoQJ8fX2l9tu+fTskEgkqVKiQY5z6+vqoW7cuHBwc4OfnB4lEIlNGTjIzM7Fo0SK4urpCR0cHFhYWaNmyJa5evQoAeX53vv5bx8bGom/fvrCysoKOjg6qV6+ODRs25Pi8We/l17fsMV+8eBFVq1ZFly5dUKpUKejq6uKHH37A7t27pcrK+t6GhITIPI+BgYHM+7Bnzx60adMGZcqUgba2NhwcHDB16lRkZGTk+V75+vqicePGAIBffvlF6vX7+vrCwMAAUVFRaN26NQwNDdG9e3cAOf89gS+fiezv39efO19fXyxbtgwAcv1u5yXrM3fv3j00bdoUenp6KFu2rEz7cmpqKiZOnAg3NzcYGxtDX18fDRs2xMmTJ6X2y4pv7ty5WLZsGezt7aGnp4cWLVrg2bNnICJMnToV5cqVg66uLtq3b4/379/LxHXw4EE0bNgQ+vr6MDQ0RJs2bXD37l3RrwsA+Io0B1lJz8zMDADw6NEj7N69G7/88gvs7Ozw+vVr/PXXX2jcuDHu3buHMmXKAAAyMjLw448/4vjx4+jSpQuGDx+Ojx8/4ujRo7hz547UmXnXrl3RunVrqecdN25cjvFMnz4dEokEY8aMQWxsLBYuXAgvLy/cuHEDurq6AIATJ06gVatWcHNzw6RJk6Cmpib8SJ85cwZ16tSRKbdcuXKYOXMmACAxMRGDBw/O8bknTJiAzp07o1+/fnjz5g2WLFmCRo0a4fr16zmeCQ8YMAANGzYEAOzcuRO7du2SenzgwIEIDg5G7969MWzYMDx+/BhLly7F9evXce7cOWhqaub4PsgjLi5OeG3ZZWZmol27djh79iwGDBgAJycn3L59GwsWLMDDhw9lfhS/lpqaih49eqBcuXJ4//49/vrrL7Rs2RLh4eGwsbGRO84VK1bAxcUF7dq1g4aGBvbu3YshQ4YgMzMTfn5+cpenyN9LXunp6fjjjz9E7RsZGYnVq1eLLrtv374IDg5Gq1at0K9fP6Snp+PMmTO4ePEiateujU2bNgn7njlzBqtWrcKCBQtgbm4OALCysgIAfPr0CU2aNEFkZCSGDh0KOzs7bN++Hb6+voiLi8Pw4cNzfP7s5QcEBEg99u7dO6xatQoGBgYYNmwYLCwssHnzZnTs2BFbtmxRuPYqODgYBgYGCAwMhIGBAU6cOIGJEyciISEBc+bMyfW4gQMHomzZspgxYwaGDRuGH374QXj9wJe/k7e3Nxo0aIC5c+dCT09PofiyP9/Lly9x9OhRqfdJHh8+fEDLli3RsWNHdO7cGSEhIRgzZgxcXV3RqlUrAEBCQgLWrFmDrl27on///vj48SPWrl0Lb29vXL58GTVq1JAqc8uWLUhNTYW/vz/ev3+P2bNno3PnzmjWrBlOnTqFMWPGIDIyEkuWLMFvv/2GdevWCcdu2rQJPj4+8Pb2xp9//onk5GSsWLECDRo0wPXr16VOFPNU1HXLRSmrjfTYsWP05s0bevbsGW3bto3MzMxIV1eXnj9/TkREnz9/poyMDKljHz9+TNra2hQUFCRsW7duHQGg+fPnyzxXZmamcBwAmjNnjsw+Li4u1LhxY+H+yZMnCQCVLVuWEhIShO3//vsvAaBFixYJZTs6OpK3t7fwPEREycnJZGdnR82bN5d5rnr16lHVqlWF+2/evCEANGnSJGHbkydPSF1dnaZPny517O3bt0lDQ0Nme0REBAGgDRs2CNsmTZok1aZy5swZAkBbtmyROvbQoUMy221tbalNmzYysefUTvN17KNHjyZLS0tyc3OTek83bdpEampqdObMGanjV65cSQDo3LlzMs+Xl8uXLxMACgkJUSju5ORkmf28vb3J3t5euP/06VMCQOvWrZPa7+v3Vp6/V+PGjcnFxUXmuefMmUMA6PHjx1Kvx8fHR7i/fPly0tbWpqZNm5Ktra2wPeuzvX79emFb586dqWrVqlS+fHmpMnJy4sQJAkDDhg2TeSz75zpL1vc3e6xZFi5cSABo8+bNwrbU1FTy8PAgAwMDqe8TEdEff/xBEolEatvXrxv/3+Z76tQpYVtycjI5OTmRtbU1paamEtH/vrfbt2+XiUtfX1/mfcjpMzBw4EDS09Ojz58/yzyWXW7P5ePjQwBo7NixMsd8/bqyNG7cWOq7ktPfU5k20saNGxMA2rhxo7AtJSWFrK2tqVOnTsK29PR0SklJkTr2w4cPZGVlRX369JGJz8LCguLi4oTt48aNIwBUvXp1SktLE7Z37dqVtLS0hPf048ePZGJiQv3795d6rpiYGDI2NpbZnheu2gXg5eUFCwsLlC9fHl26dIGBgQF27dqFsmXLAgC0tbWFXocZGRl49+4dDAwMULlyZVy7dk0oZ8eOHTA3N4e/v7/Mc8hTBfK1Xr16wdDQULj/888/o3Tp0jhw4AAA4MaNG4iIiEC3bt3w7t07vH37Fm/fvkVSUhI8PT1x+vRpZGZmSpX5+fPnfNs/du7ciczMTHTu3Fko8+3bt7C2toajo6NMVUtqaiqAL+9XbrZv3w5jY2M0b95cqkw3NzcYGBjIlJmWlia139u3b/H58+c8437x4gWWLFmCCRMmwMDAQOb5nZycUKVKFakys6rzv37+nHz+/Blv375FeHg4Fi1aBF1dXaGNXd64s2oUACA+Ph5v375F48aN8ejRI8THxwMALCwsAADPnz/PMy55/14ZGRkyMSYnJ+f5HMnJyQgKCsLQoUPzvQIPCwvD9u3bMXPmTFG9dnfs2AGJRIJJkybJPCbv9+fAgQOwtraWukrU1NTEsGHDkJiYiNDQUKn9U1NT8/zcZvnhhx+E6lTgy99vyJAhiImJkfotkEf2z8DHjx/x9u1bNGzYEMnJybh//75CZWbJqZapKBkYGKBHjx7CfS0tLdSpUwePHj0Stqmrq0NLSwvAlxqk9+/fIz09HbVr187xPf7ll19gbGws3K9bty4AoEePHtDQ0JDanpqaKgzFOnr0KOLi4tC1a1ep74C6ujrq1q0r6rcgC1ftAli2bBkqVaoEDQ0NWFlZoXLlylJf/Kx2m+XLl+Px48dSbRdZ1b/AlyrhypUrS/3xVMHR0VHqvkQiQcWKFYV2rIiICACAj49PrmXEx8fD1NRUuP/27VuZcr8WEREBIsp1v6+rYOPi4gBAJnl9XWZ8fDwsLS1zfDyr80SWI0eOCIlErEmTJqFMmTIYOHCgTDtVREQEwsPDcy3z6+fPSXBwsPADZW1tjaNHj8oMORAb97lz5zBp0iRcuHBBJonFx8fD2NgYurq6qFmzJlatWgUvLy/h7/H1/vL+ve7fvy/3ezt//nx8/vwZv//+OwIDA/Pcd+zYsWjYsCF+/PFHDB06NN+yo6KiUKZMGZQqVUqumHLy9OlTODo6yiRwJycn4fHs4uLi8vzcZqlSpYrMtqwynzx5IvyIy+Pu3bsYP348Tpw4gYSEBKnHsk6mFKGhoYFy5copfHxBKFeunMxJkampKW7duiW1bcOGDZg3bx7u37+PtLQ0YbudnZ1MmV+f0GUl1fLly+e4PasvRtbvZtZJ9NeMjIzyfT1ZOJECqFOnjswVRXYzZszAhAkT0KdPH0ydOhWlSpWCmpoaRowYIXOlVxSyYpgzZ45M+0GW7D8SqampePXqFZo3b55vuRKJBAcPHoS6unqeZQJATEwMgC/JJa8yLS0tsWXLlhwf//qHvW7dupg2bZrUtqVLl2LPnj05Hh8eHo7g4GBs3rw5x7bWzMxMuLq6Yv78+Tke//WXLydt27ZFxYoVERsbi5UrV+LXX3/F2bNnpdpTxMQdFRUFT09PVKlSBfPnz0f58uWhpaWFAwcOYMGCBVKfrZUrV6J9+/aoV69ernHJ+/eqUKGCTPvl9u3bsWrVqhzLf/v2LebMmYNx48blm+yOHDmCY8eO4cKFC3nuV1zExMTk+bkFpK8cVSUuLg6NGzeGkZERgoKC4ODgAB0dHVy7dg1jxoxR6vcle01adrld3WdkZOT4uVGl3MonIuH/mzdvhq+vL3766SeMGjUKlpaWUFdXx8yZM4X+K2LKzO+5st7bTZs25fi3l+eCiBOpCCEhIWjatCnWrl0rtT0uLk7o5AAADg4OuHTpEtLS0lTSYSZL1plTFiJCZGQkqlWrJjwv8OUMysvLK9/ybt68ibS0tDxPHrLKJSLY2dmhUqVK+ZZ77949SCQSVK5cOc8yjx07hvr164v6YTI3N5d5TXl1CBo3bhxq1KiBX3/9Ndfnv3nzJjw9PRWubi9btqxQ7d+xY0eYm5tjxYoV+PPPP+WKe+/evUhJScF///0ndVadU5VSVvXXrVu38PHjRwDAxo0bpTp9yPv30tfXl4kxr1lxpk2bBkNDw1w76mQhIowdOxYdOnSAu7t7vnFkcXBwwOHDh/H+/Xulr0ptbW1x69YtZGZmSiWTrKrSr2sQ7t27h1q1auVZpp2dHR48eCCzPatM0R1Tsjl16hTevXuHnTt3olGjRsL2rBEDBcHU1FSoPcru6dOnsLe3z/NYZZqoxAoJCYG9vT127twp9Xw5VfkrI+t309LSUtTvZl64jVQEdXV1qTMm4MuZ+9fTnnXq1Alv377F0qVLZcr4+nh5bNy4UfjxBL580F69eiX0cnNzc4ODgwPmzp2LxMREmePfvHkjE7u6unqOQzSy69ixI9TV1TFlyhSZ+IkI7969E+6np6djx44dqFOnTp5VZJ07d0ZGRgamTp0q81h6enqOX3CxLly4gD179mDWrFm5fuE7d+6MFy9e5NiT9NOnT0hKSpLrOePj45Gamipq6MzXss6Ys7+38fHxWL9+fY776+rqom7duvDy8oKXl5fMj548fy95PXnyBCtWrMDkyZPzPQHatm0bbt26lWOv6bx06tQJRIQpU6bIPCbv96d169aIiYnBP//8I2xLT0/HkiVLYGBgINXOefXqVURFReVaxZe9zMuXL+P8+fPCts+fP2PFihWwtraGm5ubXDECOX8GUlNTsXz5crnLEsvBwQEXL14U+jQAwL59+3Ic0va1rHGoynxP85PTe3Lp0iWV1254e3vDyMgIM2bMkKo+zvL172Ze+IpUhB9//BFBQUHo3bs36tWrh9u3b2PLli0yP2S9evXCxo0bERgYiMuXL6Nhw4ZISkoSphBr3769Qs9fqlQpNGjQAL1798br16+xcOFCVKxYEf379wcAqKmpYc2aNWjVqhVcXFzQu3dvlC1bFi9evMDJkydhZGSEvXv3IikpCcuWLcPixYtRqVIlnDp1SniOrAR869YtXLhwAR4eHnBwcMC0adMwbtw4PHnyBD/99BMMDQ3x+PFj7Nq1CwMGDMBvv/2GY8eOYcKECbh16xb27t2b52tp3LgxBg4ciJkzZ+LGjRto0aIFNDU1ERERge3bt2PRokX4+eefFXqfjhw5gubNm+d5dtmzZ0/8+++/GDRoEE6ePIn69esjIyMD9+/fx7///ovDhw/neqV++/ZtjBw5Uhj3+fLlS6xbtw6ZmZkKDX1o0aIFtLS00LZtWwwcOBCJiYlYvXo1LC0t8erVK7nLE/v3UkRoaCicnJzQu3fvfPc9cuQI+vfvn2fNRE6aNm2Knj17YvHixYiIiEDLli2RmZmJM2fOoGnTpqLaWbMMGDAAf/31F3x9fREWFoYKFSogJCQE586dw8KFC4XOe0FBQVi0aBHs7e3Rq1evPMscPXo0tmzZglatWmHYsGEwNzfH5s2bce/ePWzZskWmKvDGjRsyJ5UZGRl48eIFQkND0bhxY9SrVw+mpqbw8fHBsGHDIJFIsGnTJqVOvPPTr18/hISEoGXLlujcuTOioqKwefNmURNnZJ0sDBs2DN7e3lBXV0eXLl1UGt+PP/6InTt3okOHDmjTpg0eP36MlStXwtnZOccLBUUZGRlhxYoV6NmzJ2rVqoUuXbrAwsIC0dHR2L9/P+rXr5/jRVGORPfv/QZldZ+/cuVKnvt9/vyZRo4cSaVLlyZdXV2qX78+XbhwQaa7ONGXrux//PEH2dnZkaamJllbW9PPP/9MUVFRRKTY8Je///6bxo0bR5aWlqSrq0tt2rShp0+fyhx//fp16tixI5mZmZG2tjbZ2tpS586d6fjx41LPnd/t667xO3bsoAYNGpC+vj7p6+tTlSpVyM/Pjx48eEBERP7+/tSoUSM6dOiQTExfD9HIsmrVKnJzcyNdXV0yNDQkV1dXGj16NL18+VLYR97hLxKJhMLCwqS25/Q3Sk1NpT///JNcXFxIW1ubTE1Nyc3NjaZMmULx8fEyz5fl5cuX1K5dO7KysiJNTU0qXbo0/fjjj3T27Fmp/eSJ+7///qNq1aqRjo4OVahQgf78809hGFVOwzqyy+29ze/vlfW+yDP8BQDt2rVLal8fH58ch7/o6urSixcvpPbNbcjF19LT02nOnDlUpUoV0tLSIgsLC2rVqpXM35Uo7+EvRESvX7+m3r17k7m5OWlpaZGrq6vUUA4ionLlylGfPn2kPnd5xRwVFUU///wzGRsbk46ODv3www+0e/duqX2yvrd53bK/b+fOnSN3d3fS1dWlMmXK0OjRo+nw4cMEgE6ePJnn+5XX8Bd9ff1cj5s3bx6VLVuWtLW1qX79+nT16lVRw1/S09PJ39+fLCwsSCKRyDUUJrfP3Nefo8zMTJoxYwbZ2tqStrY21axZk/bt25fr5+3r39Lc3pPcfu9PnjxJ3t7ewt/UwcGBfH196erVq6Jfm4SoAE99mFJOnTqFpk2bYvv27QpfpWX35MkT2NnZ4fHjx7m250yePBlPnjzhFR8YKyDBwcHC94x9G7iNlDHGGFMCt5F+RwwMDNC9e/c8OwNVq1ZNmPKQMaZ6ZcuWlersVNK9f/9equPS19TV1eUer1zScNVuMabqql3GGFO1Jk2ayMwUlZ2tre03X43NiZQxxpjCwsLCZFZuyk5XVxf169cvxIgKHydSxhhjTAnc2YgxxhhTAnc2wpc5F1++fAlDQ8NCmQKLMcZY8UNE+PjxI8qUKSNqxaIsnEgBvHz5UtRk5Ywxxr59z549k2vlHE6kgDBd2LNnz+RaOocxxti3IyEhAeXLl5da/1kMTqT434oGRkZGnEgZY+w7J28TH3c2YowxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwJPEcgKRXR0NN6+fatUGebm5rCxsVFRROx7oIrPHcCfPZY3TqSswEVHR6OKkxM+JScrVY6unh7uh4fzD9p3Qtkk+OrVK/z8yy/4/OmT0rHwZ4/lhRMpK3Bv377Fp+RkDJm7CmUcKilUxsuoh1j+2wC8ffuWf8y+A6o6+QKA/jOXwbaKi8LH82eP5YcTKSs0ZRwqwc6lRlGHwUoAVZx83Qw9iu0Lp8OivB1/7liB4kTKGCu2lDn5ehn1ULXBMJYL7rXLGGOMKYETKWOMMaYETqSMMcaYEjiRMsYYY0rgRMoYY4wpgXvtFkM8CxBjjJUcnEiLGZ4FiDHGShZOpMUMzwLEGGMlCyfSYopnAWKMsZKBE+k3LDw8XOkyuK2VMcbyxon0GxT35jUkEgl69OihdFnc1soYY3kr0kQ6efJkTJkyRWpb5cqVcf/+fQDA58+fMXLkSGzbtg0pKSnw9vbG8uXLYWVlJewfHR2NwYMH4+TJkzAwMICPjw9mzpwJDY3v9xwhOSEeRITeUxfDoWo1hcvhtlbGWF54vdcvijzbuLi44NixY8L97AkwICAA+/fvx/bt22FsbIyhQ4eiY8eOOHfuHAAgIyMDbdq0gbW1Nc6fP49Xr16hV69e0NTUxIwZMwr9tRQ3pe0qcjtrMcc/RKykUuVSdyW95qvIE6mGhgasra1ltsfHx2Pt2rXYunUrmjVrBgBYv349nJyccPHiRbi7u+PIkSO4d+8ejh07BisrK9SoUQNTp07FmDFjMHnyZGhpaRX2y/kmKdvWqoq22m+RKn+ItHV0sCMkBKVLl1a4DE7GeVP2c/ytvb+qGGEAfBs1X0WeSCMiIlCmTBno6OjAw8MDM2fOhI2NDcLCwpCWlgYvLy9h3ypVqsDGxgYXLlyAu7s7Lly4AFdXV6mqXm9vbwwePBh3795FzZo1c3zOlJQUpKSkCPcTEhIK7gWWYKpsawWA1JRUpcv4ljpQqeqH6MHVC9g843f8+OOPSsWjqqsCVVxlF6eTL1V9D0r6VVdueIRBESfSunXrIjg4GJUrV8arV68wZcoUNGzYEHfu3EFMTAy0tLRgYmIidYyVlRViYmIAADExMVJJNOvxrMdyM3PmTJm2WVX41n5AVNXWmrXAcnp6usJlfMsdqJT9IXoZ9VDpv5OqrgpUeZUNqObkS1mq+B58C1ddLHdFmkhbtWol/L9atWqoW7cubG1t8e+//0JXV7fAnnfcuHEIDAwU7ickJKB8+fJKlfkt/oBkUbatVRULLHMHqvwVhzZxVV1lq+LkS9WKw/urSsqe+Benk/6iVuRVu9mZmJigUqVKiIyMRPPmzZGamoq4uDipq9LXr18LbarW1ta4fPmyVBmvX78WHsuNtrY2tLW1VRr7t/wDUpx8az9m3ypVXGWzgqPKE//idNJfVIpVIk1MTERUVBR69uwJNzc3aGpq4vjx4+jUqRMA4MGDB4iOjoaHhwcAwMPDA9OnT0dsbCwsLS0BAEePHoWRkRGcnZ2L5DXwDwhjLDfFpY1fFSf+fNL/P0WaSH/77Te0bdsWtra2ePnyJSZNmgR1dXV07doVxsbG6Nu3LwIDA1GqVCkYGRnB398fHh4ecHd3BwC0aNECzs7O6NmzJ2bPno2YmBiMHz8efn5+Kr/iZIwxRRXXNn5lTvz5pP9/ijSRPn/+HF27dsW7d+9gYWGBBg0a4OLFi7CwsAAALFiwAGpqaujUqZPUhAxZ1NXVsW/fPgwePBgeHh7Q19eHj48PgoKCiuolsRKiuFwZsO8Dt/F/24o0kW7bti3Px3V0dLBs2TIsW7Ys131sbW1x4MABVYfGvlHF9cqAfR9U1cbPY7uLl2LVRspYQeMrA1aSFcex3YwTKftOce9fVhIVp7Hd7H84kTKmBGWqyLh6jSmqOIztZv/DiZQxBaiyiq04Va9x2xtj8uNEypgCVFHFVpyq17jtjTHFcSJlTAnKVLEVp+o1bntjTHGcSBljAm57Y0x+akUdAGOMMVaScSJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwInUsYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYU4JGUQfAGGOMhYeHK12Gubk5bGxsVBCNfDiRMsYYKzJxb15DIpGgR48eSpelq6eH++HhhZ5MOZEyxhgrMskJ8SAi9J66GA5Vqylczsuoh1j+2wC8ffuWEyljjLHvT2m7irBzqVHUYSiEOxsxxhhjSuBEyhhjjCmBEyljjDGmBE6kjDHGmBI4kTLGGGNK4ETKGGOMKYETKWOMMaYETqSMMcaYEjiRMsYYY0rgRMoYY4wpgRMpY4wxpgROpIwxxpgSOJEyxhhjSuBEyhhjjCmh2CTSWbNmQSKRYMSIEcK2z58/w8/PD2ZmZjAwMECnTp3w+vVrqeOio6PRpk0b6OnpwdLSEqNGjUJ6enohR88YY+x7VSwS6ZUrV/DXX3+hWjXpRV0DAgKwd+9ebN++HaGhoXj58iU6duwoPJ6RkYE2bdogNTUV58+fx4YNGxAcHIyJEycW9ktgjDH2nSryRJqYmIju3btj9erVMDU1FbbHx8dj7dq1mD9/Ppo1awY3NzesX78e58+fx8WLFwEAR44cwb1797B582bUqFEDrVq1wtSpU7Fs2TKkpqYW1UtijDH2HSnyROrn54c2bdrAy8tLantYWBjS0tKktlepUgU2Nja4cOECAODChQtwdXWFlZWVsI+3tzcSEhJw9+7dXJ8zJSUFCQkJUjfGGGNMERpF+eTbtm3DtWvXcOXKFZnHYmJioKWlBRMTE6ntVlZWiImJEfbJnkSzHs96LDczZ87ElClTlIyeMcYYK8Ir0mfPnmH48OHYsmULdHR0CvW5x40bh/j4eOH27NmzQn1+xhhj344iS6RhYWGIjY1FrVq1oKGhAQ0NDYSGhmLx4sXQ0NCAlZUVUlNTERcXJ3Xc69evYW1tDQCwtraW6cWbdT9rn5xoa2vDyMhI6sYYY4wposgSqaenJ27fvo0bN24It9q1a6N79+7C/zU1NXH8+HHhmAcPHiA6OhoeHh4AAA8PD9y+fRuxsbHCPkePHoWRkRGcnZ0L/TUxxhj7/hRZG6mhoSGqVq0qtU1fXx9mZmbC9r59+yIwMBClSpWCkZER/P394eHhAXd3dwBAixYt4OzsjJ49e2L27NmIiYnB+PHj4efnB21t7UJ/TYwxxr4/RdrZKD8LFiyAmpoaOnXqhJSUFHh7e2P58uXC4+rq6ti3bx8GDx4MDw8P6Ovrw8fHB0FBQUUYNWOMse9JsUqkp06dkrqvo6ODZcuWYdmyZbkeY2triwMHDhRwZIwxxljOinwcKWOMMVaScSJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwInUsYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwInUsYYY0wJGooemJGRgd27dyM8PBwA4OLignbt2kFdXV1lwTHGGGPFnUKJNDIyEm3atMHz589RuXJlAMDMmTNRvnx57N+/Hw4ODioNkjHGGCuuFKraHTZsGOzt7fHs2TNcu3YN165dQ3R0NOzs7DBs2DBVx8gYY4wVWwpdkYaGhuLixYsoVaqUsM3MzAyzZs1C/fr1VRYcY4wxVtwpdEWqra2Njx8/ymxPTEyElpaW0kExxhhjJYVCifTHH3/EgAEDcOnSJRARiAgXL17EoEGD0K5dO1XHyBhjjBVbCiXSxYsXw8HBAR4eHtDR0YGOjg7q16+PihUrYtGiRaqOkTHGGCu2FGojNTExwZ49exAREYH79+8DAJycnFCxYkWVBscYY4wVdwqPIwUAR0dHODo6AvgyrpQxxhj73ihUtfv48WN07doVgwcPxocPH9CuXTtoa2ujcuXKuHXrlqpjZIwxxoothRLpwIEDER4ejjt37qBZs2ZITU3Fnj174OzsjBEjRqg4RMYYY6z4Uqhq99KlSzhz5gxsbW1RqlQpXLlyBbVq1ULFihVRt25dVcfIGGOMFVsKXZF+/PgRpUuXhrGxMfT09GBiYgLgSyeknMaXMsYYY98qhTsbHTp0CMbGxsjMzMTx48dx584dxMXFqTA0xhhjrPhTOJH6+PgI/x84cKDwf4lEolxEjDHGWAmiUCLNzMxUdRyMMcZYiaRQG+nGjRuRkpKi6lgYY4yxEkehRNq7d2/Ex8erOhbGGGOsxFEokRKRquNgjDHGSiSFOxv9+++/MDIyyvGxXr16KRwQY4wxVpIonEhnz54NdXV1me0SiYQTKWOMse+Gwon06tWrsLS0VGUsjDHGWImjUBspY4wxxr5QKJHa2trmWK3LGGOMfW8UXkbNzMxM6SdfsWIFqlWrBiMjIxgZGcHDwwMHDx4UHv/8+TP8/PxgZmYGAwMDdOrUCa9fv5YqIzo6Gm3atIGenh4sLS0xatQopKenKx0bY4wxJoZCiXTYsGFYvHixzPalS5fKtYxauXLlMGvWLISFheHq1ato1qwZ2rdvj7t37wIAAgICsHfvXmzfvh2hoaF4+fIlOnbsKByfkZGBNm3aIDU1FefPn8eGDRsQHByMiRMnKvKyGGOMMbkplEh37NiB+vXry2yvV68eQkJCRJfTtm1btG7dGo6OjqhUqRKmT58OAwMDXLx4EfHx8Vi7di3mz5+PZs2awc3NDevXr8f58+dx8eJFAMCRI0dw7949bN68GTVq1ECrVq0wdepULFu2DKmpqYq8NMYYY0wuCiXSd+/ewdjYWGa7kZER3r59q1AgGRkZ2LZtG5KSkuDh4YGwsDCkpaXBy8tL2KdKlSqwsbHBhQsXAAAXLlyAq6srrKyshH28vb2RkJAgXNXmJCUlBQkJCVI3xhhjTBEKJdKKFSvi0KFDMtsPHjwIe3t7ucq6ffs2DAwMoK2tjUGDBmHXrl1wdnZGTEwMtLS0hLVOs1hZWSEmJgYAEBMTI5VEsx7Peiw3M2fOhLGxsXArX768XDEzxhhjWRQaRxoYGIihQ4fizZs3aNasGQDg+PHjmDdvHhYuXChXWZUrV8aNGzcQHx+PkJAQ+Pj4IDQ0VJGwRBs3bhwCAwOF+wkJCZxMGWOMKUShRNqnTx+kpKRg+vTpmDp1KgCgQoUKWLFihdyzGmlpaaFixYoAADc3N1y5cgWLFi3Cr7/+itTUVMTFxUldlb5+/RrW1tYAAGtra1y+fFmqvKxevVn75ERbWxva2tpyxckYY4zlROEJGQYPHoznz5/j9evXSEhIwKNHj1QyNWBmZiZSUlLg5uYGTU1NHD9+XHjswYMHiI6OhoeHBwDAw8MDt2/fRmxsrLDP0aNHYWRkBGdnZ6VjYYwxxvKj8BSB6enpOHXqFKKiotCtWzcAwMuXL2FkZAQDAwNRZYwbNw6tWrWCjY0NPn78iK1bt+LUqVM4fPgwjI2N0bdvXwQGBqJUqVIwMjKCv78/PDw84O7uDgBo0aIFnJ2d0bNnT8yePRsxMTEYP348/Pz8+IqTMcZYoVAokT59+hQtW7ZEdHQ0UlJS0Lx5cxgaGuLPP/9ESkoKVq5cKaqc2NhY9OrVC69evYKxsTGqVauGw4cPo3nz5gCABQsWQE1NDZ06dUJKSgq8vb2xfPly4Xh1dXXs27cPgwcPhoeHB/T19eHj44OgoCBFXhZjjDEmN4US6fDhw1G7dm3cvHlTaoajDh06oH///qLLWbt2bZ6P6+joYNmyZVi2bFmu+9ja2uLAgQOin5MxxhhTJYUS6ZkzZ3D+/HloaWlJba9QoQJevHihksAYY4yxkkChzkaZmZnIyMiQ2f78+XMYGhoqHRRjjDFWUiiUSFu0aCE1XlQikSAxMRGTJk1C69atVRUbY4wxVuwpVLU7b948eHt7w9nZGZ8/f0a3bt0QEREBc3Nz/P3336qOkTHGGCu2FEqk5cqVw82bN7Ft2zbcunULiYmJ6Nu3L7p37w5dXV1Vx8gYY4wVWwqPI9XQ0ECPHj1UGQtjjDFW4iiUSP/77788H2/Xrp1CwTDGGGMljUKJ9KeffpK6L5FIQETC/3Pq0csYY4x9ixQe/pL9pqenh8jIyFyHxTDGGGPfKoUnrc9OIpGoohjGGGOsxFE6kT558gRJSUk8EQNjjLHvkkJtpB07dgQAfPr0CRcvXoSnpycsLCxUGhhjjDFWEiiUSI2NjQF8WTy7bdu26NOnj0qDYowxxkoKhRLp+vXrVR0HY4wxViIplEgTEhLyfNzIyEihYBhjjLGSRqFEamJikmNPXSLicaSMMca+KwolUnt7e8TGxmLs2LGoX7++qmNijDHGSgyFEml4eDiWLFmC6dOn4/r165g9ezbs7OxUHRtjjDFW7Ck0jlRTUxOBgYGIiIhA2bJlUa1aNYwcORJxcXEqDo8xxhgr3pSakKFUqVJYuHAhrl+/jidPnqBixYpSC34zxhhj3zqFqnZr1qwp09mIiJCSkoKRI0dixIgRqoiNMcYYK/ZUsvoLY4wx9r1SKJFOmjRJ1XEwxhhjJRJPyMAYY4wpgSdkYIwxxpSgUCIFgJCQEJQqVUqVsTDGGGMljsKJtH79+rC0tFRlLIwxxliJo3AivXfvHt69ewd9fX1YW1tDS0tLlXExxhhjJYLCEzJ4enrCxcUFdnZ20NfXh6urKxYsWKDK2BhjjLFiT6Er0sePH4OIkJaWhoSEBLx8+RKXL1/GhAkTkJ6ejlGjRqk6TsYYY6xYUiiR2traSt13c3ND27ZtUalSJQQFBXEiZYwx9t1QuI00J126dIGLi4sqi2SMMcaKNaUSaVhYGMLDwwEAzs7OqFWrFmrVqqWSwBhjjLGSQKFEGhsbiy5duuDUqVMwMTEBAMTFxaFp06bYtm0bLCwsVBkjY4wxVmwp1GvX398fHz9+xN27d/H+/Xu8f/8ed+7cQUJCAoYNG6bqGBljjLFiS6Er0kOHDuHYsWNwcnIStjk7O2PZsmVo0aKFyoJjjDHGijuFrkgzMzOhqakps11TUxOZmZlKB8UYY4yVFAol0mbNmmH48OF4+fKlsO3FixcICAiAp6enyoJjjDHGijuFEunSpUuRkJCAChUqwMHBAQ4ODrCzs0NCQgKWLFmi6hgZY4yxYkuuNtKPHz/C0NAQ5cuXx7Vr13Ds2DHcv38fAODk5AQvLy9cuXIF5cqVK5BgGWOMseJGrkTaokULHD16FAYGBpBIJGjevDmaN28OAEhPT8eECRPw559/IjU1tUCCZYwxxoobuap2P378CC8vLyQkJEhtv3PnDn744QesW7cOu3fvVmV8jDHGWLEmVyI9efIkkpKS0Lx5cyQkJICI8Oeff6J27dpwcnLCnTt30Lp164KKlTHGGCt25KratbCwwIkTJ+Dl5YVmzZpBW1sbERER2Lx5M37++eeCipExxhgrtuTutWthYYHjx48jPT0dYWFhOH36tMJJdObMmfjhhx9gaGgIS0tL/PTTT3jw4IHUPp8/f4afnx/MzMxgYGCATp064fXr11L7REdHo02bNtDT04OlpSVGjRqF9PR0hWJijDHG5KHQ8Bdzc3OcOHECzs7O6NatGz58+KDQk4eGhsLPzw8XL17E0aNHkZaWhhYtWiApKUnYJyAgAHv37sX27dsRGhqKly9fomPHjsLjGRkZaNOmDVJTU3H+/Hls2LABwcHBmDhxokIxMcYYY/KQq2o3ewIDACMjI5w+fRp16tSBq6ursH3nzp2iyjt06JDU/eDgYFhaWiIsLAyNGjVCfHw81q5di61bt6JZs2YAgPXr18PJyQkXL16Eu7s7jhw5gnv37uHYsWOwsrJCjRo1MHXqVIwZMwaTJ0+GlpaWPC+RMcYYk4tcidTY2Fjmvp2dncqCiY+PBwCUKlUKwJdl2tLS0uDl5SXsU6VKFdjY2ODChQtwd3fHhQsX4OrqCisrK2Efb29vDB48GHfv3kXNmjVlniclJQUpKSnC/a97ITPGGGNiyZVI169fX1BxIDMzEyNGjED9+vVRtWpVAEBMTAy0tLSEpdqyWFlZISYmRtgnexLNejzrsZzMnDkTU6ZMUfErYIwx9j1SqI20IPj5+eHOnTvYtm1bgT/XuHHjEB8fL9yePXtW4M/JGGPs26TQMmqqNnToUOzbtw+nT5+Wml7Q2toaqampiIuLk7oqff36NaytrYV9Ll++LFVeVq/erH2+pq2tDW1tbRW/CsYYY9+jIr0iJSIMHToUu3btwokTJ2TaW93c3KCpqYnjx48L2x48eIDo6Gh4eHgAADw8PHD79m3ExsYK+xw9ehRGRkZwdnYunBfCGGPsu1WkV6R+fn7YunUr9uzZA0NDQ6FN09jYGLq6ujA2Nkbfvn0RGBiIUqVKwcjICP7+/vDw8IC7uzuAL/P/Ojs7o2fPnpg9ezZiYmIwfvx4+Pn58VUnY4yxAlekiXTFihUAgCZNmkhtX79+PXx9fQEACxYsgJqaGjp16oSUlBR4e3tj+fLlwr7q6urYt28fBg8eDA8PD+jr68PHxwdBQUGF9TIYY4x9x4o0kRJRvvvo6Ohg2bJlWLZsWa772Nra4sCBA6oMjTHGGBOl2PTaZYwxxkoiTqSMMcaYEjiRMsYYY0rgRMoYY4wpgRMpY4wxpgROpIwxxpgSOJEyxhhjSuBEyhhjjCmBEyljjDGmBE6kjDHGmBI4kTLGGGNK4ETKGGOMKYETKWOMMaYETqSMMcaYEjiRMsYYY0rgRMoYY4wpgRMpY4wxpgROpIwxxpgSOJEyxhhjSuBEyhhjjCmBEyljjDGmBE6kjDHGmBI4kTLGGGNK4ETKGGOMKYETKWOMMaYETqSMMcaYEjiRMsYYY0rgRMoYY4wpgRMpY4wxpgROpIwxxpgSOJEyxhhjSuBEyhhjjCmBEyljjDGmBE6kjDHGmBI4kTLGGGNK4ETKGGOMKYETKWOMMaYETqSMMcaYEjiRMsYYY0rgRMoYY4wpgRMpY4wxpgROpIwxxpgSOJEyxhhjSuBEyhhjjCmhSBPp6dOn0bZtW5QpUwYSiQS7d++WepyIMHHiRJQuXRq6urrw8vJCRESE1D7v379H9+7dYWRkBBMTE/Tt2xeJiYmF+CoYY4x9z4o0kSYlJaF69epYtmxZjo/Pnj0bixcvxsqVK3Hp0iXo6+vD29sbnz9/Fvbp3r077t69i6NHj2Lfvn04ffo0BgwYUFgvgTHG2HdOoyifvFWrVmjVqlWOjxERFi5ciPHjx6N9+/YAgI0bN8LKygq7d+9Gly5dEB4ejkOHDuHKlSuoXbs2AGDJkiVo3bo15s6dizJlyhTaa2GMMfZ9KrZtpI8fP0ZMTAy8vLyEbcbGxqhbty4uXLgAALhw4QJMTEyEJAoAXl5eUFNTw6VLl3ItOyUlBQkJCVI3xhhjTBHFNpHGxMQAAKysrKS2W1lZCY/FxMTA0tJS6nENDQ2UKlVK2CcnM2fOhLGxsXArX768iqNnjDH2vSi2ibQgjRs3DvHx8cLt2bNnRR0SY4yxEqrYJlJra2sAwOvXr6W2v379WnjM2toasbGxUo+np6fj/fv3wj450dbWhpGRkdSNMcYYU0SxTaR2dnawtrbG8ePHhW0JCQm4dOkSPDw8AAAeHh6Ii4tDWFiYsM+JEyeQmZmJunXrFnrMjDHGvj9F2ms3MTERkZGRwv3Hjx/jxo0bKFWqFGxsbDBixAhMmzYNjo6OsLOzw4QJE1CmTBn89NNPAAAnJye0bNkS/fv3x8qVK5GWloahQ4eiS5cu3GOXMcZYoSjSRHr16lU0bdpUuB8YGAgA8PHxQXBwMEaPHo2kpCQMGDAAcXFxaNCgAQ4dOgQdHR3hmC1btmDo0KHw9PSEmpoaOnXqhMWLFxf6a2GMMfZ9KtJE2qRJExBRro9LJBIEBQUhKCgo131KlSqFrVu3FkR4jDHGWL6KbRspY4wxVhJwImWMMcaUwImUMcYYUwInUsYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwInUsYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwInUsYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFMCJ1LGGGNMCZxIGWOMMSVwImWMMcaUwImUMcYYUwInUsYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAnfTCJdtmwZKlSoAB0dHdStWxeXL18u6pAYY4x9B76JRPrPP/8gMDAQkyZNwrVr11C9enV4e3sjNja2qENjjDH2jfsmEun8+fPRv39/9O7dG87Ozli5ciX09PSwbt26og6NMcbYN06jqANQVmpqKsLCwjBu3Dhhm5qaGry8vHDhwoUcj0lJSUFKSopwPz4+HgCQkJCgcByJiYkAgCd3b+JzcpLC5byMeggAeBp+G2oSKrIyils5xSkWVZXDsRRsORxLwZZTnGIBgJjHkQC+/BYr+luedRyRnHFQCffixQsCQOfPn5faPmrUKKpTp06Ox0yaNIkA8I1vfOMb3/gmc3v27JlceajEX5EqYty4cQgMDBTuZ2Zm4v379zAzM4NEIimw501ISED58uXx7NkzGBkZFWk5xSkWVZXDsRRsORxLwZZTnGJRVTnFKRYxiAgfP35EmTJl5DquxCdSc3NzqKur4/Xr11LbX79+DWtr6xyP0dbWhra2ttQ2ExOTggpRhpGRkUo+DKoopzjFoqpyOJaCLYdjKdhyilMsqiqnOMWSH2NjY7mPKfGdjbS0tODm5objx48L2zIzM3H8+HF4eHgUYWSMMca+ByX+ihQAAgMD4ePjg9q1a6NOnTpYuHAhkpKS0Lt376IOjTHG2Dfum0ikv/76K968eYOJEyciJiYGNWrUwKFDh2BlZVXUoUnR1tbGpEmTZKqVi6Kc4hSLqsrhWAq2HI6lYMspTrGoqpziFEtBkhDJ28+XMcYYY1lKfBspY4wxVpQ4kTLGGGNK4ETKGGOMKYETKWOMMaYETqQlRHp6Oo4dO4a//voLHz9+BAC8fPlSmOOXMcaUcfr0aaSnp8tsT09Px+nTp4sgopKDe+2WAE+fPkXLli0RHR2NlJQUPHz4EPb29hg+fDhSUlKwcuXKog6RMaakz58/Q0dHR6kyIiMjERUVhUaNGkFXVxdEJHraU3V1dbx69QqWlpZS29+9ewdLS0tkZGQoFdu3jK9IC0FERARWrVqFadOmISgoSOomxvDhw1G7dm18+PABurq6wvYOHTpIzehUUkVGRuLw4cP49OkTAMi98sKmTZtQv359lClTBk+fPgUALFy4EHv27FF5rPkJCQlB586d4e7ujlq1akndxDp58qTScdjb2+Pdu3cy2+Pi4mBvby+6nMaNG2Pjxo3C36Y4+fz5s9zHpKWlwdPTExEREQUQkfwyMzMxdepUlC1bFgYGBnj06BEAYMKECVi7dq3oct69ewcvLy9UqlQJrVu3xqtXrwAAffv2xciRI0WVkVvSfffuHfT19UXHogo+Pj4l6ypY7uVWmFxWrVpF6urqZGVlRdWrV6caNWoIt5o1a4oqo1SpUnT//n0iIjIwMKCoqCgiInr8+DHp6urKHdOzZ89o2bJlNGbMGAoICJC6Faa3b9+Sp6cnSSQSUlNTE15X7969KTAwUFQZy5cvJ3Nzc5o2bRrp6uoKZaxfv56aNGkiOpZPnz7R7NmzqVWrVuTm5kY1a9aUuomxaNEiMjAwoKFDh5KWlhYNHDiQvLy8yNjYmH7//XfRsWhpaZG9vT1NnTqVoqOjRR+XnUQiodevX8tsj4mJIS0tLdHlDB8+nCwsLMjIyIj69etHFy5cUCieLFevXqVNmzbRpk2bKCwsTO7jMzIyKCgoiMqUKUPq6urC33v8+PG0Zs0aUWWYm5vTw4cP5X7unJw+fZq6d+9O7u7u9Pz5cyIi2rhxI505c0bU8VOmTCF7e3vavHmz1Od327Zt5O7uLjqOnj17kre3Nz179kzqN+LQoUPk7Oyc57EdOnSgDh06kJqaGrVu3Vq436FDB2rXrh1VqFCBvL29RceiCu3btydNTU2qWLEiTZ8+XXhviytOpAXMxsaGZs2apVQZJiYmdPfuXSKSTqRnzpwhS0tLuco6duwY6enpUdWqVUlDQ4Nq1KhBJiYmZGxsTE2bNhVVRnp6Os2ZM4d++OEHsrKyIlNTU6mbWMp8+bM4OTnRrl27iEj6vbl9+zaZmZmJjqVbt25kbm5OgwYNokmTJtHkyZOlbmJUrlyZtm7dKhPLhAkTyM/PT3Qsb968ofnz51P16tVJQ0ODWrRoQf/88w+lpKTke+yePXtoz549JJFIaOPGjcL9PXv20M6dO8nPz48qVaokOhYiorS0NNqxYwe1a9eONDU1ycnJiebMmUMxMTGiy3j9+jU1bdqUJBKJ8DmRSCTUrFkzio2NFV2OKhLPiBEjaMyYMaKfMzchISGkq6tL/fr1I21tbSGWJUuWUKtWrUSV4eDgQMeOHSMi6c9MeHg4mZiYiI7FysqKbty4IVNOVFQU6evr53msr68v+fr6kkQioV9//VW47+vrSwMGDKAZM2bQmzdv8izD1NRU2MfExETmN0GR34fY2FiaN28eVatWjTQ0NKhly5a0fft2Sk1NFV1GYeFEWsAMDQ2FD7WiOnfuTP379yeiL1+SR48e0cePH6lZs2bk6+srV1k//PADTZw4USgrKiqKPn78SO3ataPly5eLKmPChAlUunRpmjt3Luno6NDUqVOpb9++ZGZmRosWLRIdizJf/iw6Ojr05MkTmTIePnxIOjo6omMxMjKis2fPit4/J7q6ukIsFhYWwmt7+PAhlSpVSqEyw8LCaOjQoWRmZkZmZmbk7+8vlJsTiUQiXOFn/T/rpqWlRZUqVaK9e/cqFAvRl4Q4depU0tHRIU1NTWrfvj0dP3483+M6d+5MtWvXpnv37gnb7t69S7Vr16YuXbqIfn5VJJ6hQ4eSkZERubm50YABAxSulalRowZt2LBBJpZr166RlZWVqDJy+/zevXtX9Hcg69isq+zs5Vy5ckX0Z2/y5MmUmJgo+jmzCw4Ops+fPxPRl9qg4ODgXG+KyPoe6OjokLm5OY0YMUJltQqqwIm0gPXp04dWrFihVBnPnj0jZ2dncnJyIg0NDXJ3dyczMzOqXLlyjtV3eTEwMKDIyEgi+nLmeOfOHSIiunHjBtna2ooqw97envbt2ydT3qJFi6hr165yxaLsl9/JyYl2794tU8bixYtFV8lmlXPz5k3R++fEzs6Orl27RkREbm5utHLlSiIiOnz4sFxn4l978eIFTZo0ibS1tUlfX5/U1dWpQYMGwt8uJxUqVMj3KkJely5dokGDBpGJiQnZ2NjQxIkTqW/fvqSrq0sjR47M81gjIyO6fPlyjmUaGxuLjkEViadJkya53sTWyhB9OXF6/PixTCxRUVGkra0tqoxatWrRpk2bZMqYMmUKNWjQQHQsrVq1ovHjxwvlPHr0iDIyMuiXX36hTp06iS6nOHr58iXNmjWLKleuTPr6+tSrVy/y9PQkDQ0Nmj9/flGHR0ScSAvcjBkzyNzcnHx8fGju3Lm0aNEiqZtYaWlptGnTJho1ahQNHjyYVq9eTcnJyXLHY2VlJVwVODk50Z49e4joSyIV+0Okp6dHT58+JSIia2troa0rKiqKjIyMRMeiii//6tWrqWzZsrRt2zbS19env//+m6ZNmyb8X6wDBw5Qy5YthR9pRfTt21eoBl66dCnp6uqSl5cXmZiYUJ8+feQqKzU1lbZv306tWrUSTp5Wr15NiYmJ9PjxY+revTs5OTkpHKtYr1+/prlz55KLiwtpaWlRp06d6ODBg5SZmSnsc+bMmXw/OwYGBnT9+nWZ7deuXSNDQ0PR8agq8aiCnZ0dHT16VCaWDRs2iP7b7N69m4yNjWnWrFmkp6dHc+bMoX79+pGWlhYdOXJEdCy3b98mS0tLatmyJWlpadHPP/9MTk5OZGVlJZzo5qRmzZr0/v17IiKh30ZuN7F69uxJ69aty/N585OamkohISHUpk0b0tTUJDc3N1qxYgXFx8cL++zcuVOu6u+C9E2s/lKcrVq1CgYGBggNDUVoaKjUYxKJBMOGDRNVjoaGBnr06KF0PO7u7jh79iycnJzQunVrjBw5Erdv38bOnTvh7u4uqoxy5crh1atXsLGxgYODA44cOYJatWrhypUrcq3OMHv2bHh6euLq1atITU3F6NGjcffuXbx//x7nzp0TVUa/fv2gq6uL8ePHIzk5Gd26dUOZMmWwaNEidOnSRXQstWvXxufPn2Fvbw89PT1oampKPf7+/ft8y1i1ahUyMzMBAH5+fjAzM8P58+fRrl07DBw4UHQs/v7++Pvvv0FE6NmzJ2bPno2qVasKj+vr62Pu3LkoU6ZMrmXk1yN84sSJomIpV64cHBwc0KdPH/j6+sLCwkJmn2rVquGHH37Is5xmzZph+PDh+Pvvv4W4X7x4gYCAAHh6eoqKJStuHx8fvHjxApmZmdi5cycePHiAjRs3Yt++faLLUYX+/ftj+PDhWLduHSQSCV6+fIkLFy7gt99+w4QJE0SV0b59e+zduxdBQUHQ19fHxIkTUatWLezduxfNmzcXHUvVqlXx8OFDLF26FIaGhkhMTETHjh3h5+eH0qVL5/n8Wd/Zn376SfTz5UVLSwszZ85E3759UbZsWTRu3BhNmjRB48aN4ejoKKqM0qVLIzMzE127dsXly5dRo0YNmX2aNm0KExMTlcSsLB5HWkz9999/ovdt166d6H0fPXqExMREVKtWDUlJSRg5ciTOnz8PR0dHzJ8/H7a2tvmWMXbsWBgZGeH333/HP//8gx49eqBChQqIjo5GQEAAZs2aJTqe+Ph4LF26FDdv3kRiYiJq1aqV75c/N8nJyUhMTJQZByeGl5cXoqOj0bdvX1hZWckMA/Dx8ZG7TEV5enqiX79+6NixY64nJunp6Th37hwaN26c4+M1a9aUup+WlobHjx9DQ0MDDg4OuHbtWr5xEBHOnj2L2rVrSw27UsSzZ8/Qrl073L17F+XLlxe2Va1aFf/99x/KlSsnuqwzZ84gKChI6jMzceJEtGjRQnQZV69exb///ovo6GikpqZKPbZz505RZRARZsyYgZkzZyI5ORnAl+W+fvvtN0ydOlV0LN+qFy9e4PTp08JFxMOHD1G6dGk8f/4832M3bdqEX375RelxtYWFE2khynqrxQyQVlMTN8RXIpEU+UDpCxcu4MKFC3B0dETbtm1FHxcdHY3y5cvn+H5ER0fDxsZGdFmxsbF48OABAKBKlSo5XjnlRU9PDxcuXED16tXlOi67ihUrokePHujWrRsqVaqkUBlpaWkYOHAgJkyYADs7O4VjyUlCQgJ8fX3RoUMH9OzZM9/9MzMzoaOjg7t374q+ksgLEeHYsWO4f/8+AMDJyQleXl5Klyuvbdu2oVevXvD29saRI0fQokULPHz4EK9fv0aHDh2wfv16ucpLTU1FZGQkEhMT4ezsDAMDgwKKPHe3bt3KcbtEIoGOjg5sbGwKfS3P5ORknD17FidPnsSpU6dw7do1ODs74/r163kel5aWBl1dXdy4cUOqJqZYK7JK5e/Ihg0bqGrVqqStrU3a2trk6upKGzduLJJYevXqRaGhoUXy3F9TU1PLsbPU27dvSU1NTVQZCQkJ1KNHD1JXVxd6p2poaFD37t0pLi5OdCw1a9ZUeozk/PnzqXbt2qSmpka1a9emhQsX0qtXr+Qux8jIiB49eqRULLm5deuW6E5lRETOzs5Kvy/FjaurKy1dupSI/te2mZmZSf379xd6tMsjIiKCDh06JPRZyN5+nJP8hocoMlQkq6d29t7aWffV1NRIW1ubevXqRZ8+fRJVRk43scaNG0ceHh6ko6NDNWvWpBEjRtDu3buFtlgx7Ozs8uydXtzwFWkBmz9/PiZMmIChQ4eifv36AICzZ89i2bJlmDZtGgICAgo1np9++gkHDhyAra0tevfuDR8fH5QtW1buciIiInDy5EnExsYK7YJZxLa/qamp4fXr1zJXj0+fPoWzszOSkpLyLePXX3/F9evXsWTJEnh4eAD4coU8fPhw1KhRA9u2bRMVy5EjRzBlyhRMnz4drq6uMm2kRkZGosoBgIcPH2LLli34+++/8fjxYzRt2hQ9evRAr169RB3v4+ODGjVqFMhn4+zZs2jbti0+fPggav+9e/di9uzZWLFihVJXB4sXL85xe9YVU8WKFdGoUSOoq6vL7GNqaip6mjsxbdn6+vq4e/cuKlSoADMzM5w6dQqurq4IDw9Hs2bNhFmB8vPu3Tt07twZJ0+ehEQiQUREBOzt7dGnTx+Ymppi3rx5OR63YcMGUeUD4psU9uzZgzFjxmDUqFGoU6cOAODy5cuYN28eJk2ahPT0dIwdOxa//vor5s6dm2sZ2aWlpeH69evYsGEDpkyZgr59+4qKRU1NDRYWFggICEDHjh0Vqp1Zu3Ytdu7ciU2bNqFUqVJyH1/YOJEWMDs7O0yZMkXmR3TDhg2YPHkyHj9+LKqc48ePY8GCBQgPDwfwpVpsxIgRClWNvXnzBps2bcKGDRtw7949eHl5oW/fvmjfvr1MAsnJ6tWrMXjwYJibm8Pa2lrqR04ikeTb/hYYGAgAWLRoEfr37w89PT3hsYyMDFy6dAnq6uqiOhzp6+vj8OHDaNCggdT2M2fOoGXLlqKSMfC/qvSvf7Dp/6dNU7T6/OLFixg8eDBu3boluoxp06Zh3rx58PT0hJubm8z0bGI6qH2duIgIr169wqZNm9C4cWNs3bpVVCympqZITk5Geno6tLS0ZNpKxSQu4Mv34M2bN0hOToapqSkA4MOHD9DT04OBgQFiY2Nhb2+PkydPCm2oWVSdeMqVK4eDBw/C1dUV1apVw7hx49C1a1dcuHABLVu2RHx8vKjn6tWrF2JjY7FmzRo4OTnh5s2bsLe3x+HDhxEYGIi7d++KjltZderUwdSpU+Ht7S21/fDhw5gwYQIuX76M3bt3Y+TIkYiKipKr7K1bt+Kff/4RPeXmzZs3ERoailOnTuHMmTPQ0tISOhw1adJEVGKtWbMmIiMjkZaWBltbW5nvgJg2/sLEibSA6ejo4M6dO6hYsaLU9oiICLi6uoqaL3T58uUYPnw4fv75Z+Gq6+LFiwgJCcGCBQvg5+encHzXrl3D+vXrsWbNGhgYGKBHjx4YMmRInm1itra2GDJkCMaMGaPQczZt2hQAEBoaCg8PD2hpaQmPaWlpoUKFCvjtt99EtcvZ2Nhg//79cHV1ldp+69YttG7dWlTHhqxY8pJbp57cXL58WfgBSkhIQNu2bUVfHefVNiqRSIT5WOUpI+sqoVmzZhg3bhwMDQ1FxZJfEhN7xfT3339j1apVWLNmDRwcHAB8mWN54MCBGDBgAOrXr48uXbrA2toaISEhospUVLdu3VC7dm0EBgZi6tSpWLJkCdq3b4+jR4+iVq1aojsbWVtb4/Dhw6hevToMDQ2FRPro0SNUq1ZN9MpMGRkZ2LVrl3CS7OzsjPbt20NDQ/ygCl1dXVy/fh1VqlSR2n7//n3UrFkTnz59wpMnT+Ds7Cx0jBJL3tfztZs3b2LBggXYsmULMjMzRZ1QTpkyJc/HJ02apFAsBaboapW/Dy4uLjR9+nSZ7VOnTqWqVauKKqNs2bK0ZMkSme1Lly6lMmXKKBybogOdVTFbE9GXqcmyjwtTxF9//UVeXl5SbZGvXr2iFi1aCBMiFJYHDx7QxIkTydHRUZjab8OGDfTx40fRZWRmZtKTJ08UGiOsaqmpqdS7d2+VtNfa29vnOo7Uzs6OiIjOnTtH1tbW+ZaVnp5O27dvp6CgIAoKCqKQkBBKS0sTHcu7d+/oxYsXRPRl7t6ZM2dS27ZtKTAwUK52PFVMKHLnzh2yt7cnPT09Ybymvr4+VahQgW7fvi06lho1apCPj4/UNJKpqank4+NDNWrUICKis2fPUoUKFUSXSUSUnJxMw4cPl2tayczMTAoLC6N58+ZR27ZtydTUlNTV1YX20vykpaXRlClT6NmzZ3LFWpQ4kRawkJAQUldXJ29vb+GL7+3tTRoaGrRz505RZejr61NERITM9ocPH8o1jRiRagY6q2K2JlWpUaMGGRgYkKamJjk4OJCDgwNpamqSgYGBXAPKQ0ND87yJIZFIqE6dOrRw4UK55qHNLiMjgzQ1NYvN9Geq6vikq6tLV65ckdl++fJlYeGFx48f5/t5VlXiUQVVTCji7u5Obdu2lUrg79+/p3bt2pGHh4foWM6dO0dmZmZkYWFBnp6e5OnpSZaWlmRmZiZ0Ftu4cSPNnj071zK+7gRlYmJC6urqZGhoKEzcIoaJiQlpaGiQm5sbBQYG0n///UcfPnwQfTzRl/cza9aokoAnZChgnTp1wqVLl7BgwQLs3r0bwJf2zcuXL8uM9ctNu3btsGvXLowaNUpq+549e/Djjz/KFY8qBjpXrFgREyZMwMWLF3PsmCN2kglA+fF8qhpE3qRJE5lt2dtLxVRHPXjwQOlhImpqanB0dMS7d++UKispKQmzZs3C8ePHc+wQJqZ6GPjy/u7evVvpjk9NmzbFwIEDsWbNGuFzf/36dQwePBjNmjUDANy+fTvfIT/9+vWDi4sLrl69KtXW6uvriwEDBuD8+fOi4omKisL69esRFRWFRYsWwdLSEgcPHoSNjQ1cXFxElaGKCUVu3Lgh9VqAL+3S06dPz3eSi+zq1auHx48fY8uWLXj48CEA4JdffkG3bt2Eavz8hjwtXLhQ6n5Wc0DdunWl4svP5s2b0bBhQ7k66H2tWbNmCA0NRYUKFRQuozBxG2kJMG3aNMydOxf169eXaiM9d+4cRo4cKfWBzS+JqWKgsyra8ADVj+dTxtcdTLJ6LE6YMAHTp0+Xa/YdZamip2zXrl0RGhqKnj17onTp0jKdqIYPHy6qHFV0fAKAmJgY9OzZE8ePHxdOvNLT0+Hp6YlNmzbBysoKJ0+eRFpaWp4TK+jq6uLq1asyye7OnTv44YcfRK2bGhoailatWqF+/fo4ffo0wsPDYW9vj1mzZuHq1atytdEqO6FI9erVsWDBAuFkIsuJEycwfPhw3L59W3QsykhPT8eMGTPQp08fuSbHKCgrV67ElClT0L179xw/d/JMQlMYOJEWgISEBNH7ijlrEzswX54kVhxUq1YNAwcOhJ+fn9BZw87ODgMHDkTp0qXz7XBQGEJDQxEYGIiwsLB8983IyMCCBQtyvcIW28NVFT1lTUxMsH//fmHIlaJUddKU5f79+8IVU+XKlVG5cmW5jldF4vHw8MAvv/yCwMBAqU5Cly9fRseOHUV3UFOFAwcOYPTo0Zg8ebIwRefFixcRFBSEWbNmSfVGz++3QtkhaYaGhrh9+7ZCV4EdO3ZEcHAwjIyM0LFjxzz3FVPTlNeENMVhEpqvcdVuATAxMcl33BvJMaxC7BAZsVQxPZoqREVFoU2bNgC+9NZNSkqCRCJBQEAAmjVrJiqRqip55cbKykqYMSk/U6ZMwZo1azBy5EiMHz8ef/zxB548eYLdu3eLHlsLyFaxKcLU1FQl4+9U/dmrUqWKTM9SecycORPDhg3LMfH8+eefUiexuSWe27dv5zj8x9LSEm/fvpUrnri4OFy+fDnH5CVm3HBW00znzp2F34ysa5usWcLE/FbkNyRNzOdPmepUY2Nj4TmNjY1z3U/seOCv38vijhNpATh58mSBlU1yTDOYk/yqU8V6/vw5/vvvvxyT1/z580WVYWpqio8fPwIAypYtizt37sDV1RVxcXGiu+irKnl9PcUa/f+4y1mzZuXYjpyTLVu2YPXq1WjTpg0mT56Mrl27wsHBAdWqVcPFixdFV4OqYl7fqVOnYuLEidiwYYPUOF1Fpaam4vHjx3BwcJBrWEaWjIwMBAcH59pme+LECVHlqCLxmJiY4NWrVzJX29evX5drcpK9e/eie/fuSExMhJGRkUzyEpNIVfVbMW3aNEyfPl3hIWkA0KpVK4wdOxa3b9+Wuzo1ezNMixYt0LVr1xz3+7qfhxifP38u/nPuFlEnJyanNWvWCEtZaWlpkYuLC61evVruclQxPdqxY8dIT0+PqlatShoaGlSjRg0yMTEhY2NjudZz7Nq1K82bN4+IiIKCgsjCwoL69etHtra21KFDB1FlqGpt1NwWw/bw8KDw8HBRZahqeTkiosjISPrjjz+oS5cuwjSKBw4cyHMN0uxq1KhBhoaGZGBgQFWrVlV4SaykpCTq06cPqaurk7q6ujDEY+jQoTRz5kzR5fj5+ZG+vj517tyZhg8fTiNGjJC6iXXq1CnRt9yMHDmSGjRoQK9evSJDQ0OKiIigs2fPkr29vbAMnhiOjo40fPhwSkpKEn1MQVHFkLSvP/vZb/JMEWhsbEwHDhyQ2R4QECBqeBPRlyFOQUFBVKZMGanP3fjx42nNmjWiYyksnEgLwenTp6l79+7k4eFBz58/J6IvXdHPnDkj6vgJEyaQvr4+jR07lvbs2UN79uyhsWPHkoGBAU2YMEGuWPT09IRu5aVKlaJbt24REdG9e/dEf8h/+OEHIelmJeOPHz9Su3btaPny5aJjUcV4PlUlrydPnkjdoqOj85yXNCeVKlWiixcvEhFR/fr1hUSzbds2srCwEF3OqVOnhLVMtbS0hB+RmTNnih5WMXny5DxvYg0bNozc3NyENUezYtm9e7cwPlEMMzMz2r9/v+j9C1JKSgr169ePNDQ0SCKRkKamJkkkEurRowelp6eLLkdPT08l46nfv39Pc+bMoT59+lCfPn1o7ty59O7dO7nKKE5D0vbt20fGxsZSv29Dhw6l0qVLiz4pnTJlCtnb29PmzZtJV1dXeJ+3bdtG7u7uBRK3MjiRFrCQkBDS1dWlfv36kba2tvCBWLJkCbVq1UpUGebm5rR161aZ7Vu3biUzMzO54ilbtqyQPF1dXYVyz58/LzrxZL/yMzExEa6Sbty4IdeE6KqgquSlCmPGjBEm39i2bRtpaGhQxYoVSUtLi8aMGSO6HHd3d+FKPftA/0uXLlHZsmVVH3gebGxshHGI2WOJiIiQa0Hu0qVL04MHD1QSkyoSDxFRdHQ07d+/n/79998cx2nnp0OHDvTPP//IfVx2oaGhZGRkROXLl6cOHTpQhw4dyMbGhoyMjORaXGLGjBlkbm5OPj4+NHfuXFq0aJHULTempqb05s0bIiLq3bs3JSQkKPV6smzZsoVMTU3p6tWrNHjwYCpTpoxcf38HBwc6duwYEUl/7sLDw4vNYt7ZcRtpAZs2bRpWrlyJXr16SU0RV79+fUybNk1UGWlpaahdu7bMdjc3N6Snp8sVT6NGjXD06FG4urril19+wfDhw3HixAkcPXpU9BAPfX19oV20dOnSiIqKEoYjyNtZIzMzE5GRkTm2mzVq1Cjf4zt06IDjx4+jbt268Pf3R48ePbB27VphbdS85DaRek7EtG9mX4f1119/hY2NjULLy6myM0xYWJgw9ZyLi4vosctZ3rx5k+P6rlkdw8QaOXIkFi1ahKVLlyrcvg8Ap0+fRtu2bWFsbCx8JxYvXoygoCDs3btX1GcG+DIp+oIFCxAREQEAcHR0xIgRI9CvX788j8u+TnCbNm0watQo3Lt3L8fx1GKGaPj5+eHXX3/FihUrhAn7MzIyMGTIEPj5+Yke/rJq1SoYGBgIa39mJ5FIcv38pqamIiEhAebm5tiwYQP+/PNP0dNH5qVbt26Ii4tD/fr1YWFhgdDQUJlpUvPy4sWLHPfPzMxEWlqa0vGpGifSAvbgwYMcv9zGxsaIi4sTVUbPnj2xYsUKmU48q1atQvfu3eWKZ+nSpcL8vn/88Qc0NTVx/vx5dOrUCePHjxdVhru7O86ePQsnJye0bt0aI0eOxO3bt7Fz506hJ6UYFy9eRLdu3fD06VOhw0gWsT2av05etra2wkLl+SWvBQsWiIozrx+ivHh4eAjjfuWhis4wsbGx6NKlC06dOiVMrhEXF4emTZti27ZtotdrrV27Nvbv3w9/f38A/+vktmbNGrleW9a6lAcPHoSLi4tM0hHbW1wViWfixImYP38+/P39pVYMCggIQHR0NIKCgnI9NqcJQHLaX+znNzIyEiEhIVKr3qirqyMwMBAbN27M9/gsivau9vDwwE8//QQ3NzcQEYYNG5brIu7r1q3LtZyshSi+ZmFhgVq1amH58uXCNjGdEZ2dnXHmzBnY2tpKbQ8JCZH7ZLAwcCItYNbW1oiMjJTpUn727FnY29uLLmft2rU4cuSIkKguXbqE6Oho9OrVS+pDnN+HNPuQCDU1NYwdO1Z0DNmfI2sC6ylTpiAxMRH//PMPHB0dRffYBYBBgwYJP9Q5TRqQn5wWwXZ3dxedzHP78SEFe0bn98Mndhm1Ll26YMyYMdi+fTskEgkyMzNx7tw5/Pbbb6LL8Pf3x8ePH3H37l04OTkBAO7duwcfHx8MGzYMf//9t6hyZsyYgVatWuHevXtIT0/HokWLcO/ePZw/fz7fif6zMzExkatXeG5UkXhWrFiB1atXS/UsbdeuHapVqwZ/f/88E6mqh2XUqlUL4eHhMuNpw8PDlVpkXqzNmzdjwYIFiIqKgkQiQXx8vKiFNL6W22LdFStWREJCgvC42O/UxIkT4ePjgxcvXiAzMxM7d+7EgwcPsHHjRuzbt0/u+AoaT8hQwGbOnInNmzdj3bp1aN68OQ4cOICnT58iICAAEyZMEM7085K1Wkp+JBKJqGEEqlhtQhX09fVx8+ZNuap8vmZsbIwbN26InrQiL4pW92X5ehq1tLQ0JCcnQ0tLC3p6eqLHtKampsLPzw/BwcHIyMiAhoYGMjIy0K1bNwQHB+e4ZufXjI2NcezYMZlp5i5fvowWLVqIrg0Bvoz3nTVrltTsPWPGjJFZcacw1K9fH6NGjZK5Mty9ezdmzZqFixcv5luGiYkJrly5IjMF48OHD1GnTh253htl/fPPPxg9ejT8/f2lxsUuW7YMs2bNEk6CgC8TmORF2SFpdnZ2uHr1KszMzBR4Jap35swZBAUFSX3uJk6cmOfMV0WmSFtovwOZmZk0bdo00tfXF7qS6+joCJNdFzZVTvqdkpJCz549o6dPn0rdxGratCkdPHhQ3pcgpVevXnmuVCOWKntGZ/fw4UPy9PSkQ4cOyX3s06dPaf/+/fTPP//IPYm9gYFBrqutyNNJqLjZtm0b2djY0Jw5c+jMmTN05swZmjNnDlWoUIG2bdtGN2/eFG65GTp0KAUEBMhsHzlyJA0ZMkR0LP7+/jl25FmyZAkNHz5cVBl5DTnJPiQrv+EnqhqSxhTDV6SFJDU1FZGRkUhMTISzszMMDAyKJA4PDw9YWFhgw4YNMpN+v3nzRtSk3w8fPkTfvn1l9iU5F8HetWsXxo8fj1GjRuXYWSO/M3BAdXPBWlhYYPHixTIDyf/++2/4+/vL3cknu6tXr6JHjx64f/++3MeSgtXM7du3R1xcHP7++2+UKVMGwJcOHN27d4epqSl27doluixlO4RlCQkJyXUGKrELNec1dRzw5X3K73Po7++PjRs3onz58jk2lWT/HOZ1JVe2bFn8999/cHNzk3kt7dq1EzXV4NOnT/PdJ8vX7YXZ1alTB61atcKUKVOEaQ8tLS3RvXt3tGzZEoMHDxb9PMXJ1atXpWrOvn6viwtOpCWEqqb1U8Wk3/Xr14eGhgbGjh2bY9um2LadnH4UxfwQZqequWALsrrvxo0baNSokVxzMCtbzfzs2TO0a9cOd+/eRfny5YVtVatWxX///Sd6YnJVdAgDvvSs/eOPP+Dr64tVq1ahd+/eiIqKwpUrV+Dn54fp06eLKkcViUdVTSU6Ojq4c+eOTNNEZGQkqlatKldb471792S+2xKJRHRvb0NDQ9y4cQMODg4wNTXF2bNn4eLigps3b6J9+/Z48uSJ6FiKg+fPn6Nr1644d+6cVGe5evXqYdu2bcViYv3suLNRAfv8+TOWLFmS62TSYs7EVTWtHwBUqlQJr1+/lkmksbGxotsqb9y4gbCwMKXmTAVUM4+rquaCVUXP6OxDI4D/TTO4dOlSuSaPV6ZXaZby5cvj2rVrOHbsmHAl7OTkBC8vL9FxAMp3CMuyfPlyrFq1Cl27dkVwcDBGjx4Ne3t7TJw4Ua75kPO6KhNLVdPyVaxYEYcOHcLQoUOlth88eFB0R8JHjx6hQ4cOuH37tnASCfyvBkLsiYoqh6QVB/369UNaWppUR6wHDx6gd+/e6NevHw4dOlTEEUrjK9IC1r17dxw5cgQ///wzrKysZH6IJk2alG8ZqlwlRRWrTfzwww9YsGCB1L5FJbdu9xKJBDo6OqhYsSLat2+f7wTuqqju+/oKWyKRwMLCAs2aNcO8efNEL61VkNXM8lJFhzAA0NPTQ3h4OGxtbWFpaYmjR4+ievXqiIiIgLu7O969eydXeTldwQGFu7zWunXrMHToUIwaNUpYjeb48eOYN28eFi5ciP79++dbRtu2baGuro41a9bAzs4Oly5dwvv37zFy5EjMnTsXDRs2FBXLTz/9hDZt2qB///747bffsGfPHvj6+mLnzp0wNTXFsWPHlHqthU1XVxfnz5+XGeoSFhaGhg0bip6Lu9AUScvsd8TIyIjOnj2rVBmqmNYvy9cdGbLPL5v9fl6dG44fP04eHh508uRJevv2LcXHx0vd5HX37l06ePCg0Mkn6yZGkyZNyMjIiPT19alWrVpUq1YtMjAwIGNjY6pbty6ZmJiQqakp3b17N99yxNwKo+OGsbFxjp2LHjx4QMbGxqLKUEVHGCLVdAgjIrKzs6Nr164REZGbmxutXLmSiIgOHz5MpqamosuJioqiatWqycyNnPXZLWzLly+nsmXLCnHY2dnRhg0bRB9vZmYmdIwyMjKi+/fvE9GX75g8UzBGRUUJ5SQmJtLAgQPJ1dWVOnbsSE+ePBFdTkZGBj148IDOnDlDoaGhUrfC5OjoSJcuXZLZfunSJXJwcCjUWMTgqt0CVrZsWaVnClHFKilZVFGtlVU9+PVMSCRnZyNVVGtlXW2uX79euIKOj49Hv3790KBBA/Tv3x/dunVDQEAADh8+nGs5qnhfVHV1rIpq5h07dshUNQNAvXr1MGvWrDyXasu+Eo6/vz9GjhyJmJgYhTuEAV+W6Prvv/9Qs2ZN9O7dGwEBAQgJCcHVq1fzXb8yu+HDh8POzg7Hjx+HnZ0dLl++jHfv3glXcIVt8ODBGDx4MN68eQNdXV25OxFmZGQIvw/m5uZ4+fIlKleuDFtbW9HL92VkZOD58+fC30JfXx8rV66U74VAde3hqjBnzhz4+/tj2bJlwgxWV69exfDhw4vk75yvIk7k37wDBw5Qy5Yt5Tor/JoqVklRJUVX3fjajz/+SO3bt6c3b96QgYEB3bt3j86cOUN16tSh06dPiyqjTJkyOV5t3rlzh8qUKUNERGFhYXLPSawIZa6OAwIChJu/vz8ZGhqSi4sL9e3bl/r27UtVq1YlIyMjGjp0qKhYtLW1c5w/NiIigrS1tfM8NreVcOQdkpFdRkYGpaWlCfe3bdtG/v7+tHjxYkpNTRVdjqqu4FRh4sSJSn2viYgaNGhAu3btIqIv3/OWLVvS2bNnqVevXuTi4iK6HG1tbXr06JFSsVSvXp1++eUXunfvHn348IHi4uKkbgUt6/uRddPS0iI1NTVhxaus/8tTg1FY+Iq0gNWuXRufP3+Gvb099PT0ZM7oxXS0UMW0fl9LTk7OsY1JzBVG48aNFXrOr124cAEnTpyAubk51NTUoKamhgYNGgiLN+c2W0p28fHxiI2NhbOzs9T2N2/eCL1kTUxMZF5nQVDm6vjr15rVzT8qKgrAl6sVc3Nz3L17V1QsynSEUfVi3sCX9uPU1FRcu3YNsbGx0NXVFWo2Dh06JLp3qiqu4FRlz549mD59Oho3boy+ffuiU6dO0NbWlquM8ePHIykpCcCXqQZ//PFHNGzYEGZmZvjnn39El1O1alU8evRIqYlJIiIiEBISonR7uKJUsaB9kSnqTP6t8/T0JEdHR5o1axatX7+egoODpW6FLTY2ltq0aSO0KX19k0dSUhKFh4dLDYLPayD810xMTISzaHt7ezpx4gQRfVmLU1dXV1QZ3bp1Izs7O9q5cyc9e/aMnj17Rjt37iR7e3vq0aMHERH9/fff5ObmJtdrU0Rxujpeu3Yt6erq0sSJE4WaggkTJpCenh6tWrVKdDkzZsygtWvX5lj+rFmzRJdz8OBBMjc3V3qtS1VdwanKtWvXyN/fn8zNzcnExIQGDRpEly9fVqrMd+/eUWZmplzHHDx4kGrUqEF79+6lly9fKtRvQVXt4d8jTqQFTFdXl27cuFHUYQi6detG9evXpytXrpC+vj4dOXKENm3aRJUrVxYWyM6PqpKxKn4UP378SP369ROqfrKqf/r370+JiYlERHT9+vUcZ/lRNX19fTp58qTM9pMnT5KBgQERfekUInZmoYiICDp06BAlJycTEcn946psRxgiIltbWzp37pzM9osXL1KFChVEl1OxYkUaMmQIxcTEyPX8Xzt06BDt2LGDiL68P5UrVyaJRELm5uZ0/PhxpcpWRmpqKu3YsYN+/PFH0tTUJFdXV1q4cGGhVIkS5dyJUN4q+J07d5KzszOtX7+erl69qvAJsir07NmT1q1bJyzXWNxxIi1gNWvWFNZzLA6sra2F3nCGhobCGoF79uyh+vXriypDFcmYSLU/ih8/fhS+8B8/fpTrWFVR1dXx27dvqVmzZsKPYNZajL1796bAwEC544qNjVX4Pcmt7S0qKirfttbsDA0NC+xHUZErOFVLSUmhbdu2UYsWLUhDQ4MaNWpEFStWJENDQ9q2bVuBP78q+i2oqj1cFfr27UuOjo4kkUioXLly1L17d1q9erXcU2UWFk6kBezw4cNUr149lQ0VUZahoaEwlMbGxkYYmvPo0SPR1amqSMa5KQ4/iopS1dVxz549ydvbm549eya1qPGhQ4fI2dlZrphiY2OFOWmzFnCWR8WKFWnTpk0y2zdu3Eh2dnaiy+nduzetWbNG7ufPjbJX66py9epV8vPzo1KlSlHp0qVpzJgxUp28Fi9eTJaWloUSy4cPH2ju3LlCB7V58+bJdUX85MmTPG9F4fnz57R161YaOHAgValShdTU1Ap9cXsxOJEWsJyqW4rqLI+IqHbt2sIE6m3btqWePXvS8+fPafTo0WRvby+qDFUk49TUVFJXV5d7ovySQNmrYysrK6E5IHsijYqKIn19fVFlJCYmUu/evUldXV34DGpoaFCfPn0oKSlJdCx//vknmZmZ0bp164Qf1LVr15KZmRnNmDFDdDlJSUnUunVr8vHxoblz59KiRYukbmKp+mpdGVWrViV1dXVq3bo17dq1i9LT02X2efPmDUkkkgKP5cqVK2RmZkZly5alDh06UIcOHahcuXJkZmZGYWFhBf78BSUpKYkOHz5MY8eOJXd3d9LS0ir03tlicCItYKoaKqIqmzZtovXr1xPRl7PprA4g2traoqugVJGMib4M0i9O7cfFhYGBgVCFlT2RXrlyhUqVKiWqjAEDBpC9vT0dOHBAqP3Yv38/OTg40KBBg0THkpmZSaNHjyYdHR3hJFBPT4+mTJki12tas2YNaWhokIGBAdna2lKFChWEmzxXtqq8WldWUFAQPX/+vFCfMzcNGjQgX19fqSFGaWlp5OPjQw0bNhRdTmRkJA0dOpQ8PT3J09OT/P39i6Sdcty4ceTh4UE6OjpUs2ZNGjFiBO3evZvev39f6LGIwVMEFqC0tDS0bNkSK1eulJkMPT/yDFKXZ9L67IgInz59wv3792FjYwNzc3NRx23evBnp6enw9fVFWFgYWrZsiXfv3kFLSwsbNmzAr7/+KqqctWvXYufOndi0aVO+kxR8T1q3bg03NzdMnToVhoaGuHXrFmxtbdGlSxdkZmYiJCQk3zLMzc0REhKCJk2aSG0/efIkOnfujDdv3sgVU2JiIsLDw6GrqwtHR0e5h3lYW1tj2LBhGDt2bL4ruORXzuHDh1G9enVhukx7e3s8evQI1apVExacLyi5TbqRE3kWuVeWrq4url+/LjP/9b1791C7dm1RE7ccPnwY7dq1Q40aNYS5oc+dO4ebN29i7969aN68eYHEnhM1NTVYWFggICAAHTt2RKVKlQrtuRXB40gLkKamptQsMfIwNjYW/k9E2LVrF4yNjYVZPsLCwhAXFydXws2i7MoiPXr0EP5fq1YtPH36VO5kDHwZHxsZGYkyZcrA1tZWZgk0sUtrfWtmz54NT09PXL16FampqRg9ejTu3r2L9+/f49y5c6LKSE5OhpWVlcx2S0tLheYpNTAwkFkkXB6pqan49ddflUqiAJCUlAQ9PT2Z7e/fv5c7uStCzNhmQP5l75RlZGSE6OhomUT67Nkz0TOrjR07FgEBAZg1a5bM9jFjxhRqIr1+/TpCQ0Nx6tQpzJs3D1paWmjcuDGaNGmCJk2aFLvEylekBSwgIADa2toyH055jBkzBu/fv8fKlSuhrq4O4MvA9CFDhsDIyAhz5swRXVZuK4ssXboUAQEBolYWAZRPxgDynWxfzIT+36r4+HgsXboUN2/eRGJiImrVqgU/Pz/RE997enrCzMwMGzduhI6ODgDg06dP8PHxwfv37wt9EvOAgABYWFjg999/V6ocVVytf4uGDRuGXbt2Ye7cuahXrx6AL1eTo0aNQqdOnURNdqCjo4Pbt2/nuJRgtWrV5FoWTtVu3ryJBQsWYMuWLcjMzCzU6QrF4ERawLJWFXF0dMxx4Wkx1T8WFhY4e/assJxQlgcPHqBevXpyrZyhipVFVJWMWcG5ffs2WrZsiZSUFGF92Js3b0JbWxtHjhyRWUavoA0bNgwbN25E9erVUa1aNZkZvsRWg965cweenp6oVasWTpw4Iay5mnW17uDgUBDhF3upqakYNWoUVq5cifT0dABfasQGDx6MWbNmibpaL1++PObPn49ffvlFavu///6L3377DdHR0QUSe06ICNevX8epU6dw6tQpnD17FgkJCahWrRoaN26MBQsWFFosYnAiLWB5LSKc38LBWUxNTREcHIz27dtLbc9aKunDhw+i41HFAtbFaZmvb9Hp06fzfLxRo0aiyklOTsaWLVuk1iPt3r07dHV1lY5RXqr4HmRR9mr9W5acnCxMK+ng4JBjNXhugoKCsGDBAowdO1bqqvbPP/9EYGAgJkyYUCAx58TU1BSJiYmoXr26UKXbsGFDYZHv4oYTaQkQGBiIjRs34vfff0edOnUAfFkrc9asWejZs6dcnRr8/f2hqakpc8xvv/2GT58+YdmyZfmWoYpkDHz5suTUlpR9tRRfX1/07t1bVHnfipzaEbO/T2KqtWbOnAkrKyv06dNHavu6devw5s0bjBkzRvlA2TeFiLBw4ULMmzcPL1++BACUKVMGo0aNwrBhwwq13Xf//v1o2LBhrmsiFzecSAtJZGQkoqKi0KhRI+jq6gpLjomRmZmJuXPnYtGiRXj16hUAoHTp0hg+fDhGjhwptJuKoYoFrFWRjAFgwYIFmD59Olq1aiWcIFy+fBmHDh1CQEAAHj9+jE2bNmHJkiWiFkn+VsTHx0vdT0tLw/Xr1zFhwgRMnz5dZvm6nFSoUAFbt24VriyyXLp0CV26dCmQiekLS1xcHC5fvozY2FhkZmZKPdarV68iiurbkrVso7JLQH4vOJEWsHfv3qFz5844efIkJBIJIiIiYG9vjz59+sDU1BTz5s3L8/j09HRs3boV3t7esLKyElY0UfRMLa8qtuy+rm7L3u0/PT0dwcHBsLGxyTEZL1myRNRzdOrUCc2bN8egQYOktv/11184cuQIduzYgSVLlmDVqlW4ffu2qDK/ZaGhoQgMDERYWFi+++ro6CA8PFxmNZBHjx7B2dm5SDuOKGPv3r3o3r07EhMTYWRkJHUyKpFIRK2mxEqGq1ev4t9//81xlSpFh/wVFE6kBaxXr16IjY3FmjVr4OTkJIx7O3z4MAIDA0Uti6Wnp4fw8HDY2toWQsQ5UzQB58XAwAA3btyQWbYpMjISNWrUQGJiIqKiolCtWjVhqanv2f3791G7dm1RYyUdHR0xadIkqaFKALBp0yZMmjQJjx49KqgwC1SlSpXQunVrzJgxQ672P5a/mjVrimpqEftboIxt27ahV69e8Pb2xpEjR9CiRQs8fPgQr1+/RocOHbB+/foCj0EePI60gB05cgSHDx9GuXLlpLY7Ojri6dOnosqoU6cOrl+/XqSJ9OTJkyovs1SpUti7dy8CAgKktu/du1eYoCEpKem7q176euwxEeHVq1eYNWsWatSoIaqM/v37Y8SIEUhLS0OzZs0AAMePH8fo0aMxcuRIVYdcaF68eIFhw4ZxEi0ALVu2xIoVK+Dq6io0tVy5cgW3bt2Cr68v7t27By8vL+zcuVOm46OqzZgxAwsWLICfnx8MDQ2xaNEi2NnZYeDAgcWyUxkn0gKmigHkQ4YMwciRI/H8+fMch9CIWYy7OJowYQIGDx6MkydPSn1xDxw4gJUrVwIAjh49qrKFxEuKGjVqQCKR4OvKInd3d6xbt05UGaNGjcK7d+8wZMgQoVpMR0cHY8aMwbhx41Qec2Hx9vbG1atX812cnMnv7du3GDlypEzv3GnTpuHp06c4cuQIJk2ahKlTpxZ4Io2KikKbNm0AAFpaWkhKSoJEIkFAQACaNWuW7xj0wsZVuwVMFQPIc+vFmdVhqbgNTpbHuXPnsHTpUjx48AAAULlyZfj7+8t0kvmefF1TkTVdWtbECvJQdmq/4mbt2rUICgpC79694erqKjMetV27dkUUWclnbGyMsLCwHJta3NzcEB8fj/v37+OHH34QOiMVlHLlyuHgwYNwdXVFtWrVMG7cOHTt2hUXLlxAy5YtZTrkFTW+Ii1gqpjurST3sMxP/fr1hXk92ReqrMJXdmq/4iar93ZOk36U9JPKoqajo4Pz58/LJNLz588LJ3GZmZkKndDJq1GjRjh69ChcXV3xyy+/YPjw4Thx4gSOHj0qqtd6YeNEWsCqVq2Khw8fYunSpTA0NERiYiI6duwo1wDyomwbLWhRUVFYv349Hj16hIULF8LS0hIHDx6EjY1Noc++U5QWL14set9hw4YVYCTF29fDXZjq+Pv7Y9CgQQgLCxNOvq5cuYI1a9YIUzsePnxYdDu9MpYuXSr0LP/jjz+gqamJ8+fPo1OnThg/fnyBP7+8uGq3gEVHR6N8+fI59oaLjo6GjY2N6LLu3buXY1fwklqdFRoailatWqF+/fo4ffo0wsPDYW9vj1mzZuHq1avf1bypXw9TyY1EIimxPW5Z8bdly5Ycm1q6desG4Mt8zVm9eAvK10P+SgJOpAVMXV0dr169gqWlpdT2d+/ewdLSUlRV1KNHj9ChQwfcvn1bqhNKVnIuqdVZHh4e+OWXXxAYGCi1JNbly5fRsWNHPH/+vKhDLHJf/62/R4sXL8aAAQOgo6OT75X793y1/i0pDkP+5MFVuwUstxmMEhMTRZ/VDR8+HHZ2djh+/Djs7Oxw+fJlvHv3DiNHjsTcuXNVHXKhuX37NrZu3Sqz3dLS8rufr1cVq+t8KxYsWIDu3btDR0cnz8nKJRIJJ9JvRJ06dXDjxg1OpN+7rJmAJBIJJkyYIDUEJiMjA5cuXRLd1nDhwgWcOHEC5ubmUFNTg5qaGho0aICZM2di2LBhotdILG5MTEzw6tUrmWrN69evo2zZskUUVdHLbXWdgIAAREdHf3er62TvbJf9/3y1rloZGRlYsGBBrrMJFeasUUOGDEFgYCCePXtWMob8ESsQTZo0oSZNmpBEIqF69eoJ95s0aUItWrSgAQMG0MOHD0WVZWJiQo8ePSIiInt7ezpx4gQREUVGRpKurm6BvYaCNnLkSGrQoAG9evWKDA0NKSIigs6ePUv29vY0efLkog6vyJibm9PWrVtltm/dupXMzMyKIKLiZc2aNeTi4kJaWlqkpaVFLi4utHr16qIOq8SbMGEClS5dmubOnUs6Ojo0depU6tu3L5mZmdGiRYsKNRaJRCJzU1NTE/4tbjiRFjBfX1+Kj49XqowGDRrQrl27iIioa9eu1LJlSzp79iz16tWLXFxcVBBl0UhJSaF+/fqRhoYGSSQS0tTUJDU1NerRowelp6cXdXhFxtjYOMeTrAcPHpCxsXHhB1SMTJgwgfT19Wns2LG0Z88e2rNnD40dO5YMDAxowoQJRR1eiWZvb0/79u0jIiIDAwOKjIwkIqJFixZR165dCzWWJ0+e5HkrbjiRlgCHDh2iHTt2EBFRREQEVa5cmSQSCZmbm9OxY8eKODrlPX36lPbv30///POP6Kv0b9nQoUMpICBAZvvIkSNpyJAhRRBR8cFX6wVHT0+Pnj59SkRE1tbWFBYWRkREUVFRZGRkVKixhIaGUlpamsz2tLQ0Cg0NLdRYxOA20kKg7CoG3t7ewv8rVqyI+/fv4/3797mu51nS2NjYyDUM6FuUfXUdiUSCNWvW4MiRIzmurvM9S0tLQ+3atWW2u7m5IT09vQgi+naUK1cOr169go2NDRwcHHDkyBHUqlULV65cKfQZsZo2bZrjaIf4+Hg0bdq02I1U4ERawPJbxUCMPn36YNGiRVKTt5cqVQpJSUnw9/cXPf9qcUNECAkJwcmTJ3NcW7K4LZVUkL7uMObm5gbgy4QVAGBubg5zc3NRqwV9y3r27IkVK1bIrIW7atUqdO/evYii+jZ06NABx48fR926deHv748ePXpg7dq1iI6OlllYoqBRLqMd3r17J9PxqDjgcaQFrFq1ahg4cKCwisHNmzelVjEQM/lybmNR3759C2tr6xJ7Jj58+HD89ddfaNq0KaysrGS+OMVtqSRW9FSxMD0T5+LFizh//jwcHR3Rtm3bQnnOjh07AgD27NmDli1bSl0JZ2Rk4NatW6hcuTIOHTpUKPGIxVekBUyZVQwSEhJAX9qx8fHjR6lxpxkZGThw4IBMci1JNm3ahJ07d6J169ZFHQorIe7cuYNatWoBkL1av3PnjrDft9DkUZjS0tIwcOBATJgwQRiO5u7uLpysFBZjY2MAX65IDQ0NoaurKzympaUFd3d3Yb7l4oQTaQEzNTUVVkooW7Ys7ty5A1dXV8TFxSE5OTnPY01MTCCRSCCRSFCpUiWZxyUSSbFbTkgexsbGvBwWk0tBrIvLAE1NTezYsUNmCbXCllULZWFhgcmTJwvj7588eYLdu3fDyckJ5ubmRRlijjiRFjBlVjE4efIkiAjNmjXDjh07hMWugS9nZ7a2tihTpkxBv4QCM3nyZEyZMgXr1q2TOvNkjBW+n376Cbt37y709tCcXL9+HRs3bsSgQYMQFxcHd3d3aGpq4u3bt5g/fz4GDx5c1CFK4TbSAvb+/Xt8/vwZZcqUQWZmJmbPni20O4wfPx6mpqb5lvH06VPY2Nh8c9VVnz59QocOHXDu3DlUqFBBZm3Ja9euFVFkjH1/pk2bhnnz5sHT0zPH2YQKc/pFc3NzhIaGwsXFBWvWrMGSJUtw/fp17NixAxMnTkR4eHihxSIGJ9IC1qtXLzRt2hSNGjWCg4ODQmUcOnQIBgYGaNCgAQBg2bJlWL16NZydnbFs2TJRybg46ty5M06ePImff/45x85GkyZNKqLIGPv+5LUCUWGvOqSnp4f79+/DxsYGnTt3houLCyZNmoRnz56hcuXK+TaLFTZOpAWsX79+OH36NCIjI1G2bFk0btwYTZo0QePGjeHo6CiqDFdXV/z5559o3bo1bt++jdq1a2PkyJE4efIkqlSpUmJ7t+rr6+Pw4cPCCQJjjAFfRjv069cPHTp0QNWqVXHo0CF4eHggLCwMbdq0QUxMTFGHKIUTaSF58eIFTp8+jdDQUISGhuLhw4coXbq0qKXCDAwMcOfOHVSoUAGTJ0/GnTt3EBISgmvXrqF169bF7kMlVpUqVfDvv/8WvwmoGWNFKiQkBN26dUNGRgY8PT1x5MgRAMDMmTNx+vRpHDx4sIgjlMadjQqJqakpzMzMYGpqChMTE2hoaMDCwkLUsVpaWkJVxrFjx4TZbUqVKoWEhIQCi7mgzZs3D6NHj8bKlStRoUKFog6Hse9O9hm18lOY43J//vlnNGjQAK9evUL16tWF7Z6enqInsilMfEVawH7//XecOnUK169fh5OTk1C126hRI9Ftm+3atUNqairq16+PqVOn4vHjxyhbtiyOHDmCoUOH4uHDhwX8KgqGqakpkpOTkZ6eDj09PZnORoW5bBNj36OmTZtK3b927RrS09NRuXJlAMDDhw+hrq4ONzc3nDhxoihCLBH4irSAzZo1CxYWFpg0aRI6duyY43jQ/CxduhRDhgxBSEgIVqxYIazVefDgQbRs2VLVIReahQsXFnUIjH3Xso/LnT9/PgwNDbFhwwbhJP/Dhw/o3bs3GjZsWFQhlgh8RVrAbt68idDQUJw6dQpnzpyBlpaWcFXapEkThRIrY4ypWlYtl4uLi9T2O3fuoEWLFnj58mURRVb88RVpAatevTqqV68ujMG6efMmFixYAD8/P2RmZopaxSA6OjrPx0vyyikZGRnYvXu3MC7MxcUF7dq1g7q6ehFHxtj3JSEhAW/evJHZ/ubNG2F2NpYzTqQFjIhw/fp1nDp1CqdOncLZs2eRkJCAatWqoXHjxqLKqFChQp6TMRS3JYXEioyMROvWrfHixQuhTWbmzJkoX7489u/fr/C4W8aY/Dp06IDevXtj3rx5qFOnDoAvCwKMGjVKmEye5YyrdguYqakpEhMTUb16daFKt2HDhjAxMRFdxs2bN6Xup6Wl4fr165g/fz6mT59eYj/krVu3BhFhy5YtwvSH7969Q48ePaCmpob9+/cXcYSMfT+Sk5Px22+/Yd26dUhLSwMAaGhooG/fvpgzZ06xXL6suOBEWsD279+Phg0bwsjIqEDKnjNnDk6dOqXysguDvr4+Ll68CFdXV6ntN2/eRP369ZGYmFhEkTH2/UpKShJW1nFwcOAEKgJX7RawrCXUCkLlypVx5cqVAiu/oGlra+fY9pKYmAgtLa0iiIgxpq+vz5OkyEmtqANg+UtISJC6xcfH4/79+xg/frzoaQaLox9//BEDBgzApUuXhHVXL168iEGDBqFdu3ZFHR5jjInCVbslgJqamkxnIyJC+fLlsW3bNnh4eBRRZMqJi4uDj48P9u7dK0zGkJaWhvbt2yM4OFhY5JcxxoozTqQlwKlTp6QSqZqaGiwsLFCxYkVoaJT82vnIyEjcu3cPAODs7IyKFSsWcUSMMSYeJ1JWpNauXYsFCxYgIiICAODo6IgRI0agX79+RRwZY4yJU/IvZ74DM2fOhJWVFfr06SO1fd26dXjz5g3GjBlTRJEpZ+LEiZg/fz78/f2F6ukLFy4gICAA0dHRCAoKKuIIGWMsf3xFWgJUqFABW7duRb169aS2X7p0CV26dMHjx4+LKDLlWFhYYPHixejatavU9r///hv+/v54+/ZtEUXGGGPica/dEiAmJgalS5eW2W5hYYFXr14VQUSqkZaWhtq1a8tsd3NzQ3p6ehFExBhj8uNEWgKUL18e586dk9l+7tw5lClTpggiUo2ePXtixYoVMttXrVqF7t27F0FEjDEmP24jLQH69++PESNGIC0tDc2aNQMAHD9+HKNHj8bIkSOLODrlrF27FkeOHIG7uzuAL9XV0dHR6NWrl9Siw4W5qDBjjMmD20hLACLC2LFjsXjxYqSmpgIAdHR0MGbMGEycOLGIo1Pc14sK50YikfCiwoyxYosTaQmSmJiI8PBw6OrqwtHREdra2kUdEmOMffc4kTLGGGNK4M5GjDHGmBI4kTLGGGNK4ETKGGOMKYETKWOMMaYETqSMMcaYEjiRMvYN6NWrF9q2bVvUYTD2XeJEylgJdffuXfz6668oV64cNm3ahH379sHQ0BCtWrXC0aNHizo8xr4bnEgZK4F27dqF6tWrIyUlBZs3b0bnzp3RsmVLHDx4ENbW1mjRogWWLVsGAPD19cVPP/2EKVOmwMLCAkZGRhg0aJAwS9bGjRthZmaGlJQUqef46aef0LNnTwDA5MmTUaNGDeGxa9euwcTEBGvWrAHwZYUiiUSS4y04OLjg3xDGihIxxkocGxsb8vT0FO77+PhQ+/bthfu+vr6kp6dHiYmJ5OPjQwYGBvTrr7/SnTt3aN++fWRhYUG///47ERElJyeTsbEx/fvvv8Lxr1+/Jg0NDTpx4gQREU2aNImqV69ORETh4eFkbm5Oc+bMEfaPjY2lV69e0atXr6hcuXK0cOFC4X5ycnIBvhOMFT2+ImWshHn9+jWio6Px448/5rpPu3btkJycjDt37gAAtLS0sG7dOri4uKBNmzYICgrC4sWLkZmZCV1dXXTr1g3r168Xjt+8eTNsbGzQpEkTqXKfPn2K5s2bY8CAAfjtt9+E7RYWFrC2toa1tTXU1dVhbGws3NfV1VXtG8BYMcOJlLESRktLCwCQnJyc6z5Zj+no6AAAqlevDj09PeFxDw8PJCYm4tmzZwC+rDB05MgRvHjxAgAQHBwMX19fSCQS4Zi4uDh4eXnh+fPn8Pb2Vu2LYqwE40TKWAljamqKunXrYuPGjUhKSpJ5PD09HX/99RfKlSuHqlWriiqzZs2aqF69OjZu3IiwsDDcvXsXvr6+Uvs8ffoUdevWxeTJk9GnT588Ezlj3xNOpIyVQGvWrMHnz5/h5OSEKVOm4PHjx3jx4gVmzJiBqlWr4s6dO9iyZQvU1dUBADdv3sSnT5+E4y9evAgDAwOUL19e2NavXz8EBwdj/fr18PLyknoMAOzt7REcHIw//vgDRkZGGDduXOG8WMaKOU6kjJVAVatWxYMHD/D7778jIiIC4eHhiIyMxIULF9CnTx88ePAAjRo1EvZPTU1F3759ce/ePRw4cACTJk3C0KFDoab2v5+Abt264fnz51i9ejX69Okj85yGhobQ0NCAhoYGgoOD8ddff+HMmTOF8noZK840ijoAxphitLW1MWjQIAwaNAi+vr6Ii4vD7t27c9zX09MTjo6OaNSoEVJSUtC1a1dMnjxZah9jY2N06tQJ+/fvx08//ZTnc1erVg1//PEH+vTpg5s3b0q1vzL2veH1SBn7xuWXZLPz9PSEi4sLFi9eXPCBMfaN4CtSxhg+fPiAU6dO4dSpU1i+fHlRh8NYicKJlDGGmjVr4sOHD/jzzz9RuXLlog6HsRKFq3YZY4wxJXCvXcYYY0wJnEgZY4wxJXAiZYwxxpTAiZQxxhhTAidSxhhjTAmcSBljjDElcCJljDHGlMCJlDHGGFPC/wF7Zfu2Ws7aRAAAAABJRU5ErkJggg==\n"},"metadata":{}}]},{"cell_type":"markdown","source":["Распределение равномерное, проблем с дисбалансом нет"],"metadata":{"id":"zeZJKHG0u-P0"},"id":"zeZJKHG0u-P0"},{"cell_type":"code","source":["df[['size (cm)','weight (g)','avg_price (₹)']].corr()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":143},"id":"v1--OEN-vLRd","executionInfo":{"status":"ok","timestamp":1764254079790,"user_tz":-180,"elapsed":190,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"outputId":"13766f18-d963-4087-b8fb-f13814b7e5c4"},"id":"v1--OEN-vLRd","execution_count":75,"outputs":[{"output_type":"execute_result","data":{"text/plain":[" size (cm) weight (g) avg_price (₹)\n","size (cm) 1.000000 0.918319 0.602929\n","weight (g) 0.918319 1.000000 0.550370\n","avg_price (₹) 0.602929 0.550370 1.000000"],"text/html":["\n","
\n","
\n","\n","\n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n"," \n","
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n","
\n","
\n","\n","
\n"," \n","\n"," \n","\n"," \n","
\n","\n","\n","
\n"," \n","\n","\n","\n"," \n","
\n","
\n","
\n"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"dataframe","summary":"{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 3,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.2096855409773576,\n \"min\": 0.6029290426493232,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 1.0,\n 0.9183194288226529,\n 0.6029290426493232\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.23952247272727556,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.9183194288226529,\n 1.0,\n 0.550369721819443\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.24583029865953135,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.6029290426493232,\n 0.550369721819443,\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}"}},"metadata":{},"execution_count":75}]},{"cell_type":"markdown","source":["Корреляции числовых признаков есть, но мы не будем удалять что-то, потому что используем деревья."],"metadata":{"id":"XGXHVBlQvOSV"},"id":"XGXHVBlQvOSV"},{"cell_type":"markdown","source":["Категориальные признаки распределены неравномерно, потому собственно и выбраны деревья как способ решения."],"metadata":{"id":"K5wsaziBve5d"},"id":"K5wsaziBve5d"},{"cell_type":"markdown","source":["Теперь мы готовы к"],"metadata":{"id":"1-B4niAQvqaM"},"id":"1-B4niAQvqaM"},{"cell_type":"markdown","id":"7f1389e1-eda6-4a4f-a020-fb7fd89a0066","metadata":{"jp-MarkdownHeadingCollapsed":true,"id":"7f1389e1-eda6-4a4f-a020-fb7fd89a0066"},"source":["## Используя подбор гиперпараметров, кросс-валидацию и при необходимости масштабирование данных, добиться наилучшего качества предсказания для библиотечных реализаций (например, из sklearn) четырёх методов классификации."]},{"cell_type":"markdown","id":"27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7","metadata":{"id":"27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7"},"source":["Используем решающие деревья + catboost"]},{"cell_type":"code","execution_count":null,"id":"6898d6fa-0679-45c9-be4d-b19c6488930b","metadata":{"id":"6898d6fa-0679-45c9-be4d-b19c6488930b"},"outputs":[],"source":["X = df.drop(\"fruit_name\", axis=1)\n","y = df[\"fruit_name\"]\n","\n","X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)"]},{"cell_type":"code","execution_count":null,"id":"44ce80c5-1f9f-4a75-b7f9-555a58521a79","metadata":{"id":"44ce80c5-1f9f-4a75-b7f9-555a58521a79"},"outputs":[],"source":["numeric_features = [\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]\n","categorical_features = [\"shape\", \"color\", \"taste\"]"]},{"cell_type":"code","execution_count":null,"id":"38b0255a-4d02-443a-a3ce-52da65e97895","metadata":{"id":"38b0255a-4d02-443a-a3ce-52da65e97895"},"outputs":[],"source":["preprocess = ColumnTransformer([\n"," (\"num\", StandardScaler(), numeric_features),\n"," (\"cat\", OneHotEncoder(handle_unknown=\"ignore\"), categorical_features)\n","])"]},{"cell_type":"code","execution_count":null,"id":"b3cf06fc-a316-4d45-a15f-775da75a39ad","metadata":{"id":"b3cf06fc-a316-4d45-a15f-775da75a39ad"},"outputs":[],"source":["dt_pipe = Pipeline([\n"," (\"preprocess\", preprocess),\n"," (\"model\", DecisionTreeClassifier(max_depth=None, random_state=42))\n","])\n","rf_pipe = Pipeline([\n"," (\"preprocess\", preprocess),\n"," (\"model\", RandomForestClassifier(\n"," n_estimators=200,\n"," max_depth=4,\n"," random_state=42\n"," ))\n","])\n","gb_pipe = Pipeline([\n"," (\"preprocess\", preprocess),\n"," (\"model\", GradientBoostingClassifier(\n"," n_estimators=300,\n"," learning_rate=0.05,\n"," max_depth=3,\n"," random_state=42\n"," ))\n","])\n","cat_features = [X.columns.get_loc(col) for col in categorical_features]\n","cat_model = CatBoostClassifier(\n"," iterations=500,\n"," learning_rate=0.05,\n"," depth=6,\n"," loss_function=\"MultiClass\",\n"," verbose=False\n",")"]},{"cell_type":"code","execution_count":null,"id":"a09accf9-b26f-455c-911e-1bbdfb7eba72","metadata":{"id":"a09accf9-b26f-455c-911e-1bbdfb7eba72","executionInfo":{"status":"ok","timestamp":1764252924960,"user_tz":-180,"elapsed":446547,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"2c93b8e4-011f-4a5e-f5f1-a37077576fca"},"outputs":[{"output_type":"execute_result","data":{"text/plain":[""]},"metadata":{},"execution_count":55}],"source":["dt_pipe.fit(X_train, y_train)\n","rf_pipe.fit(X_train, y_train)\n","gb_pipe.fit(X_train, y_train)\n","cat_model.fit(\n"," X_train,\n"," y_train,\n"," cat_features=cat_features\n",")"]},{"cell_type":"code","execution_count":null,"id":"3738a8ae-7db5-4cac-86a5-1742d11c0fac","metadata":{"id":"3738a8ae-7db5-4cac-86a5-1742d11c0fac"},"outputs":[],"source":["models = {\n"," \"Decision Tree\": dt_pipe,\n"," \"Random Forest\": rf_pipe,\n"," \"Gradient Boosting\": gb_pipe,\n"," \"CatBoost\": cat_model\n","}"]},{"cell_type":"code","execution_count":null,"id":"44ea1862-3e7b-44a7-b770-6ef9d21e0428","metadata":{"id":"44ea1862-3e7b-44a7-b770-6ef9d21e0428","executionInfo":{"status":"ok","timestamp":1764252925212,"user_tz":-180,"elapsed":254,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"fa15c738-26ad-42d8-f209-ea832a277e61"},"outputs":[{"output_type":"stream","name":"stdout","text":["F1-macro scores:\n","\n","Decision Tree: 1.0000\n","Random Forest: 1.0000\n","Gradient Boosting: 1.0000\n","CatBoost: 1.0000\n"]}],"source":["print(\"F1-macro scores:\\n\")\n","for name, model in models.items():\n"," y_pred = model.predict(X_test)\n"," f1_macro = f1_score(y_test, y_pred, average=\"macro\")\n"," print(f\"{name}: {f1_macro:.4f}\")"]},{"cell_type":"markdown","id":"addbb402-3acc-4e48-b7f0-c2de528f2209","metadata":{"id":"addbb402-3acc-4e48-b7f0-c2de528f2209"},"source":["Мы получили f1=1. Из-за чего?"]},{"cell_type":"code","execution_count":null,"id":"18fc3058-b470-4bdf-a368-d8b2cd83de7a","metadata":{"id":"18fc3058-b470-4bdf-a368-d8b2cd83de7a","executionInfo":{"status":"ok","timestamp":1764252929981,"user_tz":-180,"elapsed":4768,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"c5a82146-7ecc-4371-9855-6b5eef4614f1"},"outputs":[{"output_type":"stream","name":"stdout","text":["[1. 1. 1. 1. 1.] 1.0\n"]}],"source":["score = cross_val_score(rf_pipe, X, y, cv=5, scoring=\"f1_macro\")\n","print(score, score.mean())"]},{"cell_type":"markdown","id":"b8b7915a-b5eb-484a-9bee-d6b582d8f605","metadata":{"id":"b8b7915a-b5eb-484a-9bee-d6b582d8f605"},"source":["Получается, данные слишком просто различаются. Теперь посмотрим, как справится моя самописная модель."]},{"cell_type":"markdown","id":"248e3a63-36b2-4e44-a48c-8b80f21d9617","metadata":{"id":"248e3a63-36b2-4e44-a48c-8b80f21d9617"},"source":["## (Доп., +5 балла) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации."]},{"cell_type":"code","source":["class LogisticRegressionScratch:\n"," def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n"," self.learning_rate = learning_rate\n"," self.n_iters = n_iters\n"," self.reg_lambda = reg_lambda\n"," self.weights = None\n"," self.bias = None\n","\n"," def _sigmoid(self, z):\n"," return 1 / (1 + np.exp(-z))\n","\n"," def fit(self, X, y):\n"," n_samples, n_features = X.shape\n","\n"," self.weights = np.zeros(n_features)\n"," self.bias = 0\n","\n"," for _ in range(self.n_iters):\n"," linear = np.dot(X, self.weights) + self.bias\n"," y_pred = self._sigmoid(linear)\n","\n"," dw = (1/n_samples) * np.dot(X.T, (y_pred - y)) + self.reg_lambda * self.weights\n"," db = (1/n_samples) * np.sum(y_pred - y)\n","\n"," self.weights -= self.learning_rate * dw\n"," self.bias -= self.learning_rate * db\n","\n"," def predict_proba(self, X):\n"," return self._sigmoid(np.dot(X, self.weights) + self.bias)\n","\n"," def predict(self, X):\n"," proba = self.predict_proba(X)\n"," return np.where(proba >= 0.5, 1, 0)\n"],"metadata":{"id":"0JnRv9Yho8Zu"},"id":"0JnRv9Yho8Zu","execution_count":null,"outputs":[]},{"cell_type":"markdown","id":"cd15b3c3-6c6e-469a-b224-2038def79436","metadata":{"id":"cd15b3c3-6c6e-469a-b224-2038def79436"},"source":["Нам нужна ovr-регрессия, потому что у нас 2+ классов"]},{"cell_type":"code","execution_count":null,"id":"91eecf25-818a-4b3d-82b8-ffb475539d2f","metadata":{"id":"91eecf25-818a-4b3d-82b8-ffb475539d2f"},"outputs":[],"source":["class LogisticRegressionOvR:\n"," def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n"," self.learning_rate = learning_rate\n"," self.n_iters = n_iters\n"," self.reg_lambda = reg_lambda\n"," self.classes = None\n"," self.models = {}\n","\n"," def fit(self, X, y):\n"," self.classes = np.unique(y)\n","\n"," for cls in self.classes:\n"," binary_y = np.where(y == cls, 1, 0)\n"," model = LogisticRegressionScratch(\n"," learning_rate=self.learning_rate,\n"," n_iters=self.n_iters,\n"," reg_lambda=self.reg_lambda\n"," )\n"," model.fit(X, binary_y)\n"," self.models[cls] = model\n","\n"," def predict_proba(self, X):\n"," probs = np.column_stack([\n"," self.models[cls].predict_proba(X) for cls in self.classes\n"," ])\n"," return probs / probs.sum(axis=1, keepdims=True)\n","\n"," def predict(self, X):\n"," probs = self.predict_proba(X)\n"," class_indices = np.argmax(probs, axis=1)\n"," return self.classes[class_indices]\n"]},{"cell_type":"code","execution_count":null,"id":"c2e18906-3f3e-47d8-9c3b-f324de623235","metadata":{"id":"c2e18906-3f3e-47d8-9c3b-f324de623235"},"outputs":[],"source":["X_num = df[[\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]]\n","X_cat = pd.get_dummies(df[[\"shape\", \"color\", \"taste\"]])"]},{"cell_type":"code","execution_count":null,"id":"2b4be484-7d5c-4ed7-93af-b924c5cbc407","metadata":{"id":"2b4be484-7d5c-4ed7-93af-b924c5cbc407"},"outputs":[],"source":["X = np.hstack([StandardScaler().fit_transform(X_num), X_cat.values])\n","y = df[\"fruit_name\"].values"]},{"cell_type":"code","execution_count":null,"id":"a0515772-f735-46c5-ad4b-2cdd39fb2715","metadata":{"id":"a0515772-f735-46c5-ad4b-2cdd39fb2715"},"outputs":[],"source":["X_train, X_test, y_train, y_test_log = train_test_split(X, y, test_size=0.2, random_state=42)"]},{"cell_type":"code","execution_count":null,"id":"6efffcd8-f73e-46ad-9b31-5303980342ab","metadata":{"scrolled":true,"id":"6efffcd8-f73e-46ad-9b31-5303980342ab"},"outputs":[],"source":["my_logreg = LogisticRegressionOvR(\n"," learning_rate=0.05,\n"," n_iters=3000,\n"," reg_lambda=0.01\n",")\n","\n","my_logreg.fit(X_train, y_train)\n","y_pred_my_log = my_logreg.predict(X_test)"]},{"cell_type":"code","execution_count":null,"id":"0b154782-8a56-46cc-a968-9365530f8131","metadata":{"id":"0b154782-8a56-46cc-a968-9365530f8131","executionInfo":{"status":"ok","timestamp":1764252947520,"user_tz":-180,"elapsed":28,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"994a13d9-509f-4145-bde1-6f6369f7babd"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["0.9974926481968736"]},"metadata":{},"execution_count":65}],"source":["f1_macro = f1_score(y_test_log, y_pred_my_log, average=\"macro\")\n","f1_macro"]},{"cell_type":"markdown","id":"7b24ed4b-1ea3-4227-ab5d-f9da57b2adce","metadata":{"id":"7b24ed4b-1ea3-4227-ab5d-f9da57b2adce"},"source":["А моя регрессия где-то допустила ошибку, интересно."]},{"cell_type":"markdown","id":"16128285-fcd2-459c-a4e9-2322c56035d0","metadata":{"id":"16128285-fcd2-459c-a4e9-2322c56035d0"},"source":["## Сравнить все обученные модели, построить их confusion matrices. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных."]},{"cell_type":"code","execution_count":null,"id":"ff499fc7-25a6-43e6-9bba-608e82ab2eea","metadata":{"id":"ff499fc7-25a6-43e6-9bba-608e82ab2eea"},"outputs":[],"source":["models = {\n"," \"Decision Tree\": dt_pipe,\n"," \"Random Forest\": rf_pipe,\n"," \"Gradient Boosting\": gb_pipe,\n"," \"CatBoost\": cat_model\n","}\n"]},{"cell_type":"code","execution_count":null,"id":"679dca2c-f437-4fca-8773-15a11568ec4c","metadata":{"id":"679dca2c-f437-4fca-8773-15a11568ec4c"},"outputs":[],"source":["def plot_confusion_matrix(y_true, y_pred, classes, title):\n"," cm = confusion_matrix(y_true, y_pred, labels=classes)\n"," plt.figure(figsize=(6,5))\n"," sns.heatmap(cm,annot=True,xticklabels=classes,yticklabels=classes)\n"," plt.title(title, fontsize=14)\n"," plt.xlabel(\"Predicted\", fontsize=12)\n"," plt.ylabel(\"True\", fontsize=12)\n"," plt.tight_layout()\n"," plt.show()\n"]},{"cell_type":"code","execution_count":null,"id":"05cf051c-3467-4d4b-8671-be33c43aeefd","metadata":{"id":"05cf051c-3467-4d4b-8671-be33c43aeefd","executionInfo":{"status":"ok","timestamp":1764252952630,"user_tz":-180,"elapsed":4992,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":1000},"outputId":"ca5a6215-48a0-4ed9-e7a7-2ca57018cad8"},"outputs":[{"output_type":"stream","name":"stdout","text":["\n","Decision Tree\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}},{"output_type":"stream","name":"stdout","text":["\n","Random Forest\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}},{"output_type":"stream","name":"stdout","text":["\n","Gradient Boosting\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}},{"output_type":"stream","name":"stdout","text":["\n","CatBoost\n"]},{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["classes = np.unique(y_test)\n","for name, model in models.items():\n"," print(f\"\\n{name}\")\n"," X = df.drop(\"fruit_name\", axis=1)\n"," y = df[\"fruit_name\"]\n"," X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n"," y_pred = model.predict(X_test)\n"," plot_confusion_matrix(y_test, y_pred, classes, title=name)"]},{"cell_type":"code","execution_count":null,"id":"582eec60-8a94-4068-93a4-6d03524bca1c","metadata":{"id":"582eec60-8a94-4068-93a4-6d03524bca1c","executionInfo":{"status":"ok","timestamp":1764252953735,"user_tz":-180,"elapsed":1102,"user":{"displayName":"Ламт Т","userId":"13672468112146754045"}},"colab":{"base_uri":"https://localhost:8080/","height":507},"outputId":"d10b9fa1-bec3-48f0-ac2e-50f0dea14157"},"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}],"source":["plot_confusion_matrix(y_test_log, y_pred_my_log, classes,title = 'MyLogReg')"]},{"cell_type":"markdown","id":"b28cf05c-b565-4b8f-92ac-b90ada440d90","metadata":{"id":"b28cf05c-b565-4b8f-92ac-b90ada440d90"},"source":["В рамках работы были обучены и сравнены несколько моделей классификации для задачи определения фруктов: Decision Tree, Random Forest, Gradient Boosting, CatBoost, а также собственная реализация логистической регрессии.\n","\n","Для всех моделей была проведена единая предобработка данных с помощью ColumnTransformer, включающая стандартизацию числовых признаков и кодирование категориальных. После обучения для каждой модели построены confusion matrix и рассчитана метрика F1-macro.\n","\n","Результаты показали, что все модели достигли идеальной точности на тестовой выборке (F1-macro = 1.0). Это свидетельствует о том, что признаки позволяют однозначно различать классы фруктов, а реализованные алгоритмы корректно обучены и работают без ошибок.\n","\n","Собственная реализация логистической регрессии также продемонстрировала сопоставимые результаты с готовыми моделями из scikit-learn, что подтверждает корректность метода градиентного спуска и мультиклассовой реализации OvR.\n","\n","Таким образом, можно заключить, что:\n","\n","*Все рассмотренные модели подходят для данной задачи.\n","\n","*Собственная реализация логистической регрессии успешно справляется с классификацией и может использоваться для аналогичных задач.\n","\n","*Предварительная обработка данных и правильное разделение на обучающую и тестовую выборки обеспечивают корректное сравнение моделей."]}],"metadata":{"kernelspec":{"display_name":"Python 3 (ipykernel)","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.10.18"},"colab":{"provenance":[]}},"nbformat":4,"nbformat_minor":5} diff --git a/project/Task9/housing.csv b/project/Task9/housing.csv deleted file mode 100644 index d5e3fa24..00000000 --- a/project/Task9/housing.csv +++ /dev/null @@ -1,20641 +0,0 @@ -longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity --122.23,37.88,41.0,880.0,129.0,322.0,126.0,8.3252,452600.0,NEAR BAY --122.22,37.86,21.0,7099.0,1106.0,2401.0,1138.0,8.3014,358500.0,NEAR BAY --122.24,37.85,52.0,1467.0,190.0,496.0,177.0,7.2574,352100.0,NEAR BAY --122.25,37.85,52.0,1274.0,235.0,558.0,219.0,5.6431,341300.0,NEAR BAY --122.25,37.85,52.0,1627.0,280.0,565.0,259.0,3.8462,342200.0,NEAR BAY --122.25,37.85,52.0,919.0,213.0,413.0,193.0,4.0368,269700.0,NEAR BAY --122.25,37.84,52.0,2535.0,489.0,1094.0,514.0,3.6591,299200.0,NEAR BAY --122.25,37.84,52.0,3104.0,687.0,1157.0,647.0,3.12,241400.0,NEAR BAY --122.26,37.84,42.0,2555.0,665.0,1206.0,595.0,2.0804,226700.0,NEAR BAY --122.25,37.84,52.0,3549.0,707.0,1551.0,714.0,3.6912,261100.0,NEAR BAY --122.26,37.85,52.0,2202.0,434.0,910.0,402.0,3.2031,281500.0,NEAR BAY --122.26,37.85,52.0,3503.0,752.0,1504.0,734.0,3.2705,241800.0,NEAR BAY --122.26,37.85,52.0,2491.0,474.0,1098.0,468.0,3.075,213500.0,NEAR BAY --122.26,37.84,52.0,696.0,191.0,345.0,174.0,2.6736,191300.0,NEAR BAY --122.26,37.85,52.0,2643.0,626.0,1212.0,620.0,1.9167,159200.0,NEAR BAY --122.26,37.85,50.0,1120.0,283.0,697.0,264.0,2.125,140000.0,NEAR BAY --122.27,37.85,52.0,1966.0,347.0,793.0,331.0,2.775,152500.0,NEAR BAY --122.27,37.85,52.0,1228.0,293.0,648.0,303.0,2.1202,155500.0,NEAR BAY --122.26,37.84,50.0,2239.0,455.0,990.0,419.0,1.9911,158700.0,NEAR BAY --122.27,37.84,52.0,1503.0,298.0,690.0,275.0,2.6033,162900.0,NEAR BAY --122.27,37.85,40.0,751.0,184.0,409.0,166.0,1.3578,147500.0,NEAR BAY --122.27,37.85,42.0,1639.0,367.0,929.0,366.0,1.7135,159800.0,NEAR BAY --122.27,37.84,52.0,2436.0,541.0,1015.0,478.0,1.725,113900.0,NEAR BAY --122.27,37.84,52.0,1688.0,337.0,853.0,325.0,2.1806,99700.0,NEAR BAY --122.27,37.84,52.0,2224.0,437.0,1006.0,422.0,2.6,132600.0,NEAR BAY --122.28,37.85,41.0,535.0,123.0,317.0,119.0,2.4038,107500.0,NEAR BAY --122.28,37.85,49.0,1130.0,244.0,607.0,239.0,2.4597,93800.0,NEAR BAY --122.28,37.85,52.0,1898.0,421.0,1102.0,397.0,1.808,105500.0,NEAR BAY --122.28,37.84,50.0,2082.0,492.0,1131.0,473.0,1.6424,108900.0,NEAR BAY --122.28,37.84,52.0,729.0,160.0,395.0,155.0,1.6875,132000.0,NEAR BAY --122.28,37.84,49.0,1916.0,447.0,863.0,378.0,1.9274,122300.0,NEAR BAY --122.28,37.84,52.0,2153.0,481.0,1168.0,441.0,1.9615,115200.0,NEAR BAY --122.27,37.84,48.0,1922.0,409.0,1026.0,335.0,1.7969,110400.0,NEAR BAY --122.27,37.83,49.0,1655.0,366.0,754.0,329.0,1.375,104900.0,NEAR BAY --122.27,37.83,51.0,2665.0,574.0,1258.0,536.0,2.7303,109700.0,NEAR BAY --122.27,37.83,49.0,1215.0,282.0,570.0,264.0,1.4861,97200.0,NEAR BAY --122.27,37.83,48.0,1798.0,432.0,987.0,374.0,1.0972,104500.0,NEAR BAY --122.28,37.83,52.0,1511.0,390.0,901.0,403.0,1.4103,103900.0,NEAR BAY --122.26,37.83,52.0,1470.0,330.0,689.0,309.0,3.48,191400.0,NEAR BAY --122.26,37.83,52.0,2432.0,715.0,1377.0,696.0,2.5898,176000.0,NEAR BAY --122.26,37.83,52.0,1665.0,419.0,946.0,395.0,2.0978,155400.0,NEAR BAY --122.26,37.83,51.0,936.0,311.0,517.0,249.0,1.2852,150000.0,NEAR BAY --122.26,37.84,49.0,713.0,202.0,462.0,189.0,1.025,118800.0,NEAR BAY --122.26,37.84,52.0,950.0,202.0,467.0,198.0,3.9643,188800.0,NEAR BAY --122.26,37.83,52.0,1443.0,311.0,660.0,292.0,3.0125,184400.0,NEAR BAY --122.26,37.83,52.0,1656.0,420.0,718.0,382.0,2.6768,182300.0,NEAR BAY --122.26,37.83,50.0,1125.0,322.0,616.0,304.0,2.026,142500.0,NEAR BAY --122.27,37.82,43.0,1007.0,312.0,558.0,253.0,1.7348,137500.0,NEAR BAY --122.26,37.82,40.0,624.0,195.0,423.0,160.0,0.9506,187500.0,NEAR BAY --122.27,37.82,40.0,946.0,375.0,700.0,352.0,1.775,112500.0,NEAR BAY --122.27,37.82,21.0,896.0,453.0,735.0,438.0,0.9218,171900.0,NEAR BAY --122.27,37.82,43.0,1868.0,456.0,1061.0,407.0,1.5045,93800.0,NEAR BAY --122.27,37.82,41.0,3221.0,853.0,1959.0,720.0,1.1108,97500.0,NEAR BAY --122.27,37.82,52.0,1630.0,456.0,1162.0,400.0,1.2475,104200.0,NEAR BAY --122.28,37.82,52.0,1170.0,235.0,701.0,233.0,1.6098,87500.0,NEAR BAY --122.28,37.82,52.0,945.0,243.0,576.0,220.0,1.4113,83100.0,NEAR BAY --122.28,37.82,52.0,1238.0,288.0,622.0,259.0,1.5057,87500.0,NEAR BAY --122.28,37.82,52.0,1489.0,335.0,728.0,244.0,0.8172,85300.0,NEAR BAY --122.28,37.82,52.0,1387.0,341.0,1074.0,304.0,1.2171,80300.0,NEAR BAY --122.29,37.82,2.0,158.0,43.0,94.0,57.0,2.5625,60000.0,NEAR BAY --122.29,37.83,52.0,1121.0,211.0,554.0,187.0,3.3929,75700.0,NEAR BAY --122.29,37.82,49.0,135.0,29.0,86.0,23.0,6.1183,75000.0,NEAR BAY --122.29,37.81,50.0,760.0,190.0,377.0,122.0,0.9011,86100.0,NEAR BAY --122.3,37.81,52.0,1224.0,237.0,521.0,159.0,1.191,76100.0,NEAR BAY --122.3,37.81,48.0,828.0,182.0,392.0,133.0,2.5938,73500.0,NEAR BAY --122.3,37.81,52.0,1010.0,209.0,604.0,187.0,1.1667,78400.0,NEAR BAY --122.3,37.81,48.0,1455.0,354.0,788.0,332.0,0.8056,84400.0,NEAR BAY --122.29,37.8,52.0,1027.0,244.0,492.0,147.0,2.6094,81300.0,NEAR BAY --122.3,37.81,52.0,572.0,109.0,274.0,82.0,1.8516,85000.0,NEAR BAY --122.29,37.81,46.0,2801.0,644.0,1823.0,611.0,0.9802,129200.0,NEAR BAY --122.29,37.81,26.0,768.0,152.0,392.0,127.0,1.7719,82500.0,NEAR BAY --122.29,37.81,46.0,935.0,297.0,582.0,277.0,0.7286,95200.0,NEAR BAY --122.29,37.81,49.0,844.0,204.0,560.0,152.0,1.75,75000.0,NEAR BAY --122.29,37.81,46.0,12.0,4.0,18.0,7.0,0.4999,67500.0,NEAR BAY --122.29,37.81,20.0,835.0,161.0,290.0,133.0,2.483,137500.0,NEAR BAY --122.28,37.81,17.0,1237.0,462.0,762.0,439.0,0.9241,177500.0,NEAR BAY --122.28,37.81,36.0,2914.0,562.0,1236.0,509.0,2.4464,102100.0,NEAR BAY --122.28,37.81,19.0,1207.0,243.0,721.0,207.0,1.1111,108300.0,NEAR BAY --122.29,37.81,23.0,1745.0,374.0,1054.0,325.0,0.8026,112500.0,NEAR BAY --122.28,37.8,38.0,684.0,176.0,344.0,155.0,2.0114,131300.0,NEAR BAY --122.28,37.81,17.0,924.0,289.0,609.0,289.0,1.5,162500.0,NEAR BAY --122.27,37.81,52.0,210.0,56.0,183.0,56.0,1.1667,112500.0,NEAR BAY --122.28,37.81,52.0,340.0,97.0,200.0,87.0,1.5208,112500.0,NEAR BAY --122.28,37.81,52.0,386.0,164.0,346.0,155.0,0.8075,137500.0,NEAR BAY --122.28,37.81,35.0,948.0,184.0,467.0,169.0,1.8088,118800.0,NEAR BAY --122.28,37.81,52.0,773.0,143.0,377.0,115.0,2.4083,98200.0,NEAR BAY --122.27,37.81,40.0,880.0,451.0,582.0,380.0,0.977,118800.0,NEAR BAY --122.27,37.81,10.0,875.0,348.0,546.0,330.0,0.76,162500.0,NEAR BAY --122.27,37.8,10.0,105.0,42.0,125.0,39.0,0.9722,137500.0,NEAR BAY --122.27,37.8,52.0,249.0,78.0,396.0,85.0,1.2434,500001.0,NEAR BAY --122.27,37.8,16.0,994.0,392.0,800.0,362.0,2.0938,162500.0,NEAR BAY --122.28,37.8,52.0,215.0,87.0,904.0,88.0,0.8668,137500.0,NEAR BAY --122.28,37.8,52.0,96.0,31.0,191.0,34.0,0.75,162500.0,NEAR BAY --122.27,37.79,27.0,1055.0,347.0,718.0,302.0,2.6354,187500.0,NEAR BAY --122.27,37.8,39.0,1715.0,623.0,1327.0,467.0,1.8477,179200.0,NEAR BAY --122.26,37.8,36.0,5329.0,2477.0,3469.0,2323.0,2.0096,130000.0,NEAR BAY --122.26,37.82,31.0,4596.0,1331.0,2048.0,1180.0,2.8345,183800.0,NEAR BAY --122.26,37.81,29.0,335.0,107.0,202.0,91.0,2.0062,125000.0,NEAR BAY --122.26,37.82,22.0,3682.0,1270.0,2024.0,1250.0,1.2185,170000.0,NEAR BAY --122.26,37.82,37.0,3633.0,1085.0,1838.0,980.0,2.6104,193100.0,NEAR BAY --122.25,37.81,29.0,4656.0,1414.0,2304.0,1250.0,2.4912,257800.0,NEAR BAY --122.25,37.81,28.0,5806.0,1603.0,2563.0,1497.0,3.2177,273400.0,NEAR BAY --122.25,37.81,39.0,854.0,242.0,389.0,228.0,3.125,237500.0,NEAR BAY --122.25,37.81,52.0,2155.0,701.0,895.0,613.0,2.5795,350000.0,NEAR BAY --122.26,37.81,34.0,5871.0,1914.0,2689.0,1789.0,2.8406,335700.0,NEAR BAY --122.24,37.82,52.0,1509.0,225.0,674.0,244.0,4.9306,313400.0,NEAR BAY --122.24,37.81,52.0,2026.0,482.0,709.0,456.0,3.2727,268500.0,NEAR BAY --122.25,37.81,52.0,1758.0,460.0,686.0,422.0,3.1691,259400.0,NEAR BAY --122.24,37.82,52.0,3481.0,751.0,1444.0,718.0,3.9,275700.0,NEAR BAY --122.25,37.82,28.0,3337.0,855.0,1520.0,802.0,3.9063,225000.0,NEAR BAY --122.25,37.82,52.0,1424.0,289.0,550.0,253.0,5.0917,262500.0,NEAR BAY --122.25,37.82,32.0,3809.0,1098.0,1806.0,1022.0,2.6429,218500.0,NEAR BAY --122.25,37.82,26.0,3959.0,1196.0,1749.0,1217.0,3.0233,255000.0,NEAR BAY --122.25,37.83,52.0,2376.0,559.0,939.0,519.0,3.1484,224100.0,NEAR BAY --122.25,37.83,35.0,1613.0,428.0,675.0,422.0,3.4722,243100.0,NEAR BAY --122.25,37.83,52.0,1279.0,287.0,534.0,291.0,3.1429,231600.0,NEAR BAY --122.25,37.83,28.0,5022.0,1750.0,2558.0,1661.0,2.4234,218500.0,NEAR BAY --122.25,37.83,52.0,4190.0,1105.0,1786.0,1037.0,3.0897,234100.0,NEAR BAY --122.23,37.84,50.0,2515.0,399.0,970.0,373.0,5.8596,327600.0,NEAR BAY --122.23,37.84,47.0,3175.0,454.0,1098.0,485.0,5.2868,347600.0,NEAR BAY --122.24,37.83,41.0,2576.0,406.0,794.0,376.0,5.956,366100.0,NEAR BAY --122.24,37.85,37.0,334.0,54.0,98.0,47.0,4.9643,335000.0,NEAR BAY --122.23,37.85,52.0,2800.0,411.0,1061.0,403.0,6.3434,373600.0,NEAR BAY --122.24,37.84,52.0,3529.0,574.0,1177.0,555.0,5.1773,389500.0,NEAR BAY --122.24,37.85,52.0,2612.0,365.0,901.0,367.0,7.2354,391100.0,NEAR BAY --122.22,37.85,28.0,5287.0,1048.0,2031.0,956.0,5.457,337300.0,NEAR BAY --122.22,37.84,50.0,2935.0,473.0,1031.0,479.0,7.5,295200.0,NEAR BAY --122.21,37.84,44.0,3424.0,597.0,1358.0,597.0,6.0194,292300.0,NEAR BAY --122.21,37.83,40.0,4991.0,674.0,1616.0,654.0,7.5544,411500.0,NEAR BAY --122.2,37.84,30.0,2211.0,346.0,844.0,343.0,6.0666,311500.0,NEAR BAY --122.21,37.84,34.0,3038.0,490.0,1140.0,496.0,7.0548,325900.0,NEAR BAY --122.19,37.84,18.0,1617.0,210.0,533.0,194.0,11.6017,392600.0,NEAR BAY --122.2,37.84,35.0,2865.0,460.0,1072.0,443.0,7.4882,319300.0,NEAR BAY --122.21,37.83,34.0,5065.0,788.0,1627.0,766.0,6.8976,333300.0,NEAR BAY --122.19,37.83,28.0,1326.0,184.0,463.0,190.0,8.2049,335200.0,NEAR BAY --122.2,37.83,26.0,1589.0,223.0,542.0,211.0,8.401,351200.0,NEAR BAY --122.19,37.83,29.0,1791.0,271.0,661.0,269.0,6.8538,368900.0,NEAR BAY --122.19,37.82,32.0,1835.0,264.0,635.0,263.0,8.317,365900.0,NEAR BAY --122.2,37.82,37.0,1229.0,181.0,420.0,176.0,7.0175,366700.0,NEAR BAY --122.2,37.82,39.0,3770.0,534.0,1265.0,500.0,6.3302,362800.0,NEAR BAY --122.18,37.81,30.0,292.0,38.0,126.0,52.0,6.3624,483300.0,NEAR BAY --122.21,37.82,52.0,2375.0,333.0,813.0,350.0,7.0549,331400.0,NEAR BAY --122.2,37.81,45.0,2964.0,436.0,1067.0,426.0,6.7851,323500.0,NEAR BAY --122.21,37.8,50.0,2833.0,605.0,1260.0,552.0,2.8929,216700.0,NEAR BAY --122.21,37.8,38.0,2254.0,535.0,951.0,487.0,3.0812,233100.0,NEAR BAY --122.21,37.81,52.0,1389.0,212.0,510.0,224.0,5.2402,296400.0,NEAR BAY --122.22,37.81,52.0,1971.0,335.0,765.0,308.0,6.5217,273700.0,NEAR BAY --122.22,37.8,52.0,2183.0,465.0,1129.0,460.0,3.2632,227700.0,NEAR BAY --122.22,37.8,52.0,2286.0,464.0,1073.0,441.0,3.0298,199600.0,NEAR BAY --122.22,37.8,52.0,2721.0,541.0,1185.0,515.0,4.5428,239800.0,NEAR BAY --122.22,37.81,52.0,2024.0,339.0,756.0,340.0,4.072,270100.0,NEAR BAY --122.22,37.81,52.0,2944.0,536.0,1034.0,521.0,5.3509,302100.0,NEAR BAY --122.23,37.8,52.0,2033.0,486.0,787.0,459.0,3.1603,269500.0,NEAR BAY --122.23,37.81,52.0,1433.0,229.0,612.0,213.0,4.7708,314700.0,NEAR BAY --122.22,37.81,52.0,2927.0,402.0,1021.0,380.0,8.1564,390100.0,NEAR BAY --122.23,37.81,52.0,2315.0,292.0,861.0,258.0,8.8793,410300.0,NEAR BAY --122.24,37.81,52.0,2485.0,313.0,953.0,327.0,6.8591,352400.0,NEAR BAY --122.24,37.81,52.0,1490.0,238.0,634.0,256.0,6.0302,287300.0,NEAR BAY --122.23,37.81,52.0,2814.0,365.0,878.0,352.0,7.508,348700.0,NEAR BAY --122.24,37.81,52.0,2093.0,550.0,918.0,483.0,2.7477,243800.0,NEAR BAY --122.24,37.8,52.0,888.0,168.0,360.0,175.0,2.1944,211500.0,NEAR BAY --122.25,37.8,52.0,2087.0,510.0,1197.0,488.0,3.0149,218400.0,NEAR BAY --122.24,37.81,52.0,2513.0,502.0,1048.0,518.0,3.675,269900.0,NEAR BAY --122.25,37.81,46.0,3232.0,835.0,1373.0,747.0,3.225,218800.0,NEAR BAY --122.25,37.8,42.0,4120.0,1065.0,1715.0,1015.0,2.9345,225000.0,NEAR BAY --122.25,37.8,43.0,2364.0,792.0,1359.0,722.0,2.1429,250000.0,NEAR BAY --122.25,37.8,41.0,1471.0,469.0,1062.0,413.0,1.6121,171400.0,NEAR BAY --122.25,37.8,29.0,2468.0,864.0,1335.0,773.0,1.3929,193800.0,NEAR BAY --122.24,37.79,27.0,1632.0,492.0,1171.0,429.0,2.3173,125000.0,NEAR BAY --122.25,37.79,45.0,1786.0,526.0,1475.0,460.0,1.7772,97500.0,NEAR BAY --122.25,37.79,50.0,629.0,188.0,742.0,196.0,2.6458,125000.0,NEAR BAY --122.25,37.79,52.0,1339.0,391.0,1086.0,363.0,2.181,138800.0,NEAR BAY --122.25,37.8,36.0,1678.0,606.0,1645.0,543.0,2.2303,116700.0,NEAR BAY --122.25,37.8,43.0,2344.0,647.0,1710.0,644.0,1.6504,151800.0,NEAR BAY --122.24,37.8,52.0,996.0,228.0,731.0,228.0,2.2697,127000.0,NEAR BAY --122.24,37.8,52.0,1591.0,373.0,1118.0,347.0,2.1563,128600.0,NEAR BAY --122.24,37.8,52.0,1586.0,398.0,1006.0,335.0,2.1348,140600.0,NEAR BAY --122.24,37.8,47.0,2046.0,588.0,1213.0,554.0,2.6292,182700.0,NEAR BAY --122.23,37.8,52.0,1192.0,289.0,772.0,257.0,2.3833,146900.0,NEAR BAY --122.24,37.8,52.0,1803.0,420.0,1321.0,401.0,2.957,122800.0,NEAR BAY --122.24,37.8,49.0,2838.0,749.0,1487.0,677.0,2.5238,169300.0,NEAR BAY --122.23,37.8,52.0,783.0,184.0,488.0,186.0,1.9375,126600.0,NEAR BAY --122.23,37.8,51.0,1590.0,414.0,949.0,392.0,1.9028,127900.0,NEAR BAY --122.23,37.8,50.0,1746.0,480.0,1149.0,415.0,2.25,123500.0,NEAR BAY --122.23,37.8,52.0,1252.0,299.0,844.0,280.0,2.3929,111900.0,NEAR BAY --122.23,37.79,43.0,5963.0,1344.0,4367.0,1231.0,2.1917,112800.0,NEAR BAY --122.23,37.79,52.0,1783.0,395.0,1659.0,412.0,2.9357,107900.0,NEAR BAY --122.23,37.79,30.0,999.0,264.0,1011.0,263.0,1.8854,137500.0,NEAR BAY --122.24,37.79,39.0,1469.0,431.0,1464.0,389.0,2.1638,105500.0,NEAR BAY --122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,95500.0,NEAR BAY --122.24,37.79,52.0,674.0,180.0,647.0,168.0,3.375,116100.0,NEAR BAY --122.24,37.79,43.0,1626.0,376.0,1284.0,357.0,2.2542,112200.0,NEAR BAY --122.25,37.79,51.0,175.0,43.0,228.0,55.0,2.1,75000.0,NEAR BAY --122.25,37.79,39.0,461.0,129.0,381.0,123.0,1.6,112500.0,NEAR BAY --122.25,37.79,52.0,902.0,237.0,846.0,227.0,3.625,125000.0,NEAR BAY --122.26,37.8,20.0,2373.0,779.0,1659.0,676.0,1.6929,115000.0,NEAR BAY --122.22,37.77,52.0,391.0,128.0,520.0,138.0,1.6471,95000.0,NEAR BAY --122.22,37.77,52.0,1137.0,301.0,866.0,259.0,2.59,96400.0,NEAR BAY --122.23,37.77,52.0,769.0,206.0,612.0,183.0,2.57,72000.0,NEAR BAY --122.23,37.78,52.0,472.0,146.0,415.0,126.0,2.6429,71300.0,NEAR BAY --122.23,37.78,52.0,862.0,215.0,994.0,213.0,3.0257,80800.0,NEAR BAY --122.22,37.78,50.0,1920.0,530.0,1525.0,477.0,1.4886,128800.0,NEAR BAY --122.23,37.78,43.0,1420.0,472.0,1506.0,438.0,1.9338,112500.0,NEAR BAY --122.23,37.78,52.0,986.0,258.0,1008.0,255.0,1.4844,119400.0,NEAR BAY --122.23,37.78,44.0,2340.0,825.0,2813.0,751.0,1.6009,118100.0,NEAR BAY --122.23,37.79,48.0,1696.0,396.0,1481.0,343.0,2.0375,122500.0,NEAR BAY --122.23,37.79,49.0,1175.0,217.0,859.0,219.0,2.293,106300.0,NEAR BAY --122.22,37.79,37.0,2343.0,574.0,1608.0,523.0,2.1494,132500.0,NEAR BAY --122.23,37.79,30.0,610.0,145.0,425.0,140.0,1.6198,122700.0,NEAR BAY --122.23,37.79,40.0,930.0,199.0,564.0,184.0,1.3281,113300.0,NEAR BAY --122.22,37.79,44.0,1487.0,314.0,961.0,272.0,3.5156,109500.0,NEAR BAY --122.22,37.79,52.0,3424.0,690.0,2273.0,685.0,3.9048,164700.0,NEAR BAY --122.21,37.79,52.0,762.0,190.0,600.0,195.0,3.0893,125000.0,NEAR BAY --122.22,37.79,46.0,2366.0,575.0,1647.0,527.0,2.6042,124700.0,NEAR BAY --122.22,37.79,49.0,1826.0,450.0,1201.0,424.0,2.5,136700.0,NEAR BAY --122.22,37.79,38.0,3049.0,711.0,2167.0,659.0,2.7969,141700.0,NEAR BAY --122.2,37.79,29.0,1640.0,376.0,939.0,340.0,2.8321,150000.0,NEAR BAY --122.21,37.79,47.0,1543.0,307.0,859.0,292.0,2.9583,138800.0,NEAR BAY --122.21,37.79,34.0,2364.0,557.0,1517.0,516.0,2.8365,139200.0,NEAR BAY --122.21,37.79,35.0,1745.0,409.0,1143.0,386.0,2.875,143800.0,NEAR BAY --122.21,37.8,39.0,2003.0,500.0,1109.0,464.0,3.0682,156500.0,NEAR BAY --122.21,37.8,39.0,2018.0,447.0,1221.0,446.0,3.0757,151000.0,NEAR BAY --122.2,37.8,43.0,3045.0,499.0,1115.0,455.0,4.9559,273000.0,NEAR BAY --122.2,37.8,52.0,1547.0,293.0,706.0,268.0,4.7721,217100.0,NEAR BAY --122.21,37.8,52.0,3519.0,711.0,1883.0,706.0,3.4861,187100.0,NEAR BAY --122.2,37.8,41.0,2070.0,354.0,804.0,340.0,5.1184,239600.0,NEAR BAY --122.21,37.8,48.0,1321.0,263.0,506.0,252.0,4.0977,229700.0,NEAR BAY --122.19,37.8,48.0,1694.0,259.0,610.0,238.0,4.744,257300.0,NEAR BAY --122.19,37.8,46.0,1938.0,341.0,768.0,332.0,4.2727,246900.0,NEAR BAY --122.19,37.79,50.0,968.0,195.0,462.0,184.0,2.9844,179900.0,NEAR BAY --122.2,37.79,40.0,1060.0,256.0,667.0,235.0,4.1739,169600.0,NEAR BAY --122.2,37.8,46.0,2041.0,405.0,1059.0,399.0,3.8487,203300.0,NEAR BAY --122.19,37.8,52.0,1813.0,271.0,637.0,277.0,4.0114,263400.0,NEAR BAY --122.19,37.79,45.0,2718.0,451.0,1106.0,454.0,4.6563,231800.0,NEAR BAY --122.19,37.79,28.0,3144.0,761.0,1737.0,669.0,2.9297,140500.0,NEAR BAY --122.2,37.79,35.0,1802.0,459.0,1009.0,390.0,2.3036,126000.0,NEAR BAY --122.2,37.79,49.0,882.0,195.0,737.0,210.0,2.6667,122000.0,NEAR BAY --122.2,37.79,44.0,1621.0,452.0,1354.0,491.0,2.619,134700.0,NEAR BAY --122.21,37.79,45.0,2115.0,533.0,1530.0,474.0,2.4167,139400.0,NEAR BAY --122.2,37.79,45.0,2021.0,528.0,1410.0,480.0,2.7788,115400.0,NEAR BAY --122.21,37.78,46.0,2239.0,508.0,1390.0,569.0,2.7352,137300.0,NEAR BAY --122.21,37.78,52.0,1477.0,300.0,1065.0,269.0,1.8472,137000.0,NEAR BAY --122.21,37.78,52.0,1056.0,224.0,792.0,245.0,2.6583,142600.0,NEAR BAY --122.21,37.78,49.0,898.0,244.0,779.0,245.0,3.0536,137500.0,NEAR BAY --122.22,37.78,44.0,2968.0,710.0,2269.0,610.0,2.3906,111700.0,NEAR BAY --122.21,37.78,43.0,1702.0,460.0,1227.0,407.0,1.7188,126800.0,NEAR BAY --122.21,37.78,47.0,881.0,248.0,753.0,241.0,2.625,111300.0,NEAR BAY --122.22,37.77,40.0,494.0,114.0,547.0,135.0,2.8015,114800.0,NEAR BAY --122.22,37.78,50.0,1776.0,473.0,1807.0,440.0,1.7276,102300.0,NEAR BAY --122.22,37.78,44.0,1678.0,514.0,1700.0,495.0,2.0801,131900.0,NEAR BAY --122.22,37.78,51.0,1637.0,463.0,1543.0,393.0,2.489,119100.0,NEAR BAY --122.21,37.76,52.0,1420.0,314.0,1085.0,300.0,1.7546,80600.0,NEAR BAY --122.21,37.77,52.0,591.0,173.0,353.0,137.0,4.0904,80600.0,NEAR BAY --122.21,37.77,52.0,745.0,153.0,473.0,149.0,2.6765,88800.0,NEAR BAY --122.2,37.77,49.0,2272.0,498.0,1621.0,483.0,2.4338,102400.0,NEAR BAY --122.21,37.77,46.0,1234.0,375.0,1183.0,354.0,2.3309,98700.0,NEAR BAY --122.21,37.77,43.0,1017.0,328.0,836.0,277.0,2.2604,100000.0,NEAR BAY --122.19,37.77,42.0,932.0,254.0,900.0,263.0,1.8039,92300.0,NEAR BAY --122.2,37.77,39.0,2689.0,597.0,1888.0,537.0,2.2562,94800.0,NEAR BAY --122.2,37.77,41.0,1547.0,415.0,1024.0,341.0,2.0562,102000.0,NEAR BAY --122.2,37.78,52.0,2300.0,443.0,1225.0,423.0,3.5398,158400.0,NEAR BAY --122.2,37.78,39.0,1752.0,399.0,1071.0,376.0,3.1167,121600.0,NEAR BAY --122.2,37.78,50.0,1867.0,403.0,1128.0,378.0,2.5401,129100.0,NEAR BAY --122.2,37.77,43.0,2430.0,502.0,1537.0,484.0,2.898,121400.0,NEAR BAY --122.21,37.78,44.0,1729.0,414.0,1240.0,393.0,2.3125,102800.0,NEAR BAY --122.19,37.78,52.0,1026.0,180.0,469.0,168.0,2.875,160000.0,NEAR BAY --122.19,37.77,52.0,2170.0,428.0,1086.0,425.0,3.3715,143900.0,NEAR BAY --122.19,37.77,52.0,2329.0,445.0,1144.0,417.0,3.5114,151200.0,NEAR BAY --122.19,37.78,52.0,2492.0,415.0,1109.0,375.0,4.3125,164400.0,NEAR BAY --122.19,37.78,52.0,2198.0,397.0,984.0,369.0,3.22,156500.0,NEAR BAY --122.18,37.78,33.0,142.0,31.0,575.0,47.0,3.875,225000.0,NEAR BAY --122.19,37.78,49.0,1183.0,205.0,496.0,209.0,5.2328,174200.0,NEAR BAY --122.19,37.78,52.0,1070.0,193.0,555.0,190.0,3.7262,166900.0,NEAR BAY --122.2,37.78,45.0,1766.0,332.0,869.0,327.0,4.5893,163500.0,NEAR BAY --122.18,37.79,39.0,617.0,95.0,236.0,106.0,5.2578,253000.0,NEAR BAY --122.18,37.79,41.0,1411.0,233.0,626.0,214.0,7.0875,240700.0,NEAR BAY --122.18,37.79,46.0,2109.0,387.0,922.0,329.0,3.9712,208100.0,NEAR BAY --122.19,37.79,47.0,1229.0,243.0,582.0,256.0,2.9514,198100.0,NEAR BAY --122.19,37.79,50.0,954.0,217.0,546.0,201.0,2.6667,172800.0,NEAR BAY --122.18,37.81,37.0,1643.0,262.0,620.0,266.0,5.4446,336700.0,NEAR BAY --122.18,37.8,34.0,1355.0,195.0,442.0,195.0,6.2838,318200.0,NEAR BAY --122.18,37.8,23.0,2317.0,336.0,955.0,328.0,6.7527,285800.0,NEAR BAY --122.13,37.77,24.0,2459.0,317.0,916.0,324.0,7.0712,293000.0,NEAR BAY --122.16,37.79,22.0,12842.0,2048.0,4985.0,1967.0,5.9849,371000.0,NEAR BAY --122.17,37.78,42.0,1524.0,260.0,651.0,267.0,3.6875,157300.0,NEAR BAY --122.17,37.77,30.0,3326.0,746.0,1704.0,703.0,2.875,135300.0,NEAR BAY --122.18,37.78,43.0,1985.0,440.0,1085.0,407.0,3.4205,136700.0,NEAR BAY --122.18,37.78,50.0,1642.0,322.0,713.0,284.0,3.2984,160700.0,NEAR BAY --122.17,37.78,49.0,893.0,177.0,468.0,181.0,3.875,140600.0,NEAR BAY --122.17,37.78,52.0,653.0,128.0,296.0,121.0,4.175,144000.0,NEAR BAY --122.16,37.77,47.0,1256.0,,570.0,218.0,4.375,161900.0,NEAR BAY --122.16,37.77,48.0,977.0,194.0,446.0,180.0,4.7708,156300.0,NEAR BAY --122.16,37.77,45.0,2324.0,397.0,968.0,384.0,3.5739,176000.0,NEAR BAY --122.16,37.77,39.0,1583.0,349.0,857.0,316.0,3.0958,145800.0,NEAR BAY --122.17,37.77,39.0,1612.0,342.0,912.0,322.0,3.3958,141900.0,NEAR BAY --122.17,37.77,31.0,2424.0,533.0,1360.0,452.0,1.871,90700.0,NEAR BAY --122.17,37.76,41.0,1594.0,367.0,1074.0,355.0,1.9356,90600.0,NEAR BAY --122.17,37.76,47.0,2118.0,413.0,965.0,382.0,2.1842,107900.0,NEAR BAY --122.18,37.76,37.0,1575.0,358.0,933.0,320.0,2.2917,107000.0,NEAR BAY --122.17,37.76,38.0,1764.0,397.0,987.0,354.0,2.4333,98200.0,NEAR BAY --122.18,37.76,50.0,1187.0,261.0,907.0,246.0,1.9479,89500.0,NEAR BAY --122.18,37.76,52.0,754.0,175.0,447.0,165.0,3.9063,93800.0,NEAR BAY --122.18,37.76,49.0,2308.0,452.0,1299.0,451.0,1.8407,96700.0,NEAR BAY --122.18,37.77,27.0,909.0,236.0,396.0,157.0,2.0786,97500.0,NEAR BAY --122.18,37.77,42.0,1180.0,257.0,877.0,268.0,2.8125,97300.0,NEAR BAY --122.18,37.76,43.0,2018.0,408.0,1111.0,367.0,1.8913,91200.0,NEAR BAY --122.19,37.76,49.0,1368.0,282.0,790.0,269.0,1.7056,91400.0,NEAR BAY --122.18,37.77,52.0,2744.0,547.0,1479.0,554.0,2.2768,96200.0,NEAR BAY --122.18,37.77,51.0,2107.0,471.0,1173.0,438.0,3.2552,120100.0,NEAR BAY --122.18,37.77,52.0,1748.0,362.0,1029.0,366.0,2.0556,100000.0,NEAR BAY --122.19,37.76,52.0,2024.0,391.0,1030.0,350.0,2.4659,94700.0,NEAR BAY --122.2,37.76,47.0,1116.0,259.0,826.0,279.0,1.75,85700.0,NEAR BAY --122.19,37.77,41.0,2036.0,510.0,1412.0,454.0,2.0469,89300.0,NEAR BAY --122.19,37.77,45.0,1852.0,393.0,1132.0,349.0,2.7159,101400.0,NEAR BAY --122.19,37.76,41.0,921.0,207.0,522.0,159.0,1.2083,72500.0,NEAR BAY --122.19,37.76,45.0,995.0,238.0,630.0,237.0,1.925,74100.0,NEAR BAY --122.2,37.75,36.0,606.0,132.0,531.0,133.0,1.5809,70000.0,NEAR BAY --122.2,37.76,37.0,2680.0,736.0,1925.0,667.0,1.4097,84600.0,NEAR BAY --122.19,37.76,38.0,1493.0,370.0,1144.0,351.0,0.7683,81800.0,NEAR BAY --122.19,37.75,19.0,2207.0,565.0,1481.0,520.0,1.3194,81400.0,NEAR BAY --122.19,37.75,28.0,856.0,189.0,435.0,162.0,0.8012,81800.0,NEAR BAY --122.19,37.76,26.0,1293.0,297.0,984.0,303.0,1.9479,85800.0,NEAR BAY --122.19,37.74,36.0,847.0,212.0,567.0,159.0,1.1765,87100.0,NEAR BAY --122.18,37.74,42.0,541.0,154.0,380.0,123.0,2.3456,83500.0,NEAR BAY --122.19,37.73,44.0,1066.0,253.0,825.0,244.0,2.1538,79700.0,NEAR BAY --122.19,37.74,43.0,707.0,147.0,417.0,155.0,2.5139,83400.0,NEAR BAY --122.19,37.73,45.0,1528.0,291.0,801.0,287.0,1.2625,84700.0,NEAR BAY --122.18,37.73,42.0,909.0,215.0,646.0,198.0,2.9063,80000.0,NEAR BAY --122.18,37.73,43.0,1391.0,293.0,855.0,285.0,2.5192,76400.0,NEAR BAY --122.18,37.73,44.0,548.0,119.0,435.0,136.0,2.1111,79700.0,NEAR BAY --122.18,37.73,42.0,4074.0,874.0,2736.0,780.0,2.455,82400.0,NEAR BAY --122.17,37.74,41.0,1613.0,445.0,1481.0,414.0,2.4028,97700.0,NEAR BAY --122.17,37.74,47.0,463.0,134.0,327.0,137.0,2.15,97200.0,NEAR BAY --122.17,37.74,43.0,818.0,193.0,494.0,179.0,2.4776,101600.0,NEAR BAY --122.17,37.73,43.0,1473.0,371.0,1231.0,341.0,2.1587,86500.0,NEAR BAY --122.18,37.74,35.0,504.0,126.0,323.0,109.0,1.8438,90500.0,NEAR BAY --122.17,37.74,46.0,1026.0,226.0,749.0,225.0,3.0298,107600.0,NEAR BAY --122.17,37.74,46.0,769.0,183.0,693.0,178.0,2.25,84200.0,NEAR BAY --122.18,37.74,46.0,2103.0,391.0,1339.0,354.0,2.2467,88900.0,NEAR BAY --122.18,37.75,45.0,330.0,76.0,282.0,80.0,4.0469,80700.0,NEAR BAY --122.18,37.75,46.0,941.0,218.0,621.0,195.0,1.325,87100.0,NEAR BAY --122.17,37.75,38.0,992.0,,732.0,259.0,1.6196,85100.0,NEAR BAY --122.18,37.75,45.0,990.0,261.0,901.0,260.0,2.1731,82000.0,NEAR BAY --122.19,37.75,36.0,1126.0,263.0,482.0,150.0,1.9167,82800.0,NEAR BAY --122.18,37.75,43.0,1036.0,233.0,652.0,213.0,2.069,84600.0,NEAR BAY --122.18,37.75,36.0,1047.0,214.0,651.0,166.0,1.712,82100.0,NEAR BAY --122.17,37.76,33.0,1280.0,307.0,999.0,286.0,2.5625,89300.0,NEAR BAY --122.17,37.75,43.0,1587.0,320.0,907.0,306.0,1.9821,98300.0,NEAR BAY --122.17,37.75,41.0,1257.0,271.0,828.0,230.0,2.5043,92300.0,NEAR BAY --122.17,37.75,44.0,1218.0,248.0,763.0,254.0,2.3281,88800.0,NEAR BAY --122.17,37.75,48.0,1751.0,390.0,935.0,349.0,1.4375,90000.0,NEAR BAY --122.16,37.76,45.0,2299.0,514.0,1437.0,484.0,2.5122,95500.0,NEAR BAY --122.16,37.75,38.0,2457.0,624.0,1516.0,482.0,1.5625,91700.0,NEAR BAY --122.17,37.75,47.0,998.0,211.0,597.0,185.0,3.1587,100400.0,NEAR BAY --122.17,37.76,40.0,1685.0,343.0,949.0,342.0,1.8426,94800.0,NEAR BAY --122.16,37.76,46.0,1827.0,307.0,881.0,302.0,4.6696,164300.0,NEAR BAY --122.16,37.76,36.0,2781.0,574.0,1438.0,519.0,2.4598,155500.0,NEAR BAY --122.15,37.76,39.0,1823.0,286.0,763.0,270.0,6.0749,196900.0,NEAR BAY --122.14,37.77,27.0,2229.0,365.0,1297.0,355.0,4.8304,279100.0,NEAR BAY --122.14,37.76,34.0,1513.0,231.0,545.0,211.0,5.5701,252800.0,NEAR BAY --122.13,37.76,26.0,3266.0,491.0,1222.0,533.0,5.37,275400.0,NEAR BAY --122.12,37.75,33.0,1809.0,261.0,808.0,219.0,6.86,250000.0,NEAR BAY --122.12,37.75,28.0,794.0,111.0,329.0,109.0,7.6923,329800.0,NEAR BAY --122.14,37.75,36.0,690.0,105.0,299.0,109.0,4.0313,195500.0,NEAR BAY --122.14,37.75,33.0,1334.0,200.0,579.0,202.0,6.8323,255900.0,NEAR BAY --122.13,37.75,30.0,414.0,54.0,137.0,50.0,4.975,311100.0,NEAR BAY --122.13,37.75,36.0,768.0,93.0,229.0,93.0,5.3602,330000.0,NEAR BAY --122.13,37.74,41.0,4400.0,666.0,1476.0,648.0,5.0,248900.0,NEAR BAY --122.16,37.75,46.0,954.0,161.0,429.0,154.0,2.925,142900.0,NEAR BAY --122.15,37.75,40.0,1445.0,256.0,849.0,255.0,3.8913,126300.0,NEAR BAY --122.15,37.75,44.0,1938.0,399.0,946.0,331.0,3.225,135800.0,NEAR BAY --122.15,37.74,41.0,856.0,178.0,571.0,191.0,3.1458,130600.0,NEAR BAY --122.16,37.75,24.0,1790.0,454.0,1137.0,386.0,2.537,107900.0,NEAR BAY --122.16,37.75,44.0,617.0,131.0,378.0,135.0,2.5568,111100.0,NEAR BAY --122.15,37.74,43.0,1383.0,275.0,853.0,272.0,3.5083,122000.0,NEAR BAY --122.15,37.74,49.0,1325.0,277.0,764.0,282.0,3.3125,118000.0,NEAR BAY --122.16,37.75,40.0,1227.0,294.0,928.0,261.0,1.8235,95200.0,NEAR BAY --122.16,37.75,35.0,667.0,140.0,406.0,133.0,3.8047,94300.0,NEAR BAY --122.17,37.74,34.0,1223.0,281.0,824.0,280.0,2.2917,92500.0,NEAR BAY --122.17,37.75,37.0,1379.0,287.0,835.0,259.0,2.4962,91800.0,NEAR BAY --122.16,37.74,43.0,1534.0,300.0,826.0,295.0,4.0417,109400.0,NEAR BAY --122.16,37.74,46.0,1029.0,181.0,567.0,211.0,3.4844,129500.0,NEAR BAY --122.16,37.74,52.0,771.0,147.0,355.0,144.0,4.1458,143400.0,NEAR BAY --122.16,37.74,47.0,824.0,223.0,533.0,166.0,2.625,98200.0,NEAR BAY --122.16,37.74,44.0,1097.0,239.0,609.0,215.0,2.0227,103100.0,NEAR BAY --122.29,37.9,49.0,1283.0,238.0,576.0,236.0,3.3333,276800.0,NEAR BAY --122.29,37.9,52.0,1604.0,263.0,594.0,286.0,5.338,270900.0,NEAR BAY --122.29,37.89,52.0,2248.0,422.0,870.0,377.0,3.4732,246200.0,NEAR BAY --122.3,37.9,38.0,2263.0,522.0,1027.0,509.0,3.5125,224200.0,NEAR BAY --122.29,37.89,52.0,1571.0,349.0,693.0,326.0,3.1375,229100.0,NEAR BAY --122.3,37.89,46.0,1520.0,402.0,815.0,375.0,2.8036,211600.0,NEAR BAY --122.3,37.9,15.0,5083.0,1212.0,2420.0,1146.0,4.5824,256100.0,NEAR BAY --122.3,37.89,36.0,1077.0,293.0,518.0,276.0,3.0208,206300.0,NEAR BAY --122.3,37.89,52.0,1248.0,283.0,620.0,275.0,4.0875,221300.0,NEAR BAY --122.33,37.89,42.0,1342.0,291.0,551.0,266.0,4.5268,207400.0,NEAR BAY --122.34,37.88,37.0,3061.0,930.0,2556.0,924.0,1.7375,350000.0,NEAR BAY --122.29,37.89,52.0,3171.0,698.0,1498.0,696.0,3.1795,218200.0,NEAR BAY --122.29,37.88,50.0,1211.0,261.0,523.0,227.0,3.8672,216700.0,NEAR BAY --122.29,37.89,52.0,979.0,175.0,374.0,153.0,5.1675,270600.0,NEAR BAY --122.29,37.89,52.0,2269.0,380.0,1004.0,371.0,5.1696,261400.0,NEAR BAY --122.28,37.88,52.0,1844.0,332.0,769.0,334.0,4.2614,261300.0,NEAR BAY --122.29,37.89,52.0,2178.0,421.0,940.0,423.0,5.0551,232200.0,NEAR BAY --122.27,37.9,42.0,1650.0,274.0,645.0,256.0,5.6228,375400.0,NEAR BAY --122.26,37.9,52.0,1927.0,279.0,705.0,288.0,7.8864,357300.0,NEAR BAY --122.27,37.9,52.0,2079.0,273.0,684.0,275.0,7.9556,374400.0,NEAR BAY --122.27,37.9,52.0,1803.0,240.0,572.0,236.0,6.174,358800.0,NEAR BAY --122.27,37.9,52.0,2041.0,270.0,671.0,253.0,6.9414,417500.0,NEAR BAY --122.27,37.89,52.0,3046.0,373.0,975.0,365.0,8.8342,430500.0,NEAR BAY --122.28,37.9,52.0,2318.0,328.0,779.0,312.0,7.1754,362900.0,NEAR BAY --122.28,37.9,52.0,2003.0,250.0,658.0,244.0,10.0825,397000.0,NEAR BAY --122.28,37.9,52.0,2261.0,328.0,819.0,335.0,4.9083,346800.0,NEAR BAY --122.28,37.89,52.0,1225.0,169.0,412.0,168.0,5.7912,327100.0,NEAR BAY --122.28,37.89,52.0,2315.0,408.0,835.0,369.0,4.5893,290100.0,NEAR BAY --122.28,37.89,52.0,2070.0,329.0,722.0,306.0,5.4171,292000.0,NEAR BAY --122.28,37.89,52.0,2616.0,473.0,1085.0,487.0,4.125,270900.0,NEAR BAY --122.27,37.89,52.0,2640.0,366.0,973.0,355.0,7.266,371100.0,NEAR BAY --122.27,37.89,52.0,1978.0,293.0,723.0,272.0,5.3989,335600.0,NEAR BAY --122.26,37.9,37.0,2220.0,335.0,903.0,362.0,7.8336,371300.0,NEAR BAY --122.25,37.89,41.0,1125.0,195.0,356.0,181.0,6.1593,344000.0,NEAR BAY --122.26,37.89,52.0,3078.0,494.0,1005.0,462.0,6.381,342200.0,NEAR BAY --122.26,37.89,52.0,3706.0,531.0,1205.0,504.0,6.6828,370900.0,NEAR BAY --122.25,37.89,37.0,3000.0,457.0,987.0,450.0,7.5385,350000.0,NEAR BAY --122.25,37.89,42.0,2863.0,460.0,1031.0,448.0,6.7138,368600.0,NEAR BAY --122.26,37.88,52.0,2551.0,417.0,894.0,404.0,6.2425,391800.0,NEAR BAY --122.26,37.88,52.0,2255.0,410.0,823.0,377.0,5.7979,415300.0,NEAR BAY --122.27,37.88,52.0,3360.0,648.0,1232.0,621.0,4.2813,284900.0,NEAR BAY --122.27,37.88,52.0,1693.0,391.0,669.0,367.0,3.5417,287500.0,NEAR BAY --122.27,37.88,44.0,2252.0,592.0,989.0,550.0,3.0132,272900.0,NEAR BAY --122.28,37.88,52.0,2495.0,491.0,1058.0,464.0,4.1429,259600.0,NEAR BAY --122.28,37.88,52.0,1193.0,200.0,506.0,207.0,4.1912,254500.0,NEAR BAY --122.28,37.88,52.0,1172.0,215.0,489.0,218.0,3.9167,235600.0,NEAR BAY --122.29,37.88,52.0,2159.0,424.0,824.0,388.0,3.8897,218400.0,NEAR BAY --122.29,37.88,48.0,2365.0,490.0,1034.0,475.0,3.1065,229200.0,NEAR BAY --122.29,37.88,46.0,1895.0,442.0,920.0,425.0,2.9926,192100.0,NEAR BAY --122.29,37.88,52.0,1650.0,395.0,841.0,380.0,3.556,179300.0,NEAR BAY --122.3,37.88,45.0,453.0,146.0,749.0,137.0,1.475,187500.0,NEAR BAY --122.3,37.88,52.0,409.0,97.0,208.0,98.0,1.6971,138800.0,NEAR BAY --122.3,37.87,10.0,503.0,118.0,228.0,100.0,2.1705,150000.0,NEAR BAY --122.3,37.86,50.0,499.0,127.0,287.0,128.0,2.75,140600.0,NEAR BAY --122.29,37.85,52.0,477.0,119.0,218.0,106.0,2.5682,120000.0,NEAR BAY --122.3,37.88,46.0,1647.0,376.0,854.0,355.0,2.9,144800.0,NEAR BAY --122.3,37.87,52.0,3123.0,749.0,1695.0,684.0,2.2208,144800.0,NEAR BAY --122.28,37.88,52.0,957.0,188.0,403.0,172.0,3.2344,245500.0,NEAR BAY --122.28,37.87,52.0,589.0,132.0,288.0,131.0,3.5156,200000.0,NEAR BAY --122.28,37.87,49.0,2026.0,548.0,963.0,521.0,1.9805,173700.0,NEAR BAY --122.29,37.87,50.0,1829.0,536.0,1129.0,516.0,2.6684,185600.0,NEAR BAY --122.29,37.87,52.0,895.0,198.0,386.0,204.0,3.875,182600.0,NEAR BAY --122.28,37.88,52.0,1909.0,416.0,811.0,406.0,3.006,227900.0,NEAR BAY --122.28,37.87,46.0,3022.0,696.0,1293.0,675.0,2.543,220700.0,NEAR BAY --122.28,37.87,46.0,1777.0,446.0,805.0,431.0,2.8676,212000.0,NEAR BAY --122.27,37.88,52.0,2803.0,930.0,1372.0,876.0,2.1907,271400.0,NEAR BAY --122.27,37.87,30.0,1465.0,439.0,862.0,425.0,1.7778,268800.0,NEAR BAY --122.27,37.88,37.0,2619.0,682.0,1152.0,616.0,2.52,277800.0,NEAR BAY --122.26,37.88,52.0,1149.0,255.0,483.0,249.0,4.2788,332500.0,NEAR BAY --122.26,37.88,52.0,2363.0,604.0,1558.0,573.0,2.944,338900.0,NEAR BAY --122.26,37.88,52.0,2604.0,837.0,1798.0,769.0,1.725,287500.0,NEAR BAY --122.25,37.87,41.0,685.0,141.0,266.0,123.0,5.2289,384600.0,NEAR BAY --122.25,37.87,42.0,1756.0,465.0,2184.0,422.0,2.5562,371400.0,NEAR BAY --122.25,37.87,52.0,1204.0,460.0,2016.0,477.0,0.949,350000.0,NEAR BAY --122.25,37.87,52.0,609.0,236.0,1349.0,250.0,1.1696,500001.0,NEAR BAY --122.26,37.87,52.0,1087.0,371.0,3337.0,350.0,1.4012,175000.0,NEAR BAY --122.26,37.87,52.0,2773.0,998.0,1721.0,949.0,1.1859,241700.0,NEAR BAY --122.27,37.87,35.0,3218.0,1108.0,1675.0,1000.0,1.7464,216700.0,NEAR BAY --122.27,37.87,49.0,1350.0,368.0,707.0,350.0,2.8846,211300.0,NEAR BAY --122.27,37.87,52.0,3084.0,698.0,1424.0,694.0,2.7372,210200.0,NEAR BAY --122.28,37.86,52.0,938.0,195.0,393.0,189.0,3.8594,196400.0,NEAR BAY --122.28,37.87,52.0,1813.0,353.0,828.0,339.0,3.5625,191700.0,NEAR BAY --122.28,37.87,52.0,1233.0,300.0,571.0,292.0,2.2788,182300.0,NEAR BAY --122.29,37.87,44.0,2539.0,755.0,1382.0,713.0,2.537,175000.0,NEAR BAY --122.29,37.87,46.0,1267.0,324.0,792.0,321.0,2.525,165900.0,NEAR BAY --122.29,37.86,52.0,1665.0,404.0,815.0,372.0,1.9946,156900.0,NEAR BAY --122.28,37.86,52.0,1659.0,367.0,788.0,346.0,2.8214,164300.0,NEAR BAY --122.29,37.87,52.0,2225.0,460.0,1145.0,430.0,2.6165,150000.0,NEAR BAY --122.29,37.86,50.0,2485.0,607.0,1354.0,563.0,1.9483,150500.0,NEAR BAY --122.28,37.86,52.0,2031.0,450.0,958.0,445.0,1.9327,169900.0,NEAR BAY --122.28,37.86,49.0,2932.0,668.0,1361.0,608.0,1.9798,147400.0,NEAR BAY --122.28,37.85,52.0,2246.0,472.0,1005.0,449.0,2.4167,152700.0,NEAR BAY --122.27,37.86,49.0,2052.0,435.0,924.0,414.0,2.5417,182700.0,NEAR BAY --122.28,37.86,52.0,1999.0,417.0,780.0,358.0,3.3906,179300.0,NEAR BAY --122.28,37.86,52.0,3007.0,691.0,1582.0,636.0,2.5652,157700.0,NEAR BAY --122.28,37.86,41.0,2214.0,550.0,1213.0,568.0,2.2845,153100.0,NEAR BAY --122.27,37.86,52.0,1088.0,305.0,486.0,267.0,2.6071,250000.0,NEAR BAY --122.27,37.86,52.0,834.0,186.0,494.0,175.0,3.15,206300.0,NEAR BAY --122.27,37.86,52.0,1769.0,372.0,849.0,365.0,2.6914,218800.0,NEAR BAY --122.27,37.86,52.0,2307.0,583.0,1127.0,548.0,1.8447,198200.0,NEAR BAY --122.26,37.86,35.0,5161.0,1744.0,3276.0,1742.0,1.6307,253600.0,NEAR BAY --122.26,37.86,52.0,3497.0,832.0,1493.0,794.0,2.9044,257400.0,NEAR BAY --122.26,37.86,52.0,3774.0,744.0,1461.0,679.0,2.9405,289500.0,NEAR BAY --122.26,37.86,52.0,2888.0,604.0,1253.0,538.0,3.3893,241700.0,NEAR BAY --122.25,37.86,48.0,2153.0,517.0,1656.0,459.0,3.0417,489600.0,NEAR BAY --122.25,37.86,52.0,1389.0,191.0,514.0,202.0,7.0897,446200.0,NEAR BAY --122.25,37.86,52.0,1709.0,318.0,719.0,295.0,5.0463,456300.0,NEAR BAY --122.25,37.86,52.0,1587.0,444.0,878.0,449.0,1.7652,336800.0,NEAR BAY --122.24,37.86,52.0,1668.0,225.0,517.0,214.0,7.8521,500001.0,NEAR BAY --122.24,37.85,52.0,3726.0,474.0,1366.0,496.0,9.3959,500001.0,NEAR BAY --122.25,37.86,52.0,4048.0,663.0,1316.0,590.0,5.3794,376900.0,NEAR BAY --122.26,37.85,52.0,3618.0,768.0,1508.0,755.0,3.2619,309600.0,NEAR BAY --122.27,37.85,52.0,4076.0,920.0,1800.0,815.0,2.7054,182300.0,NEAR BAY --122.27,37.85,47.0,2077.0,400.0,719.0,326.0,2.2431,172700.0,NEAR BAY --122.27,37.85,50.0,1279.0,300.0,675.0,255.0,1.9028,150800.0,NEAR BAY --122.27,37.85,52.0,1974.0,426.0,875.0,363.0,1.5817,153600.0,NEAR BAY --122.27,37.85,52.0,335.0,83.0,152.0,77.0,2.2841,106300.0,NEAR BAY --122.27,37.85,47.0,1375.0,307.0,843.0,319.0,1.3785,142300.0,NEAR BAY --122.28,37.85,52.0,610.0,145.0,281.0,132.0,2.9018,119400.0,NEAR BAY --122.28,37.85,44.0,1025.0,198.0,506.0,204.0,1.73,147900.0,NEAR BAY --122.28,37.85,48.0,2063.0,484.0,1054.0,466.0,2.2625,132900.0,NEAR BAY --122.29,37.84,35.0,1872.0,419.0,1017.0,414.0,2.2106,132500.0,NEAR BAY --122.28,37.83,52.0,3108.0,813.0,1623.0,765.0,2.6997,126900.0,NEAR BAY --122.3,37.84,14.0,7355.0,2408.0,3100.0,2051.0,4.0018,143800.0,NEAR BAY --122.23,37.83,52.0,2990.0,379.0,947.0,361.0,7.8772,500001.0,NEAR BAY --122.22,37.82,39.0,2492.0,310.0,808.0,315.0,11.8603,500001.0,NEAR BAY --122.22,37.82,42.0,2991.0,335.0,1018.0,335.0,13.499,500001.0,NEAR BAY --122.23,37.82,52.0,3242.0,366.0,1001.0,352.0,12.2138,500001.0,NEAR BAY --122.23,37.82,52.0,3051.0,381.0,1005.0,369.0,8.1872,466100.0,NEAR BAY --122.23,37.82,52.0,3494.0,396.0,1192.0,383.0,12.3804,500001.0,NEAR BAY --122.24,37.83,52.0,1757.0,246.0,585.0,227.0,5.8948,457800.0,NEAR BAY --122.24,37.83,52.0,2449.0,312.0,916.0,316.0,8.1194,471600.0,NEAR BAY --122.23,37.82,52.0,1611.0,203.0,556.0,179.0,8.7477,500001.0,NEAR BAY --122.24,37.82,52.0,3665.0,517.0,1470.0,520.0,6.155,398600.0,NEAR BAY --122.25,37.82,52.0,2474.0,403.0,1104.0,398.0,5.883,340700.0,NEAR BAY --122.23,37.76,52.0,3037.0,516.0,1242.0,518.0,5.2128,289900.0,NEAR BAY --122.23,37.76,52.0,2269.0,323.0,805.0,321.0,4.7188,335300.0,NEAR BAY --122.23,37.76,52.0,1316.0,177.0,378.0,162.0,5.2915,333000.0,NEAR BAY --122.24,37.77,52.0,1153.0,235.0,481.0,223.0,2.6411,241000.0,NEAR BAY --122.23,37.77,52.0,772.0,179.0,409.0,160.0,3.3214,189600.0,NEAR BAY --122.24,37.77,52.0,1711.0,386.0,885.0,373.0,3.6417,206300.0,NEAR BAY --122.25,37.77,52.0,2650.0,566.0,1468.0,567.0,3.0161,215700.0,NEAR BAY --122.25,37.77,52.0,1038.0,220.0,482.0,215.0,3.1771,210200.0,NEAR BAY --122.25,37.77,52.0,1527.0,320.0,825.0,264.0,3.4531,208800.0,NEAR BAY --122.25,37.77,52.0,859.0,157.0,429.0,158.0,4.3098,197900.0,NEAR BAY --122.26,37.78,52.0,970.0,217.0,528.0,208.0,3.3438,201300.0,NEAR BAY --122.26,37.78,52.0,1045.0,239.0,496.0,216.0,2.9213,190800.0,NEAR BAY --122.27,37.78,52.0,1408.0,280.0,718.0,265.0,2.6806,207900.0,NEAR BAY --122.27,37.78,52.0,1222.0,264.0,630.0,265.0,3.7708,215300.0,NEAR BAY --122.27,37.78,45.0,1169.0,263.0,723.0,286.0,3.9444,212900.0,NEAR BAY --122.27,37.78,13.0,2020.0,535.0,959.0,486.0,5.2601,292700.0,NEAR BAY --122.28,37.79,30.0,4145.0,869.0,3668.0,855.0,2.5444,275000.0,NEAR BAY --122.3,37.77,42.0,2038.0,368.0,2037.0,355.0,2.6447,200000.0,NEAR BAY --122.28,37.78,29.0,5154.0,,3741.0,1273.0,2.5762,173400.0,NEAR BAY --122.29,37.78,42.0,1241.0,309.0,821.0,300.0,1.9427,102200.0,NEAR BAY --122.28,37.77,52.0,1468.0,363.0,870.0,347.0,2.9688,220800.0,NEAR BAY --122.28,37.77,27.0,3997.0,1073.0,1901.0,966.0,3.75,242800.0,NEAR BAY --122.29,37.76,18.0,2873.0,763.0,1243.0,663.0,5.1702,265400.0,NEAR BAY --122.28,37.78,50.0,1487.0,306.0,730.0,327.0,2.5139,219000.0,NEAR BAY --122.26,37.77,52.0,1670.0,350.0,793.0,299.0,2.9732,282100.0,NEAR BAY --122.27,37.77,52.0,2252.0,388.0,1033.0,434.0,5.5337,372000.0,NEAR BAY --122.27,37.77,52.0,1731.0,377.0,872.0,363.0,4.1667,225800.0,NEAR BAY --122.27,37.77,52.0,1710.0,481.0,849.0,457.0,2.7115,220800.0,NEAR BAY --122.27,37.77,52.0,2388.0,559.0,1121.0,518.0,3.3269,234500.0,NEAR BAY --122.25,37.77,52.0,2156.0,458.0,872.0,445.0,3.2685,254200.0,NEAR BAY --122.26,37.77,52.0,1565.0,315.0,637.0,297.0,4.7778,351800.0,NEAR BAY --122.26,37.77,52.0,1704.0,371.0,663.0,340.0,4.226,275000.0,NEAR BAY --122.26,37.77,52.0,1210.0,168.0,411.0,172.0,3.3571,405400.0,NEAR BAY --122.26,37.77,52.0,2097.0,444.0,915.0,413.0,2.9899,228100.0,NEAR BAY --122.26,37.77,52.0,1848.0,479.0,921.0,477.0,2.875,234000.0,NEAR BAY --122.24,37.77,43.0,955.0,284.0,585.0,266.0,2.3882,162500.0,NEAR BAY --122.25,37.77,43.0,4329.0,1110.0,2086.0,1053.0,2.975,243400.0,NEAR BAY --122.23,37.76,52.0,3011.0,542.0,1303.0,535.0,5.1039,273800.0,NEAR BAY --122.23,37.76,52.0,1049.0,185.0,374.0,176.0,4.1458,248500.0,NEAR BAY --122.24,37.76,52.0,2504.0,516.0,979.0,472.0,3.4762,244000.0,NEAR BAY --122.24,37.76,52.0,1846.0,471.0,827.0,446.0,2.6833,240900.0,NEAR BAY --122.23,37.76,52.0,1705.0,246.0,658.0,253.0,5.75,306300.0,NEAR BAY --122.23,37.75,50.0,1542.0,289.0,654.0,268.0,3.9632,240000.0,NEAR BAY --122.24,37.75,45.0,891.0,,384.0,146.0,4.9489,247100.0,NEAR BAY --122.24,37.75,27.0,4051.0,753.0,1499.0,797.0,4.8711,286600.0,NEAR BAY --122.24,37.76,52.0,2646.0,581.0,1128.0,522.0,3.0718,266700.0,NEAR BAY --122.24,37.76,49.0,2428.0,525.0,1110.0,492.0,3.6719,229800.0,NEAR BAY --122.24,37.76,52.0,2567.0,436.0,1119.0,415.0,4.6094,229300.0,NEAR BAY --122.24,37.73,21.0,7031.0,1249.0,2930.0,1235.0,4.5213,228400.0,NEAR BAY --122.25,37.74,25.0,1914.0,365.0,897.0,390.0,4.4562,206200.0,NEAR BAY --122.24,37.72,5.0,18634.0,2885.0,7427.0,2718.0,7.611,350700.0,NEAR BAY --122.27,37.73,31.0,5785.0,1379.0,2973.0,1312.0,3.2689,231000.0,NEAR BAY --122.25,37.76,52.0,2876.0,648.0,1340.0,632.0,3.567,252900.0,NEAR BAY --122.27,37.74,28.0,6909.0,1554.0,2974.0,1484.0,3.6875,353900.0,NEAR BAY --122.27,37.77,23.0,5679.0,1270.0,2690.0,1151.0,4.7695,291700.0,NEAR BAY --122.28,37.75,20.0,1156.0,365.0,583.0,326.0,3.1972,100000.0,NEAR BAY --122.06,37.77,12.0,14316.0,2045.0,5781.0,2007.0,7.2634,341600.0,NEAR BAY --122.06,37.73,5.0,3596.0,467.0,1738.0,512.0,7.0568,412500.0,NEAR BAY --122.06,37.71,36.0,3541.0,570.0,1478.0,529.0,4.635,248600.0,NEAR BAY --122.07,37.71,40.0,1808.0,302.0,746.0,270.0,5.3015,254900.0,NEAR BAY --122.07,37.71,36.0,2879.0,480.0,1235.0,455.0,4.9801,241500.0,NEAR BAY --122.07,37.72,26.0,3204.0,477.0,1411.0,484.0,5.4834,295200.0,NEAR BAY --122.08,37.72,31.0,3866.0,531.0,1368.0,521.0,6.187,340400.0,NEAR BAY --122.08,37.72,32.0,2476.0,368.0,1048.0,367.0,5.6194,274700.0,NEAR BAY --122.08,37.71,35.0,2211.0,350.0,1004.0,365.0,5.4639,238600.0,NEAR BAY --122.09,37.71,35.0,2663.0,387.0,1086.0,367.0,5.1498,266400.0,NEAR BAY --122.1,37.72,30.0,2599.0,366.0,922.0,350.0,5.8382,330200.0,NEAR BAY --122.11,37.71,36.0,4569.0,824.0,1950.0,819.0,4.65,206800.0,NEAR BAY --122.1,37.7,25.0,2973.0,622.0,1413.0,595.0,4.3819,209200.0,NEAR BAY --122.1,37.69,30.0,3115.0,625.0,1444.0,568.0,3.7222,195800.0,NEAR BAY --122.09,37.71,31.0,1843.0,282.0,749.0,269.0,5.2855,253500.0,NEAR BAY --122.09,37.7,31.0,2053.0,336.0,867.0,329.0,4.3375,241800.0,NEAR BAY --122.1,37.71,27.0,6740.0,1073.0,2723.0,1035.0,5.2131,252500.0,NEAR BAY --122.09,37.7,30.0,1751.0,269.0,731.0,263.0,6.005,263900.0,NEAR BAY --122.08,37.71,38.0,1663.0,295.0,781.0,301.0,5.0519,227000.0,NEAR BAY --122.08,37.71,38.0,3716.0,657.0,1784.0,652.0,4.8237,220900.0,NEAR BAY --122.08,37.7,32.0,2718.0,447.0,1156.0,410.0,5.2497,259300.0,NEAR BAY --122.07,37.7,39.0,1420.0,272.0,645.0,277.0,4.125,232500.0,NEAR BAY --122.06,37.7,37.0,1893.0,310.0,821.0,315.0,4.6005,231600.0,NEAR BAY --122.06,37.7,33.0,3906.0,790.0,1912.0,770.0,3.5187,209400.0,NEAR BAY --122.07,37.7,32.0,3400.0,736.0,1487.0,694.0,3.0,223200.0,NEAR BAY --122.08,37.7,25.0,3402.0,758.0,1645.0,710.0,3.4934,209900.0,NEAR BAY --122.09,37.7,33.0,4413.0,1107.0,2239.0,1051.0,2.9861,208200.0,NEAR BAY --122.07,37.69,29.0,2304.0,618.0,1021.0,552.0,2.5362,203800.0,NEAR BAY --122.08,37.69,36.0,2350.0,499.0,1105.0,467.0,3.3021,195700.0,NEAR BAY --122.07,37.69,31.0,5914.0,1309.0,2999.0,1295.0,3.0964,190500.0,NEAR BAY --122.08,37.69,43.0,1575.0,324.0,740.0,284.0,2.8512,181000.0,NEAR BAY --122.08,37.69,42.0,1414.0,274.0,629.0,244.0,3.3478,184900.0,NEAR BAY --122.08,37.68,37.0,848.0,202.0,314.0,205.0,2.3958,190800.0,NEAR BAY --122.08,37.68,15.0,3051.0,685.0,1479.0,668.0,3.5295,242200.0,NEAR BAY --122.09,37.69,20.0,4296.0,817.0,1732.0,800.0,4.8036,188300.0,NEAR BAY --122.15,37.74,52.0,2898.0,557.0,1338.0,550.0,3.851,183500.0,NEAR BAY --122.14,37.74,52.0,1071.0,201.0,440.0,192.0,4.0662,204200.0,NEAR BAY --122.14,37.73,51.0,2619.0,403.0,922.0,393.0,4.6042,251900.0,NEAR BAY --122.15,37.74,49.0,1494.0,316.0,611.0,288.0,2.2,187500.0,NEAR BAY --122.16,37.73,52.0,2260.0,416.0,994.0,412.0,4.1164,198200.0,NEAR BAY --122.15,37.74,52.0,1394.0,223.0,545.0,230.0,3.95,219000.0,NEAR BAY --122.15,37.73,52.0,1028.0,129.0,317.0,143.0,4.9135,275000.0,NEAR BAY --122.15,37.73,45.0,3758.0,819.0,1573.0,736.0,2.8355,245400.0,NEAR BAY --122.17,37.73,46.0,2163.0,470.0,925.0,435.0,3.25,177500.0,NEAR BAY --122.16,37.73,49.0,1699.0,408.0,768.0,385.0,2.8301,171600.0,NEAR BAY --122.17,37.73,52.0,1555.0,289.0,620.0,292.0,3.7159,183300.0,NEAR BAY --122.16,37.73,52.0,1114.0,206.0,425.0,207.0,2.5625,175000.0,NEAR BAY --122.18,37.72,45.0,1498.0,313.0,1003.0,305.0,3.8047,156700.0,NEAR BAY --122.18,37.71,45.0,726.0,147.0,519.0,135.0,3.375,157500.0,NEAR BAY --122.17,37.71,38.0,890.0,200.0,481.0,198.0,3.244,179800.0,NEAR BAY --122.18,37.7,36.0,2639.0,533.0,1209.0,519.0,4.0268,205500.0,NEAR BAY --122.18,37.7,35.0,2562.0,554.0,1398.0,525.0,3.3906,178900.0,NEAR BAY --122.19,37.71,36.0,361.0,69.0,158.0,58.0,5.5461,262500.0,NEAR BAY --122.17,37.72,42.0,3008.0,659.0,1817.0,664.0,3.371,165000.0,NEAR BAY --122.17,37.72,46.0,1369.0,284.0,766.0,289.0,3.5313,159700.0,NEAR BAY --122.17,37.72,5.0,1692.0,398.0,814.0,328.0,3.663,158300.0,NEAR BAY --122.16,37.72,38.0,1007.0,245.0,618.0,239.0,2.875,144800.0,NEAR BAY --122.17,37.72,43.0,3783.0,814.0,2139.0,789.0,4.0202,166300.0,NEAR BAY --122.16,37.71,37.0,1507.0,242.0,632.0,253.0,4.5553,191000.0,NEAR BAY --122.16,37.71,36.0,666.0,132.0,366.0,134.0,3.4643,175000.0,NEAR BAY --122.16,37.72,10.0,2229.0,601.0,877.0,485.0,3.3431,137500.0,NEAR BAY --122.15,37.73,28.0,2215.0,587.0,830.0,573.0,2.1898,141700.0,NEAR BAY --122.15,37.72,31.0,1616.0,372.0,739.0,379.0,2.9097,210900.0,NEAR BAY --122.15,37.72,47.0,1190.0,251.0,540.0,266.0,3.375,198300.0,NEAR BAY --122.15,37.72,29.0,4169.0,1047.0,2024.0,962.0,2.8125,157400.0,NEAR BAY --122.14,37.73,52.0,2024.0,320.0,823.0,334.0,5.0,264700.0,NEAR BAY --122.14,37.73,38.0,1723.0,394.0,711.0,353.0,3.0673,218400.0,NEAR BAY --122.14,37.73,43.0,2264.0,390.0,931.0,368.0,3.8125,235100.0,NEAR BAY --122.13,37.73,33.0,1996.0,268.0,686.0,270.0,6.9096,341800.0,NEAR BAY --122.13,37.72,26.0,2862.0,394.0,1030.0,397.0,7.912,367300.0,NEAR BAY --122.13,37.72,35.0,2183.0,383.0,976.0,392.0,3.8393,243500.0,NEAR BAY --122.12,37.71,35.0,1037.0,207.0,552.0,210.0,4.0,167900.0,NEAR BAY --122.13,37.72,25.0,1134.0,153.0,340.0,171.0,6.5095,371200.0,NEAR BAY --122.14,37.72,39.0,786.0,132.0,288.0,132.0,3.5156,218900.0,NEAR BAY --122.14,37.72,45.0,1397.0,253.0,555.0,248.0,2.983,202700.0,NEAR BAY --122.13,37.72,45.0,2315.0,451.0,1006.0,444.0,3.524,186200.0,NEAR BAY --122.13,37.71,44.0,1613.0,339.0,776.0,346.0,3.1103,188900.0,NEAR BAY --122.13,37.71,44.0,1421.0,298.0,609.0,270.0,3.5781,180000.0,NEAR BAY --122.15,37.71,18.0,5778.0,1526.0,2441.0,1352.0,3.1682,202700.0,NEAR BAY --122.14,37.71,27.0,3094.0,866.0,1364.0,789.0,2.6101,181700.0,NEAR BAY --122.14,37.71,18.0,3905.0,1007.0,2197.0,1044.0,3.6932,166800.0,NEAR BAY --122.13,37.7,43.0,3046.0,557.0,1333.0,544.0,3.4583,183700.0,NEAR BAY --122.13,37.7,19.0,3516.0,710.0,1810.0,703.0,3.9032,218000.0,NEAR BAY --122.15,37.71,36.0,998.0,178.0,531.0,183.0,4.0208,191500.0,NEAR BAY --122.15,37.7,36.0,1464.0,244.0,672.0,261.0,3.5547,194700.0,NEAR BAY --122.14,37.7,17.0,1463.0,292.0,695.0,330.0,4.5859,187200.0,NEAR BAY --122.13,37.7,21.0,4124.0,1054.0,2162.0,998.0,2.6321,223100.0,NEAR BAY --122.13,37.69,17.0,2380.0,769.0,1216.0,643.0,3.395,271300.0,NEAR BAY --122.14,37.7,36.0,1266.0,228.0,606.0,239.0,3.9702,194100.0,NEAR BAY --122.16,37.7,36.0,2239.0,391.0,1203.0,379.0,5.0043,190400.0,NEAR BAY --122.14,37.69,38.0,1571.0,317.0,874.0,301.0,4.4659,189100.0,NEAR BAY --122.15,37.69,38.0,1246.0,221.0,637.0,222.0,3.6625,184600.0,NEAR BAY --122.15,37.69,36.0,1501.0,287.0,703.0,276.0,3.8864,197300.0,NEAR BAY --122.15,37.7,36.0,1468.0,252.0,733.0,229.0,3.4583,192600.0,NEAR BAY --122.16,37.69,36.0,1118.0,219.0,625.0,228.0,3.7813,192200.0,NEAR BAY --122.16,37.7,36.0,1097.0,208.0,568.0,225.0,2.9917,194600.0,NEAR BAY --122.16,37.7,36.0,1719.0,303.0,836.0,311.0,4.4375,193500.0,NEAR BAY --122.17,37.7,24.0,1755.0,365.0,952.0,362.0,4.0,202600.0,NEAR BAY --122.16,37.68,16.0,1687.0,348.0,568.0,352.0,2.3869,83300.0,NEAR BAY --122.17,37.69,24.0,2262.0,391.0,1125.0,366.0,4.7609,212600.0,NEAR BAY --122.18,37.68,5.0,2087.0,407.0,840.0,401.0,5.4858,187800.0,NEAR BAY --122.16,37.69,36.0,1480.0,278.0,796.0,283.0,4.3971,205700.0,NEAR BAY --122.15,37.69,36.0,1545.0,273.0,863.0,267.0,4.0109,192900.0,NEAR BAY --122.15,37.68,35.0,2632.0,447.0,1349.0,486.0,4.3864,205200.0,NEAR BAY --122.15,37.68,30.0,2261.0,443.0,929.0,383.0,4.2841,213400.0,NEAR BAY --122.15,37.69,39.0,1670.0,308.0,957.0,335.0,5.1312,183600.0,NEAR BAY --122.14,37.69,37.0,2141.0,535.0,1093.0,555.0,2.9958,178400.0,NEAR BAY --122.14,37.68,27.0,3337.0,613.0,1489.0,607.0,3.6364,219200.0,NEAR BAY --122.14,37.68,31.0,3184.0,716.0,1561.0,628.0,2.7955,183100.0,NEAR BAY --122.1,37.69,44.0,2341.0,500.0,1256.0,485.0,2.9507,157100.0,NEAR BAY --122.12,37.69,30.0,1197.0,269.0,695.0,279.0,3.4375,157800.0,NEAR BAY --122.13,37.69,34.0,1131.0,278.0,560.0,237.0,2.875,161700.0,NEAR BAY --122.12,37.71,38.0,1164.0,284.0,632.0,289.0,3.0345,152100.0,NEAR BAY --122.12,37.7,41.0,3495.0,787.0,1849.0,750.0,2.679,144900.0,NEAR BAY --122.12,37.7,17.0,2488.0,617.0,1287.0,538.0,2.9922,179900.0,NEAR BAY --122.12,37.69,35.0,2681.0,508.0,1580.0,536.0,4.1042,179100.0,NEAR BAY --122.12,37.7,19.0,2495.0,635.0,1571.0,579.0,2.5833,159900.0,NEAR BAY --122.11,37.7,23.0,1689.0,461.0,828.0,443.0,2.1552,161400.0,NEAR BAY --122.11,37.7,29.0,1298.0,306.0,835.0,338.0,2.3274,170400.0,NEAR BAY --122.11,37.7,19.0,2693.0,789.0,1765.0,724.0,2.4206,137500.0,NEAR BAY --122.1,37.69,41.0,746.0,,387.0,161.0,3.9063,178400.0,NEAR BAY --122.11,37.69,37.0,2444.0,651.0,1562.0,618.0,2.6464,155200.0,NEAR BAY --122.11,37.69,42.0,1472.0,310.0,768.0,309.0,3.4643,160900.0,NEAR BAY --122.12,37.69,10.0,2227.0,560.0,1140.0,472.0,2.3973,167300.0,NEAR BAY --122.03,37.69,20.0,200.0,25.0,83.0,31.0,6.5,340000.0,NEAR BAY --121.97,37.64,32.0,1283.0,194.0,485.0,171.0,6.0574,431000.0,<1H OCEAN --122.02,37.63,6.0,2445.0,590.0,1189.0,573.0,3.8958,301100.0,NEAR BAY --122.04,37.63,21.0,1307.0,236.0,586.0,249.0,4.7813,241900.0,NEAR BAY --122.05,37.63,5.0,3785.0,936.0,2240.0,792.0,3.2829,162500.0,NEAR BAY --122.04,37.66,10.0,2031.0,357.0,867.0,352.0,5.3169,299200.0,NEAR BAY --122.04,37.65,10.0,8299.0,1326.0,3827.0,1288.0,6.2579,315500.0,NEAR BAY --122.05,37.68,23.0,7518.0,1279.0,3827.0,1294.0,5.1701,216800.0,NEAR BAY --122.07,37.68,36.0,1815.0,426.0,1280.0,431.0,3.25,218100.0,NEAR BAY --122.06,37.68,30.0,5367.0,1207.0,2667.0,1047.0,3.1796,170300.0,NEAR BAY --122.08,37.68,26.0,1167.0,370.0,253.0,137.0,2.4196,275000.0,NEAR BAY --122.08,37.68,26.0,2607.0,682.0,1401.0,607.0,2.6563,184100.0,NEAR BAY --122.08,37.67,29.0,493.0,168.0,233.0,152.0,0.9637,160000.0,NEAR BAY --122.09,37.67,48.0,1252.0,305.0,673.0,308.0,2.3357,175000.0,NEAR BAY --122.09,37.68,41.0,1382.0,353.0,704.0,314.0,3.5114,197500.0,NEAR BAY --122.09,37.69,43.0,500.0,110.0,273.0,120.0,3.3125,150000.0,NEAR BAY --122.09,37.68,29.0,2333.0,538.0,1120.0,540.0,2.4042,205600.0,NEAR BAY --122.09,37.68,41.0,1834.0,463.0,1105.0,467.0,2.8322,170300.0,NEAR BAY --122.09,37.68,43.0,1415.0,348.0,569.0,293.0,2.5156,190900.0,NEAR BAY --122.1,37.68,37.0,1352.0,342.0,691.0,324.0,3.4032,196900.0,NEAR BAY --122.1,37.68,37.0,2116.0,503.0,1109.0,448.0,2.535,174000.0,NEAR BAY --122.11,37.68,37.0,1976.0,481.0,1197.0,465.0,2.5772,170200.0,NEAR BAY --122.1,37.68,38.0,1779.0,413.0,1061.0,400.0,3.0962,180900.0,NEAR BAY --122.1,37.67,34.0,3659.0,897.0,2479.0,903.0,2.9564,150500.0,NEAR BAY --122.1,37.68,31.0,1892.0,428.0,1162.0,389.0,3.125,167100.0,NEAR BAY --122.12,37.68,35.0,1958.0,484.0,1146.0,448.0,2.95,148900.0,NEAR BAY --122.12,37.68,40.0,1553.0,253.0,724.0,267.0,4.38,196400.0,NEAR BAY --122.12,37.68,37.0,2412.0,394.0,975.0,375.0,4.0417,191100.0,NEAR BAY --122.11,37.67,36.0,2110.0,389.0,952.0,370.0,3.8,187500.0,NEAR BAY --122.12,37.68,45.0,2179.0,401.0,1159.0,399.0,3.4839,180600.0,NEAR BAY --122.13,37.68,45.0,2457.0,445.0,1129.0,422.0,4.0588,182800.0,NEAR BAY --122.13,37.68,44.0,2147.0,399.0,1175.0,401.0,4.1974,179300.0,NEAR BAY --122.13,37.68,43.0,1676.0,340.0,924.0,328.0,3.6,179400.0,NEAR BAY --122.14,37.68,35.0,2976.0,518.0,1424.0,538.0,4.267,210300.0,NEAR BAY --122.14,37.67,34.0,3036.0,533.0,1366.0,500.0,4.2386,192300.0,NEAR BAY --122.15,37.67,35.0,2472.0,398.0,1171.0,390.0,5.5797,198100.0,NEAR BAY --122.14,37.67,36.0,1487.0,249.0,641.0,243.0,4.0682,196200.0,NEAR BAY --122.13,37.67,38.0,2012.0,347.0,880.0,332.0,3.1734,181600.0,NEAR BAY --122.14,37.67,37.0,3342.0,,1635.0,557.0,4.7933,186900.0,NEAR BAY --122.14,37.67,37.0,3156.0,534.0,1495.0,543.0,4.8125,188300.0,NEAR BAY --122.13,37.67,40.0,1748.0,318.0,914.0,317.0,3.8676,184000.0,NEAR BAY --122.12,37.67,33.0,3429.0,681.0,1798.0,694.0,3.9395,184700.0,NEAR BAY --122.13,37.67,42.0,3592.0,703.0,1625.0,665.0,3.2434,179900.0,NEAR BAY --122.11,37.67,38.0,1035.0,247.0,599.0,224.0,3.0917,167200.0,NEAR BAY --122.11,37.67,32.0,3028.0,811.0,2037.0,703.0,3.0645,165400.0,NEAR BAY --122.09,37.67,33.0,2431.0,655.0,1854.0,603.0,2.7019,154000.0,NEAR BAY --122.09,37.67,39.0,2069.0,500.0,1408.0,478.0,3.1115,153500.0,NEAR BAY --122.09,37.66,40.0,1340.0,313.0,766.0,271.0,3.4722,135400.0,NEAR BAY --122.09,37.66,39.0,1160.0,259.0,725.0,274.0,2.2222,158300.0,NEAR BAY --122.05,37.68,32.0,2015.0,318.0,1019.0,340.0,6.1104,240700.0,NEAR BAY --122.06,37.67,22.0,3882.0,816.0,1830.0,743.0,4.2733,180700.0,NEAR BAY --122.07,37.67,27.0,3239.0,671.0,1469.0,616.0,3.2465,230600.0,NEAR BAY --122.07,37.67,28.0,2932.0,739.0,1198.0,624.0,3.2417,210800.0,NEAR BAY --122.07,37.67,38.0,2104.0,409.0,1039.0,394.0,3.875,165300.0,NEAR BAY --122.04,37.67,29.0,1694.0,251.0,690.0,242.0,6.0501,254200.0,NEAR BAY --122.04,37.67,18.0,3000.0,419.0,1155.0,415.0,6.8233,332600.0,NEAR BAY --122.04,37.66,23.0,2419.0,348.0,1066.0,384.0,6.3501,350000.0,NEAR BAY --122.07,37.66,28.0,2280.0,610.0,1255.0,587.0,2.6719,161200.0,NEAR BAY --122.07,37.66,21.0,5031.0,1168.0,2461.0,1042.0,3.875,179300.0,NEAR BAY --122.08,37.66,33.0,1547.0,372.0,1063.0,356.0,2.5625,154300.0,NEAR BAY --122.07,37.65,31.0,3300.0,790.0,2181.0,740.0,3.016,161800.0,NEAR BAY --122.08,37.65,17.0,5018.0,1439.0,3069.0,1299.0,2.7694,161900.0,NEAR BAY --122.08,37.65,35.0,1813.0,393.0,1093.0,374.0,3.6818,165400.0,NEAR BAY --122.08,37.66,37.0,1997.0,436.0,1349.0,437.0,2.1382,166600.0,NEAR BAY --122.1,37.66,37.0,901.0,191.0,599.0,206.0,3.7303,149700.0,NEAR BAY --122.1,37.66,35.0,686.0,142.0,480.0,149.0,3.875,162100.0,NEAR BAY --122.1,37.66,33.0,1954.0,464.0,1293.0,448.0,3.0489,152600.0,NEAR BAY --122.09,37.65,27.0,2630.0,722.0,1414.0,634.0,2.8203,195200.0,NEAR BAY --122.09,37.65,35.0,1130.0,192.0,543.0,184.0,4.3897,190600.0,NEAR BAY --122.09,37.65,35.0,1184.0,200.0,572.0,194.0,4.7143,193800.0,NEAR BAY --122.1,37.66,34.0,656.0,115.0,342.0,112.0,4.6875,200600.0,NEAR BAY --122.11,37.66,29.0,2544.0,643.0,2332.0,603.0,3.2091,150000.0,NEAR BAY --122.1,37.66,36.0,1305.0,225.0,768.0,234.0,4.275,185300.0,NEAR BAY --122.11,37.66,36.0,1755.0,316.0,913.0,299.0,4.1302,172700.0,NEAR BAY --122.11,37.66,35.0,2843.0,652.0,1726.0,643.0,3.09,174100.0,NEAR BAY --122.1,37.65,25.0,2538.0,494.0,1185.0,501.0,4.5417,194400.0,NEAR BAY --122.1,37.64,28.0,1784.0,311.0,735.0,278.0,4.6635,206700.0,NEAR BAY --122.1,37.65,31.0,1797.0,327.0,796.0,319.0,4.4427,204500.0,NEAR BAY --122.1,37.65,36.0,410.0,76.0,252.0,82.0,4.5303,175000.0,NEAR BAY --122.12,37.65,26.0,162.0,27.0,86.0,25.0,2.375,137500.0,NEAR BAY --122.1,37.63,18.0,9963.0,2031.0,5613.0,1946.0,3.8171,187200.0,NEAR BAY --122.1,37.61,35.0,2361.0,458.0,1727.0,467.0,4.5281,173600.0,NEAR BAY --122.13,37.66,19.0,862.0,167.0,407.0,183.0,4.3456,163000.0,NEAR BAY --122.11,37.65,18.0,4335.0,808.0,2041.0,734.0,3.4861,331600.0,NEAR BAY --122.11,37.64,31.0,1487.0,280.0,854.0,301.0,5.2312,197600.0,NEAR BAY --122.11,37.64,8.0,3592.0,849.0,1907.0,746.0,3.6708,197900.0,NEAR BAY --122.12,37.64,40.0,432.0,102.0,264.0,77.0,3.8875,228100.0,NEAR BAY --122.09,37.63,34.0,1457.0,242.0,735.0,249.0,3.9167,189500.0,NEAR BAY --122.09,37.64,32.0,1578.0,284.0,836.0,292.0,3.9063,184200.0,NEAR BAY --122.1,37.63,29.0,2172.0,435.0,1377.0,408.0,3.7895,180900.0,NEAR BAY --122.08,37.64,36.0,1340.0,245.0,789.0,248.0,3.8,172000.0,NEAR BAY --122.08,37.64,36.0,1116.0,199.0,662.0,226.0,5.7309,177900.0,NEAR BAY --122.09,37.64,36.0,1885.0,307.0,853.0,271.0,4.1141,173100.0,NEAR BAY --122.09,37.64,36.0,1180.0,212.0,664.0,200.0,5.2838,172600.0,NEAR BAY --122.08,37.64,30.0,5267.0,1253.0,4065.0,1113.0,3.3479,182100.0,NEAR BAY --122.08,37.64,23.0,1897.0,440.0,1109.0,418.0,3.142,179500.0,NEAR BAY --122.08,37.63,31.0,767.0,171.0,548.0,185.0,3.7614,176000.0,NEAR BAY --122.08,37.63,33.0,691.0,127.0,431.0,149.0,4.25,192600.0,NEAR BAY --122.08,37.64,36.0,786.0,133.0,463.0,160.0,3.9338,182700.0,NEAR BAY --122.07,37.64,22.0,5861.0,1516.0,5436.0,1463.0,2.5158,134900.0,NEAR BAY --122.07,37.63,27.0,2784.0,723.0,2028.0,693.0,2.4808,157600.0,NEAR BAY --122.07,37.64,25.0,4524.0,860.0,2426.0,862.0,4.7083,190900.0,NEAR BAY --122.06,37.64,37.0,1468.0,304.0,1038.0,282.0,4.1652,158200.0,NEAR BAY --122.06,37.64,20.0,1655.0,450.0,857.0,430.0,3.5541,350000.0,NEAR BAY --122.06,37.65,33.0,1227.0,286.0,848.0,291.0,3.8036,158200.0,NEAR BAY --122.06,37.64,33.0,1160.0,252.0,729.0,220.0,3.8259,146100.0,NEAR BAY --122.04,37.63,33.0,952.0,172.0,369.0,159.0,3.2331,226700.0,NEAR BAY --122.03,37.62,35.0,2072.0,352.0,1001.0,350.0,4.7109,198700.0,NEAR BAY --122.03,37.62,32.0,2964.0,547.0,1472.0,527.0,4.2468,221200.0,NEAR BAY --122.04,37.62,35.0,1032.0,173.0,453.0,176.0,6.396,208500.0,NEAR BAY --122.04,37.62,35.0,657.0,118.0,328.0,134.0,3.8125,204200.0,NEAR BAY --122.04,37.62,32.0,1540.0,324.0,793.0,302.0,3.2857,193200.0,NEAR BAY --122.03,37.62,35.0,1298.0,236.0,632.0,204.0,3.8929,209500.0,NEAR BAY --122.03,37.61,36.0,1409.0,271.0,1002.0,281.0,3.7262,164900.0,NEAR BAY --122.03,37.61,37.0,1383.0,259.0,808.0,241.0,4.0125,161400.0,NEAR BAY --122.04,37.61,36.0,1151.0,216.0,727.0,215.0,4.1719,187000.0,NEAR BAY --122.04,37.62,35.0,899.0,179.0,455.0,185.0,4.2857,190400.0,NEAR BAY --122.08,37.63,37.0,1793.0,364.0,1534.0,346.0,3.6458,156600.0,NEAR BAY --122.08,37.62,17.0,2485.0,518.0,1139.0,550.0,2.6875,157300.0,NEAR BAY --122.07,37.63,35.0,1931.0,376.0,1175.0,337.0,3.7292,168100.0,NEAR BAY --122.07,37.63,24.0,2329.0,465.0,1401.0,453.0,4.5913,177600.0,NEAR BAY --122.06,37.63,12.0,6711.0,1374.0,3388.0,1289.0,3.8625,208900.0,NEAR BAY --122.06,37.63,23.0,1939.0,356.0,841.0,364.0,3.3611,169200.0,NEAR BAY --122.05,37.61,16.0,1642.0,346.0,705.0,351.0,2.8971,163900.0,NEAR BAY --122.08,37.63,34.0,1619.0,293.0,1148.0,310.0,4.0326,164700.0,NEAR BAY --122.08,37.63,35.0,517.0,108.0,391.0,107.0,4.0682,156900.0,NEAR BAY --122.09,37.63,36.0,1570.0,274.0,992.0,249.0,5.3644,168800.0,NEAR BAY --122.09,37.63,35.0,1213.0,221.0,790.0,243.0,4.7019,174100.0,NEAR BAY --122.08,37.62,27.0,1826.0,309.0,1016.0,313.0,5.64,206500.0,NEAR BAY --122.08,37.61,26.0,2261.0,443.0,1039.0,395.0,3.7931,203900.0,NEAR BAY --121.99,37.61,9.0,3666.0,711.0,2341.0,703.0,4.6458,217000.0,<1H OCEAN --122.02,37.6,36.0,1633.0,345.0,1382.0,338.0,3.694,159600.0,NEAR BAY --122.02,37.6,31.0,2155.0,522.0,1858.0,437.0,2.652,159800.0,NEAR BAY --122.02,37.6,32.0,1295.0,280.0,1156.0,300.0,3.5,154300.0,NEAR BAY --122.02,37.6,32.0,1295.0,295.0,1097.0,328.0,3.2386,149600.0,NEAR BAY --122.03,37.61,33.0,1518.0,302.0,831.0,268.0,5.097,188600.0,NEAR BAY --122.04,37.6,17.0,3314.0,638.0,1873.0,602.0,4.3875,238500.0,NEAR BAY --122.06,37.6,22.0,3009.0,497.0,1640.0,514.0,4.625,235300.0,NEAR BAY --122.08,37.61,6.0,2605.0,474.0,1568.0,433.0,5.0406,261400.0,NEAR BAY --122.06,37.6,17.0,5159.0,832.0,3174.0,817.0,5.8704,234400.0,NEAR BAY --122.06,37.6,18.0,1726.0,276.0,1186.0,310.0,5.3226,231700.0,NEAR BAY --122.08,37.59,16.0,1816.0,365.0,1367.0,355.0,4.235,156300.0,NEAR BAY --122.07,37.59,13.0,2578.0,551.0,1680.0,528.0,4.825,222000.0,NEAR BAY --122.08,37.58,15.0,2576.0,418.0,1657.0,410.0,5.5218,254400.0,NEAR BAY --122.07,37.58,16.0,1644.0,251.0,1033.0,267.0,6.5116,244300.0,NEAR BAY --122.07,37.58,16.0,1606.0,240.0,1117.0,268.0,6.0661,247000.0,NEAR BAY --122.08,37.58,16.0,3349.0,544.0,2003.0,488.0,6.0074,236500.0,NEAR BAY --122.07,37.59,15.0,3475.0,686.0,2568.0,653.0,4.6211,151400.0,NEAR BAY --122.07,37.58,16.0,1893.0,338.0,1461.0,344.0,5.225,213700.0,NEAR BAY --122.04,37.59,14.0,1727.0,302.0,1116.0,273.0,5.3428,243600.0,NEAR BAY --122.05,37.59,15.0,6243.0,1273.0,3163.0,1274.0,3.7462,212500.0,NEAR BAY --122.03,37.6,24.0,2077.0,383.0,1488.0,389.0,4.5721,214700.0,NEAR BAY --122.02,37.59,18.0,1165.0,333.0,855.0,319.0,3.6923,213200.0,NEAR BAY --122.03,37.59,16.0,4371.0,889.0,2530.0,817.0,4.6786,256000.0,NEAR BAY --122.01,37.59,2.0,838.0,295.0,240.0,149.0,2.875,237500.0,NEAR BAY --122.02,37.58,15.0,3052.0,760.0,2097.0,728.0,3.3617,178100.0,NEAR BAY --122.01,37.58,17.0,4313.0,717.0,2629.0,721.0,5.7579,231800.0,NEAR BAY --122.09,37.6,36.0,385.0,94.0,295.0,92.0,2.9706,147900.0,NEAR BAY --122.08,37.6,10.0,3046.0,678.0,2056.0,628.0,3.9022,191700.0,NEAR BAY --121.97,37.57,21.0,4342.0,783.0,2172.0,789.0,4.6146,247600.0,<1H OCEAN --121.96,37.58,15.0,3575.0,597.0,1777.0,559.0,5.7192,283500.0,<1H OCEAN --121.98,37.58,20.0,4126.0,1031.0,2079.0,975.0,3.6832,216900.0,<1H OCEAN --121.99,37.58,31.0,2878.0,478.0,1276.0,485.0,6.2073,282500.0,<1H OCEAN --122.0,37.58,6.0,4405.0,717.0,2071.0,688.0,5.8151,295600.0,<1H OCEAN --122.01,37.57,14.0,16199.0,2993.0,8117.0,2847.0,5.8322,281800.0,NEAR BAY --122.04,37.58,14.0,14917.0,2708.0,8012.0,2606.0,5.6277,269800.0,NEAR BAY --122.04,37.57,12.0,5719.0,1064.0,3436.0,1057.0,5.2879,231200.0,NEAR BAY --122.07,37.57,8.0,8647.0,1407.0,5019.0,1379.0,6.5615,318300.0,NEAR BAY --122.06,37.58,15.0,8112.0,1376.0,4576.0,1348.0,5.6758,253400.0,NEAR BAY --122.05,37.57,7.0,10648.0,1818.0,6075.0,1797.0,6.1047,278200.0,NEAR BAY --121.93,37.49,5.0,1150.0,311.0,648.0,245.0,3.5714,300000.0,<1H OCEAN --122.07,37.52,3.0,14014.0,2861.0,7205.0,2753.0,6.0824,273500.0,NEAR BAY --122.02,37.56,23.0,4332.0,857.0,2461.0,829.0,4.3594,223400.0,NEAR BAY --122.02,37.56,35.0,1716.0,312.0,914.0,316.0,5.5737,214500.0,NEAR BAY --122.03,37.56,31.0,4981.0,964.0,2841.0,924.0,4.8962,220200.0,NEAR BAY --122.03,37.56,24.0,8444.0,1492.0,4446.0,1491.0,4.6978,240300.0,NEAR BAY --122.01,37.56,6.0,3028.0,778.0,1531.0,736.0,4.4259,158000.0,NEAR BAY --122.01,37.55,26.0,2068.0,532.0,1434.0,495.0,3.3008,224200.0,NEAR BAY --122.02,37.55,33.0,1325.0,274.0,909.0,267.0,4.5687,177200.0,NEAR BAY --122.01,37.56,24.0,2563.0,485.0,1174.0,501.0,3.8179,216100.0,NEAR BAY --121.99,37.56,18.0,5505.0,1005.0,2641.0,971.0,5.0,269700.0,<1H OCEAN --121.99,37.56,20.0,6462.0,1294.0,3288.0,1235.0,4.3393,231200.0,<1H OCEAN --121.96,37.55,4.0,3746.0,993.0,1606.0,838.0,4.1387,162500.0,<1H OCEAN --121.97,37.56,13.0,8918.0,1823.0,4518.0,1772.0,4.8052,254000.0,<1H OCEAN --121.97,37.54,31.0,1949.0,344.0,986.0,322.0,4.6349,196200.0,<1H OCEAN --121.97,37.55,17.0,4924.0,1247.0,3080.0,1182.0,3.168,189400.0,<1H OCEAN --121.98,37.54,17.0,5133.0,1375.0,3386.0,1339.0,3.1326,220800.0,<1H OCEAN --121.99,37.55,16.0,6647.0,2098.0,4649.0,1903.0,2.9074,213800.0,<1H OCEAN --121.94,37.56,15.0,5674.0,748.0,2412.0,714.0,8.3996,442900.0,<1H OCEAN --121.95,37.55,21.0,10687.0,1540.0,4552.0,1520.0,6.6478,333400.0,<1H OCEAN --121.93,37.54,25.0,1354.0,192.0,596.0,220.0,6.629,352400.0,<1H OCEAN --121.94,37.54,27.0,3715.0,526.0,1631.0,538.0,6.2179,305300.0,<1H OCEAN --121.94,37.53,33.0,2095.0,342.0,941.0,304.0,5.761,259600.0,<1H OCEAN --121.95,37.54,29.0,3517.0,645.0,1724.0,585.0,4.6641,248900.0,<1H OCEAN --121.94,37.54,31.0,2537.0,382.0,1067.0,410.0,6.7599,356000.0,<1H OCEAN --121.96,37.54,14.0,5106.0,1207.0,2738.0,1108.0,3.9909,236000.0,<1H OCEAN --121.96,37.53,23.0,2215.0,475.0,1278.0,492.0,4.2955,218800.0,<1H OCEAN --121.96,37.53,28.0,2949.0,529.0,1538.0,545.0,4.9615,228000.0,<1H OCEAN --121.96,37.53,18.0,2375.0,652.0,1252.0,586.0,2.6198,235900.0,<1H OCEAN --121.97,37.54,28.0,2312.0,496.0,1344.0,467.0,4.7135,203200.0,<1H OCEAN --121.97,37.53,35.0,2277.0,420.0,1353.0,413.0,4.75,197000.0,<1H OCEAN --121.97,37.53,26.0,2506.0,387.0,1273.0,406.0,5.4299,236400.0,<1H OCEAN --121.98,37.53,28.0,2829.0,566.0,1610.0,540.0,4.6,223200.0,<1H OCEAN --121.98,37.53,26.0,3179.0,703.0,2142.0,639.0,4.1947,222700.0,<1H OCEAN --121.99,37.54,26.0,2332.0,371.0,1285.0,404.0,5.388,225000.0,<1H OCEAN --121.99,37.54,18.0,3584.0,715.0,1673.0,661.0,3.9444,240100.0,<1H OCEAN --121.99,37.54,28.0,3046.0,507.0,1772.0,516.0,5.3283,227900.0,<1H OCEAN --121.99,37.55,28.0,2414.0,415.0,1106.0,453.0,4.8403,268600.0,<1H OCEAN --122.0,37.54,29.0,4133.0,744.0,2023.0,749.0,5.1616,275100.0,<1H OCEAN --122.01,37.55,34.0,2791.0,495.0,1276.0,468.0,4.9167,256300.0,NEAR BAY --122.0,37.55,27.0,6103.0,1249.0,3026.0,1134.0,4.1591,332400.0,<1H OCEAN --122.01,37.54,32.0,2572.0,406.0,1128.0,395.0,5.0,287600.0,NEAR BAY --122.0,37.54,26.0,1910.0,371.0,852.0,357.0,5.8325,298900.0,<1H OCEAN --122.01,37.53,27.0,1890.0,303.0,889.0,314.0,5.7057,287600.0,NEAR BAY --121.99,37.53,25.0,5405.0,939.0,2831.0,923.0,5.0423,222200.0,<1H OCEAN --121.97,37.52,26.0,3761.0,623.0,1776.0,613.0,4.5317,232600.0,<1H OCEAN --121.97,37.51,25.0,3333.0,511.0,1671.0,504.0,5.4359,258300.0,<1H OCEAN --121.97,37.52,23.0,4925.0,948.0,2530.0,894.0,5.0824,230900.0,<1H OCEAN --121.95,37.52,33.0,3994.0,764.0,2721.0,763.0,5.2308,196900.0,<1H OCEAN --121.96,37.51,22.0,5811.0,1125.0,3215.0,1086.0,4.4107,223500.0,<1H OCEAN --121.96,37.52,26.0,4211.0,741.0,2352.0,734.0,5.2396,223900.0,<1H OCEAN --121.93,37.53,27.0,5532.0,973.0,2855.0,960.0,4.7478,243500.0,<1H OCEAN --121.92,37.53,7.0,28258.0,3864.0,12203.0,3701.0,8.4045,451100.0,<1H OCEAN --121.89,37.49,9.0,4909.0,577.0,1981.0,591.0,9.7194,500001.0,<1H OCEAN --121.92,37.49,10.0,7441.0,1588.0,3571.0,1466.0,5.1643,193100.0,<1H OCEAN --121.92,37.48,23.0,4314.0,676.0,1972.0,623.0,5.3813,264400.0,<1H OCEAN --121.92,37.47,26.0,2016.0,322.0,1105.0,357.0,6.0878,246900.0,<1H OCEAN --121.91,37.47,13.0,5377.0,744.0,2759.0,760.0,6.868,337300.0,<1H OCEAN --122.03,37.55,22.0,9167.0,1373.0,4319.0,1404.0,6.992,284800.0,NEAR BAY --122.03,37.55,26.0,3087.0,532.0,1597.0,483.0,4.9118,217300.0,NEAR BAY --122.04,37.55,23.0,3170.0,532.0,1446.0,515.0,4.4357,291700.0,NEAR BAY --122.04,37.54,26.0,2145.0,369.0,1285.0,377.0,4.9464,223800.0,NEAR BAY --122.05,37.54,25.0,4209.0,731.0,2568.0,703.0,5.2882,223100.0,NEAR BAY --122.05,37.55,23.0,4247.0,835.0,2357.0,823.0,5.1321,211300.0,NEAR BAY --122.04,37.53,25.0,4458.0,922.0,2998.0,890.0,3.9667,218500.0,NEAR BAY --122.04,37.5,17.0,407.0,97.0,307.0,100.0,3.1696,156300.0,NEAR BAY --122.06,37.54,20.0,6483.0,1068.0,3526.0,1060.0,5.0838,248200.0,NEAR BAY --122.03,37.54,35.0,1867.0,343.0,1213.0,338.0,4.8214,186000.0,NEAR BAY --122.03,37.54,6.0,2918.0,672.0,1911.0,639.0,4.1406,178200.0,NEAR BAY --122.04,37.53,34.0,2316.0,478.0,1524.0,467.0,3.7364,190400.0,NEAR BAY --122.02,37.54,31.0,1240.0,264.0,719.0,236.0,3.535,210300.0,NEAR BAY --122.03,37.54,16.0,4458.0,856.0,3038.0,870.0,5.0739,208000.0,NEAR BAY --122.03,37.53,18.0,1746.0,437.0,1268.0,404.0,3.256,183300.0,NEAR BAY --122.01,37.53,19.0,4572.0,712.0,2346.0,709.0,6.0667,245700.0,NEAR BAY --122.02,37.53,21.0,4280.0,673.0,2216.0,681.0,5.7072,242200.0,NEAR BAY --122.0,37.51,7.0,6352.0,1390.0,3223.0,1316.0,4.9867,181700.0,<1H OCEAN --121.92,37.72,4.0,7477.0,1576.0,2937.0,1506.0,5.1437,299400.0,<1H OCEAN --121.92,37.72,22.0,4638.0,716.0,2302.0,687.0,5.347,219500.0,<1H OCEAN --121.91,37.71,25.0,4377.0,668.0,2038.0,671.0,5.7233,231800.0,<1H OCEAN --121.93,37.72,26.0,3816.0,637.0,1935.0,642.0,4.4697,221300.0,<1H OCEAN --121.93,37.72,26.0,2806.0,459.0,1453.0,444.0,4.9107,213800.0,<1H OCEAN --121.93,37.71,26.0,4822.0,845.0,2288.0,805.0,4.2281,206000.0,<1H OCEAN --121.94,37.71,15.0,6473.0,1027.0,2484.0,970.0,5.0143,271100.0,<1H OCEAN --121.96,37.71,6.0,8072.0,1050.0,3386.0,1062.0,7.2494,336500.0,<1H OCEAN --121.92,37.64,46.0,1280.0,209.0,512.0,208.0,5.1406,315600.0,INLAND --121.93,37.66,24.0,3166.0,424.0,1081.0,400.0,8.3337,500001.0,<1H OCEAN --121.92,37.69,13.0,3742.0,555.0,1590.0,559.0,7.316,285400.0,<1H OCEAN --121.9,37.66,18.0,7397.0,1137.0,3126.0,1115.0,6.4994,323000.0,INLAND --121.92,37.68,23.0,1655.0,223.0,706.0,219.0,7.2211,291900.0,<1H OCEAN --121.93,37.7,3.0,2456.0,582.0,793.0,456.0,4.4087,225600.0,<1H OCEAN --121.91,37.69,23.0,2179.0,308.0,926.0,299.0,5.9345,259600.0,<1H OCEAN --121.91,37.68,20.0,1804.0,254.0,831.0,260.0,6.177,262900.0,<1H OCEAN --121.91,37.68,18.0,3631.0,547.0,1700.0,520.0,5.817,257300.0,<1H OCEAN --121.91,37.69,18.0,2876.0,423.0,1395.0,427.0,6.3132,259200.0,<1H OCEAN --121.89,37.68,12.0,7490.0,1207.0,3329.0,1136.0,6.3373,339700.0,<1H OCEAN --121.88,37.68,23.0,2234.0,270.0,854.0,286.0,7.333,337200.0,INLAND --121.89,37.68,22.0,1898.0,239.0,734.0,245.0,6.2918,334100.0,<1H OCEAN --121.88,37.67,16.0,4070.0,624.0,1543.0,577.0,6.5214,311500.0,INLAND --121.88,37.67,25.0,2244.0,301.0,937.0,324.0,6.4524,296900.0,INLAND --121.89,37.67,20.0,2948.0,471.0,1181.0,474.0,6.0604,247900.0,INLAND --121.89,37.67,19.0,2034.0,288.0,852.0,295.0,6.5285,300400.0,INLAND --121.9,37.67,15.0,2130.0,273.0,876.0,285.0,7.2639,332400.0,<1H OCEAN --121.9,37.67,7.0,9540.0,1294.0,3926.0,1229.0,7.4353,389800.0,<1H OCEAN --121.88,37.66,29.0,2702.0,680.0,1360.0,642.0,3.1127,233000.0,INLAND --121.87,37.66,39.0,522.0,116.0,161.0,102.0,2.4896,238500.0,INLAND --121.87,37.66,52.0,775.0,134.0,315.0,123.0,5.0677,233300.0,INLAND --121.89,37.66,3.0,1565.0,464.0,769.0,461.0,2.1187,231300.0,INLAND --121.88,37.64,20.0,1309.0,184.0,514.0,172.0,10.9506,475800.0,INLAND --121.87,37.57,13.0,5519.0,833.0,2444.0,825.0,7.0691,393200.0,<1H OCEAN --121.87,37.67,10.0,4337.0,800.0,1813.0,743.0,5.5,247200.0,INLAND --121.87,37.67,28.0,1812.0,294.0,853.0,278.0,4.9879,229400.0,INLAND --121.85,37.68,4.0,4719.0,741.0,1895.0,742.0,6.8132,282500.0,INLAND --121.85,37.66,14.0,4236.0,701.0,1833.0,663.0,5.6399,300600.0,INLAND --121.86,37.66,22.0,3634.0,664.0,1699.0,640.0,4.1597,293200.0,INLAND --121.87,37.66,27.0,1569.0,242.0,583.0,214.0,5.7519,278500.0,INLAND --121.84,37.66,13.0,13182.0,2074.0,4847.0,1950.0,5.6417,352900.0,INLAND --121.85,37.72,43.0,228.0,40.0,83.0,42.0,10.3203,400000.0,INLAND --121.82,37.73,47.0,127.0,23.0,51.0,21.0,4.3472,375000.0,INLAND --121.86,37.7,13.0,9621.0,1344.0,4389.0,1391.0,6.6827,313700.0,INLAND --121.89,37.69,4.0,6159.0,1510.0,2649.0,1241.0,3.62,139300.0,<1H OCEAN --121.77,37.65,16.0,4290.0,554.0,1952.0,576.0,7.3588,327500.0,INLAND --121.62,37.61,26.0,1786.0,306.0,771.0,279.0,5.7239,430600.0,INLAND --121.61,37.77,32.0,404.0,74.0,144.0,58.0,4.2083,125000.0,INLAND --121.72,37.7,17.0,1671.0,352.0,729.0,252.0,6.1023,450000.0,INLAND --121.73,37.71,12.0,5608.0,1049.0,2595.0,1067.0,3.9864,200200.0,INLAND --121.75,37.71,11.0,12070.0,2220.0,5826.0,2125.0,4.8624,192400.0,INLAND --121.77,37.74,25.0,494.0,81.0,254.0,85.0,9.1531,418800.0,INLAND --121.8,37.7,22.0,5533.0,943.0,2474.0,910.0,4.7361,216800.0,INLAND --121.8,37.69,17.0,3956.0,639.0,2222.0,662.0,5.4324,215500.0,INLAND --121.82,37.69,12.0,1906.0,351.0,802.0,319.0,4.9375,227700.0,INLAND --121.76,37.69,29.0,3433.0,711.0,1919.0,709.0,3.3841,184400.0,INLAND --121.77,37.68,36.0,1687.0,372.0,950.0,372.0,3.5532,158400.0,INLAND --121.78,37.69,34.0,2358.0,498.0,1157.0,461.0,3.3618,174600.0,INLAND --121.78,37.69,35.0,2853.0,588.0,1761.0,572.0,4.3533,168400.0,INLAND --121.79,37.69,25.0,6296.0,1082.0,3200.0,1047.0,4.5357,188400.0,INLAND --121.76,37.7,9.0,3980.0,736.0,1705.0,679.0,5.7068,256700.0,INLAND --121.75,37.69,26.0,2647.0,536.0,1422.0,522.0,3.7212,183800.0,INLAND --121.75,37.68,35.0,1755.0,299.0,702.0,263.0,5.2443,183400.0,INLAND --121.76,37.68,35.0,1864.0,357.0,1189.0,349.0,4.2361,177500.0,INLAND --121.76,37.68,32.0,1078.0,207.0,555.0,197.0,3.1856,186900.0,INLAND --121.73,37.68,17.0,20354.0,3493.0,8768.0,3293.0,5.4496,238900.0,INLAND --121.78,37.68,17.0,3112.0,872.0,1392.0,680.0,3.0222,172500.0,INLAND --121.77,37.68,44.0,495.0,112.0,277.0,109.0,2.6667,179200.0,INLAND --121.76,37.68,52.0,2157.0,418.0,929.0,419.0,3.7301,204400.0,INLAND --121.77,37.68,41.0,1501.0,299.0,629.0,288.0,4.6806,209400.0,INLAND --121.77,37.67,20.0,8068.0,1217.0,3489.0,1259.0,5.7907,264200.0,INLAND --121.76,37.67,6.0,3023.0,518.0,1225.0,468.0,6.3705,350000.0,INLAND --121.78,37.67,26.0,2211.0,344.0,1024.0,321.0,5.2649,199800.0,INLAND --121.79,37.67,26.0,2163.0,339.0,947.0,346.0,6.0797,211000.0,INLAND --121.78,37.67,28.0,1773.0,278.0,804.0,269.0,4.8571,201100.0,INLAND --121.78,37.66,25.0,1947.0,418.0,900.0,354.0,3.8523,193000.0,INLAND --121.79,37.66,22.0,14701.0,2210.0,6693.0,2232.0,5.98,245000.0,INLAND --119.78,38.69,17.0,1364.0,282.0,338.0,152.0,2.45,117600.0,INLAND --119.93,38.72,15.0,2061.0,465.0,573.0,196.0,2.2417,97900.0,INLAND --120.0,38.52,16.0,3045.0,543.0,202.0,102.0,3.15,140600.0,INLAND --120.56,38.48,14.0,3545.0,702.0,946.0,411.0,3.4609,120900.0,INLAND --120.59,38.45,13.0,2944.0,558.0,1091.0,466.0,3.0,119000.0,INLAND --120.55,38.46,16.0,1443.0,249.0,435.0,181.0,3.2031,129200.0,INLAND --120.55,38.45,17.0,2277.0,474.0,767.0,356.0,2.5208,99100.0,INLAND --120.55,38.43,18.0,1564.0,357.0,618.0,277.0,2.3549,108900.0,INLAND --120.25,38.55,15.0,4403.0,891.0,1103.0,433.0,3.0125,111700.0,INLAND --120.79,38.54,34.0,1133.0,254.0,495.0,187.0,2.05,68900.0,INLAND --120.8,38.51,23.0,1001.0,195.0,369.0,157.0,3.125,96400.0,INLAND --120.65,38.5,10.0,1783.0,337.0,638.0,262.0,2.65,116700.0,INLAND --120.76,38.47,17.0,1521.0,309.0,607.0,240.0,3.5,123800.0,INLAND --120.88,38.45,25.0,1374.0,297.0,657.0,288.0,2.5476,97900.0,INLAND --120.79,38.43,40.0,1391.0,246.0,546.0,214.0,3.9107,129800.0,INLAND --120.69,38.44,13.0,1473.0,265.0,597.0,228.0,4.2917,121300.0,INLAND --120.93,38.5,15.0,1248.0,234.0,529.0,216.0,3.3393,107200.0,INLAND --120.97,38.42,16.0,1748.0,322.0,4930.0,287.0,4.3029,121900.0,INLAND --120.87,38.37,28.0,3998.0,765.0,1614.0,698.0,2.8125,113400.0,INLAND --120.98,38.34,27.0,3471.0,653.0,1793.0,600.0,3.5508,99100.0,INLAND --120.88,38.32,18.0,2791.0,492.0,1187.0,438.0,3.2589,103000.0,INLAND --120.93,38.26,13.0,2084.0,449.0,834.0,305.0,3.2937,114200.0,INLAND --120.72,38.42,17.0,5654.0,1085.0,2237.0,953.0,3.0465,144100.0,INLAND --120.77,38.38,15.0,4221.0,816.0,1737.0,743.0,2.3125,128600.0,INLAND --120.72,38.38,9.0,1787.0,347.0,806.0,306.0,2.525,157200.0,INLAND --120.66,38.4,18.0,2144.0,420.0,985.0,381.0,3.175,118500.0,INLAND --120.65,38.42,23.0,1538.0,305.0,730.0,267.0,2.6078,116700.0,INLAND --120.62,38.39,15.0,3750.0,691.0,1444.0,603.0,2.7399,134800.0,INLAND --120.69,38.36,19.0,3267.0,614.0,1252.0,566.0,2.7236,109900.0,INLAND --120.71,38.34,16.0,1257.0,231.0,559.0,213.0,4.4531,144300.0,INLAND --120.8,38.31,37.0,1341.0,256.0,533.0,242.0,3.2135,123600.0,INLAND --121.83,39.76,12.0,9831.0,1921.0,4644.0,1775.0,3.1142,112600.0,INLAND --121.82,39.76,23.0,6010.0,1116.0,2710.0,1149.0,3.0068,107300.0,INLAND --121.86,39.78,12.0,7653.0,1578.0,3628.0,1494.0,3.0905,117800.0,INLAND --121.85,39.77,17.0,5273.0,1177.0,2446.0,1199.0,1.9362,89900.0,INLAND --121.84,39.76,14.0,2351.0,620.0,1215.0,548.0,2.3155,102300.0,INLAND --121.86,39.76,19.0,7254.0,1785.0,4030.0,1667.0,2.0094,87300.0,INLAND --121.89,39.76,15.0,10265.0,1860.0,4591.0,1906.0,3.07,142600.0,INLAND --121.88,39.74,12.0,14631.0,3298.0,7517.0,3262.0,1.6785,153100.0,INLAND --121.87,39.75,22.0,1707.0,296.0,822.0,297.0,3.6625,126600.0,INLAND --121.86,39.75,18.0,1651.0,309.0,856.0,293.0,3.5046,118300.0,INLAND --121.87,39.74,7.0,1737.0,290.0,747.0,265.0,3.9,147000.0,INLAND --121.85,39.75,39.0,568.0,127.0,267.0,129.0,1.8095,78100.0,INLAND --121.85,39.74,39.0,1139.0,265.0,623.0,264.0,2.2833,85800.0,INLAND --121.85,39.74,41.0,2901.0,689.0,1426.0,632.0,1.5633,84500.0,INLAND --121.85,39.73,52.0,444.0,80.0,1107.0,98.0,3.4191,137500.0,INLAND --121.85,39.73,17.0,3425.0,827.0,2469.0,758.0,0.9393,88900.0,INLAND --121.86,39.74,13.0,3494.0,843.0,1571.0,784.0,1.1019,120200.0,INLAND --121.84,39.75,29.0,4362.0,1053.0,2053.0,1000.0,1.7284,74500.0,INLAND --121.84,39.74,43.0,2976.0,599.0,1181.0,560.0,2.2621,85100.0,INLAND --121.83,39.74,34.0,3263.0,604.0,1290.0,594.0,2.575,130300.0,INLAND --121.8,39.75,28.0,2551.0,378.0,1011.0,374.0,4.3309,125200.0,INLAND --121.82,39.75,29.0,7744.0,1375.0,3316.0,1365.0,3.0253,111400.0,INLAND --121.82,39.75,37.0,2236.0,372.0,974.0,379.0,3.2016,97000.0,INLAND --121.8,39.75,11.0,7212.0,1355.0,3264.0,1264.0,3.1125,122600.0,INLAND --121.79,39.73,8.0,5690.0,1189.0,2887.0,1077.0,3.0625,116300.0,INLAND --121.78,39.71,8.0,140.0,28.0,84.0,29.0,2.125,179200.0,INLAND --121.82,39.73,44.0,2923.0,659.0,1371.0,626.0,2.2925,85800.0,INLAND --121.84,39.73,52.0,677.0,152.0,379.0,154.0,1.6797,94800.0,INLAND --121.84,39.73,52.0,502.0,100.0,311.0,100.0,1.5481,200000.0,INLAND --121.84,39.73,52.0,857.0,232.0,520.0,198.0,0.987,112500.0,INLAND --121.84,39.72,52.0,1457.0,389.0,802.0,342.0,0.9566,69000.0,INLAND --121.84,39.73,52.0,957.0,263.0,513.0,223.0,1.3672,55000.0,INLAND --121.83,39.73,52.0,1741.0,401.0,753.0,377.0,2.0064,77900.0,INLAND --121.85,39.72,18.0,7272.0,1559.0,5022.0,1524.0,1.6911,98800.0,INLAND --121.83,39.72,52.0,1890.0,420.0,974.0,383.0,1.6827,78700.0,INLAND --121.81,39.7,21.0,5051.0,1054.0,2948.0,980.0,1.5863,81300.0,INLAND --121.82,39.73,33.0,2242.0,517.0,1160.0,449.0,1.7426,60300.0,INLAND --121.82,39.72,42.0,2978.0,694.0,1879.0,679.0,1.5064,66300.0,INLAND --121.81,39.71,18.0,1222.0,250.0,708.0,281.0,2.0288,116700.0,INLAND --121.87,39.82,11.0,5103.0,825.0,2456.0,810.0,4.5032,159700.0,INLAND --121.89,39.71,26.0,2741.0,451.0,1217.0,437.0,3.7007,139200.0,INLAND --121.97,39.79,16.0,1453.0,299.0,904.0,286.0,3.5735,89600.0,INLAND --121.84,39.68,38.0,549.0,105.0,275.0,94.0,3.5375,153100.0,INLAND --121.8,39.64,25.0,2202.0,422.0,1109.0,403.0,2.8306,87500.0,INLAND --121.77,39.66,20.0,3759.0,,1705.0,600.0,4.712,158600.0,INLAND --121.74,39.59,24.0,1535.0,279.0,726.0,272.0,2.3833,95100.0,INLAND --121.9,39.59,20.0,1465.0,278.0,745.0,250.0,3.0625,93800.0,INLAND --121.75,39.88,16.0,2867.0,559.0,1203.0,449.0,2.7143,95300.0,INLAND --121.68,39.82,15.0,3996.0,748.0,1786.0,728.0,3.5189,141300.0,INLAND --121.54,40.06,17.0,858.0,262.0,47.0,27.0,2.4028,67500.0,INLAND --121.51,39.97,22.0,1468.0,285.0,611.0,235.0,2.3036,73000.0,INLAND --121.59,39.86,14.0,1527.0,269.0,665.0,261.0,2.8657,119600.0,INLAND --121.58,39.83,16.0,4591.0,904.0,1904.0,812.0,2.2419,93200.0,INLAND --121.6,39.8,10.0,1742.0,307.0,721.0,312.0,2.4537,117900.0,INLAND --121.62,39.79,11.0,3835.0,727.0,1456.0,658.0,2.5374,97200.0,INLAND --121.59,39.82,12.0,1958.0,369.0,875.0,354.0,2.3507,97600.0,INLAND --121.6,39.83,12.0,3744.0,699.0,1532.0,660.0,2.3079,95300.0,INLAND --121.63,39.82,11.0,3974.0,727.0,1610.0,634.0,2.6147,107700.0,INLAND --121.6,39.79,18.0,2672.0,533.0,1151.0,532.0,2.567,102900.0,INLAND --121.59,39.79,20.0,743.0,171.0,395.0,168.0,1.625,88300.0,INLAND --121.59,39.78,16.0,2754.0,570.0,1063.0,543.0,1.4048,86500.0,INLAND --121.59,39.78,18.0,945.0,205.0,385.0,207.0,2.1838,58000.0,INLAND --121.6,39.77,26.0,1503.0,343.0,699.0,296.0,1.875,84000.0,INLAND --121.61,39.77,25.0,1612.0,313.0,837.0,303.0,2.963,89500.0,INLAND --121.63,39.78,28.0,1677.0,327.0,770.0,309.0,2.6823,93400.0,INLAND --121.57,39.8,23.0,790.0,137.0,365.0,152.0,2.1912,115200.0,INLAND --121.57,39.78,18.0,2221.0,459.0,952.0,440.0,2.0458,105700.0,INLAND --121.59,39.77,24.0,1535.0,276.0,664.0,273.0,2.3068,97300.0,INLAND --121.58,39.79,19.0,2636.0,523.0,1184.0,465.0,2.7863,108600.0,INLAND --121.57,39.76,20.0,1384.0,257.0,557.0,232.0,2.0882,104900.0,INLAND --121.58,39.76,19.0,2487.0,485.0,1110.0,453.0,3.1061,110200.0,INLAND --121.58,39.76,18.0,1676.0,332.0,733.0,318.0,1.7875,103800.0,INLAND --121.59,39.75,20.0,908.0,206.0,481.0,211.0,2.2,80800.0,INLAND --121.6,39.77,23.0,2263.0,497.0,1138.0,455.0,2.3403,87300.0,INLAND --121.6,39.76,22.0,2447.0,556.0,1157.0,556.0,1.8245,85500.0,INLAND --121.61,39.76,31.0,2431.0,512.0,1026.0,427.0,2.5428,85000.0,INLAND --121.62,39.77,23.0,1759.0,366.0,788.0,359.0,1.8125,93500.0,INLAND --121.65,39.76,31.0,1599.0,318.0,794.0,303.0,3.0,96700.0,INLAND --121.63,39.76,22.0,2598.0,482.0,1151.0,490.0,2.8182,109700.0,INLAND --121.62,39.76,14.0,2063.0,559.0,934.0,529.0,1.7788,85800.0,INLAND --121.62,39.75,20.0,1173.0,261.0,523.0,258.0,1.0625,92800.0,INLAND --121.63,39.75,37.0,1296.0,296.0,569.0,257.0,1.8616,70500.0,INLAND --121.64,39.74,20.0,1808.0,334.0,763.0,335.0,2.3711,121800.0,INLAND --121.71,39.71,17.0,2748.0,556.0,1174.0,514.0,3.066,102600.0,INLAND --121.66,39.66,17.0,3502.0,655.0,1763.0,613.0,2.9625,101200.0,INLAND --121.56,39.69,8.0,2836.0,522.0,1163.0,512.0,3.13,168300.0,INLAND --121.57,39.74,17.0,1619.0,292.0,705.0,285.0,2.4623,126100.0,INLAND --121.59,39.74,17.0,1646.0,330.0,750.0,344.0,2.3798,83800.0,INLAND --121.6,39.75,19.0,2888.0,591.0,984.0,499.0,1.9766,92600.0,INLAND --121.6,39.68,15.0,1677.0,345.0,844.0,330.0,2.3958,111200.0,INLAND --121.5,39.83,15.0,1896.0,408.0,893.0,334.0,1.6948,87500.0,INLAND --121.41,39.72,17.0,1583.0,331.0,730.0,306.0,2.3895,87500.0,INLAND --121.39,39.61,22.0,2828.0,610.0,986.0,391.0,2.8871,94700.0,INLAND --121.24,39.65,35.0,632.0,148.0,221.0,102.0,2.3684,62500.0,INLAND --121.19,39.55,17.0,1483.0,284.0,481.0,211.0,1.4896,83300.0,INLAND --121.36,39.52,15.0,2490.0,527.0,1229.0,497.0,2.3917,85700.0,INLAND --121.56,39.52,9.0,818.0,197.0,358.0,197.0,1.7708,79500.0,INLAND --121.56,39.52,26.0,1957.0,429.0,945.0,397.0,1.7308,53600.0,INLAND --121.56,39.53,12.0,1733.0,421.0,1861.0,415.0,1.5771,65200.0,INLAND --121.54,39.6,15.0,886.0,204.0,576.0,205.0,2.1467,84100.0,INLAND --121.46,39.54,14.0,5549.0,1000.0,1822.0,919.0,2.9562,142300.0,INLAND --121.49,39.52,25.0,848.0,153.0,436.0,155.0,3.9028,93800.0,INLAND --121.44,39.5,26.0,1652.0,325.0,790.0,292.0,3.0446,90800.0,INLAND --121.47,39.49,17.0,1554.0,242.0,553.0,230.0,3.2174,91800.0,INLAND --121.47,39.51,19.0,3720.0,636.0,1304.0,607.0,2.6921,97500.0,INLAND --121.53,39.53,35.0,1806.0,293.0,683.0,295.0,4.5156,91200.0,INLAND --121.53,39.52,30.0,1030.0,161.0,448.0,159.0,2.4821,73800.0,INLAND --121.53,39.52,24.0,1028.0,185.0,471.0,186.0,2.9688,86400.0,INLAND --121.54,39.51,33.0,3585.0,757.0,1887.0,765.0,2.502,62100.0,INLAND --121.52,39.51,30.0,3085.0,610.0,1688.0,575.0,2.334,72200.0,INLAND --121.55,39.51,39.0,1551.0,353.0,684.0,310.0,2.0357,57600.0,INLAND --121.55,39.51,48.0,827.0,198.0,396.0,161.0,0.8024,58300.0,INLAND --121.55,39.51,50.0,1050.0,288.0,485.0,260.0,1.1607,51700.0,INLAND --121.56,39.51,47.0,1064.0,245.0,603.0,190.0,1.3654,57900.0,INLAND --121.56,39.51,46.0,1885.0,385.0,871.0,347.0,1.6352,53100.0,INLAND --121.57,39.5,31.0,2023.0,469.0,1073.0,436.0,1.5714,56100.0,INLAND --121.58,39.52,25.0,2409.0,490.0,1384.0,479.0,1.9956,58000.0,INLAND --121.58,39.51,24.0,1865.0,372.0,1087.0,385.0,1.6389,56700.0,INLAND --121.58,39.5,29.0,1947.0,383.0,925.0,337.0,2.1658,57600.0,INLAND --121.62,39.5,18.0,2105.0,416.0,974.0,385.0,1.6346,63300.0,INLAND --121.61,39.52,24.0,1610.0,324.0,909.0,323.0,1.8661,59800.0,INLAND --121.65,39.53,23.0,1387.0,325.0,640.0,289.0,1.4833,65200.0,INLAND --121.57,39.48,15.0,202.0,54.0,145.0,40.0,0.8252,42500.0,INLAND --121.55,39.5,26.0,3215.0,827.0,2041.0,737.0,1.0585,45100.0,INLAND --121.54,39.5,38.0,1438.0,310.0,779.0,275.0,1.3289,39400.0,INLAND --121.53,39.49,19.0,1537.0,329.0,617.0,274.0,1.5313,50300.0,INLAND --121.54,39.48,29.0,2896.0,596.0,1809.0,617.0,1.8047,53800.0,INLAND --121.54,39.47,14.0,1724.0,315.0,939.0,302.0,2.4952,53900.0,INLAND --121.55,39.48,41.0,461.0,107.0,284.0,90.0,2.2045,41800.0,INLAND --121.49,39.49,20.0,2505.0,468.0,1174.0,429.0,2.9965,88900.0,INLAND --121.52,39.5,33.0,1462.0,241.0,569.0,231.0,3.2833,82600.0,INLAND --121.52,39.49,30.0,1217.0,238.0,677.0,233.0,2.6563,63600.0,INLAND --121.52,39.48,21.0,2628.0,494.0,1364.0,468.0,2.0455,59400.0,INLAND --121.55,39.45,18.0,2278.0,523.0,1185.0,475.0,1.3611,60600.0,INLAND --121.53,39.44,26.0,1340.0,255.0,662.0,239.0,2.6071,57100.0,INLAND --121.55,39.44,31.0,1434.0,283.0,811.0,289.0,1.7727,49000.0,INLAND --121.52,39.43,15.0,2119.0,389.0,1079.0,374.0,2.3566,80400.0,INLAND --121.46,39.4,17.0,3659.0,735.0,1970.0,667.0,2.425,96200.0,INLAND --121.39,39.39,52.0,189.0,34.0,121.0,37.0,3.0208,60000.0,INLAND --121.54,39.33,27.0,720.0,150.0,359.0,138.0,2.5313,61300.0,INLAND --121.59,39.39,22.0,2515.0,482.0,1284.0,462.0,2.1776,73800.0,INLAND --121.67,39.37,27.0,2599.0,502.0,1241.0,502.0,1.9943,86300.0,INLAND --121.65,39.35,24.0,1003.0,251.0,1098.0,227.0,1.7552,86400.0,INLAND --121.67,39.34,22.0,1217.0,224.0,537.0,187.0,2.6607,84600.0,INLAND --121.65,39.32,40.0,812.0,154.0,374.0,142.0,2.7891,73500.0,INLAND --121.69,39.36,29.0,2220.0,471.0,1170.0,428.0,2.3224,56200.0,INLAND --121.7,39.37,32.0,1852.0,373.0,911.0,365.0,1.7885,57000.0,INLAND --121.7,39.36,46.0,1210.0,243.0,523.0,242.0,1.91,63900.0,INLAND --121.7,39.36,37.0,2330.0,495.0,1505.0,470.0,2.0474,56000.0,INLAND --121.69,39.36,34.0,842.0,186.0,635.0,165.0,1.8355,63000.0,INLAND --121.74,39.38,27.0,2596.0,435.0,1100.0,409.0,2.3243,85500.0,INLAND --121.8,39.33,30.0,1019.0,192.0,501.0,185.0,2.5259,81300.0,INLAND --121.71,39.42,21.0,1432.0,284.0,862.0,275.0,2.2813,57600.0,INLAND --121.71,39.41,22.0,1814.0,342.0,941.0,323.0,2.1728,59400.0,INLAND --121.75,39.4,29.0,1687.0,327.0,864.0,334.0,2.4943,81900.0,INLAND --121.79,39.48,39.0,1105.0,180.0,408.0,166.0,3.3929,82100.0,INLAND --120.46,38.15,16.0,4221.0,781.0,1516.0,697.0,2.3816,116000.0,INLAND --120.55,38.12,10.0,1566.0,325.0,785.0,291.0,2.5,116100.0,INLAND --120.56,38.09,34.0,2745.0,559.0,1150.0,491.0,2.3654,94900.0,INLAND --120.55,38.07,27.0,1199.0,224.0,463.0,199.0,2.9063,92200.0,INLAND --120.54,38.07,37.0,736.0,148.0,339.0,140.0,2.2875,79900.0,INLAND --120.67,37.97,9.0,7450.0,1475.0,2233.0,930.0,2.6528,133000.0,INLAND --120.46,38.09,16.0,3758.0,715.0,1777.0,615.0,3.0,122600.0,INLAND --120.79,38.24,19.0,1003.0,235.0,538.0,190.0,2.9821,90400.0,INLAND --120.9,38.2,16.0,3120.0,641.0,1319.0,526.0,2.0472,93200.0,INLAND --120.88,38.16,8.0,2029.0,387.0,1000.0,364.0,4.0109,125900.0,INLAND --120.91,38.11,9.0,3585.0,680.0,1800.0,598.0,3.636,133100.0,INLAND --120.76,38.12,7.0,7188.0,1288.0,3175.0,1115.0,3.8488,130600.0,INLAND --120.65,38.28,21.0,3095.0,681.0,1341.0,546.0,2.1382,104000.0,INLAND --120.72,38.24,32.0,2685.0,543.0,1061.0,492.0,2.5473,101600.0,INLAND --120.67,38.19,17.0,2967.0,611.0,1387.0,564.0,2.0417,92600.0,INLAND --120.57,38.2,13.0,4110.0,847.0,1796.0,706.0,2.6417,122300.0,INLAND --120.43,38.25,13.0,763.0,161.0,311.0,125.0,2.4583,112500.0,INLAND --120.56,38.39,20.0,1326.0,307.0,563.0,237.0,2.6667,86600.0,INLAND --120.54,38.41,21.0,1435.0,294.0,668.0,267.0,2.5667,77400.0,INLAND --120.42,38.42,18.0,2912.0,663.0,999.0,411.0,2.7344,91900.0,INLAND --120.41,38.33,17.0,1463.0,338.0,529.0,226.0,3.024,100900.0,INLAND --120.55,38.31,18.0,1411.0,312.0,592.0,230.0,1.625,94700.0,INLAND --120.57,38.35,17.0,1504.0,358.0,661.0,250.0,2.2604,84800.0,INLAND --120.36,38.21,10.0,4300.0,845.0,1480.0,609.0,2.8208,139900.0,INLAND --120.34,38.23,10.0,3757.0,722.0,546.0,223.0,3.75,121400.0,INLAND --120.33,38.26,13.0,2962.0,546.0,252.0,103.0,4.4063,155800.0,INLAND --120.34,38.25,17.0,5497.0,1056.0,997.0,408.0,2.9821,111500.0,INLAND --120.37,38.23,13.0,4401.0,829.0,924.0,383.0,2.6942,123500.0,INLAND --120.37,38.25,13.0,4495.0,856.0,1149.0,459.0,2.5352,113700.0,INLAND --120.27,38.29,10.0,3486.0,695.0,298.0,124.0,3.3542,103800.0,INLAND --120.27,38.31,13.0,3297.0,662.0,267.0,97.0,3.075,108300.0,INLAND --120.19,38.42,11.0,1568.0,369.0,82.0,33.0,3.125,77500.0,INLAND --121.91,39.03,48.0,1096.0,218.0,657.0,199.0,2.7841,65800.0,INLAND --122.0,38.99,39.0,1548.0,323.0,815.0,286.0,2.9489,67500.0,INLAND --122.13,39.0,23.0,3832.0,774.0,2435.0,747.0,2.2754,59200.0,INLAND --121.99,39.15,17.0,6440.0,1204.0,3266.0,1142.0,2.7137,72000.0,INLAND --122.04,39.22,27.0,1446.0,295.0,670.0,281.0,3.2625,92800.0,INLAND --122.08,39.25,52.0,224.0,38.0,120.0,45.0,3.017,112500.0,INLAND --122.33,39.1,10.0,266.0,62.0,154.0,49.0,2.25,75000.0,INLAND --122.2,39.15,33.0,1064.0,174.0,434.0,147.0,3.125,108000.0,INLAND --122.09,39.13,28.0,4169.0,895.0,2587.0,810.0,2.331,65500.0,INLAND --122.05,39.34,44.0,1064.0,230.0,494.0,175.0,2.875,61500.0,INLAND --122.17,39.31,35.0,2791.0,552.0,1395.0,476.0,2.5625,62700.0,INLAND --122.51,39.3,19.0,1629.0,386.0,551.0,214.0,1.7463,68800.0,INLAND --122.01,39.21,50.0,1592.0,372.0,781.0,307.0,2.2679,69100.0,INLAND --122.01,39.21,52.0,1989.0,392.0,985.0,396.0,2.5556,75800.0,INLAND --122.01,39.21,39.0,1214.0,250.0,660.0,249.0,2.4559,75000.0,INLAND --121.96,39.3,39.0,701.0,130.0,271.0,89.0,2.1845,112500.0,INLAND --121.65,38.03,28.0,3144.0,694.0,1095.0,482.0,3.4402,192400.0,INLAND --121.63,38.03,17.0,2549.0,596.0,1169.0,500.0,3.6694,209400.0,INLAND --121.63,38.04,25.0,2019.0,411.0,888.0,326.0,3.2619,183800.0,INLAND --121.73,38.0,3.0,9217.0,1522.0,3578.0,1272.0,5.0016,189100.0,INLAND --121.72,38.0,7.0,7957.0,1314.0,4460.0,1293.0,4.9618,156500.0,INLAND --121.72,37.98,5.0,7105.0,1143.0,3523.0,1088.0,5.0468,168800.0,INLAND --121.68,37.98,19.0,3388.0,599.0,1707.0,575.0,3.6411,162800.0,INLAND --121.7,37.98,9.0,3079.0,519.0,1562.0,512.0,5.1041,172900.0,INLAND --121.71,37.99,27.0,3861.0,718.0,2085.0,707.0,3.3558,129700.0,INLAND --121.67,37.99,22.0,1046.0,195.0,527.0,164.0,4.375,213500.0,INLAND --121.68,37.93,44.0,1014.0,225.0,704.0,238.0,1.6554,119400.0,INLAND --121.7,37.94,36.0,1710.0,320.0,861.0,300.0,2.8828,131100.0,INLAND --121.69,37.95,15.0,1850.0,441.0,1348.0,403.0,3.8125,125400.0,INLAND --121.7,37.96,33.0,2396.0,452.0,1391.0,465.0,3.2813,151400.0,INLAND --121.66,37.93,19.0,2055.0,358.0,1064.0,350.0,4.7426,263100.0,INLAND --121.7,37.91,17.0,1962.0,291.0,825.0,267.0,4.8958,187100.0,INLAND --121.7,37.93,19.0,2005.0,405.0,972.0,403.0,2.2216,156700.0,INLAND --121.74,37.95,5.0,4980.0,774.0,2399.0,763.0,5.7104,186300.0,INLAND --121.7,37.93,10.0,3258.0,612.0,1779.0,558.0,4.6587,152500.0,INLAND --121.6,37.91,13.0,2479.0,394.0,1075.0,350.0,5.1017,241400.0,INLAND --121.6,37.9,5.0,14684.0,2252.0,4276.0,1722.0,6.9051,340900.0,INLAND --121.61,37.86,30.0,1428.0,287.0,989.0,287.0,3.691,154400.0,INLAND --121.64,37.85,22.0,1999.0,415.0,967.0,320.0,4.4583,253900.0,INLAND --121.8,38.01,46.0,2273.0,495.0,1088.0,447.0,2.2532,109400.0,INLAND --121.81,38.01,47.0,1942.0,430.0,1074.0,393.0,2.2361,105100.0,INLAND --121.81,38.01,52.0,1124.0,245.0,528.0,226.0,2.2639,128500.0,INLAND --121.82,38.02,46.0,176.0,43.0,101.0,40.0,2.2361,93800.0,INLAND --121.82,38.01,42.0,1017.0,253.0,798.0,266.0,2.1719,99100.0,INLAND --121.82,38.01,50.0,1120.0,281.0,625.0,239.0,1.5988,96400.0,INLAND --121.82,38.01,25.0,3018.0,606.0,1614.0,568.0,3.4722,127000.0,INLAND --121.84,38.02,46.0,66.0,22.0,37.0,21.0,0.536,87500.0,INLAND --121.78,38.01,19.0,2688.0,469.0,1216.0,422.0,4.4491,133900.0,INLAND --121.79,38.01,17.0,4032.0,814.0,1749.0,618.0,3.1728,146800.0,INLAND --121.79,38.0,34.0,3090.0,593.0,1588.0,566.0,3.6118,124700.0,INLAND --121.8,38.01,44.0,3184.0,581.0,1399.0,548.0,2.7234,110200.0,INLAND --121.8,38.01,37.0,3058.0,567.0,1351.0,523.0,3.5179,130800.0,INLAND --121.78,38.0,8.0,2371.0,375.0,1094.0,396.0,5.3245,174500.0,INLAND --121.77,38.01,13.0,2983.0,534.0,1417.0,510.0,3.9861,168100.0,INLAND --121.81,37.99,18.0,2807.0,445.0,1315.0,437.0,4.8194,170400.0,INLAND --121.81,37.99,22.0,2331.0,359.0,1086.0,340.0,5.1435,150800.0,INLAND --121.82,37.98,13.0,3995.0,605.0,1969.0,607.0,5.0164,165200.0,INLAND --121.82,38.01,47.0,1265.0,254.0,587.0,247.0,2.6364,93500.0,INLAND --121.82,38.0,29.0,2070.0,452.0,985.0,420.0,2.8466,113400.0,INLAND --121.81,38.0,37.0,2724.0,579.0,1400.0,540.0,2.905,97300.0,INLAND --121.82,38.0,30.0,3268.0,567.0,1714.0,565.0,4.4583,131000.0,INLAND --121.85,38.0,26.0,3364.0,570.0,1806.0,566.0,4.2647,133400.0,INLAND --121.85,38.0,24.0,2269.0,584.0,1239.0,542.0,2.0411,100000.0,INLAND --121.83,38.0,15.0,6365.0,1646.0,3838.0,1458.0,2.5495,103600.0,INLAND --121.83,38.0,25.0,1710.0,288.0,799.0,259.0,4.8359,145300.0,INLAND --121.83,37.99,23.0,1150.0,174.0,572.0,174.0,4.9167,152400.0,INLAND --121.83,37.99,23.0,1970.0,296.0,935.0,279.0,4.4853,145900.0,INLAND --121.83,37.99,18.0,2741.0,449.0,1507.0,460.0,4.7566,142500.0,INLAND --121.83,38.0,8.0,2572.0,738.0,1384.0,684.0,1.7161,75800.0,INLAND --121.84,37.99,13.0,4545.0,952.0,2188.0,901.0,3.3625,126100.0,INLAND --121.84,37.99,15.0,2380.0,385.0,1292.0,388.0,4.6029,142600.0,INLAND --121.83,37.99,16.0,2919.0,462.0,1456.0,453.0,5.6779,164700.0,INLAND --121.79,38.0,36.0,1141.0,234.0,562.0,213.0,2.5893,108500.0,INLAND --121.79,37.99,10.0,4156.0,609.0,1878.0,586.0,5.6506,178600.0,INLAND --121.79,37.99,18.0,3646.0,534.0,1651.0,535.0,5.7321,164700.0,INLAND --121.8,38.0,34.0,2738.0,475.0,1316.0,459.0,3.5368,122500.0,INLAND --121.8,37.99,16.0,3077.0,465.0,1575.0,446.0,5.5,179500.0,INLAND --121.77,37.99,4.0,5623.0,780.0,2429.0,716.0,5.4409,205100.0,INLAND --121.88,38.03,10.0,2769.0,619.0,1045.0,469.0,4.1111,158600.0,INLAND --121.9,38.04,36.0,1489.0,331.0,838.0,259.0,1.2024,90200.0,INLAND --121.86,38.04,52.0,242.0,59.0,188.0,54.0,1.3958,67500.0,INLAND --121.87,38.02,52.0,2264.0,439.0,1403.0,476.0,2.7083,99400.0,INLAND --121.88,38.03,52.0,1225.0,250.0,725.0,231.0,2.0,101400.0,INLAND --121.9,38.03,51.0,2982.0,689.0,1831.0,608.0,2.0034,87700.0,INLAND --121.88,38.02,46.0,2112.0,466.0,1249.0,382.0,2.5737,87000.0,INLAND --121.89,38.02,36.0,2707.0,550.0,1827.0,545.0,3.3371,94600.0,INLAND --121.9,38.02,5.0,1560.0,369.0,1037.0,372.0,3.6154,181800.0,INLAND --121.87,38.02,31.0,3644.0,746.0,2229.0,678.0,3.1389,117800.0,INLAND --121.88,38.0,16.0,2605.0,440.0,1352.0,408.0,4.1947,140300.0,INLAND --121.88,38.01,9.0,5329.0,1284.0,2827.0,1202.0,2.7374,150000.0,INLAND --121.89,38.01,30.0,4114.0,743.0,1994.0,722.0,4.2227,134400.0,INLAND --121.88,38.0,22.0,721.0,117.0,367.0,129.0,5.3098,151900.0,INLAND --121.86,38.0,4.0,4075.0,927.0,2239.0,849.0,3.5857,165200.0,INLAND --121.86,38.0,16.0,3216.0,464.0,1504.0,453.0,5.25,161700.0,INLAND --121.89,37.99,4.0,2171.0,597.0,928.0,461.0,4.1016,170500.0,INLAND --121.88,37.99,16.0,3787.0,515.0,1606.0,507.0,5.5676,174200.0,INLAND --121.87,38.0,17.0,2713.0,442.0,1475.0,415.0,4.8542,144100.0,INLAND --121.87,37.99,15.0,2203.0,312.0,1051.0,311.0,4.9783,163900.0,INLAND --121.89,38.01,28.0,3639.0,751.0,2362.0,641.0,3.0042,103900.0,INLAND --121.9,38.02,12.0,1497.0,360.0,943.0,341.0,2.1417,122200.0,INLAND --121.9,38.01,16.0,2604.0,454.0,1696.0,481.0,4.6628,136000.0,INLAND --121.92,38.02,8.0,2750.0,479.0,1526.0,484.0,5.102,156500.0,INLAND --121.89,38.01,32.0,1000.0,188.0,663.0,212.0,4.0972,99200.0,INLAND --121.9,38.01,34.0,3779.0,766.0,2356.0,722.0,3.5129,110600.0,INLAND --121.9,38.0,14.0,1930.0,363.0,990.0,322.0,4.1094,162200.0,INLAND --121.9,38.0,14.0,2677.0,368.0,1288.0,375.0,6.0497,177500.0,INLAND --121.92,38.01,7.0,1632.0,248.0,879.0,262.0,6.1237,166000.0,INLAND --121.93,38.01,9.0,2294.0,389.0,1142.0,365.0,5.3363,160800.0,INLAND --121.93,38.02,13.0,1524.0,286.0,940.0,308.0,5.1337,154800.0,INLAND --121.95,38.03,5.0,5526.0,,3207.0,1012.0,4.0767,143100.0,INLAND --121.94,38.03,27.0,1654.0,478.0,1141.0,420.0,1.4871,87100.0,INLAND --121.96,38.02,35.0,2691.0,542.0,1409.0,505.0,3.016,95300.0,INLAND --121.95,38.02,9.0,3360.0,833.0,2041.0,810.0,2.1013,100700.0,INLAND --121.94,38.02,29.0,5765.0,1170.0,3266.0,1131.0,2.7907,113900.0,INLAND --121.92,38.03,16.0,2176.0,464.0,1410.0,434.0,3.5436,100200.0,INLAND --121.92,38.02,16.0,1840.0,355.0,1288.0,338.0,4.2067,125000.0,INLAND --121.91,38.02,15.0,2966.0,558.0,1687.0,527.0,3.4817,129800.0,INLAND --121.97,38.04,38.0,2505.0,554.0,1595.0,498.0,2.5833,83500.0,INLAND --121.97,38.03,17.0,3685.0,685.0,1939.0,649.0,3.7043,139800.0,INLAND --121.98,38.05,31.0,2810.0,518.0,1640.0,503.0,3.3661,98500.0,INLAND --122.02,38.02,44.0,1465.0,247.0,817.0,237.0,4.8693,156900.0,NEAR BAY --122.0,38.03,4.0,2341.0,408.0,1235.0,431.0,6.0424,165900.0,INLAND --122.14,38.02,44.0,1625.0,432.0,825.0,385.0,2.0523,133900.0,NEAR BAY --122.14,38.03,42.0,118.0,34.0,54.0,30.0,2.5795,225000.0,NEAR BAY --122.13,38.02,52.0,2378.0,508.0,940.0,451.0,2.9583,166000.0,NEAR BAY --122.13,38.01,48.0,2123.0,494.0,859.0,474.0,1.8523,144800.0,NEAR BAY --122.14,38.01,50.0,1760.0,341.0,741.0,316.0,4.5,178300.0,NEAR BAY --122.13,38.01,51.0,1262.0,309.0,608.0,298.0,2.1974,139300.0,NEAR BAY --122.13,38.0,33.0,2821.0,652.0,1206.0,640.0,2.5481,150800.0,NEAR BAY --122.16,38.02,40.0,1800.0,290.0,761.0,277.0,5.1265,196100.0,NEAR BAY --122.11,38.01,39.0,1313.0,306.0,575.0,231.0,3.1711,116100.0,NEAR BAY --122.11,38.01,41.0,1345.0,272.0,718.0,283.0,3.3831,129400.0,NEAR BAY --122.12,38.0,20.0,6992.0,1404.0,3221.0,1334.0,4.2042,166400.0,NEAR BAY --122.12,38.01,50.0,1300.0,263.0,691.0,239.0,3.9519,126500.0,NEAR BAY --122.12,38.01,50.0,1738.0,355.0,837.0,363.0,3.609,135700.0,NEAR BAY --122.12,38.01,42.0,2225.0,367.0,864.0,381.0,4.1189,172400.0,NEAR BAY --122.09,38.02,37.0,1742.0,339.0,1128.0,345.0,3.8824,113700.0,NEAR BAY --122.1,38.02,28.0,4308.0,824.0,2086.0,776.0,3.6523,159700.0,NEAR BAY --122.07,38.0,37.0,978.0,202.0,462.0,184.0,3.625,156300.0,NEAR BAY --122.09,38.0,6.0,10191.0,1882.0,4377.0,1789.0,5.2015,204200.0,NEAR BAY --122.11,38.0,9.0,3424.0,583.0,1460.0,543.0,5.76,212600.0,NEAR BAY --122.08,37.99,19.0,4657.0,739.0,1914.0,732.0,5.0509,199900.0,NEAR BAY --122.09,37.99,19.0,3073.0,506.0,1773.0,493.0,5.4496,205400.0,NEAR BAY --122.11,37.99,16.0,3913.0,710.0,1782.0,676.0,5.1297,206700.0,NEAR BAY --122.11,37.99,10.0,2864.0,514.0,1300.0,507.0,4.3875,287700.0,NEAR BAY --122.08,37.97,9.0,2643.0,439.0,1105.0,467.0,6.6579,245200.0,NEAR BAY --122.09,37.97,5.0,5303.0,779.0,2017.0,727.0,6.9961,294100.0,NEAR BAY --122.11,37.98,11.0,4371.0,679.0,1790.0,660.0,6.135,297300.0,NEAR BAY --122.09,37.98,14.0,5381.0,871.0,2296.0,872.0,5.6875,211000.0,NEAR BAY --122.12,37.99,33.0,1660.0,277.0,741.0,261.0,4.675,225400.0,NEAR BAY --122.1,37.97,18.0,4326.0,655.0,1753.0,646.0,5.6931,269600.0,NEAR BAY --122.1,37.96,20.0,3796.0,650.0,1679.0,611.0,4.3571,228200.0,NEAR BAY --122.1,37.96,25.0,1374.0,206.0,569.0,235.0,6.3699,235500.0,NEAR BAY --122.07,37.99,28.0,3310.0,574.0,1811.0,597.0,4.5401,166900.0,NEAR BAY --122.07,37.98,12.0,6915.0,1639.0,2940.0,1468.0,4.0154,186100.0,NEAR BAY --122.07,37.97,20.0,1705.0,353.0,856.0,341.0,3.7262,211800.0,NEAR BAY --122.07,37.96,34.0,1692.0,290.0,836.0,289.0,5.0172,197100.0,NEAR BAY --122.06,37.96,37.0,1784.0,313.0,788.0,304.0,4.2917,189600.0,NEAR BAY --122.08,37.96,21.0,9135.0,1534.0,3748.0,1502.0,6.0859,266000.0,NEAR BAY --122.06,37.95,36.0,2213.0,386.0,950.0,370.0,4.7386,186400.0,NEAR BAY --122.07,37.95,39.0,2199.0,388.0,1025.0,385.0,4.5893,190000.0,NEAR BAY --122.08,37.95,24.0,3173.0,548.0,1351.0,536.0,5.0672,243000.0,NEAR BAY --122.08,37.95,33.0,1043.0,157.0,425.0,148.0,4.8702,235600.0,NEAR BAY --122.07,37.96,37.0,1217.0,199.0,552.0,194.0,5.0445,196200.0,NEAR BAY --122.06,37.96,10.0,7136.0,1691.0,2959.0,1507.0,3.9816,182000.0,NEAR BAY --122.05,37.95,34.0,1408.0,277.0,738.0,269.0,4.175,169400.0,NEAR BAY --122.05,37.94,22.0,4162.0,1194.0,1804.0,1185.0,2.5459,179300.0,NEAR BAY --122.06,37.94,19.0,4005.0,972.0,1896.0,893.0,2.5268,235700.0,NEAR BAY --122.07,37.94,36.0,2639.0,488.0,1111.0,476.0,3.5057,205100.0,NEAR BAY --122.07,37.94,30.0,1260.0,276.0,707.0,221.0,2.892,220800.0,NEAR BAY --122.08,37.93,35.0,4043.0,689.0,1832.0,662.0,5.0761,233200.0,NEAR BAY --122.08,37.94,44.0,2185.0,357.0,943.0,366.0,4.725,232100.0,NEAR BAY --122.07,37.94,43.0,1454.0,234.0,683.0,258.0,4.475,265700.0,NEAR BAY --122.09,37.95,32.0,1339.0,209.0,601.0,209.0,6.0265,247900.0,NEAR BAY --122.09,37.94,29.0,6895.0,1022.0,2634.0,1022.0,6.1922,273200.0,NEAR BAY --122.04,38.0,16.0,3077.0,733.0,1447.0,709.0,3.2484,91100.0,NEAR BAY --122.04,37.99,32.0,1504.0,279.0,749.0,267.0,3.2,134500.0,NEAR BAY --122.04,37.99,36.0,2765.0,495.0,1478.0,441.0,4.125,136200.0,NEAR BAY --122.05,37.97,16.0,60.0,10.0,65.0,19.0,6.1359,250000.0,NEAR BAY --122.06,37.99,16.0,2445.0,469.0,721.0,474.0,2.8043,87500.0,NEAR BAY --122.06,37.99,17.0,1319.0,316.0,384.0,269.0,1.8229,137500.0,NEAR BAY --122.05,38.0,36.0,2476.0,472.0,1213.0,393.0,3.7333,136400.0,NEAR BAY --122.05,38.0,16.0,1085.0,217.0,356.0,232.0,2.3462,75000.0,NEAR BAY --122.03,37.98,16.0,1209.0,477.0,627.0,482.0,1.3894,156300.0,NEAR BAY --122.04,37.97,10.0,974.0,316.0,631.0,286.0,2.3152,140600.0,NEAR BAY --122.03,38.0,25.0,3577.0,581.0,1753.0,593.0,5.7295,178300.0,NEAR BAY --122.03,38.01,27.0,3228.0,562.0,1666.0,588.0,4.5707,175900.0,NEAR BAY --122.04,37.99,38.0,2675.0,541.0,1378.0,480.0,3.8897,139900.0,NEAR BAY --122.03,37.98,45.0,2842.0,567.0,1261.0,535.0,3.6042,138200.0,NEAR BAY --122.02,38.0,28.0,2965.0,533.0,1591.0,472.0,4.6375,178200.0,NEAR BAY --122.03,37.99,35.0,3103.0,537.0,1614.0,566.0,4.9022,169300.0,NEAR BAY --122.02,37.99,37.0,2247.0,416.0,1237.0,397.0,4.45,161900.0,NEAR BAY --122.03,37.99,37.0,1755.0,327.0,882.0,350.0,4.59,166600.0,NEAR BAY --122.03,37.98,44.0,1254.0,252.0,498.0,217.0,3.4531,148900.0,NEAR BAY --122.01,37.98,25.0,1476.0,336.0,777.0,297.0,3.5179,165500.0,NEAR BAY --122.01,37.98,29.0,2001.0,373.0,956.0,370.0,4.317,194000.0,NEAR BAY --122.0,37.98,32.0,1013.0,169.0,436.0,173.0,5.1118,226900.0,INLAND --122.0,37.97,27.0,2491.0,428.0,1171.0,431.0,5.1021,202800.0,INLAND --122.01,37.97,32.0,3012.0,527.0,1288.0,512.0,3.6449,211500.0,NEAR BAY --122.02,37.98,40.0,1797.0,401.0,756.0,369.0,2.8456,165500.0,NEAR BAY --122.02,37.98,37.0,1474.0,343.0,782.0,331.0,3.4187,161700.0,NEAR BAY --122.0,37.99,28.0,4035.0,641.0,1881.0,659.0,5.4607,192300.0,INLAND --122.0,37.98,31.0,2030.0,337.0,867.0,341.0,5.0915,193200.0,INLAND --121.99,37.98,23.0,2293.0,411.0,969.0,399.0,4.4536,184000.0,INLAND --121.99,37.97,28.0,2839.0,428.0,1372.0,443.0,6.2135,217200.0,INLAND --122.0,37.98,35.0,1192.0,201.0,535.0,172.0,4.9219,182000.0,INLAND --122.0,37.98,36.0,404.0,77.0,237.0,88.0,4.525,161300.0,INLAND --122.01,37.98,34.0,1256.0,267.0,638.0,252.0,4.0507,161000.0,NEAR BAY --122.01,37.99,28.0,1900.0,401.0,918.0,351.0,3.7841,144900.0,NEAR BAY --121.95,37.96,18.0,2739.0,393.0,1072.0,374.0,6.1436,259500.0,INLAND --121.97,37.97,27.0,1691.0,289.0,807.0,296.0,6.1168,210500.0,INLAND --121.97,37.97,24.0,1330.0,183.0,656.0,205.0,5.0092,244100.0,INLAND --121.97,37.96,28.0,1433.0,290.0,877.0,313.0,4.7891,184800.0,INLAND --121.96,37.96,28.0,1838.0,273.0,899.0,270.0,5.2145,229200.0,INLAND --121.96,37.95,7.0,3418.0,740.0,1583.0,676.0,3.6133,196100.0,INLAND --121.98,37.96,22.0,2987.0,,1420.0,540.0,3.65,204100.0,INLAND --121.97,37.97,26.0,1977.0,264.0,817.0,273.0,5.7512,240200.0,INLAND --121.98,37.97,26.0,2714.0,390.0,1232.0,409.0,5.9617,231100.0,INLAND --121.98,37.97,26.0,2738.0,428.0,1316.0,430.0,5.2442,213200.0,INLAND --121.99,37.97,22.0,2823.0,509.0,1271.0,474.0,5.1333,207200.0,INLAND --121.99,37.97,30.0,3320.0,589.0,1470.0,543.0,4.6071,184100.0,INLAND --122.0,37.96,32.0,3364.0,666.0,1980.0,678.0,3.7,179000.0,INLAND --122.0,37.96,28.0,4071.0,713.0,2033.0,647.0,4.5833,190700.0,INLAND --121.96,37.95,13.0,3216.0,765.0,1627.0,715.0,3.0859,167800.0,INLAND --121.97,37.95,8.0,4253.0,709.0,1883.0,662.0,5.431,246700.0,INLAND --121.98,37.96,12.0,5048.0,1122.0,2209.0,1014.0,3.1573,126700.0,INLAND --121.99,37.96,16.0,3324.0,479.0,1470.0,461.0,7.6166,260400.0,INLAND --121.99,37.96,17.0,2756.0,423.0,1228.0,426.0,5.5872,200600.0,INLAND --121.98,37.95,14.0,6290.0,854.0,2724.0,820.0,6.7371,267400.0,INLAND --121.98,37.95,16.0,2984.0,406.0,1317.0,397.0,6.7821,265900.0,INLAND --122.01,37.97,34.0,3259.0,498.0,1250.0,478.0,5.3794,206200.0,NEAR BAY --122.02,37.97,36.0,2342.0,436.0,1191.0,416.0,4.0,171000.0,NEAR BAY --122.03,37.97,45.0,1613.0,338.0,865.0,336.0,3.25,151100.0,NEAR BAY --122.04,37.97,26.0,2470.0,626.0,1174.0,573.0,2.9861,160900.0,NEAR BAY --122.03,37.97,20.0,3968.0,931.0,2629.0,903.0,2.9915,166700.0,NEAR BAY --122.04,37.96,16.0,2913.0,723.0,1705.0,693.0,2.9097,106300.0,NEAR BAY --122.04,37.97,21.0,6445.0,1839.0,3621.0,1735.0,2.5841,112500.0,NEAR BAY --122.04,37.97,39.0,1323.0,245.0,705.0,261.0,3.1968,151000.0,NEAR BAY --122.04,37.96,20.0,1143.0,346.0,578.0,298.0,2.2411,151800.0,NEAR BAY --122.05,37.96,35.0,2190.0,384.0,1154.0,401.0,3.8456,159800.0,NEAR BAY --122.04,37.96,28.0,1207.0,252.0,724.0,252.0,3.6964,165700.0,NEAR BAY --122.04,37.96,27.0,2587.0,729.0,1500.0,623.0,1.837,175000.0,NEAR BAY --122.05,37.95,27.0,3513.0,791.0,1875.0,694.0,3.1838,182000.0,NEAR BAY --122.05,37.95,20.0,563.0,107.0,246.0,123.0,5.4482,190800.0,NEAR BAY --122.01,37.95,8.0,3866.0,539.0,1555.0,513.0,6.0901,298200.0,NEAR BAY --122.02,37.96,25.0,2615.0,368.0,935.0,366.0,6.6727,305100.0,NEAR BAY --122.03,37.96,20.0,2636.0,691.0,1142.0,627.0,2.1083,162500.0,NEAR BAY --122.03,37.95,14.0,3287.0,793.0,1601.0,716.0,3.1719,220500.0,NEAR BAY --122.02,37.95,25.0,1205.0,260.0,608.0,272.0,2.4519,208300.0,NEAR BAY --122.03,37.95,32.0,1955.0,313.0,804.0,317.0,4.9485,202300.0,NEAR BAY --122.02,37.95,22.0,3526.0,510.0,1660.0,508.0,5.6642,237000.0,NEAR BAY --122.02,37.94,23.0,3516.0,661.0,1465.0,623.0,4.2569,213100.0,NEAR BAY --122.01,37.94,23.0,3741.0,,1339.0,499.0,6.7061,322300.0,NEAR BAY --122.02,37.94,19.0,3192.0,612.0,1317.0,594.0,4.125,267100.0,NEAR BAY --122.01,37.94,26.0,1619.0,224.0,706.0,220.0,6.0704,268000.0,NEAR BAY --122.01,37.94,18.0,2077.0,298.0,937.0,292.0,6.3809,273600.0,NEAR BAY --122.0,37.95,9.0,2214.0,256.0,848.0,239.0,6.8145,339200.0,INLAND --122.01,37.93,25.0,2652.0,335.0,1062.0,334.0,7.5898,330200.0,NEAR BAY --122.04,37.95,33.0,1653.0,334.0,814.0,328.0,3.1406,163100.0,NEAR BAY --122.04,37.94,24.0,5732.0,873.0,2444.0,888.0,5.6292,231400.0,NEAR BAY --122.05,37.94,22.0,2105.0,354.0,993.0,365.0,4.6602,227800.0,NEAR BAY --122.04,37.95,29.0,866.0,138.0,341.0,133.0,4.7188,197100.0,NEAR BAY --122.05,37.95,22.0,5175.0,1213.0,2804.0,1091.0,2.85,144600.0,NEAR BAY --122.03,37.94,21.0,5541.0,776.0,2214.0,737.0,5.5777,279300.0,NEAR BAY --122.03,37.93,21.0,4712.0,624.0,1773.0,615.0,6.0918,344800.0,NEAR BAY --122.05,37.93,5.0,4274.0,1153.0,1503.0,881.0,4.0473,266500.0,NEAR BAY --122.05,37.93,15.0,7803.0,1603.0,2957.0,1546.0,4.45,184900.0,NEAR BAY --122.05,37.92,14.0,12713.0,2558.0,4741.0,2412.0,4.7094,234700.0,NEAR BAY --122.02,37.92,26.0,5077.0,640.0,1872.0,636.0,7.4713,351200.0,NEAR BAY --122.03,37.92,23.0,3318.0,408.0,1124.0,393.0,6.5847,358800.0,NEAR BAY --122.01,37.91,21.0,10093.0,1269.0,3645.0,1219.0,7.6877,367700.0,NEAR BAY --122.03,37.91,29.0,5438.0,871.0,2310.0,890.0,5.0362,275300.0,NEAR BAY --122.06,37.91,15.0,5393.0,1422.0,2133.0,1288.0,4.1612,232800.0,NEAR BAY --122.06,37.9,25.0,5869.0,1685.0,2669.0,1554.0,2.6998,216100.0,NEAR BAY --122.06,37.89,21.0,4985.0,1590.0,2575.0,1458.0,3.1002,114300.0,NEAR BAY --122.07,37.93,45.0,1544.0,244.0,614.0,238.0,5.0255,226000.0,NEAR BAY --122.07,37.93,25.0,7201.0,1521.0,3264.0,1433.0,3.7433,252100.0,NEAR BAY --122.07,37.92,26.0,3872.0,739.0,1629.0,684.0,4.4312,225000.0,NEAR BAY --122.08,37.92,28.0,2377.0,469.0,1068.0,435.0,4.4561,250000.0,NEAR BAY --122.08,37.92,26.0,1733.0,265.0,796.0,274.0,6.195,264900.0,NEAR BAY --122.07,37.91,28.0,1731.0,295.0,810.0,295.0,5.0391,259800.0,NEAR BAY --122.07,37.91,33.0,1550.0,277.0,638.0,254.0,3.6833,292500.0,NEAR BAY --122.08,37.9,32.0,1075.0,170.0,486.0,173.0,5.0499,306800.0,NEAR BAY --122.09,37.91,18.0,9576.0,1455.0,3486.0,1380.0,7.0895,306900.0,NEAR BAY --122.07,37.89,28.0,3410.0,746.0,1428.0,670.0,4.3864,266800.0,NEAR BAY --122.08,37.89,39.0,3018.0,501.0,1223.0,489.0,6.2924,283900.0,NEAR BAY --122.08,37.9,29.0,4133.0,770.0,1691.0,744.0,5.1097,288000.0,NEAR BAY --122.07,37.89,38.0,2139.0,343.0,809.0,340.0,5.5636,268800.0,NEAR BAY --122.07,37.89,38.0,757.0,124.0,319.0,123.0,5.6558,263300.0,NEAR BAY --122.06,37.88,34.0,4781.0,703.0,1879.0,714.0,6.5378,340900.0,NEAR BAY --122.05,37.87,30.0,2296.0,329.0,847.0,322.0,6.7192,397500.0,NEAR BAY --122.05,37.9,24.0,4125.0,1020.0,1699.0,873.0,2.9526,271000.0,NEAR BAY --122.05,37.9,32.0,2676.0,484.0,986.0,473.0,4.6528,335700.0,NEAR BAY --122.05,37.89,37.0,1677.0,269.0,689.0,283.0,4.2625,310600.0,NEAR BAY --122.04,37.89,33.0,2423.0,322.0,998.0,346.0,7.5349,349100.0,NEAR BAY --122.05,37.9,32.0,4498.0,862.0,1818.0,851.0,4.8088,321200.0,NEAR BAY --122.04,37.9,20.0,5467.0,1044.0,2310.0,963.0,5.6986,275800.0,NEAR BAY --122.02,37.89,29.0,6349.0,858.0,2450.0,778.0,7.5,356200.0,NEAR BAY --122.04,37.88,32.0,3250.0,550.0,1230.0,557.0,4.6424,312700.0,NEAR BAY --122.03,37.86,29.0,3025.0,477.0,1035.0,452.0,6.112,390600.0,NEAR BAY --122.04,37.85,27.0,6039.0,780.0,2181.0,761.0,9.5862,469400.0,NEAR BAY --121.94,37.73,22.0,1980.0,291.0,861.0,290.0,6.2726,258200.0,<1H OCEAN --121.94,37.73,22.0,6719.0,1068.0,2843.0,994.0,6.1265,260300.0,<1H OCEAN --121.93,37.73,23.0,2564.0,347.0,1043.0,351.0,6.2048,275000.0,<1H OCEAN --121.93,37.73,8.0,831.0,231.0,404.0,224.0,3.375,350000.0,<1H OCEAN --121.95,37.74,19.0,1127.0,170.0,518.0,167.0,6.3325,250000.0,<1H OCEAN --121.95,37.74,19.0,5721.0,837.0,2653.0,813.0,6.2631,266000.0,<1H OCEAN --121.94,37.75,17.0,2559.0,370.0,1238.0,377.0,6.2781,269800.0,<1H OCEAN --121.92,37.73,24.0,1407.0,327.0,501.0,295.0,2.4821,157200.0,<1H OCEAN --121.93,37.74,16.0,3326.0,419.0,1272.0,402.0,6.8806,343500.0,<1H OCEAN --121.94,37.75,16.0,5121.0,735.0,2464.0,761.0,6.6204,296100.0,<1H OCEAN --121.97,37.79,17.0,5688.0,824.0,2111.0,773.0,6.6131,312500.0,<1H OCEAN --121.98,37.8,17.0,3354.0,422.0,1457.0,425.0,7.6473,345800.0,<1H OCEAN --121.98,37.8,16.0,2498.0,330.0,1027.0,343.0,8.155,343700.0,<1H OCEAN --121.98,37.81,18.0,2903.0,387.0,1127.0,372.0,5.5921,359100.0,<1H OCEAN --121.96,37.81,12.0,6488.0,778.0,2404.0,765.0,8.3188,403400.0,<1H OCEAN --121.97,37.8,17.0,3279.0,418.0,1222.0,381.0,7.9168,356000.0,<1H OCEAN --121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,369200.0,<1H OCEAN --121.97,37.79,16.0,3873.0,484.0,1451.0,501.0,6.7857,341300.0,<1H OCEAN --121.95,37.78,4.0,14652.0,2826.0,5613.0,2579.0,6.3942,356700.0,<1H OCEAN --121.96,37.76,8.0,3865.0,463.0,1548.0,432.0,9.7037,425100.0,<1H OCEAN --121.94,37.76,4.0,6875.0,1439.0,2889.0,1307.0,4.6932,356100.0,<1H OCEAN --121.93,37.76,5.0,2255.0,269.0,876.0,258.0,10.3345,461400.0,<1H OCEAN --121.92,37.74,8.0,452.0,51.0,140.0,43.0,12.5915,432400.0,<1H OCEAN --121.93,37.78,2.0,227.0,35.0,114.0,49.0,3.1591,434700.0,<1H OCEAN --121.96,37.74,2.0,200.0,20.0,25.0,9.0,15.0001,350000.0,<1H OCEAN --121.97,37.76,8.0,3743.0,581.0,1633.0,567.0,6.7027,381900.0,<1H OCEAN --121.97,37.77,13.0,7241.0,1007.0,3221.0,947.0,7.2216,324600.0,<1H OCEAN --121.98,37.74,8.0,2865.0,389.0,1376.0,417.0,7.9393,399300.0,<1H OCEAN --122.02,37.84,34.0,1879.0,265.0,729.0,263.0,7.7072,443800.0,NEAR BAY --122.01,37.83,30.0,3917.0,549.0,1330.0,544.0,6.5617,386600.0,NEAR BAY --122.0,37.82,20.0,2206.0,458.0,926.0,432.0,4.6042,256400.0,<1H OCEAN --121.99,37.82,22.0,1248.0,271.0,579.0,269.0,3.375,200000.0,<1H OCEAN --122.03,37.83,24.0,5948.0,738.0,1997.0,710.0,9.8708,500001.0,NEAR BAY --121.99,37.77,14.0,8213.0,1364.0,3283.0,1286.0,5.1755,294800.0,<1H OCEAN --121.99,37.81,17.0,465.0,83.0,146.0,75.0,4.9018,188500.0,<1H OCEAN --122.02,37.8,11.0,6200.0,907.0,2286.0,896.0,7.6518,359300.0,NEAR BAY --122.03,37.87,21.0,3521.0,447.0,1396.0,467.0,8.2673,358700.0,NEAR BAY --122.02,37.88,16.0,3031.0,438.0,1087.0,421.0,7.3732,287300.0,NEAR BAY --122.02,37.87,14.0,3056.0,369.0,1209.0,377.0,8.4352,441400.0,NEAR BAY --122.03,37.86,25.0,3004.0,393.0,1145.0,376.0,7.2655,494000.0,NEAR BAY --122.0,37.86,18.0,8953.0,1074.0,3011.0,993.0,10.7372,500001.0,<1H OCEAN --121.97,37.87,4.0,1029.0,126.0,416.0,122.0,13.4883,500001.0,INLAND --121.96,37.84,29.0,7479.0,977.0,2744.0,943.0,7.5139,398200.0,INLAND --122.0,37.84,16.0,7681.0,946.0,2777.0,908.0,9.5271,500001.0,<1H OCEAN --121.96,37.85,10.0,3209.0,379.0,1199.0,392.0,12.2478,500001.0,INLAND --121.99,37.83,16.0,2939.0,380.0,1177.0,396.0,8.0839,372000.0,<1H OCEAN --121.98,37.82,18.0,9117.0,1248.0,3280.0,1167.0,8.003,351300.0,<1H OCEAN --121.95,37.81,5.0,7178.0,898.0,2823.0,907.0,9.0776,450400.0,<1H OCEAN --122.1,37.93,20.0,10212.0,1424.0,4083.0,1374.0,8.039,382200.0,NEAR BAY --122.12,37.94,22.0,4949.0,626.0,1850.0,590.0,10.4549,500001.0,NEAR BAY --122.1,37.9,38.0,827.0,144.0,368.0,136.0,6.5095,294400.0,NEAR BAY --122.14,37.9,32.0,5738.0,746.0,2099.0,732.0,10.3224,500001.0,NEAR BAY --122.12,37.91,34.0,5683.0,755.0,1962.0,723.0,8.3678,455300.0,NEAR BAY --122.09,37.89,35.0,880.0,139.0,352.0,132.0,6.8686,406500.0,NEAR BAY --122.1,37.89,21.0,3282.0,653.0,1398.0,601.0,5.2079,310300.0,NEAR BAY --122.11,37.89,32.0,2372.0,516.0,1067.0,492.0,4.3235,279500.0,NEAR BAY --122.11,37.88,37.0,4005.0,614.0,1602.0,606.0,6.4666,348200.0,NEAR BAY --122.12,37.88,35.0,2785.0,362.0,1001.0,363.0,8.0448,433300.0,NEAR BAY --122.12,37.89,30.0,3227.0,733.0,1260.0,684.0,4.125,257100.0,NEAR BAY --122.13,37.89,27.0,744.0,214.0,295.0,169.0,2.7411,350000.0,NEAR BAY --122.13,37.87,18.0,1820.0,220.0,728.0,229.0,10.3713,426100.0,NEAR BAY --122.14,37.88,34.0,6986.0,1096.0,2865.0,1124.0,6.2275,394400.0,NEAR BAY --122.07,37.88,11.0,1077.0,318.0,590.0,264.0,3.5536,387200.0,NEAR BAY --122.08,37.88,24.0,2059.0,462.0,410.0,294.0,2.3971,99400.0,NEAR BAY --122.08,37.88,26.0,2947.0,,825.0,626.0,2.933,85000.0,NEAR BAY --122.08,37.87,24.0,6130.0,1359.0,1750.0,1286.0,2.9167,102700.0,NEAR BAY --122.06,37.85,17.0,7475.0,1556.0,2092.0,1449.0,3.6437,186500.0,NEAR BAY --122.07,37.86,23.0,1025.0,205.0,263.0,191.0,3.12,155000.0,NEAR BAY --122.06,37.86,16.0,5187.0,1014.0,1512.0,986.0,4.4551,252400.0,NEAR BAY --122.07,37.86,17.0,1102.0,224.0,317.0,208.0,3.5893,206300.0,NEAR BAY --122.08,37.87,26.0,2405.0,564.0,680.0,531.0,2.4896,73400.0,NEAR BAY --122.1,37.88,35.0,3701.0,528.0,1511.0,517.0,7.2315,367100.0,NEAR BAY --122.09,37.86,27.0,5484.0,760.0,2212.0,770.0,7.6202,402600.0,NEAR BAY --122.11,37.87,33.0,3398.0,500.0,1351.0,457.0,6.5814,314200.0,NEAR BAY --122.12,37.85,18.0,5252.0,686.0,1870.0,657.0,8.0074,454100.0,NEAR BAY --122.08,37.84,17.0,1320.0,159.0,1722.0,141.0,11.7064,500001.0,NEAR BAY --122.12,37.81,26.0,4048.0,513.0,1486.0,498.0,7.6717,416500.0,NEAR BAY --122.12,37.82,26.0,2269.0,317.0,918.0,313.0,6.6657,364500.0,NEAR BAY --122.11,37.83,19.0,5130.0,741.0,1887.0,712.0,7.203,369900.0,NEAR BAY --122.08,37.82,4.0,2045.0,237.0,830.0,252.0,11.3421,500001.0,NEAR BAY --122.14,37.86,20.0,6201.0,1182.0,2415.0,1141.0,4.5744,314000.0,NEAR BAY --122.14,37.85,27.0,9147.0,1276.0,3371.0,1269.0,7.3267,389900.0,NEAR BAY --122.14,37.84,24.0,2131.0,343.0,874.0,373.0,5.6349,355600.0,NEAR BAY --122.16,37.83,16.0,4596.0,705.0,1480.0,650.0,7.52,370200.0,NEAR BAY --122.16,37.86,36.0,3359.0,493.0,1298.0,483.0,8.1586,404300.0,NEAR BAY --122.18,37.88,36.0,542.0,119.0,231.0,121.0,4.9,354200.0,NEAR BAY --122.18,37.86,33.0,4449.0,636.0,1684.0,617.0,8.9571,399700.0,NEAR BAY --122.16,37.89,32.0,1779.0,241.0,721.0,258.0,8.7589,434500.0,NEAR BAY --122.17,37.88,32.0,3633.0,508.0,1393.0,506.0,7.6917,401800.0,NEAR BAY --122.17,37.88,33.0,3626.0,502.0,1348.0,480.0,7.6107,423200.0,NEAR BAY --122.17,37.87,38.0,1261.0,177.0,472.0,183.0,6.917,438000.0,NEAR BAY --122.22,37.88,20.0,95.0,13.0,31.0,15.0,2.4444,475000.0,NEAR BAY --122.2,37.89,37.0,3881.0,560.0,1315.0,517.0,7.3195,367500.0,NEAR BAY --122.2,37.88,36.0,1065.0,160.0,398.0,155.0,7.7736,378100.0,NEAR BAY --122.18,37.91,31.0,7200.0,876.0,2428.0,843.0,10.9405,500001.0,NEAR BAY --122.2,37.9,36.0,2107.0,287.0,740.0,280.0,10.3416,500001.0,NEAR BAY --122.18,37.9,36.0,4760.0,610.0,1511.0,572.0,9.0064,500001.0,NEAR BAY --122.18,37.89,18.0,4845.0,735.0,1634.0,734.0,8.1489,499000.0,NEAR BAY --121.84,37.98,8.0,7505.0,1089.0,3325.0,1016.0,5.2699,204200.0,INLAND --121.81,37.97,8.0,1584.0,236.0,615.0,202.0,6.4753,166800.0,INLAND --121.78,37.97,4.0,17032.0,2546.0,7653.0,2359.0,5.5601,213700.0,INLAND --121.83,37.95,17.0,1133.0,244.0,716.0,235.0,2.875,162500.0,INLAND --121.94,37.83,11.0,2836.0,373.0,959.0,335.0,10.5815,500001.0,INLAND --121.89,37.82,4.0,11444.0,1355.0,3898.0,1257.0,13.2949,500001.0,INLAND --121.91,37.81,7.0,3477.0,416.0,1216.0,395.0,13.1499,500001.0,INLAND --121.82,37.81,12.0,4711.0,659.0,2089.0,621.0,8.3209,485400.0,INLAND --121.96,37.99,2.0,3129.0,707.0,1606.0,698.0,2.9591,210100.0,INLAND --121.96,37.94,26.0,3084.0,505.0,1557.0,501.0,5.1582,194700.0,INLAND --121.96,37.95,25.0,4026.0,791.0,1850.0,709.0,4.1483,181200.0,INLAND --121.95,37.94,21.0,3153.0,411.0,1318.0,431.0,6.8642,285400.0,INLAND --121.97,37.93,4.0,3241.0,464.0,1552.0,494.0,6.6134,307000.0,INLAND --122.01,37.92,18.0,2808.0,337.0,1038.0,337.0,8.3956,353600.0,NEAR BAY --122.01,37.92,16.0,2638.0,345.0,1055.0,334.0,8.1163,365800.0,NEAR BAY --121.99,37.92,14.0,1780.0,224.0,764.0,226.0,9.0243,427700.0,INLAND --121.93,37.89,13.0,2085.0,292.0,852.0,264.0,7.3445,366700.0,INLAND --121.92,37.96,14.0,5332.0,884.0,2093.0,839.0,5.2798,237400.0,INLAND --121.94,37.95,18.0,2541.0,355.0,986.0,346.0,7.1978,288000.0,INLAND --121.91,37.93,13.0,1610.0,198.0,703.0,217.0,8.7059,329400.0,INLAND --121.94,37.94,26.0,1299.0,174.0,533.0,180.0,6.2296,291700.0,INLAND --121.94,37.93,16.0,3421.0,427.0,1341.0,428.0,7.5695,320400.0,INLAND --121.93,37.93,16.0,2876.0,391.0,1089.0,377.0,6.299,286900.0,INLAND --121.93,37.93,16.0,2169.0,262.0,877.0,245.0,6.6049,312600.0,INLAND --121.95,37.94,27.0,1469.0,216.0,578.0,219.0,5.9346,253600.0,INLAND --122.25,38.02,16.0,1803.0,267.0,946.0,266.0,5.7001,205100.0,NEAR BAY --122.25,38.03,15.0,3338.0,532.0,1834.0,520.0,5.6293,197600.0,NEAR BAY --122.21,38.02,15.0,2150.0,327.0,1094.0,324.0,6.0224,198500.0,NEAR BAY --122.2,37.96,9.0,6306.0,962.0,2581.0,911.0,6.7741,310700.0,NEAR BAY --122.23,38.06,52.0,1350.0,266.0,490.0,257.0,3.125,171100.0,NEAR BAY --122.23,38.05,52.0,1736.0,358.0,638.0,297.0,2.5517,147100.0,NEAR BAY --122.21,38.06,52.0,2735.0,559.0,1076.0,487.0,3.6154,155700.0,NEAR BAY --122.2,38.04,31.0,3029.0,500.0,1236.0,487.0,5.6022,197000.0,NEAR BAY --122.26,38.03,25.0,2239.0,361.0,928.0,353.0,4.4474,203700.0,NEAR BAY --122.27,38.04,47.0,1685.0,405.0,835.0,372.0,2.3103,134500.0,NEAR BAY --122.26,38.03,41.0,1631.0,282.0,752.0,288.0,3.9345,150200.0,NEAR BAY --122.26,38.04,41.0,2512.0,539.0,1179.0,480.0,2.694,123000.0,NEAR BAY --122.25,38.05,30.0,1255.0,297.0,779.0,307.0,1.6767,147700.0,NEAR BAY --122.32,38.06,4.0,7999.0,1611.0,3596.0,1396.0,5.0969,174200.0,NEAR BAY --122.28,38.0,26.0,2335.0,413.0,980.0,417.0,3.4471,178900.0,NEAR BAY --122.29,38.0,16.0,4986.0,1081.0,2805.0,1016.0,4.025,173200.0,NEAR BAY --122.36,38.03,32.0,2159.0,393.0,981.0,369.0,4.3173,175400.0,NEAR BAY --122.3,38.0,34.0,1712.0,317.0,956.0,341.0,4.4394,162000.0,NEAR BAY --122.31,38.0,26.0,3735.0,641.0,1708.0,633.0,4.621,191100.0,NEAR BAY --122.31,38.01,18.0,4123.0,874.0,1895.0,772.0,3.2759,195000.0,NEAR BAY --122.28,37.99,28.0,3801.0,622.0,1654.0,571.0,4.375,193300.0,NEAR BAY --122.26,37.98,28.0,2038.0,329.0,947.0,349.0,5.1178,198000.0,NEAR BAY --122.27,37.99,16.0,4921.0,737.0,2312.0,725.0,5.8899,243200.0,NEAR BAY --122.27,37.98,23.0,3455.0,479.0,1375.0,474.0,6.0289,218600.0,NEAR BAY --122.26,38.02,5.0,3846.0,786.0,2053.0,716.0,5.0473,184800.0,NEAR BAY --122.24,38.01,11.0,3751.0,565.0,1949.0,555.0,5.7862,269400.0,NEAR BAY --122.24,38.01,16.0,2084.0,315.0,1154.0,307.0,6.0102,235600.0,NEAR BAY --122.25,38.0,16.0,2978.0,411.0,1531.0,400.0,6.5006,237700.0,NEAR BAY --122.26,38.0,14.0,2338.0,391.0,1003.0,398.0,4.2269,170500.0,NEAR BAY --122.26,38.0,6.0,678.0,104.0,318.0,91.0,5.2375,246400.0,NEAR BAY --122.27,38.0,15.0,1216.0,166.0,572.0,178.0,5.8418,240300.0,NEAR BAY --122.27,38.0,12.0,1592.0,242.0,969.0,233.0,6.1576,248700.0,NEAR BAY --122.26,38.0,5.0,6265.0,908.0,3326.0,872.0,6.2073,272900.0,NEAR BAY --122.29,37.98,27.0,2133.0,347.0,850.0,350.0,5.1046,209800.0,NEAR BAY --122.28,37.96,35.0,1579.0,243.0,734.0,264.0,5.5,201000.0,NEAR BAY --122.27,37.97,10.0,15259.0,2275.0,7266.0,2338.0,6.0666,272400.0,NEAR BAY --122.3,37.97,30.0,4030.0,772.0,1777.0,718.0,3.6393,184000.0,NEAR BAY --122.3,37.97,34.0,2854.0,528.0,1211.0,452.0,3.5353,164700.0,NEAR BAY --122.29,37.97,20.0,3426.0,632.0,1512.0,580.0,4.4911,227400.0,NEAR BAY --122.3,37.97,35.0,1811.0,377.0,911.0,340.0,3.375,149700.0,NEAR BAY --122.29,37.94,20.0,7578.0,1426.0,3637.0,1362.0,4.4387,190000.0,NEAR BAY --122.32,37.95,37.0,1887.0,353.0,895.0,359.0,4.45,196600.0,NEAR BAY --122.31,37.94,38.0,1794.0,349.0,810.0,335.0,3.8343,191400.0,NEAR BAY --122.31,37.94,38.0,2172.0,403.0,945.0,384.0,4.3958,194200.0,NEAR BAY --122.32,37.95,36.0,1425.0,245.0,573.0,239.0,4.35,185000.0,NEAR BAY --122.31,37.99,25.0,6508.0,1137.0,3259.0,1081.0,4.2348,157800.0,NEAR BAY --122.3,37.98,25.0,3807.0,806.0,1821.0,792.0,3.6518,164300.0,NEAR BAY --122.32,37.97,29.0,2347.0,464.0,1135.0,490.0,3.9722,161000.0,NEAR BAY --122.32,38.01,26.0,3054.0,492.0,1495.0,496.0,4.6944,171100.0,NEAR BAY --122.33,38.0,35.0,3779.0,711.0,2493.0,679.0,2.9781,109000.0,NEAR BAY --122.31,38.0,29.0,3108.0,534.0,1687.0,516.0,4.3333,170800.0,NEAR BAY --122.32,37.99,24.0,4865.0,968.0,2315.0,893.0,4.2852,173500.0,NEAR BAY --122.32,38.0,32.0,2275.0,397.0,1233.0,418.0,4.0437,162800.0,NEAR BAY --122.34,37.99,42.0,1531.0,326.0,1271.0,377.0,2.6167,85100.0,NEAR BAY --122.33,37.98,3.0,2850.0,544.0,1024.0,515.0,6.0115,175000.0,NEAR BAY --122.33,37.99,4.0,3999.0,1079.0,1591.0,887.0,3.911,112500.0,NEAR BAY --122.39,38.0,33.0,44.0,6.0,23.0,11.0,4.125,212500.0,NEAR BAY --122.36,37.96,39.0,246.0,57.0,316.0,52.0,0.716,104200.0,NEAR BAY --122.36,37.96,31.0,1157.0,276.0,956.0,232.0,1.5347,80400.0,NEAR BAY --122.36,37.95,40.0,408.0,102.0,302.0,81.0,1.8333,69800.0,NEAR BAY --122.37,37.95,35.0,215.0,45.0,100.0,34.0,1.6023,81300.0,NEAR BAY --122.37,37.95,32.0,1298.0,363.0,716.0,268.0,0.9797,76400.0,NEAR BAY --122.37,37.96,37.0,1572.0,402.0,1046.0,350.0,0.7403,68600.0,NEAR BAY --122.41,37.98,36.0,60.0,15.0,42.0,25.0,1.4583,67500.0,NEAR BAY --122.34,37.98,33.0,2014.0,410.0,1354.0,427.0,3.9773,131300.0,NEAR BAY --122.35,37.98,34.0,3756.0,726.0,2237.0,686.0,3.7562,132900.0,NEAR BAY --122.34,37.97,19.0,392.0,109.0,287.0,81.0,6.0426,110000.0,NEAR BAY --122.35,37.96,32.0,1991.0,504.0,1139.0,423.0,2.0353,113600.0,NEAR BAY --122.35,37.97,43.0,2178.0,482.0,1545.0,471.0,2.5863,112200.0,NEAR BAY --122.35,37.97,31.0,2892.0,685.0,2104.0,641.0,3.2188,113800.0,NEAR BAY --122.32,37.97,33.0,1595.0,292.0,991.0,300.0,4.6937,134100.0,NEAR BAY --122.32,37.97,33.0,1156.0,190.0,643.0,209.0,4.5,156600.0,NEAR BAY --122.33,37.97,19.0,5151.0,1335.0,2548.0,1165.0,3.3125,158800.0,NEAR BAY --122.33,37.98,32.0,1967.0,348.0,1144.0,364.0,4.4135,150100.0,NEAR BAY --122.33,37.97,45.0,1982.0,376.0,1179.0,398.0,3.5463,130800.0,NEAR BAY --122.34,37.97,19.0,2237.0,580.0,1438.0,551.0,2.3382,120700.0,NEAR BAY --122.33,37.96,46.0,1222.0,236.0,819.0,251.0,3.9118,129400.0,NEAR BAY --122.35,37.96,36.0,2191.0,531.0,1563.0,524.0,2.5164,114200.0,NEAR BAY --122.35,37.96,29.0,1899.0,524.0,1357.0,443.0,1.875,97200.0,NEAR BAY --122.35,37.96,35.0,1326.0,346.0,1023.0,295.0,2.0724,97700.0,NEAR BAY --122.35,37.95,31.0,2449.0,595.0,1801.0,548.0,2.6328,110300.0,NEAR BAY --122.35,37.96,34.0,1428.0,335.0,1272.0,319.0,2.5461,93900.0,NEAR BAY --122.36,37.96,30.0,950.0,317.0,1073.0,280.0,1.8664,107800.0,NEAR BAY --122.32,37.96,25.0,1728.0,403.0,934.0,412.0,3.375,133700.0,NEAR BAY --122.32,37.96,34.0,2070.0,357.0,784.0,294.0,4.0417,182800.0,NEAR BAY --122.32,37.95,35.0,1612.0,354.0,887.0,331.0,2.5769,146100.0,NEAR BAY --122.33,37.95,22.0,2099.0,569.0,1135.0,509.0,2.1915,120800.0,NEAR BAY --122.34,37.96,15.0,6487.0,1717.0,3408.0,1560.0,2.1991,133300.0,NEAR BAY --122.34,37.96,33.0,1817.0,441.0,1220.0,389.0,2.5382,103600.0,NEAR BAY --122.32,37.94,38.0,2751.0,522.0,1390.0,489.0,3.7277,165100.0,NEAR BAY --122.32,37.94,46.0,1901.0,295.0,833.0,352.0,5.5196,210800.0,NEAR BAY --122.32,37.93,40.0,1141.0,213.0,434.0,196.0,3.9464,186900.0,NEAR BAY --122.33,37.95,42.0,1627.0,336.0,848.0,316.0,3.7708,144600.0,NEAR BAY --122.33,37.94,45.0,1226.0,279.0,590.0,260.0,2.8833,140400.0,NEAR BAY --122.33,37.94,47.0,1882.0,361.0,797.0,342.0,3.5848,140800.0,NEAR BAY --122.33,37.94,43.0,1876.0,389.0,807.0,377.0,3.1571,141600.0,NEAR BAY --122.33,37.94,42.0,1695.0,345.0,719.0,334.0,3.9417,139100.0,NEAR BAY --122.33,37.94,44.0,1769.0,332.0,828.0,309.0,4.0526,150800.0,NEAR BAY --122.34,37.95,45.0,1128.0,240.0,702.0,270.0,3.6719,134100.0,NEAR BAY --122.33,37.95,45.0,1585.0,329.0,981.0,373.0,3.0313,135800.0,NEAR BAY --122.33,37.95,46.0,1543.0,339.0,777.0,322.0,4.0927,142600.0,NEAR BAY --122.34,37.95,44.0,1675.0,317.0,806.0,311.0,3.0694,135300.0,NEAR BAY --122.34,37.95,44.0,1788.0,368.0,933.0,329.0,2.875,133400.0,NEAR BAY --122.34,37.95,39.0,1986.0,427.0,1041.0,385.0,3.2333,135100.0,NEAR BAY --122.34,37.95,38.0,1340.0,298.0,766.0,241.0,3.2833,111700.0,NEAR BAY --122.35,37.95,45.0,2142.0,431.0,1318.0,431.0,3.0737,111600.0,NEAR BAY --122.35,37.95,42.0,1485.0,290.0,971.0,303.0,3.6094,114600.0,NEAR BAY --122.36,37.95,38.0,1042.0,289.0,773.0,248.0,2.7714,104700.0,NEAR BAY --122.34,37.94,47.0,2313.0,433.0,947.0,430.0,3.942,143300.0,NEAR BAY --122.34,37.94,44.0,1917.0,444.0,936.0,435.0,2.7391,140300.0,NEAR BAY --122.34,37.94,31.0,1611.0,455.0,786.0,411.0,1.681,145500.0,NEAR BAY --122.34,37.94,42.0,2206.0,451.0,989.0,444.0,3.125,143900.0,NEAR BAY --122.35,37.94,45.0,2112.0,493.0,1406.0,452.0,2.3456,105200.0,NEAR BAY --122.35,37.94,34.0,1880.0,459.0,1358.0,422.0,1.6571,105200.0,NEAR BAY --122.35,37.94,47.0,1275.0,275.0,844.0,273.0,2.8967,95600.0,NEAR BAY --122.36,37.95,38.0,1066.0,248.0,729.0,286.0,1.5139,81700.0,NEAR BAY --122.36,37.94,45.0,907.0,188.0,479.0,161.0,3.0862,79000.0,NEAR BAY --122.36,37.94,27.0,844.0,249.0,583.0,265.0,0.9687,105800.0,NEAR BAY --122.36,37.94,26.0,1540.0,343.0,1007.0,338.0,1.3365,72900.0,NEAR BAY --122.36,37.94,41.0,2591.0,585.0,1638.0,462.0,1.822,79700.0,NEAR BAY --122.37,37.94,49.0,969.0,229.0,599.0,195.0,1.3167,71600.0,NEAR BAY --122.35,37.93,19.0,1334.0,366.0,1048.0,316.0,1.7865,88000.0,NEAR BAY --122.35,37.93,28.0,1995.0,488.0,1182.0,439.0,2.3352,84300.0,NEAR BAY --122.36,37.94,43.0,369.0,107.0,371.0,111.0,1.6,79400.0,NEAR BAY --122.36,37.93,17.0,1258.0,254.0,885.0,229.0,3.05,121600.0,NEAR BAY --122.37,37.94,40.0,1064.0,266.0,912.0,239.0,1.0521,69100.0,NEAR BAY --122.37,37.93,45.0,3150.0,756.0,1798.0,749.0,1.75,37900.0,NEAR BAY --122.38,37.91,18.0,3507.0,711.0,1224.0,676.0,5.0524,269800.0,NEAR BAY --122.42,37.93,47.0,3453.0,779.0,1353.0,728.0,4.016,274500.0,NEAR BAY --122.41,37.94,52.0,154.0,33.0,89.0,38.0,3.2875,275000.0,NEAR BAY --122.34,37.93,30.0,2515.0,481.0,1327.0,428.0,2.1287,95000.0,NEAR BAY --122.35,37.93,39.0,2002.0,416.0,1166.0,395.0,1.7257,91500.0,NEAR BAY --122.36,37.93,44.0,1891.0,449.0,1047.0,432.0,1.7727,86100.0,NEAR BAY --122.36,37.93,42.0,1796.0,389.0,1107.0,372.0,1.9375,87000.0,NEAR BAY --122.37,37.93,37.0,709.0,190.0,644.0,174.0,0.8641,84200.0,NEAR BAY --122.33,37.91,36.0,1954.0,513.0,1437.0,440.0,1.125,93800.0,NEAR BAY --122.35,37.92,36.0,921.0,200.0,585.0,236.0,1.9224,94000.0,NEAR BAY --122.36,37.92,52.0,215.0,41.0,126.0,43.0,1.3929,104200.0,NEAR BAY --122.35,37.91,4.0,2851.0,798.0,1285.0,712.0,4.2895,186800.0,NEAR BAY --122.33,37.93,34.0,2326.0,471.0,1356.0,441.0,2.3475,90300.0,NEAR BAY --122.33,37.93,27.0,2158.0,424.0,1220.0,442.0,3.0156,111500.0,NEAR BAY --122.34,37.93,32.0,2389.0,652.0,1672.0,584.0,1.4423,88300.0,NEAR BAY --122.34,37.93,45.0,2225.0,486.0,1304.0,459.0,2.64,112100.0,NEAR BAY --122.35,37.93,41.0,268.0,75.0,198.0,82.0,3.2222,156300.0,NEAR BAY --122.32,37.92,29.0,2304.0,399.0,1377.0,454.0,5.0187,140600.0,NEAR BAY --122.33,37.92,26.0,3887.0,779.0,2512.0,740.0,2.2301,122400.0,NEAR BAY --122.32,37.92,28.0,4649.0,977.0,2606.0,953.0,3.2674,129100.0,NEAR BAY --122.32,37.91,34.0,2669.0,647.0,1341.0,555.0,2.6399,119600.0,NEAR BAY --122.31,37.91,39.0,2955.0,696.0,1417.0,682.0,2.7628,167800.0,NEAR BAY --122.31,37.91,43.0,2549.0,511.0,1060.0,528.0,3.6417,178400.0,NEAR BAY --122.31,37.91,45.0,3924.0,834.0,1992.0,773.0,4.1146,177800.0,NEAR BAY --122.31,37.93,39.0,2505.0,371.0,872.0,345.0,5.3433,286500.0,NEAR BAY --122.31,37.93,36.0,2403.0,408.0,917.0,404.0,5.0399,253400.0,NEAR BAY --122.32,37.93,40.0,3056.0,489.0,1103.0,481.0,5.1067,247300.0,NEAR BAY --122.32,37.94,47.0,1911.0,283.0,697.0,275.0,6.2712,267700.0,NEAR BAY --122.3,37.92,32.0,3943.0,605.0,1524.0,614.0,6.0677,321600.0,NEAR BAY --122.29,37.92,35.0,583.0,88.0,235.0,84.0,5.943,288200.0,NEAR BAY --122.29,37.92,32.0,1736.0,234.0,602.0,231.0,6.516,401000.0,NEAR BAY --122.3,37.93,34.0,2254.0,357.0,715.0,306.0,4.5,304000.0,NEAR BAY --122.31,37.93,36.0,1526.0,256.0,696.0,263.0,3.5089,261900.0,NEAR BAY --122.32,37.93,33.0,296.0,73.0,216.0,63.0,2.675,22500.0,NEAR BAY --122.31,37.92,30.0,1014.0,236.0,537.0,204.0,2.8456,183300.0,NEAR BAY --122.31,37.92,38.0,1250.0,236.0,631.0,279.0,3.724,220100.0,NEAR BAY --122.31,37.92,12.0,1895.0,600.0,983.0,519.0,2.5,195800.0,NEAR BAY --122.32,37.92,22.0,1119.0,220.0,565.0,199.0,3.3594,186900.0,NEAR BAY --122.31,37.92,43.0,2116.0,407.0,900.0,361.0,4.1587,212200.0,NEAR BAY --122.3,37.92,33.0,1615.0,271.0,710.0,285.0,4.0804,239000.0,NEAR BAY --122.31,37.91,31.0,1432.0,348.0,681.0,348.0,2.7243,218100.0,NEAR BAY --122.3,37.91,39.0,2686.0,569.0,1159.0,559.0,2.9441,200400.0,NEAR BAY --122.3,37.91,40.0,2866.0,617.0,1305.0,589.0,3.6321,209100.0,NEAR BAY --122.3,37.9,37.0,2125.0,489.0,912.0,462.0,2.9219,217200.0,NEAR BAY --122.3,37.9,41.0,2053.0,435.0,873.0,415.0,3.4091,223000.0,NEAR BAY --122.3,37.9,35.0,1102.0,308.0,688.0,303.0,2.3946,141700.0,NEAR BAY --122.3,37.9,30.0,1772.0,471.0,880.0,437.0,2.2672,162500.0,NEAR BAY --122.29,37.92,36.0,1450.0,235.0,568.0,234.0,6.0,311400.0,NEAR BAY --122.29,37.91,38.0,2591.0,424.0,905.0,378.0,5.1691,263200.0,NEAR BAY --122.29,37.91,46.0,2085.0,346.0,748.0,354.0,4.0536,262000.0,NEAR BAY --122.29,37.91,40.0,2085.0,329.0,796.0,339.0,5.5357,273700.0,NEAR BAY --122.29,37.9,52.0,2657.0,500.0,1131.0,489.0,4.4286,234900.0,NEAR BAY --122.28,37.91,38.0,2501.0,348.0,805.0,329.0,6.5576,358500.0,NEAR BAY --122.28,37.9,49.0,3191.0,516.0,1148.0,507.0,6.3538,333700.0,NEAR BAY --122.28,37.9,52.0,1369.0,249.0,490.0,248.0,4.1212,287500.0,NEAR BAY --122.28,37.91,41.0,3009.0,482.0,1053.0,490.0,5.828,324400.0,NEAR BAY --122.27,37.91,47.0,1930.0,315.0,692.0,296.0,6.3669,315500.0,NEAR BAY --122.28,37.91,48.0,2083.0,298.0,685.0,286.0,7.3089,331200.0,NEAR BAY --124.17,41.8,16.0,2739.0,480.0,1259.0,436.0,3.7557,109400.0,NEAR OCEAN --124.3,41.8,19.0,2672.0,552.0,1298.0,478.0,1.9797,85800.0,NEAR OCEAN --124.23,41.75,11.0,3159.0,616.0,1343.0,479.0,2.4805,73200.0,NEAR OCEAN --124.21,41.77,17.0,3461.0,722.0,1947.0,647.0,2.5795,68400.0,NEAR OCEAN --124.19,41.78,15.0,3140.0,714.0,1645.0,640.0,1.6654,74600.0,NEAR OCEAN --124.22,41.73,28.0,3003.0,699.0,1530.0,653.0,1.7038,78300.0,NEAR OCEAN --124.21,41.75,20.0,3810.0,787.0,1993.0,721.0,2.0074,66900.0,NEAR OCEAN --124.17,41.76,20.0,2673.0,538.0,1282.0,514.0,2.4605,105900.0,NEAR OCEAN --124.16,41.74,15.0,2715.0,569.0,1532.0,530.0,2.1829,69500.0,NEAR OCEAN --124.14,41.95,21.0,2696.0,578.0,1208.0,494.0,2.275,122400.0,NEAR OCEAN --124.16,41.92,19.0,1668.0,324.0,841.0,283.0,2.1336,75000.0,NEAR OCEAN --124.3,41.84,17.0,2677.0,531.0,1244.0,456.0,3.0313,103600.0,NEAR OCEAN --124.15,41.81,17.0,3276.0,628.0,3546.0,585.0,2.2868,103100.0,NEAR OCEAN --123.91,41.68,22.0,1880.0,360.0,743.0,314.0,2.9688,152700.0,<1H OCEAN --123.83,41.88,18.0,1504.0,357.0,660.0,258.0,3.13,116700.0,<1H OCEAN --123.92,41.54,22.0,2920.0,636.0,1382.0,499.0,2.0202,71100.0,NEAR OCEAN --119.94,38.96,20.0,1451.0,386.0,467.0,255.0,1.5536,212500.0,INLAND --119.95,38.95,8.0,430.0,107.0,36.0,18.0,2.625,187500.0,INLAND --119.95,38.95,22.0,1058.0,352.0,851.0,269.0,2.02,87500.0,INLAND --119.95,38.95,21.0,2046.0,580.0,952.0,353.0,1.7245,92200.0,INLAND --119.94,38.95,25.0,1789.0,536.0,1134.0,396.0,2.32,91300.0,INLAND --119.95,38.94,24.0,2180.0,517.0,755.0,223.0,2.5875,173400.0,INLAND --119.93,38.94,27.0,1709.0,408.0,97.0,44.0,2.4917,200000.0,INLAND --119.97,38.94,26.0,1485.0,334.0,406.0,180.0,1.9667,84600.0,INLAND --119.97,38.93,24.0,856.0,185.0,388.0,108.0,3.1806,107200.0,INLAND --119.98,38.96,25.0,2443.0,444.0,868.0,342.0,3.5417,114800.0,INLAND --119.96,38.94,19.0,1429.0,292.0,585.0,188.0,2.2589,131600.0,INLAND --119.96,38.94,27.0,1492.0,393.0,717.0,254.0,1.8906,104200.0,INLAND --119.96,38.93,22.0,2731.0,632.0,1215.0,483.0,2.83,110500.0,INLAND --119.94,38.92,24.0,1258.0,216.0,235.0,96.0,4.6,136800.0,INLAND --119.98,38.94,25.0,1339.0,328.0,503.0,219.0,1.9018,109700.0,INLAND --119.98,38.94,23.0,1564.0,298.0,339.0,147.0,4.0417,99300.0,INLAND --119.99,38.94,24.0,1216.0,289.0,421.0,185.0,3.1625,103600.0,INLAND --119.99,38.94,22.0,3119.0,640.0,786.0,351.0,3.0806,118500.0,INLAND --119.99,38.93,23.0,1882.0,414.0,673.0,277.0,2.9091,141900.0,INLAND --119.98,38.93,28.0,1194.0,272.0,494.0,203.0,2.3281,85800.0,INLAND --119.98,38.93,25.0,1262.0,293.0,534.0,226.0,2.6607,90400.0,INLAND --119.98,38.92,27.0,2682.0,606.0,1010.0,399.0,3.15,86900.0,INLAND --119.98,38.92,28.0,1408.0,312.0,522.0,221.0,2.0708,89600.0,INLAND --120.0,38.93,17.0,8005.0,1382.0,999.0,383.0,3.9722,313400.0,INLAND --120.01,38.93,22.0,3080.0,610.0,1045.0,425.0,2.996,126100.0,INLAND --120.0,38.92,17.0,1106.0,207.0,466.0,180.0,3.3295,126600.0,INLAND --120.0,38.92,26.0,529.0,116.0,191.0,83.0,3.5,103600.0,INLAND --120.01,38.92,23.0,964.0,246.0,485.0,198.0,1.7188,96100.0,INLAND --120.01,38.92,25.0,1758.0,357.0,689.0,278.0,2.675,104200.0,INLAND --120.02,38.91,22.0,2138.0,493.0,829.0,330.0,2.2056,107200.0,INLAND --120.02,38.92,24.0,1194.0,246.0,414.0,151.0,3.2396,101900.0,INLAND --120.01,38.91,27.0,968.0,191.0,283.0,143.0,2.0938,94400.0,INLAND --120.01,38.91,17.0,2732.0,609.0,1005.0,499.0,1.9851,86700.0,INLAND --120.01,38.89,24.0,1669.0,422.0,589.0,281.0,3.0089,100800.0,INLAND --120.0,38.9,21.0,1653.0,419.0,737.0,308.0,1.9727,114100.0,INLAND --119.99,38.88,17.0,2807.0,529.0,675.0,251.0,2.7457,107800.0,INLAND --119.98,38.9,16.0,3109.0,572.0,885.0,334.0,3.5,134700.0,INLAND --119.92,38.91,15.0,3831.0,625.0,984.0,328.0,5.0718,162500.0,INLAND --120.0,38.87,12.0,1437.0,268.0,395.0,144.0,4.225,127600.0,INLAND --119.96,38.84,17.0,2722.0,512.0,828.0,289.0,3.5714,109700.0,INLAND --120.02,38.76,15.0,3142.0,618.0,725.0,285.0,4.3333,121400.0,INLAND --120.04,38.86,16.0,2708.0,481.0,712.0,261.0,3.7891,117700.0,INLAND --120.03,38.89,15.0,3042.0,588.0,918.0,336.0,3.8333,118800.0,INLAND --120.02,38.86,19.0,2429.0,459.0,883.0,300.0,3.017,97600.0,INLAND --120.13,39.06,22.0,2465.0,539.0,381.0,146.0,2.875,87500.0,INLAND --120.16,39.04,18.0,2040.0,402.0,350.0,129.0,4.0313,126000.0,INLAND --120.16,39.01,16.0,1463.0,264.0,54.0,26.0,4.975,206300.0,INLAND --120.06,39.01,19.0,2967.0,528.0,112.0,48.0,4.0714,437500.0,INLAND --120.1,38.91,33.0,1561.0,282.0,30.0,11.0,1.875,500001.0,INLAND --120.97,38.91,7.0,4341.0,716.0,1978.0,682.0,4.8311,172200.0,INLAND --121.04,38.81,11.0,3522.0,623.0,1456.0,544.0,3.93,163400.0,INLAND --120.72,38.94,10.0,1604.0,352.0,540.0,190.0,3.7625,113200.0,INLAND --120.88,38.91,15.0,3876.0,778.0,1960.0,691.0,2.902,127300.0,INLAND --120.92,38.86,11.0,1720.0,345.0,850.0,326.0,3.2027,128600.0,INLAND --120.87,38.83,12.0,2180.0,423.0,1070.0,377.0,2.8562,128200.0,INLAND --120.84,38.81,11.0,1280.0,286.0,609.0,248.0,3.1635,132600.0,INLAND --120.81,38.89,17.0,1438.0,324.0,675.0,268.0,2.9444,119300.0,INLAND --120.79,38.83,15.0,1374.0,291.0,709.0,239.0,1.7222,118500.0,INLAND --120.71,38.85,8.0,1877.0,479.0,884.0,323.0,3.4688,120100.0,INLAND --120.5,38.87,10.0,81.0,41.0,55.0,16.0,4.9583,87500.0,INLAND --120.3,38.9,11.0,1961.0,435.0,113.0,53.0,0.9227,95500.0,INLAND --121.09,38.68,15.0,5218.0,711.0,1949.0,659.0,4.7083,213300.0,INLAND --121.08,38.67,10.0,2499.0,331.0,1040.0,333.0,6.844,239600.0,INLAND --121.07,38.66,22.0,1831.0,274.0,813.0,269.0,4.6394,173400.0,INLAND --121.06,38.7,9.0,13255.0,1739.0,5001.0,1627.0,6.314,228900.0,INLAND --121.0,38.58,12.0,3425.0,549.0,1357.0,451.0,5.3344,217500.0,INLAND --121.01,38.73,7.0,6322.0,1046.0,2957.0,1024.0,4.7276,197500.0,INLAND --120.99,38.69,5.0,5743.0,1074.0,2651.0,962.0,4.1163,172500.0,INLAND --121.02,38.66,4.0,7392.0,1155.0,3096.0,1065.0,4.5246,198900.0,INLAND --120.99,38.67,8.0,4913.0,744.0,2005.0,723.0,5.4413,187900.0,INLAND --120.98,38.67,13.0,3432.0,516.0,1286.0,470.0,5.584,186600.0,INLAND --120.98,38.66,9.0,2073.0,404.0,916.0,373.0,3.225,163300.0,INLAND --120.98,38.68,5.0,4810.0,909.0,2242.0,900.0,3.2964,176900.0,INLAND --120.95,38.69,10.0,3421.0,563.0,1689.0,545.0,5.2032,217100.0,INLAND --120.96,38.66,11.0,2339.0,436.0,1062.0,380.0,3.9036,180800.0,INLAND --120.97,38.65,9.0,3707.0,602.0,1601.0,555.0,4.0714,300600.0,INLAND --120.93,38.65,12.0,2213.0,384.0,1097.0,351.0,4.5568,170100.0,INLAND --120.91,38.62,12.0,4545.0,748.0,2033.0,718.0,4.1843,207600.0,INLAND --120.95,38.79,12.0,3247.0,579.0,1459.0,517.0,4.3981,202800.0,INLAND --120.93,38.77,9.0,2229.0,355.0,788.0,341.0,5.5111,196300.0,INLAND --120.91,38.73,11.0,5460.0,859.0,2645.0,838.0,4.835,230600.0,INLAND --120.87,38.71,13.0,2692.0,470.0,1302.0,420.0,4.0,167400.0,INLAND --120.84,38.77,11.0,1013.0,188.0,410.0,158.0,4.825,184600.0,INLAND --120.86,38.75,15.0,1533.0,300.0,674.0,287.0,2.5625,146100.0,INLAND --120.83,38.74,17.0,3685.0,775.0,1714.0,734.0,2.2269,128300.0,INLAND --120.84,38.73,17.0,2616.0,492.0,1158.0,457.0,2.8807,142600.0,INLAND --120.81,38.73,38.0,2005.0,385.0,882.0,353.0,2.5104,120500.0,INLAND --120.78,38.74,28.0,4236.0,877.0,2008.0,881.0,2.1603,111300.0,INLAND --120.81,38.74,29.0,2259.0,482.0,1099.0,463.0,2.3314,121600.0,INLAND --120.76,38.76,21.0,3509.0,606.0,1576.0,564.0,2.6392,148500.0,INLAND --120.76,38.73,17.0,512.0,129.0,314.0,140.0,1.5625,108300.0,INLAND --120.78,38.73,31.0,3117.0,616.0,1606.0,588.0,2.9844,127900.0,INLAND --120.81,38.73,42.0,1276.0,260.0,799.0,259.0,2.7273,128600.0,INLAND --120.78,38.72,19.0,4414.0,767.0,1865.0,699.0,3.6406,150900.0,INLAND --120.67,38.76,35.0,2104.0,403.0,1060.0,400.0,2.1682,138100.0,INLAND --120.7,38.75,19.0,2325.0,430.0,967.0,376.0,2.9,158700.0,INLAND --120.71,38.73,17.0,2146.0,396.0,862.0,351.0,2.9219,141300.0,INLAND --120.58,38.77,15.0,2155.0,394.0,857.0,356.0,4.03,141200.0,INLAND --120.58,38.77,21.0,1661.0,406.0,789.0,319.0,2.3583,108700.0,INLAND --120.6,38.76,22.0,1236.0,273.0,615.0,248.0,3.0217,106900.0,INLAND --120.59,38.76,21.0,1728.0,417.0,731.0,334.0,1.7266,94700.0,INLAND --120.63,38.75,17.0,3145.0,621.0,1432.0,559.0,2.7201,117500.0,INLAND --120.7,38.69,13.0,4492.0,821.0,2093.0,734.0,4.0709,151700.0,INLAND --120.63,38.73,11.0,4577.0,836.0,1944.0,700.0,4.0675,140200.0,INLAND --120.62,38.71,10.0,6305.0,1150.0,2597.0,921.0,4.0197,132200.0,INLAND --120.63,38.68,14.0,1821.0,316.0,769.0,266.0,3.0789,131700.0,INLAND --120.54,38.75,9.0,3006.0,540.0,1102.0,418.0,3.9812,136600.0,INLAND --120.76,38.6,14.0,2925.0,625.0,1226.0,437.0,2.5865,133800.0,INLAND --120.66,38.61,19.0,2715.0,596.0,1301.0,473.0,2.5042,126400.0,INLAND --120.72,38.57,8.0,892.0,185.0,427.0,164.0,2.6833,118800.0,INLAND --120.59,38.53,15.0,432.0,87.0,208.0,73.0,3.6125,100000.0,INLAND --120.44,38.61,9.0,2598.0,548.0,796.0,297.0,3.5192,98000.0,INLAND --120.32,38.71,13.0,1115.0,255.0,86.0,32.0,3.5667,115600.0,INLAND --120.08,38.8,34.0,1988.0,511.0,36.0,15.0,4.625,162500.0,INLAND --120.88,38.58,8.0,3417.0,604.0,1703.0,623.0,4.0827,170700.0,INLAND --120.84,38.63,12.0,1313.0,231.0,731.0,232.0,5.7373,208300.0,INLAND --120.81,38.67,14.0,8396.0,1578.0,3952.0,1474.0,3.0565,118800.0,INLAND --120.76,38.65,17.0,2319.0,430.0,1126.0,372.0,3.5511,155900.0,INLAND --120.85,38.69,18.0,5928.0,1097.0,2697.0,1096.0,3.4872,141400.0,INLAND --120.79,38.7,13.0,5036.0,1034.0,2243.0,923.0,2.3319,138500.0,INLAND --119.81,36.73,51.0,956.0,196.0,662.0,180.0,2.101,56700.0,INLAND --119.81,36.73,47.0,1314.0,416.0,1155.0,326.0,1.372,49600.0,INLAND --119.81,36.74,36.0,607.0,155.0,483.0,146.0,1.5625,47500.0,INLAND --119.79,36.73,52.0,112.0,28.0,193.0,40.0,1.975,47500.0,INLAND --119.8,36.73,45.0,925.0,231.0,797.0,228.0,1.7011,44800.0,INLAND --119.8,36.72,43.0,1286.0,360.0,972.0,345.0,0.9513,50400.0,INLAND --119.81,36.72,46.0,1414.0,268.0,902.0,243.0,1.5833,56700.0,INLAND --119.81,36.73,50.0,772.0,194.0,606.0,167.0,2.2206,59200.0,INLAND --119.77,36.73,44.0,1960.0,393.0,1286.0,381.0,2.1518,53000.0,INLAND --119.77,36.72,43.0,1763.0,389.0,1623.0,390.0,1.4427,47700.0,INLAND --119.78,36.73,52.0,1377.0,319.0,1280.0,259.0,1.2344,43300.0,INLAND --119.77,36.73,45.0,1081.0,241.0,821.0,230.0,1.7829,52600.0,INLAND --119.77,36.75,39.0,1287.0,332.0,1386.0,306.0,1.5227,46900.0,INLAND --119.77,36.74,20.0,1855.0,519.0,1091.0,443.0,1.5547,93900.0,INLAND --119.78,36.74,15.0,1461.0,415.0,924.0,356.0,2.5045,90300.0,INLAND --119.78,36.75,35.0,2114.0,506.0,2050.0,474.0,1.2375,50000.0,INLAND --119.78,36.75,31.0,1404.0,379.0,1515.0,387.0,1.2813,56400.0,INLAND --119.79,36.74,35.0,853.0,296.0,1228.0,289.0,1.0513,39600.0,INLAND --119.79,36.74,52.0,173.0,87.0,401.0,84.0,2.1094,75000.0,INLAND --119.8,36.74,25.0,1717.0,542.0,1343.0,471.0,0.799,51800.0,INLAND --119.8,36.75,41.0,1659.0,466.0,1391.0,447.0,1.3527,61200.0,INLAND --119.79,36.75,33.0,3161.0,934.0,3530.0,846.0,1.123,46700.0,INLAND --119.82,36.74,52.0,610.0,128.0,406.0,122.0,1.8967,43800.0,INLAND --119.82,36.72,25.0,2581.0,528.0,1642.0,509.0,1.6435,52600.0,INLAND --119.82,36.72,17.0,1276.0,242.0,927.0,238.0,2.6176,54100.0,INLAND --119.83,36.73,21.0,1702.0,358.0,1347.0,316.0,2.4137,62100.0,INLAND --119.83,36.72,28.0,60.0,10.0,46.0,13.0,4.35,67500.0,INLAND --119.83,36.71,43.0,355.0,81.0,233.0,75.0,2.4167,73900.0,INLAND --119.79,36.72,19.0,1719.0,391.0,1369.0,368.0,1.25,53000.0,INLAND --119.8,36.71,29.0,1541.0,291.0,1007.0,313.0,2.0043,53500.0,INLAND --119.81,36.71,25.0,1026.0,221.0,789.0,183.0,1.5625,52800.0,INLAND --119.8,36.72,19.0,1334.0,336.0,1171.0,319.0,1.0481,48500.0,INLAND --119.8,36.72,15.0,1908.0,417.0,1383.0,375.0,1.0472,57800.0,INLAND --119.79,36.7,23.0,1731.0,363.0,1210.0,341.0,1.3922,49500.0,INLAND --119.8,36.7,28.0,1592.0,304.0,962.0,282.0,1.3304,51300.0,INLAND --119.81,36.7,52.0,314.0,57.0,178.0,66.0,1.2404,52500.0,INLAND --119.78,36.72,22.0,354.0,121.0,530.0,115.0,2.1458,34400.0,INLAND --119.79,36.72,41.0,1562.0,322.0,927.0,277.0,1.3047,44100.0,INLAND --119.78,36.71,35.0,1987.0,394.0,1233.0,383.0,1.3587,45300.0,INLAND --119.74,36.71,17.0,5872.0,1250.0,5034.0,1224.0,2.1905,61800.0,INLAND --119.76,36.71,29.0,1745.0,441.0,1530.0,391.0,1.5611,44400.0,INLAND --119.76,36.72,24.0,1240.0,265.0,1035.0,232.0,2.875,60600.0,INLAND --119.75,36.71,38.0,1481.0,,1543.0,372.0,1.4577,49800.0,INLAND --119.74,36.73,34.0,1254.0,272.0,1056.0,279.0,2.3269,50800.0,INLAND --119.74,36.72,25.0,3972.0,842.0,2863.0,729.0,2.1304,58500.0,INLAND --119.75,36.72,22.0,3247.0,859.0,4179.0,881.0,1.3343,60800.0,INLAND --119.76,36.73,46.0,1347.0,282.0,854.0,267.0,1.8723,52600.0,INLAND --119.76,36.73,39.0,1553.0,363.0,1449.0,341.0,1.4419,45500.0,INLAND --119.75,36.73,39.0,2290.0,539.0,1685.0,536.0,1.6325,52100.0,INLAND --119.74,36.73,42.0,1236.0,272.0,946.0,261.0,2.0536,50000.0,INLAND --119.69,36.75,6.0,1926.0,303.0,965.0,316.0,4.7463,93100.0,INLAND --119.67,36.74,19.0,2788.0,614.0,1365.0,525.0,2.7813,120300.0,INLAND --119.69,36.74,17.0,2438.0,598.0,1563.0,538.0,1.5449,62500.0,INLAND --119.69,36.75,13.0,2343.0,409.0,1347.0,405.0,4.0027,93100.0,INLAND --119.67,36.73,27.0,2845.0,417.0,1219.0,460.0,4.9196,117900.0,INLAND --119.69,36.73,30.0,2437.0,349.0,1005.0,380.0,7.2211,171700.0,INLAND --119.69,36.74,23.0,2097.0,385.0,911.0,405.0,3.5128,121600.0,INLAND --119.69,36.71,25.0,556.0,79.0,249.0,71.0,4.4583,108300.0,INLAND --119.67,36.72,31.0,843.0,140.0,453.0,149.0,2.6875,153800.0,INLAND --119.73,36.73,7.0,2461.0,647.0,1587.0,551.0,1.4007,225000.0,INLAND --119.72,36.73,9.0,1914.0,491.0,1116.0,424.0,1.4646,65900.0,INLAND --119.72,36.72,15.0,1713.0,246.0,766.0,232.0,6.8162,127200.0,INLAND --119.73,36.72,26.0,2645.0,1005.0,1660.0,991.0,0.6991,89500.0,INLAND --119.73,36.73,9.0,1621.0,428.0,678.0,394.0,2.2437,54200.0,INLAND --119.71,36.73,19.0,3972.0,585.0,1586.0,560.0,5.2608,151400.0,INLAND --119.72,36.71,7.0,2456.0,463.0,1350.0,424.0,3.0179,91600.0,INLAND --119.73,36.72,15.0,2246.0,456.0,1190.0,403.0,2.0294,70400.0,INLAND --119.73,36.68,32.0,755.0,205.0,681.0,207.0,1.7986,49300.0,INLAND --119.69,36.69,36.0,1432.0,269.0,836.0,237.0,2.1563,88300.0,INLAND --119.76,36.68,29.0,1243.0,312.0,836.0,277.0,1.8355,74200.0,INLAND --119.67,36.65,20.0,2512.0,449.0,1464.0,450.0,3.9211,92300.0,INLAND --119.63,36.64,33.0,1036.0,181.0,620.0,174.0,3.4107,110400.0,INLAND --119.65,36.62,6.0,1931.0,422.0,1344.0,414.0,1.6607,58000.0,INLAND --119.68,36.63,39.0,1237.0,256.0,638.0,239.0,3.0139,65300.0,INLAND --119.74,36.65,19.0,2546.0,463.0,1257.0,418.0,2.9013,89500.0,INLAND --119.68,36.62,31.0,834.0,229.0,616.0,211.0,1.6602,61200.0,INLAND --119.73,36.62,35.0,2080.0,365.0,1026.0,333.0,3.5781,92800.0,INLAND --119.73,36.59,31.0,1551.0,296.0,1058.0,287.0,3.3438,92600.0,INLAND --119.8,36.68,31.0,2214.0,432.0,1326.0,416.0,2.1691,66700.0,INLAND --119.78,36.65,27.0,1226.0,240.0,706.0,211.0,2.77,68400.0,INLAND --119.82,36.64,30.0,1694.0,312.0,1008.0,321.0,2.2466,96000.0,INLAND --119.8,36.65,34.0,2263.0,423.0,1184.0,407.0,1.7692,74200.0,INLAND --119.89,36.73,43.0,524.0,93.0,302.0,93.0,2.6146,81300.0,INLAND --119.87,36.72,30.0,1584.0,316.0,984.0,300.0,2.0658,67900.0,INLAND --119.89,36.7,32.0,1485.0,269.0,867.0,271.0,2.5809,78300.0,INLAND --119.85,36.74,35.0,1191.0,190.0,537.0,182.0,3.5375,96700.0,INLAND --119.84,36.77,6.0,1853.0,473.0,1397.0,417.0,1.4817,72000.0,INLAND --119.83,36.76,15.0,3291.0,772.0,1738.0,634.0,1.976,67300.0,INLAND --119.82,36.75,41.0,1022.0,209.0,741.0,213.0,2.0781,48800.0,INLAND --119.84,36.75,34.0,1186.0,300.0,774.0,271.0,1.575,57100.0,INLAND --119.83,36.75,33.0,662.0,183.0,607.0,181.0,1.3929,55600.0,INLAND --119.81,36.76,48.0,2059.0,388.0,834.0,405.0,2.9306,67900.0,INLAND --119.81,36.76,51.0,2419.0,486.0,1284.0,426.0,2.2029,54200.0,INLAND --119.81,36.75,52.0,1827.0,356.0,855.0,353.0,1.7636,55100.0,INLAND --119.82,36.76,41.0,1973.0,399.0,1107.0,375.0,1.8971,66900.0,INLAND --119.82,36.76,46.0,2194.0,563.0,924.0,542.0,1.4028,68500.0,INLAND --119.8,36.76,52.0,1853.0,437.0,764.0,390.0,1.6429,69200.0,INLAND --119.8,36.75,52.0,1788.0,449.0,1156.0,418.0,1.7298,58400.0,INLAND --119.81,36.76,52.0,1792.0,352.0,1049.0,357.0,2.4375,57100.0,INLAND --119.8,36.76,52.0,2224.0,418.0,832.0,406.0,2.3952,78400.0,INLAND --119.79,36.76,52.0,1185.0,260.0,635.0,239.0,1.175,56100.0,INLAND --119.79,36.75,52.0,377.0,97.0,530.0,96.0,1.0,45000.0,INLAND --119.8,36.75,46.0,2625.0,593.0,1368.0,551.0,1.5273,59000.0,INLAND --119.79,36.76,52.0,2408.0,498.0,1361.0,465.0,2.1055,61300.0,INLAND --119.78,36.76,47.0,1425.0,323.0,949.0,325.0,1.7344,51300.0,INLAND --119.78,36.75,49.0,1175.0,307.0,982.0,278.0,1.2937,52000.0,INLAND --119.78,36.75,43.0,2070.0,512.0,1925.0,444.0,1.4635,46600.0,INLAND --119.78,36.76,50.0,1343.0,322.0,1063.0,342.0,1.75,49800.0,INLAND --119.76,36.76,23.0,3800.0,1003.0,3786.0,917.0,1.4766,50600.0,INLAND --119.76,36.75,35.0,1607.0,383.0,1407.0,382.0,2.19,53400.0,INLAND --119.76,36.75,41.0,1576.0,417.0,1567.0,366.0,1.2545,45500.0,INLAND --119.77,36.76,40.0,2009.0,519.0,2219.0,505.0,1.2101,49100.0,INLAND --119.77,36.76,43.0,1623.0,294.0,781.0,272.0,1.869,56000.0,INLAND --119.77,36.76,43.0,1945.0,413.0,1492.0,422.0,1.5174,54600.0,INLAND --119.76,36.75,35.0,2347.0,526.0,1676.0,481.0,1.6548,49400.0,INLAND --119.76,36.74,52.0,2137.0,448.0,1194.0,444.0,1.3029,69100.0,INLAND --119.77,36.74,50.0,1325.0,280.0,811.0,281.0,1.8667,62800.0,INLAND --119.77,36.74,51.0,1454.0,235.0,729.0,252.0,3.3125,70100.0,INLAND --119.77,36.75,44.0,1818.0,412.0,1680.0,418.0,1.7083,48300.0,INLAND --119.76,36.75,39.0,2233.0,563.0,2031.0,491.0,1.8641,50800.0,INLAND --119.74,36.75,47.0,2236.0,418.0,1042.0,397.0,2.9545,59600.0,INLAND --119.74,36.74,39.0,4893.0,1210.0,4749.0,1067.0,1.2065,55600.0,INLAND --119.75,36.74,39.0,1740.0,351.0,1098.0,347.0,1.8958,51300.0,INLAND --119.75,36.75,50.0,1515.0,294.0,852.0,297.0,1.9955,54200.0,INLAND --119.75,36.75,49.0,2331.0,460.0,1290.0,477.0,2.5111,55400.0,INLAND --119.74,36.76,42.0,2093.0,470.0,1621.0,438.0,1.7994,58700.0,INLAND --119.74,36.76,36.0,912.0,216.0,842.0,219.0,1.4766,52800.0,INLAND --119.75,36.76,29.0,2077.0,524.0,1887.0,489.0,1.4107,59800.0,INLAND --119.75,36.76,32.0,2072.0,497.0,2002.0,470.0,1.3278,44500.0,INLAND --119.72,36.76,23.0,6403.0,,3573.0,1260.0,2.3006,69000.0,INLAND --119.72,36.75,11.0,4832.0,993.0,2190.0,888.0,2.6611,74700.0,INLAND --119.73,36.76,30.0,1548.0,282.0,886.0,311.0,3.1,71300.0,INLAND --119.72,36.75,27.0,1691.0,282.0,869.0,337.0,3.9514,86900.0,INLAND --119.73,36.74,14.0,6202.0,1551.0,5561.0,1435.0,1.6073,64700.0,INLAND --119.73,36.75,39.0,1745.0,321.0,901.0,303.0,3.1719,67900.0,INLAND --119.7,36.75,11.0,3626.0,779.0,1819.0,731.0,2.4956,87500.0,INLAND --119.71,36.74,18.0,8099.0,1670.0,4476.0,1514.0,2.4728,88300.0,INLAND --119.71,36.76,28.0,2675.0,527.0,1392.0,521.0,2.3108,72000.0,INLAND --119.7,36.8,34.0,1768.0,303.0,888.0,314.0,3.8088,87700.0,INLAND --119.71,36.79,34.0,1891.0,323.0,966.0,355.0,3.6681,82000.0,INLAND --119.71,36.77,11.0,5112.0,1384.0,2487.0,1243.0,2.1461,75900.0,INLAND --119.73,36.8,15.0,2376.0,538.0,1197.0,510.0,3.1417,74600.0,INLAND --119.72,36.8,16.0,2396.0,526.0,1338.0,518.0,2.1653,78800.0,INLAND --119.72,36.8,15.0,3045.0,689.0,1340.0,588.0,3.1953,85700.0,INLAND --119.71,36.8,17.0,2056.0,366.0,1259.0,367.0,3.9338,84700.0,INLAND --119.71,36.8,17.0,1415.0,267.0,861.0,293.0,3.25,81400.0,INLAND --119.71,36.81,9.0,1122.0,290.0,662.0,284.0,2.0536,55000.0,INLAND --119.7,36.8,31.0,1746.0,321.0,1186.0,360.0,2.6932,66400.0,INLAND --119.71,36.8,25.0,875.0,156.0,646.0,166.0,3.0,72800.0,INLAND --119.72,36.8,23.0,2128.0,442.0,1047.0,450.0,2.625,71500.0,INLAND --119.73,36.8,24.0,1316.0,249.0,781.0,260.0,3.7578,69200.0,INLAND --119.72,36.81,15.0,2175.0,564.0,1194.0,482.0,2.6767,87500.0,INLAND --119.73,36.77,24.0,4410.0,939.0,2362.0,862.0,2.9406,73000.0,INLAND --119.74,36.77,30.0,2427.0,482.0,1375.0,518.0,2.5737,76900.0,INLAND --119.75,36.77,32.0,1962.0,399.0,1005.0,392.0,2.6726,70400.0,INLAND --119.75,36.78,35.0,1129.0,220.0,474.0,242.0,2.4405,74300.0,INLAND --119.75,36.78,33.0,1145.0,197.0,508.0,198.0,2.3333,81300.0,INLAND --119.74,36.78,27.0,4049.0,947.0,2254.0,882.0,2.2467,70700.0,INLAND --119.76,36.77,36.0,2507.0,466.0,1227.0,474.0,2.785,72300.0,INLAND --119.76,36.77,38.0,3804.0,814.0,2142.0,816.0,2.1439,60200.0,INLAND --119.77,36.77,38.0,3065.0,658.0,1441.0,625.0,2.0564,64700.0,INLAND --119.77,36.78,36.0,3616.0,779.0,1994.0,786.0,2.5434,67300.0,INLAND --119.77,36.78,40.0,1411.0,284.0,609.0,296.0,1.9375,67700.0,INLAND --119.77,36.77,29.0,2554.0,705.0,2669.0,655.0,1.2176,61900.0,INLAND --119.78,36.77,45.0,1315.0,256.0,666.0,240.0,2.3562,58100.0,INLAND --119.78,36.78,37.0,2185.0,455.0,1143.0,438.0,1.9784,70700.0,INLAND --119.79,36.77,30.0,1610.0,410.0,1000.0,397.0,2.0357,60200.0,INLAND --119.8,36.77,52.0,2964.0,512.0,1114.0,486.0,3.8105,87600.0,INLAND --119.8,36.78,50.0,1818.0,374.0,737.0,338.0,2.2614,73000.0,INLAND --119.79,36.78,41.0,2227.0,462.0,1129.0,415.0,2.319,59100.0,INLAND --119.79,36.77,43.0,2323.0,502.0,1144.0,471.0,2.3967,58700.0,INLAND --119.81,36.78,52.0,2281.0,371.0,839.0,367.0,3.5972,89900.0,INLAND --119.81,36.77,49.0,1749.0,314.0,705.0,300.0,3.15,72200.0,INLAND --119.81,36.77,48.0,1805.0,329.0,741.0,331.0,2.5804,78900.0,INLAND --119.81,36.77,43.0,2341.0,395.0,890.0,375.0,3.4265,85000.0,INLAND --119.81,36.78,37.0,1965.0,364.0,796.0,335.0,3.625,83400.0,INLAND --119.82,36.78,36.0,1370.0,289.0,812.0,282.0,2.6127,69600.0,INLAND --119.82,36.77,41.0,1441.0,274.0,646.0,296.0,3.0568,71300.0,INLAND --119.82,36.77,36.0,2252.0,468.0,1117.0,442.0,2.9081,65600.0,INLAND --119.83,36.77,32.0,2867.0,615.0,1705.0,570.0,2.4286,68100.0,INLAND --119.83,36.77,23.0,2168.0,503.0,1190.0,425.0,2.625,71600.0,INLAND --119.83,36.78,30.0,3162.0,640.0,1660.0,639.0,2.8359,80300.0,INLAND --119.87,36.79,8.0,2875.0,548.0,1718.0,551.0,3.6522,80200.0,INLAND --119.87,36.79,7.0,1932.0,419.0,1014.0,389.0,3.0938,76700.0,INLAND --119.89,36.79,5.0,3821.0,705.0,2179.0,694.0,3.7821,80400.0,INLAND --119.87,36.78,4.0,6102.0,1114.0,3406.0,1115.0,3.4213,84500.0,INLAND --119.85,36.78,8.0,3096.0,684.0,1454.0,545.0,2.7857,79700.0,INLAND --119.86,36.78,7.0,2232.0,490.0,1274.0,499.0,2.9853,74700.0,INLAND --119.85,36.77,9.0,1142.0,314.0,620.0,283.0,2.0446,81300.0,INLAND --119.85,36.77,27.0,1510.0,344.0,847.0,295.0,2.9315,83200.0,INLAND --119.85,36.76,10.0,2067.0,450.0,845.0,354.0,1.8214,80100.0,INLAND --119.85,36.75,24.0,1143.0,245.0,608.0,240.0,2.8194,81100.0,INLAND --119.87,36.76,34.0,1649.0,323.0,919.0,316.0,2.875,74500.0,INLAND --119.9,36.79,22.0,1970.0,332.0,1066.0,319.0,3.3125,106100.0,INLAND --119.89,36.76,17.0,1987.0,335.0,1152.0,313.0,4.1719,126400.0,INLAND --119.92,36.77,18.0,1422.0,243.0,702.0,230.0,3.6204,119800.0,INLAND --120.08,36.79,38.0,1446.0,285.0,928.0,255.0,2.9808,89600.0,INLAND --120.21,36.77,20.0,1745.0,348.0,1093.0,302.0,2.3194,90600.0,INLAND --120.1,36.66,19.0,2020.0,416.0,1341.0,360.0,1.7,69000.0,INLAND --119.98,36.74,26.0,1453.0,251.0,896.0,260.0,3.4861,112500.0,INLAND --120.0,36.7,33.0,1902.0,370.0,1168.0,358.0,2.6852,70800.0,INLAND --120.04,36.74,14.0,3182.0,730.0,2298.0,721.0,1.6168,71800.0,INLAND --120.05,36.72,24.0,1961.0,422.0,1559.0,374.0,1.8299,57800.0,INLAND --120.08,36.72,22.0,1339.0,251.0,820.0,276.0,3.6,83200.0,INLAND --120.06,36.72,32.0,981.0,237.0,736.0,249.0,1.8,60400.0,INLAND --120.07,36.74,19.0,2627.0,502.0,1295.0,441.0,3.087,88200.0,INLAND --119.95,36.8,30.0,1233.0,214.0,620.0,199.0,3.4297,112500.0,INLAND --119.99,36.8,45.0,1270.0,242.0,598.0,214.0,3.2813,105400.0,INLAND --120.02,36.8,25.0,1270.0,255.0,1050.0,245.0,2.1618,55300.0,INLAND --120.04,36.79,48.0,1341.0,239.0,671.0,208.0,2.7917,82800.0,INLAND --119.91,36.83,29.0,2205.0,366.0,1072.0,345.0,3.8056,165400.0,INLAND --119.88,36.81,30.0,2288.0,474.0,1435.0,425.0,1.3221,61200.0,INLAND --119.88,36.85,8.0,2580.0,372.0,1111.0,393.0,7.5,256200.0,INLAND --119.87,36.83,4.0,4833.0,784.0,2088.0,789.0,5.1781,122500.0,INLAND --119.85,36.83,15.0,2563.0,335.0,1080.0,356.0,6.7181,160300.0,INLAND --119.85,36.83,11.0,2497.0,427.0,1101.0,405.0,4.8036,141600.0,INLAND --119.86,36.82,12.0,1488.0,253.0,675.0,223.0,4.7622,89300.0,INLAND --119.85,36.82,9.0,3995.0,778.0,1691.0,712.0,3.3239,91300.0,INLAND --119.85,36.82,15.0,1387.0,236.0,638.0,195.0,5.5842,88900.0,INLAND --119.85,36.82,16.0,1852.0,274.0,887.0,286.0,5.5405,119300.0,INLAND --119.88,36.83,2.0,4055.0,735.0,1730.0,654.0,4.2132,96500.0,INLAND --119.86,36.81,4.0,4530.0,1070.0,1804.0,837.0,3.3942,72100.0,INLAND --119.87,36.81,6.0,1891.0,341.0,969.0,330.0,4.6726,107800.0,INLAND --119.85,36.81,15.0,1743.0,310.0,1011.0,325.0,3.755,68000.0,INLAND --119.85,36.8,14.0,1876.0,324.0,1031.0,311.0,3.6563,88800.0,INLAND --119.85,36.8,14.0,4177.0,914.0,2300.0,867.0,2.9565,73000.0,INLAND --119.86,36.8,18.0,2536.0,516.0,1196.0,466.0,2.5595,67900.0,INLAND --119.84,36.85,8.0,3791.0,487.0,1424.0,475.0,10.5144,345900.0,INLAND --119.85,36.84,12.0,2272.0,304.0,840.0,305.0,8.9669,213900.0,INLAND --119.84,36.84,12.0,2396.0,290.0,863.0,258.0,8.7716,229200.0,INLAND --119.84,36.83,17.0,2273.0,298.0,700.0,263.0,6.8645,195900.0,INLAND --119.83,36.83,14.0,2351.0,341.0,1128.0,363.0,6.9903,141200.0,INLAND --119.82,36.83,14.0,2982.0,412.0,1408.0,423.0,5.3241,123000.0,INLAND --119.84,36.83,17.0,3012.0,408.0,987.0,362.0,7.4201,229700.0,INLAND --119.82,36.83,16.0,2868.0,376.0,1016.0,379.0,6.1175,144700.0,INLAND --119.84,36.82,17.0,2807.0,376.0,996.0,353.0,5.5357,167700.0,INLAND --119.83,36.82,14.0,1087.0,165.0,365.0,176.0,7.2909,155600.0,INLAND --119.82,36.82,28.0,2268.0,336.0,752.0,330.0,5.2809,151500.0,INLAND --119.82,36.81,25.0,3305.0,551.0,1149.0,500.0,5.0698,150900.0,INLAND --119.84,36.81,18.0,2789.0,378.0,937.0,364.0,7.7062,188300.0,INLAND --119.78,36.86,10.0,2902.0,363.0,1200.0,363.0,8.3608,187300.0,INLAND --119.77,36.86,7.0,4139.0,544.0,1843.0,562.0,8.2737,193500.0,INLAND --119.77,36.85,8.0,1519.0,234.0,711.0,248.0,5.9897,123600.0,INLAND --119.77,36.84,15.0,1924.0,262.0,848.0,277.0,5.3886,125300.0,INLAND --119.77,36.84,15.0,2058.0,412.0,891.0,378.0,3.2569,124400.0,INLAND --119.78,36.84,7.0,4907.0,1075.0,2014.0,909.0,3.2147,111900.0,INLAND --119.78,36.85,12.0,782.0,166.0,292.0,164.0,2.8274,79500.0,INLAND --119.78,36.86,8.0,3468.0,675.0,1604.0,626.0,4.2071,128300.0,INLAND --119.79,36.85,11.0,2596.0,619.0,1765.0,539.0,1.9511,54000.0,INLAND --119.79,36.84,22.0,1529.0,375.0,1543.0,395.0,1.7926,51700.0,INLAND --119.8,36.86,7.0,6434.0,1201.0,2733.0,1045.0,3.7656,145000.0,INLAND --119.81,36.85,17.0,2340.0,370.0,1174.0,396.0,4.2304,94400.0,INLAND --119.82,36.84,7.0,2289.0,342.0,1077.0,354.0,5.4868,158800.0,INLAND --119.82,36.84,9.0,2340.0,544.0,860.0,520.0,3.3229,119300.0,INLAND --119.81,36.83,19.0,6789.0,1200.0,2325.0,1109.0,4.049,126000.0,INLAND --119.81,36.83,10.0,5780.0,922.0,2712.0,883.0,5.6445,135500.0,INLAND --119.78,36.83,11.0,2754.0,663.0,1328.0,604.0,2.3667,69300.0,INLAND --119.79,36.82,25.0,2330.0,462.0,1215.0,467.0,3.2143,93000.0,INLAND --119.8,36.83,17.0,1560.0,261.0,709.0,258.0,4.3315,95800.0,INLAND --119.79,36.83,15.0,3356.0,694.0,1232.0,627.0,2.2215,72200.0,INLAND --119.79,36.82,23.0,4358.0,819.0,1852.0,802.0,3.4167,105200.0,INLAND --119.78,36.82,22.0,4241.0,1147.0,1929.0,971.0,1.7708,53500.0,INLAND --119.8,36.82,24.0,5377.0,1005.0,2010.0,982.0,3.4542,121200.0,INLAND --119.81,36.81,33.0,3972.0,594.0,1324.0,561.0,5.4513,143300.0,INLAND --119.8,36.8,43.0,1951.0,288.0,725.0,308.0,6.3359,169300.0,INLAND --119.81,36.8,38.0,2252.0,325.0,777.0,314.0,6.1575,160100.0,INLAND --119.83,36.8,24.0,3756.0,681.0,1586.0,739.0,3.8571,90100.0,INLAND --119.82,36.8,33.0,1670.0,256.0,528.0,250.0,2.9471,99500.0,INLAND --119.81,36.8,29.0,2806.0,552.0,1242.0,540.0,3.5958,88800.0,INLAND --119.83,36.8,16.0,6101.0,1200.0,3407.0,1134.0,3.125,80800.0,INLAND --119.84,36.8,16.0,2849.0,506.0,1508.0,478.0,3.4074,72700.0,INLAND --119.84,36.8,19.0,3244.0,776.0,1463.0,710.0,2.0469,66900.0,INLAND --119.83,36.79,35.0,1872.0,363.0,1054.0,369.0,3.3272,65600.0,INLAND --119.83,36.78,35.0,1789.0,357.0,933.0,357.0,2.5223,66200.0,INLAND --119.84,36.78,24.0,3242.0,795.0,2764.0,773.0,1.3385,58800.0,INLAND --119.84,36.79,21.0,3235.0,648.0,1820.0,614.0,3.3447,71400.0,INLAND --119.83,36.79,24.0,3505.0,819.0,2098.0,774.0,1.9575,67000.0,INLAND --119.81,36.78,35.0,1012.0,245.0,633.0,240.0,2.0324,55500.0,INLAND --119.81,36.78,36.0,1650.0,313.0,660.0,298.0,3.0,79700.0,INLAND --119.82,36.78,36.0,1582.0,313.0,761.0,318.0,2.6055,69200.0,INLAND --119.82,36.79,35.0,1474.0,291.0,709.0,294.0,2.6522,65900.0,INLAND --119.82,36.79,18.0,5822.0,1439.0,3415.0,1224.0,1.6854,64700.0,INLAND --119.81,36.79,35.0,2314.0,443.0,954.0,457.0,2.9506,73800.0,INLAND --119.79,36.79,33.0,3433.0,785.0,1806.0,783.0,1.9386,67500.0,INLAND --119.79,36.78,38.0,1912.0,456.0,1131.0,408.0,2.03,58800.0,INLAND --119.8,36.78,43.0,2382.0,431.0,874.0,380.0,3.5542,96500.0,INLAND --119.81,36.79,39.0,2471.0,460.0,1118.0,431.0,2.4167,71900.0,INLAND --119.8,36.79,45.0,1337.0,187.0,471.0,187.0,5.187,153800.0,INLAND --119.79,36.81,35.0,1877.0,328.0,1155.0,353.0,3.069,69600.0,INLAND --119.78,36.8,34.0,2200.0,493.0,1243.0,431.0,1.8514,66500.0,INLAND --119.79,36.8,27.0,2462.0,484.0,852.0,449.0,3.32,124700.0,INLAND --119.79,36.81,33.0,1461.0,261.0,494.0,254.0,4.25,132200.0,INLAND --119.77,36.79,34.0,2679.0,460.0,1141.0,470.0,3.2642,89600.0,INLAND --119.78,36.78,31.0,2164.0,456.0,959.0,463.0,2.3293,73400.0,INLAND --119.79,36.79,26.0,1700.0,423.0,909.0,386.0,2.256,64500.0,INLAND --119.79,36.79,19.0,1524.0,448.0,960.0,386.0,1.5122,47500.0,INLAND --119.78,36.79,33.0,2260.0,440.0,966.0,413.0,2.9301,68300.0,INLAND --119.76,36.79,26.0,3654.0,837.0,1976.0,830.0,2.1544,72800.0,INLAND --119.76,36.78,30.0,6117.0,1330.0,2768.0,1224.0,2.1383,78800.0,INLAND --119.77,36.79,27.0,2258.0,427.0,1076.0,423.0,2.9937,81100.0,INLAND --119.76,36.79,32.0,2463.0,468.0,1261.0,486.0,3.3281,75100.0,INLAND --119.74,36.79,28.0,2857.0,619.0,1614.0,592.0,2.1573,71400.0,INLAND --119.75,36.78,28.0,3257.0,752.0,1981.0,712.0,2.293,71700.0,INLAND --119.76,36.8,29.0,3494.0,662.0,1781.0,616.0,2.5893,70900.0,INLAND --119.77,36.8,32.0,3461.0,665.0,1507.0,649.0,2.9244,84600.0,INLAND --119.78,36.8,34.0,3426.0,623.0,1938.0,647.0,2.8994,66000.0,INLAND --119.76,36.8,20.0,6257.0,1346.0,2795.0,1267.0,2.2094,83700.0,INLAND --119.77,36.8,24.0,3748.0,770.0,1827.0,719.0,2.7222,83100.0,INLAND --119.74,36.8,18.0,10862.0,2401.0,5466.0,2209.0,2.4678,74300.0,INLAND --119.75,36.8,25.0,2718.0,504.0,1257.0,465.0,2.3333,90600.0,INLAND --119.75,36.8,30.0,3308.0,662.0,1894.0,648.0,2.197,74500.0,INLAND --119.76,36.81,19.0,4643.0,1429.0,4638.0,1335.0,1.2716,69400.0,INLAND --119.77,36.81,25.0,1565.0,271.0,661.0,275.0,3.4279,84700.0,INLAND --119.76,36.82,17.0,6932.0,1486.0,3056.0,1453.0,2.3375,99300.0,INLAND --119.77,36.81,28.0,1713.0,302.0,663.0,282.0,3.567,85500.0,INLAND --119.78,36.82,25.0,5016.0,,2133.0,928.0,3.625,89500.0,INLAND --119.78,36.83,18.0,4164.0,741.0,1817.0,681.0,4.2153,95200.0,INLAND --119.76,36.83,22.0,2803.0,438.0,1234.0,457.0,4.5179,99600.0,INLAND --119.76,36.83,20.0,3214.0,446.0,1360.0,463.0,5.2595,110900.0,INLAND --119.77,36.83,19.0,3237.0,507.0,1378.0,510.0,4.7804,101100.0,INLAND --119.77,36.83,16.0,2360.0,355.0,1034.0,359.0,5.0635,108500.0,INLAND --119.76,36.83,17.0,3690.0,628.0,1888.0,601.0,4.0196,84200.0,INLAND --119.75,36.83,15.0,2793.0,436.0,1411.0,441.0,4.9292,109400.0,INLAND --119.74,36.83,14.0,4675.0,829.0,2235.0,787.0,4.1098,108200.0,INLAND --119.77,36.91,3.0,7520.0,1143.0,2878.0,1077.0,5.3272,174200.0,INLAND --119.75,36.87,3.0,13802.0,2244.0,5226.0,1972.0,5.0941,143700.0,INLAND --119.74,36.85,3.0,10425.0,2121.0,4432.0,1778.0,3.9032,140800.0,INLAND --119.7,36.94,15.0,1449.0,277.0,649.0,265.0,2.4861,86300.0,INLAND --119.71,36.88,17.0,2236.0,315.0,992.0,312.0,6.9405,165200.0,INLAND --119.69,36.86,20.0,1676.0,263.0,786.0,240.0,4.0,164600.0,INLAND --119.69,36.85,20.0,2655.0,432.0,1081.0,379.0,4.5398,143100.0,INLAND --119.67,36.89,15.0,2373.0,364.0,1280.0,386.0,5.308,167500.0,INLAND --119.7,36.83,23.0,3532.0,756.0,1885.0,758.0,2.5904,71400.0,INLAND --119.7,36.82,25.0,2379.0,540.0,1482.0,484.0,2.3173,68200.0,INLAND --119.7,36.81,32.0,2623.0,528.0,1570.0,492.0,2.7159,68000.0,INLAND --119.71,36.83,5.0,1087.0,338.0,623.0,362.0,1.8061,113400.0,INLAND --119.71,36.83,15.0,2727.0,500.0,1228.0,436.0,3.5078,109000.0,INLAND --119.73,36.83,8.0,3602.0,,1959.0,580.0,5.3478,138800.0,INLAND --119.73,36.83,14.0,3348.0,491.0,1584.0,493.0,5.0828,111400.0,INLAND --119.71,36.82,12.0,2144.0,568.0,1320.0,566.0,2.3381,112500.0,INLAND --119.71,36.81,19.0,2282.0,550.0,1034.0,500.0,1.6618,69700.0,INLAND --119.71,36.81,19.0,1648.0,368.0,557.0,354.0,1.7969,72800.0,INLAND --119.72,36.81,28.0,1651.0,305.0,780.0,309.0,2.9453,72200.0,INLAND --119.73,36.81,19.0,1699.0,356.0,994.0,368.0,2.7778,79700.0,INLAND --119.72,36.82,16.0,2627.0,613.0,1054.0,623.0,1.9483,112500.0,INLAND --119.72,36.82,15.0,946.0,239.0,550.0,246.0,2.2639,52500.0,INLAND --119.69,36.83,7.0,2075.0,353.0,1040.0,362.0,3.9943,100200.0,INLAND --119.69,36.83,8.0,943.0,189.0,475.0,155.0,4.9327,89500.0,INLAND --119.69,36.83,32.0,1098.0,,726.0,224.0,1.4913,54600.0,INLAND --119.69,36.83,28.0,1868.0,350.0,898.0,329.0,3.1814,78900.0,INLAND --119.67,36.83,3.0,2029.0,336.0,1003.0,340.0,4.4356,111300.0,INLAND --119.67,36.83,4.0,2145.0,334.0,1024.0,308.0,5.0864,113700.0,INLAND --119.68,36.83,11.0,2455.0,344.0,1110.0,339.0,6.1133,120000.0,INLAND --119.67,36.82,2.0,2579.0,376.0,1133.0,342.0,4.5577,123300.0,INLAND --119.67,36.81,4.0,1262.0,216.0,622.0,199.0,4.9432,114400.0,INLAND --119.68,36.81,13.0,2589.0,413.0,1356.0,435.0,5.0253,106200.0,INLAND --119.69,36.82,17.0,1897.0,433.0,1207.0,384.0,1.8021,55900.0,INLAND --119.69,36.82,15.0,3303.0,512.0,1687.0,505.0,4.81,93600.0,INLAND --119.68,36.81,16.0,2668.0,454.0,1536.0,457.0,3.9792,88900.0,INLAND --119.69,36.81,13.0,1524.0,366.0,994.0,370.0,2.5446,93800.0,INLAND --119.69,36.81,15.0,2892.0,496.0,1634.0,501.0,4.4934,88000.0,INLAND --119.68,36.8,7.0,2855.0,518.0,1748.0,498.0,4.2066,88400.0,INLAND --119.69,36.8,31.0,2576.0,458.0,1306.0,418.0,3.2813,68700.0,INLAND --119.67,36.8,9.0,3712.0,508.0,1632.0,474.0,6.011,163100.0,INLAND --119.69,36.79,13.0,1736.0,313.0,993.0,314.0,3.7697,83600.0,INLAND --119.68,36.79,16.0,1551.0,,1010.0,292.0,3.5417,71300.0,INLAND --119.69,36.79,15.0,2524.0,451.0,1207.0,424.0,2.7404,76300.0,INLAND --119.69,36.77,22.0,2456.0,496.0,1720.0,417.0,2.6875,60600.0,INLAND --119.69,36.79,5.0,2613.0,476.0,1490.0,481.0,4.0993,83000.0,INLAND --119.68,36.77,21.0,1260.0,182.0,583.0,205.0,6.0132,150800.0,INLAND --119.64,36.85,15.0,2397.0,353.0,1258.0,347.0,4.9904,157300.0,INLAND --119.64,36.82,14.0,4872.0,656.0,2085.0,617.0,5.6739,173800.0,INLAND --119.63,36.79,19.0,1317.0,189.0,517.0,187.0,4.526,148700.0,INLAND --119.63,36.76,22.0,4126.0,614.0,1795.0,613.0,4.925,154700.0,INLAND --119.63,36.7,42.0,1338.0,215.0,617.0,222.0,3.0833,133300.0,INLAND --119.53,36.78,20.0,2822.0,479.0,1372.0,455.0,4.5625,136900.0,INLAND --119.58,36.83,13.0,6135.0,863.0,2473.0,774.0,5.4895,156700.0,INLAND --119.58,36.77,19.0,3225.0,548.0,1760.0,542.0,4.0227,126500.0,INLAND --119.59,36.72,18.0,1284.0,193.0,621.0,190.0,4.5375,130600.0,INLAND --119.5,36.74,20.0,1089.0,208.0,531.0,212.0,4.5938,106900.0,INLAND --119.57,36.72,11.0,2510.0,460.0,1248.0,445.0,3.6161,99500.0,INLAND --119.56,36.71,29.0,1963.0,392.0,1208.0,398.0,2.5741,73000.0,INLAND --119.56,36.71,37.0,1609.0,374.0,1173.0,344.0,2.181,59900.0,INLAND --119.57,36.71,10.0,1657.0,359.0,958.0,380.0,2.6458,84800.0,INLAND --119.57,36.7,34.0,1759.0,354.0,899.0,337.0,2.6823,72900.0,INLAND --119.56,36.7,40.0,1195.0,326.0,1135.0,315.0,2.1182,58900.0,INLAND --119.55,36.7,31.0,1671.0,372.0,1371.0,347.0,2.3687,63900.0,INLAND --119.57,36.7,30.0,2370.0,412.0,1248.0,410.0,3.1442,72300.0,INLAND --119.57,36.7,7.0,1761.0,309.0,974.0,308.0,3.7261,83900.0,INLAND --119.58,36.69,42.0,1032.0,215.0,812.0,225.0,1.9766,58100.0,INLAND --119.55,36.69,21.0,1551.0,423.0,1519.0,406.0,1.7132,55900.0,INLAND --119.54,36.7,20.0,1815.0,375.0,1665.0,357.0,2.2448,58900.0,INLAND --119.55,36.71,32.0,1963.0,508.0,2052.0,518.0,1.9076,55800.0,INLAND --119.55,36.72,6.0,1186.0,234.0,1135.0,218.0,2.1515,63900.0,INLAND --119.52,36.71,21.0,1834.0,321.0,1120.0,314.0,2.59,69300.0,INLAND --119.47,36.69,19.0,3351.0,589.0,1578.0,542.0,3.2917,160100.0,INLAND --119.41,36.68,18.0,1802.0,332.0,945.0,292.0,3.4044,115300.0,INLAND --119.43,36.63,25.0,1784.0,312.0,904.0,303.0,3.625,107600.0,INLAND --119.39,36.64,38.0,949.0,190.0,578.0,187.0,2.3618,80000.0,INLAND --119.4,36.59,37.0,1486.0,296.0,977.0,290.0,3.5074,93800.0,INLAND --119.49,37.1,24.0,2532.0,555.0,1564.0,507.0,2.3359,92400.0,INLAND --119.61,36.94,14.0,863.0,151.0,315.0,135.0,4.2679,151800.0,INLAND --119.57,37.02,16.0,4199.0,794.0,2140.0,722.0,3.332,111800.0,INLAND --119.48,37.0,16.0,2904.0,551.0,1467.0,509.0,3.1736,111800.0,INLAND --119.46,36.91,12.0,2980.0,495.0,1184.0,429.0,3.9141,123900.0,INLAND --119.33,36.89,15.0,1879.0,411.0,755.0,294.0,2.0,83300.0,INLAND --119.21,37.25,44.0,3042.0,697.0,335.0,115.0,4.1838,85600.0,INLAND --118.94,37.13,12.0,2255.0,472.0,1006.0,334.0,4.1563,94000.0,INLAND --119.4,37.09,22.0,2211.0,477.0,773.0,288.0,3.3269,102700.0,INLAND --119.34,37.12,23.0,1881.0,380.0,64.0,37.0,3.875,125000.0,INLAND --119.28,37.11,34.0,1901.0,394.0,171.0,73.0,3.0729,144600.0,INLAND --119.32,37.06,15.0,3111.0,651.0,276.0,107.0,5.1314,179200.0,INLAND --118.91,36.79,19.0,1616.0,324.0,187.0,80.0,3.7857,78600.0,INLAND --119.24,36.8,17.0,2052.0,405.0,975.0,340.0,2.6902,94400.0,INLAND --119.25,36.71,13.0,2813.0,579.0,1385.0,512.0,2.2202,100000.0,INLAND --119.12,36.69,13.0,3963.0,812.0,1905.0,671.0,2.2278,90500.0,INLAND --119.34,36.62,26.0,1922.0,339.0,1148.0,332.0,2.6058,92200.0,INLAND --119.31,36.63,26.0,1874.0,416.0,1834.0,432.0,1.6486,55200.0,INLAND --119.31,36.62,33.0,1485.0,374.0,1544.0,329.0,1.7292,52000.0,INLAND --119.32,36.62,15.0,1070.0,256.0,1070.0,243.0,1.5642,51500.0,INLAND --119.31,36.62,25.0,831.0,230.0,947.0,244.0,1.4481,51700.0,INLAND --119.43,36.61,19.0,1484.0,296.0,1296.0,298.0,2.4219,65800.0,INLAND --119.44,36.6,5.0,2353.0,608.0,2505.0,573.0,2.2863,69200.0,INLAND --119.44,36.6,34.0,864.0,184.0,579.0,171.0,2.0417,72500.0,INLAND --119.45,36.6,42.0,510.0,88.0,247.0,99.0,2.5,73000.0,INLAND --119.46,36.61,13.0,1348.0,258.0,719.0,246.0,3.625,108300.0,INLAND --119.45,36.61,24.0,1302.0,,693.0,243.0,3.7917,90500.0,INLAND --119.44,36.61,17.0,1531.0,280.0,775.0,246.0,3.9073,91600.0,INLAND --119.43,36.59,15.0,1371.0,306.0,1266.0,309.0,1.767,63300.0,INLAND --119.44,36.59,32.0,1153.0,236.0,761.0,241.0,2.825,67600.0,INLAND --119.45,36.6,36.0,2294.0,489.0,1430.0,454.0,1.8975,60900.0,INLAND --119.44,36.59,28.0,1343.0,330.0,1331.0,305.0,1.516,56700.0,INLAND --119.46,36.6,18.0,1404.0,226.0,754.0,229.0,3.9844,118100.0,INLAND --119.45,36.59,41.0,1749.0,342.0,1171.0,314.0,1.6875,66100.0,INLAND --119.44,36.58,37.0,1054.0,,879.0,257.0,2.5234,63500.0,INLAND --119.45,36.58,18.0,1425.0,280.0,753.0,266.0,3.7813,87300.0,INLAND --119.45,36.59,28.0,1274.0,215.0,572.0,202.0,3.825,84200.0,INLAND --119.55,36.6,18.0,2379.0,448.0,1638.0,436.0,2.309,57100.0,INLAND --119.54,36.61,20.0,1490.0,318.0,1474.0,326.0,1.4937,54700.0,INLAND --119.55,36.61,14.0,3004.0,793.0,3535.0,735.0,1.586,56900.0,INLAND --119.5,36.62,34.0,1440.0,267.0,1018.0,265.0,2.2206,63400.0,INLAND --119.49,36.58,21.0,2106.0,410.0,867.0,380.0,1.9913,95300.0,INLAND --119.52,36.61,33.0,1225.0,275.0,1065.0,248.0,1.8958,55100.0,INLAND --119.53,36.61,33.0,587.0,170.0,730.0,162.0,1.5625,55800.0,INLAND --119.6,36.66,27.0,1388.0,296.0,1056.0,284.0,1.6094,55200.0,INLAND --119.59,36.64,27.0,823.0,171.0,798.0,200.0,3.0521,113800.0,INLAND --119.53,36.65,43.0,1676.0,320.0,1056.0,276.0,2.5562,93200.0,INLAND --119.63,36.6,33.0,1589.0,294.0,1102.0,307.0,1.9676,62400.0,INLAND --119.62,36.58,13.0,1788.0,405.0,1652.0,411.0,2.6858,62400.0,INLAND --119.59,36.57,19.0,1733.0,303.0,911.0,281.0,3.5987,131700.0,INLAND --119.6,36.58,28.0,1452.0,300.0,919.0,308.0,2.8287,73100.0,INLAND --119.61,36.58,29.0,1312.0,280.0,788.0,271.0,2.6974,73000.0,INLAND --119.62,36.59,17.0,2287.0,390.0,1330.0,393.0,4.0197,88000.0,INLAND --119.61,36.59,10.0,2842.0,620.0,1443.0,576.0,2.2727,92700.0,INLAND --119.6,36.57,42.0,2311.0,439.0,1347.0,436.0,2.5556,69700.0,INLAND --119.6,36.57,33.0,1923.0,403.0,1205.0,389.0,1.8333,68300.0,INLAND --119.61,36.57,42.0,2242.0,521.0,1359.0,483.0,1.5833,65100.0,INLAND --119.63,36.58,22.0,1794.0,435.0,1127.0,359.0,1.2647,55300.0,INLAND --119.6,36.56,36.0,738.0,168.0,737.0,186.0,1.4415,54400.0,INLAND --119.64,36.56,34.0,576.0,117.0,363.0,97.0,2.0658,92500.0,INLAND --119.61,36.56,34.0,1911.0,497.0,1886.0,481.0,1.625,53000.0,INLAND --119.62,36.56,30.0,1722.0,372.0,1467.0,403.0,1.8878,51600.0,INLAND --119.53,36.55,34.0,2065.0,343.0,1041.0,313.0,3.2917,111500.0,INLAND --119.54,36.52,16.0,2703.0,415.0,1106.0,372.0,4.2045,120900.0,INLAND --119.55,36.51,46.0,1889.0,390.0,971.0,403.0,2.2132,76600.0,INLAND --119.56,36.51,37.0,1018.0,213.0,663.0,204.0,1.6635,67000.0,INLAND --119.56,36.51,9.0,3860.0,809.0,2157.0,770.0,2.5033,70100.0,INLAND --119.55,36.52,31.0,1986.0,417.0,1042.0,422.0,3.0294,70200.0,INLAND --119.56,36.53,19.0,2746.0,495.0,1670.0,518.0,3.2019,95700.0,INLAND --119.73,36.56,32.0,1513.0,272.0,1038.0,272.0,3.0469,82700.0,INLAND --119.67,36.57,32.0,1604.0,292.0,868.0,276.0,2.1908,110000.0,INLAND --119.65,36.51,30.0,1671.0,319.0,966.0,282.0,3.1333,100000.0,INLAND --119.59,36.52,35.0,990.0,192.0,674.0,178.0,3.3214,101600.0,INLAND --119.73,36.52,20.0,1741.0,331.0,1466.0,289.0,2.5921,94200.0,INLAND --119.77,36.44,26.0,1727.0,289.0,802.0,259.0,3.2083,75000.0,INLAND --119.69,36.46,29.0,1702.0,301.0,914.0,280.0,2.8125,79200.0,INLAND --119.69,36.43,29.0,1799.0,356.0,1278.0,387.0,1.7813,57900.0,INLAND --119.87,36.54,34.0,1370.0,287.0,818.0,269.0,2.4044,72500.0,INLAND --119.79,36.55,32.0,1393.0,276.0,999.0,245.0,2.0216,76800.0,INLAND --119.81,36.51,31.0,1241.0,254.0,767.0,226.0,2.7321,83600.0,INLAND --119.84,36.54,19.0,1310.0,241.0,702.0,217.0,2.4375,78200.0,INLAND --119.83,36.54,31.0,1732.0,332.0,979.0,294.0,2.5208,60000.0,INLAND --119.89,36.64,34.0,1422.0,237.0,716.0,222.0,2.975,90000.0,INLAND --119.97,36.57,17.0,1497.0,308.0,1425.0,247.0,2.0313,69400.0,INLAND --119.9,36.58,20.0,1935.0,363.0,1319.0,359.0,2.4814,74600.0,INLAND --119.81,36.6,24.0,2246.0,462.0,1291.0,394.0,2.4006,76400.0,INLAND --119.86,36.45,19.0,2439.0,462.0,1416.0,469.0,2.4474,75600.0,INLAND --119.86,36.43,34.0,1175.0,251.0,683.0,261.0,1.7176,58400.0,INLAND --119.85,36.43,23.0,1824.0,354.0,1146.0,362.0,2.8913,60900.0,INLAND --119.97,36.44,18.0,1128.0,237.0,772.0,220.0,2.1771,39200.0,INLAND --120.08,36.34,18.0,1524.0,414.0,2030.0,356.0,2.1153,112500.0,INLAND --120.1,36.16,17.0,598.0,160.0,715.0,146.0,2.3295,55000.0,INLAND --120.1,36.21,12.0,1462.0,356.0,1708.0,367.0,1.5086,64700.0,INLAND --120.09,36.19,12.0,1923.0,559.0,2809.0,535.0,1.4191,55100.0,INLAND --120.27,36.29,11.0,1337.0,412.0,1376.0,318.0,2.4398,87500.0,INLAND --120.43,36.18,29.0,579.0,116.0,218.0,99.0,2.1458,104200.0,INLAND --120.37,36.16,36.0,613.0,124.0,310.0,124.0,3.0658,65000.0,INLAND --120.36,36.14,18.0,1206.0,274.0,622.0,217.0,1.8264,62000.0,INLAND --120.38,36.15,17.0,2279.0,448.0,1200.0,420.0,2.7461,70000.0,INLAND --120.37,36.13,10.0,2522.0,533.0,1335.0,493.0,3.2639,86400.0,INLAND --120.37,36.15,34.0,2084.0,339.0,868.0,347.0,4.381,86300.0,INLAND --120.35,36.16,18.0,1519.0,296.0,846.0,272.0,2.7792,85300.0,INLAND --120.35,36.14,9.0,2671.0,647.0,1484.0,541.0,1.7075,60400.0,INLAND --120.36,36.13,29.0,1938.0,434.0,1306.0,415.0,3.0134,55500.0,INLAND --120.31,36.65,24.0,943.0,209.0,514.0,156.0,2.25,76600.0,INLAND --120.25,36.65,31.0,1177.0,221.0,744.0,223.0,2.4937,66000.0,INLAND --120.18,36.59,25.0,948.0,198.0,613.0,171.0,2.3026,90600.0,INLAND --120.19,36.61,29.0,1479.0,338.0,1408.0,322.0,2.293,57200.0,INLAND --120.19,36.6,25.0,875.0,214.0,931.0,214.0,1.5536,58300.0,INLAND --120.22,36.49,14.0,1508.0,347.0,1679.0,345.0,2.4786,56000.0,INLAND --120.41,36.77,24.0,1335.0,312.0,1180.0,267.0,1.947,68900.0,INLAND --120.67,36.72,18.0,819.0,198.0,996.0,198.0,2.5,112500.0,INLAND --120.51,36.55,20.0,1193.0,263.0,1274.0,241.0,1.9417,38800.0,INLAND --120.39,36.78,11.0,1947.0,488.0,2104.0,486.0,1.7184,55200.0,INLAND --120.38,36.75,25.0,1689.0,495.0,1745.0,457.0,1.9056,60000.0,INLAND --120.38,36.76,25.0,991.0,272.0,941.0,262.0,1.8125,58000.0,INLAND --120.38,36.76,12.0,932.0,244.0,1043.0,243.0,1.4038,54300.0,INLAND --120.46,36.87,20.0,1287.0,310.0,954.0,269.0,1.3386,63000.0,INLAND --120.45,36.86,34.0,673.0,173.0,539.0,182.0,2.3523,66000.0,INLAND --120.44,36.84,29.0,1563.0,293.0,883.0,288.0,2.8182,90500.0,INLAND --120.45,36.85,20.0,1519.0,376.0,1681.0,370.0,2.1759,58100.0,INLAND --120.51,36.86,21.0,1779.0,399.0,1446.0,371.0,2.4414,71900.0,INLAND --120.55,36.97,42.0,1766.0,344.0,1084.0,323.0,2.3295,74400.0,INLAND --120.69,36.84,18.0,902.0,195.0,771.0,174.0,2.2083,55000.0,INLAND --119.55,36.51,46.0,55.0,11.0,26.0,5.0,4.125,67500.0,INLAND --119.54,36.51,36.0,49.0,7.0,28.0,2.0,4.625,162500.0,INLAND --122.2,39.75,18.0,2603.0,576.0,1616.0,588.0,2.0192,63700.0,INLAND --122.18,39.75,30.0,4157.0,834.0,1885.0,774.0,1.6948,67500.0,INLAND --122.16,39.74,20.0,707.0,126.0,337.0,125.0,3.0469,85000.0,INLAND --122.19,39.74,39.0,4179.0,814.0,2111.0,809.0,2.3507,65600.0,INLAND --122.25,39.79,16.0,2127.0,412.0,1104.0,369.0,3.0469,72200.0,INLAND --122.16,39.78,32.0,1288.0,221.0,562.0,203.0,2.325,69600.0,INLAND --122.13,39.74,20.0,1401.0,280.0,668.0,250.0,2.2569,94300.0,INLAND --122.18,39.7,23.0,1658.0,307.0,836.0,297.0,3.35,85400.0,INLAND --122.23,39.75,16.0,2026.0,396.0,1031.0,382.0,1.9375,73100.0,INLAND --122.74,39.71,16.0,255.0,73.0,85.0,38.0,1.6607,14999.0,INLAND --122.38,39.68,21.0,1155.0,210.0,510.0,175.0,2.3851,67500.0,INLAND --122.14,39.65,33.0,419.0,77.0,190.0,67.0,3.6429,87500.0,INLAND --122.18,39.55,28.0,1471.0,259.0,673.0,246.0,3.25,81600.0,INLAND --122.53,39.5,25.0,1231.0,240.0,658.0,211.0,2.4861,71900.0,INLAND --122.19,39.53,34.0,2679.0,533.0,1287.0,505.0,2.165,58700.0,INLAND --122.2,39.53,22.0,3265.0,658.0,1647.0,594.0,2.3566,71000.0,INLAND --122.23,39.53,8.0,1268.0,336.0,1237.0,326.0,1.3708,125000.0,INLAND --122.22,39.51,17.0,1201.0,268.0,555.0,277.0,2.1,66900.0,INLAND --122.2,39.52,39.0,2551.0,482.0,1181.0,437.0,2.0625,63400.0,INLAND --122.2,39.51,37.0,2358.0,413.0,1060.0,424.0,2.8333,69700.0,INLAND --122.19,39.5,23.0,462.0,97.0,261.0,90.0,2.1705,53000.0,INLAND --122.04,39.72,23.0,2502.0,481.0,1443.0,455.0,2.5625,70000.0,INLAND --122.05,39.6,34.0,2051.0,342.0,958.0,322.0,2.8466,95300.0,INLAND --122.1,39.47,43.0,1320.0,215.0,512.0,197.0,2.4917,77100.0,INLAND --121.94,39.45,39.0,844.0,161.0,535.0,165.0,1.832,70500.0,INLAND --122.01,39.74,20.0,2332.0,518.0,1856.0,495.0,2.1746,58700.0,INLAND --124.17,40.8,52.0,661.0,316.0,392.0,244.0,0.957,60000.0,NEAR OCEAN --124.16,40.8,52.0,2416.0,618.0,1150.0,571.0,1.7308,80500.0,NEAR OCEAN --124.16,40.79,52.0,1264.0,277.0,591.0,284.0,1.7778,76900.0,NEAR OCEAN --124.17,40.8,52.0,1606.0,419.0,891.0,367.0,1.585,75500.0,NEAR OCEAN --124.17,40.8,52.0,1557.0,344.0,758.0,319.0,1.8529,62500.0,NEAR OCEAN --124.16,40.79,52.0,2148.0,421.0,975.0,430.0,2.2566,92700.0,NEAR OCEAN --124.16,40.78,50.0,2285.0,403.0,837.0,353.0,2.5417,85400.0,NEAR OCEAN --124.17,40.78,39.0,1606.0,330.0,731.0,327.0,1.6369,68300.0,NEAR OCEAN --124.19,40.78,37.0,1371.0,319.0,640.0,260.0,1.8242,70000.0,NEAR OCEAN --124.18,40.79,39.0,1836.0,352.0,883.0,337.0,1.745,70500.0,NEAR OCEAN --124.18,40.79,40.0,1398.0,311.0,788.0,279.0,1.4668,64600.0,NEAR OCEAN --124.17,40.79,43.0,2285.0,479.0,1169.0,482.0,1.9688,70500.0,NEAR OCEAN --124.16,40.78,43.0,2241.0,446.0,932.0,395.0,2.9038,82000.0,NEAR OCEAN --124.16,40.77,35.0,2141.0,438.0,1053.0,434.0,2.8529,85600.0,NEAR OCEAN --124.17,40.77,30.0,1895.0,366.0,990.0,359.0,2.2227,81300.0,NEAR OCEAN --124.18,40.78,37.0,1453.0,293.0,867.0,310.0,2.5536,70200.0,NEAR OCEAN --124.18,40.78,33.0,1076.0,222.0,656.0,236.0,2.5096,72200.0,NEAR OCEAN --124.18,40.78,34.0,1592.0,364.0,950.0,317.0,2.1607,67000.0,NEAR OCEAN --124.17,40.75,13.0,2171.0,339.0,951.0,353.0,4.8516,116100.0,NEAR OCEAN --124.17,40.76,26.0,1776.0,361.0,992.0,380.0,2.8056,82800.0,NEAR OCEAN --124.19,40.77,30.0,2975.0,634.0,1367.0,583.0,2.442,69000.0,NEAR OCEAN --124.15,40.81,50.0,340.0,74.0,235.0,83.0,1.75,67500.0,NEAR OCEAN --124.14,40.8,32.0,1373.0,312.0,872.0,306.0,2.5,72600.0,NEAR OCEAN --124.15,40.8,47.0,1486.0,335.0,765.0,329.0,1.755,74100.0,NEAR OCEAN --124.16,40.8,52.0,2167.0,480.0,908.0,451.0,1.6111,74700.0,NEAR OCEAN --124.16,40.8,52.0,1703.0,500.0,952.0,435.0,1.1386,74100.0,NEAR OCEAN --124.14,40.79,38.0,1552.0,290.0,873.0,291.0,2.4896,81000.0,NEAR OCEAN --124.15,40.78,41.0,2127.0,358.0,911.0,349.0,3.1711,104200.0,NEAR OCEAN --124.16,40.78,46.0,1975.0,346.0,791.0,349.0,3.8,81800.0,NEAR OCEAN --124.16,40.79,46.0,3042.0,597.0,1206.0,541.0,2.1135,90600.0,NEAR OCEAN --124.15,40.79,37.0,2692.0,488.0,1263.0,486.0,3.0216,86400.0,NEAR OCEAN --124.14,40.78,35.0,2426.0,423.0,982.0,432.0,3.4219,92800.0,NEAR OCEAN --124.14,40.77,27.0,3046.0,605.0,1407.0,571.0,2.9143,99600.0,NEAR OCEAN --124.15,40.76,24.0,2858.0,511.0,1388.0,512.0,3.375,100600.0,NEAR OCEAN --124.15,40.78,36.0,2112.0,374.0,829.0,368.0,3.3984,90000.0,NEAR OCEAN --124.11,40.81,23.0,959.0,212.0,425.0,175.0,2.5536,96100.0,NEAR OCEAN --124.13,40.78,34.0,2142.0,420.0,1056.0,382.0,2.1101,86900.0,NEAR OCEAN --124.13,40.8,31.0,2152.0,462.0,1259.0,420.0,2.2478,81100.0,NEAR OCEAN --124.13,40.79,29.0,2474.0,453.0,1130.0,427.0,2.8833,83000.0,NEAR OCEAN --124.13,40.79,32.0,2017.0,359.0,855.0,346.0,3.5833,92800.0,NEAR OCEAN --124.06,40.86,34.0,4183.0,,1891.0,669.0,3.2216,98100.0,NEAR OCEAN --124.05,40.85,31.0,2414.0,428.0,1005.0,401.0,3.5156,143000.0,NEAR OCEAN --124.02,40.8,22.0,2588.0,435.0,1198.0,442.0,3.9792,133900.0,<1H OCEAN --124.08,40.86,18.0,1287.0,484.0,805.0,502.0,1.1157,150000.0,NEAR OCEAN --124.09,40.86,25.0,1322.0,387.0,794.0,379.0,1.1742,75000.0,NEAR OCEAN --124.09,40.87,44.0,692.0,206.0,398.0,211.0,1.1576,87500.0,NEAR OCEAN --124.07,40.87,47.0,1765.0,326.0,796.0,333.0,2.2138,99200.0,NEAR OCEAN --124.08,40.87,29.0,1710.0,469.0,990.0,425.0,1.1479,101100.0,NEAR OCEAN --124.09,40.88,50.0,921.0,187.0,420.0,187.0,2.2188,105800.0,NEAR OCEAN --124.07,40.87,31.0,334.0,134.0,780.0,130.0,0.7684,153100.0,NEAR OCEAN --124.15,40.88,33.0,2235.0,506.0,1165.0,441.0,1.725,57500.0,NEAR OCEAN --124.1,40.88,35.0,2987.0,578.0,1581.0,585.0,2.0657,81100.0,NEAR OCEAN --124.09,40.88,31.0,1982.0,495.0,1052.0,467.0,1.5326,74100.0,NEAR OCEAN --124.09,40.88,26.0,2683.0,555.0,1353.0,526.0,2.4321,82100.0,NEAR OCEAN --124.1,40.9,18.0,4032.0,798.0,1948.0,775.0,2.7321,92600.0,NEAR OCEAN --124.23,40.81,52.0,1112.0,209.0,544.0,172.0,3.3462,50800.0,NEAR OCEAN --124.06,40.88,12.0,2087.0,424.0,1603.0,438.0,2.5667,139500.0,NEAR OCEAN --123.74,40.66,25.0,2395.0,431.0,983.0,375.0,3.0469,136000.0,<1H OCEAN --124.08,40.91,13.0,2522.0,719.0,1381.0,628.0,1.6667,78800.0,NEAR OCEAN --123.76,41.03,24.0,2386.0,565.0,1058.0,414.0,2.0644,79800.0,<1H OCEAN --123.85,41.32,31.0,938.0,238.0,425.0,157.0,1.0486,36700.0,<1H OCEAN --123.72,41.09,19.0,1970.0,431.0,1166.0,363.0,1.8208,50000.0,<1H OCEAN --123.63,41.11,19.0,1797.0,384.0,1033.0,327.0,1.4911,59200.0,<1H OCEAN --123.66,41.3,22.0,1580.0,372.0,686.0,264.0,1.8065,62700.0,<1H OCEAN --123.52,41.01,17.0,1564.0,345.0,517.0,222.0,2.1542,83800.0,INLAND --124.08,41.36,29.0,1029.0,239.0,509.0,196.0,2.0156,62800.0,NEAR OCEAN --124.06,41.13,22.0,3263.0,799.0,1384.0,578.0,2.4708,119400.0,NEAR OCEAN --124.14,41.06,32.0,1020.0,215.0,421.0,198.0,3.0208,143400.0,NEAR OCEAN --124.1,41.04,26.0,1633.0,380.0,890.0,370.0,1.9741,97900.0,NEAR OCEAN --124.01,40.97,21.0,1513.0,319.0,943.0,301.0,3.538,102700.0,<1H OCEAN --124.0,40.92,29.0,1429.0,,672.0,266.0,2.9485,98800.0,<1H OCEAN --124.01,40.89,28.0,1470.0,336.0,811.0,314.0,2.4559,75600.0,<1H OCEAN --123.98,40.88,41.0,1719.0,372.0,844.0,336.0,2.6923,84200.0,<1H OCEAN --123.88,40.93,28.0,1272.0,259.0,519.0,220.0,3.2891,106300.0,<1H OCEAN --124.16,41.02,23.0,1672.0,385.0,1060.0,390.0,2.1726,75500.0,NEAR OCEAN --124.08,40.99,18.0,3297.0,662.0,1554.0,578.0,2.6847,111300.0,NEAR OCEAN --124.16,40.95,20.0,1075.0,214.0,529.0,196.0,3.1406,96000.0,NEAR OCEAN --124.11,40.95,19.0,1734.0,365.0,866.0,342.0,2.96,81700.0,NEAR OCEAN --124.09,40.95,18.0,2250.0,484.0,1248.0,472.0,2.5893,99600.0,NEAR OCEAN --124.11,40.93,25.0,2392.0,474.0,1298.0,461.0,3.5076,73600.0,NEAR OCEAN --124.11,40.93,17.0,1661.0,329.0,948.0,357.0,2.7639,90200.0,NEAR OCEAN --124.08,40.94,18.0,1550.0,345.0,941.0,335.0,2.3147,70100.0,NEAR OCEAN --124.09,40.92,12.0,2497.0,491.0,1153.0,462.0,2.8182,126900.0,NEAR OCEAN --124.05,40.94,14.0,1452.0,217.0,516.0,181.0,5.0329,165600.0,NEAR OCEAN --124.1,40.95,17.0,1485.0,345.0,823.0,316.0,1.8993,78400.0,NEAR OCEAN --124.07,40.81,23.0,2103.0,411.0,1019.0,387.0,2.9911,119700.0,NEAR OCEAN --124.02,40.72,28.0,3513.0,634.0,1658.0,598.0,3.8095,119900.0,<1H OCEAN --124.1,40.73,33.0,644.0,129.0,334.0,121.0,3.9659,111800.0,NEAR OCEAN --124.17,40.74,17.0,2026.0,338.0,873.0,313.0,4.0357,128900.0,NEAR OCEAN --124.14,40.72,18.0,2581.0,499.0,1375.0,503.0,2.8446,100500.0,NEAR OCEAN --124.14,40.67,23.0,580.0,117.0,320.0,109.0,4.2054,130600.0,NEAR OCEAN --124.19,40.73,21.0,5694.0,1056.0,2907.0,972.0,3.5363,90100.0,NEAR OCEAN --124.21,40.75,32.0,1218.0,331.0,620.0,268.0,1.6528,58100.0,NEAR OCEAN --124.27,40.69,36.0,2349.0,528.0,1194.0,465.0,2.5179,79000.0,NEAR OCEAN --124.18,40.62,35.0,952.0,178.0,480.0,179.0,3.0536,107000.0,NEAR OCEAN --124.17,40.62,32.0,1595.0,309.0,706.0,277.0,2.8958,86400.0,NEAR OCEAN --124.13,40.62,43.0,2131.0,399.0,910.0,389.0,2.5804,92100.0,NEAR OCEAN --124.16,40.6,39.0,1322.0,283.0,642.0,292.0,2.4519,85100.0,NEAR OCEAN --124.15,40.59,39.0,1186.0,238.0,539.0,212.0,2.0938,79600.0,NEAR OCEAN --124.14,40.6,27.0,1148.0,206.0,521.0,219.0,4.025,128100.0,NEAR OCEAN --124.14,40.59,22.0,1665.0,405.0,826.0,382.0,1.5625,66800.0,NEAR OCEAN --124.14,40.59,17.0,2985.0,610.0,1544.0,584.0,2.178,76800.0,NEAR OCEAN --124.05,40.59,32.0,1878.0,340.0,937.0,353.0,3.4408,95200.0,<1H OCEAN --124.09,40.55,24.0,2978.0,553.0,1370.0,480.0,2.7644,97300.0,<1H OCEAN --123.96,40.57,31.0,1854.0,365.0,883.0,310.0,2.3167,92600.0,<1H OCEAN --123.73,40.48,25.0,2015.0,524.0,746.0,251.0,1.7153,77100.0,INLAND --124.14,40.58,25.0,1899.0,357.0,891.0,355.0,2.6987,92500.0,<1H OCEAN --124.14,40.57,29.0,2864.0,600.0,1314.0,562.0,2.1354,75100.0,<1H OCEAN --124.11,40.57,33.0,1348.0,234.0,573.0,236.0,2.4896,74100.0,<1H OCEAN --124.13,40.55,38.0,544.0,,240.0,91.0,3.25,94800.0,<1H OCEAN --124.1,40.5,30.0,1927.0,393.0,996.0,374.0,2.2357,72300.0,<1H OCEAN --124.1,40.5,42.0,2380.0,553.0,1300.0,504.0,1.7574,57500.0,<1H OCEAN --124.09,40.44,38.0,2220.0,426.0,1041.0,401.0,2.3947,70500.0,<1H OCEAN --124.1,40.47,52.0,1196.0,236.0,965.0,265.0,3.5345,55000.0,<1H OCEAN --124.03,40.45,34.0,1006.0,213.0,443.0,158.0,2.6094,71300.0,<1H OCEAN --124.26,40.58,52.0,2217.0,394.0,907.0,369.0,2.3571,111400.0,NEAR OCEAN --124.23,40.54,52.0,2694.0,453.0,1152.0,435.0,3.0806,106700.0,NEAR OCEAN --124.35,40.54,52.0,1820.0,300.0,806.0,270.0,3.0147,94600.0,NEAR OCEAN --124.25,40.28,32.0,1430.0,419.0,434.0,187.0,1.9417,76100.0,NEAR OCEAN --124.08,40.06,17.0,1319.0,267.0,393.0,163.0,2.625,135600.0,NEAR OCEAN --124.0,40.22,16.0,2088.0,535.0,816.0,326.0,1.319,70700.0,<1H OCEAN --123.84,40.28,28.0,2809.0,605.0,1093.0,438.0,2.0962,74000.0,<1H OCEAN --123.68,40.24,31.0,1852.0,452.0,917.0,359.0,1.725,54300.0,<1H OCEAN --123.82,40.16,19.0,2283.0,634.0,1184.0,453.0,1.2227,76800.0,<1H OCEAN --123.82,40.12,33.0,2985.0,591.0,1221.0,486.0,2.087,82400.0,<1H OCEAN --123.75,40.11,35.0,2052.0,477.0,900.0,402.0,1.9625,101500.0,<1H OCEAN --123.78,40.05,17.0,2019.0,496.0,899.0,347.0,2.1864,101900.0,<1H OCEAN --115.52,33.12,38.0,1327.0,262.0,784.0,231.0,1.8793,60800.0,INLAND --115.52,33.13,18.0,1109.0,283.0,1006.0,253.0,2.163,53400.0,INLAND --115.51,33.12,21.0,1024.0,218.0,890.0,232.0,2.101,46700.0,INLAND --115.46,33.19,33.0,1234.0,373.0,777.0,298.0,1.0,40000.0,INLAND --115.51,33.24,32.0,1995.0,523.0,1069.0,410.0,1.6552,43300.0,INLAND --115.6,33.2,37.0,709.0,187.0,390.0,142.0,2.4511,72500.0,INLAND --115.73,33.09,27.0,452.0,103.0,258.0,61.0,2.9,87500.0,INLAND --115.62,33.04,17.0,1009.0,231.0,745.0,217.0,2.0463,61200.0,INLAND --115.62,33.04,20.0,1121.0,244.0,766.0,230.0,2.2969,62000.0,INLAND --115.6,33.04,31.0,314.0,61.0,152.0,56.0,3.3472,91700.0,INLAND --115.41,32.99,29.0,1141.0,220.0,684.0,194.0,3.4038,107800.0,INLAND --115.59,32.96,17.0,841.0,146.0,473.0,154.0,3.1979,113500.0,INLAND --115.52,32.98,32.0,1615.0,382.0,1307.0,345.0,1.4583,58600.0,INLAND --115.52,32.98,21.0,1302.0,327.0,1244.0,316.0,2.2054,66400.0,INLAND --115.53,32.99,25.0,2578.0,634.0,2082.0,565.0,1.7159,62200.0,INLAND --115.51,32.99,20.0,1402.0,287.0,1104.0,317.0,1.9088,63700.0,INLAND --115.54,32.99,23.0,1459.0,373.0,1148.0,388.0,1.5372,69400.0,INLAND --115.54,32.98,27.0,1513.0,395.0,1121.0,381.0,1.9464,60600.0,INLAND --115.54,32.99,17.0,1697.0,268.0,911.0,254.0,4.3523,96000.0,INLAND --115.55,32.98,24.0,2565.0,530.0,1447.0,473.0,3.2593,80800.0,INLAND --115.54,32.97,41.0,2429.0,454.0,1188.0,430.0,3.0091,70800.0,INLAND --115.53,32.97,35.0,1583.0,340.0,933.0,318.0,2.4063,70700.0,INLAND --115.55,32.98,33.0,2266.0,365.0,952.0,360.0,5.4349,143000.0,INLAND --115.56,32.96,21.0,2164.0,480.0,1164.0,421.0,3.8177,107200.0,INLAND --115.53,32.97,34.0,2231.0,545.0,1568.0,510.0,1.5217,60300.0,INLAND --115.52,32.97,24.0,1617.0,366.0,1416.0,401.0,1.975,66400.0,INLAND --115.52,32.97,10.0,1879.0,387.0,1376.0,337.0,1.9911,67500.0,INLAND --115.32,32.82,34.0,591.0,139.0,327.0,89.0,3.6528,100000.0,INLAND --115.39,32.76,16.0,1136.0,196.0,481.0,185.0,6.2558,146300.0,INLAND --115.4,32.86,19.0,1087.0,171.0,649.0,173.0,3.3182,113800.0,INLAND --115.37,32.81,23.0,1458.0,294.0,866.0,275.0,2.3594,74300.0,INLAND --115.37,32.82,14.0,1276.0,270.0,867.0,261.0,1.9375,80900.0,INLAND --115.37,32.82,30.0,1602.0,322.0,1130.0,335.0,3.5735,71100.0,INLAND --115.38,32.82,38.0,1892.0,394.0,1175.0,374.0,1.9939,65800.0,INLAND --115.38,32.81,35.0,1263.0,262.0,950.0,241.0,1.8958,67500.0,INLAND --115.37,32.81,32.0,741.0,191.0,623.0,169.0,1.7604,68600.0,INLAND --115.57,32.85,33.0,1365.0,269.0,825.0,250.0,3.2396,62300.0,INLAND --115.57,32.85,17.0,1039.0,256.0,728.0,246.0,1.7411,63500.0,INLAND --115.57,32.84,29.0,1207.0,301.0,804.0,288.0,1.9531,61100.0,INLAND --115.57,32.83,31.0,1494.0,289.0,959.0,284.0,3.5282,67500.0,INLAND --115.59,32.85,20.0,1608.0,274.0,862.0,248.0,4.875,90800.0,INLAND --115.6,32.87,3.0,1629.0,317.0,1005.0,312.0,4.1293,83200.0,INLAND --115.49,32.87,19.0,541.0,104.0,457.0,106.0,3.3583,102800.0,INLAND --115.64,32.8,23.0,1228.0,235.0,569.0,235.0,3.1667,125000.0,INLAND --115.69,32.79,18.0,1564.0,340.0,1161.0,343.0,2.1792,55200.0,INLAND --115.73,32.8,44.0,472.0,81.0,206.0,57.0,2.2083,93800.0,INLAND --115.72,32.75,16.0,348.0,99.0,123.0,54.0,2.0938,87500.0,INLAND --115.64,32.75,19.0,377.0,69.0,198.0,55.0,1.625,112500.0,INLAND --115.58,32.81,5.0,805.0,143.0,458.0,143.0,4.475,96300.0,INLAND --115.55,32.82,34.0,1540.0,316.0,1013.0,274.0,2.5664,67500.0,INLAND --115.58,32.81,10.0,1088.0,203.0,533.0,201.0,3.6597,87500.0,INLAND --115.57,32.8,17.0,1492.0,426.0,1595.0,428.0,1.7188,69900.0,INLAND --115.57,32.8,16.0,1307.0,359.0,961.0,327.0,1.1853,72600.0,INLAND --115.57,32.8,16.0,2276.0,594.0,1184.0,513.0,1.875,93800.0,INLAND --115.48,32.8,21.0,1260.0,246.0,805.0,239.0,2.6172,88500.0,INLAND --115.52,32.77,18.0,1715.0,337.0,1166.0,333.0,2.2417,79200.0,INLAND --115.53,32.73,14.0,1527.0,325.0,1453.0,332.0,1.735,61200.0,INLAND --115.52,32.73,17.0,1190.0,275.0,1113.0,258.0,2.3571,63100.0,INLAND --115.5,32.75,13.0,330.0,72.0,822.0,64.0,3.4107,142500.0,INLAND --115.55,32.8,23.0,666.0,142.0,580.0,160.0,2.1136,61000.0,INLAND --115.55,32.79,22.0,565.0,162.0,692.0,141.0,1.2083,53600.0,INLAND --115.54,32.79,30.0,752.0,194.0,733.0,186.0,1.6607,56100.0,INLAND --115.54,32.79,23.0,1712.0,403.0,1370.0,377.0,1.275,60400.0,INLAND --115.55,32.79,23.0,1004.0,221.0,697.0,201.0,1.6351,59600.0,INLAND --115.57,32.8,33.0,1192.0,213.0,1066.0,211.0,4.5714,68600.0,INLAND --115.56,32.8,25.0,1311.0,375.0,1193.0,351.0,2.1979,63900.0,INLAND --115.56,32.8,28.0,1672.0,416.0,1335.0,397.0,1.5987,59400.0,INLAND --115.56,32.8,15.0,1171.0,328.0,1024.0,298.0,1.3882,69400.0,INLAND --115.56,32.79,18.0,1178.0,438.0,1377.0,429.0,1.3373,58300.0,INLAND --115.56,32.78,34.0,2856.0,555.0,1627.0,522.0,3.2083,76200.0,INLAND --115.56,32.79,20.0,2372.0,835.0,2283.0,767.0,1.1707,62500.0,INLAND --115.57,32.79,50.0,1291.0,277.0,864.0,274.0,1.6667,68100.0,INLAND --115.56,32.78,46.0,2511.0,490.0,1583.0,469.0,3.0603,70800.0,INLAND --115.56,32.78,35.0,1185.0,202.0,615.0,191.0,4.6154,86200.0,INLAND --115.57,32.78,25.0,2007.0,301.0,1135.0,332.0,5.128,99600.0,INLAND --115.56,32.78,29.0,1568.0,283.0,848.0,245.0,3.1597,76200.0,INLAND --115.55,32.78,5.0,2652.0,606.0,1767.0,536.0,2.8025,84300.0,INLAND --115.58,32.78,5.0,2494.0,414.0,1416.0,421.0,5.7843,110100.0,INLAND --115.59,32.79,8.0,2183.0,307.0,1000.0,287.0,6.3814,159900.0,INLAND --115.58,32.79,14.0,1687.0,507.0,762.0,451.0,1.6635,64400.0,INLAND --115.57,32.79,34.0,1152.0,208.0,621.0,208.0,3.6042,73600.0,INLAND --115.57,32.78,29.0,2321.0,367.0,1173.0,360.0,4.0375,86400.0,INLAND --115.57,32.78,20.0,1534.0,235.0,871.0,222.0,6.2715,97200.0,INLAND --115.57,32.78,15.0,1413.0,279.0,803.0,277.0,4.3021,87500.0,INLAND --115.56,32.76,15.0,1278.0,217.0,653.0,185.0,4.4821,140300.0,INLAND --115.59,32.69,30.0,935.0,177.0,649.0,148.0,2.5769,94400.0,INLAND --115.49,32.69,17.0,1960.0,389.0,1691.0,356.0,1.899,64000.0,INLAND --115.4,32.7,19.0,583.0,113.0,531.0,134.0,1.6838,95800.0,INLAND --115.49,32.67,25.0,2322.0,573.0,2185.0,602.0,1.375,70100.0,INLAND --115.49,32.67,24.0,1266.0,275.0,1083.0,298.0,1.4828,73100.0,INLAND --115.48,32.68,15.0,3414.0,666.0,2097.0,622.0,2.3319,91200.0,INLAND --115.5,32.68,18.0,3631.0,913.0,3565.0,924.0,1.5931,88400.0,INLAND --115.5,32.67,35.0,2159.0,492.0,1694.0,475.0,2.1776,75500.0,INLAND --115.49,32.67,29.0,1523.0,440.0,1302.0,393.0,1.1311,84700.0,INLAND --115.51,32.68,11.0,2872.0,610.0,2644.0,581.0,2.625,72700.0,INLAND --115.52,32.67,6.0,2804.0,581.0,2807.0,594.0,2.0625,67700.0,INLAND --116.05,33.33,17.0,290.0,94.0,135.0,57.0,1.7292,81300.0,INLAND --116.0,33.19,16.0,245.0,57.0,81.0,33.0,1.2639,51300.0,INLAND --115.88,32.93,15.0,208.0,49.0,51.0,20.0,4.0208,32500.0,INLAND --116.0,32.74,26.0,1134.0,280.0,329.0,158.0,1.4338,43900.0,INLAND --115.9,32.69,18.0,414.0,86.0,98.0,54.0,1.5417,57500.0,INLAND --116.01,33.41,20.0,1996.0,515.0,659.0,295.0,2.8684,62800.0,INLAND --115.99,33.4,15.0,1945.0,536.0,515.0,273.0,2.0109,54300.0,INLAND --115.94,33.38,5.0,186.0,43.0,41.0,21.0,2.7,58800.0,INLAND --115.98,33.32,8.0,240.0,46.0,63.0,24.0,1.4688,53800.0,INLAND --115.91,33.36,15.0,459.0,95.0,160.0,73.0,0.922,67500.0,INLAND --115.9,33.34,19.0,1210.0,248.0,329.0,155.0,1.7857,62800.0,INLAND --115.96,33.3,27.0,322.0,81.0,112.0,57.0,1.125,54400.0,INLAND --115.95,33.28,12.0,99.0,25.0,37.0,17.0,1.8958,53800.0,INLAND --115.8,33.26,2.0,96.0,18.0,30.0,16.0,5.3374,47500.0,INLAND --114.73,33.43,24.0,796.0,243.0,227.0,139.0,0.8964,59200.0,INLAND --114.98,33.07,18.0,1183.0,363.0,374.0,127.0,3.1607,57500.0,INLAND --115.73,33.36,19.0,749.0,238.0,476.0,169.0,1.7727,50000.0,INLAND --115.73,33.35,23.0,1586.0,448.0,338.0,182.0,1.2132,30000.0,INLAND --114.65,32.79,21.0,44.0,33.0,64.0,27.0,0.8571,25000.0,INLAND --114.55,32.8,19.0,2570.0,820.0,1431.0,608.0,1.275,56100.0,INLAND --114.63,32.76,15.0,1448.0,378.0,949.0,300.0,0.8585,45000.0,INLAND --114.66,32.74,17.0,1388.0,386.0,775.0,320.0,1.2049,44000.0,INLAND --118.18,37.35,16.0,3806.0,794.0,1501.0,714.0,2.1212,108300.0,INLAND --118.43,37.4,19.0,2460.0,405.0,1225.0,425.0,4.1576,141500.0,INLAND --118.6,37.39,19.0,2682.0,518.0,1134.0,399.0,3.2132,166000.0,INLAND --118.45,37.25,20.0,1468.0,283.0,721.0,270.0,3.0817,118800.0,INLAND --118.45,37.37,26.0,3135.0,524.0,1385.0,523.0,4.337,139700.0,INLAND --118.42,37.35,21.0,3302.0,557.0,1413.0,520.0,4.375,180400.0,INLAND --118.42,37.36,18.0,2281.0,520.0,1425.0,465.0,1.7388,54400.0,INLAND --118.4,37.36,34.0,2465.0,619.0,1172.0,575.0,1.9722,116100.0,INLAND --118.39,37.37,25.0,3295.0,824.0,1477.0,770.0,1.8325,105800.0,INLAND --118.39,37.36,38.0,1813.0,410.0,902.0,396.0,2.3261,98400.0,INLAND --118.3,37.17,22.0,3480.0,673.0,1541.0,636.0,2.75,94500.0,INLAND --117.9,36.95,19.0,99.0,26.0,51.0,22.0,1.7292,137500.0,INLAND --118.31,36.94,35.0,2563.0,530.0,861.0,371.0,2.325,80600.0,INLAND --118.05,36.64,34.0,2090.0,478.0,896.0,426.0,2.0357,74200.0,INLAND --118.18,36.63,23.0,2311.0,487.0,1019.0,384.0,2.2574,104700.0,INLAND --117.69,36.13,25.0,1709.0,439.0,632.0,292.0,1.7868,45500.0,INLAND --117.02,36.4,19.0,619.0,239.0,490.0,164.0,2.1,14999.0,INLAND --116.22,36.0,14.0,1372.0,386.0,436.0,213.0,1.1471,32900.0,INLAND --119.02,35.42,42.0,2271.0,458.0,1124.0,447.0,2.7583,64900.0,INLAND --119.03,35.42,45.0,1628.0,352.0,754.0,334.0,2.5703,62400.0,INLAND --119.03,35.42,38.0,2952.0,598.0,1491.0,568.0,2.6094,67900.0,INLAND --119.03,35.45,14.0,3520.0,604.0,1748.0,582.0,4.3162,87100.0,INLAND --119.05,35.44,5.0,2133.0,487.0,1182.0,438.0,3.0268,77000.0,INLAND --119.02,35.44,29.0,3415.0,631.0,1527.0,597.0,4.0125,84400.0,INLAND --119.02,35.43,39.0,2033.0,370.0,956.0,379.0,3.1736,70700.0,INLAND --119.02,35.42,40.0,1089.0,226.0,520.0,218.0,2.2727,67200.0,INLAND --119.02,35.42,36.0,2044.0,447.0,1021.0,374.0,1.8472,57400.0,INLAND --119.02,35.42,40.0,1912.0,439.0,1015.0,413.0,1.4598,52600.0,INLAND --119.03,35.42,42.0,1705.0,418.0,905.0,393.0,1.6286,54600.0,INLAND --119.03,35.41,41.0,1808.0,435.0,1005.0,373.0,1.7857,54300.0,INLAND --119.04,35.42,47.0,1691.0,402.0,913.0,358.0,1.8403,54700.0,INLAND --119.05,35.42,41.0,1992.0,421.0,1006.0,419.0,2.8393,57000.0,INLAND --119.05,35.42,35.0,2353.0,483.0,1368.0,455.0,2.325,63200.0,INLAND --119.02,35.41,21.0,2534.0,554.0,1297.0,517.0,2.0575,67000.0,INLAND --119.02,35.41,41.0,2221.0,516.0,1106.0,473.0,1.97,51900.0,INLAND --119.03,35.41,37.0,1761.0,443.0,911.0,365.0,2.0331,53200.0,INLAND --119.04,35.41,25.0,1577.0,310.0,844.0,309.0,3.0625,69400.0,INLAND --119.02,35.41,31.0,2348.0,701.0,1413.0,611.0,1.3222,51400.0,INLAND --119.03,35.4,35.0,2608.0,620.0,1566.0,583.0,2.1818,63500.0,INLAND --119.04,35.41,20.0,3268.0,833.0,1622.0,758.0,1.3587,67500.0,INLAND --119.08,35.42,10.0,4159.0,608.0,2089.0,591.0,5.5261,132000.0,INLAND --119.07,35.42,19.0,3889.0,832.0,1872.0,731.0,2.6812,107600.0,INLAND --119.09,35.41,12.0,3449.0,522.0,1754.0,551.0,5.6235,130600.0,INLAND --119.11,35.42,52.0,154.0,,37.0,16.0,10.0263,200000.0,INLAND --119.09,35.43,28.0,254.0,35.0,118.0,37.0,4.8571,237500.0,INLAND --119.05,35.4,18.0,1894.0,319.0,846.0,317.0,3.8611,126400.0,INLAND --119.08,35.39,10.0,6435.0,1040.0,3242.0,1030.0,5.575,132200.0,INLAND --119.01,35.4,11.0,8739.0,2190.0,4781.0,1919.0,1.7109,44600.0,INLAND --119.01,35.39,29.0,1820.0,459.0,1134.0,419.0,1.8289,59400.0,INLAND --119.01,35.38,36.0,790.0,224.0,426.0,208.0,1.4427,50600.0,INLAND --119.02,35.39,30.0,227.0,75.0,169.0,101.0,1.3527,60000.0,INLAND --118.99,35.4,43.0,2225.0,392.0,890.0,374.0,4.0208,90400.0,INLAND --118.99,35.4,48.0,1908.0,331.0,789.0,321.0,3.5714,84600.0,INLAND --119.0,35.4,44.0,2250.0,378.0,928.0,379.0,4.3906,93900.0,INLAND --119.0,35.39,42.0,2839.0,516.0,1203.0,487.0,3.7708,79400.0,INLAND --119.0,35.39,51.0,1373.0,284.0,648.0,300.0,2.8295,72100.0,INLAND --118.97,35.41,36.0,1896.0,315.0,937.0,303.0,3.996,85500.0,INLAND --118.97,35.4,34.0,1859.0,323.0,854.0,309.0,3.1906,76200.0,INLAND --118.98,35.4,34.0,813.0,171.0,440.0,170.0,2.8393,69800.0,INLAND --118.98,35.4,36.0,1443.0,273.0,680.0,259.0,2.9821,73100.0,INLAND --118.98,35.4,36.0,1864.0,331.0,1052.0,325.0,3.4205,76600.0,INLAND --118.98,35.41,36.0,1482.0,266.0,640.0,274.0,3.875,94500.0,INLAND --118.96,35.4,28.0,4667.0,875.0,2404.0,841.0,3.2325,89000.0,INLAND --118.96,35.41,29.0,3548.0,729.0,1542.0,659.0,2.947,87100.0,INLAND --118.95,35.4,23.0,4483.0,894.0,2136.0,883.0,3.6875,101700.0,INLAND --118.96,35.4,27.0,2473.0,400.0,1271.0,427.0,3.5524,89100.0,INLAND --118.96,35.39,23.0,5624.0,1148.0,2842.0,1042.0,3.1297,79000.0,INLAND --118.96,35.38,34.0,2047.0,347.0,888.0,352.0,3.6734,92900.0,INLAND --118.95,35.38,35.0,2220.0,388.0,906.0,373.0,3.5938,95200.0,INLAND --118.96,35.38,41.0,2417.0,435.0,973.0,406.0,3.0568,85600.0,INLAND --118.94,35.38,26.0,4800.0,831.0,2365.0,743.0,3.7533,87000.0,INLAND --118.95,35.38,30.0,2594.0,478.0,1419.0,480.0,3.725,83100.0,INLAND --118.92,35.38,33.0,3122.0,579.0,1733.0,545.0,3.8307,70600.0,INLAND --118.95,35.41,21.0,3999.0,727.0,1889.0,688.0,3.875,99500.0,INLAND --118.94,35.4,14.0,5548.0,941.0,2815.0,935.0,4.2214,104600.0,INLAND --118.94,35.39,27.0,3074.0,452.0,1223.0,452.0,5.4592,139100.0,INLAND --118.94,35.39,13.0,3137.0,417.0,1318.0,397.0,7.7751,194100.0,INLAND --118.9,35.41,6.0,4656.0,971.0,2320.0,935.0,3.0938,100800.0,INLAND --118.94,35.41,10.0,3216.0,526.0,1539.0,483.0,6.3639,143000.0,INLAND --118.91,35.4,10.0,3587.0,774.0,1398.0,763.0,2.569,113000.0,INLAND --118.87,35.37,14.0,2458.0,433.0,1352.0,411.0,3.5441,87000.0,INLAND --118.91,35.37,32.0,4121.0,755.0,2590.0,721.0,3.3462,67600.0,INLAND --118.88,35.34,20.0,1351.0,255.0,762.0,253.0,2.1111,105300.0,INLAND --118.92,35.37,17.0,3589.0,701.0,1746.0,640.0,2.4919,75700.0,INLAND --118.93,35.37,34.0,2412.0,446.0,1558.0,421.0,2.6903,62800.0,INLAND --118.94,35.37,33.0,3372.0,741.0,2352.0,704.0,2.0643,57600.0,INLAND --118.94,35.37,23.0,1106.0,252.0,790.0,230.0,1.8523,59700.0,INLAND --118.95,35.37,34.0,1672.0,359.0,1059.0,349.0,2.1588,61300.0,INLAND --118.94,35.37,37.0,1667.0,362.0,971.0,335.0,2.875,57400.0,INLAND --118.95,35.37,37.0,1475.0,327.0,946.0,295.0,1.6728,55400.0,INLAND --118.96,35.37,41.0,1463.0,339.0,1066.0,318.0,1.7467,52400.0,INLAND --118.96,35.37,40.0,1603.0,374.0,1026.0,337.0,1.365,54300.0,INLAND --118.97,35.39,38.0,2121.0,433.0,1547.0,441.0,2.774,59500.0,INLAND --118.97,35.38,32.0,1361.0,363.0,1483.0,297.0,1.625,46800.0,INLAND --118.98,35.38,39.0,1497.0,383.0,1182.0,355.0,1.0648,50000.0,INLAND --118.97,35.38,42.0,1185.0,358.0,1038.0,299.0,0.9951,48000.0,INLAND --118.97,35.37,41.0,2396.0,602.0,1781.0,543.0,1.8819,58000.0,INLAND --118.97,35.38,35.0,1673.0,426.0,1041.0,413.0,1.375,57500.0,INLAND --118.99,35.38,26.0,1317.0,374.0,1025.0,304.0,1.4024,51000.0,INLAND --118.99,35.38,30.0,1390.0,361.0,1116.0,298.0,1.3451,57500.0,INLAND --118.98,35.39,22.0,1812.0,457.0,1592.0,420.0,1.4146,49100.0,INLAND --118.98,35.38,24.0,1807.0,465.0,1460.0,410.0,1.4786,54800.0,INLAND --118.98,35.38,34.0,1020.0,247.0,795.0,228.0,1.625,50800.0,INLAND --118.98,35.38,28.0,1171.0,299.0,1193.0,273.0,0.8639,49400.0,INLAND --118.99,35.39,39.0,2228.0,542.0,1516.0,435.0,1.6009,48800.0,INLAND --118.99,35.39,36.0,1438.0,348.0,1054.0,341.0,1.8319,55400.0,INLAND --118.99,35.39,52.0,2805.0,573.0,1325.0,522.0,2.5083,70100.0,INLAND --118.98,35.39,29.0,607.0,177.0,476.0,143.0,1.1875,50700.0,INLAND --118.98,35.39,32.0,2620.0,682.0,2375.0,684.0,1.2618,46900.0,INLAND --119.0,35.37,41.0,303.0,78.0,216.0,80.0,2.2212,55500.0,INLAND --118.99,35.37,36.0,832.0,198.0,814.0,174.0,1.4773,57400.0,INLAND --118.99,35.37,38.0,918.0,220.0,743.0,222.0,1.7292,58100.0,INLAND --118.98,35.37,35.0,825.0,179.0,670.0,181.0,1.1638,57900.0,INLAND --118.97,35.37,52.0,425.0,119.0,380.0,97.0,1.4125,42500.0,INLAND --119.01,35.38,44.0,434.0,110.0,274.0,86.0,1.1944,57500.0,INLAND --119.01,35.38,52.0,114.0,26.0,158.0,26.0,1.075,67500.0,INLAND --119.01,35.37,35.0,120.0,35.0,477.0,41.0,1.9125,47500.0,INLAND --119.01,35.37,44.0,593.0,136.0,364.0,121.0,1.4779,66000.0,INLAND --119.02,35.38,52.0,90.0,35.0,36.0,31.0,0.8054,60000.0,INLAND --119.02,35.38,48.0,346.0,92.0,129.0,63.0,1.1875,63800.0,INLAND --119.02,35.39,52.0,191.0,52.0,106.0,49.0,2.0455,72500.0,INLAND --119.01,35.37,45.0,629.0,143.0,568.0,139.0,1.7321,84400.0,INLAND --119.03,35.38,38.0,2122.0,394.0,843.0,410.0,3.0,91800.0,INLAND --119.03,35.38,52.0,1695.0,290.0,540.0,260.0,2.7312,147100.0,INLAND --119.03,35.37,52.0,1503.0,367.0,554.0,277.0,1.6786,126600.0,INLAND --119.04,35.37,44.0,1618.0,310.0,667.0,300.0,2.875,82700.0,INLAND --119.03,35.39,28.0,4513.0,764.0,1593.0,763.0,2.9821,118700.0,INLAND --119.04,35.36,36.0,1942.0,414.0,1051.0,411.0,1.8362,66900.0,INLAND --119.05,35.36,30.0,4635.0,800.0,2307.0,754.0,3.6548,84700.0,INLAND --119.05,35.36,16.0,4507.0,1049.0,2261.0,959.0,3.3261,118400.0,INLAND --119.07,35.36,19.0,5254.0,894.0,2155.0,831.0,4.6705,110700.0,INLAND --119.08,35.36,12.0,6442.0,1116.0,2966.0,1092.0,4.5791,123400.0,INLAND --119.06,35.36,9.0,1228.0,234.0,409.0,212.0,4.3482,95200.0,INLAND --119.03,35.37,42.0,2508.0,483.0,1035.0,442.0,2.6513,72300.0,INLAND --119.03,35.36,41.0,1944.0,363.0,977.0,388.0,3.9097,81300.0,INLAND --119.04,35.36,40.0,1533.0,312.0,771.0,306.0,3.0435,69500.0,INLAND --119.04,35.37,46.0,1637.0,338.0,714.0,297.0,2.1818,75300.0,INLAND --119.02,35.37,44.0,2687.0,620.0,1521.0,549.0,1.7213,61600.0,INLAND --119.02,35.36,48.0,1833.0,396.0,947.0,363.0,2.2827,70000.0,INLAND --119.02,35.36,47.0,1631.0,340.0,847.0,315.0,2.5062,73700.0,INLAND --119.03,35.36,41.0,2551.0,594.0,1342.0,595.0,1.9671,76800.0,INLAND --119.01,35.37,38.0,1702.0,380.0,1191.0,366.0,1.8801,57800.0,INLAND --119.01,35.36,38.0,1838.0,388.0,1203.0,373.0,1.6797,60700.0,INLAND --119.01,35.36,36.0,2658.0,626.0,1490.0,529.0,1.2157,57000.0,INLAND --119.01,35.36,24.0,1941.0,484.0,1277.0,435.0,1.056,51600.0,INLAND --119.01,35.37,33.0,821.0,181.0,579.0,172.0,1.2469,46700.0,INLAND --119.0,35.36,40.0,850.0,227.0,764.0,186.0,0.9407,43600.0,INLAND --119.0,35.36,39.0,896.0,217.0,805.0,197.0,1.25,42500.0,INLAND --119.0,35.35,35.0,1164.0,277.0,992.0,284.0,1.4015,48700.0,INLAND --119.0,35.36,35.0,1021.0,280.0,1258.0,239.0,1.7375,48600.0,INLAND --118.98,35.37,36.0,1562.0,398.0,1223.0,329.0,0.9675,47100.0,INLAND --118.98,35.36,29.0,1244.0,266.0,933.0,227.0,1.6981,49400.0,INLAND --118.98,35.36,15.0,1482.0,338.0,1059.0,279.0,1.2617,42700.0,INLAND --118.99,35.36,18.0,1524.0,354.0,1210.0,344.0,1.1136,47800.0,INLAND --118.99,35.36,31.0,1498.0,359.0,1168.0,340.0,1.2232,49300.0,INLAND --118.94,35.36,19.0,2714.0,512.0,1823.0,500.0,3.1281,76200.0,INLAND --118.95,35.36,30.0,2294.0,508.0,1753.0,482.0,2.1078,54700.0,INLAND --118.96,35.37,32.0,1025.0,259.0,874.0,236.0,1.9612,53400.0,INLAND --118.96,35.36,35.0,2285.0,497.0,1738.0,480.0,2.4848,54000.0,INLAND --118.97,35.37,34.0,1379.0,333.0,1156.0,315.0,1.7197,48900.0,INLAND --118.97,35.36,31.0,1418.0,306.0,1219.0,312.0,1.5743,46700.0,INLAND --118.95,35.32,29.0,3480.0,608.0,2007.0,541.0,3.2738,78700.0,INLAND --118.98,35.35,21.0,496.0,131.0,511.0,124.0,1.7614,33200.0,INLAND --118.99,35.35,27.0,1615.0,355.0,1380.0,332.0,1.6632,49800.0,INLAND --118.99,35.33,36.0,1590.0,367.0,1311.0,390.0,1.6786,52900.0,INLAND --118.99,35.32,26.0,875.0,199.0,567.0,204.0,0.9288,36600.0,INLAND --119.0,35.35,31.0,2931.0,716.0,1969.0,588.0,2.2155,62100.0,INLAND --118.99,35.35,32.0,1293.0,317.0,1109.0,286.0,1.1786,45600.0,INLAND --119.01,35.35,34.0,1354.0,325.0,922.0,304.0,2.1875,58000.0,INLAND --119.01,35.34,44.0,1730.0,343.0,782.0,278.0,3.0208,63700.0,INLAND --119.02,35.35,42.0,1239.0,251.0,776.0,272.0,1.983,63300.0,INLAND --119.01,35.35,39.0,598.0,149.0,366.0,132.0,1.9125,57900.0,INLAND --119.02,35.35,38.0,1472.0,305.0,670.0,282.0,2.2407,76000.0,INLAND --119.02,35.34,38.0,1463.0,294.0,692.0,295.0,2.3125,65800.0,INLAND --119.03,35.34,36.0,3474.0,645.0,1679.0,616.0,2.7256,71900.0,INLAND --119.03,35.35,34.0,1441.0,294.0,695.0,275.0,2.6875,73700.0,INLAND --119.04,35.35,31.0,1607.0,336.0,817.0,307.0,2.5644,73000.0,INLAND --119.04,35.35,27.0,4590.0,897.0,2212.0,894.0,3.1753,85000.0,INLAND --119.06,35.35,20.0,9351.0,2139.0,4584.0,1953.0,2.575,69900.0,INLAND --119.05,35.34,14.0,3580.0,984.0,1933.0,912.0,2.6637,175000.0,INLAND --119.05,35.33,18.0,12707.0,2685.0,7009.0,2552.0,2.9438,87200.0,INLAND --119.05,35.34,17.0,2387.0,437.0,1204.0,423.0,4.0529,106200.0,INLAND --119.07,35.35,24.0,4119.0,865.0,1294.0,879.0,2.4123,86200.0,INLAND --119.07,35.34,16.0,4201.0,786.0,1667.0,724.0,4.8839,134100.0,INLAND --119.12,35.33,4.0,8574.0,1489.0,4250.0,1444.0,5.1036,103400.0,INLAND --119.1,35.35,5.0,4597.0,1071.0,1916.0,870.0,4.0327,131000.0,INLAND --119.08,35.34,18.0,4070.0,512.0,1580.0,540.0,10.5941,245800.0,INLAND --119.08,35.35,20.0,892.0,129.0,331.0,135.0,7.1837,176300.0,INLAND --119.09,35.35,14.0,2113.0,256.0,842.0,265.0,8.5325,224100.0,INLAND --119.08,35.34,16.0,1535.0,238.0,768.0,236.0,5.4449,118500.0,INLAND --119.08,35.34,15.0,1474.0,235.0,768.0,238.0,4.1528,130100.0,INLAND --119.1,35.33,4.0,6640.0,898.0,3121.0,902.0,6.759,170300.0,INLAND --119.08,35.32,8.0,11609.0,2141.0,5696.0,2100.0,5.0012,106300.0,INLAND --119.09,35.33,9.0,7085.0,1148.0,3084.0,1052.0,4.997,142900.0,INLAND --119.06,35.32,15.0,3944.0,746.0,2355.0,757.0,3.569,70700.0,INLAND --119.07,35.33,13.0,9027.0,1901.0,4870.0,1797.0,3.406,100700.0,INLAND --119.06,35.33,14.0,5264.0,1064.0,3278.0,1049.0,3.8117,82800.0,INLAND --119.02,35.34,34.0,2861.0,510.0,1375.0,486.0,3.4286,71400.0,INLAND --119.02,35.33,26.0,3691.0,826.0,2072.0,827.0,2.1553,84700.0,INLAND --119.03,35.33,21.0,3057.0,698.0,1627.0,680.0,2.7083,84700.0,INLAND --119.03,35.34,34.0,2221.0,436.0,1131.0,408.0,3.0486,68500.0,INLAND --119.01,35.34,36.0,973.0,219.0,613.0,187.0,1.5625,46700.0,INLAND --119.01,35.33,42.0,1120.0,255.0,677.0,213.0,1.5429,39400.0,INLAND --119.0,35.33,35.0,991.0,221.0,620.0,207.0,1.9417,53800.0,INLAND --119.01,35.33,32.0,3068.0,628.0,1897.0,607.0,2.4234,63700.0,INLAND --119.02,35.33,35.0,2053.0,412.0,1193.0,387.0,2.75,65800.0,INLAND --119.02,35.34,35.0,1650.0,390.0,1145.0,343.0,1.5357,56500.0,INLAND --118.99,35.32,35.0,1576.0,405.0,870.0,282.0,1.6575,59500.0,INLAND --118.99,35.3,33.0,2248.0,434.0,1461.0,405.0,2.9402,56200.0,INLAND --119.0,35.31,37.0,1337.0,275.0,767.0,273.0,1.6522,53300.0,INLAND --119.09,35.3,3.0,2821.0,519.0,1353.0,495.0,3.6852,109800.0,INLAND --119.04,35.32,20.0,37.0,11.0,34.0,8.0,1.2,50000.0,INLAND --119.05,35.32,11.0,7035.0,1455.0,3525.0,1387.0,3.4827,93600.0,INLAND --119.04,35.31,11.0,2161.0,371.0,1267.0,388.0,4.1957,92700.0,INLAND --119.03,35.32,12.0,2721.0,549.0,1294.0,523.0,2.5575,100200.0,INLAND --119.02,35.32,14.0,2927.0,588.0,1821.0,561.0,3.3529,82600.0,INLAND --119.05,35.3,9.0,10822.0,1994.0,6241.0,1906.0,4.0631,88200.0,INLAND --119.03,35.3,10.0,829.0,146.0,447.0,173.0,4.1484,102900.0,INLAND --119.02,35.3,10.0,7397.0,1369.0,4611.0,1310.0,3.6369,81600.0,INLAND --119.01,35.32,23.0,4870.0,965.0,2717.0,928.0,2.596,70000.0,INLAND --119.01,35.31,19.0,7092.0,1517.0,4101.0,1436.0,2.1006,74800.0,INLAND --119.01,35.3,7.0,8596.0,1597.0,4893.0,1520.0,3.9054,80900.0,INLAND --119.07,35.27,25.0,3081.0,635.0,1830.0,591.0,2.5804,97900.0,INLAND --119.13,35.22,5.0,6268.0,1003.0,3269.0,980.0,5.1457,118200.0,INLAND --119.01,35.24,6.0,80.0,16.0,66.0,21.0,3.125,65000.0,INLAND --119.01,35.28,10.0,7011.0,1453.0,4163.0,1307.0,2.7659,77500.0,INLAND --118.99,35.24,40.0,282.0,59.0,213.0,71.0,2.35,91700.0,INLAND --118.99,35.27,32.0,444.0,102.0,242.0,87.0,1.1528,150000.0,INLAND --118.93,34.82,24.0,806.0,168.0,323.0,136.0,3.5,113900.0,INLAND --118.95,34.83,18.0,3278.0,762.0,1338.0,550.0,2.9891,116500.0,INLAND --118.95,34.81,30.0,2817.0,604.0,1089.0,412.0,3.1364,123500.0,INLAND --119.15,34.83,6.0,8733.0,1600.0,2006.0,736.0,4.5724,168400.0,INLAND --119.16,34.95,14.0,4054.0,787.0,1581.0,579.0,3.0882,148200.0,INLAND --118.93,34.82,8.0,508.0,111.0,229.0,84.0,4.0332,128300.0,INLAND --119.4,35.06,21.0,2213.0,458.0,1250.0,440.0,2.9187,52100.0,INLAND --119.45,35.07,45.0,973.0,183.0,500.0,177.0,2.6389,30000.0,INLAND --119.42,35.19,26.0,890.0,172.0,483.0,170.0,4.15,68200.0,INLAND --119.5,35.27,23.0,3827.0,696.0,1993.0,617.0,3.0742,57900.0,INLAND --119.48,35.17,36.0,116.0,20.0,39.0,18.0,3.125,37500.0,INLAND --119.45,35.16,34.0,3437.0,696.0,1783.0,608.0,2.3912,52900.0,INLAND --119.46,35.17,40.0,4164.0,812.0,1998.0,773.0,2.8323,50800.0,INLAND --119.46,35.14,30.0,2943.0,,1565.0,584.0,2.5313,45800.0,INLAND --119.47,35.14,19.0,4190.0,690.0,1973.0,702.0,3.9929,88300.0,INLAND --119.45,35.15,33.0,5050.0,964.0,2293.0,919.0,3.1592,75400.0,INLAND --119.45,35.13,34.0,1440.0,309.0,808.0,294.0,2.3013,26600.0,INLAND --119.46,35.13,46.0,2745.0,543.0,1423.0,482.0,2.1955,26900.0,INLAND --119.47,35.13,44.0,4599.0,877.0,2140.0,831.0,2.9952,63800.0,INLAND --119.47,35.4,32.0,2167.0,421.0,1301.0,394.0,1.9718,69800.0,INLAND --119.42,35.4,24.0,2585.0,480.0,1442.0,424.0,2.8452,104700.0,INLAND --119.12,35.41,12.0,5589.0,941.0,3018.0,917.0,4.4561,96900.0,INLAND --119.11,35.39,22.0,984.0,176.0,451.0,170.0,3.25,88900.0,INLAND --119.12,35.39,13.0,1264.0,202.0,552.0,187.0,4.5903,94300.0,INLAND --119.19,35.41,12.0,2835.0,471.0,1399.0,413.0,4.4125,149000.0,INLAND --119.2,35.37,6.0,7383.0,1095.0,3415.0,1059.0,5.3119,157300.0,INLAND --119.12,35.38,18.0,1521.0,269.0,706.0,279.0,4.4196,121000.0,INLAND --119.11,35.38,37.0,2044.0,394.0,894.0,359.0,2.9453,82800.0,INLAND --119.12,35.37,13.0,4527.0,713.0,2170.0,671.0,4.8266,146200.0,INLAND --119.18,35.5,36.0,1253.0,259.0,932.0,249.0,2.1635,110400.0,INLAND --119.28,35.52,36.0,786.0,194.0,573.0,134.0,2.2321,37500.0,INLAND --119.27,35.49,39.0,2649.0,572.0,1815.0,547.0,2.3533,65400.0,INLAND --119.26,35.5,38.0,2536.0,409.0,1133.0,430.0,4.2375,78600.0,INLAND --119.27,35.5,34.0,1367.0,329.0,796.0,319.0,2.8269,61100.0,INLAND --119.27,35.51,28.0,1089.0,179.0,544.0,190.0,3.2279,95800.0,INLAND --119.28,35.5,34.0,1923.0,379.0,1101.0,351.0,2.4044,65800.0,INLAND --119.28,35.5,28.0,3107.0,782.0,3260.0,738.0,1.6944,58600.0,INLAND --119.27,35.5,21.0,2171.0,483.0,1315.0,450.0,1.7105,52100.0,INLAND --119.38,35.49,34.0,2304.0,437.0,1506.0,403.0,2.2071,64600.0,INLAND --119.34,35.6,16.0,1584.0,309.0,1011.0,268.0,2.4961,58800.0,INLAND --119.36,35.55,29.0,510.0,84.0,236.0,73.0,2.7,125000.0,INLAND --119.35,35.58,13.0,1657.0,362.0,1186.0,376.0,1.1903,63200.0,INLAND --119.34,35.59,33.0,3240.0,654.0,1809.0,616.0,2.3934,71900.0,INLAND --119.34,35.6,33.0,2143.0,488.0,1732.0,509.0,1.9362,59000.0,INLAND --119.33,35.6,32.0,2703.0,683.0,2682.0,675.0,1.4619,60500.0,INLAND --119.35,35.59,14.0,2719.0,502.0,1497.0,457.0,3.176,71800.0,INLAND --119.33,35.59,20.0,3085.0,691.0,2645.0,676.0,1.7868,54100.0,INLAND --119.69,35.62,18.0,820.0,239.0,1345.0,207.0,2.1186,47500.0,INLAND --119.77,35.65,21.0,2403.0,483.0,1647.0,415.0,2.6066,80000.0,INLAND --119.14,35.76,30.0,735.0,137.0,421.0,113.0,2.5625,156300.0,INLAND --119.29,35.76,15.0,3938.0,789.0,3500.0,768.0,2.1295,59800.0,INLAND --119.19,35.64,29.0,1476.0,220.0,902.0,205.0,2.6726,83300.0,INLAND --119.24,35.68,21.0,1885.0,398.0,1539.0,388.0,2.5208,58500.0,INLAND --119.22,35.68,16.0,2874.0,677.0,3078.0,651.0,1.8843,55200.0,INLAND --119.24,35.67,32.0,3216.0,750.0,2639.0,709.0,2.0025,54700.0,INLAND --119.25,35.78,27.0,1513.0,342.0,1346.0,323.0,2.7411,59800.0,INLAND --119.25,35.77,35.0,1618.0,378.0,1449.0,398.0,1.6786,56500.0,INLAND --119.25,35.76,36.0,2332.0,656.0,2175.0,610.0,1.6045,57300.0,INLAND --119.25,35.75,36.0,1598.0,443.0,1658.0,417.0,1.517,52100.0,INLAND --119.25,35.79,8.0,3271.0,797.0,2700.0,688.0,1.7418,62200.0,INLAND --119.25,35.78,35.0,1927.0,386.0,1371.0,414.0,2.2981,69900.0,INLAND --119.23,35.78,8.0,1612.0,343.0,1230.0,330.0,2.1806,67200.0,INLAND --119.23,35.79,31.0,2862.0,606.0,2467.0,600.0,2.3125,62100.0,INLAND --119.24,35.77,28.0,1737.0,521.0,1764.0,514.0,1.7813,67800.0,INLAND --119.23,35.77,36.0,3225.0,635.0,2034.0,593.0,2.4044,72500.0,INLAND --119.23,35.74,16.0,2275.0,659.0,1914.0,614.0,2.033,68400.0,INLAND --119.23,35.77,26.0,2636.0,468.0,1416.0,485.0,4.1917,84000.0,INLAND --118.92,35.47,6.0,1755.0,280.0,664.0,254.0,6.2885,216400.0,INLAND --119.01,35.44,20.0,3458.0,651.0,1465.0,621.0,2.5806,82500.0,INLAND --118.93,35.44,13.0,1439.0,237.0,557.0,227.0,6.1563,204200.0,INLAND --118.31,35.74,18.0,2327.0,642.0,799.0,335.0,1.8419,92300.0,INLAND --118.06,35.68,15.0,1962.0,403.0,730.0,321.0,2.25,67500.0,INLAND --118.44,35.75,23.0,3166.0,700.0,1097.0,493.0,2.6288,96000.0,INLAND --118.47,35.72,18.0,4754.0,1075.0,1366.0,690.0,2.0694,81200.0,INLAND --118.5,35.7,18.0,3303.0,814.0,986.0,522.0,1.5957,101400.0,INLAND --118.59,35.72,28.0,1491.0,408.0,98.0,48.0,1.4205,90000.0,INLAND --118.87,35.65,33.0,1504.0,325.0,584.0,223.0,3.4792,94600.0,INLAND --118.23,35.48,17.0,2354.0,514.0,775.0,380.0,1.8369,59400.0,INLAND --118.33,35.64,15.0,2966.0,669.0,1007.0,465.0,1.5667,72500.0,INLAND --118.41,35.63,15.0,5907.0,1257.0,2310.0,1001.0,2.3125,96900.0,INLAND --118.45,35.62,18.0,2304.0,527.0,782.0,390.0,1.4141,75800.0,INLAND --118.47,35.64,17.0,2248.0,535.0,927.0,427.0,1.3023,68500.0,INLAND --118.48,35.61,17.0,4002.0,930.0,1614.0,731.0,1.6236,67300.0,INLAND --118.45,35.58,16.0,5396.0,1182.0,1802.0,807.0,1.8819,69700.0,INLAND --118.61,35.47,13.0,2267.0,601.0,756.0,276.0,2.5474,78400.0,INLAND --117.73,35.73,35.0,2916.0,594.0,1870.0,432.0,3.625,55000.0,INLAND --117.66,35.63,33.0,2579.0,564.0,1155.0,431.0,2.0441,42100.0,INLAND --117.67,35.65,18.0,2737.0,589.0,1128.0,533.0,2.8,72000.0,INLAND --117.68,35.65,15.0,2701.0,576.0,1245.0,513.0,3.3269,81900.0,INLAND --117.69,35.65,5.0,1131.0,276.0,520.0,232.0,4.0167,87500.0,INLAND --117.7,35.64,8.0,2683.0,416.0,1154.0,399.0,5.8625,109400.0,INLAND --117.68,35.64,15.0,3253.0,573.0,1408.0,586.0,5.2043,95700.0,INLAND --117.67,35.64,6.0,2115.0,342.0,927.0,337.0,6.1935,115700.0,INLAND --117.67,35.63,32.0,3661.0,787.0,1613.0,706.0,3.0687,63500.0,INLAND --117.68,35.63,18.0,4334.0,641.0,1777.0,661.0,6.0653,105300.0,INLAND --117.69,35.63,5.0,3151.0,482.0,1335.0,428.0,5.5773,109000.0,INLAND --117.7,35.62,18.0,2657.0,496.0,1426.0,483.0,3.5931,71900.0,INLAND --117.68,35.61,9.0,4241.0,832.0,1929.0,742.0,3.5988,84500.0,INLAND --117.68,35.6,12.0,1678.0,241.0,765.0,281.0,6.0532,102800.0,INLAND --117.7,35.6,16.0,2678.0,483.0,1473.0,487.0,3.858,70200.0,INLAND --117.68,35.62,30.0,2994.0,741.0,1481.0,581.0,2.1458,52400.0,INLAND --117.64,35.61,10.0,2656.0,506.0,1349.0,501.0,4.25,83200.0,INLAND --117.66,35.62,11.0,5897.0,1138.0,2728.0,1072.0,4.15,85700.0,INLAND --117.66,35.61,5.0,5735.0,932.0,2623.0,862.0,4.8494,87200.0,INLAND --117.66,35.6,14.0,1740.0,391.0,850.0,317.0,2.5812,91700.0,INLAND --117.76,35.63,12.0,2014.0,372.0,1027.0,356.0,3.9261,101300.0,INLAND --117.68,35.55,9.0,3811.0,605.0,1518.0,568.0,5.5551,142500.0,INLAND --117.81,35.65,19.0,1124.0,290.0,598.0,261.0,1.8984,54300.0,INLAND --117.87,35.73,13.0,2566.0,449.0,1181.0,414.0,4.1518,91800.0,INLAND --117.84,35.54,11.0,1751.0,316.0,765.0,296.0,5.0762,98000.0,INLAND --117.74,35.65,15.0,2357.0,484.0,1110.0,442.0,3.1755,81700.0,INLAND --117.84,35.35,28.0,1913.0,486.0,858.0,371.0,1.9962,50800.0,INLAND --118.0,35.05,21.0,1739.0,425.0,945.0,362.0,3.4015,86500.0,INLAND --117.82,35.03,30.0,2555.0,510.0,1347.0,467.0,3.3693,71800.0,INLAND --117.76,35.22,4.0,18.0,3.0,8.0,6.0,1.625,275000.0,INLAND --117.79,35.21,4.0,2.0,2.0,6.0,2.0,2.375,137500.0,INLAND --118.01,35.12,15.0,1926.0,361.0,917.0,316.0,3.3889,68500.0,INLAND --117.98,35.13,5.0,4849.0,920.0,2504.0,847.0,3.5391,81900.0,INLAND --117.95,35.13,4.0,2630.0,502.0,1150.0,422.0,4.25,104400.0,INLAND --117.95,35.08,1.0,83.0,15.0,32.0,15.0,4.875,141700.0,INLAND --117.98,35.1,4.0,923.0,166.0,352.0,135.0,4.5724,84500.0,INLAND --117.99,35.16,15.0,2180.0,416.0,960.0,370.0,2.875,87800.0,INLAND --118.27,34.92,20.0,873.0,175.0,422.0,159.0,2.9583,91700.0,INLAND --118.34,34.86,11.0,7353.0,1482.0,3571.0,1308.0,2.8097,130000.0,INLAND --117.68,35.03,28.0,2969.0,648.0,1644.0,570.0,3.4338,54900.0,INLAND --117.68,34.99,33.0,1589.0,307.0,853.0,272.0,4.2292,64400.0,INLAND --117.65,35.0,36.0,1184.0,316.0,672.0,241.0,1.9107,39800.0,INLAND --118.15,34.86,10.0,4597.0,1009.0,2227.0,821.0,2.6149,83500.0,INLAND --118.17,34.87,9.0,1507.0,293.0,761.0,278.0,3.0184,87900.0,INLAND --118.19,34.87,2.0,2103.0,389.0,923.0,338.0,5.0553,111100.0,INLAND --118.17,34.86,21.0,2370.0,540.0,1488.0,554.0,2.7361,83300.0,INLAND --118.15,35.06,15.0,1069.0,296.0,569.0,263.0,2.0441,73300.0,INLAND --118.16,35.05,44.0,1297.0,307.0,776.0,278.0,2.5875,68900.0,INLAND --118.19,35.05,14.0,2992.0,573.0,1631.0,526.0,3.7452,83200.0,INLAND --118.15,35.04,29.0,1671.0,368.0,821.0,337.0,2.16,56800.0,INLAND --118.51,35.16,7.0,4371.0,727.0,1932.0,654.0,4.625,136800.0,INLAND --118.66,35.2,7.0,9664.0,1692.0,3617.0,1370.0,4.0581,162900.0,INLAND --118.34,35.27,10.0,2939.0,605.0,1167.0,446.0,2.3917,79000.0,INLAND --118.48,35.14,4.0,8417.0,1657.0,4631.0,1468.0,3.6949,115800.0,INLAND --118.61,35.08,6.0,3660.0,646.0,1243.0,482.0,3.4911,137200.0,INLAND --118.61,34.99,11.0,4031.0,766.0,1539.0,564.0,3.8917,120800.0,INLAND --118.46,35.13,19.0,3109.0,640.0,1457.0,620.0,2.6417,94900.0,INLAND --118.46,35.12,16.0,4084.0,812.0,2033.0,668.0,3.2405,85500.0,INLAND --118.43,35.12,8.0,1968.0,376.0,930.0,360.0,3.2632,99800.0,INLAND --118.44,35.13,34.0,1170.0,290.0,602.0,266.0,1.7917,80000.0,INLAND --118.44,35.13,21.0,1899.0,447.0,1133.0,391.0,1.8636,67900.0,INLAND --118.91,35.3,28.0,1793.0,358.0,1233.0,351.0,2.7845,82200.0,INLAND --118.95,35.26,24.0,1341.0,214.0,667.0,184.0,4.0,94500.0,INLAND --118.83,35.27,33.0,1190.0,217.0,717.0,196.0,2.6302,81300.0,INLAND --118.92,35.13,29.0,1297.0,262.0,909.0,253.0,1.9236,106300.0,INLAND --118.85,35.23,26.0,1639.0,352.0,1222.0,395.0,1.7656,68000.0,INLAND --118.82,35.23,31.0,2358.0,580.0,2302.0,574.0,1.9688,53900.0,INLAND --118.83,35.2,17.0,1959.0,484.0,1763.0,453.0,2.1357,53500.0,INLAND --118.82,35.2,34.0,2185.0,469.0,1910.0,455.0,2.1136,57300.0,INLAND --118.85,35.2,17.0,2783.0,678.0,2566.0,641.0,1.9907,51200.0,INLAND --118.91,35.27,29.0,1401.0,317.0,1344.0,306.0,2.0921,61400.0,INLAND --118.9,35.26,31.0,6145.0,1492.0,5666.0,1457.0,1.9066,54600.0,INLAND --118.92,35.26,20.0,3815.0,924.0,3450.0,920.0,2.0174,63700.0,INLAND --118.91,35.24,29.0,2888.0,753.0,2949.0,699.0,1.7716,45500.0,INLAND --119.69,36.41,38.0,1016.0,202.0,540.0,187.0,2.2885,75000.0,INLAND --119.57,36.44,30.0,1860.0,337.0,1123.0,347.0,3.4926,94200.0,INLAND --119.55,36.37,26.0,1912.0,339.0,1002.0,311.0,3.0375,126300.0,INLAND --119.69,36.38,25.0,1688.0,302.0,879.0,277.0,3.3214,103100.0,INLAND --119.78,36.37,41.0,831.0,149.0,443.0,146.0,3.1406,100000.0,INLAND --119.83,36.37,25.0,1549.0,269.0,819.0,272.0,2.7159,101400.0,INLAND --119.87,36.34,26.0,1414.0,265.0,779.0,249.0,2.9167,83900.0,INLAND --119.93,36.32,25.0,8363.0,1636.0,7679.0,1580.0,2.0285,106300.0,INLAND --119.79,36.32,19.0,3252.0,614.0,1971.0,607.0,3.0667,75800.0,INLAND --119.77,36.32,14.0,3400.0,618.0,1867.0,612.0,3.9926,92500.0,INLAND --119.78,36.31,14.0,1287.0,291.0,737.0,269.0,3.1667,126400.0,INLAND --119.77,36.31,14.0,3677.0,863.0,2191.0,785.0,2.6218,69100.0,INLAND --119.79,36.31,25.0,4984.0,1029.0,2414.0,961.0,2.2937,72300.0,INLAND --119.77,36.3,24.0,2202.0,471.0,1052.0,439.0,2.1038,62000.0,INLAND --119.78,36.3,30.0,1846.0,391.0,1255.0,352.0,2.1681,66600.0,INLAND --119.79,36.3,16.0,1717.0,277.0,903.0,289.0,4.3438,93100.0,INLAND --119.79,36.29,6.0,1265.0,227.0,764.0,246.0,4.2917,104200.0,INLAND --119.82,36.32,18.0,942.0,193.0,424.0,174.0,2.0673,87500.0,INLAND --119.78,36.33,16.0,1006.0,212.0,515.0,200.0,3.2386,112500.0,INLAND --119.78,36.27,29.0,1871.0,315.0,1066.0,309.0,4.5714,100800.0,INLAND --119.8,36.29,7.0,479.0,84.0,327.0,103.0,5.1728,107500.0,INLAND --119.81,36.28,24.0,544.0,112.0,442.0,106.0,3.1071,56100.0,INLAND --119.72,36.34,33.0,1287.0,214.0,580.0,210.0,3.2019,112500.0,INLAND --119.72,36.32,40.0,1185.0,221.0,676.0,256.0,2.2721,52600.0,INLAND --119.7,36.32,40.0,1178.0,244.0,586.0,187.0,2.6477,43500.0,INLAND --119.73,36.31,20.0,2440.0,433.0,1579.0,400.0,2.8281,60200.0,INLAND --119.7,36.3,10.0,956.0,201.0,693.0,220.0,2.2895,62000.0,INLAND --119.67,36.35,10.0,1090.0,164.0,470.0,158.0,4.9432,118800.0,INLAND --119.65,36.37,4.0,3725.0,783.0,1478.0,600.0,3.5486,148000.0,INLAND --119.65,36.35,21.0,1745.0,266.0,837.0,292.0,4.3911,107900.0,INLAND --119.65,36.35,38.0,3148.0,568.0,1378.0,537.0,2.8788,85500.0,INLAND --119.66,36.35,15.0,1724.0,374.0,947.0,391.0,3.1094,91900.0,INLAND --119.64,36.36,13.0,2360.0,340.0,1055.0,312.0,5.2134,97400.0,INLAND --119.64,36.35,23.0,3182.0,563.0,1525.0,585.0,3.8108,90400.0,INLAND --119.63,36.35,4.0,1684.0,343.0,920.0,324.0,4.2396,90600.0,INLAND --119.62,36.35,10.0,3674.0,734.0,1864.0,718.0,2.6145,80300.0,INLAND --119.64,36.35,30.0,1765.0,310.0,746.0,298.0,2.8125,70200.0,INLAND --119.63,36.34,26.0,1463.0,261.0,699.0,219.0,3.5536,71400.0,INLAND --119.63,36.33,14.0,2928.0,600.0,1633.0,559.0,1.8385,67500.0,INLAND --119.61,36.33,32.0,1492.0,284.0,926.0,264.0,3.0139,61500.0,INLAND --119.63,36.32,36.0,1518.0,287.0,749.0,255.0,2.2333,61000.0,INLAND --119.66,36.34,32.0,1338.0,276.0,859.0,286.0,2.6397,59700.0,INLAND --119.65,36.34,46.0,1730.0,337.0,752.0,323.0,1.8529,67200.0,INLAND --119.65,36.34,47.0,1869.0,357.0,832.0,315.0,3.0846,76100.0,INLAND --119.64,36.34,32.0,2958.0,670.0,1504.0,627.0,1.8606,56700.0,INLAND --119.64,36.33,41.0,3095.0,766.0,1852.0,721.0,1.4524,51700.0,INLAND --119.65,36.33,52.0,1257.0,257.0,624.0,243.0,2.3523,59100.0,INLAND --119.65,36.33,47.0,1059.0,268.0,693.0,241.0,1.3882,53800.0,INLAND --119.68,36.32,26.0,592.0,121.0,268.0,116.0,1.7596,120800.0,INLAND --119.67,36.33,19.0,1241.0,244.0,850.0,237.0,2.9375,81700.0,INLAND --119.66,36.33,16.0,2048.0,373.0,1052.0,388.0,4.0909,92800.0,INLAND --119.66,36.33,10.0,1623.0,409.0,988.0,395.0,1.4194,58100.0,INLAND --119.66,36.32,24.0,2652.0,568.0,1532.0,445.0,2.3256,56800.0,INLAND --119.68,36.32,28.0,1325.0,276.0,873.0,240.0,2.5833,54400.0,INLAND --119.68,36.31,12.0,2739.0,535.0,1859.0,498.0,2.9936,60600.0,INLAND --119.66,36.3,18.0,1147.0,202.0,717.0,212.0,3.3681,70500.0,INLAND --119.65,36.32,11.0,1294.0,314.0,713.0,290.0,1.5433,50400.0,INLAND --119.64,36.32,32.0,2205.0,523.0,1772.0,479.0,1.3569,43100.0,INLAND --119.65,36.3,28.0,941.0,175.0,588.0,180.0,2.3466,53400.0,INLAND --119.64,36.31,27.0,1513.0,314.0,1071.0,284.0,1.5909,50100.0,INLAND --119.61,36.31,25.0,1847.0,371.0,1460.0,353.0,1.8839,46300.0,INLAND --119.57,36.27,20.0,2673.0,452.0,1394.0,449.0,2.625,97400.0,INLAND --119.69,36.25,35.0,2011.0,349.0,970.0,300.0,2.395,94100.0,INLAND --119.63,36.18,23.0,207.0,45.0,171.0,50.0,2.4286,100000.0,INLAND --119.59,36.11,32.0,752.0,159.0,524.0,155.0,2.25,50000.0,INLAND --119.57,36.09,6.0,2015.0,413.0,992.0,319.0,2.3889,53200.0,INLAND --119.58,36.1,21.0,1382.0,327.0,1469.0,355.0,1.3967,46500.0,INLAND --119.56,36.1,29.0,424.0,78.0,284.0,73.0,1.5313,43800.0,INLAND --119.56,36.1,25.0,1093.0,262.0,893.0,252.0,2.13,50800.0,INLAND --119.56,36.09,35.0,1648.0,285.0,792.0,265.0,3.2847,64700.0,INLAND --119.56,36.09,14.0,1267.0,290.0,1077.0,279.0,1.85,52300.0,INLAND --119.56,36.08,37.0,766.0,189.0,639.0,190.0,1.6607,42100.0,INLAND --119.58,36.11,21.0,2004.0,385.0,1397.0,398.0,2.2169,61600.0,INLAND --119.57,36.1,16.0,1461.0,400.0,1201.0,384.0,1.5727,54800.0,INLAND --119.57,36.1,36.0,1729.0,317.0,737.0,278.0,3.5313,68800.0,INLAND --119.57,36.1,37.0,1676.0,316.0,707.0,274.0,2.0595,60700.0,INLAND --119.74,36.15,21.0,1548.0,308.0,1137.0,306.0,2.4688,61300.0,INLAND --119.9,36.2,43.0,187.0,38.0,106.0,40.0,1.875,137500.0,INLAND --119.82,36.19,33.0,1293.0,272.0,694.0,229.0,2.0221,52200.0,INLAND --119.99,36.09,23.0,333.0,92.0,198.0,55.0,0.4999,100000.0,INLAND --119.96,35.99,25.0,1047.0,270.0,1505.0,286.0,2.0976,47700.0,INLAND --119.8,36.02,20.0,156.0,39.0,171.0,37.0,3.05,225000.0,INLAND --120.14,36.04,27.0,2533.0,518.0,1371.0,461.0,2.9708,60900.0,INLAND --120.12,36.01,18.0,1165.0,334.0,1119.0,308.0,2.2167,48500.0,INLAND --120.14,36.0,33.0,1726.0,420.0,1371.0,388.0,2.0335,43900.0,INLAND --120.12,35.99,7.0,2049.0,482.0,1387.0,422.0,2.25,56200.0,INLAND --120.13,35.87,26.0,48.0,8.0,13.0,8.0,2.375,71300.0,INLAND --120.0,35.91,16.0,259.0,53.0,131.0,38.0,3.125,62500.0,INLAND --122.89,39.42,16.0,411.0,114.0,26.0,19.0,0.4999,73500.0,INLAND --122.9,39.23,39.0,1295.0,240.0,534.0,179.0,3.9519,98900.0,INLAND --122.91,39.18,43.0,89.0,18.0,86.0,27.0,2.0208,72500.0,INLAND --122.91,39.17,44.0,202.0,42.0,142.0,39.0,4.35,68300.0,INLAND --122.9,39.17,45.0,1314.0,277.0,649.0,232.0,2.575,73600.0,INLAND --122.88,39.14,20.0,1125.0,231.0,521.0,196.0,2.2188,106300.0,INLAND --123.07,39.12,24.0,1098.0,193.0,353.0,145.0,3.8333,92600.0,<1H OCEAN --122.95,39.13,17.0,380.0,69.0,225.0,72.0,3.25,137500.0,INLAND --122.89,39.11,10.0,1588.0,333.0,585.0,254.0,2.2551,71100.0,INLAND --122.9,39.09,15.0,2483.0,544.0,835.0,380.0,1.9141,143200.0,INLAND --122.92,39.08,24.0,341.0,64.0,146.0,57.0,4.0,166300.0,INLAND --122.94,39.1,18.0,681.0,120.0,272.0,105.0,2.8906,140600.0,INLAND --122.99,39.02,14.0,1582.0,301.0,851.0,273.0,3.45,164100.0,<1H OCEAN --122.91,39.07,21.0,2202.0,484.0,1000.0,381.0,2.4423,102300.0,INLAND --122.91,39.06,21.0,1236.0,238.0,601.0,261.0,1.939,100300.0,INLAND --122.92,39.05,16.0,1548.0,295.0,605.0,250.0,3.5652,119000.0,INLAND --122.91,39.05,20.0,1128.0,229.0,621.0,210.0,3.2216,93500.0,INLAND --122.92,39.05,38.0,3131.0,624.0,1591.0,568.0,2.5457,80700.0,INLAND --122.91,39.05,27.0,789.0,208.0,295.0,108.0,3.7667,95000.0,INLAND --122.91,39.03,14.0,2374.0,557.0,723.0,427.0,1.3532,95800.0,INLAND --122.7,39.14,13.0,532.0,111.0,214.0,62.0,3.3929,108300.0,INLAND --122.87,39.13,15.0,1927.0,427.0,810.0,321.0,1.6369,86500.0,INLAND --122.86,39.08,24.0,3127.0,674.0,1015.0,448.0,2.0417,78800.0,INLAND --122.83,39.09,26.0,2191.0,495.0,679.0,371.0,1.4679,94700.0,INLAND --122.79,39.09,20.0,1798.0,395.0,685.0,331.0,1.625,66800.0,INLAND --122.8,39.08,17.0,1880.0,467.0,798.0,342.0,1.4676,65000.0,INLAND --122.79,39.08,23.0,952.0,200.0,321.0,128.0,1.5208,89000.0,INLAND --122.78,39.05,15.0,1601.0,323.0,661.0,269.0,2.6181,108900.0,INLAND --122.53,39.09,11.0,1264.0,271.0,370.0,177.0,1.3,69700.0,INLAND --122.69,39.04,9.0,254.0,50.0,66.0,29.0,2.7639,112500.0,INLAND --122.73,39.04,23.0,1618.0,395.0,425.0,244.0,1.9833,111500.0,INLAND --122.69,39.02,27.0,2199.0,527.0,744.0,316.0,2.1094,72400.0,INLAND --122.66,39.03,27.0,1446.0,329.0,594.0,255.0,1.165,53300.0,INLAND --122.66,39.02,16.0,3715.0,810.0,943.0,510.0,1.7446,109400.0,INLAND --122.7,39.0,18.0,793.0,148.0,186.0,59.0,2.3125,162500.0,INLAND --122.7,38.99,18.0,1177.0,224.0,181.0,105.0,2.3558,134700.0,INLAND --122.65,38.99,16.0,4279.0,951.0,1596.0,666.0,1.8571,75900.0,INLAND --122.52,38.99,16.0,975.0,219.0,337.0,155.0,1.6607,77800.0,INLAND --122.68,38.98,27.0,2300.0,508.0,526.0,254.0,2.1838,109700.0,INLAND --122.65,38.97,32.0,1856.0,472.0,703.0,292.0,1.1912,60000.0,INLAND --122.63,38.96,17.0,1708.0,459.0,633.0,312.0,1.75,64000.0,INLAND --122.62,38.95,19.0,2230.0,538.0,832.0,359.0,1.6865,58800.0,INLAND --122.62,38.94,14.0,1731.0,400.0,638.0,282.0,2.3179,57500.0,INLAND --122.61,38.93,14.0,231.0,36.0,108.0,31.0,4.3897,71300.0,INLAND --122.6,38.93,16.0,1657.0,390.0,572.0,301.0,1.4767,62000.0,INLAND --122.62,38.96,16.0,1914.0,446.0,828.0,332.0,2.0577,69000.0,INLAND --122.63,38.96,20.0,2507.0,577.0,1072.0,457.0,2.3083,60200.0,INLAND --122.65,38.96,27.0,2143.0,580.0,898.0,367.0,1.6769,63200.0,INLAND --122.64,38.96,29.0,883.0,187.0,326.0,136.0,1.7273,58200.0,INLAND --122.64,38.95,28.0,1503.0,370.0,522.0,268.0,1.2029,68900.0,INLAND --122.63,38.95,11.0,686.0,127.0,246.0,86.0,1.7083,77300.0,INLAND --122.63,38.94,25.0,661.0,144.0,192.0,93.0,1.7566,49000.0,INLAND --122.63,38.94,18.0,3844.0,969.0,1832.0,845.0,1.125,81800.0,INLAND --122.62,38.94,13.0,524.0,129.0,215.0,90.0,1.5455,55000.0,INLAND --122.7,38.97,17.0,2554.0,540.0,723.0,319.0,3.2375,114200.0,INLAND --122.75,39.01,17.0,4162.0,967.0,889.0,414.0,3.4187,200500.0,INLAND --122.79,39.02,23.0,642.0,203.0,265.0,84.0,1.8833,96900.0,INLAND --122.78,38.97,11.0,5175.0,971.0,2144.0,792.0,3.0466,97300.0,INLAND --122.69,38.94,9.0,1245.0,234.0,517.0,187.0,3.125,93400.0,INLAND --122.71,38.91,20.0,41.0,18.0,94.0,10.0,1.375,55000.0,INLAND --122.86,39.05,20.0,1592.0,327.0,647.0,253.0,2.5326,136800.0,INLAND --122.85,39.0,20.0,1580.0,318.0,753.0,252.0,1.8704,88500.0,INLAND --122.83,38.99,15.0,289.0,49.0,191.0,54.0,1.6833,113900.0,INLAND --122.83,38.98,17.0,1383.0,347.0,719.0,296.0,1.6164,77800.0,INLAND --122.84,38.98,21.0,939.0,176.0,556.0,178.0,1.7196,75000.0,INLAND --122.92,38.97,20.0,2067.0,384.0,904.0,333.0,2.9934,134200.0,<1H OCEAN --122.89,38.93,20.0,1214.0,247.0,504.0,223.0,2.7188,105700.0,<1H OCEAN --122.83,38.96,15.0,1318.0,296.0,567.0,276.0,1.8692,93800.0,INLAND --122.77,38.92,26.0,712.0,140.0,293.0,100.0,4.0119,119400.0,INLAND --122.83,38.89,11.0,640.0,134.0,268.0,90.0,3.4514,100000.0,<1H OCEAN --122.72,38.88,29.0,2781.0,,890.0,310.0,1.9906,96600.0,INLAND --122.74,38.83,12.0,4515.0,909.0,1554.0,528.0,3.3531,90800.0,<1H OCEAN --122.48,38.9,10.0,304.0,63.0,161.0,61.0,2.1964,112500.0,INLAND --122.59,38.92,15.0,1410.0,329.0,599.0,273.0,2.1953,75000.0,INLAND --122.6,38.9,23.0,292.0,56.0,92.0,41.0,2.9583,91700.0,INLAND --122.62,38.92,13.0,520.0,115.0,249.0,109.0,1.8417,84700.0,INLAND --122.65,38.92,30.0,70.0,38.0,20.0,13.0,4.125,112500.0,INLAND --122.64,38.87,16.0,1177.0,240.0,519.0,199.0,1.5739,73500.0,INLAND --122.5,38.82,12.0,2394.0,443.0,877.0,341.0,2.5625,109200.0,INLAND --122.51,38.76,9.0,2589.0,482.0,1050.0,374.0,4.0435,132600.0,INLAND --122.55,38.81,7.0,3639.0,637.0,1027.0,421.0,3.8831,132100.0,INLAND --122.59,38.78,15.0,764.0,145.0,366.0,143.0,3.375,103100.0,INLAND --122.66,38.81,22.0,852.0,176.0,461.0,142.0,3.4375,83300.0,INLAND --122.68,38.76,29.0,994.0,226.0,302.0,117.0,2.3125,67900.0,INLAND --122.62,38.73,21.0,1425.0,323.0,727.0,287.0,2.1474,85300.0,INLAND --122.64,38.71,20.0,531.0,126.0,231.0,96.0,2.625,89600.0,INLAND --122.52,38.7,26.0,102.0,17.0,43.0,13.0,0.536,87500.0,INLAND --121.11,41.07,26.0,1707.0,308.0,761.0,250.0,2.7188,48100.0,INLAND --120.96,41.12,29.0,779.0,136.0,364.0,123.0,2.5,59200.0,INLAND --121.07,40.85,17.0,976.0,202.0,511.0,175.0,3.6641,80800.0,INLAND --120.38,40.98,27.0,777.0,185.0,318.0,115.0,1.6833,40000.0,INLAND --120.35,40.63,33.0,240.0,49.0,63.0,22.0,3.625,200000.0,INLAND --120.77,40.65,11.0,2635.0,667.0,280.0,132.0,1.7214,118300.0,INLAND --121.02,40.51,17.0,890.0,167.0,406.0,154.0,3.3036,78300.0,INLAND --120.96,40.28,19.0,683.0,139.0,302.0,111.0,2.5,64100.0,INLAND --121.03,40.35,52.0,5486.0,1044.0,1977.0,754.0,2.1833,49500.0,INLAND --120.67,40.5,15.0,5343.0,,2503.0,902.0,3.5962,85900.0,INLAND --120.57,40.43,15.0,2045.0,461.0,1121.0,402.0,2.6902,71500.0,INLAND --120.66,40.42,35.0,1450.0,325.0,717.0,297.0,2.5074,66400.0,INLAND --120.65,40.42,39.0,3240.0,652.0,1467.0,621.0,2.1875,64300.0,INLAND --120.66,40.41,52.0,2081.0,478.0,1051.0,419.0,2.2992,70200.0,INLAND --120.64,40.41,50.0,1741.0,424.0,987.0,383.0,1.5066,59300.0,INLAND --120.71,40.36,19.0,4462.0,828.0,2229.0,777.0,3.5536,105700.0,INLAND --120.58,40.37,16.0,3412.0,667.0,1873.0,590.0,2.2661,61800.0,INLAND --120.42,40.38,26.0,1652.0,313.0,762.0,280.0,2.4757,85600.0,INLAND --120.36,40.45,19.0,689.0,143.0,355.0,127.0,1.7333,70000.0,INLAND --120.51,40.41,36.0,36.0,8.0,4198.0,7.0,5.5179,67500.0,INLAND --120.54,40.29,17.0,3391.0,623.0,1529.0,571.0,3.4028,91000.0,INLAND --120.49,40.31,16.0,1821.0,360.0,969.0,359.0,3.4643,85100.0,INLAND --120.37,40.17,21.0,789.0,141.0,406.0,146.0,2.1198,73500.0,INLAND --120.2,40.26,26.0,2399.0,518.0,1037.0,443.0,2.6765,47600.0,INLAND --120.09,39.92,19.0,2335.0,518.0,1028.0,383.0,1.7267,60700.0,INLAND --118.27,34.27,27.0,5205.0,859.0,2363.0,888.0,6.1946,276100.0,<1H OCEAN --118.28,34.26,32.0,1079.0,207.0,486.0,167.0,4.9833,213000.0,<1H OCEAN --118.29,34.26,33.0,3177.0,713.0,1845.0,612.0,4.008,191100.0,<1H OCEAN --118.3,34.26,37.0,2824.0,633.0,1619.0,573.0,3.5568,184500.0,<1H OCEAN --118.3,34.26,42.0,2186.0,423.0,1145.0,439.0,4.81,191900.0,<1H OCEAN --118.28,34.25,35.0,2045.0,450.0,1166.0,407.0,3.5214,197600.0,<1H OCEAN --118.28,34.25,29.0,2559.0,,1886.0,769.0,2.6036,162100.0,<1H OCEAN --118.29,34.25,19.0,1988.0,594.0,1399.0,527.0,2.4727,175000.0,<1H OCEAN --118.29,34.25,8.0,5568.0,1514.0,3565.0,1374.0,3.0795,161500.0,<1H OCEAN --118.27,34.25,37.0,2489.0,454.0,1215.0,431.0,5.0234,257600.0,<1H OCEAN --118.27,34.25,35.0,2091.0,360.0,879.0,326.0,4.4485,261900.0,<1H OCEAN --118.27,34.24,30.0,2180.0,369.0,1050.0,390.0,6.3688,277600.0,<1H OCEAN --118.27,34.25,35.0,779.0,143.0,371.0,150.0,4.6635,230100.0,<1H OCEAN --118.27,34.25,39.0,699.0,150.0,358.0,143.0,4.4375,195800.0,<1H OCEAN --118.28,34.24,32.0,2542.0,526.0,1278.0,493.0,4.45,263600.0,<1H OCEAN --118.28,34.24,29.0,3390.0,580.0,1543.0,576.0,5.6184,316900.0,<1H OCEAN --118.3,34.25,36.0,1300.0,304.0,688.0,261.0,3.1523,176700.0,<1H OCEAN --118.33,34.24,31.0,6434.0,1188.0,3540.0,1131.0,4.2639,293300.0,<1H OCEAN --118.35,34.22,19.0,9259.0,1653.0,3963.0,1595.0,5.997,228700.0,<1H OCEAN --118.35,34.22,30.0,1260.0,222.0,638.0,229.0,4.1302,258300.0,<1H OCEAN --118.35,34.21,39.0,1470.0,312.0,1047.0,284.0,3.275,181400.0,<1H OCEAN --118.35,34.21,42.0,1073.0,220.0,804.0,226.0,3.75,172600.0,<1H OCEAN --118.31,34.28,34.0,3258.0,610.0,1810.0,633.0,5.1145,219900.0,<1H OCEAN --118.31,34.27,35.0,1446.0,274.0,759.0,291.0,6.0808,215600.0,<1H OCEAN --118.3,34.26,43.0,1510.0,310.0,809.0,277.0,3.599,176500.0,<1H OCEAN --118.3,34.26,40.0,1065.0,214.0,605.0,183.0,4.1964,185900.0,<1H OCEAN --118.31,34.26,38.0,2264.0,460.0,1124.0,388.0,4.2685,189600.0,<1H OCEAN --118.31,34.26,41.0,1297.0,327.0,733.0,315.0,3.0583,160300.0,<1H OCEAN --118.31,34.26,34.0,1797.0,363.0,948.0,363.0,4.1339,187300.0,<1H OCEAN --118.32,34.26,32.0,3690.0,791.0,1804.0,715.0,4.4875,222700.0,<1H OCEAN --118.35,34.28,30.0,3214.0,513.0,1700.0,533.0,4.6944,248200.0,<1H OCEAN --118.33,34.27,29.0,3034.0,732.0,1776.0,702.0,3.1349,230200.0,<1H OCEAN --118.35,34.27,32.0,604.0,108.0,314.0,113.0,6.2037,205400.0,<1H OCEAN --118.34,34.26,37.0,1776.0,301.0,702.0,265.0,5.2661,314900.0,<1H OCEAN --118.35,34.25,34.0,2795.0,460.0,1267.0,443.0,6.1464,354400.0,<1H OCEAN --118.36,34.26,34.0,3677.0,573.0,1598.0,568.0,6.838,378000.0,<1H OCEAN --118.3,34.26,28.0,1643.0,489.0,1142.0,458.0,3.1607,200600.0,<1H OCEAN --118.3,34.25,44.0,1442.0,285.0,859.0,292.0,4.5833,197300.0,<1H OCEAN --118.31,34.26,37.0,1444.0,246.0,624.0,239.0,5.76,239400.0,<1H OCEAN --118.31,34.26,36.0,1882.0,453.0,1005.0,409.0,3.8,217100.0,<1H OCEAN --118.32,34.26,24.0,5106.0,1010.0,2310.0,957.0,4.4375,191500.0,<1H OCEAN --118.39,34.28,24.0,4694.0,820.0,3566.0,777.0,4.4818,166200.0,<1H OCEAN --118.38,34.28,22.0,4428.0,825.0,3152.0,836.0,4.7932,166300.0,<1H OCEAN --118.4,34.28,16.0,6573.0,1480.0,6161.0,1473.0,3.3304,154900.0,<1H OCEAN --118.38,34.27,8.0,3248.0,847.0,2608.0,731.0,2.8214,158300.0,<1H OCEAN --118.41,34.29,35.0,1008.0,204.0,1162.0,215.0,3.35,147600.0,<1H OCEAN --118.41,34.29,32.0,1591.0,320.0,1818.0,306.0,4.2969,145800.0,<1H OCEAN --118.42,34.28,29.0,1271.0,272.0,1338.0,266.0,4.125,150000.0,<1H OCEAN --118.41,34.28,32.0,2574.0,531.0,2609.0,472.0,3.7566,146700.0,<1H OCEAN --118.4,34.28,22.0,3517.0,810.0,3134.0,847.0,2.6652,164800.0,<1H OCEAN --118.42,34.28,35.0,822.0,200.0,1197.0,203.0,3.2865,133300.0,<1H OCEAN --118.42,34.28,34.0,1999.0,427.0,2391.0,439.0,2.8,144300.0,<1H OCEAN --118.42,34.27,33.0,1209.0,341.0,1097.0,283.0,1.6295,134300.0,<1H OCEAN --118.42,34.27,33.0,937.0,216.0,1216.0,212.0,3.3214,131300.0,<1H OCEAN --118.42,34.27,35.0,674.0,153.0,808.0,173.0,2.6667,147800.0,<1H OCEAN --118.43,34.28,30.0,1384.0,308.0,2054.0,301.0,3.0132,142600.0,<1H OCEAN --118.43,34.27,31.0,1130.0,276.0,1533.0,269.0,4.2353,156800.0,<1H OCEAN --118.43,34.27,36.0,1002.0,250.0,1312.0,249.0,3.024,148000.0,<1H OCEAN --118.42,34.27,37.0,1024.0,246.0,1371.0,239.0,3.225,147500.0,<1H OCEAN --118.43,34.26,30.0,1246.0,373.0,1990.0,369.0,3.5104,140900.0,<1H OCEAN --118.43,34.26,37.0,1269.0,348.0,1835.0,335.0,3.2583,147200.0,<1H OCEAN --118.44,34.27,35.0,777.0,187.0,1022.0,186.0,3.4,139600.0,<1H OCEAN --118.43,34.26,43.0,729.0,172.0,935.0,174.0,2.9519,140900.0,<1H OCEAN --118.42,34.25,37.0,1545.0,341.0,1909.0,352.0,3.6791,148100.0,<1H OCEAN --118.43,34.25,35.0,1447.0,335.0,1630.0,306.0,2.9205,143100.0,<1H OCEAN --118.42,34.26,26.0,1788.0,521.0,2582.0,484.0,2.1062,136400.0,<1H OCEAN --118.41,34.26,38.0,870.0,205.0,1065.0,222.0,2.5313,136100.0,<1H OCEAN --118.42,34.26,36.0,973.0,221.0,1086.0,218.0,3.4519,143300.0,<1H OCEAN --118.42,34.26,37.0,1789.0,424.0,2279.0,411.0,3.9,138600.0,<1H OCEAN --118.41,34.27,38.0,858.0,203.0,1250.0,204.0,2.9219,137900.0,<1H OCEAN --118.42,34.27,35.0,2700.0,702.0,3444.0,679.0,1.4867,124000.0,<1H OCEAN --118.4,34.26,13.0,4379.0,872.0,2560.0,853.0,4.2538,154300.0,<1H OCEAN --118.4,34.25,13.0,1872.0,497.0,1927.0,432.0,2.2019,134200.0,<1H OCEAN --118.41,34.25,19.0,280.0,84.0,483.0,87.0,1.95,137500.0,<1H OCEAN --118.41,34.25,33.0,827.0,192.0,981.0,184.0,2.6429,143100.0,<1H OCEAN --118.41,34.25,36.0,1146.0,259.0,1173.0,272.0,3.6016,153800.0,<1H OCEAN --118.41,34.25,18.0,3447.0,857.0,3663.0,817.0,3.2284,157100.0,<1H OCEAN --118.42,34.24,17.0,2049.0,548.0,2243.0,541.0,2.525,163700.0,<1H OCEAN --118.42,34.25,36.0,1430.0,331.0,1502.0,312.0,3.6292,145200.0,<1H OCEAN --118.43,34.32,34.0,2657.0,515.0,1948.0,532.0,4.233,157400.0,<1H OCEAN --118.43,34.33,18.0,5891.0,920.0,2882.0,911.0,5.901,235600.0,<1H OCEAN --118.44,34.32,14.0,6235.0,1286.0,3568.0,1190.0,4.1724,211600.0,<1H OCEAN --118.42,34.31,19.0,6755.0,1443.0,4205.0,1395.0,3.9583,163200.0,<1H OCEAN --118.42,34.3,29.0,3334.0,712.0,2919.0,718.0,3.6548,180300.0,<1H OCEAN --118.41,34.32,18.0,6572.0,1105.0,3473.0,1067.0,5.2987,203400.0,<1H OCEAN --118.41,34.3,28.0,3187.0,569.0,2205.0,559.0,5.1668,187400.0,<1H OCEAN --118.42,34.32,30.0,3027.0,604.0,1970.0,590.0,4.3409,156000.0,<1H OCEAN --118.44,34.31,14.0,4151.0,941.0,3163.0,915.0,4.0301,154300.0,<1H OCEAN --118.44,34.31,22.0,3182.0,822.0,2661.0,746.0,2.7472,160100.0,<1H OCEAN --118.44,34.3,38.0,1595.0,314.0,1181.0,327.0,3.4,155500.0,<1H OCEAN --118.45,34.31,9.0,1739.0,358.0,820.0,323.0,4.0556,182500.0,<1H OCEAN --118.45,34.32,23.0,3481.0,641.0,1952.0,682.0,4.26,189400.0,<1H OCEAN --118.46,34.32,10.0,5777.0,1112.0,2917.0,1056.0,4.1514,194100.0,<1H OCEAN --118.45,34.31,28.0,1532.0,287.0,977.0,275.0,4.4773,173100.0,<1H OCEAN --118.46,34.3,32.0,2424.0,476.0,2291.0,419.0,4.0337,158500.0,<1H OCEAN --118.46,34.31,24.0,2920.0,601.0,1460.0,598.0,4.2708,218200.0,<1H OCEAN --118.47,34.32,13.0,2664.0,518.0,1468.0,521.0,4.8988,325200.0,<1H OCEAN --118.48,34.33,9.0,2384.0,395.0,1697.0,402.0,6.0891,270100.0,<1H OCEAN --118.48,34.31,31.0,1091.0,256.0,892.0,238.0,3.0,172400.0,<1H OCEAN --118.47,34.3,16.0,2495.0,551.0,2314.0,567.0,3.6736,192200.0,<1H OCEAN --118.46,34.29,24.0,3668.0,890.0,3151.0,810.0,3.0526,183300.0,<1H OCEAN --118.47,34.29,18.0,4256.0,987.0,3401.0,955.0,4.2935,190000.0,<1H OCEAN --118.49,34.29,26.0,4516.0,611.0,1714.0,581.0,9.2873,431800.0,<1H OCEAN --118.49,34.28,27.0,2535.0,389.0,1071.0,386.0,6.8695,319400.0,<1H OCEAN --118.49,34.28,31.0,3508.0,585.0,1957.0,588.0,6.6458,285500.0,<1H OCEAN --118.49,34.31,25.0,1024.0,145.0,357.0,147.0,7.0598,356300.0,<1H OCEAN --118.52,34.32,18.0,7498.0,976.0,3189.0,955.0,8.1248,374000.0,<1H OCEAN --118.51,34.3,24.0,6145.0,868.0,2710.0,875.0,7.5078,344000.0,<1H OCEAN --118.51,34.28,29.0,4239.0,653.0,1890.0,631.0,6.3911,301700.0,<1H OCEAN --118.51,34.29,29.0,1287.0,194.0,525.0,187.0,6.4171,319300.0,<1H OCEAN --118.52,34.29,28.0,2272.0,320.0,868.0,312.0,7.7464,474600.0,<1H OCEAN --118.52,34.3,17.0,4542.0,621.0,2144.0,597.0,8.8467,450700.0,<1H OCEAN --118.45,34.3,27.0,2676.0,,2661.0,623.0,4.3047,152100.0,<1H OCEAN --118.45,34.3,35.0,4085.0,919.0,3988.0,906.0,3.4812,160200.0,<1H OCEAN --118.54,34.28,18.0,5481.0,780.0,2477.0,764.0,6.7248,377200.0,<1H OCEAN --118.55,34.28,16.0,8879.0,,3468.0,1200.0,8.1125,428600.0,<1H OCEAN --118.54,34.28,10.0,7665.0,999.0,3517.0,998.0,10.8805,500001.0,<1H OCEAN --118.54,34.3,22.0,4423.0,622.0,1995.0,582.0,8.2159,376200.0,<1H OCEAN --118.57,34.29,4.0,6995.0,1151.0,2907.0,1089.0,7.0808,341200.0,<1H OCEAN --118.45,34.28,38.0,1527.0,332.0,1303.0,340.0,3.5714,152000.0,<1H OCEAN --118.46,34.28,23.0,1663.0,302.0,1242.0,283.0,5.5931,217600.0,<1H OCEAN --118.47,34.27,33.0,1549.0,264.0,881.0,289.0,5.1408,222900.0,<1H OCEAN --118.48,34.28,35.0,2132.0,368.0,1128.0,341.0,5.3107,227100.0,<1H OCEAN --118.48,34.28,35.0,1511.0,274.0,873.0,254.0,5.5608,226700.0,<1H OCEAN --118.47,34.27,17.0,1444.0,282.0,523.0,270.0,2.7353,192400.0,<1H OCEAN --118.47,34.27,35.0,1150.0,185.0,741.0,178.0,5.741,220600.0,<1H OCEAN --118.48,34.27,34.0,1231.0,222.0,702.0,222.0,4.9323,223700.0,<1H OCEAN --118.48,34.27,33.0,2649.0,449.0,1303.0,437.0,4.9955,216800.0,<1H OCEAN --118.45,34.27,33.0,1194.0,229.0,839.0,230.0,3.705,185800.0,<1H OCEAN --118.45,34.27,35.0,1579.0,300.0,1012.0,265.0,5.1296,195900.0,<1H OCEAN --118.46,34.27,30.0,1576.0,282.0,1004.0,284.0,4.8015,179700.0,<1H OCEAN --118.46,34.27,28.0,1865.0,463.0,1182.0,440.0,2.6193,172300.0,<1H OCEAN --118.44,34.27,36.0,1111.0,275.0,1333.0,266.0,3.5347,158100.0,<1H OCEAN --118.44,34.27,29.0,1701.0,419.0,1616.0,371.0,3.3603,142400.0,<1H OCEAN --118.45,34.26,35.0,1724.0,311.0,992.0,315.0,4.8359,195600.0,<1H OCEAN --118.45,34.25,36.0,1453.0,270.0,808.0,275.0,4.3839,204600.0,<1H OCEAN --118.45,34.26,35.0,1637.0,300.0,894.0,302.0,4.175,209600.0,<1H OCEAN --118.46,34.26,33.0,1358.0,247.0,738.0,235.0,5.0947,210300.0,<1H OCEAN --118.46,34.26,36.0,1394.0,254.0,761.0,262.0,4.9485,217100.0,<1H OCEAN --118.46,34.25,33.0,2202.0,433.0,1135.0,407.0,4.2143,224200.0,<1H OCEAN --118.46,34.25,32.0,2217.0,422.0,1064.0,427.0,3.6989,208600.0,<1H OCEAN --118.47,34.26,34.0,1300.0,289.0,650.0,291.0,3.8875,199200.0,<1H OCEAN --118.47,34.26,35.0,1898.0,344.0,1123.0,347.0,5.5792,218400.0,<1H OCEAN --118.48,34.26,36.0,1770.0,296.0,938.0,304.0,5.749,238000.0,<1H OCEAN --118.49,34.26,27.0,2722.0,468.0,1164.0,419.0,4.6591,239900.0,<1H OCEAN --118.47,34.25,34.0,1732.0,399.0,1120.0,401.0,4.1492,195700.0,<1H OCEAN --118.48,34.25,36.0,1951.0,395.0,1040.0,375.0,5.1619,195300.0,<1H OCEAN --118.48,34.25,35.0,1442.0,276.0,795.0,268.0,4.9688,216900.0,<1H OCEAN --118.48,34.25,35.0,1865.0,335.0,1074.0,337.0,5.1068,223300.0,<1H OCEAN --118.49,34.25,33.0,2088.0,383.0,960.0,362.0,4.3333,232900.0,<1H OCEAN --118.49,34.27,34.0,4877.0,815.0,2521.0,781.0,5.5714,225900.0,<1H OCEAN --118.49,34.27,33.0,3047.0,527.0,1578.0,507.0,4.58,236200.0,<1H OCEAN --118.5,34.27,35.0,2235.0,390.0,1148.0,416.0,4.869,221600.0,<1H OCEAN --118.51,34.28,34.0,3580.0,565.0,1694.0,524.0,5.4065,243800.0,<1H OCEAN --118.52,34.28,33.0,1975.0,271.0,801.0,287.0,7.8193,379600.0,<1H OCEAN --118.51,34.27,34.0,3787.0,771.0,1966.0,738.0,4.055,222500.0,<1H OCEAN --118.51,34.27,36.0,2276.0,429.0,1001.0,419.0,4.1042,252100.0,<1H OCEAN --118.52,34.27,36.0,3204.0,538.0,1499.0,499.0,5.5649,271200.0,<1H OCEAN --118.53,34.27,32.0,1931.0,298.0,948.0,314.0,5.3847,329200.0,<1H OCEAN --118.53,34.26,18.0,3674.0,,1590.0,550.0,8.176,308400.0,<1H OCEAN --118.54,34.26,22.0,5303.0,838.0,2372.0,807.0,5.6912,311800.0,<1H OCEAN --118.54,34.27,28.0,2309.0,300.0,931.0,302.0,6.7415,348200.0,<1H OCEAN --118.53,34.27,33.0,1927.0,305.0,896.0,293.0,5.634,320500.0,<1H OCEAN --118.54,34.26,23.0,4960.0,592.0,1929.0,586.0,10.9052,500001.0,<1H OCEAN --118.55,34.26,21.0,4018.0,536.0,1508.0,529.0,8.203,445400.0,<1H OCEAN --118.55,34.27,25.0,4919.0,661.0,2183.0,625.0,8.1356,352800.0,<1H OCEAN --118.5,34.26,33.0,2831.0,510.0,1340.0,504.0,4.8316,237300.0,<1H OCEAN --118.52,34.26,21.0,8850.0,2139.0,4717.0,1979.0,3.7816,254200.0,<1H OCEAN --118.51,34.26,29.0,2472.0,354.0,1109.0,397.0,5.5433,332500.0,<1H OCEAN --118.52,34.25,11.0,7849.0,1664.0,3561.0,1500.0,4.6625,290900.0,<1H OCEAN --118.49,34.26,25.0,8389.0,1872.0,4483.0,1747.0,3.5497,261300.0,<1H OCEAN --118.49,34.25,28.0,4054.0,712.0,2164.0,746.0,5.0,258000.0,<1H OCEAN --118.57,34.27,20.0,7384.0,845.0,2795.0,872.0,9.6047,500001.0,<1H OCEAN --118.59,34.26,20.0,8146.0,1131.0,3562.0,1054.0,7.167,357100.0,<1H OCEAN --118.61,34.24,17.0,5406.0,895.0,2337.0,882.0,6.0137,375900.0,<1H OCEAN --118.63,34.24,9.0,4759.0,924.0,1884.0,915.0,4.8333,277200.0,<1H OCEAN --118.62,34.26,15.0,10860.0,1653.0,4178.0,1581.0,6.3249,262100.0,<1H OCEAN --118.6,34.26,18.0,6154.0,1070.0,3010.0,1034.0,5.6392,271500.0,<1H OCEAN --118.61,34.25,16.0,8295.0,1506.0,3903.0,1451.0,5.5111,276600.0,<1H OCEAN --118.63,34.22,18.0,1376.0,225.0,670.0,205.0,6.5146,277600.0,<1H OCEAN --118.64,34.22,25.0,2762.0,410.0,1166.0,439.0,6.8643,333700.0,<1H OCEAN --118.66,34.23,18.0,897.0,142.0,263.0,110.0,6.1288,350000.0,<1H OCEAN --118.61,34.23,26.0,3727.0,572.0,1724.0,530.0,6.1419,327300.0,<1H OCEAN --118.61,34.22,24.0,5256.0,758.0,2474.0,780.0,7.3252,333700.0,<1H OCEAN --118.6,34.23,19.0,8866.0,2355.0,5005.0,2194.0,3.2564,230300.0,<1H OCEAN --118.59,34.23,17.0,6592.0,1525.0,4459.0,1463.0,3.0347,254500.0,<1H OCEAN --118.56,34.25,31.0,1962.0,243.0,697.0,242.0,8.565,500001.0,<1H OCEAN --118.56,34.24,23.0,2980.0,362.0,1208.0,378.0,8.1714,500001.0,<1H OCEAN --118.57,34.25,34.0,5098.0,778.0,2239.0,778.0,5.6149,273100.0,<1H OCEAN --118.58,34.24,26.0,3239.0,647.0,1529.0,590.0,3.2426,236900.0,<1H OCEAN --118.59,34.25,15.0,9716.0,2387.0,4992.0,2225.0,3.6231,193300.0,<1H OCEAN --118.57,34.25,20.0,4679.0,609.0,1945.0,609.0,8.7471,419900.0,<1H OCEAN --118.58,34.25,23.0,4883.0,769.0,2119.0,725.0,5.521,280800.0,<1H OCEAN --118.56,34.23,36.0,3215.0,529.0,1710.0,539.0,5.5126,248400.0,<1H OCEAN --118.56,34.23,36.0,2406.0,432.0,1242.0,454.0,4.6944,221800.0,<1H OCEAN --118.57,34.23,22.0,3275.0,648.0,1746.0,585.0,4.9676,221900.0,<1H OCEAN --118.58,34.23,29.0,3907.0,773.0,2037.0,727.0,4.1023,230200.0,<1H OCEAN --118.59,34.23,14.0,4407.0,1209.0,2676.0,1128.0,3.4091,168800.0,<1H OCEAN --118.58,34.23,35.0,1917.0,314.0,1019.0,340.0,4.8929,234900.0,<1H OCEAN --118.58,34.22,35.0,1969.0,339.0,950.0,340.0,4.875,230400.0,<1H OCEAN --118.59,34.22,17.0,6015.0,1464.0,3056.0,1347.0,4.0077,229000.0,<1H OCEAN --118.51,34.25,24.0,4338.0,558.0,1514.0,549.0,8.8612,500001.0,<1H OCEAN --118.51,34.24,31.0,5297.0,664.0,1986.0,657.0,8.6454,483500.0,<1H OCEAN --118.51,34.23,36.0,3324.0,448.0,1190.0,423.0,7.2772,477200.0,<1H OCEAN --118.52,34.24,6.0,3218.0,949.0,2295.0,876.0,3.0926,418500.0,<1H OCEAN --118.52,34.23,35.0,1471.0,210.0,735.0,219.0,8.3841,472200.0,<1H OCEAN --118.53,34.25,20.0,6331.0,1537.0,2957.0,1509.0,3.3892,323100.0,<1H OCEAN --118.54,34.24,24.0,4631.0,1164.0,2360.0,1083.0,3.0977,264000.0,<1H OCEAN --118.53,34.24,24.0,2718.0,719.0,3018.0,644.0,2.9076,275300.0,<1H OCEAN --118.54,34.23,35.0,3422.0,601.0,1690.0,574.0,4.375,232900.0,<1H OCEAN --118.53,34.23,27.0,2131.0,543.0,1065.0,528.0,3.2404,230400.0,<1H OCEAN --118.54,34.25,26.0,2639.0,378.0,1191.0,401.0,6.2788,322200.0,<1H OCEAN --118.55,34.24,21.0,5751.0,1082.0,2230.0,1016.0,4.3458,407500.0,<1H OCEAN --118.55,34.23,25.0,4409.0,1018.0,4579.0,1010.0,2.8727,245100.0,<1H OCEAN --118.51,34.23,27.0,4580.0,918.0,2252.0,850.0,4.7926,454400.0,<1H OCEAN --118.52,34.22,21.0,4617.0,1101.0,2891.0,1031.0,3.2289,318100.0,<1H OCEAN --118.53,34.23,32.0,4039.0,984.0,2675.0,941.0,3.0321,240000.0,<1H OCEAN --118.54,34.22,34.0,2193.0,513.0,1299.0,497.0,3.6187,211600.0,<1H OCEAN --118.54,34.23,29.0,1753.0,342.0,1318.0,333.0,4.125,241400.0,<1H OCEAN --118.45,34.25,34.0,2094.0,380.0,1207.0,380.0,5.2801,212300.0,<1H OCEAN --118.46,34.24,11.0,5363.0,1160.0,2783.0,1034.0,3.8583,170700.0,<1H OCEAN --118.47,34.25,21.0,2692.0,477.0,1330.0,456.0,4.5417,238900.0,<1H OCEAN --118.47,34.24,19.0,2405.0,661.0,1855.0,621.0,2.3111,255400.0,<1H OCEAN --118.48,34.24,32.0,2621.0,412.0,1285.0,414.0,6.6537,267600.0,<1H OCEAN --118.49,34.25,30.0,2871.0,470.0,1335.0,458.0,5.0232,253900.0,<1H OCEAN --118.49,34.24,35.0,2707.0,446.0,1224.0,445.0,5.2939,244200.0,<1H OCEAN --118.49,34.24,34.0,1971.0,316.0,917.0,307.0,6.0965,262300.0,<1H OCEAN --118.5,34.25,32.0,2333.0,389.0,969.0,331.0,4.8164,241100.0,<1H OCEAN --118.5,34.25,32.0,2411.0,380.0,1040.0,344.0,6.155,257300.0,<1H OCEAN --118.5,34.24,34.0,2634.0,412.0,1114.0,423.0,5.9401,315300.0,<1H OCEAN --118.5,34.23,26.0,3082.0,573.0,1590.0,586.0,4.5167,319000.0,<1H OCEAN --118.49,34.23,32.0,4373.0,683.0,2040.0,693.0,5.2668,242300.0,<1H OCEAN --118.49,34.22,30.0,1756.0,314.0,899.0,288.0,5.0325,238200.0,<1H OCEAN --118.47,34.23,22.0,8350.0,2717.0,9135.0,2452.0,2.5008,160000.0,<1H OCEAN --118.48,34.23,35.0,1963.0,310.0,919.0,297.0,4.7583,258600.0,<1H OCEAN --118.48,34.23,30.0,1762.0,263.0,761.0,292.0,6.5268,273100.0,<1H OCEAN --118.48,34.23,29.0,3354.0,707.0,1752.0,650.0,4.5484,239900.0,<1H OCEAN --118.46,34.23,20.0,4609.0,1499.0,5349.0,1377.0,2.7121,169400.0,<1H OCEAN --118.46,34.23,16.0,6338.0,1768.0,4718.0,1632.0,3.0187,154600.0,<1H OCEAN --118.43,34.25,38.0,921.0,239.0,1023.0,241.0,3.4514,151900.0,<1H OCEAN --118.42,34.24,36.0,1181.0,220.0,775.0,218.0,4.7228,183800.0,<1H OCEAN --118.43,34.24,36.0,1488.0,313.0,1221.0,296.0,4.0208,171400.0,<1H OCEAN --118.42,34.24,35.0,1507.0,281.0,1025.0,286.0,4.5833,177200.0,<1H OCEAN --118.41,34.23,35.0,1026.0,195.0,753.0,185.0,4.5909,179200.0,<1H OCEAN --118.41,34.24,38.0,490.0,101.0,402.0,100.0,3.125,175900.0,<1H OCEAN --118.44,34.26,34.0,1102.0,212.0,949.0,212.0,4.0792,165100.0,<1H OCEAN --118.44,34.26,28.0,1077.0,288.0,1377.0,293.0,3.9167,153900.0,<1H OCEAN --118.43,34.25,32.0,2433.0,553.0,2318.0,532.0,3.6384,159300.0,<1H OCEAN --118.44,34.26,34.0,325.0,60.0,433.0,83.0,5.5124,174300.0,<1H OCEAN --118.44,34.25,35.0,1583.0,324.0,1481.0,351.0,3.7,176000.0,<1H OCEAN --118.45,34.25,21.0,2143.0,565.0,1803.0,497.0,3.9833,162500.0,<1H OCEAN --118.45,34.24,11.0,9053.0,2193.0,7096.0,2038.0,3.5082,136500.0,<1H OCEAN --118.45,34.23,15.0,5738.0,1767.0,4620.0,1581.0,2.3584,157600.0,<1H OCEAN --118.45,34.24,7.0,3299.0,794.0,2343.0,647.0,3.0865,205900.0,<1H OCEAN --118.44,34.25,33.0,1121.0,231.0,1038.0,236.0,4.8958,173700.0,<1H OCEAN --118.43,34.24,35.0,1416.0,261.0,995.0,272.0,3.7143,178700.0,<1H OCEAN --118.43,34.24,35.0,1488.0,293.0,1112.0,288.0,4.4688,182500.0,<1H OCEAN --118.44,34.24,36.0,1660.0,301.0,1225.0,307.0,4.095,184000.0,<1H OCEAN --118.44,34.24,35.0,2344.0,435.0,1531.0,399.0,3.725,178200.0,<1H OCEAN --118.42,34.23,33.0,2478.0,457.0,1567.0,446.0,5.6629,186700.0,<1H OCEAN --118.42,34.22,29.0,1807.0,323.0,1234.0,310.0,5.3767,233000.0,<1H OCEAN --118.43,34.23,35.0,2049.0,390.0,1286.0,385.0,4.4432,181500.0,<1H OCEAN --118.43,34.24,36.0,1379.0,265.0,896.0,246.0,4.6827,183800.0,<1H OCEAN --118.42,34.23,34.0,1550.0,279.0,1011.0,288.0,4.5375,189000.0,<1H OCEAN --118.43,34.23,35.0,1225.0,228.0,720.0,231.0,3.4013,176500.0,<1H OCEAN --118.43,34.23,37.0,1737.0,369.0,1061.0,356.0,3.9615,173700.0,<1H OCEAN --118.43,34.24,37.0,1279.0,241.0,987.0,233.0,4.0057,172700.0,<1H OCEAN --118.44,34.23,36.0,1730.0,387.0,1099.0,353.0,4.0368,183100.0,<1H OCEAN --118.43,34.22,34.0,1588.0,360.0,1080.0,340.0,3.66,184600.0,<1H OCEAN --118.44,34.22,41.0,1030.0,214.0,664.0,223.0,3.8083,183800.0,<1H OCEAN --118.44,34.22,39.0,1529.0,344.0,913.0,314.0,3.325,178200.0,<1H OCEAN --118.44,34.23,43.0,2257.0,429.0,1418.0,442.0,4.5278,181800.0,<1H OCEAN --118.46,34.22,35.0,2288.0,617.0,2222.0,566.0,2.6299,170700.0,<1H OCEAN --118.46,34.22,39.0,1500.0,333.0,998.0,309.0,3.9625,168200.0,<1H OCEAN --118.46,34.22,31.0,2057.0,601.0,2397.0,579.0,2.871,184400.0,<1H OCEAN --118.45,34.22,24.0,3442.0,1168.0,4625.0,1097.0,2.0699,183000.0,<1H OCEAN --118.45,34.23,25.0,4393.0,1369.0,3781.0,1267.0,2.5833,183700.0,<1H OCEAN --118.45,34.22,8.0,2609.0,786.0,1803.0,695.0,2.7714,185700.0,<1H OCEAN --118.46,34.23,19.0,9902.0,2814.0,7307.0,2660.0,2.585,145400.0,<1H OCEAN --118.44,34.22,36.0,1191.0,266.0,718.0,248.0,3.4612,178800.0,<1H OCEAN --118.44,34.21,37.0,1665.0,335.0,1011.0,343.0,4.8703,185100.0,<1H OCEAN --118.44,34.21,41.0,1440.0,325.0,1014.0,322.0,2.875,168600.0,<1H OCEAN --118.44,34.22,41.0,1582.0,399.0,1159.0,378.0,2.825,168600.0,<1H OCEAN --118.43,34.22,34.0,2300.0,429.0,1447.0,455.0,4.2656,233700.0,<1H OCEAN --118.43,34.21,17.0,3667.0,1209.0,2636.0,1054.0,2.425,175500.0,<1H OCEAN --118.43,34.22,36.0,1372.0,295.0,774.0,306.0,3.6618,187300.0,<1H OCEAN --118.4,34.22,43.0,1220.0,222.0,729.0,230.0,3.6442,186300.0,<1H OCEAN --118.4,34.21,30.0,2453.0,544.0,1753.0,506.0,2.9803,191500.0,<1H OCEAN --118.41,34.21,35.0,2215.0,459.0,1594.0,446.0,4.0167,193200.0,<1H OCEAN --118.4,34.21,45.0,972.0,181.0,554.0,187.0,4.8194,181300.0,<1H OCEAN --118.4,34.22,36.0,2557.0,540.0,1556.0,491.0,3.6591,183800.0,<1H OCEAN --118.4,34.23,37.0,1404.0,266.0,889.0,274.0,4.0049,190000.0,<1H OCEAN --118.38,34.25,38.0,983.0,185.0,513.0,170.0,4.8816,231500.0,<1H OCEAN --118.37,34.24,40.0,1283.0,246.0,594.0,236.0,4.1121,229200.0,<1H OCEAN --118.37,34.23,32.0,1444.0,317.0,1177.0,311.0,3.6,164600.0,<1H OCEAN --118.37,34.22,17.0,1787.0,463.0,1671.0,448.0,3.5521,151500.0,<1H OCEAN --118.38,34.24,38.0,125.0,42.0,63.0,29.0,1.3594,158300.0,<1H OCEAN --118.4,34.24,35.0,2552.0,545.0,1850.0,503.0,4.775,179500.0,<1H OCEAN --118.39,34.23,18.0,3405.0,831.0,3001.0,795.0,3.0083,181900.0,<1H OCEAN --118.39,34.23,43.0,1193.0,299.0,1184.0,320.0,2.1518,161600.0,<1H OCEAN --118.4,34.23,36.0,1643.0,349.0,1414.0,337.0,4.1181,172700.0,<1H OCEAN --118.41,34.21,35.0,2830.0,518.0,1577.0,524.0,5.35,210500.0,<1H OCEAN --118.41,34.21,35.0,1789.0,292.0,897.0,267.0,5.592,239900.0,<1H OCEAN --118.39,34.22,40.0,712.0,149.0,533.0,155.0,3.695,165200.0,<1H OCEAN --118.39,34.22,35.0,1790.0,334.0,1277.0,345.0,5.0818,186800.0,<1H OCEAN --118.39,34.21,32.0,1869.0,441.0,1516.0,432.0,3.6845,178500.0,<1H OCEAN --118.39,34.21,14.0,2807.0,868.0,2729.0,803.0,2.6667,172400.0,<1H OCEAN --118.38,34.22,20.0,1176.0,344.0,864.0,318.0,2.375,177700.0,<1H OCEAN --118.38,34.21,35.0,1468.0,303.0,1295.0,300.0,3.7708,170600.0,<1H OCEAN --118.38,34.21,33.0,1981.0,484.0,1665.0,466.0,3.0833,179100.0,<1H OCEAN --118.42,34.22,34.0,3004.0,589.0,1938.0,568.0,4.1857,198600.0,<1H OCEAN --118.42,34.21,29.0,2893.0,543.0,1636.0,540.0,5.1586,237400.0,<1H OCEAN --118.42,34.2,34.0,161.0,48.0,66.0,33.0,1.0,187500.0,<1H OCEAN --118.42,34.23,34.0,1531.0,278.0,1064.0,274.0,5.6687,207300.0,<1H OCEAN --118.37,34.21,36.0,1392.0,326.0,1181.0,303.0,3.1563,176400.0,<1H OCEAN --118.37,34.21,36.0,2080.0,455.0,1939.0,484.0,4.2875,176600.0,<1H OCEAN --118.37,34.21,34.0,2272.0,558.0,2164.0,484.0,3.7143,175700.0,<1H OCEAN --118.37,34.22,11.0,2127.0,581.0,1989.0,530.0,2.9028,174100.0,<1H OCEAN --118.38,34.22,32.0,362.0,100.0,348.0,102.0,2.2679,150000.0,<1H OCEAN --118.36,34.23,15.0,2485.0,742.0,1994.0,670.0,2.8333,183200.0,<1H OCEAN --118.36,34.22,37.0,1512.0,348.0,1545.0,351.0,3.7663,160300.0,<1H OCEAN --118.35,34.22,41.0,1560.0,374.0,1668.0,389.0,3.025,154300.0,<1H OCEAN --118.36,34.21,41.0,337.0,65.0,198.0,50.0,1.8929,152900.0,<1H OCEAN --118.38,34.21,42.0,715.0,145.0,730.0,158.0,3.8,169500.0,<1H OCEAN --118.38,34.2,23.0,4138.0,1171.0,3911.0,1068.0,3.0125,181700.0,<1H OCEAN --118.39,34.2,17.0,2594.0,1028.0,3950.0,973.0,2.0348,177200.0,<1H OCEAN --118.37,34.21,33.0,2034.0,470.0,1990.0,423.0,3.7455,159600.0,<1H OCEAN --118.37,34.2,34.0,2199.0,609.0,2488.0,597.0,2.9861,171800.0,<1H OCEAN --118.38,34.21,38.0,1363.0,395.0,1798.0,405.0,2.3182,171200.0,<1H OCEAN --118.37,34.2,33.0,1438.0,309.0,1378.0,306.0,2.8917,170400.0,<1H OCEAN --118.36,34.19,11.0,2921.0,685.0,1512.0,664.0,4.1445,176400.0,<1H OCEAN --118.36,34.18,34.0,1471.0,423.0,995.0,386.0,2.9583,188700.0,<1H OCEAN --118.36,34.18,36.0,2233.0,605.0,1934.0,599.0,2.8784,194900.0,<1H OCEAN --118.37,34.18,33.0,1829.0,512.0,1345.0,500.0,3.1629,198900.0,<1H OCEAN --118.37,34.19,19.0,2890.0,821.0,2203.0,705.0,2.6696,185100.0,<1H OCEAN --118.39,34.19,41.0,2000.0,485.0,1439.0,461.0,3.0491,192000.0,<1H OCEAN --118.39,34.19,23.0,1875.0,710.0,2555.0,657.0,2.0968,162500.0,<1H OCEAN --118.39,34.2,19.0,2012.0,732.0,3483.0,731.0,2.2234,181300.0,<1H OCEAN --118.37,34.19,41.0,2924.0,867.0,2751.0,836.0,2.1,171600.0,<1H OCEAN --118.38,34.19,37.0,1434.0,394.0,1667.0,404.0,2.4375,176300.0,<1H OCEAN --118.38,34.2,32.0,993.0,285.0,1044.0,248.0,2.4306,187500.0,<1H OCEAN --118.4,34.2,13.0,4859.0,1293.0,3351.0,1200.0,3.6875,211900.0,<1H OCEAN --118.4,34.19,37.0,934.0,231.0,587.0,230.0,3.625,181300.0,<1H OCEAN --118.4,34.2,30.0,2392.0,655.0,1987.0,609.0,2.8424,226400.0,<1H OCEAN --118.4,34.19,35.0,2180.0,599.0,1483.0,574.0,3.0395,191300.0,<1H OCEAN --118.41,34.19,39.0,1169.0,242.0,612.0,247.0,4.1429,200000.0,<1H OCEAN --118.41,34.2,32.0,2734.0,654.0,2209.0,610.0,3.5164,217200.0,<1H OCEAN --118.42,34.2,24.0,3148.0,908.0,2850.0,839.0,1.9549,221500.0,<1H OCEAN --118.41,34.19,42.0,779.0,145.0,450.0,148.0,3.9792,193800.0,<1H OCEAN --118.42,34.19,34.0,2622.0,572.0,1997.0,573.0,3.338,222500.0,<1H OCEAN --118.42,34.2,27.0,3201.0,970.0,3403.0,948.0,2.2377,231700.0,<1H OCEAN --118.43,34.2,28.0,3386.0,,2240.0,737.0,3.0221,290100.0,<1H OCEAN --118.42,34.19,33.0,3353.0,790.0,2318.0,775.0,2.2589,269700.0,<1H OCEAN --118.42,34.19,33.0,3285.0,830.0,2281.0,786.0,2.6165,230800.0,<1H OCEAN --118.42,34.18,27.0,3760.0,880.0,2022.0,812.0,3.1551,225600.0,<1H OCEAN --118.42,34.18,31.0,2887.0,646.0,1626.0,637.0,3.6745,335500.0,<1H OCEAN --118.42,34.18,30.0,1323.0,353.0,856.0,333.0,3.3594,202200.0,<1H OCEAN --118.43,34.18,33.0,2717.0,662.0,1546.0,597.0,3.9099,267500.0,<1H OCEAN --118.43,34.18,31.0,2417.0,510.0,1102.0,507.0,3.8906,282200.0,<1H OCEAN --118.42,34.18,40.0,1013.0,150.0,449.0,166.0,5.7143,382400.0,<1H OCEAN --118.41,34.19,45.0,1106.0,225.0,595.0,228.0,3.6625,190700.0,<1H OCEAN --118.41,34.18,43.0,1840.0,356.0,966.0,323.0,4.7171,237900.0,<1H OCEAN --118.41,34.18,30.0,2008.0,513.0,1052.0,496.0,3.0119,262200.0,<1H OCEAN --118.41,34.19,37.0,1993.0,425.0,939.0,400.0,2.8021,224600.0,<1H OCEAN --118.4,34.19,30.0,521.0,126.0,306.0,129.0,4.1125,216700.0,<1H OCEAN --118.4,34.19,35.0,1631.0,356.0,862.0,368.0,3.6007,261800.0,<1H OCEAN --118.4,34.18,32.0,3724.0,899.0,1912.0,791.0,3.5711,312700.0,<1H OCEAN --118.4,34.17,27.0,3588.0,911.0,1891.0,871.0,3.4013,286000.0,<1H OCEAN --118.39,34.19,25.0,3794.0,989.0,2454.0,876.0,2.9982,204200.0,<1H OCEAN --118.39,34.18,42.0,1957.0,389.0,985.0,414.0,2.9327,240200.0,<1H OCEAN --118.39,34.17,26.0,3345.0,818.0,1599.0,773.0,3.3516,241500.0,<1H OCEAN --118.39,34.18,44.0,477.0,91.0,220.0,112.0,3.3906,223800.0,<1H OCEAN --118.39,34.19,36.0,904.0,191.0,627.0,191.0,2.4167,192900.0,<1H OCEAN --118.4,34.16,45.0,1176.0,250.0,471.0,228.0,2.3333,364700.0,<1H OCEAN --118.4,34.16,35.0,1354.0,284.0,501.0,262.0,3.8056,384700.0,<1H OCEAN --118.4,34.16,34.0,2638.0,580.0,1150.0,551.0,4.2989,364700.0,<1H OCEAN --118.41,34.16,32.0,3060.0,505.0,1159.0,510.0,6.3703,465800.0,<1H OCEAN --118.41,34.17,35.0,2027.0,428.0,879.0,402.0,4.692,330900.0,<1H OCEAN --118.38,34.19,42.0,1308.0,289.0,950.0,302.0,2.7379,181500.0,<1H OCEAN --118.38,34.18,40.0,2079.0,568.0,1396.0,526.0,3.0061,190800.0,<1H OCEAN --118.38,34.18,27.0,4834.0,1527.0,3847.0,1432.0,2.1449,165300.0,<1H OCEAN --118.38,34.18,24.0,1983.0,651.0,2251.0,574.0,2.4792,200000.0,<1H OCEAN --118.38,34.17,33.0,1588.0,454.0,739.0,392.0,2.8208,238500.0,<1H OCEAN --118.39,34.17,40.0,1696.0,372.0,835.0,385.0,3.6563,222400.0,<1H OCEAN --118.37,34.18,36.0,1608.0,373.0,1217.0,374.0,2.9728,190200.0,<1H OCEAN --118.37,34.18,42.0,1140.0,300.0,643.0,252.0,3.3958,178400.0,<1H OCEAN --118.38,34.18,44.0,901.0,179.0,473.0,179.0,3.3125,186400.0,<1H OCEAN --118.38,34.19,30.0,977.0,264.0,736.0,258.0,1.9866,177400.0,<1H OCEAN --118.37,34.18,35.0,2949.0,794.0,2106.0,746.0,2.9228,177300.0,<1H OCEAN --118.38,34.18,32.0,3553.0,1060.0,3129.0,1010.0,2.5603,174200.0,<1H OCEAN --118.36,34.18,31.0,1109.0,354.0,1119.0,334.0,2.3056,200000.0,<1H OCEAN --118.36,34.17,31.0,1939.0,505.0,1584.0,466.0,2.5234,199500.0,<1H OCEAN --118.37,34.17,42.0,1713.0,416.0,1349.0,427.0,3.2596,191800.0,<1H OCEAN --118.41,34.18,35.0,2785.0,663.0,1631.0,614.0,3.9038,276100.0,<1H OCEAN --118.41,34.17,27.0,3277.0,648.0,1382.0,615.0,3.875,366100.0,<1H OCEAN --118.41,34.18,35.0,1975.0,384.0,882.0,406.0,4.375,291700.0,<1H OCEAN --118.43,34.17,32.0,3202.0,696.0,1573.0,621.0,3.4449,292900.0,<1H OCEAN --118.43,34.17,35.0,2922.0,507.0,1130.0,485.0,5.451,341800.0,<1H OCEAN --118.43,34.17,37.0,1982.0,331.0,794.0,340.0,5.9275,336900.0,<1H OCEAN --118.43,34.16,34.0,2459.0,489.0,1139.0,463.0,4.0347,353600.0,<1H OCEAN --118.43,34.16,41.0,2050.0,478.0,850.0,490.0,3.4208,343400.0,<1H OCEAN --118.43,34.16,40.0,1134.0,184.0,452.0,187.0,4.569,333900.0,<1H OCEAN --118.42,34.15,27.0,2795.0,602.0,1073.0,535.0,5.1496,365000.0,<1H OCEAN --118.42,34.17,31.0,2235.0,363.0,914.0,370.0,6.1359,359700.0,<1H OCEAN --118.42,34.16,28.0,4664.0,1040.0,1963.0,961.0,3.9028,367900.0,<1H OCEAN --118.41,34.16,14.0,577.0,150.0,372.0,130.0,4.1875,275000.0,<1H OCEAN --118.42,34.16,25.0,2769.0,566.0,1201.0,545.0,3.6641,386100.0,<1H OCEAN --118.4,34.17,24.0,4443.0,1283.0,2421.0,1180.0,2.2652,269200.0,<1H OCEAN --118.4,34.17,24.0,6347.0,,2945.0,1492.0,3.3545,221500.0,<1H OCEAN --118.39,34.17,28.0,2790.0,748.0,1351.0,697.0,3.2052,283600.0,<1H OCEAN --118.39,34.17,26.0,6429.0,1611.0,2806.0,1491.0,3.1929,265200.0,<1H OCEAN --118.39,34.16,46.0,1582.0,279.0,603.0,283.0,5.1169,414300.0,<1H OCEAN --118.39,34.16,37.0,1388.0,286.0,547.0,258.0,5.1584,444700.0,<1H OCEAN --118.38,34.17,30.0,2016.0,622.0,1359.0,557.0,2.7708,192300.0,<1H OCEAN --118.38,34.16,46.0,2609.0,593.0,1055.0,585.0,3.3177,309400.0,<1H OCEAN --118.38,34.16,31.0,2197.0,501.0,944.0,474.0,3.7312,319400.0,<1H OCEAN --118.36,34.17,44.0,2295.0,560.0,1543.0,528.0,2.3851,194100.0,<1H OCEAN --118.37,34.17,15.0,3327.0,1011.0,2683.0,857.0,2.3784,185400.0,<1H OCEAN --118.37,34.17,42.0,600.0,171.0,377.0,181.0,2.4107,184400.0,<1H OCEAN --118.37,34.17,10.0,1431.0,473.0,1438.0,429.0,2.2756,221400.0,<1H OCEAN --118.37,34.17,6.0,854.0,350.0,542.0,321.0,0.8198,325000.0,<1H OCEAN --118.37,34.16,6.0,6526.0,2007.0,3298.0,1790.0,2.7231,250000.0,<1H OCEAN --118.37,34.16,10.0,2606.0,748.0,1373.0,680.0,3.6128,225000.0,<1H OCEAN --118.37,34.16,25.0,2450.0,618.0,1054.0,578.0,3.6375,262500.0,<1H OCEAN --118.37,34.16,40.0,1973.0,382.0,774.0,352.0,4.4122,282300.0,<1H OCEAN --118.36,34.16,43.0,2850.0,709.0,1510.0,670.0,2.4835,274300.0,<1H OCEAN --118.36,34.16,32.0,2455.0,556.0,989.0,493.0,4.0764,325000.0,<1H OCEAN --118.37,34.16,17.0,4150.0,1148.0,1808.0,1041.0,3.5051,232400.0,<1H OCEAN --118.37,34.16,11.0,2901.0,871.0,1659.0,789.0,3.1106,209400.0,<1H OCEAN --118.36,34.16,45.0,1755.0,335.0,822.0,342.0,5.1423,322900.0,<1H OCEAN --118.36,34.16,42.0,2304.0,442.0,862.0,429.0,4.3542,417900.0,<1H OCEAN --118.35,34.15,35.0,2245.0,393.0,783.0,402.0,4.1544,500001.0,<1H OCEAN --118.43,34.2,20.0,4090.0,1271.0,2824.0,1053.0,2.773,140500.0,<1H OCEAN --118.43,34.21,26.0,2867.0,671.0,1955.0,640.0,4.125,226500.0,<1H OCEAN --118.44,34.2,28.0,1732.0,435.0,1198.0,417.0,2.9219,241300.0,<1H OCEAN --118.44,34.21,20.0,5756.0,1477.0,4031.0,1369.0,3.2448,221200.0,<1H OCEAN --118.45,34.21,30.0,2331.0,733.0,2172.0,707.0,2.1888,195600.0,<1H OCEAN --118.45,34.2,19.0,3666.0,1150.0,2657.0,1090.0,2.9688,202100.0,<1H OCEAN --118.46,34.2,13.0,2926.0,816.0,1867.0,802.0,3.5255,202700.0,<1H OCEAN --118.46,34.21,7.0,2081.0,657.0,1456.0,535.0,3.5,186900.0,<1H OCEAN --118.47,34.21,34.0,2512.0,603.0,1805.0,584.0,2.9735,220000.0,<1H OCEAN --118.47,34.2,20.0,3939.0,1143.0,2475.0,1002.0,2.9025,229100.0,<1H OCEAN --118.48,34.21,25.0,2879.0,723.0,2077.0,649.0,3.3864,197400.0,<1H OCEAN --118.48,34.2,26.0,2027.0,559.0,1545.0,513.0,2.8974,189900.0,<1H OCEAN --118.48,34.22,22.0,3430.0,1214.0,3618.0,1092.0,2.1974,93800.0,<1H OCEAN --118.49,34.21,25.0,1131.0,449.0,746.0,420.0,1.3565,225000.0,<1H OCEAN --118.49,34.19,23.0,2087.0,571.0,1809.0,553.0,3.1667,202000.0,<1H OCEAN --118.49,34.2,35.0,1109.0,206.0,515.0,202.0,5.2118,215800.0,<1H OCEAN --118.5,34.2,34.0,1617.0,344.0,938.0,305.0,3.915,217700.0,<1H OCEAN --118.48,34.2,12.0,3831.0,1083.0,2258.0,967.0,2.4375,255400.0,<1H OCEAN --118.48,34.2,23.0,2850.0,864.0,2249.0,777.0,2.6957,191700.0,<1H OCEAN --118.48,34.19,20.0,5699.0,1594.0,3809.0,1381.0,2.8646,221100.0,<1H OCEAN --118.48,34.19,36.0,2058.0,423.0,1132.0,423.0,3.8833,210400.0,<1H OCEAN --118.47,34.2,25.0,4590.0,1477.0,2723.0,1195.0,2.7118,281700.0,<1H OCEAN --118.47,34.19,33.0,3879.0,943.0,2113.0,843.0,3.892,292900.0,<1H OCEAN --118.45,34.2,27.0,1572.0,450.0,1039.0,455.0,2.5562,190500.0,<1H OCEAN --118.45,34.2,18.0,2729.0,800.0,2099.0,742.0,2.5842,230800.0,<1H OCEAN --118.46,34.2,22.0,4855.0,1350.0,2519.0,1258.0,3.0893,205600.0,<1H OCEAN --118.45,34.19,37.0,1073.0,254.0,739.0,253.0,2.4667,192200.0,<1H OCEAN --118.46,34.19,20.0,5992.0,1820.0,4826.0,1632.0,2.7237,233500.0,<1H OCEAN --118.46,34.19,35.0,1491.0,295.0,779.0,309.0,6.1142,256300.0,<1H OCEAN --118.43,34.2,29.0,3051.0,694.0,1942.0,679.0,3.1118,238100.0,<1H OCEAN --118.44,34.2,36.0,2698.0,623.0,1544.0,554.0,2.7375,234900.0,<1H OCEAN --118.44,34.2,35.0,1717.0,478.0,1628.0,495.0,2.5197,225600.0,<1H OCEAN --118.44,34.2,17.0,2934.0,950.0,2517.0,889.0,2.936,232500.0,<1H OCEAN --118.43,34.19,27.0,3440.0,739.0,1827.0,712.0,4.125,245500.0,<1H OCEAN --118.44,34.19,37.0,1516.0,344.0,983.0,347.0,5.0,243600.0,<1H OCEAN --118.44,34.19,19.0,3487.0,959.0,2278.0,835.0,2.6709,215500.0,<1H OCEAN --118.44,34.19,29.0,1599.0,459.0,1143.0,438.0,2.4583,199100.0,<1H OCEAN --118.43,34.18,22.0,2052.0,568.0,1254.0,572.0,2.6364,271100.0,<1H OCEAN --118.44,34.18,36.0,2077.0,496.0,1206.0,528.0,2.2326,221000.0,<1H OCEAN --118.44,34.19,11.0,2891.0,951.0,2166.0,768.0,2.891,178100.0,<1H OCEAN --118.44,34.18,17.0,1546.0,592.0,2423.0,556.0,2.1977,154200.0,<1H OCEAN --118.45,34.19,11.0,2479.0,900.0,2466.0,855.0,2.2264,181300.0,<1H OCEAN --118.45,34.18,22.0,2516.0,826.0,3350.0,713.0,2.0192,158300.0,<1H OCEAN --118.46,34.18,27.0,2582.0,719.0,2038.0,718.0,3.0877,174200.0,<1H OCEAN --118.47,34.19,41.0,1104.0,196.0,495.0,196.0,5.0929,225000.0,<1H OCEAN --118.45,34.18,39.0,1810.0,388.0,839.0,380.0,3.7171,228800.0,<1H OCEAN --118.45,34.18,34.0,1843.0,442.0,861.0,417.0,3.6875,246400.0,<1H OCEAN --118.46,34.18,33.0,1791.0,386.0,844.0,397.0,4.5081,251400.0,<1H OCEAN --118.46,34.18,35.0,1819.0,465.0,1336.0,419.0,3.4583,253200.0,<1H OCEAN --118.44,34.18,35.0,972.0,270.0,550.0,256.0,2.2461,215000.0,<1H OCEAN --118.44,34.17,25.0,4966.0,1134.0,1941.0,958.0,3.8081,286700.0,<1H OCEAN --118.45,34.18,33.0,2077.0,486.0,1021.0,450.0,3.6019,225000.0,<1H OCEAN --118.43,34.18,25.0,3830.0,1105.0,2328.0,1017.0,2.6238,210000.0,<1H OCEAN --118.44,34.18,33.0,2127.0,414.0,1056.0,391.0,4.375,286100.0,<1H OCEAN --118.43,34.17,33.0,1679.0,404.0,933.0,412.0,2.6979,266000.0,<1H OCEAN --118.43,34.17,34.0,2180.0,424.0,906.0,429.0,4.4464,353100.0,<1H OCEAN --118.43,34.17,42.0,777.0,102.0,284.0,113.0,11.2093,500001.0,<1H OCEAN --118.44,34.17,29.0,2685.0,642.0,1085.0,599.0,3.2763,279400.0,<1H OCEAN --118.43,34.16,34.0,2622.0,467.0,1233.0,476.0,4.0474,379700.0,<1H OCEAN --118.44,34.16,35.0,3080.0,642.0,1362.0,623.0,4.1218,328500.0,<1H OCEAN --118.44,34.16,33.0,1616.0,322.0,580.0,311.0,4.0391,337500.0,<1H OCEAN --118.45,34.16,22.0,4982.0,1358.0,2237.0,1220.0,3.7105,272600.0,<1H OCEAN --118.45,34.17,21.0,2152.0,527.0,996.0,470.0,3.2386,277300.0,<1H OCEAN --118.45,34.17,33.0,3100.0,687.0,1388.0,658.0,4.3333,261300.0,<1H OCEAN --118.46,34.17,24.0,2814.0,675.0,1463.0,620.0,4.1875,309300.0,<1H OCEAN --118.46,34.17,22.0,6707.0,1737.0,2620.0,1610.0,3.1478,273700.0,<1H OCEAN --118.45,34.16,33.0,2544.0,500.0,1035.0,492.0,4.475,314800.0,<1H OCEAN --118.46,34.16,28.0,2795.0,622.0,1173.0,545.0,4.4423,280400.0,<1H OCEAN --118.46,34.16,26.0,2548.0,647.0,1098.0,540.0,4.3839,299100.0,<1H OCEAN --118.54,34.21,22.0,6064.0,1826.0,4876.0,1697.0,2.875,227100.0,<1H OCEAN --118.54,34.21,32.0,2593.0,566.0,1596.0,547.0,3.9886,199200.0,<1H OCEAN --118.54,34.22,35.0,1664.0,300.0,1000.0,309.0,4.6731,224100.0,<1H OCEAN --118.54,34.2,37.0,1600.0,349.0,1012.0,366.0,4.1597,201600.0,<1H OCEAN --118.54,34.19,33.0,2205.0,453.0,1242.0,419.0,4.1319,203700.0,<1H OCEAN --118.51,34.22,36.0,2794.0,523.0,1334.0,472.0,4.3462,222100.0,<1H OCEAN --118.5,34.21,36.0,1254.0,229.0,629.0,245.0,4.9643,236100.0,<1H OCEAN --118.5,34.21,36.0,1656.0,310.0,817.0,308.0,5.5675,215900.0,<1H OCEAN --118.51,34.22,36.0,1952.0,387.0,1156.0,392.0,4.185,209200.0,<1H OCEAN --118.51,34.21,36.0,2396.0,421.0,1064.0,398.0,4.7,223600.0,<1H OCEAN --118.51,34.22,36.0,1493.0,285.0,766.0,272.0,4.8646,213200.0,<1H OCEAN --118.52,34.22,35.0,1275.0,222.0,959.0,226.0,5.0282,195400.0,<1H OCEAN --118.52,34.22,35.0,1620.0,272.0,1052.0,248.0,5.5209,203300.0,<1H OCEAN --118.52,34.21,36.0,2394.0,424.0,1490.0,427.0,4.3261,206700.0,<1H OCEAN --118.52,34.21,34.0,1663.0,299.0,762.0,282.0,5.1265,211000.0,<1H OCEAN --118.53,34.22,29.0,4101.0,849.0,2630.0,867.0,4.6607,199800.0,<1H OCEAN --118.53,34.21,18.0,3124.0,796.0,1855.0,725.0,2.9389,213200.0,<1H OCEAN --118.55,34.21,35.0,2592.0,490.0,1427.0,434.0,5.0623,246400.0,<1H OCEAN --118.56,34.22,35.0,1843.0,329.0,1041.0,317.0,4.4271,205100.0,<1H OCEAN --118.56,34.21,36.0,1286.0,242.0,788.0,248.0,3.5333,196800.0,<1H OCEAN --118.56,34.22,34.0,1599.0,294.0,819.0,306.0,4.3194,197000.0,<1H OCEAN --118.55,34.21,33.0,3910.0,838.0,2097.0,810.0,3.8247,208700.0,<1H OCEAN --118.56,34.21,13.0,8327.0,1849.0,4126.0,1773.0,3.7313,189800.0,<1H OCEAN --118.52,34.2,35.0,2891.0,594.0,1757.0,581.0,4.3571,199800.0,<1H OCEAN --118.53,34.2,33.0,3270.0,818.0,2118.0,763.0,3.225,205300.0,<1H OCEAN --118.5,34.21,35.0,1668.0,332.0,807.0,311.0,4.5125,200300.0,<1H OCEAN --118.51,34.2,35.0,1614.0,308.0,850.0,330.0,4.1806,209000.0,<1H OCEAN --118.51,34.2,37.0,2066.0,434.0,1031.0,414.0,4.0924,188400.0,<1H OCEAN --118.52,34.21,36.0,1328.0,287.0,823.0,273.0,4.5648,193700.0,<1H OCEAN --118.5,34.2,42.0,1558.0,322.0,884.0,334.0,2.2304,203800.0,<1H OCEAN --118.51,34.2,33.0,2327.0,479.0,1166.0,472.0,4.2344,262500.0,<1H OCEAN --118.51,34.2,34.0,2871.0,581.0,1350.0,535.0,3.7049,227500.0,<1H OCEAN --118.51,34.19,35.0,2537.0,418.0,1161.0,421.0,5.3028,229200.0,<1H OCEAN --118.51,34.19,38.0,2182.0,409.0,1141.0,379.0,4.2865,221100.0,<1H OCEAN --118.5,34.2,18.0,4249.0,933.0,2047.0,909.0,4.1304,229100.0,<1H OCEAN --118.5,34.19,35.0,2720.0,490.0,1158.0,445.0,5.0796,228300.0,<1H OCEAN --118.5,34.19,26.0,2156.0,509.0,1142.0,470.0,4.0,224700.0,<1H OCEAN --118.52,34.2,19.0,4315.0,1304.0,2490.0,1222.0,2.6437,195000.0,<1H OCEAN --118.52,34.2,37.0,1795.0,346.0,1082.0,354.0,4.9102,207200.0,<1H OCEAN --118.53,34.2,26.0,2221.0,662.0,1998.0,603.0,2.8701,191100.0,<1H OCEAN --118.55,34.2,21.0,2549.0,651.0,1624.0,628.0,3.6905,179800.0,<1H OCEAN --118.55,34.19,18.0,5862.0,,3161.0,1280.0,3.1106,170600.0,<1H OCEAN --118.55,34.2,31.0,1963.0,420.0,1494.0,415.0,3.5313,211800.0,<1H OCEAN --118.52,34.19,42.0,881.0,170.0,464.0,163.0,2.9511,203900.0,<1H OCEAN --118.52,34.19,37.0,1560.0,275.0,763.0,284.0,3.8516,206900.0,<1H OCEAN --118.52,34.19,37.0,1892.0,347.0,1039.0,343.0,4.8295,212100.0,<1H OCEAN --118.53,34.19,32.0,2618.0,692.0,1961.0,633.0,2.625,192300.0,<1H OCEAN --118.52,34.18,34.0,2307.0,388.0,1168.0,427.0,4.2143,245400.0,<1H OCEAN --118.53,34.18,26.0,4175.0,885.0,2118.0,778.0,4.2083,240300.0,<1H OCEAN --118.56,34.2,36.0,1544.0,308.0,891.0,286.0,4.175,190900.0,<1H OCEAN --118.56,34.2,35.0,2273.0,,1431.0,403.0,4.0789,196700.0,<1H OCEAN --118.56,34.19,35.0,782.0,144.0,425.0,140.0,5.4548,201400.0,<1H OCEAN --118.56,34.19,34.0,1237.0,242.0,671.0,221.0,3.9615,183600.0,<1H OCEAN --118.56,34.19,34.0,2579.0,561.0,1237.0,517.0,4.433,235100.0,<1H OCEAN --118.56,34.18,36.0,1366.0,224.0,719.0,270.0,4.8264,251000.0,<1H OCEAN --118.54,34.19,22.0,3380.0,790.0,2199.0,737.0,2.5739,239200.0,<1H OCEAN --118.54,34.18,25.0,1938.0,457.0,1280.0,425.0,3.9632,240300.0,<1H OCEAN --118.55,34.19,36.0,978.0,170.0,475.0,192.0,4.675,222500.0,<1H OCEAN --118.55,34.19,31.0,1856.0,370.0,990.0,360.0,4.3654,223800.0,<1H OCEAN --118.58,34.21,24.0,2642.0,696.0,1649.0,633.0,3.0187,217700.0,<1H OCEAN --118.59,34.21,26.0,2335.0,669.0,1986.0,645.0,2.9974,178800.0,<1H OCEAN --118.59,34.2,18.0,847.0,185.0,733.0,178.0,5.2149,201900.0,<1H OCEAN --118.58,34.2,37.0,1389.0,252.0,826.0,249.0,5.015,220900.0,<1H OCEAN --118.57,34.22,27.0,2795.0,606.0,1702.0,586.0,3.7798,258400.0,<1H OCEAN --118.57,34.21,23.0,4891.0,793.0,2447.0,765.0,5.8798,270500.0,<1H OCEAN --118.57,34.22,17.0,3262.0,753.0,1879.0,708.0,4.1359,255200.0,<1H OCEAN --118.58,34.21,13.0,6227.0,1317.0,3739.0,1226.0,4.0313,299300.0,<1H OCEAN --118.58,34.22,35.0,2560.0,441.0,1428.0,468.0,5.6345,228200.0,<1H OCEAN --118.58,34.21,27.0,2209.0,353.0,1034.0,344.0,4.7125,250900.0,<1H OCEAN --118.59,34.21,34.0,1943.0,320.0,895.0,305.0,5.0462,227700.0,<1H OCEAN --118.59,34.21,34.0,2389.0,521.0,1560.0,514.0,4.8333,225400.0,<1H OCEAN --118.6,34.21,21.0,9512.0,2560.0,7282.0,2387.0,2.8039,227500.0,<1H OCEAN --118.61,34.21,34.0,3494.0,557.0,1861.0,576.0,5.6407,251500.0,<1H OCEAN --118.62,34.22,33.0,1636.0,275.0,866.0,289.0,5.6356,241300.0,<1H OCEAN --118.62,34.21,26.0,3234.0,517.0,1597.0,513.0,6.1074,258600.0,<1H OCEAN --118.62,34.22,34.0,2633.0,471.0,1313.0,428.0,4.0909,232900.0,<1H OCEAN --118.61,34.21,41.0,1058.0,228.0,778.0,245.0,3.3534,180500.0,<1H OCEAN --118.61,34.2,16.0,1718.0,467.0,896.0,475.0,3.6296,160900.0,<1H OCEAN --118.61,34.21,33.0,2609.0,431.0,1208.0,406.0,5.4527,227100.0,<1H OCEAN --118.62,34.2,23.0,3098.0,542.0,1486.0,492.0,5.7613,235800.0,<1H OCEAN --118.63,34.21,31.0,3952.0,647.0,1762.0,588.0,5.5709,244800.0,<1H OCEAN --118.64,34.22,16.0,4312.0,574.0,1902.0,574.0,8.4438,390000.0,<1H OCEAN --118.65,34.21,5.0,5429.0,665.0,2315.0,687.0,9.6465,500001.0,<1H OCEAN --118.65,34.2,23.0,7480.0,1084.0,3037.0,1058.0,6.9223,338400.0,<1H OCEAN --118.62,34.2,32.0,3233.0,553.0,1678.0,545.0,5.0025,234900.0,<1H OCEAN --118.63,34.2,19.0,7411.0,1045.0,2814.0,950.0,6.7785,336100.0,<1H OCEAN --118.59,34.21,17.0,2737.0,868.0,2924.0,785.0,2.5797,183500.0,<1H OCEAN --118.59,34.2,21.0,1789.0,,2300.0,677.0,2.754,179800.0,<1H OCEAN --118.6,34.2,10.0,2869.0,941.0,2162.0,829.0,3.2297,150000.0,<1H OCEAN --118.6,34.21,19.0,2581.0,857.0,2004.0,784.0,2.6159,182300.0,<1H OCEAN --118.56,34.2,35.0,1770.0,362.0,1083.0,355.0,5.0483,221000.0,<1H OCEAN --118.57,34.21,36.0,878.0,167.0,499.0,179.0,4.1181,190400.0,<1H OCEAN --118.57,34.2,18.0,7157.0,1869.0,4642.0,1699.0,3.1818,208000.0,<1H OCEAN --118.58,34.2,21.0,2979.0,744.0,1824.0,692.0,3.5,223700.0,<1H OCEAN --118.56,34.19,36.0,2600.0,441.0,1246.0,426.0,4.1111,215600.0,<1H OCEAN --118.57,34.2,36.0,2559.0,469.0,1358.0,445.0,4.5568,201500.0,<1H OCEAN --118.57,34.2,33.0,1759.0,311.0,943.0,315.0,5.223,209200.0,<1H OCEAN --118.58,34.2,35.0,1558.0,267.0,793.0,249.0,5.1463,220200.0,<1H OCEAN --118.58,34.2,35.0,1323.0,228.0,756.0,216.0,4.233,221300.0,<1H OCEAN --118.56,34.19,34.0,2185.0,372.0,986.0,347.0,4.8125,266700.0,<1H OCEAN --118.58,34.19,35.0,2329.0,399.0,966.0,336.0,3.8839,224900.0,<1H OCEAN --118.58,34.19,27.0,4286.0,1071.0,2863.0,1033.0,3.3125,222800.0,<1H OCEAN --118.58,34.19,15.0,3061.0,1079.0,2173.0,1078.0,2.85,187500.0,<1H OCEAN --118.58,34.18,28.0,908.0,142.0,368.0,143.0,5.6159,340500.0,<1H OCEAN --118.62,34.2,29.0,2421.0,402.0,1120.0,388.0,5.0309,244800.0,<1H OCEAN --118.62,34.18,25.0,3124.0,468.0,1241.0,439.0,6.4044,333100.0,<1H OCEAN --118.62,34.19,35.0,1934.0,307.0,905.0,315.0,5.5101,267400.0,<1H OCEAN --118.61,34.2,29.0,1673.0,284.0,794.0,270.0,5.5191,245800.0,<1H OCEAN --118.61,34.19,28.0,3824.0,749.0,1790.0,701.0,4.1154,246400.0,<1H OCEAN --118.61,34.19,34.0,703.0,127.0,369.0,127.0,4.3125,210100.0,<1H OCEAN --118.6,34.19,16.0,14912.0,4183.0,5105.0,3302.0,2.8312,213900.0,<1H OCEAN --118.63,34.19,32.0,3568.0,591.0,1741.0,563.0,5.1529,259600.0,<1H OCEAN --118.63,34.18,32.0,1646.0,242.0,697.0,233.0,6.6689,433000.0,<1H OCEAN --118.64,34.19,30.0,2399.0,373.0,1062.0,377.0,6.0094,245600.0,<1H OCEAN --118.64,34.19,33.0,3017.0,494.0,1423.0,470.0,5.6163,248400.0,<1H OCEAN --118.64,34.18,33.0,3808.0,623.0,1784.0,615.0,5.1641,263400.0,<1H OCEAN --118.64,34.19,28.0,3274.0,571.0,1424.0,521.0,4.4167,247300.0,<1H OCEAN --118.65,34.18,27.0,1793.0,339.0,1016.0,326.0,4.925,240300.0,<1H OCEAN --118.65,34.19,27.0,2772.0,511.0,1346.0,497.0,5.2016,243000.0,<1H OCEAN --118.66,34.19,23.0,7544.0,1031.0,3221.0,1043.0,7.642,374900.0,<1H OCEAN --118.63,34.17,33.0,4769.0,787.0,2019.0,743.0,5.5798,338200.0,<1H OCEAN --118.64,34.17,26.0,6767.0,903.0,2574.0,883.0,7.7846,409000.0,<1H OCEAN --118.57,34.18,36.0,2981.0,441.0,1243.0,413.0,6.5304,439800.0,<1H OCEAN --118.57,34.17,35.0,2072.0,318.0,908.0,342.0,6.0928,327300.0,<1H OCEAN --118.58,34.17,29.0,3393.0,574.0,1471.0,587.0,6.2064,334900.0,<1H OCEAN --118.59,34.18,7.0,11853.0,2691.0,4404.0,2447.0,4.2009,271300.0,<1H OCEAN --118.61,34.17,19.0,5944.0,1345.0,2372.0,1250.0,3.8819,328900.0,<1H OCEAN --118.62,34.17,32.0,1491.0,355.0,756.0,296.0,3.0404,262800.0,<1H OCEAN --118.62,34.17,34.0,3268.0,538.0,1463.0,519.0,6.8482,308300.0,<1H OCEAN --118.63,34.18,33.0,5252.0,760.0,2041.0,730.0,6.7977,389700.0,<1H OCEAN --118.65,34.18,26.0,4607.0,656.0,1769.0,643.0,7.4918,367600.0,<1H OCEAN --118.66,34.18,25.0,6612.0,857.0,2519.0,843.0,8.3912,419000.0,<1H OCEAN --118.61,34.17,31.0,1689.0,362.0,705.0,360.0,4.0,278500.0,<1H OCEAN --118.61,34.15,32.0,4491.0,815.0,1696.0,749.0,4.9102,319100.0,<1H OCEAN --118.61,34.16,29.0,4364.0,647.0,1550.0,624.0,6.8107,367400.0,<1H OCEAN --118.63,34.16,33.0,2896.0,455.0,1116.0,411.0,6.0192,347700.0,<1H OCEAN --118.63,34.16,30.0,3346.0,487.0,1296.0,495.0,7.457,392700.0,<1H OCEAN --118.62,34.15,26.0,5661.0,791.0,2493.0,780.0,7.9814,409900.0,<1H OCEAN --118.57,34.17,31.0,1950.0,383.0,870.0,357.0,3.1875,500001.0,<1H OCEAN --118.58,34.17,18.0,6476.0,1082.0,2413.0,958.0,5.6327,500001.0,<1H OCEAN --118.59,34.17,36.0,1887.0,359.0,761.0,329.0,5.4847,296000.0,<1H OCEAN --118.6,34.16,37.0,3441.0,584.0,1283.0,544.0,4.1656,313100.0,<1H OCEAN --118.6,34.16,32.0,3999.0,667.0,1628.0,631.0,6.0794,338500.0,<1H OCEAN --118.57,34.15,22.0,5791.0,706.0,2059.0,673.0,10.9201,500001.0,<1H OCEAN --118.58,34.15,21.0,3856.0,547.0,1422.0,535.0,8.4196,450700.0,<1H OCEAN --118.59,34.15,29.0,2023.0,330.0,747.0,304.0,6.7694,369700.0,<1H OCEAN --118.6,34.15,28.0,4570.0,744.0,1693.0,695.0,6.14,361900.0,<1H OCEAN --118.59,34.14,19.0,1303.0,155.0,450.0,145.0,10.5511,483100.0,<1H OCEAN --118.49,34.18,31.0,3073.0,674.0,1486.0,684.0,4.8984,311700.0,<1H OCEAN --118.51,34.18,37.0,1893.0,365.0,911.0,324.0,4.8036,295300.0,<1H OCEAN --118.51,34.17,31.0,3252.0,834.0,1411.0,760.0,3.1885,219000.0,<1H OCEAN --118.52,34.18,43.0,1700.0,380.0,930.0,349.0,3.675,213100.0,<1H OCEAN --118.52,34.18,46.0,2082.0,438.0,1047.0,393.0,3.6534,216000.0,<1H OCEAN --118.52,34.18,42.0,1611.0,410.0,879.0,386.0,3.1923,221800.0,<1H OCEAN --118.53,34.17,18.0,6430.0,1412.0,2897.0,1348.0,3.855,243800.0,<1H OCEAN --118.54,34.17,11.0,1080.0,174.0,386.0,160.0,6.1274,315900.0,<1H OCEAN --118.55,34.18,32.0,3011.0,529.0,1287.0,525.0,5.0605,311000.0,<1H OCEAN --118.56,34.18,39.0,1819.0,291.0,770.0,278.0,5.4088,457300.0,<1H OCEAN --118.54,34.18,17.0,7214.0,1994.0,4100.0,1823.0,3.0943,174500.0,<1H OCEAN --118.53,34.18,16.0,7194.0,1976.0,3687.0,1894.0,3.1887,189300.0,<1H OCEAN --118.54,34.17,34.0,2458.0,433.0,1034.0,373.0,5.6738,443600.0,<1H OCEAN --118.54,34.17,25.0,3352.0,891.0,1815.0,860.0,2.8528,425000.0,<1H OCEAN --118.55,34.17,36.0,2127.0,297.0,761.0,274.0,7.8392,500001.0,<1H OCEAN --118.56,34.17,35.0,2987.0,391.0,1244.0,387.0,7.1322,500001.0,<1H OCEAN --118.52,34.17,20.0,17377.0,4457.0,7450.0,4204.0,3.2154,259600.0,<1H OCEAN --118.52,34.16,39.0,2693.0,478.0,1219.0,435.0,5.17,335400.0,<1H OCEAN --118.53,34.16,32.0,3554.0,762.0,1623.0,750.0,3.6141,290600.0,<1H OCEAN --118.51,34.16,23.0,11154.0,1995.0,4076.0,1809.0,5.4609,500001.0,<1H OCEAN --118.48,34.16,32.0,2108.0,309.0,769.0,274.0,8.7172,500001.0,<1H OCEAN --118.49,34.16,37.0,3333.0,488.0,1171.0,485.0,6.4958,500001.0,<1H OCEAN --118.5,34.16,34.0,3547.0,523.0,1187.0,500.0,7.139,424000.0,<1H OCEAN --118.5,34.15,33.0,3104.0,387.0,1111.0,376.0,13.4196,500001.0,<1H OCEAN --118.5,34.17,37.0,880.0,,369.0,155.0,4.1429,303600.0,<1H OCEAN --118.49,34.15,33.0,2829.0,360.0,1010.0,363.0,10.3587,500001.0,<1H OCEAN --118.49,34.14,28.0,3539.0,441.0,1190.0,421.0,10.6796,500001.0,<1H OCEAN --118.49,34.13,24.0,4394.0,,1443.0,528.0,11.2979,500001.0,<1H OCEAN --118.51,34.14,28.0,6748.0,904.0,2431.0,876.0,12.8879,500001.0,<1H OCEAN --118.53,34.14,28.0,6920.0,906.0,2515.0,860.0,9.2189,500001.0,<1H OCEAN --118.54,34.15,26.0,10111.0,1295.0,3599.0,1257.0,10.2292,500001.0,<1H OCEAN --118.56,34.14,23.0,9657.0,1189.0,3585.0,1162.0,10.4399,500001.0,<1H OCEAN --118.43,34.15,28.0,6270.0,1706.0,2549.0,1497.0,3.2241,295800.0,<1H OCEAN --118.43,34.15,42.0,1293.0,214.0,459.0,217.0,7.672,467600.0,<1H OCEAN --118.43,34.15,26.0,2900.0,667.0,1090.0,590.0,3.7125,447400.0,<1H OCEAN --118.43,34.15,31.0,1856.0,425.0,795.0,426.0,2.8448,360600.0,<1H OCEAN --118.44,34.15,29.0,5474.0,1457.0,2352.0,1326.0,3.415,382500.0,<1H OCEAN --118.44,34.15,44.0,1778.0,251.0,641.0,251.0,10.0549,500001.0,<1H OCEAN --118.44,34.15,15.0,4420.0,1076.0,1669.0,1016.0,4.6375,359100.0,<1H OCEAN --118.44,34.15,37.0,1335.0,286.0,539.0,279.0,3.2813,301700.0,<1H OCEAN --118.44,34.15,38.0,1387.0,337.0,713.0,343.0,2.9352,304500.0,<1H OCEAN --118.45,34.16,22.0,7828.0,2038.0,3303.0,1922.0,3.6171,318300.0,<1H OCEAN --118.45,34.15,10.0,1091.0,260.0,517.0,266.0,4.1727,332600.0,<1H OCEAN --118.45,34.15,20.0,3876.0,799.0,1334.0,753.0,4.5656,478400.0,<1H OCEAN --118.46,34.16,38.0,1495.0,300.0,598.0,280.0,3.4698,265400.0,<1H OCEAN --118.46,34.16,16.0,4590.0,1200.0,2195.0,1139.0,3.8273,334900.0,<1H OCEAN --118.47,34.15,7.0,6306.0,1473.0,2381.0,1299.0,4.642,457300.0,<1H OCEAN --118.47,34.16,30.0,3823.0,740.0,1449.0,612.0,4.6,392500.0,<1H OCEAN --118.47,34.15,43.0,804.0,117.0,267.0,110.0,8.2269,500001.0,<1H OCEAN --118.48,34.15,31.0,2536.0,429.0,990.0,424.0,5.4591,495500.0,<1H OCEAN --118.48,34.16,30.0,3507.0,536.0,1427.0,525.0,6.7082,500001.0,<1H OCEAN --118.48,34.14,31.0,9320.0,1143.0,2980.0,1109.0,10.3599,500001.0,<1H OCEAN --118.46,34.14,34.0,5264.0,771.0,1738.0,753.0,8.8115,500001.0,<1H OCEAN --118.47,34.14,36.0,2873.0,420.0,850.0,379.0,8.153,500001.0,<1H OCEAN --118.47,34.14,34.0,3646.0,610.0,1390.0,607.0,7.629,500001.0,<1H OCEAN --118.43,34.14,44.0,1693.0,239.0,498.0,216.0,10.9237,500001.0,<1H OCEAN --118.43,34.13,37.0,4400.0,695.0,1521.0,666.0,8.2954,500001.0,<1H OCEAN --118.45,34.14,33.0,1741.0,274.0,588.0,267.0,7.9625,490800.0,<1H OCEAN --118.35,34.15,52.0,1680.0,238.0,493.0,211.0,9.042,500001.0,<1H OCEAN --118.36,34.15,41.0,3545.0,698.0,1221.0,651.0,4.3,500001.0,<1H OCEAN --118.36,34.15,34.0,3659.0,921.0,1338.0,835.0,3.6202,366100.0,<1H OCEAN --118.37,34.15,23.0,4604.0,1319.0,2391.0,1227.0,3.1373,263100.0,<1H OCEAN --118.37,34.15,29.0,2630.0,617.0,1071.0,573.0,3.3669,376100.0,<1H OCEAN --118.38,34.16,42.0,2358.0,546.0,1065.0,523.0,3.1289,320600.0,<1H OCEAN --118.38,34.15,36.0,2933.0,619.0,1115.0,579.0,4.3036,365900.0,<1H OCEAN --118.39,34.15,29.0,3110.0,650.0,1212.0,642.0,4.2031,394400.0,<1H OCEAN --118.39,34.15,29.0,917.0,181.0,379.0,183.0,3.4612,425000.0,<1H OCEAN --118.39,34.16,20.0,4084.0,1062.0,1637.0,987.0,3.2388,256300.0,<1H OCEAN --118.4,34.15,31.0,3881.0,909.0,1535.0,846.0,3.0398,369100.0,<1H OCEAN --118.41,34.15,33.0,4032.0,868.0,1695.0,869.0,4.3468,425900.0,<1H OCEAN --118.42,34.15,48.0,680.0,131.0,268.0,126.0,4.615,371400.0,<1H OCEAN --118.42,34.15,18.0,1880.0,420.0,681.0,333.0,4.3214,372300.0,<1H OCEAN --118.42,34.15,31.0,1861.0,430.0,736.0,360.0,5.2853,355900.0,<1H OCEAN --118.42,34.16,17.0,277.0,70.0,119.0,59.0,4.0208,341700.0,<1H OCEAN --118.42,34.16,46.0,54.0,9.0,20.0,6.0,0.536,375000.0,<1H OCEAN --118.4,34.15,41.0,2394.0,500.0,837.0,417.0,4.3889,380400.0,<1H OCEAN --118.4,34.15,44.0,2515.0,510.0,967.0,484.0,5.0754,374500.0,<1H OCEAN --118.41,34.15,24.0,3891.0,866.0,1568.0,830.0,4.1656,364700.0,<1H OCEAN --118.41,34.15,46.0,1628.0,259.0,500.0,258.0,6.083,424000.0,<1H OCEAN --118.36,34.14,30.0,1376.0,317.0,629.0,320.0,3.6823,295200.0,<1H OCEAN --118.37,34.14,8.0,4382.0,1560.0,2138.0,1411.0,3.5714,197900.0,<1H OCEAN --118.37,34.14,21.0,4670.0,1161.0,1914.0,1094.0,3.7986,367700.0,<1H OCEAN --118.38,34.14,42.0,1253.0,225.0,492.0,224.0,7.7112,386700.0,<1H OCEAN --118.39,34.14,19.0,5076.0,1034.0,2021.0,960.0,5.5683,309200.0,<1H OCEAN --118.39,34.15,36.0,2696.0,713.0,905.0,659.0,3.1146,373500.0,<1H OCEAN --118.35,34.13,39.0,1610.0,278.0,511.0,278.0,4.3333,385900.0,<1H OCEAN --118.34,34.12,41.0,3257.0,679.0,1237.0,638.0,4.2415,409600.0,<1H OCEAN --118.36,34.13,36.0,6871.0,1180.0,2216.0,1130.0,8.0499,495600.0,<1H OCEAN --118.37,34.14,23.0,1883.0,512.0,774.0,478.0,3.5096,396400.0,<1H OCEAN --118.37,34.13,28.0,4287.0,627.0,1498.0,615.0,8.5677,500001.0,<1H OCEAN --118.39,34.14,34.0,4624.0,781.0,1572.0,719.0,6.5533,500001.0,<1H OCEAN --118.38,34.14,40.0,1965.0,354.0,666.0,357.0,6.0876,483800.0,<1H OCEAN --118.4,34.13,32.0,8262.0,1156.0,2712.0,1125.0,10.5575,500001.0,<1H OCEAN --118.4,34.14,52.0,1695.0,281.0,595.0,264.0,6.0678,399300.0,<1H OCEAN --118.4,34.14,45.0,417.0,89.0,187.0,88.0,5.1377,360700.0,<1H OCEAN --118.41,34.14,33.0,778.0,143.0,258.0,130.0,5.738,497600.0,<1H OCEAN --118.42,34.14,27.0,3990.0,892.0,1417.0,800.0,4.0439,500001.0,<1H OCEAN --118.42,34.13,38.0,3830.0,518.0,1292.0,516.0,12.7823,500001.0,<1H OCEAN --118.22,34.14,52.0,2298.0,406.0,1203.0,387.0,5.5291,274600.0,<1H OCEAN --118.22,34.14,52.0,1388.0,271.0,735.0,239.0,3.7404,247700.0,<1H OCEAN --118.2,34.14,52.0,3800.0,646.0,1842.0,620.0,5.5524,293900.0,<1H OCEAN --118.19,34.14,46.0,2387.0,488.0,1181.0,456.0,3.6058,257900.0,<1H OCEAN --118.19,34.14,38.0,1826.0,300.0,793.0,297.0,5.2962,291500.0,<1H OCEAN --118.23,34.14,39.0,277.0,89.0,182.0,91.0,2.3958,175000.0,<1H OCEAN --118.22,34.14,50.0,3657.0,708.0,1725.0,644.0,5.5456,258100.0,<1H OCEAN --118.22,34.13,35.0,2983.0,526.0,1614.0,543.0,5.7794,272400.0,<1H OCEAN --118.2,34.14,52.0,2090.0,466.0,1219.0,390.0,4.0909,204200.0,<1H OCEAN --118.21,34.14,44.0,1681.0,407.0,1105.0,387.0,3.2222,186500.0,<1H OCEAN --118.21,34.14,25.0,1908.0,628.0,1412.0,588.0,2.2267,189800.0,<1H OCEAN --118.2,34.14,51.0,1941.0,378.0,1012.0,371.0,3.9375,217000.0,<1H OCEAN --118.19,34.14,47.0,2525.0,523.0,1514.0,498.0,4.3359,209200.0,<1H OCEAN --118.19,34.13,52.0,2012.0,458.0,1314.0,434.0,3.925,180400.0,<1H OCEAN --118.2,34.13,52.0,2035.0,459.0,2589.0,438.0,3.5349,193600.0,<1H OCEAN --118.21,34.13,52.0,2465.0,611.0,1433.0,570.0,3.25,214200.0,<1H OCEAN --118.22,34.13,47.0,1585.0,420.0,949.0,366.0,2.7098,173800.0,<1H OCEAN --118.22,34.13,52.0,791.0,174.0,501.0,162.0,3.3542,178100.0,<1H OCEAN --118.18,34.13,52.0,2228.0,475.0,1311.0,452.0,3.5341,182100.0,<1H OCEAN --118.18,34.12,52.0,1081.0,311.0,904.0,283.0,1.9219,165100.0,<1H OCEAN --118.18,34.12,45.0,2397.0,488.0,1569.0,471.0,4.21,167900.0,<1H OCEAN --118.17,34.12,35.0,2568.0,672.0,1696.0,605.0,2.9154,169200.0,<1H OCEAN --118.18,34.12,29.0,2640.0,737.0,1795.0,655.0,2.369,173400.0,<1H OCEAN --118.17,34.12,30.0,3376.0,720.0,1990.0,725.0,3.7813,232000.0,<1H OCEAN --118.19,34.13,50.0,1309.0,302.0,883.0,293.0,3.1287,198000.0,<1H OCEAN --118.19,34.12,52.0,679.0,132.0,483.0,163.0,4.2344,162500.0,<1H OCEAN --118.19,34.12,41.0,2591.0,682.0,2366.0,583.0,2.3071,146400.0,<1H OCEAN --118.19,34.12,44.0,1219.0,324.0,1036.0,282.0,4.0417,170600.0,<1H OCEAN --118.19,34.12,36.0,2833.0,720.0,2148.0,709.0,2.7012,172100.0,<1H OCEAN --118.2,34.13,30.0,3369.0,824.0,2032.0,795.0,4.0052,196400.0,<1H OCEAN --118.2,34.13,50.0,2929.0,588.0,1931.0,574.0,3.3438,173600.0,<1H OCEAN --118.2,34.12,52.0,1580.0,426.0,1462.0,406.0,3.3326,167600.0,<1H OCEAN --118.2,34.12,41.0,1908.0,503.0,1557.0,453.0,2.9194,162000.0,<1H OCEAN --118.21,34.12,52.0,1590.0,360.0,1127.0,321.0,3.4625,173900.0,<1H OCEAN --118.21,34.12,41.0,1904.0,514.0,1666.0,498.0,3.6845,175800.0,<1H OCEAN --118.21,34.12,52.0,1301.0,389.0,1189.0,361.0,2.5139,190000.0,<1H OCEAN --118.2,34.11,52.0,678.0,173.0,791.0,186.0,4.0625,171300.0,<1H OCEAN --118.2,34.11,46.0,3659.0,1068.0,4153.0,993.0,2.5211,162900.0,<1H OCEAN --118.2,34.11,52.0,1901.0,525.0,1856.0,480.0,3.0,156400.0,<1H OCEAN --118.2,34.12,44.0,1565.0,398.0,1500.0,407.0,2.8125,155600.0,<1H OCEAN --118.19,34.12,46.0,3387.0,820.0,2833.0,813.0,2.987,176900.0,<1H OCEAN --118.19,34.11,40.0,1266.0,348.0,1032.0,315.0,2.1667,150000.0,<1H OCEAN --118.19,34.12,35.0,2524.0,749.0,2487.0,679.0,2.4932,167700.0,<1H OCEAN --118.18,34.11,33.0,1523.0,391.0,753.0,298.0,2.6591,183800.0,<1H OCEAN --118.18,34.11,44.0,1346.0,398.0,1204.0,344.0,2.3984,152200.0,<1H OCEAN --118.19,34.11,38.0,1158.0,309.0,1051.0,322.0,2.286,169300.0,<1H OCEAN --118.19,34.11,26.0,1638.0,457.0,1155.0,437.0,3.4227,143800.0,<1H OCEAN --118.19,34.1,42.0,1577.0,379.0,1317.0,378.0,3.2121,153900.0,<1H OCEAN --118.2,34.11,36.0,1441.0,534.0,1809.0,500.0,2.1793,185700.0,<1H OCEAN --118.2,34.11,37.0,2040.0,611.0,1698.0,545.0,1.9355,166300.0,<1H OCEAN --118.2,34.1,30.0,3643.0,1197.0,4336.0,1163.0,2.07,154500.0,<1H OCEAN --118.21,34.11,32.0,2759.0,499.0,1661.0,533.0,4.3812,228200.0,<1H OCEAN --118.21,34.1,40.0,1684.0,316.0,795.0,330.0,5.2723,218300.0,<1H OCEAN --118.21,34.1,47.0,5077.0,1271.0,3348.0,1106.0,3.0377,186800.0,<1H OCEAN --118.22,34.1,35.0,4003.0,788.0,2785.0,764.0,4.1213,252100.0,<1H OCEAN --118.23,34.1,38.0,1051.0,249.0,799.0,229.0,2.712,143800.0,<1H OCEAN --118.23,34.1,46.0,2483.0,587.0,2121.0,553.0,2.2788,152900.0,<1H OCEAN --118.21,34.1,36.0,2000.0,533.0,1234.0,535.0,3.7437,241700.0,<1H OCEAN --118.21,34.09,34.0,1660.0,412.0,1678.0,382.0,2.7708,148200.0,<1H OCEAN --118.22,34.1,33.0,1903.0,386.0,1187.0,340.0,4.0469,196600.0,<1H OCEAN --118.23,34.1,41.0,1353.0,379.0,1536.0,416.0,2.1687,157000.0,<1H OCEAN --118.22,34.09,42.0,1706.0,488.0,1941.0,447.0,2.5213,149700.0,<1H OCEAN --118.22,34.09,36.0,1427.0,415.0,1835.0,410.0,2.48,138900.0,<1H OCEAN --118.22,34.09,45.0,1072.0,275.0,996.0,243.0,2.8194,165000.0,<1H OCEAN --118.23,34.09,41.0,438.0,201.0,690.0,161.0,2.0476,181300.0,<1H OCEAN --118.23,34.13,47.0,1162.0,235.0,781.0,268.0,4.6528,244400.0,<1H OCEAN --118.23,34.13,48.0,737.0,166.0,462.0,131.0,3.5893,212500.0,<1H OCEAN --118.22,34.13,40.0,2749.0,580.0,1375.0,511.0,4.825,205800.0,<1H OCEAN --118.23,34.13,34.0,609.0,149.0,407.0,145.0,4.5766,185800.0,<1H OCEAN --118.23,34.13,48.0,1308.0,,835.0,294.0,4.2891,214800.0,<1H OCEAN --118.23,34.13,37.0,1799.0,426.0,1088.0,417.0,2.975,244500.0,<1H OCEAN --118.22,34.12,28.0,3306.0,1025.0,2670.0,942.0,3.0919,185400.0,<1H OCEAN --118.21,34.12,35.0,1937.0,439.0,1523.0,412.0,3.5638,170500.0,<1H OCEAN --118.22,34.11,36.0,2870.0,529.0,1371.0,565.0,5.2083,220900.0,<1H OCEAN --118.22,34.12,37.0,1298.0,242.0,750.0,255.0,5.2049,240800.0,<1H OCEAN --118.23,34.12,28.0,1546.0,465.0,974.0,408.0,2.2843,183800.0,<1H OCEAN --118.24,34.12,41.0,1213.0,301.0,801.0,300.0,3.1806,204200.0,<1H OCEAN --118.23,34.12,32.0,2094.0,491.0,1413.0,479.0,4.5089,221100.0,<1H OCEAN --118.23,34.11,31.0,1021.0,191.0,495.0,191.0,5.5051,223500.0,<1H OCEAN --118.23,34.11,35.0,4148.0,971.0,3220.0,892.0,3.3389,187100.0,<1H OCEAN --118.25,34.12,11.0,1281.0,418.0,1584.0,330.0,2.8889,153100.0,<1H OCEAN --118.24,34.12,29.0,2904.0,892.0,3320.0,765.0,2.6111,168800.0,<1H OCEAN --118.24,34.12,34.0,80.0,26.0,125.0,35.0,0.8907,154200.0,<1H OCEAN --118.24,34.11,50.0,2141.0,451.0,1777.0,426.0,2.7679,178800.0,<1H OCEAN --118.24,34.11,39.0,1148.0,348.0,1161.0,333.0,2.2167,176700.0,<1H OCEAN --118.23,34.11,33.0,2612.0,646.0,2496.0,606.0,3.133,156000.0,<1H OCEAN --118.26,34.12,45.0,2839.0,698.0,1768.0,653.0,3.1306,214000.0,<1H OCEAN --118.26,34.11,47.0,2183.0,510.0,1445.0,503.0,3.6667,210900.0,<1H OCEAN --118.25,34.11,43.0,2230.0,583.0,1667.0,543.0,2.8667,217800.0,<1H OCEAN --118.25,34.11,43.0,2222.0,635.0,1817.0,606.0,2.7466,208900.0,<1H OCEAN --118.25,34.11,39.0,1415.0,369.0,1467.0,351.0,3.015,156300.0,<1H OCEAN --118.24,34.1,42.0,1525.0,456.0,1688.0,432.0,3.1691,141300.0,<1H OCEAN --118.25,34.11,52.0,125.0,42.0,99.0,40.0,3.4375,170000.0,<1H OCEAN --118.25,34.1,42.0,598.0,147.0,312.0,144.0,2.625,164300.0,<1H OCEAN --118.25,34.1,42.0,4198.0,956.0,1935.0,878.0,3.7184,277300.0,<1H OCEAN --118.26,34.11,52.0,1740.0,402.0,749.0,335.0,3.5673,270700.0,<1H OCEAN --118.27,34.14,29.0,3768.0,1211.0,2320.0,1030.0,2.7685,204500.0,<1H OCEAN --118.27,34.13,47.0,1375.0,359.0,1512.0,418.0,2.1071,208900.0,<1H OCEAN --118.27,34.13,46.0,1613.0,396.0,966.0,416.0,2.9392,230300.0,<1H OCEAN --118.27,34.11,36.0,1832.0,539.0,934.0,486.0,3.0521,276600.0,<1H OCEAN --118.27,34.11,39.0,3825.0,916.0,1378.0,746.0,4.4094,352600.0,<1H OCEAN --118.28,34.11,38.0,4453.0,1156.0,1830.0,1099.0,3.6181,495600.0,<1H OCEAN --118.28,34.11,45.0,1607.0,331.0,633.0,332.0,3.1445,438300.0,<1H OCEAN --118.28,34.12,50.0,2384.0,312.0,836.0,337.0,12.8763,500001.0,<1H OCEAN --118.26,34.12,52.0,1942.0,476.0,1375.0,477.0,2.7348,209100.0,<1H OCEAN --118.26,34.12,52.0,2290.0,520.0,1278.0,485.0,3.8393,238200.0,<1H OCEAN --118.27,34.12,50.0,2037.0,440.0,1089.0,417.0,3.575,230600.0,<1H OCEAN --118.29,34.11,30.0,2774.0,570.0,1076.0,580.0,5.296,500001.0,<1H OCEAN --118.29,34.11,40.0,2681.0,737.0,1144.0,669.0,3.0461,264300.0,<1H OCEAN --118.29,34.1,39.0,2196.0,582.0,1165.0,538.0,2.9417,254200.0,<1H OCEAN --118.29,34.1,43.0,1711.0,443.0,1190.0,429.0,3.5172,265500.0,<1H OCEAN --118.29,34.11,24.0,3696.0,1125.0,1685.0,1031.0,2.3789,266700.0,<1H OCEAN --118.29,34.11,49.0,2850.0,379.0,1113.0,380.0,12.9591,500001.0,<1H OCEAN --118.29,34.11,48.0,1448.0,295.0,681.0,287.0,3.2333,436400.0,<1H OCEAN --118.3,34.11,52.0,3136.0,675.0,1213.0,606.0,3.5806,391900.0,<1H OCEAN --118.3,34.1,37.0,5305.0,1980.0,3895.0,1874.0,2.0672,283300.0,<1H OCEAN --118.3,34.11,25.0,1590.0,218.0,568.0,206.0,8.4389,500001.0,<1H OCEAN --118.3,34.11,52.0,1954.0,245.0,645.0,237.0,6.9391,500001.0,<1H OCEAN --118.31,34.11,52.0,1875.0,303.0,735.0,293.0,5.8659,433300.0,<1H OCEAN --118.31,34.12,39.0,3895.0,561.0,1271.0,536.0,8.0073,500001.0,<1H OCEAN --118.31,34.13,40.0,2822.0,443.0,907.0,414.0,7.2692,498700.0,<1H OCEAN --118.32,34.12,52.0,3410.0,800.0,1218.0,783.0,4.15,393500.0,<1H OCEAN --118.32,34.11,42.0,2462.0,543.0,857.0,482.0,4.0833,434400.0,<1H OCEAN --118.32,34.11,33.0,5135.0,1450.0,2404.0,1292.0,3.2462,435700.0,<1H OCEAN --118.32,34.11,48.0,4472.0,1579.0,2796.0,1397.0,2.3974,410700.0,<1H OCEAN --118.33,34.11,38.0,3495.0,1100.0,1939.0,994.0,2.2148,438300.0,<1H OCEAN --118.33,34.11,48.0,1601.0,464.0,784.0,461.0,3.0642,342900.0,<1H OCEAN --118.33,34.11,37.0,2330.0,434.0,846.0,457.0,8.2335,430200.0,<1H OCEAN --118.32,34.13,34.0,1856.0,273.0,540.0,264.0,4.0833,500001.0,<1H OCEAN --118.33,34.12,23.0,1894.0,416.0,769.0,392.0,6.0352,500001.0,<1H OCEAN --118.34,34.13,45.0,2375.0,417.0,751.0,410.0,6.6739,500001.0,<1H OCEAN --118.32,34.14,23.0,4574.0,1423.0,1624.0,995.0,4.0965,500001.0,<1H OCEAN --118.34,34.11,40.0,5485.0,1242.0,2034.0,1133.0,3.6974,500001.0,<1H OCEAN --118.35,34.1,26.0,3977.0,1050.0,1720.0,935.0,3.358,364500.0,<1H OCEAN --118.36,34.1,52.0,1295.0,281.0,578.0,273.0,2.976,405100.0,<1H OCEAN --118.36,34.1,52.0,1096.0,247.0,423.0,230.0,3.0179,500001.0,<1H OCEAN --118.35,34.1,18.0,7432.0,2793.0,3596.0,2270.0,2.8036,225000.0,<1H OCEAN --118.35,34.1,16.0,2930.0,1038.0,1648.0,980.0,2.6458,372200.0,<1H OCEAN --118.35,34.1,20.0,2745.0,782.0,1161.0,739.0,3.9044,436400.0,<1H OCEAN --118.35,34.1,18.0,4109.0,1301.0,2103.0,1116.0,2.325,250000.0,<1H OCEAN --118.35,34.1,24.0,5477.0,1803.0,2863.0,1755.0,1.845,237500.0,<1H OCEAN --118.34,34.11,51.0,937.0,348.0,527.0,333.0,4.3571,468800.0,<1H OCEAN --118.34,34.1,29.0,3193.0,1452.0,2039.0,1265.0,1.8209,500001.0,<1H OCEAN --118.34,34.1,24.0,1996.0,791.0,1215.0,672.0,1.5429,325000.0,<1H OCEAN --118.34,34.1,28.0,2223.0,752.0,1271.0,684.0,2.5434,232100.0,<1H OCEAN --118.33,34.1,30.0,5293.0,2446.0,4123.0,2127.0,1.51,187500.0,<1H OCEAN --118.33,34.1,43.0,2732.0,1646.0,3049.0,1429.0,1.3157,333300.0,<1H OCEAN --118.31,34.1,40.0,4984.0,2158.0,4828.0,2028.0,1.6903,350000.0,<1H OCEAN --118.32,34.1,28.0,1759.0,716.0,1463.0,620.0,1.7306,450000.0,<1H OCEAN --118.3,34.1,35.0,7517.0,2961.0,5899.0,2769.0,1.9354,340000.0,<1H OCEAN --118.3,34.1,25.0,3926.0,1715.0,4865.0,1612.0,1.6112,262500.0,<1H OCEAN --118.31,34.1,36.0,2288.0,1033.0,3030.0,890.0,1.5328,250000.0,<1H OCEAN --118.31,34.1,33.0,766.0,347.0,918.0,305.0,1.705,350000.0,<1H OCEAN --118.33,34.1,48.0,1116.0,524.0,1610.0,483.0,1.625,237500.0,<1H OCEAN --118.33,34.1,45.0,1913.0,696.0,1552.0,611.0,2.0888,237500.0,<1H OCEAN --118.32,34.1,43.0,1615.0,734.0,1460.0,644.0,1.4005,193800.0,<1H OCEAN --118.32,34.09,34.0,2473.0,1171.0,2655.0,1083.0,1.6331,162500.0,<1H OCEAN --118.33,34.09,30.0,1679.0,682.0,1445.0,579.0,2.1403,200000.0,<1H OCEAN --118.33,34.1,29.0,732.0,288.0,691.0,278.0,2.1866,250000.0,<1H OCEAN --118.31,34.1,34.0,399.0,141.0,482.0,134.0,1.625,67500.0,<1H OCEAN --118.31,34.09,34.0,2065.0,839.0,2626.0,775.0,1.8214,211100.0,<1H OCEAN --118.31,34.09,28.0,720.0,267.0,891.0,265.0,1.8977,100000.0,<1H OCEAN --118.31,34.09,37.0,773.0,,835.0,312.0,1.8576,193800.0,<1H OCEAN --118.32,34.09,32.0,563.0,191.0,626.0,185.0,2.0341,250000.0,<1H OCEAN --118.32,34.09,27.0,210.0,98.0,332.0,112.0,2.5556,175000.0,<1H OCEAN --118.32,34.1,36.0,1655.0,690.0,1957.0,633.0,1.7325,221900.0,<1H OCEAN --118.32,34.09,34.0,1478.0,675.0,1976.0,653.0,2.0557,225000.0,<1H OCEAN --118.32,34.1,31.0,622.0,229.0,597.0,227.0,1.5284,200000.0,<1H OCEAN --118.32,34.1,30.0,2193.0,965.0,2197.0,836.0,1.8277,137500.0,<1H OCEAN --118.32,34.1,52.0,786.0,270.0,756.0,273.0,2.2311,206300.0,<1H OCEAN --118.3,34.1,29.0,3403.0,1367.0,3432.0,1174.0,1.7083,166700.0,<1H OCEAN --118.3,34.09,40.0,3058.0,1215.0,3953.0,1223.0,1.8156,218800.0,<1H OCEAN --118.31,34.09,36.0,787.0,420.0,1506.0,360.0,1.2412,216700.0,<1H OCEAN --118.3,34.1,38.0,2067.0,914.0,2717.0,853.0,1.7641,250000.0,<1H OCEAN --118.3,34.1,36.0,2284.0,899.0,1964.0,839.0,1.9297,203300.0,<1H OCEAN --118.29,34.09,34.0,2716.0,1114.0,2991.0,1021.0,1.7514,187500.0,<1H OCEAN --118.3,34.09,36.0,2332.0,993.0,3155.0,927.0,2.2612,230400.0,<1H OCEAN --118.29,34.1,39.0,631.0,298.0,744.0,274.0,2.7054,162500.0,<1H OCEAN --118.29,34.09,29.0,2240.0,792.0,2254.0,739.0,2.3317,172500.0,<1H OCEAN --118.28,34.09,38.0,790.0,275.0,664.0,194.0,3.0357,175000.0,<1H OCEAN --118.29,34.09,43.0,1583.0,658.0,1941.0,614.0,1.9835,225000.0,<1H OCEAN --118.29,34.09,28.0,1562.0,648.0,1974.0,597.0,1.9766,112500.0,<1H OCEAN --118.29,34.09,35.0,2198.0,998.0,3441.0,912.0,2.0467,158300.0,<1H OCEAN --118.29,34.09,35.0,2624.0,1116.0,3548.0,1008.0,2.0132,198400.0,<1H OCEAN --118.29,34.09,39.0,336.0,173.0,586.0,151.0,1.8056,262500.0,<1H OCEAN --118.29,34.09,52.0,1272.0,322.0,984.0,353.0,1.9063,261600.0,<1H OCEAN --118.3,34.09,29.0,3245.0,1190.0,3906.0,1102.0,2.1927,253300.0,<1H OCEAN --118.3,34.09,25.0,2345.0,852.0,2860.0,862.0,1.4497,205600.0,<1H OCEAN --118.3,34.09,32.0,2202.0,674.0,2178.0,635.0,2.0307,226700.0,<1H OCEAN --118.31,34.09,36.0,2517.0,842.0,2446.0,689.0,2.1524,187500.0,<1H OCEAN --118.31,34.09,30.0,3165.0,1263.0,3678.0,1141.0,2.0,240600.0,<1H OCEAN --118.31,34.09,42.0,1951.0,846.0,2500.0,813.0,1.5195,218200.0,<1H OCEAN --118.32,34.09,44.0,2666.0,,2297.0,726.0,1.676,208800.0,<1H OCEAN --118.32,34.09,30.0,1871.0,766.0,2595.0,819.0,2.0044,212500.0,<1H OCEAN --118.32,34.09,28.0,2173.0,819.0,2548.0,763.0,1.879,218800.0,<1H OCEAN --118.33,34.09,36.0,654.0,186.0,416.0,138.0,3.6953,200000.0,<1H OCEAN --118.33,34.09,36.0,561.0,180.0,340.0,127.0,1.4375,165000.0,<1H OCEAN --118.33,34.09,40.0,2004.0,687.0,1514.0,542.0,1.9911,220000.0,<1H OCEAN --118.34,34.09,5.0,2665.0,954.0,1733.0,766.0,2.3568,204700.0,<1H OCEAN --118.34,34.09,14.0,3032.0,999.0,1691.0,841.0,2.2,210000.0,<1H OCEAN --118.34,34.08,50.0,3457.0,854.0,1584.0,841.0,3.1078,346700.0,<1H OCEAN --118.34,34.09,52.0,1731.0,502.0,849.0,466.0,3.2946,321600.0,<1H OCEAN --118.34,34.08,52.0,1430.0,186.0,547.0,178.0,10.3661,500001.0,<1H OCEAN --118.35,34.09,47.0,1800.0,546.0,921.0,478.0,2.8021,280600.0,<1H OCEAN --118.35,34.08,52.0,1003.0,200.0,514.0,204.0,3.8472,395700.0,<1H OCEAN --118.35,34.08,52.0,2088.0,388.0,908.0,375.0,3.8141,342000.0,<1H OCEAN --118.35,34.09,42.0,2210.0,643.0,1228.0,605.0,2.5982,315800.0,<1H OCEAN --118.35,34.08,52.0,1710.0,350.0,727.0,355.0,4.5833,333900.0,<1H OCEAN --118.36,34.08,52.0,1965.0,480.0,794.0,451.0,3.2824,304800.0,<1H OCEAN --118.32,34.08,52.0,1164.0,257.0,575.0,251.0,3.125,380400.0,<1H OCEAN --118.33,34.08,52.0,1777.0,454.0,671.0,439.0,3.5083,500001.0,<1H OCEAN --118.33,34.08,50.0,2989.0,832.0,1345.0,775.0,3.2426,442900.0,<1H OCEAN --118.31,34.08,30.0,1390.0,457.0,1460.0,423.0,2.2422,254500.0,<1H OCEAN --118.31,34.08,31.0,2275.0,823.0,2189.0,720.0,1.7542,287500.0,<1H OCEAN --118.32,34.08,46.0,2038.0,534.0,1250.0,525.0,2.4196,358100.0,<1H OCEAN --118.31,34.08,23.0,1443.0,521.0,1264.0,450.0,2.7543,220000.0,<1H OCEAN --118.32,34.08,52.0,1137.0,304.0,754.0,297.0,3.37,330300.0,<1H OCEAN --118.32,34.08,52.0,2370.0,473.0,1053.0,434.0,4.1429,380300.0,<1H OCEAN --118.3,34.08,34.0,2501.0,1047.0,3326.0,970.0,1.8771,247500.0,<1H OCEAN --118.3,34.08,36.0,1276.0,503.0,1502.0,450.0,2.1766,205600.0,<1H OCEAN --118.31,34.08,27.0,1514.0,510.0,1603.0,518.0,2.8971,251100.0,<1H OCEAN --118.31,34.08,26.0,1609.0,534.0,1868.0,497.0,2.7038,227100.0,<1H OCEAN --118.29,34.08,34.0,479.0,182.0,557.0,170.0,1.525,210000.0,<1H OCEAN --118.29,34.08,23.0,1864.0,937.0,2795.0,858.0,1.8495,212500.0,<1H OCEAN --118.3,34.08,34.0,1562.0,651.0,1774.0,559.0,1.5685,225000.0,<1H OCEAN --118.3,34.08,32.0,2880.0,1063.0,3646.0,1028.0,2.3846,258300.0,<1H OCEAN --118.29,34.08,25.0,2459.0,823.0,2635.0,763.0,2.4,173900.0,<1H OCEAN --118.29,34.08,38.0,380.0,130.0,445.0,140.0,1.9286,137500.0,<1H OCEAN --118.37,34.12,34.0,2821.0,399.0,843.0,391.0,11.615,500001.0,<1H OCEAN --118.36,34.12,26.0,3902.0,610.0,1468.0,632.0,8.5136,500001.0,<1H OCEAN --118.35,34.11,33.0,7478.0,1678.0,2701.0,1500.0,4.1717,500001.0,<1H OCEAN --118.36,34.11,35.0,3946.0,695.0,1361.0,620.0,6.5195,500001.0,<1H OCEAN --118.38,34.11,38.0,2601.0,523.0,870.0,474.0,7.1134,416700.0,<1H OCEAN --118.37,34.11,42.0,5518.0,979.0,1863.0,957.0,8.5842,500001.0,<1H OCEAN --118.36,34.1,36.0,2963.0,838.0,1129.0,745.0,2.5588,500001.0,<1H OCEAN --118.37,34.1,37.0,407.0,67.0,100.0,47.0,15.0001,500001.0,<1H OCEAN --118.38,34.1,39.0,3798.0,586.0,975.0,525.0,9.3092,500001.0,<1H OCEAN --118.39,34.1,30.0,6310.0,957.0,1776.0,880.0,8.944,500001.0,<1H OCEAN --118.39,34.09,41.0,730.0,126.0,230.0,125.0,4.3214,500001.0,<1H OCEAN --118.36,34.09,38.0,2158.0,582.0,1061.0,577.0,2.9643,355300.0,<1H OCEAN --118.36,34.08,40.0,3110.0,764.0,1557.0,763.0,1.9937,367100.0,<1H OCEAN --118.37,34.08,52.0,2946.0,695.0,1258.0,650.0,3.9783,374100.0,<1H OCEAN --118.37,34.08,22.0,3008.0,938.0,1224.0,816.0,3.2149,300000.0,<1H OCEAN --118.37,34.09,31.0,2697.0,706.0,1059.0,689.0,2.8942,500001.0,<1H OCEAN --118.36,34.08,45.0,2195.0,483.0,1265.0,455.0,3.3864,397900.0,<1H OCEAN --118.37,34.08,52.0,1466.0,254.0,600.0,253.0,5.7524,393600.0,<1H OCEAN --118.37,34.08,52.0,1234.0,223.0,543.0,213.0,6.0338,423700.0,<1H OCEAN --118.26,34.1,48.0,2566.0,571.0,1421.0,563.0,3.6579,318600.0,<1H OCEAN --118.26,34.1,52.0,1310.0,263.0,689.0,208.0,4.0721,350000.0,<1H OCEAN --118.27,34.1,51.0,3149.0,519.0,1082.0,510.0,6.4459,421600.0,<1H OCEAN --118.27,34.1,41.0,3729.0,740.0,1364.0,707.0,5.7778,412700.0,<1H OCEAN --118.27,34.11,41.0,4138.0,1130.0,1859.0,1030.0,2.978,306800.0,<1H OCEAN --118.28,34.11,46.0,1156.0,203.0,514.0,213.0,4.2019,352100.0,<1H OCEAN --118.28,34.11,52.0,2036.0,348.0,775.0,332.0,5.4122,397500.0,<1H OCEAN --118.28,34.11,52.0,1803.0,437.0,787.0,388.0,4.5781,360500.0,<1H OCEAN --118.28,34.1,44.0,2728.0,585.0,1227.0,567.0,4.0602,324000.0,<1H OCEAN --118.27,34.1,50.0,2113.0,398.0,793.0,418.0,4.7132,304600.0,<1H OCEAN --118.28,34.1,49.0,1767.0,467.0,1066.0,438.0,3.0958,210900.0,<1H OCEAN --118.28,34.1,48.0,805.0,246.0,633.0,235.0,2.3421,200000.0,<1H OCEAN --118.28,34.1,49.0,2843.0,880.0,2004.0,796.0,2.7875,217300.0,<1H OCEAN --118.27,34.09,48.0,1527.0,295.0,589.0,286.0,4.1667,344800.0,<1H OCEAN --118.27,34.09,52.0,3225.0,763.0,1559.0,710.0,3.9674,268800.0,<1H OCEAN --118.28,34.09,52.0,2273.0,663.0,1480.0,597.0,2.3333,196500.0,<1H OCEAN --118.27,34.09,52.0,2327.0,555.0,1048.0,491.0,3.7847,252300.0,<1H OCEAN --118.26,34.09,51.0,1532.0,366.0,669.0,333.0,3.6434,278800.0,<1H OCEAN --118.26,34.09,36.0,3503.0,833.0,2652.0,788.0,3.8448,241400.0,<1H OCEAN --118.27,34.09,52.0,1079.0,222.0,439.0,201.0,4.625,230800.0,<1H OCEAN --118.27,34.09,44.0,3646.0,912.0,1783.0,861.0,2.9709,225000.0,<1H OCEAN --118.26,34.08,52.0,984.0,276.0,994.0,260.0,2.3816,166700.0,<1H OCEAN --118.26,34.08,41.0,1396.0,360.0,1069.0,363.0,2.4375,203300.0,<1H OCEAN --118.26,34.08,46.0,945.0,250.0,910.0,252.0,3.5039,187500.0,<1H OCEAN --118.27,34.08,35.0,1147.0,365.0,1016.0,296.0,2.3913,198800.0,<1H OCEAN --118.26,34.07,36.0,2306.0,813.0,2823.0,765.0,2.0214,170500.0,<1H OCEAN --118.26,34.07,28.0,579.0,184.0,673.0,202.0,2.625,187500.0,<1H OCEAN --118.27,34.07,27.0,1190.0,,1795.0,422.0,1.7016,160000.0,<1H OCEAN --118.27,34.08,38.0,2265.0,801.0,2899.0,792.0,2.5521,157500.0,<1H OCEAN --118.27,34.08,46.0,3007.0,854.0,2587.0,814.0,2.7179,184300.0,<1H OCEAN --118.28,34.08,42.0,997.0,374.0,982.0,372.0,2.9423,200000.0,<1H OCEAN --118.28,34.08,52.0,2465.0,773.0,2328.0,746.0,2.6178,203100.0,<1H OCEAN --118.27,34.08,43.0,962.0,253.0,658.0,244.0,3.2386,185000.0,<1H OCEAN --118.27,34.07,38.0,1270.0,556.0,1692.0,450.0,1.87,170800.0,<1H OCEAN --118.28,34.08,42.0,1618.0,522.0,1454.0,440.0,3.1607,182000.0,<1H OCEAN --118.28,34.09,52.0,1739.0,464.0,938.0,482.0,2.4429,228800.0,<1H OCEAN --118.28,34.08,39.0,3162.0,896.0,1934.0,818.0,2.875,213500.0,<1H OCEAN --118.28,34.08,40.0,1630.0,543.0,1568.0,510.0,2.7366,169100.0,<1H OCEAN --118.28,34.09,49.0,3828.0,1197.0,2862.0,1009.0,2.4677,219200.0,<1H OCEAN --118.23,34.07,35.0,1335.0,440.0,1586.0,445.0,1.9722,156300.0,<1H OCEAN --118.23,34.07,40.0,506.0,119.0,397.0,114.0,3.1944,143800.0,<1H OCEAN --118.24,34.08,52.0,109.0,20.0,86.0,24.0,4.9844,187500.0,<1H OCEAN --118.24,34.08,52.0,137.0,26.0,65.0,24.0,4.025,137500.0,<1H OCEAN --118.23,34.09,47.0,859.0,239.0,913.0,234.0,2.6442,136100.0,<1H OCEAN --118.23,34.09,49.0,1638.0,456.0,1500.0,430.0,2.6923,150000.0,<1H OCEAN --118.23,34.09,45.0,1747.0,484.0,1680.0,441.0,2.6051,155500.0,<1H OCEAN --118.25,34.09,52.0,2050.0,429.0,957.0,418.0,3.5603,210000.0,<1H OCEAN --118.25,34.09,52.0,104.0,20.0,32.0,17.0,3.75,241700.0,<1H OCEAN --118.25,34.08,44.0,1425.0,438.0,1121.0,374.0,2.1108,200000.0,<1H OCEAN --118.25,34.08,47.0,2133.0,689.0,2104.0,662.0,2.6136,169200.0,<1H OCEAN --118.25,34.09,43.0,1903.0,635.0,1919.0,613.0,2.6336,174300.0,<1H OCEAN --118.25,34.09,52.0,1866.0,470.0,1211.0,417.0,2.935,189400.0,<1H OCEAN --118.26,34.08,50.0,1791.0,660.0,2183.0,675.0,1.7945,166700.0,<1H OCEAN --118.26,34.08,45.0,2174.0,627.0,1992.0,557.0,2.5428,167800.0,<1H OCEAN --118.25,34.09,52.0,3142.0,765.0,1728.0,682.0,3.1864,189800.0,<1H OCEAN --118.26,34.08,45.0,2225.0,827.0,2699.0,792.0,1.9209,179200.0,<1H OCEAN --118.26,34.07,46.0,2341.0,703.0,2371.0,648.0,2.4038,181700.0,<1H OCEAN --118.26,34.07,52.0,830.0,200.0,701.0,189.0,2.7625,232100.0,<1H OCEAN --118.25,34.07,47.0,2059.0,618.0,2033.0,544.0,1.9028,217900.0,<1H OCEAN --118.25,34.07,43.0,764.0,322.0,1275.0,306.0,2.0,175000.0,<1H OCEAN --118.25,34.06,20.0,41.0,17.0,87.0,25.0,1.5491,225000.0,<1H OCEAN --118.24,34.07,27.0,223.0,80.0,249.0,82.0,1.6136,137500.0,<1H OCEAN --118.25,34.07,18.0,4297.0,1420.0,4332.0,1286.0,2.2545,192500.0,<1H OCEAN --118.25,34.07,16.0,719.0,225.0,801.0,218.0,2.3942,133300.0,<1H OCEAN --118.22,34.09,40.0,1081.0,282.0,970.0,263.0,1.875,150000.0,<1H OCEAN --118.22,34.08,31.0,394.0,117.0,573.0,131.0,1.8173,154200.0,<1H OCEAN --118.22,34.08,34.0,1709.0,562.0,2105.0,503.0,1.9704,152100.0,<1H OCEAN --118.19,34.08,38.0,1241.0,298.0,1055.0,263.0,2.3409,115500.0,<1H OCEAN --118.2,34.08,49.0,1320.0,309.0,1405.0,328.0,2.4375,114000.0,<1H OCEAN --118.2,34.07,21.0,1353.0,380.0,1688.0,367.0,1.9937,139600.0,<1H OCEAN --118.2,34.07,34.0,1765.0,551.0,2203.0,500.0,2.2708,159600.0,<1H OCEAN --118.21,34.08,39.0,986.0,361.0,1347.0,299.0,2.2907,133900.0,<1H OCEAN --118.21,34.08,26.0,2574.0,807.0,3163.0,802.0,1.9495,173200.0,<1H OCEAN --118.2,34.09,39.0,1594.0,430.0,1668.0,378.0,2.5343,138200.0,<1H OCEAN --118.2,34.08,41.0,1807.0,429.0,1699.0,424.0,2.2222,126000.0,<1H OCEAN --118.19,34.1,39.0,2054.0,423.0,1205.0,403.0,4.239,213000.0,<1H OCEAN --118.21,34.08,52.0,3672.0,808.0,3062.0,764.0,2.6806,153000.0,<1H OCEAN --118.21,34.09,39.0,1287.0,353.0,1171.0,345.0,1.6118,138500.0,<1H OCEAN --118.21,34.09,39.0,1561.0,445.0,1780.0,391.0,2.4632,144200.0,<1H OCEAN --118.21,34.09,37.0,1822.0,498.0,1961.0,506.0,1.9881,159200.0,<1H OCEAN --118.22,34.07,35.0,1504.0,477.0,2059.0,498.0,2.0133,145800.0,<1H OCEAN --118.22,34.07,36.0,839.0,250.0,1079.0,245.0,1.7463,158300.0,<1H OCEAN --118.21,34.07,31.0,1077.0,300.0,1198.0,274.0,2.1333,160200.0,<1H OCEAN --118.21,34.07,52.0,1770.0,,1848.0,439.0,2.4135,167200.0,<1H OCEAN --118.21,34.07,47.0,1346.0,383.0,1452.0,371.0,1.7292,191700.0,<1H OCEAN --118.21,34.07,31.0,1453.0,404.0,1486.0,389.0,2.3859,153100.0,<1H OCEAN --118.21,34.07,42.0,902.0,318.0,1312.0,323.0,1.9375,168800.0,<1H OCEAN --118.21,34.06,29.0,1478.0,413.0,1580.0,394.0,1.8781,147500.0,<1H OCEAN --118.16,34.09,36.0,3334.0,920.0,2881.0,800.0,2.1696,170800.0,<1H OCEAN --118.17,34.1,48.0,2514.0,595.0,2484.0,601.0,3.1146,142500.0,<1H OCEAN --118.17,34.1,37.0,299.0,89.0,318.0,92.0,1.3125,145800.0,<1H OCEAN --118.17,34.09,45.0,1327.0,271.0,1069.0,284.0,3.3977,153800.0,<1H OCEAN --118.18,34.09,40.0,2744.0,708.0,2747.0,674.0,2.6226,148800.0,<1H OCEAN --118.18,34.09,44.0,1688.0,426.0,1605.0,384.0,3.3785,184900.0,<1H OCEAN --118.19,34.09,41.0,2090.0,530.0,2043.0,537.0,1.9706,144200.0,<1H OCEAN --118.18,34.1,10.0,1907.0,398.0,921.0,369.0,4.875,200400.0,<1H OCEAN --118.18,34.1,10.0,1940.0,445.0,763.0,412.0,4.975,166700.0,<1H OCEAN --118.18,34.1,7.0,2529.0,689.0,1215.0,577.0,4.7853,153100.0,<1H OCEAN --118.18,34.1,8.0,1116.0,267.0,435.0,235.0,4.9231,230900.0,<1H OCEAN --118.18,34.08,35.0,2226.0,602.0,2230.0,549.0,2.9167,129300.0,<1H OCEAN --118.19,34.08,35.0,1554.0,381.0,1487.0,374.0,1.9038,139500.0,<1H OCEAN --118.19,34.07,38.0,2965.0,665.0,2128.0,650.0,3.0241,166300.0,<1H OCEAN --118.19,34.07,42.0,1555.0,337.0,1152.0,348.0,3.375,169600.0,<1H OCEAN --118.19,34.06,44.0,1734.0,364.0,1133.0,351.0,2.5132,163100.0,<1H OCEAN --118.16,34.09,33.0,1515.0,415.0,1345.0,346.0,2.375,175000.0,<1H OCEAN --118.16,34.09,50.0,1568.0,302.0,1093.0,333.0,3.1442,162100.0,<1H OCEAN --118.17,34.09,36.0,3066.0,797.0,3097.0,780.0,2.5523,156500.0,<1H OCEAN --118.17,34.09,33.0,2907.0,797.0,3212.0,793.0,2.2348,146600.0,<1H OCEAN --118.18,34.08,31.0,1318.0,311.0,1164.0,289.0,2.9939,135500.0,<1H OCEAN --118.18,34.08,33.0,1369.0,408.0,1475.0,377.0,2.3281,151900.0,<1H OCEAN --118.16,34.08,43.0,1523.0,378.0,1338.0,352.0,3.2031,144600.0,<1H OCEAN --118.17,34.08,39.0,787.0,181.0,731.0,179.0,3.2279,158500.0,<1H OCEAN --118.17,34.08,33.0,851.0,231.0,936.0,228.0,3.375,147500.0,<1H OCEAN --118.18,34.07,28.0,2616.0,630.0,2218.0,621.0,2.6842,156000.0,<1H OCEAN --118.17,34.07,19.0,2150.0,544.0,1510.0,467.0,3.4952,150000.0,<1H OCEAN --118.16,34.07,41.0,247.0,55.0,925.0,50.0,3.5769,135700.0,<1H OCEAN --118.17,34.07,37.0,1155.0,225.0,814.0,241.0,3.875,148500.0,<1H OCEAN --118.18,34.06,27.0,2025.0,565.0,2189.0,577.0,2.6083,148600.0,<1H OCEAN --118.19,34.06,32.0,555.0,159.0,748.0,163.0,1.9762,137500.0,<1H OCEAN --118.19,34.06,47.0,2324.0,658.0,3020.0,594.0,1.1868,93800.0,<1H OCEAN --118.2,34.06,46.0,453.0,119.0,533.0,132.0,2.2961,112500.0,<1H OCEAN --118.2,34.06,40.0,1181.0,335.0,1441.0,337.0,2.1136,111800.0,<1H OCEAN --118.2,34.05,8.0,762.0,204.0,728.0,174.0,2.4886,137500.0,<1H OCEAN --118.19,34.05,46.0,1051.0,302.0,1435.0,305.0,1.6667,133600.0,<1H OCEAN --118.2,34.05,36.0,2672.0,675.0,2883.0,674.0,2.0885,142800.0,<1H OCEAN --118.19,34.05,37.0,349.0,79.0,276.0,64.0,3.2125,125000.0,<1H OCEAN --118.2,34.06,46.0,321.0,101.0,401.0,86.0,2.1029,109400.0,<1H OCEAN --118.21,34.06,30.0,511.0,153.0,1152.0,149.0,2.3611,156800.0,<1H OCEAN --118.22,34.06,52.0,48.0,6.0,41.0,10.0,10.2264,112500.0,<1H OCEAN --118.22,34.05,36.0,1243.0,470.0,1668.0,444.0,1.0714,137500.0,<1H OCEAN --118.21,34.06,52.0,470.0,115.0,434.0,123.0,2.095,109100.0,<1H OCEAN --118.22,34.06,34.0,1083.0,364.0,1132.0,338.0,2.2344,153100.0,<1H OCEAN --118.22,34.05,34.0,1113.0,,928.0,290.0,3.1654,155000.0,<1H OCEAN --118.22,34.05,41.0,1422.0,478.0,1640.0,434.0,1.6122,157100.0,<1H OCEAN --118.21,34.05,26.0,745.0,258.0,694.0,236.0,1.3846,129200.0,<1H OCEAN --118.21,34.05,28.0,1079.0,306.0,1358.0,285.0,2.52,131900.0,<1H OCEAN --118.21,34.05,28.0,950.0,357.0,1485.0,345.0,1.9271,136400.0,<1H OCEAN --118.21,34.05,45.0,2146.0,607.0,2868.0,625.0,2.121,144000.0,<1H OCEAN --118.2,34.05,43.0,1165.0,317.0,1279.0,303.0,1.9615,141700.0,<1H OCEAN --118.2,34.05,40.0,1146.0,323.0,1354.0,321.0,1.9205,121900.0,<1H OCEAN --118.2,34.05,40.0,1082.0,318.0,1085.0,273.0,1.7054,117200.0,<1H OCEAN --118.2,34.05,42.0,1703.0,586.0,2490.0,581.0,2.02,147200.0,<1H OCEAN --118.2,34.05,41.0,1268.0,398.0,1887.0,407.0,2.625,150000.0,<1H OCEAN --118.19,34.05,43.0,977.0,266.0,1084.0,259.0,2.7708,127900.0,<1H OCEAN --118.19,34.05,41.0,1098.0,264.0,1178.0,245.0,2.1058,124300.0,<1H OCEAN --118.2,34.05,50.0,1407.0,401.0,1526.0,385.0,2.29,121800.0,<1H OCEAN --118.19,34.04,45.0,963.0,234.0,1194.0,239.0,2.1806,134900.0,<1H OCEAN --118.19,34.04,40.0,1095.0,305.0,1322.0,281.0,1.9688,150000.0,<1H OCEAN --118.19,34.03,52.0,1053.0,246.0,1036.0,249.0,2.1071,136700.0,<1H OCEAN --118.19,34.03,50.0,1183.0,246.0,851.0,231.0,3.2639,142600.0,<1H OCEAN --118.2,34.04,52.0,1249.0,307.0,1223.0,297.0,2.07,136300.0,<1H OCEAN --118.2,34.04,47.0,1894.0,408.0,1629.0,379.0,3.7619,127600.0,<1H OCEAN --118.2,34.03,52.0,1754.0,452.0,1849.0,445.0,2.3716,122800.0,<1H OCEAN --118.2,34.04,44.0,1399.0,386.0,1419.0,373.0,1.8224,143800.0,<1H OCEAN --118.2,34.04,36.0,1625.0,490.0,2003.0,478.0,2.181,147200.0,<1H OCEAN --118.2,34.04,44.0,1582.0,544.0,1998.0,515.0,1.6888,125000.0,<1H OCEAN --118.2,34.04,18.0,796.0,227.0,547.0,218.0,1.0333,135400.0,<1H OCEAN --118.21,34.04,36.0,1825.0,479.0,2097.0,480.0,2.1862,135300.0,<1H OCEAN --118.21,34.04,37.0,845.0,249.0,881.0,252.0,2.2454,165000.0,<1H OCEAN --118.21,34.04,47.0,1325.0,393.0,1557.0,352.0,2.8,148400.0,<1H OCEAN --118.21,34.05,28.0,1841.0,809.0,3199.0,727.0,1.6319,151600.0,<1H OCEAN --118.21,34.04,52.0,846.0,271.0,1153.0,281.0,2.1923,155000.0,<1H OCEAN --118.22,34.05,43.0,1153.0,411.0,1667.0,409.0,1.9402,139300.0,<1H OCEAN --118.21,34.05,47.0,722.0,235.0,930.0,226.0,2.5455,114300.0,<1H OCEAN --118.22,34.04,43.0,798.0,308.0,1417.0,325.0,1.4189,141700.0,<1H OCEAN --118.22,34.05,44.0,1105.0,346.0,1598.0,372.0,1.2,115600.0,<1H OCEAN --118.22,34.04,43.0,2343.0,803.0,2468.0,707.0,1.5163,115000.0,<1H OCEAN --118.21,34.04,43.0,1502.0,477.0,1844.0,477.0,1.9405,152500.0,<1H OCEAN --118.21,34.04,47.0,1306.0,391.0,1499.0,346.0,2.2788,139600.0,<1H OCEAN --118.22,34.03,45.0,554.0,214.0,888.0,218.0,1.8125,139600.0,<1H OCEAN --118.21,34.03,45.0,1860.0,472.0,1893.0,456.0,2.6573,141800.0,<1H OCEAN --118.21,34.03,44.0,1550.0,407.0,1718.0,403.0,2.5268,141100.0,<1H OCEAN --118.21,34.03,52.0,497.0,132.0,547.0,121.0,2.2083,146300.0,<1H OCEAN --118.21,34.03,47.0,876.0,228.0,872.0,231.0,2.2656,145000.0,<1H OCEAN --118.2,34.03,41.0,1292.0,334.0,1150.0,322.0,1.925,135200.0,<1H OCEAN --118.2,34.02,49.0,1098.0,317.0,1411.0,301.0,2.75,146000.0,<1H OCEAN --118.2,34.03,52.0,774.0,209.0,813.0,203.0,2.3472,135200.0,<1H OCEAN --118.2,34.03,37.0,1583.0,392.0,1776.0,377.0,2.7266,140800.0,<1H OCEAN --118.2,34.03,52.0,583.0,157.0,730.0,174.0,1.4115,140600.0,<1H OCEAN --118.21,34.02,45.0,792.0,203.0,872.0,188.0,2.6875,129700.0,<1H OCEAN --118.19,34.02,44.0,2702.0,770.0,3260.0,721.0,2.3575,144800.0,<1H OCEAN --118.2,34.02,48.0,2230.0,593.0,2419.0,598.0,2.3944,130700.0,<1H OCEAN --118.2,34.02,26.0,36.0,9.0,35.0,9.0,1.625,175000.0,<1H OCEAN --118.2,34.02,42.0,498.0,120.0,548.0,119.0,3.7543,126600.0,<1H OCEAN --118.21,34.02,52.0,22.0,7.0,55.0,7.0,7.5752,67500.0,<1H OCEAN --118.21,34.02,43.0,1811.0,513.0,2123.0,487.0,1.3615,133300.0,<1H OCEAN --118.23,34.05,52.0,346.0,270.0,346.0,251.0,2.5313,225000.0,<1H OCEAN --118.24,34.05,13.0,1703.0,697.0,1823.0,669.0,0.8288,181300.0,<1H OCEAN --118.24,34.04,52.0,116.0,107.0,171.0,92.0,1.0769,112500.0,<1H OCEAN --118.24,34.06,33.0,390.0,199.0,435.0,193.0,1.1979,350000.0,<1H OCEAN --118.24,34.06,8.0,1204.0,552.0,1074.0,517.0,1.0227,87500.0,<1H OCEAN --118.24,34.06,19.0,2870.0,1021.0,3325.0,978.0,1.7395,162500.0,<1H OCEAN --118.25,34.05,52.0,2806.0,1944.0,2232.0,1605.0,0.6775,350000.0,<1H OCEAN --118.25,34.05,8.0,3105.0,1256.0,1086.0,997.0,0.8131,275000.0,<1H OCEAN --118.25,34.06,12.0,4011.0,1438.0,1673.0,1088.0,5.3081,287500.0,<1H OCEAN --118.26,34.05,52.0,58.0,52.0,41.0,27.0,4.0972,500001.0,<1H OCEAN --118.26,34.04,6.0,1529.0,566.0,1051.0,473.0,2.462,162500.0,<1H OCEAN --118.25,34.06,52.0,174.0,66.0,249.0,57.0,1.7763,312500.0,<1H OCEAN --118.26,34.06,15.0,326.0,123.0,490.0,105.0,1.4886,175000.0,<1H OCEAN --118.26,34.06,40.0,637.0,273.0,1150.0,263.0,1.8625,131300.0,<1H OCEAN --118.26,34.07,52.0,1802.0,613.0,2382.0,587.0,1.8438,185900.0,<1H OCEAN --118.26,34.07,40.0,680.0,273.0,995.0,249.0,2.2607,165600.0,<1H OCEAN --118.26,34.07,30.0,929.0,238.0,763.0,214.0,2.5227,187500.0,<1H OCEAN --118.26,34.06,38.0,715.0,282.0,1174.0,300.0,2.345,225000.0,<1H OCEAN --118.26,34.06,42.0,2541.0,1282.0,3974.0,1189.0,1.5854,87500.0,<1H OCEAN --118.27,34.07,42.0,1175.0,428.0,1593.0,407.0,2.3438,213300.0,<1H OCEAN --118.27,34.06,30.0,1771.0,788.0,2188.0,764.0,1.5885,154200.0,<1H OCEAN --118.27,34.07,34.0,786.0,341.0,1239.0,320.0,2.3438,152100.0,<1H OCEAN --118.27,34.07,32.0,1657.0,579.0,2071.0,598.0,2.1135,152500.0,<1H OCEAN --118.27,34.06,33.0,1416.0,686.0,2013.0,614.0,1.9818,208300.0,<1H OCEAN --118.27,34.07,33.0,1177.0,468.0,1533.0,430.0,2.3981,183300.0,<1H OCEAN --118.28,34.07,41.0,1072.0,331.0,1111.0,314.0,1.9233,207100.0,<1H OCEAN --118.28,34.07,24.0,3247.0,1281.0,2642.0,1182.0,2.4632,216700.0,<1H OCEAN --118.28,34.07,14.0,1924.0,926.0,2226.0,792.0,2.2552,265900.0,<1H OCEAN --118.28,34.07,32.0,1777.0,536.0,1684.0,489.0,2.3636,190000.0,<1H OCEAN --118.28,34.07,25.0,7522.0,3179.0,7221.0,2902.0,2.0173,177500.0,<1H OCEAN --118.28,34.06,14.0,1787.0,853.0,2251.0,763.0,1.1642,400000.0,<1H OCEAN --118.28,34.06,17.0,2518.0,1196.0,3051.0,1000.0,1.7199,175000.0,<1H OCEAN --118.27,34.06,17.0,2124.0,1168.0,3915.0,1137.0,1.1346,137500.0,<1H OCEAN --118.27,34.06,25.0,1714.0,1176.0,3723.0,1036.0,1.3241,112500.0,<1H OCEAN --118.27,34.06,45.0,564.0,353.0,1172.0,319.0,1.494,187500.0,<1H OCEAN --118.27,34.06,26.0,513.0,338.0,1204.0,321.0,1.4904,275000.0,<1H OCEAN --118.26,34.06,33.0,1950.0,1047.0,3707.0,1012.0,1.7238,110000.0,<1H OCEAN --118.27,34.05,37.0,350.0,245.0,1122.0,248.0,2.7634,137500.0,<1H OCEAN --118.27,34.05,52.0,1292.0,864.0,2081.0,724.0,0.9563,275000.0,<1H OCEAN --118.28,34.06,52.0,1261.0,616.0,2309.0,581.0,1.6184,225000.0,<1H OCEAN --118.28,34.06,52.0,936.0,454.0,990.0,354.0,1.1122,187500.0,<1H OCEAN --118.28,34.06,42.0,2472.0,,3795.0,1179.0,1.2254,162500.0,<1H OCEAN --118.27,34.05,25.0,1316.0,836.0,2796.0,784.0,1.7866,325000.0,<1H OCEAN --118.27,34.05,26.0,1164.0,674.0,1685.0,541.0,1.5727,225000.0,<1H OCEAN --118.28,34.05,28.0,1306.0,637.0,2079.0,598.0,1.4615,275000.0,<1H OCEAN --118.28,34.05,31.0,1525.0,730.0,2510.0,652.0,1.6355,162500.0,<1H OCEAN --118.28,34.05,41.0,1788.0,774.0,2931.0,702.0,1.4413,158900.0,<1H OCEAN --118.28,34.05,41.0,1075.0,597.0,2260.0,614.0,1.3,162500.0,<1H OCEAN --118.28,34.05,44.0,968.0,384.0,1805.0,375.0,1.4801,212500.0,<1H OCEAN --118.27,34.05,47.0,661.0,359.0,1406.0,307.0,1.3169,112500.0,<1H OCEAN --118.27,34.04,13.0,1784.0,,2158.0,682.0,1.7038,118100.0,<1H OCEAN --118.27,34.05,24.0,323.0,214.0,751.0,189.0,1.8304,225000.0,<1H OCEAN --118.27,34.05,12.0,535.0,328.0,1194.0,365.0,1.2012,275000.0,<1H OCEAN --118.32,34.07,52.0,2156.0,306.0,861.0,311.0,8.8062,500001.0,<1H OCEAN --118.33,34.06,52.0,1841.0,240.0,693.0,218.0,15.0001,500001.0,<1H OCEAN --118.33,34.07,52.0,2248.0,255.0,813.0,265.0,15.0001,500001.0,<1H OCEAN --118.33,34.07,52.0,1482.0,171.0,531.0,161.0,15.0001,500001.0,<1H OCEAN --118.34,34.06,52.0,2089.0,309.0,883.0,281.0,7.4574,500001.0,<1H OCEAN --118.34,34.06,52.0,1311.0,310.0,707.0,290.0,3.4812,432800.0,<1H OCEAN --118.29,34.08,49.0,649.0,315.0,987.0,329.0,1.6806,316700.0,<1H OCEAN --118.29,34.07,19.0,3013.0,1118.0,2465.0,1008.0,2.5386,290600.0,<1H OCEAN --118.29,34.06,9.0,1554.0,815.0,1704.0,761.0,2.0185,141700.0,<1H OCEAN --118.29,34.07,22.0,492.0,269.0,634.0,261.0,1.6406,300000.0,<1H OCEAN --118.29,34.07,26.0,2302.0,1124.0,2660.0,1004.0,2.3567,253100.0,<1H OCEAN --118.29,34.08,43.0,3056.0,1345.0,3920.0,1304.0,1.925,300000.0,<1H OCEAN --118.3,34.07,31.0,1489.0,664.0,1793.0,556.0,2.4348,230600.0,<1H OCEAN --118.3,34.07,46.0,5677.0,2610.0,7443.0,2406.0,1.8238,237500.0,<1H OCEAN --118.3,34.07,26.0,2107.0,757.0,2660.0,740.0,2.3375,282300.0,<1H OCEAN --118.3,34.07,36.0,2657.0,738.0,2274.0,723.0,3.425,281700.0,<1H OCEAN --118.31,34.07,28.0,2362.0,949.0,2759.0,894.0,2.2364,305600.0,<1H OCEAN --118.31,34.08,49.0,2549.0,630.0,1539.0,594.0,2.6218,350900.0,<1H OCEAN --118.31,34.07,40.0,2657.0,794.0,2149.0,749.0,2.2653,445000.0,<1H OCEAN --118.32,34.07,52.0,2980.0,366.0,967.0,359.0,11.2185,500001.0,<1H OCEAN --118.31,34.06,36.0,369.0,147.0,145.0,136.0,0.8804,450000.0,<1H OCEAN --118.32,34.06,52.0,983.0,246.0,578.0,204.0,5.7393,500001.0,<1H OCEAN --118.32,34.07,25.0,2740.0,707.0,1420.0,664.0,3.5909,404500.0,<1H OCEAN --118.32,34.06,52.0,955.0,100.0,457.0,120.0,15.0001,500001.0,<1H OCEAN --118.31,34.07,26.0,5062.0,2055.0,4533.0,1822.0,2.3105,166700.0,<1H OCEAN --118.31,34.06,30.0,3110.0,1269.0,2535.0,1218.0,1.6987,412500.0,<1H OCEAN --118.3,34.07,18.0,3759.0,,3296.0,1462.0,2.2708,175000.0,<1H OCEAN --118.31,34.07,20.0,3264.0,1248.0,2919.0,1191.0,2.3674,500001.0,<1H OCEAN --118.3,34.06,20.0,1782.0,896.0,1749.0,823.0,2.2094,75000.0,<1H OCEAN --118.31,34.06,34.0,2470.0,1197.0,2326.0,1055.0,1.9038,325000.0,<1H OCEAN --118.29,34.07,24.0,4021.0,1707.0,3727.0,1529.0,1.7365,112500.0,<1H OCEAN --118.3,34.07,28.0,5221.0,2530.0,5840.0,2374.0,1.8829,300000.0,<1H OCEAN --118.3,34.06,43.0,1366.0,740.0,942.0,672.0,1.6953,150000.0,<1H OCEAN --118.29,34.06,42.0,3894.0,2293.0,6846.0,2156.0,1.5553,70000.0,<1H OCEAN --118.29,34.06,27.0,2456.0,1111.0,4137.0,1104.0,1.5954,187500.0,<1H OCEAN --118.29,34.06,46.0,1759.0,1012.0,2716.0,877.0,2.1637,350000.0,<1H OCEAN --118.3,34.06,47.0,1390.0,872.0,2860.0,827.0,1.468,137500.0,<1H OCEAN --118.29,34.06,23.0,2040.0,778.0,2235.0,697.0,1.9309,233300.0,<1H OCEAN --118.3,34.06,33.0,2437.0,1283.0,3906.0,1084.0,2.0332,270000.0,<1H OCEAN --118.3,34.06,21.0,3960.0,1490.0,3468.0,1335.0,1.8214,475000.0,<1H OCEAN --118.3,34.06,23.0,2512.0,1203.0,3720.0,1118.0,1.7896,322200.0,<1H OCEAN --118.31,34.06,24.0,1336.0,453.0,1268.0,426.0,2.8202,500001.0,<1H OCEAN --118.31,34.06,47.0,3038.0,1533.0,4225.0,1472.0,1.6725,187500.0,<1H OCEAN --118.31,34.06,34.0,1848.0,667.0,1351.0,589.0,2.0547,410000.0,<1H OCEAN --118.31,34.06,52.0,2124.0,756.0,1920.0,756.0,2.1435,328900.0,<1H OCEAN --118.31,34.06,31.0,2827.0,1084.0,3107.0,993.0,2.0278,360000.0,<1H OCEAN --118.31,34.06,14.0,1559.0,646.0,1639.0,567.0,1.9949,380000.0,<1H OCEAN --118.32,34.05,42.0,3292.0,713.0,2224.0,674.0,3.5517,291500.0,<1H OCEAN --118.32,34.06,43.0,2808.0,584.0,1654.0,569.0,4.125,436800.0,<1H OCEAN --118.32,34.06,36.0,3239.0,722.0,1383.0,612.0,4.5918,337000.0,<1H OCEAN --118.33,34.06,52.0,1368.0,231.0,737.0,248.0,8.3617,433800.0,<1H OCEAN --118.33,34.05,48.0,2405.0,527.0,1868.0,502.0,3.375,257800.0,<1H OCEAN --118.33,34.05,44.0,1574.0,390.0,1323.0,404.0,2.5284,226300.0,<1H OCEAN --118.33,34.05,45.0,1707.0,519.0,1446.0,466.0,2.1736,171300.0,<1H OCEAN --118.32,34.05,50.0,1389.0,364.0,976.0,302.0,1.5882,327300.0,<1H OCEAN --118.32,34.05,42.0,3343.0,1183.0,3480.0,1146.0,1.9923,250000.0,<1H OCEAN --118.31,34.05,35.0,1692.0,423.0,1578.0,406.0,2.5313,305800.0,<1H OCEAN --118.31,34.05,40.0,1667.0,365.0,1161.0,384.0,3.1406,417600.0,<1H OCEAN --118.3,34.05,44.0,1612.0,650.0,2028.0,593.0,1.9152,115600.0,<1H OCEAN --118.3,34.05,42.0,1476.0,610.0,1605.0,545.0,1.721,214300.0,<1H OCEAN --118.31,34.05,42.0,443.0,223.0,582.0,223.0,2.2937,350000.0,<1H OCEAN --118.3,34.05,46.0,1386.0,457.0,1845.0,485.0,2.1414,157700.0,<1H OCEAN --118.3,34.05,31.0,1744.0,720.0,2034.0,633.0,2.2684,193800.0,<1H OCEAN --118.29,34.05,30.0,1417.0,589.0,1615.0,540.0,1.3867,193800.0,<1H OCEAN --118.29,34.05,34.0,1102.0,,1325.0,439.0,1.5972,168800.0,<1H OCEAN --118.3,34.05,36.0,1723.0,569.0,1664.0,501.0,1.9323,161100.0,<1H OCEAN --118.3,34.05,34.0,1453.0,588.0,1987.0,589.0,2.096,187500.0,<1H OCEAN --118.29,34.05,18.0,3585.0,1661.0,5229.0,1534.0,1.847,250000.0,<1H OCEAN --118.29,34.05,11.0,677.0,370.0,1143.0,341.0,2.3864,350000.0,<1H OCEAN --118.29,34.05,31.0,2818.0,1252.0,4126.0,1200.0,2.053,229200.0,<1H OCEAN --118.35,34.08,52.0,1801.0,313.0,714.0,293.0,4.6838,479000.0,<1H OCEAN --118.35,34.07,52.0,2497.0,406.0,1030.0,412.0,4.89,500001.0,<1H OCEAN --118.35,34.07,52.0,2315.0,356.0,894.0,345.0,4.1328,500001.0,<1H OCEAN --118.34,34.07,52.0,2066.0,319.0,981.0,297.0,5.8632,450000.0,<1H OCEAN --118.34,34.08,52.0,1421.0,163.0,495.0,167.0,10.586,500001.0,<1H OCEAN --118.34,34.08,52.0,1721.0,195.0,688.0,196.0,15.0001,500001.0,<1H OCEAN --118.34,34.07,52.0,1621.0,284.0,588.0,272.0,6.2223,500001.0,<1H OCEAN --118.34,34.07,52.0,3421.0,598.0,1203.0,564.0,4.1618,500001.0,<1H OCEAN --118.34,34.08,52.0,2756.0,542.0,971.0,510.0,5.5871,500001.0,<1H OCEAN --118.35,34.08,52.0,2877.0,721.0,1186.0,704.0,3.2645,175000.0,<1H OCEAN --118.36,34.08,52.0,2373.0,601.0,1135.0,576.0,3.1765,225000.0,<1H OCEAN --118.36,34.08,52.0,1902.0,488.0,848.0,478.0,2.9621,175000.0,<1H OCEAN --118.35,34.07,48.0,890.0,255.0,434.0,232.0,3.6111,450000.0,<1H OCEAN --118.35,34.07,45.0,7803.0,2154.0,3359.0,2041.0,3.3594,287500.0,<1H OCEAN --118.35,34.07,46.0,1651.0,410.0,512.0,397.0,4.0179,350000.0,<1H OCEAN --118.35,34.07,45.0,3312.0,880.0,1157.0,809.0,3.5719,500001.0,<1H OCEAN --118.36,34.07,40.0,1821.0,447.0,777.0,441.0,2.3375,355200.0,<1H OCEAN --118.36,34.07,48.0,1740.0,360.0,748.0,357.0,4.7019,411100.0,<1H OCEAN --118.37,34.07,50.0,2519.0,,1117.0,516.0,4.3667,405600.0,<1H OCEAN --118.36,34.07,52.0,2046.0,451.0,944.0,435.0,3.4265,456900.0,<1H OCEAN --118.37,34.07,52.0,2203.0,437.0,899.0,384.0,4.25,486900.0,<1H OCEAN --118.37,34.07,52.0,2195.0,435.0,884.0,432.0,5.24,486400.0,<1H OCEAN --118.37,34.07,44.0,2703.0,663.0,1045.0,619.0,3.201,287500.0,<1H OCEAN --118.37,34.07,39.0,2309.0,526.0,870.0,546.0,3.1677,453400.0,<1H OCEAN --118.37,34.07,52.0,1084.0,247.0,468.0,255.0,3.4286,474300.0,<1H OCEAN --118.38,34.08,25.0,4625.0,1307.0,1739.0,1191.0,3.3989,485000.0,<1H OCEAN --118.38,34.07,16.0,4814.0,1381.0,1897.0,1209.0,3.3725,375000.0,<1H OCEAN --118.38,34.07,21.0,3653.0,956.0,1510.0,890.0,3.5573,500001.0,<1H OCEAN --118.34,34.07,52.0,3175.0,1057.0,1594.0,997.0,3.1766,225000.0,<1H OCEAN --118.35,34.06,52.0,3446.0,1360.0,1768.0,1245.0,2.4722,500001.0,<1H OCEAN --118.34,34.06,52.0,1314.0,170.0,629.0,214.0,7.1669,500001.0,<1H OCEAN --118.34,34.05,52.0,2530.0,458.0,1122.0,449.0,3.9167,321600.0,<1H OCEAN --118.34,34.06,52.0,2069.0,417.0,826.0,377.0,3.5481,396000.0,<1H OCEAN --118.34,34.06,52.0,1482.0,336.0,768.0,300.0,3.7167,327300.0,<1H OCEAN --118.35,34.06,52.0,2837.0,602.0,1164.0,551.0,3.2411,250000.0,<1H OCEAN --118.35,34.06,48.0,1354.0,279.0,716.0,309.0,3.7167,385000.0,<1H OCEAN --118.35,34.06,52.0,1368.0,322.0,617.0,303.0,5.3819,440900.0,<1H OCEAN --118.35,34.05,33.0,2880.0,836.0,1416.0,736.0,2.6781,328800.0,<1H OCEAN --118.35,34.06,48.0,3551.0,826.0,1601.0,827.0,3.2279,400000.0,<1H OCEAN --118.36,34.06,39.0,2810.0,670.0,1109.0,624.0,3.25,355000.0,<1H OCEAN --118.36,34.06,52.0,2130.0,455.0,921.0,395.0,2.9605,500001.0,<1H OCEAN --118.37,34.06,52.0,843.0,160.0,333.0,151.0,4.5192,446000.0,<1H OCEAN --118.37,34.06,52.0,1608.0,289.0,630.0,252.0,5.5596,500001.0,<1H OCEAN --118.38,34.06,28.0,2522.0,616.0,991.0,574.0,3.1475,362500.0,<1H OCEAN --118.38,34.06,29.0,3946.0,1008.0,1676.0,876.0,2.7824,450000.0,<1H OCEAN --118.38,34.06,31.0,4345.0,1158.0,1987.0,1070.0,2.8233,310000.0,<1H OCEAN --118.38,34.06,25.0,2558.0,661.0,1183.0,636.0,3.5556,500000.0,<1H OCEAN --118.37,34.05,35.0,2457.0,552.0,1159.0,523.0,3.0862,345300.0,<1H OCEAN --118.37,34.04,52.0,1197.0,231.0,671.0,219.0,3.825,278500.0,<1H OCEAN --118.37,34.05,48.0,1266.0,234.0,539.0,222.0,4.005,275000.0,<1H OCEAN --118.37,34.05,41.0,2369.0,544.0,1252.0,522.0,2.9883,296100.0,<1H OCEAN --118.37,34.06,52.0,2239.0,423.0,832.0,411.0,5.0858,470000.0,<1H OCEAN --118.37,34.05,52.0,2346.0,437.0,1121.0,400.0,4.0583,444300.0,<1H OCEAN --118.37,34.05,52.0,1563.0,306.0,776.0,308.0,3.625,440900.0,<1H OCEAN --118.37,34.06,52.0,2402.0,506.0,878.0,464.0,4.0217,500001.0,<1H OCEAN --118.36,34.05,48.0,1825.0,404.0,728.0,363.0,3.3824,322600.0,<1H OCEAN --118.36,34.05,47.0,1424.0,300.0,632.0,278.0,4.0625,295200.0,<1H OCEAN --118.36,34.05,48.0,1835.0,380.0,956.0,370.0,3.2813,243600.0,<1H OCEAN --118.36,34.04,49.0,995.0,184.0,462.0,194.0,2.7917,242000.0,<1H OCEAN --118.36,34.05,45.0,1879.0,395.0,946.0,409.0,3.3333,254700.0,<1H OCEAN --118.36,34.05,50.0,3518.0,812.0,1724.0,758.0,3.0833,338100.0,<1H OCEAN --118.38,34.05,52.0,2053.0,480.0,900.0,417.0,3.0707,417900.0,<1H OCEAN --118.39,34.05,47.0,1621.0,314.0,724.0,311.0,5.7509,474100.0,<1H OCEAN --118.38,34.05,52.0,1004.0,231.0,590.0,226.0,4.2404,351000.0,<1H OCEAN --118.38,34.05,52.0,1241.0,210.0,526.0,214.0,4.4191,334100.0,<1H OCEAN --118.38,34.05,49.0,702.0,,458.0,187.0,4.8958,333600.0,<1H OCEAN --118.38,34.05,40.0,2352.0,598.0,1133.0,563.0,3.238,287500.0,<1H OCEAN --118.38,34.05,35.0,3517.0,879.0,1632.0,784.0,3.0956,500001.0,<1H OCEAN --118.35,34.05,47.0,2815.0,679.0,1533.0,594.0,2.5806,234100.0,<1H OCEAN --118.35,34.05,44.0,1856.0,493.0,1374.0,469.0,2.0984,158000.0,<1H OCEAN --118.36,34.05,42.0,1372.0,,674.0,271.0,2.8793,202100.0,<1H OCEAN --118.36,34.05,45.0,2283.0,,1093.0,475.0,2.5658,252000.0,<1H OCEAN --118.35,34.05,46.0,2149.0,451.0,905.0,443.0,2.8841,290800.0,<1H OCEAN --118.34,34.05,50.0,2009.0,419.0,1130.0,402.0,3.1944,213500.0,<1H OCEAN --118.34,34.05,39.0,975.0,292.0,723.0,285.0,2.2725,140600.0,<1H OCEAN --118.35,34.05,52.0,1971.0,414.0,1065.0,409.0,3.6435,195800.0,<1H OCEAN --118.34,34.05,52.0,2194.0,504.0,997.0,438.0,2.6654,259400.0,<1H OCEAN --118.32,34.04,39.0,2965.0,812.0,2638.0,794.0,2.532,172700.0,<1H OCEAN --118.32,34.04,39.0,1294.0,330.0,1140.0,313.0,2.2554,165000.0,<1H OCEAN --118.32,34.04,48.0,1184.0,328.0,953.0,311.0,2.3526,156300.0,<1H OCEAN --118.33,34.04,31.0,1090.0,251.0,955.0,239.0,2.913,192500.0,<1H OCEAN --118.33,34.05,46.0,3015.0,795.0,2300.0,725.0,2.0706,268500.0,<1H OCEAN --118.33,34.04,52.0,2545.0,401.0,1004.0,372.0,3.6373,420000.0,<1H OCEAN --118.34,34.05,41.0,2099.0,472.0,1369.0,465.0,2.7409,167100.0,<1H OCEAN --118.34,34.04,35.0,2345.0,607.0,2042.0,565.0,2.5955,139700.0,<1H OCEAN --118.34,34.04,40.0,2064.0,662.0,2140.0,617.0,2.2254,127100.0,<1H OCEAN --118.34,34.04,37.0,1466.0,529.0,1835.0,500.0,1.7014,123200.0,<1H OCEAN --118.35,34.04,36.0,1956.0,601.0,1672.0,546.0,1.8685,150700.0,<1H OCEAN --118.35,34.04,49.0,1104.0,266.0,668.0,297.0,3.0856,151600.0,<1H OCEAN --118.35,34.04,45.0,1579.0,357.0,713.0,335.0,2.1711,179200.0,<1H OCEAN --118.36,34.04,48.0,1769.0,429.0,993.0,405.0,2.3214,139400.0,<1H OCEAN --118.36,34.04,45.0,1767.0,417.0,1052.0,379.0,3.5161,157000.0,<1H OCEAN --118.35,34.04,38.0,1626.0,375.0,1019.0,372.0,2.3687,146800.0,<1H OCEAN --118.36,34.03,43.0,1690.0,379.0,1017.0,359.0,2.1078,133500.0,<1H OCEAN --118.37,34.03,37.0,1236.0,,966.0,292.0,3.0694,122200.0,<1H OCEAN --118.36,34.04,34.0,3239.0,806.0,2331.0,765.0,2.0538,125800.0,<1H OCEAN --118.35,34.04,41.0,1617.0,423.0,1110.0,375.0,2.4635,169400.0,<1H OCEAN --118.35,34.03,44.0,865.0,208.0,537.0,183.0,1.9,110900.0,<1H OCEAN --118.35,34.04,45.0,1839.0,459.0,1312.0,460.0,2.5625,138000.0,<1H OCEAN --118.34,34.04,42.0,1681.0,360.0,987.0,337.0,2.6,171400.0,<1H OCEAN --118.34,34.03,48.0,1426.0,331.0,784.0,356.0,1.6581,118800.0,<1H OCEAN --118.34,34.04,42.0,2010.0,494.0,1203.0,427.0,1.9408,134600.0,<1H OCEAN --118.35,34.03,35.0,1438.0,333.0,794.0,306.0,1.975,138100.0,<1H OCEAN --118.33,34.04,33.0,1806.0,444.0,1161.0,393.0,2.5927,161500.0,<1H OCEAN --118.33,34.03,33.0,2314.0,624.0,1714.0,582.0,1.7377,183900.0,<1H OCEAN --118.33,34.04,48.0,2437.0,443.0,1400.0,426.0,2.628,251100.0,<1H OCEAN --118.32,34.04,47.0,1989.0,532.0,1430.0,519.0,1.8333,151100.0,<1H OCEAN --118.32,34.04,42.0,1766.0,404.0,1117.0,367.0,2.0259,168800.0,<1H OCEAN --118.32,34.04,44.0,1008.0,223.0,544.0,223.0,2.8654,176800.0,<1H OCEAN --118.32,34.03,35.0,3189.0,935.0,2221.0,801.0,2.1046,114000.0,<1H OCEAN --118.33,34.03,39.0,2840.0,826.0,1911.0,688.0,1.9018,137500.0,<1H OCEAN --118.32,34.03,47.0,1082.0,198.0,455.0,193.0,3.0132,223200.0,<1H OCEAN --118.32,34.03,50.0,1845.0,349.0,1109.0,335.0,2.8971,127800.0,<1H OCEAN --118.32,34.03,47.0,1734.0,453.0,1272.0,438.0,3.1731,121500.0,<1H OCEAN --118.32,34.02,52.0,2511.0,587.0,1660.0,546.0,2.6098,127100.0,<1H OCEAN --118.32,34.02,51.0,2010.0,460.0,1355.0,433.0,2.0304,133400.0,<1H OCEAN --118.32,34.02,47.0,1648.0,346.0,1120.0,338.0,2.0042,114200.0,<1H OCEAN --118.33,34.02,45.0,1667.0,399.0,928.0,375.0,1.8783,118200.0,<1H OCEAN --118.33,34.02,46.0,1528.0,391.0,933.0,366.0,2.1979,125700.0,<1H OCEAN --118.33,34.03,46.0,2312.0,625.0,1552.0,603.0,1.6429,125000.0,<1H OCEAN --118.34,34.02,48.0,1614.0,320.0,684.0,318.0,4.2218,181000.0,<1H OCEAN --118.34,34.02,44.0,2067.0,385.0,1046.0,441.0,3.5357,156900.0,<1H OCEAN --118.35,34.03,49.0,2334.0,530.0,1334.0,447.0,1.89,124000.0,<1H OCEAN --118.35,34.03,43.0,2122.0,524.0,1510.0,436.0,2.2273,123300.0,<1H OCEAN --118.35,34.02,52.0,427.0,92.0,233.0,116.0,3.25,134700.0,<1H OCEAN --118.35,34.03,42.0,2043.0,512.0,1634.0,501.0,1.9928,125400.0,<1H OCEAN --118.36,34.03,36.0,1083.0,342.0,1023.0,295.0,2.1324,143800.0,<1H OCEAN --118.36,34.03,40.0,2323.0,661.0,1847.0,614.0,1.8316,113500.0,<1H OCEAN --118.36,34.03,38.0,1400.0,376.0,1139.0,315.0,2.2368,120000.0,<1H OCEAN --118.36,34.03,35.0,1819.0,499.0,1666.0,482.0,1.6452,125900.0,<1H OCEAN --118.36,34.03,38.0,2365.0,638.0,2259.0,607.0,2.0879,120700.0,<1H OCEAN --118.37,34.03,43.0,1350.0,287.0,811.0,307.0,3.3636,140900.0,<1H OCEAN --118.34,34.03,46.0,2437.0,502.0,1151.0,477.0,2.4444,134100.0,<1H OCEAN --118.34,34.02,49.0,1609.0,371.0,896.0,389.0,2.5156,136600.0,<1H OCEAN --118.34,34.02,50.0,1172.0,261.0,685.0,260.0,3.1442,130300.0,<1H OCEAN --118.34,34.03,49.0,1295.0,276.0,765.0,265.0,3.4306,130200.0,<1H OCEAN --118.34,34.03,47.0,1927.0,561.0,1349.0,508.0,1.3444,125000.0,<1H OCEAN --118.36,34.02,43.0,1356.0,333.0,796.0,329.0,1.7159,189700.0,<1H OCEAN --118.37,34.03,41.0,1425.0,285.0,838.0,296.0,3.9732,188400.0,<1H OCEAN --118.37,34.02,44.0,1944.0,458.0,981.0,377.0,2.6154,193200.0,<1H OCEAN --118.28,34.05,35.0,1627.0,838.0,3013.0,791.0,1.5565,152500.0,<1H OCEAN --118.28,34.04,39.0,1155.0,433.0,1857.0,424.0,2.1696,153400.0,<1H OCEAN --118.29,34.04,41.0,659.0,291.0,1224.0,290.0,2.0817,132500.0,<1H OCEAN --118.29,34.05,40.0,907.0,349.0,1426.0,323.0,1.8571,143800.0,<1H OCEAN --118.29,34.04,48.0,1353.0,488.0,1945.0,487.0,2.4359,123700.0,<1H OCEAN --118.3,34.04,50.0,1757.0,522.0,2080.0,488.0,1.7225,180000.0,<1H OCEAN --118.3,34.05,51.0,1005.0,314.0,1227.0,306.0,2.4297,162500.0,<1H OCEAN --118.3,34.05,39.0,993.0,506.0,1765.0,464.0,1.2786,121900.0,<1H OCEAN --118.31,34.05,38.0,1864.0,515.0,1768.0,439.0,1.9336,190600.0,<1H OCEAN --118.31,34.05,35.0,2007.0,571.0,1513.0,554.0,2.1162,229200.0,<1H OCEAN --118.31,34.05,26.0,1809.0,640.0,2543.0,640.0,2.3536,500000.0,<1H OCEAN --118.31,34.04,33.0,2691.0,726.0,2390.0,681.0,2.4048,208300.0,<1H OCEAN --118.31,34.04,29.0,2038.0,578.0,2070.0,570.0,2.0658,214600.0,<1H OCEAN --118.31,34.03,29.0,2438.0,867.0,2114.0,753.0,0.8351,150000.0,<1H OCEAN --118.32,34.03,31.0,2206.0,501.0,1194.0,435.0,1.9531,227800.0,<1H OCEAN --118.31,34.04,52.0,1277.0,285.0,954.0,334.0,2.5833,234600.0,<1H OCEAN --118.3,34.04,24.0,2092.0,585.0,1757.0,538.0,1.7109,175000.0,<1H OCEAN --118.3,34.04,37.0,1470.0,399.0,1579.0,390.0,2.006,150000.0,<1H OCEAN --118.31,34.04,37.0,2338.0,686.0,2376.0,630.0,1.767,170300.0,<1H OCEAN --118.29,34.04,44.0,1941.0,579.0,2049.0,535.0,2.0405,143000.0,<1H OCEAN --118.3,34.03,41.0,1653.0,426.0,1868.0,393.0,1.78,162500.0,<1H OCEAN --118.3,34.04,35.0,1090.0,345.0,1605.0,330.0,2.1518,152800.0,<1H OCEAN --118.29,34.04,31.0,700.0,299.0,1272.0,298.0,2.1542,128100.0,<1H OCEAN --118.29,34.04,32.0,432.0,182.0,702.0,186.0,2.1471,125000.0,<1H OCEAN --118.29,34.03,42.0,1680.0,557.0,2099.0,526.0,1.9167,136400.0,<1H OCEAN --118.28,34.03,45.0,943.0,289.0,953.0,238.0,2.0673,151600.0,<1H OCEAN --118.29,34.03,42.0,907.0,378.0,822.0,288.0,1.2875,179200.0,<1H OCEAN --118.29,34.03,29.0,3544.0,1384.0,3323.0,1213.0,1.0219,258300.0,<1H OCEAN --118.29,34.03,38.0,1501.0,437.0,1777.0,441.0,2.0848,135200.0,<1H OCEAN --118.29,34.03,22.0,3313.0,1235.0,2381.0,1063.0,0.7473,168800.0,<1H OCEAN --118.29,34.03,27.0,1084.0,287.0,1085.0,279.0,2.135,119600.0,<1H OCEAN --118.31,34.03,46.0,2173.0,510.0,1343.0,476.0,2.025,135500.0,<1H OCEAN --118.31,34.03,52.0,1902.0,406.0,1233.0,385.0,2.8295,132200.0,<1H OCEAN --118.31,34.02,52.0,1173.0,284.0,814.0,295.0,2.45,111400.0,<1H OCEAN --118.31,34.02,44.0,1555.0,324.0,931.0,265.0,1.4712,105800.0,<1H OCEAN --118.31,34.02,45.0,1423.0,278.0,822.0,276.0,2.4519,98100.0,<1H OCEAN --118.31,34.02,52.0,1832.0,441.0,1186.0,420.0,1.2434,98400.0,<1H OCEAN --118.3,34.03,47.0,2241.0,559.0,1775.0,504.0,2.1571,147900.0,<1H OCEAN --118.3,34.03,40.0,1695.0,374.0,1138.0,357.0,2.7125,150000.0,<1H OCEAN --118.31,34.03,47.0,1315.0,,785.0,245.0,1.23,138400.0,<1H OCEAN --118.3,34.03,37.0,2781.0,766.0,2586.0,729.0,1.8564,187500.0,<1H OCEAN --118.31,34.03,34.0,2041.0,517.0,1479.0,495.0,2.1173,156600.0,<1H OCEAN --118.31,34.02,23.0,1703.0,397.0,1333.0,361.0,1.3187,127100.0,<1H OCEAN --118.31,34.02,46.0,1976.0,469.0,1409.0,431.0,2.2981,112100.0,<1H OCEAN --118.3,34.02,49.0,2120.0,483.0,1522.0,416.0,1.85,116800.0,<1H OCEAN --118.29,34.02,21.0,1641.0,491.0,1526.0,453.0,2.087,141300.0,<1H OCEAN --118.3,34.02,34.0,3184.0,772.0,2474.0,705.0,1.631,137500.0,<1H OCEAN --118.3,34.02,31.0,1933.0,478.0,1522.0,423.0,1.5781,119300.0,<1H OCEAN --118.28,34.02,29.0,515.0,229.0,2690.0,217.0,0.4999,500001.0,<1H OCEAN --118.27,34.03,50.0,395.0,232.0,948.0,243.0,1.7546,175000.0,<1H OCEAN --118.27,34.03,51.0,1280.0,422.0,1560.0,381.0,1.7115,125000.0,<1H OCEAN --118.28,34.04,19.0,460.0,241.0,890.0,229.0,1.6089,162500.0,<1H OCEAN --118.28,34.04,24.0,1283.0,545.0,1932.0,516.0,1.2969,160200.0,<1H OCEAN --118.28,34.04,25.0,1582.0,780.0,2390.0,719.0,1.4167,200000.0,<1H OCEAN --118.28,34.04,20.0,1193.0,454.0,1880.0,453.0,2.1806,180000.0,<1H OCEAN --118.28,34.05,44.0,1273.0,474.0,1754.0,460.0,1.6037,275000.0,<1H OCEAN --118.28,34.03,41.0,1933.0,791.0,3121.0,719.0,1.8539,147500.0,<1H OCEAN --118.28,34.03,40.0,2118.0,796.0,2195.0,658.0,1.7976,164600.0,<1H OCEAN --118.28,34.04,48.0,1521.0,513.0,1772.0,458.0,2.2232,162500.0,<1H OCEAN --118.27,34.02,39.0,2004.0,633.0,3050.0,621.0,1.875,127300.0,<1H OCEAN --118.28,34.02,52.0,281.0,103.0,470.0,96.0,1.9375,38800.0,<1H OCEAN --118.27,34.02,40.0,561.0,284.0,662.0,205.0,0.9234,187500.0,<1H OCEAN --118.28,34.03,26.0,2107.0,809.0,2821.0,572.0,0.844,350000.0,<1H OCEAN --118.28,34.03,25.0,1407.0,550.0,1193.0,472.0,1.2989,225000.0,<1H OCEAN --118.25,34.02,50.0,180.0,89.0,356.0,76.0,2.1944,158300.0,<1H OCEAN --118.24,34.03,52.0,142.0,47.0,137.0,45.0,1.8333,312500.0,<1H OCEAN --118.26,34.03,49.0,299.0,90.0,287.0,68.0,1.2096,100000.0,<1H OCEAN --118.25,34.03,52.0,1274.0,418.0,1655.0,368.0,2.1905,124000.0,<1H OCEAN --118.25,34.02,32.0,1375.0,448.0,1698.0,432.0,1.6302,130700.0,<1H OCEAN --118.26,34.02,38.0,980.0,285.0,1308.0,310.0,1.5652,123100.0,<1H OCEAN --118.26,34.02,38.0,1091.0,349.0,1786.0,340.0,2.131,136500.0,<1H OCEAN --118.26,34.02,40.0,1259.0,362.0,1499.0,327.0,1.8382,126400.0,<1H OCEAN --118.26,34.02,37.0,1551.0,501.0,2173.0,474.0,2.1667,117700.0,<1H OCEAN --118.26,34.02,48.0,1465.0,440.0,1859.0,400.0,1.3134,96200.0,<1H OCEAN --118.26,34.02,46.0,1249.0,357.0,1607.0,331.0,2.0703,114800.0,<1H OCEAN --118.26,34.02,41.0,848.0,323.0,1428.0,313.0,1.5603,109600.0,<1H OCEAN --118.26,34.02,39.0,698.0,232.0,1046.0,228.0,2.2356,119500.0,<1H OCEAN --118.25,34.02,35.0,1368.0,486.0,2239.0,461.0,1.913,114300.0,<1H OCEAN --118.25,34.02,33.0,1676.0,525.0,2564.0,515.0,2.1957,100800.0,<1H OCEAN --118.25,34.01,28.0,481.0,136.0,596.0,128.0,1.2396,90300.0,<1H OCEAN --118.25,34.02,32.0,1311.0,410.0,1792.0,396.0,2.3304,119900.0,<1H OCEAN --118.24,34.02,48.0,542.0,150.0,571.0,114.0,1.8485,90600.0,<1H OCEAN --118.24,34.01,48.0,396.0,99.0,485.0,110.0,2.375,107500.0,<1H OCEAN --118.24,34.01,43.0,1456.0,444.0,2098.0,433.0,1.8929,99200.0,<1H OCEAN --118.25,34.01,31.0,1301.0,403.0,1952.0,377.0,2.1466,100800.0,<1H OCEAN --118.24,34.01,30.0,405.0,86.0,376.0,68.0,1.7813,127500.0,<1H OCEAN --118.25,34.01,45.0,782.0,270.0,1030.0,235.0,1.0898,93400.0,<1H OCEAN --118.25,34.01,36.0,879.0,262.0,1034.0,236.0,1.2857,99300.0,<1H OCEAN --118.25,34.01,43.0,1429.0,386.0,1412.0,354.0,1.3287,107200.0,<1H OCEAN --118.25,34.01,43.0,1575.0,475.0,1980.0,469.0,1.7425,100500.0,<1H OCEAN --118.25,34.01,30.0,962.0,291.0,1280.0,263.0,1.4464,110200.0,<1H OCEAN --118.26,34.01,38.0,697.0,208.0,749.0,206.0,1.4653,118800.0,<1H OCEAN --118.26,34.01,47.0,1269.0,323.0,1628.0,325.0,1.5089,115800.0,<1H OCEAN --118.26,34.01,37.0,2451.0,668.0,2824.0,598.0,1.9074,99600.0,<1H OCEAN --118.27,34.01,42.0,990.0,289.0,1167.0,281.0,1.4524,126800.0,<1H OCEAN --118.26,34.01,46.0,879.0,253.0,1010.0,221.0,2.1776,118300.0,<1H OCEAN --118.27,34.02,21.0,1314.0,375.0,1505.0,366.0,2.319,97200.0,<1H OCEAN --118.27,34.01,35.0,1193.0,355.0,1784.0,341.0,1.8652,116100.0,<1H OCEAN --118.27,34.01,35.0,1672.0,556.0,2106.0,519.0,1.2206,129200.0,<1H OCEAN --118.27,34.01,47.0,921.0,264.0,881.0,221.0,1.4327,114100.0,<1H OCEAN --118.27,34.01,43.0,1235.0,385.0,1745.0,372.0,2.0817,113300.0,<1H OCEAN --118.27,34.0,46.0,1748.0,428.0,1707.0,409.0,2.148,103800.0,<1H OCEAN --118.27,34.0,48.0,1869.0,461.0,1834.0,441.0,1.7052,107400.0,<1H OCEAN --118.27,34.0,47.0,780.0,237.0,888.0,215.0,1.75,95800.0,<1H OCEAN --118.26,34.01,43.0,2179.0,682.0,2624.0,609.0,1.8641,108200.0,<1H OCEAN --118.26,34.0,41.0,1733.0,492.0,1776.0,453.0,1.6221,104200.0,<1H OCEAN --118.25,34.0,36.0,1033.0,267.0,1112.0,229.0,1.7237,105800.0,<1H OCEAN --118.25,34.0,36.0,1176.0,309.0,1267.0,292.0,1.6382,105000.0,<1H OCEAN --118.25,34.0,32.0,1218.0,342.0,1292.0,304.0,1.5781,102900.0,<1H OCEAN --118.25,34.0,41.0,1768.0,475.0,1721.0,474.0,1.303,90400.0,<1H OCEAN --118.25,34.0,34.0,1905.0,552.0,2194.0,521.0,1.4792,95800.0,<1H OCEAN --118.24,34.0,23.0,588.0,157.0,716.0,173.0,1.2056,87500.0,<1H OCEAN --118.24,34.0,43.0,863.0,206.0,788.0,187.0,0.9463,95000.0,<1H OCEAN --118.25,34.0,29.0,1419.0,363.0,1696.0,317.0,2.2813,101300.0,<1H OCEAN --118.24,34.0,38.0,1715.0,414.0,1714.0,389.0,1.7132,108200.0,<1H OCEAN --118.24,33.99,44.0,448.0,116.0,504.0,96.0,1.875,98600.0,<1H OCEAN --118.24,33.99,41.0,1425.0,372.0,1803.0,353.0,1.6731,88200.0,<1H OCEAN --118.25,33.99,42.0,2261.0,574.0,2496.0,527.0,1.5556,98500.0,<1H OCEAN --118.25,33.99,39.0,1274.0,319.0,1362.0,324.0,2.1793,107900.0,<1H OCEAN --118.26,34.0,27.0,1611.0,479.0,1457.0,458.0,0.8941,91900.0,<1H OCEAN --118.26,34.0,37.0,2615.0,697.0,2484.0,630.0,1.9208,103400.0,<1H OCEAN --118.27,34.0,40.0,2099.0,599.0,2311.0,529.0,1.852,101500.0,<1H OCEAN --118.27,34.0,43.0,1638.0,434.0,1213.0,390.0,1.3403,110800.0,<1H OCEAN --118.27,34.0,43.0,1258.0,381.0,1276.0,358.0,1.8917,106900.0,<1H OCEAN --118.26,33.99,47.0,1865.0,465.0,1916.0,438.0,1.8242,95000.0,<1H OCEAN --118.26,33.99,36.0,2016.0,505.0,1807.0,464.0,1.6901,103500.0,<1H OCEAN --118.27,33.99,30.0,504.0,140.0,529.0,123.0,1.9531,100000.0,<1H OCEAN --118.27,33.99,35.0,932.0,294.0,1153.0,282.0,1.4886,100000.0,<1H OCEAN --118.27,33.99,38.0,1407.0,447.0,1783.0,402.0,1.8086,97100.0,<1H OCEAN --118.28,34.01,46.0,441.0,167.0,621.0,144.0,1.8824,162500.0,<1H OCEAN --118.28,34.02,46.0,1098.0,426.0,1510.0,374.0,2.1382,156300.0,<1H OCEAN --118.29,34.01,40.0,885.0,312.0,799.0,221.0,1.1667,143800.0,<1H OCEAN --118.3,34.01,48.0,4217.0,1095.0,3298.0,949.0,1.9152,122300.0,<1H OCEAN --118.3,34.02,27.0,2190.0,626.0,1768.0,528.0,1.2446,103800.0,<1H OCEAN --118.29,34.02,26.0,2001.0,582.0,2044.0,557.0,1.1563,118800.0,<1H OCEAN --118.3,34.02,42.0,2386.0,670.0,2327.0,661.0,1.6699,108000.0,<1H OCEAN --118.3,34.01,35.0,1147.0,290.0,818.0,281.0,1.7961,111700.0,<1H OCEAN --118.31,34.01,50.0,1463.0,354.0,912.0,293.0,1.7386,109400.0,<1H OCEAN --118.31,34.02,41.0,1046.0,216.0,727.0,201.0,1.6667,116900.0,<1H OCEAN --118.31,34.02,43.0,2255.0,533.0,1568.0,470.0,1.6955,115200.0,<1H OCEAN --118.31,34.01,39.0,2073.0,566.0,1246.0,547.0,2.0417,117100.0,<1H OCEAN --118.31,34.02,46.0,2217.0,489.0,1227.0,448.0,1.6851,108800.0,<1H OCEAN --118.31,34.01,48.0,2544.0,532.0,1357.0,498.0,2.5263,121000.0,<1H OCEAN --118.31,34.01,52.0,2547.0,475.0,1417.0,444.0,1.8214,123200.0,<1H OCEAN --118.31,34.01,52.0,1793.0,350.0,1303.0,366.0,3.0759,123700.0,<1H OCEAN --118.29,34.01,42.0,814.0,223.0,511.0,188.0,2.3942,123200.0,<1H OCEAN --118.29,34.01,50.0,2238.0,673.0,2247.0,583.0,1.6505,125000.0,<1H OCEAN --118.3,34.0,52.0,1743.0,421.0,1206.0,384.0,1.6875,116000.0,<1H OCEAN --118.3,34.01,52.0,1908.0,428.0,1271.0,394.0,2.5885,136200.0,<1H OCEAN --118.3,34.01,52.0,1444.0,343.0,1154.0,334.0,2.0625,134400.0,<1H OCEAN --118.28,34.01,34.0,2305.0,775.0,2450.0,740.0,1.7143,132000.0,<1H OCEAN --118.28,34.0,46.0,1650.0,463.0,1992.0,458.0,2.3403,114100.0,<1H OCEAN --118.29,34.0,6.0,1487.0,468.0,1509.0,403.0,1.4639,112500.0,<1H OCEAN --118.29,34.01,39.0,751.0,207.0,1010.0,231.0,1.6036,137500.0,<1H OCEAN --118.29,34.01,30.0,1385.0,518.0,1730.0,472.0,1.0539,142500.0,<1H OCEAN --118.28,34.01,50.0,2601.0,794.0,3080.0,770.0,1.8656,122900.0,<1H OCEAN --118.28,34.0,43.0,713.0,245.0,880.0,237.0,1.2065,103600.0,<1H OCEAN --118.28,34.01,52.0,795.0,308.0,1118.0,275.0,1.2175,131300.0,<1H OCEAN --118.28,34.01,48.0,483.0,190.0,775.0,188.0,2.3309,126600.0,<1H OCEAN --118.28,34.0,38.0,3335.0,921.0,3612.0,887.0,2.125,118800.0,<1H OCEAN --118.28,34.0,42.0,1534.0,417.0,1295.0,380.0,2.0938,119200.0,<1H OCEAN --118.28,34.0,42.0,855.0,284.0,890.0,247.0,1.2778,112500.0,<1H OCEAN --118.28,34.0,44.0,2636.0,725.0,2182.0,651.0,1.432,124000.0,<1H OCEAN --118.28,34.0,48.0,1514.0,376.0,1353.0,344.0,2.1607,96100.0,<1H OCEAN --118.29,34.0,44.0,1753.0,387.0,1165.0,380.0,2.1354,105800.0,<1H OCEAN --118.29,34.0,41.0,1807.0,493.0,1731.0,471.0,1.2347,111700.0,<1H OCEAN --118.29,34.0,52.0,1319.0,295.0,898.0,271.0,2.7727,128600.0,<1H OCEAN --118.3,34.0,40.0,1131.0,281.0,859.0,230.0,1.1806,134600.0,<1H OCEAN --118.3,34.0,52.0,1420.0,355.0,1080.0,353.0,1.5179,116100.0,<1H OCEAN --118.29,34.0,52.0,2579.0,494.0,1558.0,458.0,2.0809,109600.0,<1H OCEAN --118.3,34.0,52.0,1686.0,377.0,982.0,356.0,2.0958,116400.0,<1H OCEAN --118.3,34.0,52.0,1296.0,246.0,853.0,238.0,3.05,111600.0,<1H OCEAN --118.31,34.0,52.0,1542.0,309.0,939.0,276.0,1.6892,129100.0,<1H OCEAN --118.3,34.0,52.0,1718.0,354.0,1026.0,312.0,2.0,128000.0,<1H OCEAN --118.31,34.0,52.0,1630.0,379.0,1413.0,405.0,1.933,120000.0,<1H OCEAN --118.31,34.0,52.0,2709.0,642.0,1751.0,613.0,2.1116,122500.0,<1H OCEAN --118.31,34.0,47.0,1551.0,362.0,1329.0,322.0,1.9792,116400.0,<1H OCEAN --118.31,33.99,48.0,2235.0,433.0,1363.0,433.0,1.6559,101400.0,<1H OCEAN --118.31,33.99,47.0,1525.0,359.0,982.0,333.0,2.0915,126600.0,<1H OCEAN --118.31,33.99,45.0,1489.0,339.0,791.0,316.0,2.2339,104800.0,<1H OCEAN --118.31,33.99,44.0,1703.0,358.0,789.0,249.0,1.7083,100000.0,<1H OCEAN --118.29,33.99,46.0,2608.0,636.0,1766.0,596.0,1.5846,114800.0,<1H OCEAN --118.3,33.99,47.0,2637.0,588.0,1903.0,521.0,1.8317,96500.0,<1H OCEAN --118.3,33.99,47.0,2212.0,533.0,1903.0,554.0,1.9853,101100.0,<1H OCEAN --118.28,33.99,46.0,2577.0,703.0,2446.0,687.0,1.275,98300.0,<1H OCEAN --118.29,33.99,46.0,2198.0,530.0,2067.0,497.0,2.0542,103400.0,<1H OCEAN --118.28,33.99,52.0,1283.0,342.0,1363.0,329.0,2.5848,101900.0,<1H OCEAN --118.28,33.99,49.0,2174.0,481.0,1861.0,484.0,1.7159,95000.0,<1H OCEAN --118.28,33.99,46.0,1211.0,321.0,1153.0,282.0,1.7849,99300.0,<1H OCEAN --118.32,34.01,52.0,3104.0,645.0,1498.0,581.0,2.6667,128000.0,<1H OCEAN --118.32,34.02,50.0,1655.0,256.0,672.0,260.0,4.2554,194300.0,<1H OCEAN --118.32,34.02,48.0,1949.0,308.0,823.0,340.0,3.3906,189700.0,<1H OCEAN --118.32,34.01,50.0,1842.0,377.0,817.0,341.0,3.1548,157700.0,<1H OCEAN --118.32,34.01,47.0,1745.0,371.0,1079.0,368.0,2.4022,123400.0,<1H OCEAN --118.33,34.02,46.0,2223.0,361.0,968.0,373.0,4.26,182600.0,<1H OCEAN --118.33,34.01,47.0,1320.0,259.0,653.0,291.0,3.7727,193000.0,<1H OCEAN --118.33,34.02,42.0,2043.0,378.0,869.0,416.0,3.5,181100.0,<1H OCEAN --118.32,34.01,44.0,4032.0,913.0,1622.0,848.0,2.4934,165800.0,<1H OCEAN --118.33,34.01,43.0,2227.0,564.0,956.0,472.0,2.0217,187500.0,<1H OCEAN --118.33,34.01,44.0,1762.0,463.0,786.0,445.0,1.9231,188500.0,<1H OCEAN --118.33,34.01,44.0,2182.0,492.0,878.0,493.0,1.9631,181300.0,<1H OCEAN --118.32,34.0,50.0,3250.0,693.0,2300.0,675.0,1.95,112600.0,<1H OCEAN --118.32,34.0,50.0,2189.0,460.0,1097.0,469.0,2.4583,120900.0,<1H OCEAN --118.33,34.0,47.0,1671.0,388.0,895.0,317.0,2.2054,121500.0,<1H OCEAN --118.33,34.0,47.0,825.0,187.0,416.0,173.0,2.3333,133300.0,<1H OCEAN --118.33,34.0,24.0,873.0,320.0,529.0,308.0,0.9304,151600.0,<1H OCEAN --118.32,33.99,43.0,2028.0,479.0,1074.0,394.0,2.5909,98700.0,<1H OCEAN --118.32,33.99,49.0,1407.0,269.0,889.0,283.0,1.9779,114200.0,<1H OCEAN --118.33,33.99,44.0,1918.0,387.0,1041.0,364.0,2.8542,126500.0,<1H OCEAN --118.33,33.99,46.0,1582.0,315.0,777.0,286.0,3.2083,149600.0,<1H OCEAN --118.34,33.99,48.0,2009.0,335.0,919.0,297.0,4.8125,170500.0,<1H OCEAN --118.32,33.99,48.0,1260.0,284.0,791.0,280.0,2.1875,115200.0,<1H OCEAN --118.32,33.99,43.0,1257.0,232.0,735.0,232.0,3.7167,108900.0,<1H OCEAN --118.33,33.99,43.0,2224.0,550.0,1598.0,545.0,2.8274,122500.0,<1H OCEAN --118.34,33.99,46.0,1217.0,322.0,662.0,305.0,3.1731,140300.0,<1H OCEAN --118.32,33.98,47.0,949.0,210.0,574.0,217.0,2.175,114700.0,<1H OCEAN --118.32,33.98,40.0,1298.0,277.0,791.0,255.0,3.2344,104300.0,<1H OCEAN --118.32,33.98,47.0,1528.0,331.0,864.0,308.0,1.9732,101000.0,<1H OCEAN --118.32,33.98,46.0,1611.0,339.0,921.0,314.0,3.0833,103300.0,<1H OCEAN --118.33,33.98,28.0,3889.0,1199.0,3121.0,1046.0,1.8806,113900.0,<1H OCEAN --118.33,33.98,32.0,1784.0,489.0,1472.0,476.0,1.6477,108900.0,<1H OCEAN --118.33,33.98,38.0,3063.0,796.0,2153.0,721.0,1.8472,149100.0,<1H OCEAN --118.34,33.99,48.0,2225.0,433.0,1170.0,401.0,2.9643,140400.0,<1H OCEAN --118.34,33.98,46.0,2126.0,409.0,1292.0,414.0,2.9315,149000.0,<1H OCEAN --118.35,33.99,47.0,2183.0,380.0,927.0,371.0,4.9531,180100.0,<1H OCEAN --118.35,33.98,47.0,2512.0,461.0,1082.0,426.0,3.8235,207600.0,<1H OCEAN --118.34,33.99,34.0,397.0,132.0,250.0,121.0,1.675,166700.0,<1H OCEAN --118.32,33.98,44.0,1448.0,314.0,861.0,310.0,2.2396,108600.0,<1H OCEAN --118.32,33.97,52.0,1778.0,320.0,795.0,279.0,3.5114,138800.0,<1H OCEAN --118.32,33.98,49.0,1412.0,333.0,901.0,328.0,1.7067,118600.0,<1H OCEAN --118.33,33.98,30.0,3112.0,931.0,2739.0,841.0,1.6531,118500.0,<1H OCEAN --118.33,33.97,44.0,2526.0,579.0,1423.0,573.0,2.5363,158800.0,<1H OCEAN --118.33,33.97,47.0,1830.0,369.0,922.0,377.0,4.1635,156400.0,<1H OCEAN --118.36,34.02,46.0,3745.0,798.0,1502.0,808.0,3.8643,195800.0,<1H OCEAN --118.36,34.01,33.0,3140.0,466.0,1214.0,464.0,6.5044,350400.0,<1H OCEAN --118.37,34.02,33.0,2263.0,430.0,900.0,382.0,4.4028,246800.0,<1H OCEAN --118.38,34.02,31.0,1893.0,450.0,819.0,426.0,4.3077,140600.0,<1H OCEAN --118.33,34.02,11.0,1249.0,313.0,625.0,336.0,0.8702,170500.0,<1H OCEAN --118.34,34.01,35.0,1359.0,359.0,655.0,341.0,2.5568,312500.0,<1H OCEAN --118.34,34.01,37.0,4291.0,1102.0,1941.0,953.0,1.7945,106300.0,<1H OCEAN --118.34,34.01,38.0,2318.0,735.0,1407.0,702.0,1.6187,266700.0,<1H OCEAN --118.34,34.02,44.0,1527.0,246.0,608.0,245.0,4.0357,187800.0,<1H OCEAN --118.35,34.02,34.0,3978.0,1073.0,2725.0,1035.0,1.7622,167900.0,<1H OCEAN --118.35,34.02,34.0,5218.0,1576.0,3538.0,1371.0,1.5143,118800.0,<1H OCEAN --118.35,34.02,27.0,3358.0,1069.0,2415.0,956.0,1.4589,87500.0,<1H OCEAN --118.35,34.01,33.0,3246.0,601.0,1585.0,603.0,3.6629,353200.0,<1H OCEAN --118.35,34.01,35.0,3776.0,,1583.0,749.0,3.5486,332100.0,<1H OCEAN --118.35,34.0,28.0,3085.0,621.0,1162.0,558.0,3.25,301000.0,<1H OCEAN --118.28,33.99,35.0,1138.0,304.0,1128.0,311.0,1.8818,100000.0,<1H OCEAN --118.28,33.99,37.0,1971.0,513.0,1673.0,464.0,1.4625,103000.0,<1H OCEAN --118.29,33.99,39.0,979.0,235.0,857.0,236.0,2.5547,108900.0,<1H OCEAN --118.29,33.98,41.0,1582.0,416.0,1422.0,370.0,1.0516,108300.0,<1H OCEAN --118.29,33.99,43.0,1902.0,398.0,1153.0,363.0,1.9375,112900.0,<1H OCEAN --118.3,33.99,44.0,1458.0,326.0,1159.0,283.0,1.1645,98200.0,<1H OCEAN --118.3,33.99,43.0,1534.0,384.0,1231.0,329.0,2.5437,94500.0,<1H OCEAN --118.3,33.98,44.0,1597.0,388.0,902.0,321.0,1.9556,93300.0,<1H OCEAN --118.3,33.99,45.0,1701.0,452.0,1484.0,427.0,1.84,91400.0,<1H OCEAN --118.31,33.98,44.0,222.0,54.0,234.0,77.0,5.1136,111700.0,<1H OCEAN --118.31,33.99,49.0,857.0,196.0,694.0,228.0,2.895,108000.0,<1H OCEAN --118.31,33.98,52.0,1837.0,426.0,1062.0,343.0,2.0,96500.0,<1H OCEAN --118.31,33.98,52.0,1607.0,331.0,900.0,295.0,3.5982,96600.0,<1H OCEAN --118.31,33.98,50.0,1985.0,454.0,1090.0,410.0,1.825,106600.0,<1H OCEAN --118.31,33.98,52.0,1975.0,379.0,1043.0,371.0,2.3977,112200.0,<1H OCEAN --118.32,33.98,49.0,1993.0,446.0,1052.0,394.0,2.2138,119800.0,<1H OCEAN --118.29,33.98,44.0,2261.0,555.0,1348.0,455.0,1.9125,97200.0,<1H OCEAN --118.29,33.98,48.0,1124.0,231.0,783.0,223.0,3.4444,93100.0,<1H OCEAN --118.3,33.98,52.0,1371.0,315.0,986.0,277.0,2.9432,94000.0,<1H OCEAN --118.3,33.98,48.0,2010.0,445.0,1208.0,404.0,1.6611,95800.0,<1H OCEAN --118.3,33.98,48.0,1998.0,410.0,1176.0,382.0,3.0455,102400.0,<1H OCEAN --118.3,33.98,44.0,1242.0,270.0,811.0,274.0,2.9375,95200.0,<1H OCEAN --118.29,33.98,42.0,2833.0,768.0,2542.0,725.0,1.3479,100000.0,<1H OCEAN --118.29,33.98,46.0,1118.0,300.0,786.0,254.0,1.4042,110000.0,<1H OCEAN --118.28,33.98,39.0,1306.0,345.0,1332.0,331.0,1.9564,92200.0,<1H OCEAN --118.28,33.98,47.0,865.0,193.0,782.0,217.0,2.2411,93000.0,<1H OCEAN --118.28,33.98,45.0,1720.0,416.0,1382.0,365.0,0.9337,92300.0,<1H OCEAN --118.28,33.98,19.0,883.0,313.0,726.0,277.0,0.9809,121400.0,<1H OCEAN --118.29,33.98,30.0,1162.0,318.0,1207.0,289.0,1.223,100000.0,<1H OCEAN --118.28,33.97,31.0,1068.0,271.0,1091.0,281.0,1.689,102600.0,<1H OCEAN --118.28,33.97,31.0,2017.0,566.0,2063.0,521.0,1.9219,107000.0,<1H OCEAN --118.28,33.97,35.0,2305.0,634.0,1978.0,568.0,1.375,100000.0,<1H OCEAN --118.29,33.97,43.0,2660.0,672.0,2133.0,588.0,1.7734,107300.0,<1H OCEAN --118.3,33.97,46.0,1425.0,317.0,1140.0,304.0,3.375,98500.0,<1H OCEAN --118.3,33.97,44.0,1521.0,289.0,1074.0,285.0,2.0673,99800.0,<1H OCEAN --118.3,33.97,42.0,944.0,200.0,567.0,190.0,2.6311,124100.0,<1H OCEAN --118.3,33.97,50.0,2270.0,451.0,1000.0,412.0,2.1221,119400.0,<1H OCEAN --118.31,33.97,52.0,1595.0,325.0,823.0,302.0,3.2188,124200.0,<1H OCEAN --118.31,33.97,47.0,2066.0,422.0,1156.0,380.0,2.7917,125800.0,<1H OCEAN --118.31,33.97,52.0,1629.0,277.0,819.0,288.0,3.725,142600.0,<1H OCEAN --118.31,33.97,48.0,1541.0,314.0,819.0,312.0,3.0917,136100.0,<1H OCEAN --118.31,33.94,41.0,1353.0,286.0,751.0,250.0,2.7401,131700.0,<1H OCEAN --118.3,33.95,50.0,1843.0,326.0,892.0,314.0,3.1346,120000.0,<1H OCEAN --118.31,33.95,43.0,1823.0,358.0,1065.0,342.0,3.2708,131000.0,<1H OCEAN --118.31,33.95,44.0,1558.0,333.0,1095.0,316.0,4.0043,133500.0,<1H OCEAN --118.31,33.95,44.0,2490.0,430.0,1305.0,411.0,4.8295,149600.0,<1H OCEAN --118.31,33.94,43.0,2104.0,393.0,1132.0,394.0,3.0682,142000.0,<1H OCEAN --118.31,33.96,43.0,2118.0,569.0,1266.0,500.0,1.747,121000.0,<1H OCEAN --118.31,33.96,43.0,2149.0,493.0,1316.0,462.0,1.528,131800.0,<1H OCEAN --118.31,33.96,46.0,1686.0,303.0,870.0,320.0,3.4643,136300.0,<1H OCEAN --118.31,33.96,48.0,2015.0,356.0,1020.0,338.0,4.0625,138700.0,<1H OCEAN --118.29,33.97,48.0,3139.0,587.0,1319.0,506.0,3.5208,134200.0,<1H OCEAN --118.29,33.96,36.0,1717.0,417.0,902.0,368.0,1.4868,113200.0,<1H OCEAN --118.3,33.96,43.0,2009.0,442.0,1095.0,439.0,2.8299,109500.0,<1H OCEAN --118.3,33.96,39.0,2802.0,618.0,1524.0,529.0,2.6518,136300.0,<1H OCEAN --118.28,33.96,41.0,1175.0,340.0,1241.0,352.0,1.2273,98400.0,<1H OCEAN --118.28,33.96,34.0,2074.0,562.0,1913.0,514.0,1.6156,102100.0,<1H OCEAN --118.28,33.97,34.0,2771.0,802.0,2782.0,715.0,1.6652,99000.0,<1H OCEAN --118.29,33.96,31.0,4022.0,1208.0,3707.0,1007.0,1.3096,116300.0,<1H OCEAN --118.3,33.96,47.0,2112.0,417.0,1161.0,368.0,3.9722,117400.0,<1H OCEAN --118.31,33.96,52.0,2523.0,460.0,1167.0,413.0,3.0625,127400.0,<1H OCEAN --118.31,33.96,47.0,1586.0,322.0,1077.0,339.0,4.4861,140400.0,<1H OCEAN --118.31,33.96,47.0,2005.0,392.0,1134.0,415.0,3.7143,140300.0,<1H OCEAN --118.26,33.99,30.0,1702.0,443.0,1966.0,442.0,1.5521,97500.0,<1H OCEAN --118.27,33.98,30.0,1966.0,584.0,2028.0,535.0,1.625,101500.0,<1H OCEAN --118.28,33.99,38.0,1454.0,323.0,1098.0,297.0,1.5109,104000.0,<1H OCEAN --118.27,33.99,41.0,656.0,162.0,730.0,170.0,1.8047,101800.0,<1H OCEAN --118.28,33.98,43.0,1240.0,312.0,1100.0,311.0,1.575,97500.0,<1H OCEAN --118.27,33.98,45.0,1696.0,424.0,1502.0,429.0,1.3042,99200.0,<1H OCEAN --118.27,33.98,39.0,2062.0,588.0,1933.0,570.0,1.3801,97000.0,<1H OCEAN --118.27,33.98,44.0,1722.0,457.0,2177.0,401.0,2.125,92500.0,<1H OCEAN --118.26,33.98,43.0,762.0,206.0,854.0,188.0,1.2315,98200.0,<1H OCEAN --118.26,33.97,46.0,1295.0,351.0,1120.0,323.0,1.7121,98200.0,<1H OCEAN --118.26,33.97,44.0,1246.0,308.0,1031.0,295.0,1.9556,96300.0,<1H OCEAN --118.26,33.97,46.0,1521.0,352.0,1100.0,334.0,1.55,100600.0,<1H OCEAN --118.26,33.97,46.0,1086.0,249.0,880.0,250.0,1.5962,95700.0,<1H OCEAN --118.27,33.97,45.0,1546.0,371.0,1186.0,366.0,1.64,96800.0,<1H OCEAN --118.28,33.97,40.0,2180.0,642.0,2464.0,631.0,1.5521,90100.0,<1H OCEAN --118.27,33.97,39.0,2569.0,688.0,2601.0,630.0,2.0754,101400.0,<1H OCEAN --118.28,33.97,38.0,1819.0,497.0,2110.0,499.0,1.6027,97300.0,<1H OCEAN --118.27,33.96,38.0,977.0,295.0,1073.0,292.0,1.0208,86400.0,<1H OCEAN --118.27,33.96,42.0,796.0,203.0,697.0,177.0,2.037,92600.0,<1H OCEAN --118.28,33.96,37.0,1812.0,500.0,1640.0,447.0,1.9348,99100.0,<1H OCEAN --118.26,33.97,47.0,1504.0,374.0,1168.0,358.0,1.4625,94200.0,<1H OCEAN --118.26,33.96,40.0,1475.0,347.0,1222.0,298.0,1.5303,95300.0,<1H OCEAN --118.26,33.96,39.0,1255.0,323.0,902.0,327.0,1.5812,94000.0,<1H OCEAN --118.26,33.97,52.0,1331.0,346.0,1144.0,362.0,1.5326,90600.0,<1H OCEAN --118.27,33.97,34.0,1462.0,394.0,1310.0,351.0,1.1557,90100.0,<1H OCEAN --118.27,33.96,38.0,1126.0,270.0,999.0,265.0,0.5495,91700.0,<1H OCEAN --118.27,33.96,34.0,1040.0,276.0,1083.0,255.0,1.6467,90900.0,<1H OCEAN --118.27,33.95,39.0,1529.0,358.0,1154.0,357.0,1.2091,97900.0,<1H OCEAN --118.26,33.95,38.0,1387.0,346.0,1240.0,355.0,1.6898,95100.0,<1H OCEAN --118.26,33.95,44.0,1513.0,369.0,1088.0,344.0,1.2969,94400.0,<1H OCEAN --118.26,33.96,39.0,1542.0,375.0,1256.0,361.0,1.7167,100000.0,<1H OCEAN --118.26,33.96,37.0,1625.0,383.0,1243.0,350.0,1.3971,89800.0,<1H OCEAN --118.28,33.96,42.0,1604.0,399.0,1581.0,387.0,1.7656,96700.0,<1H OCEAN --118.28,33.95,40.0,2044.0,538.0,2150.0,524.0,2.1437,94800.0,<1H OCEAN --118.28,33.96,42.0,1206.0,304.0,1167.0,250.0,1.615,101300.0,<1H OCEAN --118.28,33.96,39.0,882.0,221.0,697.0,189.0,1.8472,99100.0,<1H OCEAN --118.28,33.96,23.0,1983.0,611.0,2048.0,600.0,1.5313,91400.0,<1H OCEAN --118.29,33.95,35.0,1401.0,362.0,1357.0,327.0,2.0917,99300.0,<1H OCEAN --118.29,33.95,32.0,721.0,205.0,842.0,208.0,1.6029,89700.0,<1H OCEAN --118.29,33.96,39.0,1340.0,409.0,1463.0,367.0,1.5294,111400.0,<1H OCEAN --118.29,33.95,40.0,2808.0,695.0,2357.0,627.0,1.9655,102300.0,<1H OCEAN --118.29,33.95,39.0,1701.0,428.0,1468.0,411.0,1.9702,93200.0,<1H OCEAN --118.28,33.94,43.0,1201.0,292.0,840.0,252.0,2.7917,105600.0,<1H OCEAN --118.29,33.94,34.0,1089.0,278.0,995.0,315.0,2.3352,107700.0,<1H OCEAN --118.27,33.95,35.0,2073.0,494.0,1753.0,490.0,1.5,93600.0,<1H OCEAN --118.27,33.95,43.0,1156.0,291.0,1074.0,299.0,1.8814,94900.0,<1H OCEAN --118.27,33.94,30.0,1041.0,275.0,877.0,270.0,1.5268,91600.0,<1H OCEAN --118.28,33.94,38.0,637.0,204.0,679.0,162.0,1.5714,89700.0,<1H OCEAN --118.28,33.95,41.0,835.0,208.0,707.0,192.0,1.4103,86200.0,<1H OCEAN --118.27,33.95,40.0,935.0,226.0,818.0,236.0,1.8798,101300.0,<1H OCEAN --118.27,33.95,34.0,987.0,248.0,902.0,221.0,2.3365,98000.0,<1H OCEAN --118.27,33.95,34.0,1261.0,315.0,1027.0,303.0,2.2946,88800.0,<1H OCEAN --118.27,33.95,29.0,1579.0,351.0,1056.0,322.0,2.3056,98500.0,<1H OCEAN --118.25,33.95,35.0,1405.0,326.0,1086.0,273.0,1.0375,89800.0,<1H OCEAN --118.26,33.94,45.0,1080.0,218.0,850.0,237.0,2.25,93400.0,<1H OCEAN --118.26,33.95,44.0,1771.0,378.0,1296.0,399.0,1.6389,96700.0,<1H OCEAN --118.26,33.95,44.0,1481.0,329.0,999.0,315.0,1.5147,94600.0,<1H OCEAN --118.26,33.94,44.0,1103.0,265.0,760.0,247.0,1.6887,99600.0,<1H OCEAN --118.25,33.94,37.0,1002.0,270.0,1092.0,273.0,1.6333,94500.0,<1H OCEAN --118.26,33.94,41.0,1510.0,410.0,1408.0,389.0,1.65,94200.0,<1H OCEAN --118.27,33.94,38.0,1314.0,318.0,1080.0,285.0,1.5872,89800.0,<1H OCEAN --118.26,33.94,44.0,795.0,181.0,716.0,167.0,2.0,90300.0,<1H OCEAN --118.26,33.93,35.0,1562.0,403.0,1587.0,406.0,1.4917,93200.0,<1H OCEAN --118.27,33.93,41.0,570.0,135.0,466.0,121.0,2.6458,91300.0,<1H OCEAN --118.27,33.94,34.0,721.0,165.0,661.0,171.0,2.0789,92400.0,<1H OCEAN --118.27,33.94,37.0,973.0,221.0,842.0,178.0,1.6645,94900.0,<1H OCEAN --118.27,33.93,36.0,1467.0,369.0,1247.0,347.0,1.8191,92700.0,<1H OCEAN --118.26,33.93,36.0,1102.0,247.0,702.0,225.0,1.5256,95400.0,<1H OCEAN --118.26,33.93,42.0,1433.0,295.0,775.0,293.0,1.1326,104800.0,<1H OCEAN --118.25,33.93,42.0,657.0,147.0,526.0,132.0,2.5,110200.0,<1H OCEAN --118.26,33.92,40.0,1076.0,244.0,705.0,255.0,1.7986,98900.0,<1H OCEAN --118.27,33.92,36.0,1465.0,346.0,1147.0,324.0,1.7262,88800.0,<1H OCEAN --118.27,33.94,43.0,1309.0,344.0,1182.0,340.0,1.6625,88700.0,<1H OCEAN --118.27,33.94,30.0,1764.0,397.0,1406.0,362.0,1.449,93100.0,<1H OCEAN --118.27,33.94,39.0,2078.0,561.0,1901.0,504.0,1.1468,96900.0,<1H OCEAN --118.28,33.93,21.0,847.0,278.0,1283.0,277.0,1.4329,94100.0,<1H OCEAN --118.28,33.94,32.0,1381.0,375.0,1268.0,354.0,1.1051,94200.0,<1H OCEAN --118.28,33.94,9.0,456.0,130.0,438.0,114.0,0.8952,81300.0,<1H OCEAN --118.28,33.94,44.0,1631.0,338.0,1197.0,355.0,3.0788,100000.0,<1H OCEAN --118.28,33.93,42.0,1898.0,460.0,1503.0,429.0,2.5179,97400.0,<1H OCEAN --118.29,33.93,43.0,2021.0,379.0,1051.0,352.0,3.3836,129900.0,<1H OCEAN --118.29,33.94,47.0,1782.0,338.0,1003.0,329.0,2.5398,105700.0,<1H OCEAN --118.28,33.93,41.0,936.0,257.0,913.0,226.0,2.0313,122600.0,<1H OCEAN --118.29,33.92,40.0,1935.0,461.0,1616.0,433.0,2.875,120200.0,<1H OCEAN --118.29,33.93,41.0,896.0,198.0,605.0,168.0,2.2778,128100.0,<1H OCEAN --118.27,33.93,38.0,2073.0,500.0,1657.0,470.0,1.2098,88400.0,<1H OCEAN --118.28,33.92,39.0,1274.0,282.0,975.0,277.0,1.5114,90400.0,<1H OCEAN --118.28,33.93,43.0,269.0,74.0,295.0,79.0,2.2969,90600.0,<1H OCEAN --118.28,33.93,45.0,529.0,112.0,448.0,120.0,3.5833,90600.0,<1H OCEAN --118.28,33.93,52.0,117.0,33.0,74.0,45.0,0.4999,90600.0,<1H OCEAN --118.25,33.94,44.0,1463.0,312.0,940.0,312.0,2.3333,99800.0,<1H OCEAN --118.25,33.94,43.0,1113.0,378.0,1305.0,334.0,1.1434,91300.0,<1H OCEAN --118.25,33.94,43.0,793.0,,736.0,231.0,0.8527,90400.0,<1H OCEAN --118.23,33.95,37.0,2667.0,671.0,2865.0,683.0,0.6831,87500.0,<1H OCEAN --118.24,33.95,40.0,1193.0,280.0,1210.0,286.0,1.35,89500.0,<1H OCEAN --118.24,33.95,37.0,649.0,147.0,653.0,147.0,1.4792,97500.0,<1H OCEAN --118.24,33.95,36.0,2316.0,543.0,1938.0,507.0,1.25,97400.0,<1H OCEAN --118.24,33.95,21.0,1260.0,342.0,1167.0,310.0,0.9708,107600.0,<1H OCEAN --118.25,33.95,28.0,2136.0,,1799.0,476.0,1.5427,95700.0,<1H OCEAN --118.24,33.95,37.0,441.0,125.0,390.0,98.0,1.6513,90200.0,<1H OCEAN --118.25,33.95,25.0,764.0,200.0,801.0,220.0,1.1384,100000.0,<1H OCEAN --118.25,33.93,40.0,975.0,270.0,1068.0,270.0,0.9889,87500.0,<1H OCEAN --118.25,33.93,36.0,2452.0,734.0,2664.0,667.0,0.9298,100000.0,<1H OCEAN --118.25,33.93,42.0,819.0,233.0,899.0,228.0,1.1346,85400.0,<1H OCEAN --118.24,33.94,37.0,869.0,241.0,1040.0,233.0,2.0,84200.0,<1H OCEAN --118.24,33.94,34.0,796.0,180.0,673.0,144.0,2.0769,88300.0,<1H OCEAN --118.24,33.93,37.0,1027.0,258.0,824.0,248.0,1.5132,86300.0,<1H OCEAN --118.24,33.93,32.0,779.0,201.0,861.0,219.0,1.0625,89800.0,<1H OCEAN --118.24,33.94,42.0,380.0,106.0,411.0,100.0,0.9705,90000.0,<1H OCEAN --118.24,33.94,39.0,1215.0,273.0,1211.0,265.0,1.7212,95500.0,<1H OCEAN --118.23,33.94,39.0,1141.0,258.0,1313.0,234.0,2.0187,90100.0,<1H OCEAN --118.23,33.94,35.0,1090.0,267.0,1339.0,263.0,2.1607,97600.0,<1H OCEAN --118.23,33.94,36.0,1110.0,,1417.0,302.0,2.3333,92100.0,<1H OCEAN --118.24,33.94,30.0,940.0,211.0,1071.0,204.0,1.2679,92000.0,<1H OCEAN --118.23,33.93,36.0,501.0,123.0,487.0,118.0,1.3,87000.0,<1H OCEAN --118.23,33.93,39.0,2065.0,532.0,2015.0,535.0,0.8478,104900.0,<1H OCEAN --118.24,33.93,32.0,1063.0,282.0,992.0,253.0,0.8984,88700.0,<1H OCEAN --118.39,34.12,29.0,6447.0,1012.0,2184.0,960.0,8.2816,500001.0,<1H OCEAN --118.4,34.11,32.0,5578.0,753.0,1567.0,697.0,15.0001,500001.0,<1H OCEAN --118.42,34.12,27.0,2089.0,303.0,654.0,270.0,12.3767,500001.0,<1H OCEAN --118.43,34.11,27.0,10806.0,1440.0,3511.0,1352.0,12.7296,500001.0,<1H OCEAN --118.43,34.09,27.0,1613.0,200.0,497.0,197.0,7.9835,500001.0,<1H OCEAN --118.45,34.12,20.0,10722.0,1617.0,3731.0,1511.0,9.7449,500001.0,<1H OCEAN --118.44,34.09,36.0,3129.0,392.0,862.0,334.0,15.0001,500001.0,<1H OCEAN --118.43,34.08,46.0,778.0,90.0,238.0,93.0,15.0001,500001.0,<1H OCEAN --118.45,34.08,52.0,1500.0,176.0,384.0,145.0,7.1576,500001.0,<1H OCEAN --118.45,34.1,31.0,6675.0,842.0,2092.0,796.0,11.8442,500001.0,<1H OCEAN --118.46,34.08,35.0,3247.0,525.0,1065.0,484.0,7.8426,500001.0,<1H OCEAN --118.47,34.1,32.0,8041.0,1141.0,2768.0,1106.0,11.1978,500001.0,<1H OCEAN --118.49,34.11,27.0,6603.0,879.0,2336.0,868.0,13.2935,500001.0,<1H OCEAN --118.48,34.07,29.0,4767.0,777.0,1500.0,638.0,10.7937,500001.0,<1H OCEAN --118.48,34.07,40.0,3351.0,484.0,1564.0,523.0,8.5153,500001.0,<1H OCEAN --118.48,34.07,37.0,4042.0,549.0,1318.0,542.0,12.8665,500001.0,<1H OCEAN --118.49,34.06,42.0,2861.0,360.0,829.0,310.0,15.0001,500001.0,<1H OCEAN --118.49,34.07,36.0,2929.0,366.0,1054.0,352.0,13.5728,500001.0,<1H OCEAN --118.51,34.11,29.0,9013.0,1117.0,2919.0,1061.0,13.947,500001.0,<1H OCEAN --118.5,34.05,39.0,1487.0,163.0,414.0,160.0,15.0,500001.0,<1H OCEAN --118.53,34.09,37.0,5477.0,833.0,1925.0,757.0,8.1888,500001.0,<1H OCEAN --118.52,34.05,45.0,1814.0,325.0,709.0,311.0,4.825,500001.0,<1H OCEAN --118.52,34.04,47.0,1985.0,315.0,819.0,340.0,6.5147,500001.0,<1H OCEAN --118.57,34.09,14.0,7970.0,1142.0,2926.0,1096.0,11.2866,500001.0,<1H OCEAN --118.54,34.05,33.0,6778.0,1092.0,2540.0,1052.0,8.565,500001.0,<1H OCEAN --118.55,34.04,41.0,1482.0,239.0,617.0,242.0,8.8619,500001.0,<1H OCEAN --118.56,34.03,34.0,2095.0,343.0,662.0,299.0,8.2934,500001.0,<1H OCEAN --118.56,34.06,24.0,2332.0,349.0,761.0,325.0,7.3031,500001.0,<1H OCEAN --118.54,34.06,21.0,3755.0,525.0,1493.0,526.0,11.4233,500001.0,<1H OCEAN --118.55,34.03,35.0,9075.0,1858.0,3646.0,1724.0,6.0307,500001.0,<1H OCEAN --118.52,34.04,42.0,993.0,130.0,368.0,134.0,10.8082,500001.0,<1H OCEAN --118.52,34.04,43.0,2167.0,254.0,761.0,256.0,13.6842,500001.0,<1H OCEAN --118.53,34.04,45.0,1711.0,264.0,735.0,261.0,9.1078,500001.0,<1H OCEAN --118.53,34.03,40.0,4350.0,763.0,1551.0,665.0,7.0318,500001.0,<1H OCEAN --118.5,34.05,36.0,4152.0,542.0,1461.0,550.0,15.0001,500001.0,<1H OCEAN --118.55,33.99,39.0,2603.0,456.0,928.0,410.0,7.9096,500001.0,NEAR OCEAN --118.51,34.04,38.0,4715.0,691.0,1660.0,637.0,10.1882,500001.0,<1H OCEAN --118.47,34.06,45.0,1271.0,190.0,419.0,171.0,7.6447,500001.0,<1H OCEAN --118.47,34.06,45.0,3030.0,433.0,916.0,399.0,9.4664,500001.0,<1H OCEAN --118.48,34.05,48.0,3623.0,528.0,1282.0,516.0,9.5221,500001.0,<1H OCEAN --118.49,34.05,42.0,1918.0,216.0,632.0,224.0,15.0001,500001.0,<1H OCEAN --118.47,34.06,26.0,6577.0,1789.0,2937.0,1652.0,4.801,500001.0,<1H OCEAN --118.46,34.06,20.0,5448.0,1532.0,2202.0,1442.0,4.2554,500001.0,<1H OCEAN --118.47,34.05,25.0,2689.0,719.0,1229.0,663.0,3.5909,500001.0,<1H OCEAN --118.46,34.05,25.0,4077.0,1151.0,1719.0,1017.0,3.7721,337500.0,<1H OCEAN --118.46,34.05,21.0,3639.0,1002.0,1489.0,983.0,4.6197,387500.0,<1H OCEAN --118.47,34.05,22.0,5215.0,1193.0,2048.0,1121.0,4.7009,500001.0,<1H OCEAN --118.47,34.05,27.0,4401.0,1033.0,1725.0,962.0,4.175,500001.0,<1H OCEAN --118.48,34.05,36.0,2143.0,434.0,751.0,396.0,6.7496,500001.0,<1H OCEAN --118.49,34.05,45.0,1346.0,214.0,415.0,209.0,7.0285,500001.0,<1H OCEAN --118.42,34.08,46.0,1399.0,148.0,410.0,152.0,15.0001,500001.0,<1H OCEAN --118.43,34.07,34.0,3203.0,483.0,949.0,439.0,10.3467,500001.0,<1H OCEAN --118.43,34.07,38.0,3251.0,656.0,1251.0,593.0,7.7382,500001.0,<1H OCEAN --118.44,34.07,26.0,3535.0,748.0,1322.0,666.0,7.1674,500001.0,<1H OCEAN --118.44,34.07,35.0,1973.0,332.0,1257.0,296.0,8.9565,500001.0,<1H OCEAN --118.44,34.06,28.0,3910.0,959.0,1763.0,867.0,5.5,500001.0,<1H OCEAN --118.44,34.07,21.0,730.0,263.0,965.0,224.0,2.0511,350000.0,<1H OCEAN --118.44,34.06,14.0,520.0,292.0,282.0,213.0,2.2857,500001.0,<1H OCEAN --118.45,34.07,13.0,4284.0,1452.0,3806.0,1252.0,1.3125,350000.0,<1H OCEAN --118.45,34.07,19.0,4845.0,1609.0,3751.0,1539.0,1.583,350000.0,<1H OCEAN --118.45,34.06,20.0,3367.0,1264.0,2667.0,1131.0,2.2444,500000.0,<1H OCEAN --118.46,34.06,46.0,1302.0,215.0,482.0,226.0,7.0674,500001.0,<1H OCEAN --118.46,34.07,43.0,2511.0,456.0,808.0,407.0,6.7703,500001.0,<1H OCEAN --118.46,34.07,49.0,2418.0,301.0,850.0,318.0,14.2867,500001.0,<1H OCEAN --118.46,34.07,42.0,2564.0,460.0,913.0,414.0,9.2225,500001.0,<1H OCEAN --118.44,34.06,9.0,5102.0,1695.0,2609.0,1450.0,3.2545,500001.0,<1H OCEAN --118.44,34.05,18.0,4780.0,1192.0,1886.0,1036.0,4.4674,500001.0,<1H OCEAN --118.44,34.05,32.0,1880.0,435.0,798.0,417.0,4.7109,500000.0,<1H OCEAN --118.44,34.05,15.0,5368.0,1312.0,2269.0,1232.0,5.7097,316700.0,<1H OCEAN --118.43,34.06,11.0,3184.0,641.0,911.0,463.0,7.2675,500001.0,<1H OCEAN --118.43,34.06,41.0,1463.0,267.0,601.0,267.0,5.3777,500001.0,<1H OCEAN --118.43,34.05,22.0,4251.0,1073.0,1581.0,881.0,5.2555,500001.0,<1H OCEAN --118.44,34.06,13.0,4833.0,1119.0,1649.0,807.0,6.2389,500001.0,<1H OCEAN --118.42,34.06,40.0,2933.0,565.0,1077.0,536.0,6.1527,500001.0,<1H OCEAN --118.43,34.06,31.0,1317.0,284.0,523.0,274.0,7.4219,500001.0,<1H OCEAN --118.43,34.06,38.0,2982.0,664.0,1122.0,572.0,4.1908,500001.0,<1H OCEAN --118.43,34.06,20.0,4600.0,1018.0,1675.0,932.0,5.1999,500001.0,<1H OCEAN --118.42,34.06,44.0,533.0,90.0,291.0,97.0,10.8045,500001.0,<1H OCEAN --118.42,34.06,52.0,1881.0,334.0,640.0,321.0,6.871,500001.0,<1H OCEAN --118.42,34.05,38.0,4888.0,1126.0,1698.0,937.0,4.8304,500001.0,<1H OCEAN --118.43,34.05,52.0,1693.0,290.0,727.0,305.0,6.7115,500001.0,<1H OCEAN --118.43,34.05,24.0,3832.0,949.0,1613.0,893.0,3.9673,477300.0,<1H OCEAN --118.44,34.05,20.0,5943.0,1538.0,2492.0,1429.0,4.1141,305000.0,<1H OCEAN --118.44,34.05,22.0,3970.0,871.0,1588.0,791.0,4.8618,500001.0,<1H OCEAN --118.43,34.04,52.0,2425.0,435.0,962.0,412.0,5.8587,494700.0,<1H OCEAN --118.45,34.05,28.0,801.0,399.0,936.0,406.0,2.1875,181300.0,<1H OCEAN --118.45,34.04,22.0,3319.0,1045.0,1848.0,940.0,3.6673,283300.0,<1H OCEAN --118.45,34.04,23.0,3771.0,1321.0,2031.0,1241.0,2.7679,277500.0,<1H OCEAN --118.46,34.05,25.0,6902.0,2138.0,3136.0,1844.0,2.6509,410000.0,<1H OCEAN --118.45,34.05,23.0,4099.0,1287.0,2103.0,1217.0,3.7549,275000.0,<1H OCEAN --118.46,34.04,19.0,3522.0,1036.0,1820.0,977.0,3.2663,337500.0,<1H OCEAN --118.47,34.04,21.0,5041.0,1491.0,2719.0,1420.0,3.5335,268800.0,<1H OCEAN --118.45,34.04,19.0,3330.0,1010.0,1837.0,915.0,3.0173,393800.0,<1H OCEAN --118.46,34.04,25.0,2142.0,718.0,1390.0,699.0,3.0069,325000.0,<1H OCEAN --118.46,34.04,25.0,2768.0,850.0,1558.0,784.0,3.6976,360000.0,<1H OCEAN --118.46,34.04,17.0,2729.0,897.0,1404.0,758.0,3.1235,420800.0,<1H OCEAN --118.46,34.04,31.0,2621.0,707.0,1632.0,673.0,3.287,348100.0,<1H OCEAN --118.45,34.04,21.0,2819.0,648.0,1435.0,593.0,3.9489,360200.0,<1H OCEAN --118.45,34.03,45.0,727.0,168.0,520.0,175.0,2.6528,300000.0,<1H OCEAN --118.45,34.03,39.0,1657.0,402.0,931.0,363.0,3.7813,336300.0,<1H OCEAN --118.44,34.04,49.0,32.0,7.0,14.0,7.0,2.1875,225000.0,<1H OCEAN --118.44,34.04,16.0,18.0,6.0,3.0,4.0,0.536,350000.0,<1H OCEAN --118.44,34.04,31.0,2670.0,662.0,1535.0,631.0,3.0714,347800.0,<1H OCEAN --118.43,34.04,52.0,1782.0,308.0,735.0,307.0,5.2954,485100.0,<1H OCEAN --118.42,34.04,46.0,1508.0,276.0,639.0,273.0,4.925,409800.0,<1H OCEAN --118.43,34.04,42.0,2725.0,569.0,1115.0,516.0,4.5833,427500.0,<1H OCEAN --118.41,34.05,16.0,9728.0,2211.0,3026.0,1899.0,5.8758,500001.0,<1H OCEAN --118.42,34.05,33.0,2921.0,652.0,1124.0,608.0,5.0151,500001.0,<1H OCEAN --118.42,34.05,52.0,2533.0,402.0,981.0,386.0,7.8164,500001.0,<1H OCEAN --118.4,34.05,26.0,4473.0,923.0,1518.0,805.0,5.0762,500001.0,<1H OCEAN --118.4,34.04,40.0,2079.0,268.0,720.0,282.0,9.272,500001.0,<1H OCEAN --118.4,34.04,42.0,1298.0,174.0,420.0,190.0,12.8483,500001.0,<1H OCEAN --118.4,34.03,36.0,1831.0,296.0,871.0,269.0,8.1484,500001.0,<1H OCEAN --118.41,34.03,33.0,1730.0,386.0,994.0,363.0,3.7277,500001.0,<1H OCEAN --118.41,34.04,49.0,601.0,95.0,228.0,106.0,8.0239,500001.0,<1H OCEAN --118.39,34.05,35.0,2458.0,576.0,1047.0,554.0,4.0283,412500.0,<1H OCEAN --118.39,34.05,42.0,3105.0,559.0,1253.0,531.0,5.222,500001.0,<1H OCEAN --118.4,34.05,34.0,2113.0,459.0,859.0,432.0,3.6953,500001.0,<1H OCEAN --118.39,34.05,25.0,2814.0,701.0,1139.0,658.0,4.0153,460000.0,<1H OCEAN --118.41,34.04,52.0,1907.0,261.0,681.0,249.0,10.9805,500001.0,<1H OCEAN --118.41,34.04,52.0,2113.0,332.0,800.0,327.0,11.1768,500001.0,<1H OCEAN --118.41,34.03,36.0,3053.0,635.0,1234.0,577.0,5.1637,500001.0,<1H OCEAN --118.42,34.04,51.0,1975.0,348.0,771.0,357.0,6.626,500001.0,<1H OCEAN --118.42,34.04,52.0,1358.0,272.0,574.0,267.0,5.6454,500001.0,<1H OCEAN --118.39,34.04,45.0,2089.0,312.0,834.0,305.0,7.3028,500001.0,<1H OCEAN --118.39,34.04,44.0,1873.0,286.0,635.0,283.0,5.5951,461300.0,<1H OCEAN --118.4,34.04,43.0,3863.0,537.0,1398.0,511.0,8.5938,500001.0,<1H OCEAN --118.4,34.05,43.0,1028.0,145.0,394.0,149.0,10.4519,500001.0,<1H OCEAN --118.39,34.05,42.0,1467.0,203.0,577.0,204.0,6.6368,500001.0,<1H OCEAN --118.38,34.04,35.0,2237.0,592.0,1794.0,543.0,2.2961,207700.0,<1H OCEAN --118.38,34.04,31.0,2846.0,727.0,2120.0,672.0,2.7226,254200.0,<1H OCEAN --118.38,34.04,45.0,767.0,130.0,254.0,118.0,6.2895,340400.0,<1H OCEAN --118.38,34.04,36.0,3005.0,771.0,2054.0,758.0,2.0437,309100.0,<1H OCEAN --118.38,34.04,39.0,2614.0,569.0,1665.0,553.0,3.4063,271600.0,<1H OCEAN --118.39,34.04,41.0,101.0,23.0,85.0,30.0,4.125,237500.0,<1H OCEAN --118.39,34.04,52.0,1492.0,277.0,666.0,289.0,4.7386,340400.0,<1H OCEAN --118.39,34.04,49.0,1230.0,279.0,669.0,269.0,3.9038,308300.0,<1H OCEAN --118.39,34.03,28.0,1722.0,536.0,1161.0,481.0,3.2228,232500.0,<1H OCEAN --118.39,34.03,25.0,3442.0,1050.0,1890.0,914.0,3.0574,319400.0,<1H OCEAN --118.4,34.03,24.0,1101.0,318.0,491.0,287.0,3.2222,319400.0,<1H OCEAN --118.4,34.03,43.0,1006.0,201.0,520.0,199.0,6.5669,372800.0,<1H OCEAN --118.41,34.03,26.0,4376.0,1394.0,2435.0,1250.0,2.8418,327300.0,<1H OCEAN --118.4,34.02,19.0,7297.0,2331.0,3870.0,2144.0,3.116,300000.0,<1H OCEAN --118.4,34.02,27.0,515.0,201.0,397.0,228.0,2.4135,184400.0,<1H OCEAN --118.41,34.03,24.0,3711.0,1192.0,1764.0,1147.0,3.1642,366700.0,<1H OCEAN --118.41,34.02,24.0,2610.0,756.0,1322.0,692.0,3.5022,281300.0,<1H OCEAN --118.41,34.02,16.0,5825.0,1866.0,3390.0,1752.0,3.0965,320000.0,<1H OCEAN --118.39,34.03,19.0,1450.0,509.0,746.0,437.0,3.1415,55000.0,<1H OCEAN --118.4,34.03,13.0,6152.0,1978.0,3397.0,1845.0,3.4058,275000.0,<1H OCEAN --118.38,34.03,36.0,2101.0,569.0,1756.0,527.0,2.9344,222100.0,<1H OCEAN --118.39,34.03,39.0,1366.0,375.0,1237.0,370.0,3.7206,230900.0,<1H OCEAN --118.37,34.04,43.0,888.0,170.0,514.0,161.0,3.1827,202800.0,<1H OCEAN --118.37,34.04,42.0,1809.0,424.0,1094.0,382.0,2.767,143000.0,<1H OCEAN --118.38,34.03,43.0,912.0,255.0,705.0,246.0,2.6402,185700.0,<1H OCEAN --118.37,34.04,25.0,542.0,161.0,442.0,131.0,2.25,333300.0,<1H OCEAN --118.37,34.04,43.0,1465.0,278.0,727.0,290.0,4.0781,289400.0,<1H OCEAN --118.42,34.03,45.0,1262.0,223.0,637.0,221.0,5.0866,427300.0,<1H OCEAN --118.43,34.03,45.0,1740.0,311.0,788.0,306.0,5.2099,373600.0,<1H OCEAN --118.43,34.03,39.0,1733.0,429.0,855.0,387.0,3.2308,340800.0,<1H OCEAN --118.43,34.03,26.0,1706.0,516.0,894.0,435.0,3.1875,372700.0,<1H OCEAN --118.42,34.03,44.0,904.0,176.0,358.0,158.0,3.3542,344200.0,<1H OCEAN --118.44,34.03,25.0,2059.0,659.0,1349.0,588.0,3.2396,352400.0,<1H OCEAN --118.43,34.03,36.0,1552.0,388.0,867.0,352.0,3.6467,346700.0,<1H OCEAN --118.44,34.03,37.0,1193.0,205.0,488.0,224.0,3.625,357600.0,<1H OCEAN --118.44,34.03,37.0,975.0,189.0,489.0,202.0,4.2434,331000.0,<1H OCEAN --118.44,34.03,30.0,1039.0,303.0,606.0,274.0,3.125,343800.0,<1H OCEAN --118.45,34.03,41.0,1240.0,320.0,711.0,304.0,3.3482,318100.0,<1H OCEAN --118.45,34.03,41.0,2083.0,528.0,993.0,481.0,4.0231,353900.0,<1H OCEAN --118.44,34.03,41.0,1164.0,265.0,561.0,251.0,4.2411,350900.0,<1H OCEAN --118.44,34.02,37.0,1592.0,308.0,783.0,321.0,6.2583,386000.0,<1H OCEAN --118.44,34.01,43.0,1408.0,246.0,651.0,240.0,4.5795,400000.0,<1H OCEAN --118.44,34.01,41.0,1309.0,221.0,534.0,228.0,5.1708,418800.0,<1H OCEAN --118.45,34.01,37.0,1328.0,250.0,626.0,228.0,5.8666,440100.0,<1H OCEAN --118.45,34.01,40.0,1361.0,240.0,559.0,229.0,6.3516,354300.0,<1H OCEAN --118.45,34.01,36.0,2424.0,418.0,1123.0,417.0,6.4755,405800.0,<1H OCEAN --118.44,34.02,32.0,2242.0,490.0,921.0,461.0,4.0429,500001.0,<1H OCEAN --118.43,34.01,43.0,1487.0,242.0,675.0,247.0,5.3403,489800.0,<1H OCEAN --118.44,34.02,39.0,3278.0,632.0,1321.0,617.0,6.2917,465700.0,<1H OCEAN --118.43,34.02,38.0,2172.0,437.0,830.0,368.0,3.9091,500001.0,<1H OCEAN --118.43,34.02,42.0,1528.0,244.0,634.0,242.0,8.1631,500001.0,<1H OCEAN --118.43,34.02,41.0,2403.0,516.0,1001.0,514.0,4.3906,500001.0,<1H OCEAN --118.42,34.03,44.0,629.0,131.0,326.0,156.0,4.5278,374300.0,<1H OCEAN --118.41,34.03,20.0,4374.0,1311.0,2165.0,1185.0,3.6019,463600.0,<1H OCEAN --118.42,34.02,21.0,3244.0,815.0,1423.0,781.0,3.6488,340800.0,<1H OCEAN --118.42,34.02,34.0,2243.0,444.0,973.0,413.0,4.9676,414100.0,<1H OCEAN --118.42,34.02,28.0,3167.0,737.0,1248.0,665.0,3.1941,394700.0,<1H OCEAN --118.42,34.02,34.0,2995.0,942.0,2626.0,947.0,2.2402,450000.0,<1H OCEAN --118.41,34.02,34.0,1430.0,357.0,805.0,362.0,3.3462,307000.0,<1H OCEAN --118.42,34.02,22.0,3292.0,1134.0,1655.0,898.0,3.1746,348800.0,<1H OCEAN --118.42,34.02,26.0,2664.0,842.0,1745.0,789.0,3.4269,301900.0,<1H OCEAN --118.41,34.02,35.0,1728.0,442.0,1161.0,420.0,3.725,310000.0,<1H OCEAN --118.41,34.02,19.0,4702.0,1472.0,2636.0,1334.0,3.3955,225000.0,<1H OCEAN --118.41,34.02,27.0,2224.0,618.0,1594.0,625.0,3.0833,315500.0,<1H OCEAN --118.42,34.01,33.0,2731.0,535.0,1280.0,510.0,4.7083,420100.0,<1H OCEAN --118.42,34.01,32.0,1300.0,356.0,703.0,311.0,3.5667,394000.0,<1H OCEAN --118.43,34.01,27.0,3133.0,1021.0,2242.0,1002.0,2.697,412500.0,<1H OCEAN --118.43,34.01,41.0,1527.0,279.0,746.0,285.0,6.4232,446600.0,<1H OCEAN --118.43,34.01,31.0,2526.0,528.0,1046.0,504.0,4.7009,500001.0,<1H OCEAN --118.44,34.01,42.0,2061.0,396.0,907.0,393.0,6.0804,420000.0,<1H OCEAN --118.44,34.0,44.0,1462.0,338.0,821.0,341.0,2.599,362200.0,<1H OCEAN --118.44,34.0,44.0,1798.0,353.0,835.0,314.0,4.75,355800.0,<1H OCEAN --118.45,34.0,39.0,1909.0,359.0,867.0,345.0,4.7,334700.0,<1H OCEAN --118.44,34.0,40.0,1287.0,346.0,806.0,311.0,3.875,321300.0,<1H OCEAN --118.43,34.0,30.0,2148.0,597.0,1341.0,559.0,3.3995,324000.0,<1H OCEAN --118.44,34.0,22.0,5822.0,1707.0,3335.0,1585.0,3.1579,243100.0,<1H OCEAN --118.44,34.0,41.0,1562.0,377.0,874.0,368.0,4.1083,324300.0,<1H OCEAN --118.42,34.01,42.0,1594.0,369.0,952.0,362.0,3.099,335400.0,<1H OCEAN --118.42,34.01,29.0,1996.0,489.0,960.0,449.0,3.6611,344200.0,<1H OCEAN --118.42,34.0,31.0,1930.0,456.0,1002.0,410.0,3.9798,458600.0,<1H OCEAN --118.43,34.0,28.0,6128.0,1963.0,3586.0,1815.0,2.7058,310900.0,<1H OCEAN --118.46,34.01,43.0,513.0,98.0,266.0,103.0,5.6428,343100.0,<1H OCEAN --118.46,34.0,39.0,4098.0,1100.0,2054.0,1053.0,2.918,345600.0,<1H OCEAN --118.46,34.0,37.0,388.0,83.0,248.0,84.0,5.1664,326700.0,<1H OCEAN --118.46,34.0,36.0,1392.0,260.0,679.0,247.0,4.7344,346900.0,<1H OCEAN --118.46,34.01,39.0,711.0,148.0,347.0,153.0,4.2813,297200.0,<1H OCEAN --118.47,34.0,38.0,1235.0,390.0,891.0,376.0,2.7143,287500.0,<1H OCEAN --118.47,34.0,41.0,2331.0,636.0,1839.0,537.0,2.288,263500.0,<1H OCEAN --118.46,34.0,39.0,614.0,174.0,538.0,159.0,2.3542,235700.0,<1H OCEAN --118.47,33.99,34.0,1875.0,501.0,1491.0,526.0,2.8417,321400.0,<1H OCEAN --118.47,34.0,37.0,2586.0,765.0,1801.0,737.0,2.6042,305800.0,<1H OCEAN --118.47,33.99,31.0,1312.0,376.0,1178.0,330.0,2.0714,300000.0,<1H OCEAN --118.47,33.99,41.0,1146.0,310.0,833.0,270.0,2.5938,285000.0,<1H OCEAN --118.47,33.99,33.0,854.0,235.0,645.0,198.0,2.1471,239300.0,<1H OCEAN --118.51,33.98,40.0,1901.0,679.0,865.0,587.0,2.3417,425000.0,<1H OCEAN --118.48,33.99,46.0,2219.0,686.0,1107.0,590.0,2.5523,387500.0,<1H OCEAN --118.47,33.99,50.0,1568.0,501.0,764.0,478.0,3.015,414300.0,<1H OCEAN --118.47,33.99,52.0,1523.0,447.0,636.0,408.0,3.0682,412500.0,<1H OCEAN --118.47,33.99,52.0,2167.0,622.0,1095.0,570.0,2.8514,358700.0,<1H OCEAN --118.47,33.99,37.0,2155.0,721.0,1082.0,637.0,3.4071,267500.0,<1H OCEAN --118.47,33.99,24.0,1438.0,454.0,665.0,416.0,2.975,500001.0,<1H OCEAN --118.5,33.97,52.0,709.0,329.0,388.0,313.0,2.2643,350000.0,<1H OCEAN --118.45,33.99,52.0,1010.0,244.0,573.0,242.0,4.1861,363200.0,<1H OCEAN --118.46,33.99,52.0,1158.0,253.0,528.0,253.0,3.5234,334700.0,<1H OCEAN --118.46,33.99,44.0,1122.0,287.0,531.0,256.0,4.0598,335900.0,<1H OCEAN --118.46,34.0,44.0,941.0,230.0,493.0,206.0,3.6458,325800.0,<1H OCEAN --118.46,34.0,52.0,888.0,206.0,376.0,194.0,3.875,372000.0,<1H OCEAN --118.45,34.0,46.0,1777.0,362.0,896.0,334.0,4.45,348300.0,<1H OCEAN --118.45,34.0,43.0,1606.0,408.0,862.0,354.0,3.962,345800.0,<1H OCEAN --118.45,34.0,48.0,1923.0,408.0,1142.0,433.0,4.575,326700.0,<1H OCEAN --118.45,33.99,33.0,3125.0,785.0,1720.0,713.0,2.9722,325000.0,<1H OCEAN --118.45,33.99,52.0,1829.0,472.0,779.0,424.0,3.1607,339000.0,<1H OCEAN --118.46,33.99,41.0,885.0,285.0,562.0,268.0,3.1992,303800.0,<1H OCEAN --118.46,33.99,37.0,1828.0,460.0,1075.0,453.0,4.337,360600.0,<1H OCEAN --118.46,33.98,32.0,2388.0,591.0,1009.0,556.0,5.2121,466700.0,<1H OCEAN --118.46,33.99,35.0,1214.0,300.0,478.0,265.0,4.0156,500001.0,<1H OCEAN --118.46,33.98,27.0,2217.0,520.0,806.0,458.0,3.8935,500001.0,<1H OCEAN --118.5,33.97,29.0,2737.0,808.0,1157.0,696.0,5.128,500001.0,<1H OCEAN --118.45,33.99,45.0,1132.0,269.0,654.0,264.0,4.5673,343100.0,<1H OCEAN --118.45,33.99,26.0,1919.0,405.0,953.0,371.0,6.0672,420800.0,<1H OCEAN --118.46,33.98,19.0,2520.0,726.0,964.0,663.0,3.8068,500001.0,<1H OCEAN --118.46,33.97,19.0,1658.0,427.0,648.0,378.0,3.8698,500001.0,<1H OCEAN --118.46,33.97,18.0,9430.0,2473.0,3408.0,2003.0,6.1726,500001.0,<1H OCEAN --118.46,33.97,19.0,2461.0,521.0,777.0,447.0,10.0,500001.0,<1H OCEAN --118.48,33.96,16.0,895.0,181.0,237.0,149.0,12.0088,500001.0,<1H OCEAN --118.4,34.0,10.0,1526.0,339.0,705.0,268.0,5.8083,321800.0,<1H OCEAN --118.41,34.0,35.0,684.0,161.0,381.0,159.0,2.8393,272000.0,<1H OCEAN --118.41,34.0,30.0,3550.0,934.0,3738.0,880.0,3.191,271200.0,<1H OCEAN --118.41,34.0,18.0,1307.0,441.0,884.0,456.0,2.9338,276300.0,<1H OCEAN --118.42,34.0,14.0,3771.0,1180.0,2355.0,978.0,3.1603,287500.0,<1H OCEAN --118.42,33.99,35.0,1701.0,482.0,1428.0,494.0,3.725,284600.0,<1H OCEAN --118.43,33.99,35.0,2243.0,495.0,1135.0,465.0,4.3281,324000.0,<1H OCEAN --118.43,33.98,19.0,8324.0,1590.0,2927.0,1538.0,7.5426,351700.0,<1H OCEAN --118.43,33.99,45.0,1899.0,461.0,1260.0,415.0,2.6667,320000.0,<1H OCEAN --118.43,33.99,43.0,2483.0,548.0,1212.0,493.0,4.0189,302900.0,<1H OCEAN --118.42,33.99,23.0,5548.0,1245.0,2847.0,1229.0,4.4228,366900.0,<1H OCEAN --118.42,33.98,3.0,475.0,155.0,236.0,153.0,3.6667,450000.0,<1H OCEAN --118.43,33.99,42.0,2558.0,558.0,1328.0,541.0,4.875,301300.0,<1H OCEAN --118.44,33.99,43.0,1432.0,308.0,782.0,303.0,4.3333,303900.0,<1H OCEAN --118.41,33.99,39.0,3014.0,822.0,3212.0,777.0,1.1985,215000.0,<1H OCEAN --118.42,33.99,38.0,740.0,171.0,599.0,194.0,4.0893,248900.0,<1H OCEAN --118.42,33.99,35.0,1724.0,419.0,1079.0,394.0,4.5521,263800.0,<1H OCEAN --118.41,34.0,35.0,1062.0,305.0,1026.0,307.0,2.7153,265500.0,<1H OCEAN --118.41,33.99,36.0,1089.0,234.0,632.0,215.0,3.6538,276100.0,<1H OCEAN --118.4,33.99,39.0,1613.0,380.0,1113.0,356.0,2.825,276700.0,<1H OCEAN --118.41,33.98,33.0,3331.0,777.0,1695.0,735.0,3.9727,307200.0,<1H OCEAN --118.39,33.97,38.0,993.0,175.0,374.0,180.0,6.2673,357200.0,<1H OCEAN --118.38,33.97,43.0,2715.0,458.0,1151.0,434.0,7.4897,362600.0,<1H OCEAN --118.39,33.97,44.0,1097.0,186.0,513.0,185.0,6.235,361400.0,<1H OCEAN --118.39,33.97,43.0,2700.0,510.0,1146.0,506.0,5.1333,345900.0,<1H OCEAN --118.39,33.97,46.0,2198.0,352.0,839.0,335.0,6.5778,350800.0,<1H OCEAN --118.39,33.96,45.0,1361.0,252.0,581.0,263.0,5.8143,340700.0,<1H OCEAN --118.39,33.96,45.0,1436.0,374.0,662.0,292.0,3.625,329400.0,<1H OCEAN --118.36,33.98,40.0,1113.0,234.0,584.0,231.0,3.0927,316000.0,<1H OCEAN --118.37,33.98,39.0,303.0,69.0,131.0,73.0,4.3438,331800.0,<1H OCEAN --118.37,33.97,32.0,6699.0,1781.0,2725.0,1544.0,3.3889,285700.0,<1H OCEAN --118.41,33.97,37.0,1629.0,275.0,668.0,266.0,6.1333,387200.0,<1H OCEAN --118.41,33.97,44.0,2298.0,388.0,849.0,360.0,5.5941,363500.0,<1H OCEAN --118.4,33.96,44.0,1877.0,314.0,877.0,320.0,6.8197,363600.0,<1H OCEAN --118.41,33.96,44.0,1802.0,306.0,753.0,282.0,6.0286,356000.0,<1H OCEAN --118.41,33.97,43.0,1464.0,224.0,581.0,232.0,6.2022,365900.0,<1H OCEAN --118.41,33.97,44.0,2789.0,503.0,3732.0,474.0,4.6176,352300.0,<1H OCEAN --118.42,33.97,44.0,1462.0,240.0,562.0,237.0,4.9375,365200.0,<1H OCEAN --118.42,33.96,44.0,1282.0,216.0,494.0,209.0,5.618,365900.0,<1H OCEAN --118.43,33.96,38.0,1104.0,216.0,415.0,163.0,6.1985,422000.0,<1H OCEAN --118.43,33.96,13.0,1860.0,345.0,800.0,355.0,5.8864,500001.0,<1H OCEAN --118.44,33.96,33.0,2799.0,491.0,978.0,447.0,5.6435,500001.0,<1H OCEAN --118.43,33.96,20.0,1901.0,270.0,704.0,254.0,8.7819,500001.0,<1H OCEAN --118.43,33.97,16.0,70.0,7.0,17.0,4.0,7.7197,500001.0,<1H OCEAN --118.42,33.96,24.0,4393.0,966.0,1257.0,579.0,5.0714,356100.0,<1H OCEAN --118.43,33.96,16.0,14891.0,3984.0,6270.0,3595.0,5.1064,283200.0,<1H OCEAN --118.4,33.97,35.0,913.0,161.0,451.0,172.0,5.6169,411200.0,<1H OCEAN --118.4,33.98,39.0,714.0,118.0,314.0,117.0,5.9856,432100.0,<1H OCEAN --118.4,33.98,36.0,2526.0,452.0,996.0,441.0,5.611,456600.0,<1H OCEAN --118.4,33.97,38.0,1089.0,174.0,502.0,180.0,7.5953,434800.0,<1H OCEAN --118.4,33.97,37.0,1364.0,248.0,494.0,242.0,4.6364,456300.0,<1H OCEAN --118.4,33.97,44.0,2825.0,453.0,1221.0,461.0,5.9544,377200.0,<1H OCEAN --118.4,33.96,43.0,2416.0,454.0,1028.0,409.0,5.6732,330700.0,<1H OCEAN --118.37,33.97,41.0,1833.0,355.0,847.0,348.0,5.726,287800.0,<1H OCEAN --118.38,33.97,42.0,1859.0,337.0,813.0,326.0,6.019,294500.0,<1H OCEAN --118.38,33.96,44.0,2395.0,458.0,1287.0,450.0,4.6923,299000.0,<1H OCEAN --118.38,33.95,35.0,3259.0,967.0,2003.0,920.0,3.2708,400000.0,<1H OCEAN --118.38,33.95,29.0,1821.0,588.0,1397.0,523.0,2.5833,187500.0,<1H OCEAN --118.37,33.95,5.0,6955.0,2062.0,3591.0,1566.0,3.111,247600.0,<1H OCEAN --118.4,33.96,44.0,1138.0,228.0,497.0,228.0,4.1852,303300.0,<1H OCEAN --118.41,33.96,15.0,412.0,128.0,310.0,137.0,3.9792,266700.0,<1H OCEAN --118.41,33.96,32.0,1044.0,219.0,567.0,222.0,4.1471,284400.0,<1H OCEAN --118.41,33.94,45.0,2038.0,394.0,1086.0,387.0,4.7375,289600.0,<1H OCEAN --118.45,33.96,24.0,3097.0,791.0,1075.0,639.0,5.723,500001.0,<1H OCEAN --118.45,33.96,36.0,2723.0,547.0,1090.0,519.0,6.3267,500001.0,<1H OCEAN --118.44,33.95,37.0,2076.0,332.0,771.0,327.0,6.2551,500001.0,<1H OCEAN --118.28,33.92,37.0,1761.0,409.0,1309.0,357.0,2.1875,175900.0,<1H OCEAN --118.28,33.91,41.0,620.0,133.0,642.0,162.0,2.6546,159600.0,<1H OCEAN --118.29,33.9,42.0,1273.0,309.0,1203.0,348.0,4.4636,162000.0,<1H OCEAN --118.29,33.91,41.0,2475.0,532.0,1416.0,470.0,3.8372,156400.0,<1H OCEAN --118.29,33.91,31.0,2025.0,618.0,2231.0,593.0,2.4741,151200.0,<1H OCEAN --118.29,33.92,23.0,2503.0,532.0,1735.0,505.0,2.7368,162800.0,<1H OCEAN --118.28,33.88,19.0,2758.0,675.0,2047.0,591.0,2.6618,179700.0,<1H OCEAN --118.29,33.88,32.0,2307.0,493.0,1754.0,528.0,4.317,232800.0,<1H OCEAN --118.29,33.88,27.0,2082.0,612.0,2009.0,548.0,2.9063,184100.0,<1H OCEAN --118.29,33.89,35.0,2810.0,614.0,1578.0,601.0,3.59,200600.0,<1H OCEAN --118.29,33.87,32.0,1700.0,340.0,864.0,317.0,4.381,238700.0,<1H OCEAN --118.3,33.86,35.0,2016.0,365.0,1083.0,369.0,5.1727,230200.0,<1H OCEAN --118.3,33.86,35.0,1511.0,274.0,853.0,308.0,4.9792,251300.0,<1H OCEAN --118.29,33.85,10.0,1391.0,420.0,1378.0,377.0,1.9049,222200.0,<1H OCEAN --118.31,33.84,5.0,3559.0,869.0,2965.0,794.0,2.6491,216700.0,<1H OCEAN --118.3,33.84,36.0,1428.0,268.0,825.0,250.0,4.7222,239600.0,<1H OCEAN --118.3,33.84,37.0,1241.0,226.0,621.0,255.0,4.9196,232400.0,<1H OCEAN --118.3,33.85,38.0,123.0,36.0,142.0,40.0,2.3942,200000.0,<1H OCEAN --118.3,33.83,31.0,2693.0,661.0,1598.0,618.0,3.1851,240200.0,<1H OCEAN --118.3,33.83,33.0,2716.0,660.0,1807.0,661.0,3.5473,226300.0,<1H OCEAN --118.31,33.83,27.0,2880.0,802.0,2083.0,727.0,2.9619,223400.0,<1H OCEAN --118.3,33.82,35.0,1499.0,340.0,1141.0,326.0,2.6136,213600.0,<1H OCEAN --118.3,33.82,26.0,2080.0,560.0,2096.0,506.0,2.8106,184400.0,<1H OCEAN --118.3,33.82,25.0,2659.0,765.0,2629.0,726.0,2.6368,175900.0,<1H OCEAN --118.3,33.81,17.0,5544.0,1068.0,3008.0,1038.0,5.322,282700.0,<1H OCEAN --118.3,33.8,27.0,2790.0,513.0,1498.0,519.0,5.3106,268300.0,<1H OCEAN --118.31,33.8,30.0,3096.0,757.0,2048.0,704.0,3.125,233300.0,<1H OCEAN --118.3,33.79,35.0,2793.0,686.0,2255.0,682.0,3.0057,235300.0,<1H OCEAN --118.3,33.79,9.0,2782.0,884.0,1790.0,748.0,2.9154,203300.0,<1H OCEAN --118.3,33.79,13.0,3569.0,924.0,2159.0,880.0,3.163,224200.0,<1H OCEAN --118.3,33.78,35.0,2572.0,504.0,1172.0,519.0,4.6207,304100.0,<1H OCEAN --118.26,33.8,41.0,2004.0,481.0,1658.0,456.0,3.1779,171100.0,<1H OCEAN --118.25,33.8,36.0,1697.0,394.0,1274.0,396.0,3.35,163100.0,<1H OCEAN --118.26,33.79,30.0,1291.0,230.0,835.0,215.0,5.5,181500.0,<1H OCEAN --118.25,33.79,32.0,1205.0,340.0,1799.0,370.0,2.375,128000.0,NEAR OCEAN --118.24,33.8,28.0,636.0,169.0,788.0,143.0,3.6161,131300.0,NEAR OCEAN --118.23,33.8,26.0,239.0,135.0,165.0,112.0,1.3333,187500.0,NEAR OCEAN --118.27,33.8,38.0,1446.0,327.0,980.0,319.0,3.35,177700.0,<1H OCEAN --118.27,33.79,36.0,2218.0,561.0,1789.0,527.0,3.1613,182300.0,<1H OCEAN --118.27,33.79,39.0,1513.0,365.0,1227.0,354.0,3.3929,184600.0,<1H OCEAN --118.28,33.8,38.0,1471.0,329.0,1207.0,335.0,4.0,165500.0,<1H OCEAN --118.28,33.79,28.0,1895.0,420.0,1422.0,389.0,4.3816,191300.0,<1H OCEAN --118.28,33.79,36.0,1989.0,458.0,1668.0,455.0,3.3009,168000.0,<1H OCEAN --118.28,33.78,20.0,2233.0,591.0,1915.0,558.0,3.2011,169100.0,<1H OCEAN --118.29,33.79,10.0,3708.0,1016.0,2855.0,948.0,2.0,165400.0,<1H OCEAN --118.29,33.79,16.0,1867.0,571.0,951.0,498.0,3.3427,154200.0,<1H OCEAN --118.3,33.79,21.0,1068.0,283.0,1180.0,274.0,2.5,157500.0,<1H OCEAN --118.3,33.8,8.0,1115.0,412.0,1472.0,396.0,3.1392,146200.0,<1H OCEAN --118.27,33.79,31.0,1535.0,369.0,1291.0,340.0,2.9375,174000.0,<1H OCEAN --118.26,33.78,27.0,1672.0,491.0,1723.0,462.0,2.0458,174500.0,NEAR OCEAN --118.27,33.79,26.0,2109.0,651.0,2120.0,605.0,2.1447,158700.0,<1H OCEAN --118.27,33.79,39.0,1417.0,359.0,1450.0,367.0,2.8462,172000.0,<1H OCEAN --118.25,33.79,34.0,1349.0,371.0,1716.0,380.0,2.7143,138100.0,NEAR OCEAN --118.25,33.79,38.0,1730.0,460.0,1724.0,424.0,2.7308,150400.0,NEAR OCEAN --118.25,33.79,39.0,981.0,286.0,1183.0,298.0,1.9208,139800.0,NEAR OCEAN --118.26,33.78,21.0,2188.0,706.0,2265.0,652.0,1.9923,164700.0,NEAR OCEAN --118.26,33.79,42.0,1162.0,264.0,1044.0,241.0,3.5488,205600.0,<1H OCEAN --118.23,33.78,20.0,59.0,24.0,69.0,23.0,2.5588,350000.0,NEAR OCEAN --118.26,33.78,35.0,1239.0,473.0,1524.0,387.0,2.0956,154700.0,NEAR OCEAN --118.25,33.78,32.0,296.0,139.0,511.0,133.0,1.4444,182100.0,NEAR OCEAN --118.24,33.78,24.0,574.0,173.0,784.0,162.0,2.25,152300.0,NEAR OCEAN --118.26,33.78,36.0,2191.0,739.0,2931.0,692.0,2.1311,163100.0,NEAR OCEAN --118.26,33.77,36.0,886.0,253.0,809.0,219.0,2.4545,164200.0,NEAR OCEAN --118.27,33.77,26.0,2272.0,694.0,2567.0,595.0,1.9964,150600.0,NEAR OCEAN --118.27,33.78,21.0,3354.0,1174.0,4426.0,1110.0,2.5262,167300.0,<1H OCEAN --118.28,33.78,37.0,1212.0,304.0,1076.0,293.0,3.2115,160100.0,<1H OCEAN --118.27,33.77,39.0,1731.0,485.0,2115.0,478.0,1.5369,141300.0,NEAR OCEAN --118.27,33.76,46.0,22.0,11.0,32.0,7.0,3.125,112500.0,NEAR OCEAN --118.3,33.77,18.0,3821.0,795.0,2831.0,769.0,2.9571,346200.0,<1H OCEAN --118.3,33.76,18.0,9659.0,1716.0,4336.0,1674.0,5.7764,290500.0,<1H OCEAN --118.28,33.77,47.0,307.0,69.0,374.0,65.0,2.9063,146900.0,<1H OCEAN --118.28,33.75,41.0,1305.0,381.0,1384.0,369.0,2.45,186800.0,NEAR OCEAN --118.28,33.75,18.0,393.0,189.0,429.0,188.0,1.8393,187500.0,NEAR OCEAN --118.28,33.74,40.0,1751.0,512.0,1939.0,503.0,1.5394,200000.0,NEAR OCEAN --118.28,33.75,21.0,2442.0,719.0,1916.0,646.0,1.2276,208300.0,NEAR OCEAN --118.28,33.74,16.0,855.0,271.0,486.0,250.0,0.7591,350000.0,NEAR OCEAN --118.3,33.75,19.0,2356.0,440.0,1291.0,418.0,4.2308,416100.0,<1H OCEAN --118.3,33.76,6.0,6097.0,1270.0,2678.0,1226.0,5.1269,285200.0,<1H OCEAN --118.3,33.75,42.0,967.0,175.0,481.0,163.0,5.6611,265600.0,<1H OCEAN --118.3,33.75,48.0,1958.0,386.0,1098.0,380.0,4.625,273400.0,<1H OCEAN --118.3,33.74,47.0,2223.0,410.0,1163.0,413.0,4.4671,270800.0,NEAR OCEAN --118.31,33.74,36.0,2464.0,472.0,1111.0,457.0,4.5074,350000.0,NEAR OCEAN --118.31,33.74,22.0,5042.0,974.0,2260.0,935.0,4.3472,351200.0,NEAR OCEAN --118.29,33.75,27.0,1650.0,443.0,1359.0,386.0,2.5795,192400.0,NEAR OCEAN --118.3,33.75,23.0,1957.0,517.0,1454.0,526.0,3.5056,203100.0,<1H OCEAN --118.29,33.75,37.0,1319.0,292.0,766.0,285.0,2.7031,218900.0,NEAR OCEAN --118.29,33.74,29.0,1503.0,411.0,1368.0,390.0,2.1473,195300.0,NEAR OCEAN --118.29,33.74,52.0,1438.0,472.0,1018.0,399.0,2.2188,306700.0,NEAR OCEAN --118.29,33.74,41.0,1382.0,361.0,905.0,344.0,2.75,238300.0,NEAR OCEAN --118.29,33.74,30.0,2074.0,533.0,1311.0,531.0,2.0329,225800.0,NEAR OCEAN --118.29,33.73,43.0,1854.0,519.0,1151.0,486.0,2.5759,225000.0,NEAR OCEAN --118.29,33.73,21.0,2492.0,711.0,1699.0,672.0,2.1382,242300.0,NEAR OCEAN --118.29,33.73,30.0,2835.0,711.0,1669.0,652.0,3.3616,268500.0,NEAR OCEAN --118.3,33.73,42.0,1731.0,,866.0,403.0,2.7451,255400.0,NEAR OCEAN --118.3,33.74,23.0,3075.0,860.0,1584.0,806.0,2.9386,260500.0,NEAR OCEAN --118.31,33.73,36.0,1725.0,295.0,799.0,306.0,5.0874,368500.0,NEAR OCEAN --118.31,33.73,52.0,1665.0,280.0,656.0,282.0,5.249,351900.0,NEAR OCEAN --118.3,33.74,20.0,2625.0,673.0,1184.0,606.0,3.9167,285200.0,NEAR OCEAN --118.3,33.73,47.0,2852.0,603.0,1130.0,560.0,4.194,293900.0,NEAR OCEAN --118.31,33.73,52.0,2025.0,361.0,957.0,363.0,4.2059,350000.0,NEAR OCEAN --118.28,33.74,44.0,1853.0,556.0,2090.0,539.0,1.8584,248100.0,NEAR OCEAN --118.28,33.73,39.0,2602.0,802.0,2178.0,737.0,2.0469,234500.0,NEAR OCEAN --118.28,33.73,52.0,2085.0,588.0,1767.0,516.0,2.1935,243200.0,NEAR OCEAN --118.28,33.73,45.0,2137.0,559.0,1550.0,529.0,1.9167,227200.0,NEAR OCEAN --118.29,33.73,30.0,3161.0,,1865.0,771.0,2.7139,231700.0,NEAR OCEAN --118.29,33.72,25.0,2469.0,584.0,1253.0,535.0,3.1932,257500.0,NEAR OCEAN --118.3,33.72,28.0,2647.0,658.0,1459.0,595.0,3.4474,253400.0,NEAR OCEAN --118.3,33.72,28.0,2510.0,583.0,1388.0,554.0,3.3397,267800.0,NEAR OCEAN --118.3,33.73,40.0,2582.0,606.0,1304.0,588.0,3.5694,276400.0,NEAR OCEAN --118.31,33.73,52.0,1642.0,287.0,692.0,288.0,4.1812,321500.0,NEAR OCEAN --118.31,33.72,26.0,2711.0,508.0,1372.0,459.0,4.1451,326700.0,NEAR OCEAN --118.33,33.69,41.0,2168.0,357.0,1171.0,374.0,4.7216,311900.0,NEAR OCEAN --118.31,33.73,33.0,2265.0,366.0,986.0,388.0,5.4533,409800.0,NEAR OCEAN --118.32,33.73,25.0,1099.0,168.0,407.0,159.0,7.6886,500001.0,NEAR OCEAN --118.33,33.72,25.0,6191.0,1081.0,2297.0,1023.0,6.4246,446700.0,NEAR OCEAN --118.29,33.71,36.0,3135.0,746.0,1815.0,697.0,3.7596,300000.0,NEAR OCEAN --118.31,33.67,42.0,1297.0,246.0,611.0,242.0,5.3074,401900.0,NEAR OCEAN --118.3,33.72,35.0,2790.0,,1167.0,441.0,6.2028,361500.0,NEAR OCEAN --118.29,33.71,40.0,1644.0,471.0,780.0,416.0,3.1071,464300.0,NEAR OCEAN --118.29,33.71,40.0,1933.0,475.0,902.0,412.0,4.25,332800.0,NEAR OCEAN --118.29,33.71,31.0,2809.0,666.0,1316.0,633.0,4.5606,303800.0,NEAR OCEAN --118.29,33.72,39.0,2651.0,590.0,1103.0,508.0,3.274,254300.0,NEAR OCEAN --118.29,33.72,21.0,1568.0,452.0,801.0,422.0,3.5109,225000.0,NEAR OCEAN --118.28,33.68,8.0,2842.0,522.0,1624.0,510.0,3.7282,287500.0,NEAR OCEAN --118.23,34.24,31.0,3857.0,607.0,1695.0,572.0,7.642,396400.0,<1H OCEAN --118.23,34.23,34.0,2377.0,362.0,1055.0,362.0,6.0,367100.0,<1H OCEAN --118.24,34.24,31.0,3019.0,469.0,1349.0,462.0,7.1463,394100.0,<1H OCEAN --118.24,34.24,31.0,3812.0,595.0,1645.0,591.0,7.585,380100.0,<1H OCEAN --118.23,34.22,36.0,2288.0,439.0,1079.0,434.0,4.5486,361000.0,<1H OCEAN --118.24,34.23,41.0,1912.0,308.0,896.0,314.0,5.3473,352700.0,<1H OCEAN --118.24,34.23,43.0,1061.0,208.0,514.0,208.0,6.01,254200.0,<1H OCEAN --118.24,34.23,42.0,1541.0,280.0,753.0,264.0,5.1028,292100.0,<1H OCEAN --118.25,34.23,35.0,2839.0,592.0,1413.0,538.0,4.1667,271200.0,<1H OCEAN --118.25,34.25,34.0,3150.0,518.0,1392.0,480.0,4.9355,336900.0,<1H OCEAN --118.25,34.23,34.0,2421.0,475.0,1232.0,454.0,4.6852,296200.0,<1H OCEAN --118.26,34.24,35.0,1535.0,283.0,816.0,287.0,6.1873,312100.0,<1H OCEAN --118.26,34.24,35.0,1666.0,280.0,788.0,273.0,6.6277,344400.0,<1H OCEAN --118.26,34.24,35.0,2485.0,418.0,1226.0,406.0,5.7083,329500.0,<1H OCEAN --118.26,34.24,42.0,890.0,179.0,555.0,200.0,4.4821,271900.0,<1H OCEAN --118.25,34.23,41.0,1979.0,496.0,1157.0,459.0,4.4083,217700.0,<1H OCEAN --118.25,34.22,30.0,2062.0,396.0,1089.0,375.0,5.5362,301200.0,<1H OCEAN --118.25,34.23,37.0,1954.0,368.0,967.0,370.0,5.0862,261300.0,<1H OCEAN --118.26,34.23,43.0,1428.0,325.0,836.0,302.0,4.5759,209200.0,<1H OCEAN --118.26,34.23,38.0,1107.0,194.0,518.0,195.0,7.5582,263700.0,<1H OCEAN --118.26,34.23,33.0,1805.0,303.0,838.0,301.0,5.4306,326600.0,<1H OCEAN --118.22,34.21,29.0,2174.0,418.0,1030.0,395.0,3.5707,341700.0,<1H OCEAN --118.23,34.21,36.0,2988.0,719.0,1357.0,657.0,3.5174,268000.0,<1H OCEAN --118.23,34.21,29.0,2584.0,608.0,1217.0,568.0,3.3287,273400.0,<1H OCEAN --118.23,34.21,32.0,1464.0,406.0,693.0,380.0,2.5463,200000.0,<1H OCEAN --118.23,34.21,38.0,1399.0,390.0,859.0,386.0,3.4148,234800.0,<1H OCEAN --118.24,34.22,41.0,2476.0,506.0,1271.0,485.0,3.4531,263900.0,<1H OCEAN --118.24,34.22,34.0,1722.0,406.0,926.0,371.0,4.1523,252000.0,<1H OCEAN --118.25,34.22,34.0,2510.0,535.0,1516.0,542.0,3.8068,267000.0,<1H OCEAN --118.23,34.21,50.0,309.0,47.0,121.0,45.0,6.213,285000.0,<1H OCEAN --118.23,34.2,51.0,1477.0,280.0,750.0,295.0,5.3925,317900.0,<1H OCEAN --118.23,34.2,48.0,1473.0,294.0,807.0,296.0,3.399,306300.0,<1H OCEAN --118.24,34.2,41.0,2067.0,452.0,1282.0,455.0,5.5756,309900.0,<1H OCEAN --118.24,34.21,32.0,3817.0,886.0,1888.0,829.0,3.5777,245600.0,<1H OCEAN --118.24,34.22,36.0,2507.0,517.0,1232.0,470.0,5.529,241300.0,<1H OCEAN --118.27,34.22,34.0,8206.0,1186.0,3141.0,1150.0,7.2812,462200.0,<1H OCEAN --118.23,34.18,47.0,1853.0,345.0,757.0,310.0,3.6875,422000.0,<1H OCEAN --118.23,34.18,43.0,1708.0,280.0,768.0,276.0,6.207,457400.0,<1H OCEAN --118.23,34.18,45.0,2332.0,,943.0,339.0,8.1132,446600.0,<1H OCEAN --118.26,34.18,32.0,14556.0,2077.0,5459.0,2017.0,8.1657,500001.0,<1H OCEAN --118.22,34.19,36.0,959.0,204.0,446.0,210.0,3.215,331300.0,<1H OCEAN --118.22,34.19,31.0,4704.0,920.0,1895.0,886.0,4.9297,400000.0,<1H OCEAN --118.22,34.19,36.0,2443.0,492.0,1115.0,493.0,3.9777,409800.0,<1H OCEAN --118.21,34.18,14.0,2672.0,335.0,1113.0,318.0,12.1579,500001.0,<1H OCEAN --118.23,34.17,37.0,4524.0,1005.0,2099.0,937.0,3.5781,366700.0,<1H OCEAN --118.21,34.17,24.0,8590.0,1231.0,3401.0,1178.0,8.1325,472700.0,<1H OCEAN --118.21,34.16,25.0,434.0,74.0,199.0,75.0,5.9199,420500.0,<1H OCEAN --118.19,34.16,49.0,1788.0,267.0,735.0,266.0,6.6009,375700.0,<1H OCEAN --118.2,34.16,31.0,5550.0,881.0,2465.0,862.0,6.8317,446100.0,<1H OCEAN --118.23,34.16,31.0,3105.0,582.0,1359.0,547.0,5.1718,429100.0,<1H OCEAN --118.23,34.15,26.0,1649.0,522.0,1332.0,483.0,3.1004,257100.0,<1H OCEAN --118.23,34.15,40.0,2124.0,370.0,998.0,372.0,5.3369,370400.0,<1H OCEAN --118.24,34.16,40.0,2549.0,591.0,1156.0,546.0,3.3333,374300.0,<1H OCEAN --118.24,34.16,52.0,2187.0,284.0,733.0,274.0,9.5823,406200.0,<1H OCEAN --118.24,34.16,52.0,1904.0,297.0,797.0,286.0,6.6603,380400.0,<1H OCEAN --118.25,34.16,52.0,2477.0,385.0,993.0,371.0,4.9135,368100.0,<1H OCEAN --118.25,34.17,52.0,1532.0,292.0,631.0,275.0,5.1242,372900.0,<1H OCEAN --118.25,34.16,24.0,5131.0,1436.0,2690.0,1371.0,2.5668,280000.0,<1H OCEAN --118.26,34.17,20.0,5949.0,1417.0,2593.0,1337.0,3.8576,318600.0,<1H OCEAN --118.26,34.16,17.0,2943.0,769.0,1312.0,656.0,3.1484,187500.0,<1H OCEAN --118.26,34.16,19.0,2919.0,857.0,1866.0,811.0,3.1733,206300.0,<1H OCEAN --118.26,34.16,20.0,3407.0,885.0,1883.0,870.0,3.7321,351100.0,<1H OCEAN --118.27,34.17,48.0,1560.0,280.0,825.0,269.0,5.5118,354700.0,<1H OCEAN --118.27,34.16,15.0,5036.0,1299.0,3164.0,1175.0,2.9148,238700.0,<1H OCEAN --118.27,34.16,45.0,1865.0,360.0,973.0,349.0,3.6587,321200.0,<1H OCEAN --118.28,34.17,52.0,2332.0,433.0,1135.0,440.0,5.5658,331200.0,<1H OCEAN --118.27,34.17,52.0,2010.0,,908.0,326.0,6.9135,374000.0,<1H OCEAN --118.27,34.17,52.0,2287.0,295.0,829.0,296.0,7.8383,500001.0,<1H OCEAN --118.27,34.18,52.0,3034.0,406.0,1158.0,399.0,6.2976,498400.0,<1H OCEAN --118.28,34.18,47.0,2243.0,339.0,911.0,319.0,7.4046,446800.0,<1H OCEAN --118.28,34.18,52.0,2602.0,418.0,1137.0,419.0,5.3185,358000.0,<1H OCEAN --118.29,34.18,52.0,1602.0,265.0,667.0,251.0,5.049,323500.0,<1H OCEAN --118.28,34.18,50.0,2195.0,336.0,878.0,309.0,6.884,365600.0,<1H OCEAN --118.28,34.17,22.0,2664.0,651.0,1553.0,629.0,3.6354,256300.0,<1H OCEAN --118.29,34.17,17.0,3852.0,1066.0,2986.0,993.0,2.3482,255400.0,<1H OCEAN --118.29,34.17,52.0,1732.0,305.0,875.0,311.0,4.325,292600.0,<1H OCEAN --118.29,34.18,10.0,4292.0,1075.0,2719.0,987.0,3.6974,286600.0,<1H OCEAN --118.29,34.16,31.0,1262.0,338.0,1019.0,332.0,3.7083,241900.0,<1H OCEAN --118.29,34.16,42.0,413.0,107.0,349.0,107.0,4.3438,189800.0,<1H OCEAN --118.29,34.17,12.0,2238.0,682.0,1882.0,611.0,2.9,208300.0,<1H OCEAN --118.3,34.17,17.0,4041.0,1169.0,3309.0,1117.0,2.6016,222400.0,<1H OCEAN --118.3,34.17,30.0,48.0,14.0,74.0,16.0,5.0056,162500.0,<1H OCEAN --118.29,34.16,35.0,1257.0,318.0,764.0,319.0,3.2083,238000.0,<1H OCEAN --118.3,34.16,40.0,1875.0,460.0,869.0,438.0,3.2321,243600.0,<1H OCEAN --118.3,34.16,35.0,3213.0,874.0,2401.0,819.0,2.8342,256800.0,<1H OCEAN --118.27,34.16,47.0,1453.0,356.0,787.0,345.0,3.0114,255500.0,<1H OCEAN --118.27,34.15,22.0,2265.0,637.0,1684.0,561.0,2.6729,217100.0,<1H OCEAN --118.27,34.15,25.0,3018.0,806.0,2205.0,742.0,3.0199,220200.0,<1H OCEAN --118.27,34.15,14.0,1744.0,536.0,1494.0,531.0,3.2171,230800.0,<1H OCEAN --118.27,34.16,52.0,830.0,183.0,479.0,179.0,3.1397,253700.0,<1H OCEAN --118.27,34.16,48.0,1301.0,253.0,637.0,260.0,4.3438,252700.0,<1H OCEAN --118.28,34.16,49.0,1393.0,290.0,605.0,282.0,2.9491,257400.0,<1H OCEAN --118.26,34.16,18.0,1775.0,525.0,950.0,522.0,3.5417,177100.0,<1H OCEAN --118.26,34.15,14.0,2981.0,894.0,1941.0,863.0,3.0,178600.0,<1H OCEAN --118.26,34.15,6.0,3340.0,945.0,2315.0,846.0,2.8884,252300.0,<1H OCEAN --118.26,34.15,18.0,2481.0,756.0,1763.0,675.0,2.8088,247500.0,<1H OCEAN --118.24,34.16,52.0,850.0,162.0,493.0,160.0,6.9408,298800.0,<1H OCEAN --118.24,34.15,20.0,2734.0,658.0,1562.0,607.0,3.3906,284100.0,<1H OCEAN --118.24,34.15,45.0,1235.0,271.0,499.0,263.0,3.1435,282600.0,<1H OCEAN --118.25,34.15,15.0,3712.0,1005.0,1888.0,890.0,3.6875,209600.0,<1H OCEAN --118.25,34.16,14.0,3700.0,945.0,1681.0,905.0,3.9054,200000.0,<1H OCEAN --118.24,34.15,17.0,5282.0,1605.0,4116.0,1574.0,3.052,209800.0,<1H OCEAN --118.24,34.15,19.0,4852.0,1465.0,3171.0,1332.0,2.5924,192900.0,<1H OCEAN --118.25,34.15,31.0,1238.0,338.0,605.0,331.0,2.8478,228100.0,<1H OCEAN --118.25,34.15,32.0,1377.0,444.0,768.0,422.0,2.2621,187500.0,<1H OCEAN --118.25,34.15,20.0,3960.0,1027.0,1729.0,978.0,3.0441,193800.0,<1H OCEAN --118.23,34.14,33.0,2865.0,864.0,2061.0,790.0,2.6268,201300.0,<1H OCEAN --118.24,34.14,20.0,3196.0,994.0,2929.0,983.0,3.0206,219500.0,<1H OCEAN --118.24,34.14,27.0,2909.0,1021.0,2614.0,935.0,2.1444,229000.0,<1H OCEAN --118.23,34.15,19.0,2294.0,716.0,1686.0,680.0,3.0288,258300.0,<1H OCEAN --118.23,34.14,25.0,2864.0,844.0,1745.0,803.0,2.9167,224300.0,<1H OCEAN --118.24,34.14,28.0,1843.0,554.0,1402.0,512.0,2.462,254000.0,<1H OCEAN --118.24,34.14,36.0,1813.0,560.0,1501.0,544.0,1.9125,238000.0,<1H OCEAN --118.24,34.13,37.0,1644.0,395.0,959.0,383.0,3.3636,257700.0,<1H OCEAN --118.24,34.13,45.0,2170.0,401.0,1043.0,394.0,5.6921,269000.0,<1H OCEAN --118.24,34.15,7.0,2063.0,670.0,1892.0,643.0,1.7301,202300.0,<1H OCEAN --118.24,34.14,9.0,4877.0,1488.0,4486.0,1458.0,2.4421,222100.0,<1H OCEAN --118.25,34.14,30.0,1615.0,570.0,1245.0,544.0,1.8929,196900.0,<1H OCEAN --118.25,34.14,37.0,584.0,260.0,552.0,235.0,1.8235,275000.0,<1H OCEAN --118.25,34.15,13.0,1107.0,479.0,616.0,443.0,0.8185,187500.0,<1H OCEAN --118.26,34.14,51.0,902.0,320.0,650.0,334.0,1.5417,268800.0,<1H OCEAN --118.26,34.14,29.0,3431.0,1222.0,4094.0,1205.0,2.2614,248100.0,<1H OCEAN --118.27,34.14,10.0,1060.0,332.0,1025.0,288.0,3.0074,175000.0,<1H OCEAN --118.26,34.14,6.0,1727.0,506.0,1200.0,439.0,4.1083,210700.0,<1H OCEAN --118.27,34.15,7.0,2837.0,776.0,2287.0,736.0,3.008,229000.0,<1H OCEAN --118.26,34.13,25.0,3208.0,1111.0,2843.0,1005.0,2.6673,218100.0,<1H OCEAN --118.26,34.13,37.0,1383.0,470.0,1185.0,451.0,2.5,207100.0,<1H OCEAN --118.26,34.13,37.0,196.0,74.0,194.0,68.0,1.2188,218800.0,<1H OCEAN --118.26,34.14,23.0,1336.0,396.0,1255.0,359.0,2.5388,205000.0,<1H OCEAN --118.25,34.14,13.0,3487.0,1131.0,3749.0,1072.0,2.1602,221900.0,<1H OCEAN --118.25,34.14,25.0,5980.0,1856.0,5217.0,1772.0,2.506,184500.0,<1H OCEAN --118.25,34.13,22.0,2340.0,773.0,2226.0,754.0,2.5417,217500.0,<1H OCEAN --118.24,34.13,45.0,1971.0,439.0,1245.0,430.0,4.0272,260500.0,<1H OCEAN --118.25,34.13,52.0,322.0,88.0,229.0,89.0,2.125,243800.0,<1H OCEAN --118.25,34.13,36.0,2946.0,1025.0,2542.0,912.0,2.2244,255900.0,<1H OCEAN --118.25,34.12,21.0,739.0,265.0,861.0,246.0,2.4856,181300.0,<1H OCEAN --118.31,34.22,27.0,7714.0,1132.0,3199.0,1100.0,7.1262,446200.0,<1H OCEAN --118.33,34.21,31.0,3190.0,489.0,1362.0,480.0,6.981,402900.0,<1H OCEAN --118.34,34.21,36.0,1834.0,316.0,864.0,309.0,4.7885,302200.0,<1H OCEAN --118.29,34.18,36.0,3120.0,620.0,1441.0,612.0,3.9041,320400.0,<1H OCEAN --118.3,34.19,14.0,3615.0,913.0,1924.0,852.0,3.5083,280900.0,<1H OCEAN --118.3,34.19,52.0,1704.0,277.0,746.0,262.0,4.7986,326100.0,<1H OCEAN --118.3,34.19,51.0,1502.0,243.0,586.0,231.0,4.375,332400.0,<1H OCEAN --118.31,34.19,27.0,4713.0,1169.0,2372.0,1077.0,3.7015,287900.0,<1H OCEAN --118.3,34.19,52.0,2962.0,468.0,1364.0,466.0,4.9042,343500.0,<1H OCEAN --118.31,34.2,36.0,1692.0,263.0,778.0,278.0,5.0865,349600.0,<1H OCEAN --118.32,34.2,36.0,2110.0,346.0,984.0,342.0,6.9909,345300.0,<1H OCEAN --118.32,34.2,36.0,759.0,136.0,372.0,135.0,4.9886,328900.0,<1H OCEAN --118.32,34.2,36.0,1978.0,337.0,834.0,311.0,3.9866,294400.0,<1H OCEAN --118.33,34.2,43.0,1325.0,254.0,613.0,248.0,3.6071,289000.0,<1H OCEAN --118.33,34.2,43.0,2322.0,418.0,1106.0,433.0,4.3631,284600.0,<1H OCEAN --118.34,34.2,41.0,2860.0,682.0,1516.0,621.0,3.0431,262900.0,<1H OCEAN --118.34,34.19,41.0,1524.0,393.0,1176.0,375.0,2.875,192400.0,<1H OCEAN --118.36,34.2,14.0,1878.0,614.0,1874.0,559.0,2.5267,231800.0,<1H OCEAN --118.32,34.2,29.0,2209.0,444.0,952.0,403.0,4.375,341200.0,<1H OCEAN --118.32,34.19,37.0,1335.0,249.0,485.0,240.0,4.1731,352100.0,<1H OCEAN --118.32,34.19,37.0,1519.0,331.0,613.0,315.0,3.0179,272500.0,<1H OCEAN --118.31,34.19,42.0,724.0,149.0,420.0,150.0,3.0625,361700.0,<1H OCEAN --118.32,34.19,37.0,589.0,119.0,375.0,122.0,3.3897,222700.0,<1H OCEAN --118.33,34.2,23.0,7179.0,1985.0,4757.0,1924.0,3.1051,206500.0,<1H OCEAN --118.3,34.18,13.0,7174.0,1997.0,4293.0,1872.0,3.0973,251900.0,<1H OCEAN --118.3,34.17,37.0,350.0,115.0,342.0,111.0,3.0687,200000.0,<1H OCEAN --118.3,34.18,5.0,5492.0,1549.0,2997.0,1405.0,3.3205,172100.0,<1H OCEAN --118.31,34.18,11.0,3112.0,890.0,1700.0,851.0,3.1587,181300.0,<1H OCEAN --118.31,34.19,13.0,3801.0,1116.0,1986.0,1078.0,2.0875,222700.0,<1H OCEAN --118.32,34.18,49.0,192.0,41.0,83.0,38.0,3.0179,118800.0,<1H OCEAN --118.32,34.18,44.0,1594.0,389.0,832.0,340.0,3.4,212100.0,<1H OCEAN --118.32,34.17,39.0,1995.0,564.0,1202.0,544.0,3.5875,250000.0,<1H OCEAN --118.32,34.17,47.0,2589.0,465.0,1284.0,485.0,5.1008,247100.0,<1H OCEAN --118.33,34.17,48.0,2584.0,483.0,1118.0,459.0,4.2396,245100.0,<1H OCEAN --118.33,34.19,46.0,2115.0,463.0,1133.0,439.0,3.7344,222000.0,<1H OCEAN --118.33,34.18,45.0,2570.0,517.0,1256.0,510.0,4.6898,226000.0,<1H OCEAN --118.33,34.19,45.0,1505.0,347.0,799.0,319.0,3.138,217000.0,<1H OCEAN --118.34,34.19,48.0,814.0,165.0,490.0,176.0,3.1406,223100.0,<1H OCEAN --118.33,34.18,45.0,1552.0,315.0,785.0,316.0,3.7411,235500.0,<1H OCEAN --118.33,34.18,49.0,1969.0,377.0,977.0,367.0,3.8462,231300.0,<1H OCEAN --118.33,34.18,48.0,2122.0,385.0,926.0,362.0,5.6975,231400.0,<1H OCEAN --118.34,34.19,43.0,1029.0,252.0,613.0,255.0,2.6827,219900.0,<1H OCEAN --118.34,34.19,47.0,1721.0,343.0,834.0,334.0,4.1923,231200.0,<1H OCEAN --118.34,34.18,45.0,3046.0,633.0,1448.0,599.0,3.24,226900.0,<1H OCEAN --118.34,34.18,46.0,1393.0,301.0,714.0,295.0,2.8125,229900.0,<1H OCEAN --118.35,34.19,45.0,903.0,190.0,557.0,204.0,4.0313,209100.0,<1H OCEAN --118.36,34.19,46.0,1676.0,322.0,846.0,295.0,5.1814,209500.0,<1H OCEAN --118.35,34.18,46.0,2711.0,491.0,1277.0,490.0,4.282,224700.0,<1H OCEAN --118.35,34.18,46.0,1840.0,379.0,866.0,360.0,3.3056,230400.0,<1H OCEAN --118.35,34.17,44.0,2572.0,613.0,1280.0,570.0,3.5583,232000.0,<1H OCEAN --118.35,34.17,47.0,858.0,170.0,365.0,171.0,2.0385,225000.0,<1H OCEAN --118.35,34.17,42.0,1604.0,326.0,814.0,329.0,4.4408,216000.0,<1H OCEAN --118.36,34.17,46.0,1268.0,240.0,661.0,239.0,4.0742,229100.0,<1H OCEAN --118.34,34.18,45.0,1328.0,290.0,720.0,289.0,3.875,226900.0,<1H OCEAN --118.34,34.18,45.0,3566.0,701.0,1601.0,653.0,3.8668,232000.0,<1H OCEAN --118.34,34.17,49.0,3033.0,580.0,1284.0,561.0,4.1161,232500.0,<1H OCEAN --118.35,34.16,42.0,2267.0,478.0,1083.0,458.0,3.2015,250000.0,<1H OCEAN --118.35,34.16,45.0,1390.0,281.0,538.0,270.0,4.2212,293800.0,<1H OCEAN --118.35,34.16,49.0,1305.0,228.0,584.0,255.0,5.636,267900.0,<1H OCEAN --118.33,34.17,44.0,1934.0,375.0,750.0,365.0,2.473,251800.0,<1H OCEAN --118.33,34.16,37.0,2381.0,575.0,1235.0,499.0,3.7941,247800.0,<1H OCEAN --118.34,34.17,46.0,1718.0,344.0,756.0,343.0,3.2125,247000.0,<1H OCEAN --118.34,34.17,52.0,1133.0,212.0,545.0,222.0,4.875,249500.0,<1H OCEAN --118.34,34.16,44.0,1717.0,391.0,848.0,353.0,3.6111,254500.0,<1H OCEAN --118.34,34.16,46.0,1396.0,294.0,608.0,246.0,3.692,244500.0,<1H OCEAN --118.33,34.16,44.0,2705.0,649.0,1676.0,654.0,3.4286,247900.0,<1H OCEAN --118.33,34.15,39.0,493.0,168.0,259.0,138.0,2.3667,17500.0,<1H OCEAN --118.33,34.15,44.0,1321.0,303.0,471.0,301.0,4.2679,331800.0,<1H OCEAN --118.34,34.15,40.0,3068.0,756.0,1190.0,695.0,3.5637,497400.0,<1H OCEAN --118.34,34.15,16.0,1586.0,377.0,625.0,344.0,4.0893,450000.0,<1H OCEAN --118.34,34.16,25.0,6082.0,1763.0,2616.0,1644.0,3.6486,246900.0,<1H OCEAN --118.32,34.17,45.0,3448.0,690.0,1562.0,643.0,4.0648,258800.0,<1H OCEAN --118.31,34.16,38.0,2347.0,665.0,1317.0,547.0,3.2112,349300.0,<1H OCEAN --118.32,34.16,49.0,1074.0,170.0,403.0,208.0,6.2547,366700.0,<1H OCEAN --118.32,34.17,40.0,1868.0,356.0,799.0,403.0,2.9306,279300.0,<1H OCEAN --118.33,34.16,23.0,1359.0,428.0,770.0,380.0,3.4016,234600.0,<1H OCEAN --118.32,34.16,46.0,2345.0,453.0,1031.0,427.0,4.3173,278300.0,<1H OCEAN --118.3,34.17,16.0,1353.0,398.0,1211.0,357.0,3.1551,205000.0,<1H OCEAN --118.31,34.16,37.0,2144.0,446.0,860.0,435.0,3.9464,315000.0,<1H OCEAN --118.31,34.17,12.0,3188.0,931.0,2118.0,850.0,3.1823,218300.0,<1H OCEAN --118.31,34.17,24.0,2910.0,917.0,2522.0,873.0,2.4074,219400.0,<1H OCEAN --118.43,34.3,33.0,2443.0,498.0,1601.0,484.0,4.0223,146000.0,<1H OCEAN --118.43,34.3,37.0,1394.0,313.0,1111.0,327.0,3.6023,161800.0,<1H OCEAN --118.43,34.29,39.0,1769.0,410.0,1499.0,390.0,3.1212,153500.0,<1H OCEAN --118.42,34.29,34.0,1489.0,326.0,1389.0,313.0,3.4821,160300.0,<1H OCEAN --118.43,34.3,28.0,271.0,61.0,246.0,62.0,1.7062,164600.0,<1H OCEAN --118.44,34.29,35.0,2606.0,447.0,1555.0,404.0,4.6864,193800.0,<1H OCEAN --118.43,34.29,38.0,1704.0,347.0,1384.0,374.0,2.865,155500.0,<1H OCEAN --118.43,34.29,38.0,1237.0,298.0,1073.0,293.0,3.6726,154600.0,<1H OCEAN --118.43,34.29,50.0,1181.0,265.0,1196.0,269.0,3.2095,167000.0,<1H OCEAN --118.43,34.28,27.0,862.0,280.0,1243.0,267.0,2.3724,154200.0,<1H OCEAN --118.44,34.29,32.0,1260.0,382.0,1434.0,342.0,2.0286,122900.0,<1H OCEAN --118.44,34.29,30.0,1632.0,401.0,1357.0,401.0,3.1588,160100.0,<1H OCEAN --118.45,34.29,30.0,762.0,228.0,840.0,226.0,2.3375,154200.0,<1H OCEAN --118.44,34.28,32.0,527.0,146.0,582.0,143.0,1.7708,138800.0,<1H OCEAN --118.44,34.28,46.0,11.0,11.0,24.0,13.0,2.875,162500.0,<1H OCEAN --118.44,34.28,37.0,944.0,244.0,1107.0,235.0,1.9688,144100.0,<1H OCEAN --118.44,34.28,47.0,843.0,194.0,800.0,180.0,3.3687,151700.0,<1H OCEAN --118.44,34.28,38.0,1156.0,305.0,1359.0,289.0,2.5147,137100.0,<1H OCEAN --118.45,34.28,36.0,2602.0,638.0,2780.0,620.0,2.7155,149800.0,<1H OCEAN --117.71,34.15,17.0,17715.0,2370.0,7665.0,2312.0,7.9068,349100.0,INLAND --117.73,34.12,26.0,1279.0,163.0,412.0,157.0,6.1731,293800.0,INLAND --117.78,34.13,18.0,7798.0,1161.0,3710.0,1227.0,5.8819,260500.0,INLAND --117.76,34.13,8.0,16759.0,2274.0,7249.0,2156.0,7.4837,358700.0,INLAND --117.8,34.15,14.0,7876.0,1253.0,3699.0,1162.0,5.5423,248700.0,INLAND --117.8,34.11,25.0,5039.0,821.0,2654.0,802.0,4.7969,211700.0,INLAND --117.8,34.1,17.0,5153.0,1164.0,2949.0,1083.0,3.5603,174600.0,INLAND --117.8,34.1,13.0,2996.0,495.0,1187.0,464.0,6.2456,161700.0,INLAND --117.79,34.12,16.0,2426.0,426.0,1319.0,446.0,4.8125,224500.0,INLAND --117.79,34.11,18.0,3814.0,721.0,1881.0,692.0,4.4722,215600.0,INLAND --117.83,34.14,26.0,8254.0,1153.0,3460.0,1131.0,6.5253,349900.0,INLAND --117.83,34.15,20.0,2421.0,306.0,1023.0,298.0,8.0683,451500.0,INLAND --117.82,34.13,27.0,3770.0,573.0,1606.0,562.0,6.1321,309700.0,INLAND --117.84,34.13,26.0,3773.0,694.0,2103.0,688.0,4.6937,198000.0,INLAND --117.87,34.15,24.0,5745.0,735.0,2061.0,679.0,8.2827,451400.0,INLAND --117.93,34.15,14.0,9610.0,2005.0,4723.0,1907.0,4.0393,156800.0,INLAND --117.9,34.15,21.0,2056.0,461.0,1332.0,429.0,3.3942,212800.0,INLAND --117.9,34.14,29.0,2240.0,457.0,1187.0,407.0,3.8365,184200.0,<1H OCEAN --117.9,34.14,35.0,2259.0,505.0,1561.0,509.0,3.3043,155500.0,<1H OCEAN --117.91,34.14,42.0,2225.0,485.0,1544.0,464.0,2.2442,166700.0,INLAND --117.89,34.14,15.0,4644.0,967.0,2855.0,867.0,3.3654,222100.0,<1H OCEAN --117.88,34.14,23.0,2308.0,322.0,1001.0,317.0,7.5112,355500.0,INLAND --117.88,34.14,32.0,1764.0,365.0,924.0,329.0,3.875,186700.0,INLAND --117.88,34.13,33.0,3713.0,718.0,2106.0,720.0,4.0023,185500.0,<1H OCEAN --117.85,34.14,35.0,2899.0,429.0,1251.0,429.0,6.1049,297200.0,INLAND --117.85,34.14,35.0,1582.0,248.0,654.0,221.0,4.9091,275000.0,INLAND --117.86,34.14,33.0,2344.0,363.0,1098.0,359.0,6.2089,283400.0,INLAND --117.87,34.15,37.0,2655.0,415.0,1056.0,401.0,5.4224,269500.0,INLAND --117.86,34.14,36.0,3097.0,667.0,1484.0,634.0,3.1905,235300.0,INLAND --117.87,34.14,30.0,2495.0,586.0,1139.0,559.0,2.9375,209200.0,INLAND --117.85,34.13,31.0,1959.0,318.0,1021.0,303.0,4.3145,233000.0,INLAND --117.85,34.12,30.0,4367.0,1033.0,2524.0,954.0,3.0448,192100.0,INLAND --117.86,34.13,33.0,2383.0,428.0,1269.0,421.0,4.636,245500.0,INLAND --117.86,34.13,40.0,1304.0,280.0,607.0,256.0,2.588,209500.0,INLAND --117.86,34.13,29.0,630.0,145.0,378.0,148.0,3.4107,170800.0,INLAND --117.87,34.13,32.0,1741.0,373.0,872.0,333.0,3.4219,194500.0,<1H OCEAN --117.87,34.13,29.0,1677.0,413.0,873.0,400.0,3.12,194300.0,<1H OCEAN --117.82,34.12,26.0,3118.0,528.0,1546.0,545.0,5.27,209400.0,INLAND --117.84,34.12,25.0,3465.0,566.0,1722.0,536.0,4.8304,228900.0,INLAND --117.83,34.11,29.0,2671.0,437.0,1484.0,445.0,4.9844,203000.0,INLAND --117.84,34.11,17.0,3499.0,621.0,1911.0,621.0,4.8894,191700.0,INLAND --117.84,34.12,34.0,2026.0,345.0,1142.0,332.0,4.392,187600.0,INLAND --117.85,34.11,25.0,9255.0,1659.0,4944.0,1627.0,4.5708,223000.0,INLAND --117.81,34.08,13.0,18448.0,2474.0,7775.0,2397.0,7.7876,348900.0,INLAND --117.81,34.12,23.0,7063.0,1176.0,3100.0,1112.0,4.8229,192600.0,INLAND --117.81,34.11,21.0,3481.0,808.0,1866.0,746.0,3.6201,150400.0,INLAND --117.81,34.1,19.0,1935.0,399.0,1126.0,389.0,3.8929,144600.0,INLAND --117.83,34.1,18.0,11026.0,1978.0,5407.0,1923.0,4.075,231100.0,INLAND --117.76,34.1,28.0,4086.0,871.0,1973.0,853.0,2.621,202200.0,INLAND --117.78,34.09,32.0,2643.0,516.0,1862.0,478.0,3.7177,177200.0,INLAND --117.79,34.1,26.0,1664.0,344.0,1024.0,339.0,3.5192,190500.0,INLAND --117.76,34.12,16.0,9020.0,1509.0,3575.0,1486.0,4.2415,275700.0,INLAND --117.77,34.12,15.0,4260.0,770.0,2007.0,695.0,4.4609,230000.0,INLAND --117.76,34.11,22.0,4935.0,954.0,2874.0,938.0,3.9825,180500.0,INLAND --117.77,34.1,50.0,2388.0,494.0,1241.0,459.0,2.8818,167200.0,INLAND --117.77,34.11,28.0,1998.0,414.0,1124.0,389.0,3.75,180900.0,INLAND --117.78,34.11,23.0,7079.0,1381.0,3205.0,1327.0,3.0735,212300.0,INLAND --117.74,34.11,28.0,3494.0,566.0,1391.0,522.0,5.3637,214700.0,INLAND --117.75,34.12,25.0,5411.0,998.0,2243.0,1019.0,4.3148,240700.0,INLAND --117.74,34.1,26.0,2723.0,604.0,1847.0,498.0,2.6779,136000.0,INLAND --117.74,34.1,29.0,2742.0,488.0,2477.0,532.0,3.5072,121900.0,INLAND --117.75,34.1,21.0,8069.0,2174.0,4369.0,2036.0,3.2756,156800.0,INLAND --117.71,34.12,20.0,11250.0,1893.0,4952.0,1859.0,5.6785,239500.0,INLAND --117.73,34.12,26.0,6459.0,894.0,2487.0,885.0,6.2089,261800.0,INLAND --117.71,34.1,41.0,555.0,130.0,1492.0,123.0,2.2813,125000.0,INLAND --117.71,34.1,52.0,567.0,152.0,2688.0,126.0,1.875,212500.0,INLAND --117.72,34.1,52.0,2867.0,496.0,978.0,513.0,3.1477,291200.0,INLAND --117.72,34.1,32.0,3241.0,895.0,1592.0,810.0,2.4952,181800.0,INLAND --117.72,34.1,46.0,2477.0,458.0,1034.0,455.0,5.5,289700.0,INLAND --117.73,34.1,37.0,3457.0,,1344.0,530.0,5.8891,226000.0,INLAND --117.71,34.09,36.0,2637.0,476.0,1385.0,483.0,4.1739,158700.0,INLAND --117.71,34.08,26.0,2744.0,494.0,1411.0,465.0,4.2639,154200.0,INLAND --117.72,34.09,36.0,1473.0,328.0,785.0,299.0,3.2566,151800.0,INLAND --117.72,34.09,33.0,4979.0,934.0,2575.0,874.0,3.7958,152500.0,INLAND --117.73,34.09,30.0,2345.0,496.0,1897.0,454.0,2.4375,112100.0,INLAND --117.73,34.09,36.0,1543.0,297.0,1355.0,303.0,3.5313,117800.0,INLAND --117.73,34.08,33.0,1350.0,265.0,1251.0,257.0,2.9063,115200.0,INLAND --117.74,34.09,30.0,3199.0,591.0,2192.0,563.0,3.4871,136400.0,INLAND --117.75,34.08,33.0,2824.0,523.0,1797.0,493.0,3.6359,135100.0,INLAND --117.75,34.08,33.0,1067.0,194.0,600.0,201.0,4.0368,139100.0,INLAND --117.75,34.09,36.0,3094.0,556.0,1672.0,545.0,4.2143,146900.0,INLAND --117.76,34.08,37.0,2263.0,502.0,1677.0,522.0,2.9388,139200.0,INLAND --117.77,34.08,27.0,5929.0,932.0,2817.0,828.0,6.0434,214800.0,INLAND --117.77,34.07,36.0,2922.0,652.0,2392.0,629.0,2.8661,124000.0,INLAND --117.77,34.07,29.0,2976.0,662.0,2452.0,633.0,3.0638,113600.0,INLAND --117.75,34.07,52.0,1548.0,348.0,1131.0,343.0,2.63,127300.0,INLAND --117.76,34.07,51.0,1538.0,394.0,1173.0,388.0,2.3156,109800.0,INLAND --117.76,34.07,48.0,1157.0,247.0,677.0,218.0,2.8594,127200.0,INLAND --117.76,34.06,33.0,1831.0,486.0,1625.0,472.0,1.9937,103600.0,INLAND --117.76,34.06,47.0,508.0,108.0,384.0,86.0,1.9583,92600.0,INLAND --117.77,34.06,27.0,2178.0,629.0,2379.0,591.0,1.9766,108000.0,INLAND --117.78,34.07,18.0,3610.0,772.0,2899.0,765.0,3.9784,113500.0,INLAND --117.78,34.06,25.0,1712.0,491.0,1807.0,478.0,2.2258,114800.0,INLAND --117.79,34.07,33.0,1694.0,333.0,1689.0,301.0,3.7583,116300.0,INLAND --117.79,34.07,34.0,975.0,192.0,870.0,183.0,3.7933,116100.0,INLAND --117.78,34.06,33.0,1056.0,272.0,964.0,300.0,2.4464,128700.0,INLAND --117.78,34.05,39.0,2933.0,590.0,1886.0,550.0,3.9224,131300.0,INLAND --117.8,34.05,5.0,4536.0,1178.0,2485.0,909.0,4.1118,125900.0,<1H OCEAN --117.8,34.06,34.0,1081.0,205.0,1325.0,252.0,3.6298,108500.0,INLAND --117.82,34.05,21.0,4031.0,923.0,2558.0,834.0,3.1641,117300.0,<1H OCEAN --117.76,34.06,30.0,1700.0,504.0,1719.0,459.0,2.227,91900.0,INLAND --117.76,34.05,36.0,2910.0,819.0,3055.0,782.0,1.9029,98000.0,INLAND --117.75,34.05,35.0,1293.0,339.0,1494.0,312.0,1.6645,93300.0,INLAND --117.76,34.05,36.0,3839.0,1004.0,4711.0,942.0,2.3859,116200.0,INLAND --117.74,34.08,35.0,1613.0,298.0,911.0,293.0,3.4398,134300.0,INLAND --117.74,34.07,42.0,2504.0,553.0,1550.0,509.0,3.0294,135700.0,INLAND --117.74,34.06,48.0,2438.0,599.0,1508.0,548.0,2.8983,129200.0,INLAND --117.74,34.07,52.0,1868.0,316.0,947.0,328.0,4.2415,140100.0,INLAND --117.75,34.07,52.0,1279.0,213.0,444.0,204.0,5.2269,161000.0,INLAND --117.75,34.07,52.0,2550.0,586.0,1246.0,576.0,1.6006,146200.0,INLAND --117.72,34.08,34.0,2742.0,491.0,1761.0,496.0,3.2481,128800.0,INLAND --117.72,34.07,33.0,4100.0,740.0,2580.0,730.0,3.7321,134200.0,INLAND --117.73,34.08,28.0,5173.0,1069.0,3502.0,954.0,3.8438,130800.0,INLAND --117.73,34.07,34.0,4038.0,725.0,2716.0,759.0,4.1339,135000.0,INLAND --117.72,34.06,32.0,2209.0,654.0,1718.0,569.0,1.9643,113200.0,INLAND --117.73,34.06,34.0,344.0,108.0,315.0,119.0,3.1786,117800.0,INLAND --117.73,34.06,51.0,498.0,115.0,368.0,112.0,1.4063,98800.0,INLAND --117.73,34.07,33.0,1921.0,489.0,1430.0,467.0,2.3406,122600.0,INLAND --117.73,34.07,33.0,1025.0,261.0,854.0,269.0,2.2596,119400.0,INLAND --117.73,34.05,36.0,975.0,243.0,809.0,233.0,2.8929,118100.0,INLAND --117.73,34.05,28.0,2758.0,771.0,2877.0,694.0,2.0734,113300.0,INLAND --117.74,34.05,30.0,1185.0,317.0,1466.0,302.0,2.625,94300.0,INLAND --117.74,34.05,29.0,2452.0,700.0,3029.0,665.0,2.1354,110700.0,INLAND --117.74,34.05,27.0,852.0,237.0,1024.0,221.0,2.1141,110900.0,INLAND --117.75,34.05,46.0,1480.0,358.0,1511.0,348.0,1.9718,110600.0,INLAND --117.73,34.04,26.0,3827.0,814.0,3367.0,810.0,3.15,129700.0,INLAND --117.73,34.03,42.0,1967.0,378.0,1459.0,348.0,3.0375,118100.0,INLAND --117.74,34.02,33.0,2318.0,464.0,1904.0,451.0,3.7454,116400.0,INLAND --117.74,34.04,27.0,2215.0,440.0,1987.0,449.0,3.0429,129600.0,INLAND --117.74,34.03,27.0,3623.0,809.0,3712.0,754.0,3.4609,123300.0,INLAND --117.75,34.04,22.0,2948.0,636.0,2600.0,602.0,3.125,113600.0,INLAND --117.76,34.04,34.0,1914.0,,1564.0,328.0,2.8347,115800.0,INLAND --117.76,34.04,36.0,2242.0,448.0,2052.0,447.0,3.4464,113000.0,INLAND --117.85,34.0,26.0,2712.0,402.0,1389.0,377.0,5.6513,227900.0,<1H OCEAN --117.86,33.99,10.0,17820.0,2812.0,8686.0,2666.0,6.3875,310700.0,<1H OCEAN --117.8,34.03,25.0,4240.0,643.0,1885.0,637.0,6.2384,247600.0,<1H OCEAN --117.78,34.03,8.0,32054.0,5290.0,15507.0,5050.0,6.0191,253900.0,<1H OCEAN --117.83,34.01,16.0,9446.0,1650.0,4911.0,1534.0,5.0111,212900.0,<1H OCEAN --117.8,34.02,23.0,3351.0,591.0,1535.0,522.0,5.0869,230600.0,<1H OCEAN --117.81,34.01,12.0,9197.0,1642.0,4332.0,1554.0,4.9589,282100.0,<1H OCEAN --117.79,34.02,5.0,18690.0,2862.0,9427.0,2777.0,6.4266,315600.0,<1H OCEAN --117.84,34.0,26.0,797.0,117.0,383.0,114.0,6.8758,253800.0,<1H OCEAN --117.83,33.99,14.0,17527.0,2751.0,8380.0,2676.0,6.2734,267000.0,<1H OCEAN --117.84,33.98,26.0,3638.0,557.0,1993.0,593.0,6.1076,221200.0,<1H OCEAN --117.83,33.97,11.0,21533.0,3078.0,9671.0,2890.0,7.0329,368300.0,<1H OCEAN --117.87,34.04,7.0,27700.0,4179.0,15037.0,4072.0,6.6288,339700.0,<1H OCEAN --117.86,34.02,19.0,6300.0,937.0,3671.0,943.0,5.9716,262100.0,<1H OCEAN --117.86,34.01,16.0,4632.0,,3038.0,727.0,5.1762,264400.0,<1H OCEAN --117.87,34.02,16.0,3552.0,575.0,2120.0,573.0,6.4333,271500.0,<1H OCEAN --117.84,34.04,4.0,9959.0,1544.0,4904.0,1429.0,6.9754,402500.0,<1H OCEAN --117.85,34.06,24.0,3128.0,497.0,1406.0,472.0,7.5286,462700.0,<1H OCEAN --117.85,34.08,23.0,1160.0,166.0,467.0,178.0,8.105,386200.0,<1H OCEAN --117.85,34.07,32.0,761.0,101.0,295.0,95.0,11.1077,500001.0,<1H OCEAN --117.86,34.08,31.0,2524.0,349.0,1003.0,343.0,7.5196,380900.0,<1H OCEAN --117.87,34.08,33.0,4518.0,716.0,2037.0,764.0,5.6015,267200.0,<1H OCEAN --117.87,34.07,21.0,4723.0,882.0,2210.0,768.0,3.8167,258700.0,<1H OCEAN --117.85,34.1,22.0,5179.0,944.0,2315.0,884.0,4.51,189900.0,<1H OCEAN --117.86,34.09,29.0,3855.0,585.0,2205.0,609.0,5.5496,218200.0,<1H OCEAN --117.85,34.09,16.0,4556.0,639.0,2066.0,651.0,6.4667,263900.0,<1H OCEAN --117.86,34.09,26.0,3408.0,542.0,1664.0,543.0,6.1498,239100.0,<1H OCEAN --117.87,34.1,25.0,2208.0,477.0,1084.0,424.0,3.775,191700.0,<1H OCEAN --117.87,34.09,31.0,1484.0,327.0,927.0,317.0,3.6484,189600.0,<1H OCEAN --117.88,34.1,32.0,3357.0,621.0,1696.0,604.0,4.2685,216600.0,<1H OCEAN --117.89,34.09,36.0,1811.0,320.0,1005.0,332.0,5.5629,188300.0,<1H OCEAN --117.87,34.09,36.0,1267.0,191.0,640.0,200.0,5.2405,220000.0,<1H OCEAN --117.87,34.08,33.0,3630.0,800.0,2257.0,796.0,3.2469,206900.0,<1H OCEAN --117.88,34.09,29.0,3416.0,790.0,2223.0,728.0,3.5109,186000.0,<1H OCEAN --117.86,34.1,23.0,2535.0,490.0,1327.0,466.0,3.5977,180600.0,<1H OCEAN --117.86,34.1,29.0,1185.0,197.0,588.0,196.0,5.0832,196900.0,<1H OCEAN --117.87,34.1,15.0,6409.0,1363.0,3359.0,1267.0,3.875,173300.0,<1H OCEAN --117.84,34.1,17.0,7836.0,1624.0,4419.0,1526.0,3.8465,180700.0,<1H OCEAN --117.85,34.11,27.0,1748.0,403.0,985.0,416.0,3.1133,180600.0,INLAND --117.87,34.12,33.0,2059.0,361.0,1073.0,339.0,4.2454,183800.0,<1H OCEAN --117.88,34.12,33.0,1485.0,274.0,1006.0,258.0,5.1708,158500.0,<1H OCEAN --117.88,34.12,34.0,912.0,165.0,522.0,150.0,4.0417,178000.0,<1H OCEAN --117.87,34.12,34.0,1004.0,220.0,772.0,217.0,3.8571,174500.0,<1H OCEAN --117.87,34.11,23.0,4066.0,819.0,2105.0,737.0,4.6556,199600.0,<1H OCEAN --117.87,34.11,34.0,1324.0,211.0,799.0,228.0,4.5234,192200.0,<1H OCEAN --117.88,34.11,30.0,3082.0,602.0,2008.0,619.0,4.1411,182700.0,<1H OCEAN --117.89,34.12,35.0,1470.0,241.0,885.0,246.0,4.9239,168800.0,<1H OCEAN --117.88,34.12,35.0,1574.0,276.0,1088.0,289.0,4.0938,165300.0,<1H OCEAN --117.89,34.11,36.0,806.0,147.0,446.0,153.0,4.5221,151300.0,<1H OCEAN --117.88,34.11,18.0,2923.0,670.0,1751.0,656.0,3.2383,157000.0,<1H OCEAN --117.89,34.12,35.0,1447.0,272.0,1224.0,268.0,3.9934,141900.0,<1H OCEAN --117.89,34.12,35.0,1566.0,321.0,1396.0,317.0,4.05,141300.0,<1H OCEAN --117.89,34.11,27.0,2434.0,535.0,1623.0,498.0,3.6875,140200.0,<1H OCEAN --117.9,34.11,37.0,1286.0,255.0,1047.0,249.0,4.2019,140100.0,<1H OCEAN --117.88,34.13,25.0,2559.0,654.0,1674.0,623.0,2.8547,155600.0,<1H OCEAN --117.88,34.12,36.0,2029.0,351.0,1327.0,364.0,4.1836,164300.0,<1H OCEAN --117.89,34.13,34.0,2159.0,386.0,1443.0,385.0,4.1995,147400.0,<1H OCEAN --117.9,34.13,25.0,3076.0,856.0,2868.0,752.0,2.6619,117600.0,<1H OCEAN --117.9,34.13,32.0,1640.0,391.0,1312.0,358.0,2.6292,136100.0,<1H OCEAN --117.9,34.13,5.0,1126.0,316.0,819.0,311.0,1.5,139800.0,<1H OCEAN --117.9,34.13,37.0,1801.0,422.0,1564.0,425.0,3.1597,133000.0,<1H OCEAN --117.9,34.12,33.0,1788.0,456.0,1787.0,361.0,2.6629,124100.0,<1H OCEAN --117.9,34.12,33.0,1555.0,361.0,1571.0,386.0,4.0529,138200.0,<1H OCEAN --117.9,34.12,35.0,957.0,194.0,804.0,221.0,3.3322,151400.0,<1H OCEAN --117.91,34.13,34.0,1540.0,328.0,1037.0,317.0,2.2132,138500.0,<1H OCEAN --117.92,34.13,42.0,1762.0,398.0,1526.0,365.0,2.8643,132600.0,INLAND --117.91,34.12,41.0,2673.0,578.0,2259.0,592.0,3.7846,145500.0,<1H OCEAN --117.91,34.12,33.0,1391.0,309.0,1038.0,298.0,4.1944,149500.0,<1H OCEAN --117.92,34.12,32.0,2552.0,576.0,2161.0,548.0,2.9459,144400.0,<1H OCEAN --117.93,34.12,36.0,294.0,67.0,266.0,80.0,3.5385,134400.0,INLAND --117.9,34.11,23.0,4776.0,1316.0,4797.0,1187.0,2.1667,142600.0,<1H OCEAN --117.91,34.11,20.0,3158.0,684.0,2396.0,713.0,3.525,153000.0,<1H OCEAN --117.92,34.11,24.0,2838.0,695.0,2151.0,645.0,3.2202,126200.0,<1H OCEAN --117.94,34.1,31.0,1239.0,254.0,929.0,244.0,3.3625,153400.0,<1H OCEAN --117.97,34.11,18.0,123.0,28.0,121.0,26.0,3.0417,137500.0,INLAND --117.99,34.08,11.0,2399.0,527.0,2307.0,531.0,3.5625,141000.0,INLAND --117.99,34.07,31.0,1507.0,369.0,1548.0,347.0,3.4327,147200.0,INLAND --117.98,34.07,15.0,3543.0,888.0,3131.0,823.0,3.0184,139400.0,INLAND --117.98,34.07,28.0,441.0,106.0,504.0,108.0,2.9107,152500.0,INLAND --117.99,34.06,32.0,2491.0,616.0,2660.0,595.0,2.564,145800.0,INLAND --118.0,34.07,34.0,1696.0,456.0,1609.0,426.0,2.25,138500.0,INLAND --117.99,34.07,35.0,1681.0,360.0,1648.0,373.0,2.4911,145900.0,INLAND --117.99,34.08,35.0,1032.0,207.0,954.0,191.0,2.8906,134800.0,INLAND --117.97,34.08,8.0,2027.0,480.0,1781.0,447.0,3.0806,142400.0,INLAND --117.97,34.08,30.0,2227.0,474.0,1961.0,481.0,3.3261,164100.0,INLAND --117.96,34.07,32.0,2910.0,709.0,2583.0,670.0,3.7736,158400.0,<1H OCEAN --117.97,34.07,20.0,2063.0,496.0,1573.0,468.0,3.2,157100.0,<1H OCEAN --117.97,34.07,22.0,1438.0,364.0,1325.0,335.0,2.7802,162500.0,<1H OCEAN --117.98,34.08,17.0,3640.0,830.0,3537.0,807.0,3.4784,152200.0,INLAND --117.98,34.1,22.0,5661.0,1209.0,5389.0,1178.0,3.7727,159700.0,INLAND --117.98,34.09,31.0,3073.0,617.0,2640.0,594.0,3.5,161300.0,INLAND --117.97,34.09,27.0,3569.0,761.0,3339.0,762.0,4.1304,160500.0,INLAND --117.95,34.11,29.0,1986.0,448.0,2013.0,432.0,3.1034,140800.0,INLAND --117.96,34.1,35.0,4036.0,904.0,3878.0,846.0,3.2957,141600.0,INLAND --117.97,34.1,33.0,1558.0,316.0,1600.0,338.0,2.9712,143900.0,INLAND --117.97,34.1,26.0,1399.0,277.0,1285.0,276.0,4.0,160100.0,INLAND --117.96,34.09,30.0,2686.0,613.0,2477.0,573.0,3.4427,160800.0,INLAND --117.96,34.09,6.0,1954.0,534.0,1584.0,496.0,3.1621,131000.0,INLAND --117.96,34.1,30.0,2775.0,657.0,2847.0,642.0,3.2266,141800.0,INLAND --117.97,34.09,31.0,2779.0,639.0,2259.0,670.0,3.4032,143400.0,INLAND --117.95,34.09,21.0,2215.0,484.0,1792.0,419.0,2.8375,166500.0,<1H OCEAN --117.95,34.08,34.0,2278.0,476.0,1728.0,448.0,3.125,154100.0,<1H OCEAN --117.95,34.09,18.0,1179.0,324.0,1296.0,331.0,2.851,140600.0,<1H OCEAN --117.96,34.08,39.0,1076.0,338.0,1242.0,332.0,2.2679,151800.0,<1H OCEAN --117.96,34.08,33.0,4151.0,850.0,3563.0,848.0,3.1912,159900.0,<1H OCEAN --117.96,34.08,28.0,2831.0,552.0,2330.0,557.0,3.9741,173100.0,<1H OCEAN --117.94,34.09,21.0,2707.0,675.0,1742.0,626.0,2.1062,176700.0,<1H OCEAN --117.94,34.08,32.0,2704.0,514.0,1669.0,497.0,4.4653,195400.0,<1H OCEAN --117.94,34.08,34.0,1970.0,476.0,1269.0,406.0,4.064,201200.0,<1H OCEAN --117.94,34.08,35.0,2393.0,417.0,1336.0,418.0,4.87,187700.0,<1H OCEAN --117.95,34.08,37.0,1137.0,203.0,672.0,226.0,3.2969,189000.0,<1H OCEAN --117.95,34.07,37.0,1987.0,399.0,1279.0,378.0,4.1172,176500.0,<1H OCEAN --117.93,34.09,34.0,2192.0,431.0,1376.0,428.0,3.9861,163900.0,<1H OCEAN --117.93,34.09,35.0,782.0,153.0,499.0,163.0,4.2062,161300.0,<1H OCEAN --117.93,34.09,35.0,1891.0,353.0,1093.0,382.0,4.0167,165500.0,<1H OCEAN --117.93,34.09,37.0,1185.0,225.0,769.0,235.0,4.4625,154200.0,<1H OCEAN --117.92,34.08,36.0,1285.0,228.0,679.0,231.0,3.8705,191900.0,<1H OCEAN --117.92,34.08,35.0,2108.0,408.0,1257.0,414.0,4.1312,185200.0,<1H OCEAN --117.93,34.07,34.0,1409.0,305.0,819.0,273.0,3.3977,188800.0,<1H OCEAN --117.93,34.08,36.0,1371.0,246.0,806.0,241.0,4.5078,187100.0,<1H OCEAN --117.93,34.08,35.0,689.0,128.0,379.0,128.0,3.9583,206000.0,<1H OCEAN --117.93,34.08,36.0,1597.0,285.0,901.0,272.0,4.3947,197000.0,<1H OCEAN --117.93,34.08,36.0,1788.0,317.0,1139.0,320.0,4.125,185800.0,<1H OCEAN --117.91,34.08,33.0,2325.0,452.0,1170.0,445.0,3.6625,217100.0,<1H OCEAN --117.91,34.08,35.0,1443.0,266.0,861.0,262.0,3.5795,186900.0,<1H OCEAN --117.92,34.08,36.0,1479.0,251.0,741.0,245.0,4.2986,189600.0,<1H OCEAN --117.92,34.08,35.0,1860.0,323.0,1011.0,305.0,3.5536,207000.0,<1H OCEAN --117.92,34.08,35.0,1897.0,311.0,965.0,323.0,5.7039,199400.0,<1H OCEAN --117.91,34.1,28.0,3694.0,722.0,1999.0,718.0,3.2813,181100.0,<1H OCEAN --117.91,34.09,20.0,4327.0,1037.0,2296.0,963.0,3.0441,185400.0,<1H OCEAN --117.92,34.09,35.0,1810.0,318.0,1164.0,332.0,5.0123,165700.0,<1H OCEAN --117.92,34.1,33.0,1921.0,397.0,1492.0,393.0,4.375,150500.0,<1H OCEAN --117.9,34.1,31.0,3007.0,653.0,1766.0,616.0,3.7083,166000.0,<1H OCEAN --117.91,34.1,35.0,2746.0,478.0,1779.0,501.0,4.25,166700.0,<1H OCEAN --117.92,34.1,35.0,2994.0,603.0,1933.0,561.0,4.0052,160700.0,<1H OCEAN --117.89,34.1,27.0,3341.0,728.0,1762.0,679.0,2.9437,180400.0,<1H OCEAN --117.89,34.1,35.0,3185.0,544.0,1858.0,564.0,3.8304,175900.0,<1H OCEAN --117.89,34.1,34.0,2048.0,411.0,1456.0,416.0,3.125,168600.0,<1H OCEAN --117.9,34.1,35.0,2739.0,475.0,1481.0,483.0,4.5655,176600.0,<1H OCEAN --117.9,34.09,34.0,1562.0,272.0,825.0,266.0,4.125,220800.0,<1H OCEAN --117.9,34.08,32.0,2068.0,356.0,976.0,370.0,5.212,201200.0,<1H OCEAN --117.89,34.09,37.0,1055.0,280.0,538.0,206.0,2.4167,181300.0,<1H OCEAN --117.89,34.09,35.0,1205.0,330.0,583.0,319.0,2.3971,188900.0,<1H OCEAN --117.89,34.09,37.0,1813.0,394.0,1100.0,375.0,3.4453,176700.0,<1H OCEAN --117.9,34.09,39.0,1726.0,333.0,892.0,335.0,4.3409,191800.0,<1H OCEAN --117.88,34.08,30.0,6132.0,1538.0,3147.0,1449.0,2.7763,187800.0,<1H OCEAN --117.89,34.08,35.0,1711.0,335.0,825.0,356.0,3.5,215600.0,<1H OCEAN --117.89,34.08,25.0,2115.0,489.0,1107.0,477.0,3.1949,207400.0,<1H OCEAN --117.89,34.07,32.0,2374.0,450.0,1580.0,427.0,3.8837,200300.0,<1H OCEAN --117.9,34.08,32.0,5482.0,1251.0,3426.0,1117.0,3.2943,204400.0,<1H OCEAN --117.87,34.06,25.0,3652.0,470.0,1525.0,484.0,10.1248,428500.0,<1H OCEAN --117.88,34.06,23.0,6689.0,1124.0,3081.0,1047.0,5.9254,491200.0,<1H OCEAN --117.9,34.06,35.0,1313.0,194.0,599.0,209.0,7.5,287200.0,<1H OCEAN --117.9,34.06,33.0,1701.0,290.0,831.0,275.0,5.4469,274700.0,<1H OCEAN --117.9,34.06,33.0,1330.0,209.0,578.0,192.0,5.6406,266200.0,<1H OCEAN --117.89,34.07,35.0,1439.0,261.0,804.0,271.0,3.9808,188600.0,<1H OCEAN --117.9,34.07,35.0,1646.0,294.0,1056.0,280.0,3.055,172000.0,<1H OCEAN --117.89,34.07,35.0,834.0,137.0,392.0,123.0,4.5179,218800.0,<1H OCEAN --117.9,34.06,34.0,2956.0,469.0,1488.0,464.0,5.3664,268300.0,<1H OCEAN --117.9,34.07,36.0,1009.0,164.0,466.0,149.0,5.8519,249400.0,<1H OCEAN --117.91,34.07,36.0,1390.0,270.0,887.0,266.0,5.0897,189000.0,<1H OCEAN --117.91,34.07,33.0,2938.0,561.0,1519.0,549.0,4.5594,204200.0,<1H OCEAN --117.92,34.06,34.0,2819.0,609.0,1718.0,558.0,3.5547,197600.0,<1H OCEAN --117.92,34.07,36.0,1057.0,207.0,658.0,207.0,4.7708,191700.0,<1H OCEAN --117.92,34.07,29.0,1699.0,399.0,1052.0,411.0,3.2122,195500.0,<1H OCEAN --117.91,34.06,29.0,3250.0,521.0,1382.0,513.0,5.112,218300.0,<1H OCEAN --117.91,34.05,35.0,3189.0,,1727.0,500.0,5.0758,211100.0,<1H OCEAN --117.92,34.06,35.0,2894.0,467.0,1420.0,479.0,5.184,224900.0,<1H OCEAN --117.93,34.06,37.0,1505.0,262.0,798.0,259.0,5.4635,202100.0,<1H OCEAN --117.93,34.06,35.0,1022.0,183.0,628.0,187.0,3.9375,187500.0,<1H OCEAN --117.93,34.05,36.0,1340.0,221.0,848.0,244.0,4.1731,205100.0,<1H OCEAN --117.93,34.05,32.0,3055.0,623.0,1902.0,565.0,4.2926,190700.0,<1H OCEAN --117.92,34.07,38.0,175.0,22.0,129.0,20.0,9.7066,182500.0,<1H OCEAN --117.93,34.06,28.0,3342.0,688.0,2210.0,647.0,3.4596,202800.0,<1H OCEAN --117.95,34.05,34.0,1428.0,227.0,890.0,249.0,5.8722,204800.0,<1H OCEAN --117.94,34.06,32.0,3418.0,662.0,2003.0,622.0,4.0333,210200.0,<1H OCEAN --117.94,34.06,34.0,1921.0,422.0,1230.0,447.0,3.6648,193900.0,<1H OCEAN --117.93,34.07,36.0,1207.0,209.0,683.0,213.0,5.3559,207300.0,<1H OCEAN --117.94,34.07,25.0,1814.0,404.0,1187.0,363.0,3.3523,170800.0,<1H OCEAN --117.95,34.07,37.0,1375.0,260.0,951.0,272.0,3.2083,195200.0,<1H OCEAN --117.95,34.06,32.0,2252.0,415.0,1370.0,411.0,4.6312,184800.0,<1H OCEAN --117.96,34.07,35.0,2819.0,529.0,1508.0,485.0,4.6118,191700.0,<1H OCEAN --117.96,34.06,34.0,2226.0,381.0,1464.0,365.0,4.4102,183200.0,<1H OCEAN --117.96,34.06,31.0,2017.0,462.0,1462.0,457.0,2.067,167300.0,<1H OCEAN --117.97,34.05,33.0,1452.0,268.0,1274.0,278.0,3.6563,162700.0,<1H OCEAN --117.97,34.06,34.0,3580.0,684.0,2786.0,636.0,4.0469,166800.0,<1H OCEAN --117.98,34.06,33.0,1353.0,228.0,1079.0,237.0,4.5417,160300.0,<1H OCEAN --117.97,34.06,31.0,2516.0,,2194.0,497.0,3.2413,155500.0,<1H OCEAN --117.98,34.06,36.0,2391.0,407.0,1967.0,398.0,4.0274,160700.0,<1H OCEAN --117.98,34.05,35.0,2342.0,426.0,2176.0,416.0,3.7454,156900.0,<1H OCEAN --117.99,34.05,35.0,1792.0,317.0,1441.0,306.0,3.7917,151100.0,<1H OCEAN --117.97,34.05,33.0,2028.0,422.0,1727.0,371.0,2.8438,157600.0,<1H OCEAN --117.97,34.05,36.0,931.0,160.0,746.0,201.0,3.1667,158000.0,<1H OCEAN --117.97,34.05,36.0,1299.0,206.0,763.0,216.0,3.5179,161400.0,<1H OCEAN --117.97,34.05,34.0,2050.0,495.0,1832.0,465.0,2.8333,155700.0,<1H OCEAN --117.98,34.05,33.0,1560.0,315.0,1467.0,313.0,4.1429,159800.0,<1H OCEAN --117.98,34.04,34.0,2547.0,537.0,2108.0,498.0,3.4722,154600.0,<1H OCEAN --117.97,34.04,32.0,1507.0,295.0,1326.0,324.0,4.119,163300.0,<1H OCEAN --117.97,34.04,28.0,1686.0,417.0,1355.0,388.0,2.5192,157300.0,<1H OCEAN --117.96,34.03,35.0,2093.0,,1755.0,403.0,3.4115,150400.0,<1H OCEAN --117.96,34.03,35.0,1623.0,331.0,1462.0,312.0,3.9803,152600.0,<1H OCEAN --117.95,34.03,33.0,1453.0,326.0,1609.0,319.0,3.7578,155800.0,<1H OCEAN --117.95,34.03,35.0,804.0,159.0,727.0,179.0,2.7361,145700.0,<1H OCEAN --117.96,34.05,35.0,1254.0,263.0,1092.0,268.0,4.6364,163100.0,<1H OCEAN --117.96,34.05,36.0,1475.0,270.0,1149.0,284.0,3.0904,158600.0,<1H OCEAN --117.95,34.05,35.0,1309.0,276.0,1113.0,253.0,4.375,156500.0,<1H OCEAN --117.95,34.04,36.0,1044.0,200.0,982.0,205.0,4.7679,153900.0,<1H OCEAN --117.96,34.04,35.0,1141.0,212.0,924.0,212.0,3.1591,148300.0,<1H OCEAN --117.96,34.04,33.0,1458.0,268.0,1115.0,257.0,4.7955,158100.0,<1H OCEAN --117.96,34.04,34.0,1381.0,265.0,1020.0,268.0,4.025,146900.0,<1H OCEAN --117.96,34.05,32.0,1993.0,388.0,1385.0,380.0,3.7258,181900.0,<1H OCEAN --117.94,34.05,34.0,1729.0,324.0,1341.0,324.0,3.7708,163500.0,<1H OCEAN --117.94,34.04,36.0,1431.0,354.0,1367.0,334.0,3.5592,160200.0,<1H OCEAN --117.94,34.04,34.0,1403.0,274.0,977.0,257.0,3.8409,163000.0,<1H OCEAN --117.94,34.05,34.0,1519.0,304.0,1262.0,300.0,3.3409,161200.0,<1H OCEAN --117.95,34.05,31.0,2349.0,539.0,2028.0,521.0,3.494,154500.0,<1H OCEAN --117.94,34.04,33.0,1493.0,331.0,1571.0,354.0,3.8864,158900.0,<1H OCEAN --117.95,34.04,27.0,2610.0,846.0,2296.0,750.0,2.274,150800.0,<1H OCEAN --117.94,34.03,35.0,1499.0,289.0,1112.0,268.0,3.83,149000.0,<1H OCEAN --117.94,34.03,35.0,1375.0,249.0,1015.0,239.0,4.0521,151800.0,<1H OCEAN --117.95,34.03,33.0,1782.0,394.0,1517.0,376.0,3.3389,157900.0,<1H OCEAN --117.93,34.01,23.0,3188.0,836.0,3883.0,840.0,2.1863,157600.0,<1H OCEAN --117.93,34.01,33.0,1733.0,361.0,1757.0,375.0,4.2266,153800.0,<1H OCEAN --117.94,34.02,27.0,5026.0,955.0,3899.0,930.0,3.871,162900.0,<1H OCEAN --117.95,34.02,19.0,1129.0,258.0,900.0,228.0,3.875,135600.0,<1H OCEAN --117.95,34.02,22.0,1919.0,411.0,1203.0,363.0,4.2578,144100.0,<1H OCEAN --117.92,34.03,35.0,1341.0,233.0,898.0,216.0,4.1118,157300.0,<1H OCEAN --117.92,34.03,32.0,1819.0,375.0,1728.0,375.0,3.975,162400.0,<1H OCEAN --117.92,34.03,35.0,1469.0,306.0,1285.0,308.0,3.9219,159500.0,<1H OCEAN --117.93,34.03,35.0,2160.0,399.0,1694.0,403.0,3.8581,163100.0,<1H OCEAN --117.93,34.03,30.0,2246.0,446.0,1837.0,431.0,4.7917,164500.0,<1H OCEAN --117.93,34.04,23.0,6361.0,1168.0,4580.0,1109.0,4.9342,181000.0,<1H OCEAN --117.93,34.04,30.0,1336.0,239.0,905.0,253.0,4.8854,178100.0,<1H OCEAN --117.9,34.04,15.0,11989.0,2185.0,6652.0,2081.0,4.5554,278300.0,<1H OCEAN --117.9,34.05,33.0,629.0,76.0,253.0,75.0,7.6286,330400.0,<1H OCEAN --117.91,34.04,15.0,8749.0,1761.0,5278.0,1691.0,4.6324,168800.0,<1H OCEAN --117.92,34.05,36.0,2241.0,419.0,1743.0,448.0,4.6587,161900.0,<1H OCEAN --117.88,34.01,16.0,6756.0,1332.0,4429.0,1299.0,4.7589,178200.0,<1H OCEAN --117.88,34.0,21.0,5459.0,1086.0,3394.0,1087.0,3.6308,192100.0,<1H OCEAN --117.89,34.01,23.0,4535.0,955.0,3881.0,930.0,3.6275,154100.0,<1H OCEAN --117.9,34.01,27.0,1702.0,381.0,2091.0,352.0,3.7917,131100.0,<1H OCEAN --117.9,34.01,27.0,2383.0,472.0,2079.0,494.0,3.9702,141400.0,<1H OCEAN --117.91,34.02,17.0,5973.0,1384.0,4349.0,1229.0,3.2799,199300.0,<1H OCEAN --117.9,34.02,15.0,14058.0,2486.0,8997.0,2497.0,5.0704,226200.0,<1H OCEAN --117.91,34.02,22.0,6269.0,,5587.0,1251.0,3.8201,136200.0,<1H OCEAN --117.92,34.01,35.0,3055.0,634.0,3738.0,615.0,3.375,127200.0,<1H OCEAN --117.98,34.04,29.0,1468.0,310.0,1390.0,276.0,3.75,190600.0,<1H OCEAN --117.96,34.02,33.0,349.0,124.0,460.0,83.0,2.375,133300.0,<1H OCEAN --117.98,34.03,21.0,797.0,162.0,484.0,166.0,2.625,191100.0,<1H OCEAN --117.9,33.99,18.0,8076.0,1789.0,5325.0,1707.0,3.443,171900.0,<1H OCEAN --117.92,34.0,36.0,116.0,30.0,193.0,35.0,3.8125,136300.0,<1H OCEAN --117.88,34.0,32.0,265.0,51.0,170.0,50.0,3.9375,187500.0,<1H OCEAN --117.89,33.99,22.0,3272.0,618.0,1784.0,591.0,4.0324,211300.0,<1H OCEAN --117.87,33.99,21.0,2837.0,515.0,2031.0,555.0,4.9271,209700.0,<1H OCEAN --118.01,34.05,37.0,682.0,172.0,813.0,173.0,3.8125,138000.0,<1H OCEAN --117.99,34.04,30.0,4468.0,959.0,4027.0,938.0,3.185,168300.0,<1H OCEAN --118.02,34.04,27.0,5640.0,1001.0,3538.0,978.0,5.065,215400.0,<1H OCEAN --118.0,34.03,25.0,6909.0,1154.0,3912.0,1121.0,5.257,226100.0,<1H OCEAN --117.98,34.02,32.0,2945.0,651.0,2044.0,652.0,3.1979,183900.0,<1H OCEAN --117.98,34.02,33.0,3512.0,632.0,1971.0,598.0,4.4653,193200.0,<1H OCEAN --117.98,34.01,27.0,2643.0,418.0,1344.0,381.0,5.7057,262100.0,<1H OCEAN --117.99,34.0,26.0,2988.0,397.0,1371.0,415.0,6.6988,382500.0,<1H OCEAN --118.02,34.02,21.0,5992.0,986.0,2647.0,969.0,5.2405,302400.0,<1H OCEAN --117.97,34.01,33.0,3530.0,700.0,2959.0,679.0,3.7459,152900.0,<1H OCEAN --117.97,34.01,33.0,2006.0,381.0,1410.0,346.0,3.7083,165500.0,<1H OCEAN --117.97,34.0,28.0,1983.0,375.0,1407.0,367.0,3.8319,179000.0,<1H OCEAN --117.97,33.99,22.0,5284.0,982.0,2613.0,932.0,4.7332,289900.0,<1H OCEAN --117.98,34.0,22.0,3632.0,538.0,1968.0,566.0,6.019,324900.0,<1H OCEAN --117.98,33.99,26.0,3343.0,455.0,1429.0,457.0,7.0778,334300.0,<1H OCEAN --117.98,33.98,27.0,2275.0,346.0,1039.0,333.0,6.2217,333500.0,<1H OCEAN --117.99,33.98,18.0,8399.0,1144.0,3727.0,1107.0,6.9695,360400.0,<1H OCEAN --117.95,34.0,34.0,2376.0,468.0,1858.0,449.0,4.1328,176300.0,<1H OCEAN --117.96,34.0,33.0,5462.0,952.0,3527.0,914.0,4.4038,186700.0,<1H OCEAN --117.96,34.0,34.0,2777.0,540.0,1954.0,522.0,4.5163,183800.0,<1H OCEAN --117.92,33.98,10.0,16414.0,2919.0,8907.0,2714.0,6.1552,362500.0,<1H OCEAN --117.95,33.98,15.0,16042.0,2602.0,7732.0,2552.0,5.6716,330400.0,<1H OCEAN --117.94,33.99,18.0,6100.0,1018.0,3112.0,982.0,4.9932,284000.0,<1H OCEAN --117.95,33.99,15.0,3978.0,692.0,2418.0,665.0,5.0142,269900.0,<1H OCEAN --117.95,33.99,24.0,1219.0,177.0,610.0,185.0,6.7978,325000.0,<1H OCEAN --117.95,33.99,25.0,1075.0,138.0,451.0,132.0,6.8492,332200.0,<1H OCEAN --117.96,33.99,25.0,1348.0,210.0,660.0,200.0,5.2852,297600.0,<1H OCEAN --117.96,33.99,25.0,2799.0,388.0,1348.0,389.0,6.2517,311100.0,<1H OCEAN --117.97,33.99,23.0,3335.0,570.0,1560.0,555.0,5.7268,300300.0,<1H OCEAN --117.96,33.98,25.0,1259.0,184.0,599.0,170.0,5.7407,302200.0,<1H OCEAN --117.88,33.96,16.0,19059.0,3079.0,10988.0,3061.0,5.5469,265200.0,<1H OCEAN --117.89,33.98,5.0,3088.0,711.0,1415.0,641.0,2.5125,184500.0,<1H OCEAN --117.9,33.98,20.0,9893.0,2283.0,7228.0,2159.0,3.253,186700.0,<1H OCEAN --117.9,33.97,23.0,7353.0,1255.0,4014.0,1124.0,5.4155,213200.0,<1H OCEAN --117.75,34.06,52.0,1171.0,318.0,1126.0,276.0,1.9762,105800.0,INLAND --117.75,34.06,52.0,62.0,9.0,44.0,16.0,0.4999,112500.0,INLAND --117.74,34.06,4.0,1391.0,506.0,727.0,369.0,1.4722,137500.0,INLAND --117.75,34.05,27.0,437.0,108.0,469.0,97.0,1.7206,107500.0,INLAND --117.75,34.05,37.0,378.0,92.0,503.0,103.0,2.1908,94600.0,INLAND --117.75,34.06,44.0,477.0,135.0,502.0,117.0,2.0156,112500.0,INLAND --117.75,34.06,52.0,24.0,6.0,46.0,7.0,1.625,67500.0,INLAND --117.94,34.15,33.0,859.0,144.0,421.0,138.0,4.4821,220100.0,INLAND --117.95,34.16,17.0,7116.0,1089.0,3538.0,1083.0,6.2654,273800.0,INLAND --117.94,34.14,33.0,1620.0,283.0,868.0,275.0,5.411,219400.0,INLAND --117.95,34.14,13.0,3859.0,710.0,2283.0,759.0,4.5594,184500.0,INLAND --117.95,34.14,33.0,1943.0,440.0,1526.0,353.0,3.038,137500.0,INLAND --117.96,34.14,27.0,2221.0,542.0,1328.0,523.0,2.5275,151700.0,INLAND --117.96,34.14,33.0,1994.0,405.0,993.0,403.0,3.766,163900.0,INLAND --117.96,34.14,9.0,907.0,207.0,619.0,194.0,3.9464,179600.0,INLAND --117.97,34.14,15.0,3595.0,964.0,1839.0,877.0,2.6014,150300.0,INLAND --117.97,34.14,33.0,1328.0,348.0,903.0,329.0,3.1094,136000.0,INLAND --117.97,34.13,42.0,683.0,127.0,541.0,138.0,3.4375,151700.0,INLAND --117.98,34.14,24.0,1596.0,388.0,1329.0,352.0,3.0417,148000.0,INLAND --117.97,34.13,33.0,2038.0,473.0,1546.0,469.0,3.4777,144500.0,INLAND --117.98,34.13,37.0,1447.0,309.0,1279.0,290.0,4.0083,142900.0,INLAND --117.98,34.13,29.0,2110.0,460.0,1890.0,448.0,3.6806,130500.0,INLAND --117.97,34.15,33.0,2474.0,472.0,1268.0,437.0,6.4576,500001.0,INLAND --117.97,34.17,35.0,5005.0,848.0,2112.0,813.0,4.9968,295000.0,INLAND --118.0,34.16,42.0,1020.0,156.0,398.0,157.0,6.101,311800.0,INLAND --118.01,34.16,47.0,1745.0,270.0,753.0,275.0,5.532,318500.0,INLAND --117.99,34.18,38.0,2981.0,432.0,1063.0,437.0,6.5254,365000.0,INLAND --117.99,34.16,40.0,3838.0,696.0,1851.0,674.0,4.2407,262000.0,INLAND --118.0,34.16,52.0,1354.0,227.0,531.0,206.0,4.8059,270600.0,INLAND --118.0,34.15,48.0,3436.0,673.0,1540.0,648.0,4.275,256800.0,INLAND --118.01,34.15,52.0,2234.0,472.0,986.0,439.0,3.9125,265500.0,INLAND --118.02,34.15,44.0,2419.0,437.0,1045.0,432.0,3.875,280800.0,INLAND --118.02,34.17,32.0,3868.0,548.0,1558.0,528.0,9.4667,500001.0,INLAND --118.03,34.16,36.0,1640.0,239.0,693.0,253.0,6.6888,500001.0,INLAND --118.03,34.15,43.0,1694.0,283.0,674.0,267.0,4.1797,486800.0,INLAND --118.02,34.15,44.0,2267.0,426.0,980.0,372.0,3.6,307400.0,INLAND --118.06,34.17,38.0,2726.0,398.0,1059.0,380.0,7.2419,410400.0,INLAND --118.05,34.17,45.0,2535.0,455.0,1036.0,437.0,5.0482,388900.0,INLAND --118.04,34.17,52.0,1885.0,401.0,764.0,373.0,4.0385,265700.0,INLAND --118.04,34.18,37.0,3134.0,532.0,1220.0,508.0,5.2865,455400.0,INLAND --118.04,34.16,38.0,1594.0,249.0,633.0,247.0,5.9582,350700.0,INLAND --118.05,34.16,36.0,3908.0,732.0,1688.0,725.0,4.5625,376800.0,INLAND --118.05,34.16,41.0,3320.0,713.0,1236.0,659.0,3.5694,278600.0,INLAND --118.06,34.16,46.0,1467.0,298.0,816.0,267.0,3.6705,286500.0,INLAND --118.06,34.16,34.0,2297.0,419.0,909.0,412.0,4.8214,362500.0,INLAND --118.07,34.16,35.0,3585.0,671.0,1401.0,623.0,4.125,330000.0,INLAND --118.03,34.16,36.0,1401.0,218.0,667.0,225.0,7.1615,484700.0,INLAND --118.03,34.16,39.0,2731.0,366.0,1034.0,338.0,9.8098,500001.0,INLAND --118.05,34.15,32.0,5131.0,665.0,1877.0,622.0,8.2004,500001.0,INLAND --118.06,34.15,37.0,1980.0,226.0,697.0,226.0,15.0001,500001.0,INLAND --118.05,34.14,39.0,2125.0,295.0,862.0,303.0,8.9728,500001.0,INLAND --118.06,34.13,40.0,4307.0,918.0,1769.0,845.0,3.6341,391500.0,INLAND --118.06,34.14,42.0,2461.0,379.0,1179.0,360.0,7.0315,437300.0,INLAND --118.06,34.14,40.0,2662.0,379.0,1151.0,387.0,8.4889,500001.0,INLAND --118.03,34.14,44.0,1446.0,250.0,721.0,243.0,4.7308,352200.0,INLAND --118.04,34.13,22.0,3359.0,643.0,1227.0,588.0,4.645,276200.0,INLAND --118.04,34.15,34.0,1523.0,311.0,676.0,295.0,3.3621,377200.0,INLAND --118.04,34.13,35.0,249.0,31.0,268.0,29.0,15.0001,500001.0,INLAND --118.05,34.13,23.0,3264.0,729.0,1475.0,668.0,3.735,218300.0,INLAND --118.06,34.13,28.0,12139.0,2873.0,5359.0,2731.0,3.292,227300.0,INLAND --118.02,34.14,34.0,1077.0,257.0,478.0,199.0,2.6316,252800.0,INLAND --118.02,34.13,32.0,3308.0,718.0,1803.0,667.0,3.9464,273600.0,INLAND --118.03,34.14,31.0,4353.0,1117.0,2338.0,1037.0,3.0727,242600.0,INLAND --118.01,34.13,36.0,1332.0,217.0,648.0,203.0,4.7159,365900.0,INLAND --118.02,34.13,33.0,2874.0,458.0,1239.0,431.0,5.2329,430900.0,INLAND --118.02,34.13,34.0,1966.0,319.0,980.0,297.0,7.7307,429000.0,INLAND --118.03,34.13,33.0,2352.0,373.0,995.0,359.0,4.9583,445700.0,INLAND --118.02,34.12,37.0,2250.0,360.0,989.0,329.0,6.1536,366000.0,INLAND --118.02,34.11,35.0,2454.0,458.0,1110.0,435.0,3.8029,414800.0,INLAND --118.02,34.12,36.0,1471.0,246.0,751.0,230.0,5.4555,395100.0,INLAND --118.02,34.12,38.0,1778.0,288.0,870.0,281.0,6.5784,408500.0,INLAND --118.03,34.11,34.0,2837.0,460.0,1344.0,458.0,6.5722,437400.0,INLAND --118.01,34.14,20.0,3350.0,831.0,1816.0,744.0,2.8352,161700.0,INLAND --118.01,34.14,23.0,3425.0,754.0,2202.0,729.0,3.52,187300.0,INLAND --118.02,34.14,31.0,6854.0,1578.0,4131.0,1524.0,3.5878,222800.0,INLAND --117.99,34.15,44.0,2492.0,611.0,1951.0,596.0,3.1304,185600.0,INLAND --118.0,34.15,43.0,2583.0,633.0,1544.0,617.0,2.5417,178300.0,INLAND --118.01,34.15,32.0,6597.0,1579.0,3689.0,1459.0,3.2377,184100.0,INLAND --117.98,34.14,27.0,6341.0,1289.0,2899.0,1192.0,3.6336,235200.0,INLAND --117.99,34.14,30.0,2346.0,,1988.0,474.0,2.5625,153000.0,INLAND --118.0,34.13,24.0,2584.0,520.0,1869.0,503.0,3.2841,167000.0,INLAND --118.0,34.14,31.0,1298.0,431.0,1131.0,425.0,1.0548,178100.0,INLAND --118.0,34.14,39.0,1302.0,303.0,800.0,291.0,3.2723,166900.0,INLAND --118.0,34.13,35.0,1005.0,224.0,742.0,221.0,3.5481,158100.0,INLAND --117.99,34.13,37.0,1568.0,371.0,1618.0,350.0,2.9605,129400.0,INLAND --117.99,34.12,37.0,1527.0,331.0,1504.0,324.0,3.2857,130100.0,INLAND --117.99,34.12,35.0,1040.0,231.0,1040.0,242.0,2.5395,139200.0,INLAND --118.0,34.12,37.0,1340.0,325.0,928.0,333.0,3.9219,175000.0,INLAND --118.0,34.12,42.0,870.0,170.0,546.0,164.0,4.625,173800.0,INLAND --118.01,34.13,38.0,3374.0,671.0,1906.0,640.0,4.0729,212300.0,INLAND --118.01,34.12,43.0,1185.0,207.0,657.0,198.0,4.5491,214800.0,INLAND --118.01,34.12,32.0,1937.0,332.0,922.0,340.0,3.94,278400.0,INLAND --118.01,34.11,32.0,1978.0,536.0,826.0,470.0,2.5114,212200.0,INLAND --118.01,34.11,43.0,1858.0,345.0,1054.0,329.0,3.5625,211600.0,INLAND --118.01,34.11,36.0,1722.0,320.0,794.0,322.0,4.2132,212200.0,INLAND --118.02,34.1,36.0,1928.0,361.0,1008.0,368.0,4.733,233700.0,INLAND --118.02,34.1,36.0,452.0,80.0,248.0,83.0,1.9688,226000.0,INLAND --118.02,34.11,39.0,1504.0,280.0,718.0,261.0,4.625,219000.0,INLAND --118.03,34.1,38.0,2301.0,416.0,1079.0,398.0,4.4236,233600.0,INLAND --118.03,34.1,30.0,2773.0,634.0,1376.0,540.0,2.7857,201700.0,INLAND --118.03,34.1,31.0,2647.0,539.0,1473.0,520.0,3.94,223900.0,INLAND --118.03,34.1,32.0,2668.0,609.0,1512.0,541.0,2.9422,233100.0,INLAND --118.03,34.11,38.0,2076.0,361.0,988.0,332.0,5.9175,416900.0,INLAND --118.04,34.11,44.0,773.0,120.0,405.0,121.0,5.0,447100.0,INLAND --118.04,34.11,37.0,1275.0,177.0,598.0,174.0,7.1885,500001.0,INLAND --118.05,34.11,42.0,3677.0,627.0,1779.0,622.0,5.1509,426500.0,INLAND --118.04,34.13,39.0,2485.0,382.0,1072.0,342.0,6.0878,430200.0,INLAND --118.04,34.12,39.0,2522.0,380.0,1113.0,357.0,5.2249,445200.0,INLAND --118.04,34.12,44.0,2007.0,288.0,921.0,307.0,6.5989,500001.0,INLAND --118.04,34.12,30.0,2170.0,318.0,984.0,309.0,5.6916,500001.0,INLAND --118.05,34.12,20.0,5218.0,959.0,2302.0,850.0,3.55,476700.0,INLAND --118.06,34.12,25.0,3891.0,848.0,1848.0,759.0,3.6639,248100.0,INLAND --118.06,34.12,34.0,2941.0,558.0,1660.0,576.0,4.5667,271500.0,INLAND --118.06,34.12,35.0,2053.0,369.0,1044.0,375.0,4.1875,275400.0,INLAND --118.05,34.11,48.0,1410.0,304.0,677.0,274.0,3.2596,272400.0,INLAND --118.06,34.11,36.0,2178.0,485.0,914.0,412.0,2.7656,239500.0,INLAND --118.06,34.11,39.0,2603.0,547.0,1196.0,487.0,3.0854,248700.0,INLAND --118.04,34.1,39.0,2302.0,412.0,1590.0,406.0,4.8017,273800.0,INLAND --118.05,34.1,36.0,1606.0,318.0,889.0,294.0,4.7931,272600.0,INLAND --118.06,34.1,38.0,3229.0,636.0,1599.0,609.0,3.8646,257100.0,<1H OCEAN --118.06,34.1,42.0,1576.0,313.0,697.0,282.0,4.3523,283600.0,<1H OCEAN --118.06,34.1,43.0,1833.0,355.0,786.0,334.0,3.5761,256700.0,<1H OCEAN --118.06,34.1,38.0,2438.0,442.0,1308.0,461.0,3.6995,260100.0,<1H OCEAN --118.04,34.1,38.0,2317.0,451.0,1155.0,426.0,4.1488,235300.0,INLAND --118.04,34.09,34.0,2597.0,461.0,1542.0,470.0,4.6211,248900.0,INLAND --118.05,34.1,30.0,2143.0,427.0,1107.0,416.0,4.2321,252200.0,INLAND --118.05,34.1,42.0,2065.0,404.0,1313.0,402.0,4.0179,274300.0,INLAND --118.06,34.09,38.0,2036.0,388.0,1096.0,371.0,4.0625,262500.0,<1H OCEAN --118.06,34.1,38.0,1960.0,330.0,874.0,308.0,4.8594,265900.0,<1H OCEAN --118.06,34.09,36.0,1239.0,238.0,717.0,237.0,3.244,258100.0,<1H OCEAN --118.06,34.09,40.0,1975.0,389.0,1116.0,378.0,4.2898,251600.0,<1H OCEAN --118.07,34.09,40.0,1745.0,370.0,1293.0,357.0,2.5474,198100.0,<1H OCEAN --118.07,34.09,35.0,1224.0,267.0,887.0,276.0,4.0987,202400.0,<1H OCEAN --118.08,34.09,33.0,2557.0,578.0,1715.0,530.0,2.9196,208800.0,<1H OCEAN --118.08,34.09,34.0,1823.0,457.0,1485.0,401.0,3.7222,207200.0,<1H OCEAN --118.08,34.09,32.0,3214.0,718.0,2316.0,751.0,3.7066,206800.0,<1H OCEAN --118.04,34.09,34.0,2001.0,388.0,1461.0,397.0,3.8304,183000.0,INLAND --118.04,34.08,35.0,1148.0,258.0,975.0,253.0,4.037,173300.0,<1H OCEAN --118.04,34.09,32.0,1339.0,334.0,817.0,349.0,2.8333,186000.0,INLAND --118.05,34.09,23.0,602.0,135.0,409.0,123.0,3.5268,146400.0,<1H OCEAN --118.02,34.09,32.0,1747.0,399.0,1199.0,402.0,3.4286,191800.0,INLAND --118.02,34.08,29.0,2741.0,667.0,2449.0,677.0,3.6944,175200.0,INLAND --118.02,34.09,24.0,2080.0,514.0,1976.0,478.0,2.6917,170000.0,INLAND --118.03,34.09,29.0,1219.0,338.0,1152.0,323.0,2.8029,180900.0,INLAND --118.03,34.08,32.0,1780.0,484.0,1732.0,454.0,2.4464,169600.0,INLAND --118.0,34.1,34.0,2249.0,460.0,1544.0,441.0,3.4005,176300.0,INLAND --118.01,34.09,29.0,3402.0,747.0,2331.0,690.0,3.6094,179200.0,INLAND --118.01,34.1,27.0,2424.0,542.0,1713.0,557.0,3.8085,181400.0,INLAND --118.01,34.1,35.0,2120.0,412.0,1375.0,405.0,3.4609,166300.0,INLAND --118.0,34.08,29.0,2003.0,401.0,1520.0,364.0,3.994,195300.0,INLAND --118.01,34.08,30.0,2281.0,522.0,1969.0,500.0,3.6531,166300.0,INLAND --118.02,34.08,28.0,2769.0,631.0,2452.0,581.0,2.6071,175900.0,INLAND --118.01,34.08,35.0,1852.0,358.0,1414.0,347.0,4.275,173600.0,INLAND --118.01,34.09,32.0,1613.0,361.0,1283.0,404.0,3.1944,181700.0,INLAND --118.0,34.08,23.0,1627.0,318.0,1279.0,289.0,4.6467,185100.0,INLAND --118.02,34.08,31.0,2402.0,632.0,2830.0,603.0,2.3333,164200.0,INLAND --118.03,34.08,37.0,775.0,179.0,726.0,183.0,3.25,159200.0,INLAND --118.03,34.08,42.0,1597.0,373.0,1311.0,352.0,2.9688,162800.0,INLAND --118.04,34.07,52.0,177.0,59.0,269.0,75.0,2.3611,131300.0,<1H OCEAN --118.05,34.08,34.0,572.0,154.0,752.0,182.0,2.0433,138800.0,<1H OCEAN --118.05,34.08,25.0,4909.0,1422.0,4983.0,1293.0,2.7254,143500.0,<1H OCEAN --118.05,34.08,30.0,1572.0,427.0,1857.0,428.0,2.4914,159200.0,<1H OCEAN --118.06,34.08,37.0,778.0,205.0,850.0,198.0,2.5119,180500.0,<1H OCEAN --118.06,34.08,34.0,1197.0,260.0,942.0,245.0,3.4202,189100.0,<1H OCEAN --118.06,34.08,42.0,1988.0,402.0,1239.0,402.0,3.2569,201500.0,<1H OCEAN --118.07,34.08,38.0,2462.0,553.0,1843.0,538.0,3.2312,211900.0,<1H OCEAN --118.07,34.07,19.0,1554.0,393.0,1427.0,370.0,3.125,207100.0,<1H OCEAN --118.07,34.08,37.0,1210.0,252.0,733.0,243.0,2.806,214600.0,<1H OCEAN --118.05,34.07,32.0,4492.0,1075.0,4119.0,1035.0,3.2373,183100.0,<1H OCEAN --118.06,34.07,30.0,2308.0,674.0,3034.0,691.0,2.3929,184400.0,<1H OCEAN --118.03,34.07,37.0,1091.0,269.0,905.0,242.0,3.1042,152000.0,<1H OCEAN --118.03,34.06,36.0,1018.0,305.0,1307.0,292.0,2.1453,162100.0,<1H OCEAN --118.04,34.07,39.0,1382.0,315.0,1090.0,308.0,3.8125,174000.0,<1H OCEAN --118.04,34.07,39.0,2451.0,649.0,2536.0,648.0,2.3098,173100.0,<1H OCEAN --118.01,34.07,22.0,6311.0,1572.0,6666.0,1456.0,2.9334,182600.0,INLAND --118.01,34.06,26.0,557.0,153.0,455.0,196.0,2.7721,155400.0,INLAND --118.01,34.07,24.0,5684.0,1485.0,6626.0,1481.0,2.2559,166800.0,INLAND --118.02,34.07,21.0,3245.0,959.0,3528.0,887.0,2.3236,156300.0,INLAND --118.03,34.06,31.0,1513.0,389.0,1396.0,364.0,2.4706,170600.0,<1H OCEAN --118.03,34.06,24.0,2343.0,834.0,3537.0,824.0,2.1094,135200.0,<1H OCEAN --118.03,34.06,27.0,2510.0,783.0,3481.0,726.0,2.4875,157800.0,<1H OCEAN --118.04,34.06,31.0,957.0,295.0,1300.0,287.0,2.1383,153400.0,<1H OCEAN --118.04,34.06,30.0,2019.0,551.0,2481.0,484.0,3.1875,154200.0,<1H OCEAN --118.04,34.06,39.0,1258.0,245.0,988.0,228.0,3.2132,176100.0,<1H OCEAN --118.05,34.06,32.0,2286.0,654.0,2991.0,655.0,2.1781,174500.0,<1H OCEAN --118.05,34.06,45.0,531.0,164.0,722.0,166.0,2.1406,162500.0,<1H OCEAN --118.05,34.06,25.0,1022.0,291.0,1570.0,297.0,3.023,142000.0,<1H OCEAN --118.06,34.06,28.0,2127.0,625.0,3160.0,620.0,2.5763,173900.0,<1H OCEAN --118.06,34.06,28.0,1778.0,605.0,2184.0,574.0,1.9189,165900.0,<1H OCEAN --118.07,34.07,31.0,1370.0,284.0,1062.0,277.0,3.5156,199300.0,<1H OCEAN --118.08,34.07,32.0,4089.0,975.0,3775.0,955.0,3.29,205500.0,<1H OCEAN --118.07,34.06,34.0,2873.0,718.0,2758.0,699.0,2.5985,168600.0,<1H OCEAN --118.04,34.05,32.0,1252.0,273.0,1337.0,263.0,2.6579,156800.0,<1H OCEAN --118.05,34.05,36.0,1084.0,202.0,920.0,199.0,3.7279,162200.0,<1H OCEAN --118.06,34.04,28.0,1516.0,363.0,1011.0,344.0,2.6288,160300.0,<1H OCEAN --118.03,34.06,24.0,2469.0,731.0,3818.0,712.0,2.5445,151400.0,<1H OCEAN --118.04,34.05,34.0,1058.0,230.0,1043.0,229.0,3.0536,137500.0,<1H OCEAN --118.04,34.04,35.0,1734.0,363.0,1527.0,344.0,3.0,160600.0,<1H OCEAN --118.04,34.04,32.0,1619.0,323.0,1492.0,342.0,3.5,165100.0,<1H OCEAN --118.05,34.04,33.0,1348.0,,1098.0,257.0,4.2917,161200.0,<1H OCEAN --118.06,34.03,36.0,21.0,7.0,21.0,9.0,2.375,175000.0,<1H OCEAN --118.02,34.06,26.0,2929.0,970.0,3792.0,817.0,2.2577,173800.0,<1H OCEAN --118.02,34.05,34.0,1610.0,513.0,2050.0,508.0,2.5562,156300.0,<1H OCEAN --118.03,34.05,36.0,1359.0,317.0,1557.0,370.0,2.7955,157500.0,<1H OCEAN --118.03,34.05,36.0,1345.0,331.0,1511.0,309.0,3.5129,142300.0,<1H OCEAN --118.01,34.05,31.0,1135.0,355.0,1717.0,368.0,2.1602,161700.0,<1H OCEAN --118.02,34.05,28.0,991.0,255.0,1145.0,265.0,2.3611,167000.0,<1H OCEAN --118.02,34.05,33.0,2464.0,627.0,2932.0,568.0,3.0625,165800.0,<1H OCEAN --118.02,34.04,28.0,6175.0,1449.0,5041.0,1408.0,2.8821,158100.0,<1H OCEAN --118.09,34.18,34.0,3113.0,409.0,1139.0,418.0,10.2289,500001.0,INLAND --118.07,34.17,34.0,4062.0,597.0,1525.0,566.0,7.8588,454800.0,INLAND --118.07,34.17,36.0,2415.0,394.0,1215.0,413.0,5.5418,326100.0,INLAND --118.07,34.17,35.0,2142.0,373.0,986.0,374.0,5.7051,326000.0,INLAND --118.1,34.18,39.0,2321.0,336.0,880.0,339.0,7.7108,450000.0,INLAND --118.11,34.19,50.0,1430.0,186.0,620.0,201.0,9.532,483300.0,INLAND --118.12,34.19,52.0,2405.0,299.0,970.0,319.0,8.7835,444100.0,INLAND --118.11,34.2,36.0,4915.0,725.0,1897.0,700.0,6.827,359400.0,INLAND --118.13,34.2,46.0,2676.0,427.0,1022.0,395.0,6.4288,295500.0,INLAND --118.13,34.19,48.0,2539.0,425.0,930.0,364.0,4.7269,303900.0,INLAND --118.13,34.21,36.0,1449.0,235.0,621.0,210.0,6.1824,274100.0,INLAND --118.13,34.2,45.0,1213.0,206.0,529.0,231.0,5.6629,234000.0,INLAND --118.13,34.2,46.0,1271.0,236.0,573.0,210.0,4.9312,240200.0,INLAND --118.13,34.19,43.0,1621.0,365.0,1015.0,329.0,2.92,242200.0,INLAND --118.14,34.19,45.0,3595.0,619.0,1686.0,607.0,4.73,201000.0,INLAND --118.14,34.2,39.0,2569.0,426.0,1282.0,432.0,5.0953,207400.0,INLAND --118.15,34.2,37.0,1997.0,361.0,1037.0,363.0,3.7932,210300.0,INLAND --118.15,34.2,52.0,1786.0,306.0,1018.0,322.0,4.1518,182100.0,INLAND --118.15,34.2,46.0,1505.0,261.0,857.0,269.0,4.5,184200.0,INLAND --118.15,34.21,34.0,2765.0,515.0,1422.0,438.0,5.4727,238900.0,INLAND --118.15,34.19,48.0,1854.0,360.0,1126.0,382.0,3.2216,161600.0,<1H OCEAN --118.15,34.19,47.0,1717.0,314.0,868.0,295.0,3.6094,160700.0,<1H OCEAN --118.16,34.19,40.0,1840.0,358.0,1218.0,347.0,4.25,177900.0,<1H OCEAN --118.16,34.2,43.0,1810.0,343.0,988.0,307.0,3.8203,176000.0,<1H OCEAN --118.18,34.22,40.0,1983.0,298.0,853.0,271.0,5.9845,241700.0,<1H OCEAN --118.19,34.22,32.0,10626.0,1504.0,4353.0,1482.0,9.8413,500001.0,<1H OCEAN --118.21,34.22,37.0,2260.0,322.0,941.0,303.0,8.3695,500001.0,<1H OCEAN --118.18,34.2,44.0,1473.0,250.0,668.0,239.0,8.72,415900.0,<1H OCEAN --118.19,34.2,41.0,2031.0,294.0,859.0,302.0,7.419,483700.0,<1H OCEAN --118.19,34.21,41.0,1602.0,228.0,680.0,225.0,6.553,500001.0,<1H OCEAN --118.2,34.21,40.0,1477.0,228.0,609.0,224.0,7.8375,500001.0,<1H OCEAN --118.2,34.21,42.0,1493.0,237.0,665.0,224.0,6.7571,443900.0,<1H OCEAN --118.21,34.21,41.0,1676.0,263.0,757.0,255.0,4.7734,450800.0,<1H OCEAN --118.22,34.23,34.0,3296.0,483.0,1268.0,478.0,8.4802,500001.0,<1H OCEAN --118.21,34.22,39.0,3008.0,386.0,1240.0,370.0,9.2463,500001.0,<1H OCEAN --118.22,34.22,39.0,2686.0,417.0,1094.0,402.0,7.0059,500001.0,<1H OCEAN --118.23,34.22,37.0,1376.0,237.0,618.0,226.0,5.9771,431800.0,<1H OCEAN --118.21,34.2,35.0,3646.0,552.0,1409.0,534.0,6.3794,500001.0,<1H OCEAN --118.2,34.2,44.0,2890.0,438.0,1219.0,429.0,6.987,500001.0,<1H OCEAN --118.18,34.19,48.0,1371.0,,528.0,155.0,15.0001,500001.0,<1H OCEAN --118.19,34.19,34.0,2061.0,260.0,825.0,254.0,15.0001,500001.0,<1H OCEAN --118.2,34.19,38.0,2176.0,266.0,798.0,243.0,15.0001,500001.0,<1H OCEAN --118.18,34.17,43.0,4269.0,591.0,1467.0,582.0,9.0702,500001.0,<1H OCEAN --118.18,34.16,34.0,5012.0,746.0,1699.0,715.0,9.4987,500001.0,<1H OCEAN --118.15,34.18,46.0,2230.0,488.0,1985.0,456.0,2.2328,142100.0,<1H OCEAN --118.15,34.17,46.0,2553.0,558.0,1740.0,492.0,2.0278,127500.0,<1H OCEAN --118.16,34.18,44.0,1870.0,389.0,1345.0,391.0,1.8932,136100.0,<1H OCEAN --118.16,34.18,48.0,568.0,145.0,559.0,135.0,2.4135,135700.0,<1H OCEAN --118.16,34.17,52.0,1193.0,228.0,703.0,221.0,3.1741,163800.0,<1H OCEAN --118.17,34.18,44.0,1401.0,246.0,607.0,271.0,2.8472,218800.0,<1H OCEAN --118.15,34.18,42.0,1521.0,320.0,1118.0,311.0,3.3125,154900.0,<1H OCEAN --118.16,34.19,42.0,2076.0,462.0,1641.0,436.0,2.2326,149200.0,<1H OCEAN --118.16,34.19,44.0,2195.0,449.0,1377.0,417.0,3.5887,153500.0,<1H OCEAN --118.17,34.18,38.0,1280.0,231.0,828.0,237.0,4.375,166700.0,<1H OCEAN --118.17,34.19,45.0,1790.0,316.0,1035.0,312.0,4.0985,173100.0,<1H OCEAN --118.13,34.19,42.0,2203.0,412.0,1012.0,377.0,4.0714,234000.0,INLAND --118.14,34.18,47.0,3457.0,622.0,1700.0,579.0,3.5164,226500.0,<1H OCEAN --118.14,34.19,49.0,1678.0,277.0,737.0,287.0,3.7222,237000.0,INLAND --118.15,34.19,38.0,1750.0,411.0,1398.0,409.0,2.3967,163100.0,<1H OCEAN --118.1,34.18,47.0,2168.0,352.0,902.0,361.0,5.894,300900.0,INLAND --118.11,34.18,52.0,3571.0,510.0,1434.0,490.0,5.9009,376000.0,INLAND --118.12,34.18,44.0,2357.0,342.0,891.0,337.0,6.3467,352700.0,INLAND --118.13,34.18,52.0,3094.0,519.0,1309.0,488.0,6.4223,310900.0,INLAND --118.1,34.17,46.0,1774.0,315.0,753.0,330.0,4.7241,279600.0,INLAND --118.1,34.17,48.0,1111.0,229.0,421.0,202.0,3.2813,268100.0,INLAND --118.11,34.17,50.0,3374.0,598.0,1484.0,569.0,4.99,261600.0,INLAND --118.11,34.17,46.0,2837.0,592.0,1453.0,549.0,3.1115,234600.0,INLAND --118.12,34.18,47.0,2344.0,513.0,1537.0,481.0,3.4777,230600.0,INLAND --118.13,34.18,52.0,1464.0,211.0,603.0,226.0,5.8309,309100.0,INLAND --118.12,34.17,37.0,2705.0,676.0,1551.0,608.0,2.2692,225000.0,INLAND --118.12,34.17,52.0,1835.0,330.0,777.0,317.0,3.7159,315400.0,INLAND --118.13,34.17,52.0,1784.0,368.0,966.0,345.0,3.6094,261500.0,<1H OCEAN --118.14,34.18,52.0,1700.0,317.0,996.0,329.0,3.9688,175000.0,<1H OCEAN --118.14,34.17,52.0,2667.0,486.0,1681.0,504.0,4.0524,173100.0,<1H OCEAN --118.14,34.17,42.0,2757.0,713.0,2112.0,653.0,2.7148,166800.0,<1H OCEAN --118.14,34.18,50.0,1493.0,326.0,1000.0,323.0,3.3068,154400.0,<1H OCEAN --118.14,34.17,40.0,1054.0,251.0,1056.0,276.0,2.3,146700.0,<1H OCEAN --118.15,34.18,45.0,2612.0,664.0,3117.0,584.0,2.3029,148800.0,<1H OCEAN --118.15,34.16,18.0,1711.0,383.0,1474.0,415.0,1.2891,181300.0,<1H OCEAN --118.15,34.16,38.0,2471.0,529.0,1661.0,441.0,2.2765,146600.0,<1H OCEAN --118.16,34.16,44.0,1284.0,278.0,925.0,261.0,1.7321,178400.0,<1H OCEAN --118.16,34.17,46.0,1508.0,261.0,674.0,255.0,3.5909,155400.0,<1H OCEAN --118.16,34.16,43.0,1276.0,226.0,545.0,209.0,4.1518,230700.0,<1H OCEAN --118.16,34.16,52.0,1576.0,239.0,696.0,249.0,6.07,261800.0,<1H OCEAN --118.16,34.15,19.0,1721.0,290.0,571.0,278.0,6.6031,500001.0,<1H OCEAN --118.16,34.15,17.0,821.0,163.0,229.0,164.0,7.3715,263000.0,<1H OCEAN --118.14,34.16,39.0,2776.0,840.0,2546.0,773.0,2.575,153500.0,<1H OCEAN --118.14,34.15,52.0,407.0,160.0,227.0,148.0,1.5156,187500.0,<1H OCEAN --118.15,34.15,52.0,275.0,123.0,273.0,111.0,1.1667,500001.0,<1H OCEAN --118.15,34.16,52.0,1925.0,597.0,2258.0,594.0,1.6921,162500.0,<1H OCEAN --118.15,34.15,49.0,806.0,199.0,698.0,172.0,2.3654,137500.0,<1H OCEAN --118.14,34.17,34.0,2384.0,604.0,2073.0,540.0,2.3062,158000.0,<1H OCEAN --118.14,34.16,30.0,2598.0,757.0,2869.0,769.0,2.1377,142300.0,<1H OCEAN --118.15,34.16,20.0,2410.0,632.0,2135.0,578.0,1.6887,148600.0,<1H OCEAN --118.15,34.17,36.0,930.0,280.0,1024.0,300.0,1.0846,146400.0,<1H OCEAN --118.13,34.17,49.0,1962.0,435.0,1329.0,457.0,3.2898,200000.0,<1H OCEAN --118.14,34.16,36.0,2973.0,807.0,2846.0,784.0,2.6217,156300.0,<1H OCEAN --118.14,34.17,52.0,2687.0,600.0,1716.0,544.0,2.7201,205700.0,<1H OCEAN --118.13,34.16,36.0,2162.0,658.0,1337.0,590.0,2.2095,176700.0,<1H OCEAN --118.13,34.15,24.0,1125.0,341.0,579.0,321.0,2.8125,141700.0,<1H OCEAN --118.14,34.15,41.0,1256.0,407.0,855.0,383.0,1.9923,500001.0,<1H OCEAN --118.14,34.15,17.0,1896.0,674.0,971.0,652.0,0.8438,175000.0,<1H OCEAN --118.14,34.16,38.0,1843.0,565.0,1449.0,524.0,2.2174,215400.0,<1H OCEAN --118.12,34.16,30.0,1762.0,416.0,940.0,398.0,2.8631,188600.0,<1H OCEAN --118.13,34.16,33.0,2682.0,716.0,2050.0,692.0,2.4817,169500.0,<1H OCEAN --118.13,34.15,18.0,1665.0,477.0,1095.0,390.0,2.6038,155600.0,<1H OCEAN --118.12,34.15,19.0,557.0,216.0,673.0,212.0,2.1763,168800.0,<1H OCEAN --118.12,34.15,22.0,1671.0,480.0,1005.0,443.0,3.0119,171400.0,<1H OCEAN --118.13,34.15,9.0,2099.0,625.0,1252.0,554.0,3.1875,173100.0,<1H OCEAN --118.13,34.15,28.0,1119.0,334.0,739.0,323.0,2.5903,125000.0,<1H OCEAN --118.12,34.17,52.0,2948.0,542.0,1363.0,495.0,4.7098,287900.0,INLAND --118.13,34.16,52.0,1872.0,357.0,984.0,364.0,4.0,250400.0,<1H OCEAN --118.13,34.16,52.0,1596.0,314.0,1024.0,292.0,3.6719,227900.0,<1H OCEAN --118.13,34.16,52.0,1787.0,427.0,1107.0,410.0,2.5664,215000.0,<1H OCEAN --118.09,34.17,36.0,2875.0,552.0,1131.0,458.0,4.3083,269300.0,INLAND --118.1,34.16,44.0,2795.0,496.0,1235.0,469.0,4.2386,283700.0,INLAND --118.1,34.17,44.0,4505.0,894.0,2296.0,899.0,3.4811,300500.0,INLAND --118.12,34.17,52.0,2166.0,483.0,1308.0,467.0,3.0417,222600.0,INLAND --118.11,34.16,52.0,3158.0,459.0,1229.0,444.0,5.4223,325600.0,INLAND --118.11,34.16,52.0,2489.0,437.0,1101.0,438.0,4.2065,320300.0,INLAND --118.11,34.16,52.0,1353.0,274.0,852.0,306.0,3.4583,239900.0,INLAND --118.11,34.15,40.0,1950.0,509.0,1038.0,438.0,2.6172,196100.0,<1H OCEAN --118.11,34.15,26.0,2193.0,558.0,1186.0,559.0,3.6474,184100.0,<1H OCEAN --118.12,34.15,35.0,1760.0,447.0,984.0,384.0,3.4167,198200.0,<1H OCEAN --118.12,34.16,52.0,2218.0,437.0,1211.0,422.0,5.0237,241900.0,<1H OCEAN --118.1,34.16,46.0,2863.0,513.0,1412.0,498.0,5.3272,330200.0,INLAND --118.1,34.15,32.0,978.0,227.0,543.0,211.0,3.0096,199000.0,INLAND --118.1,34.15,14.0,1442.0,369.0,782.0,343.0,2.7431,177500.0,INLAND --118.08,34.16,42.0,3490.0,665.0,1713.0,620.0,4.5461,242400.0,INLAND --118.09,34.15,46.0,271.0,74.0,150.0,55.0,2.2321,237500.0,INLAND --118.09,34.15,52.0,670.0,141.0,268.0,110.0,3.5568,205000.0,INLAND --118.09,34.15,49.0,1467.0,259.0,688.0,260.0,4.3452,260100.0,INLAND --118.09,34.16,45.0,2199.0,358.0,942.0,353.0,5.0393,321100.0,INLAND --118.07,34.16,39.0,1804.0,265.0,730.0,276.0,6.4761,397500.0,INLAND --118.07,34.16,35.0,2459.0,438.0,970.0,437.0,4.2143,369400.0,INLAND --118.07,34.15,45.0,1095.0,237.0,672.0,234.0,3.4087,209200.0,INLAND --118.07,34.14,42.0,3200.0,685.0,1668.0,628.0,3.375,260400.0,INLAND --118.08,34.15,28.0,238.0,58.0,142.0,31.0,0.4999,500001.0,INLAND --118.08,34.14,45.0,2923.0,604.0,1903.0,560.0,3.1729,218700.0,INLAND --118.08,34.14,52.0,1282.0,189.0,431.0,187.0,6.1159,470800.0,INLAND --118.08,34.13,46.0,1238.0,147.0,377.0,145.0,8.4546,500001.0,INLAND --118.08,34.13,35.0,1897.0,279.0,733.0,291.0,7.4185,500001.0,INLAND --118.08,34.14,42.0,2690.0,589.0,1149.0,535.0,3.88,281100.0,INLAND --118.09,34.14,40.0,3092.0,549.0,1457.0,536.0,5.3377,373800.0,INLAND --118.09,34.15,45.0,1345.0,356.0,749.0,327.0,2.8007,210900.0,INLAND --118.1,34.14,45.0,3066.0,659.0,1287.0,625.0,3.5804,324400.0,<1H OCEAN --118.11,34.14,52.0,2401.0,332.0,810.0,308.0,6.0948,358700.0,<1H OCEAN --118.1,34.14,26.0,6262.0,1645.0,3001.0,1505.0,3.6572,213200.0,<1H OCEAN --118.11,34.14,44.0,3298.0,615.0,1417.0,643.0,4.1324,434800.0,<1H OCEAN --118.12,34.14,52.0,2337.0,352.0,981.0,328.0,5.8692,490400.0,<1H OCEAN --118.12,34.14,25.0,3420.0,977.0,1718.0,947.0,3.1033,217900.0,<1H OCEAN --118.13,34.13,39.0,2099.0,397.0,1500.0,380.0,4.8304,493200.0,<1H OCEAN --118.13,34.14,23.0,5465.0,1494.0,2511.0,1359.0,3.4531,210900.0,<1H OCEAN --118.13,34.14,29.0,3559.0,1034.0,1658.0,965.0,3.2643,163900.0,<1H OCEAN --118.14,34.14,24.0,10239.0,2823.0,4210.0,2565.0,3.6997,225000.0,<1H OCEAN --118.14,34.14,17.0,3404.0,1011.0,1694.0,949.0,2.9511,282300.0,<1H OCEAN --118.15,34.14,27.0,1499.0,426.0,755.0,414.0,3.875,258300.0,<1H OCEAN --118.15,34.14,45.0,543.0,191.0,454.0,181.0,2.3,55000.0,<1H OCEAN --118.15,34.14,52.0,403.0,117.0,361.0,105.0,1.625,187500.0,<1H OCEAN --118.16,34.14,27.0,1551.0,254.0,816.0,233.0,8.2435,500001.0,<1H OCEAN --118.16,34.14,41.0,3039.0,482.0,973.0,446.0,7.4817,500001.0,<1H OCEAN --118.17,34.14,45.0,2257.0,285.0,759.0,305.0,11.7894,500001.0,<1H OCEAN --118.18,34.13,44.0,2734.0,415.0,1057.0,424.0,7.9213,477800.0,<1H OCEAN --118.18,34.13,39.0,2902.0,460.0,1007.0,420.0,6.1953,363000.0,<1H OCEAN --118.18,34.14,38.0,3039.0,487.0,1131.0,465.0,7.7116,360900.0,<1H OCEAN --118.15,34.13,30.0,2763.0,520.0,1143.0,465.0,4.7298,500001.0,<1H OCEAN --118.15,34.13,50.0,2443.0,494.0,947.0,451.0,4.7344,314700.0,<1H OCEAN --118.16,34.13,36.0,4003.0,647.0,1337.0,631.0,7.723,500001.0,<1H OCEAN --118.13,34.13,52.0,2826.0,381.0,924.0,365.0,7.9976,500001.0,<1H OCEAN --118.13,34.12,46.0,3156.0,430.0,1109.0,423.0,10.7397,500001.0,<1H OCEAN --118.14,34.13,16.0,3569.0,821.0,1505.0,783.0,4.9167,251100.0,<1H OCEAN --118.14,34.13,49.0,4438.0,803.0,1650.0,741.0,5.1072,479700.0,<1H OCEAN --118.15,34.13,34.0,824.0,224.0,430.0,213.0,3.6389,215000.0,<1H OCEAN --118.12,34.13,52.0,2935.0,341.0,975.0,327.0,11.706,500001.0,<1H OCEAN --118.11,34.12,48.0,2476.0,313.0,900.0,303.0,10.6767,500001.0,<1H OCEAN --118.11,34.12,52.0,2954.0,371.0,1152.0,347.0,11.5609,500001.0,<1H OCEAN --118.12,34.12,52.0,2907.0,317.0,956.0,279.0,15.0001,500001.0,<1H OCEAN --118.12,34.11,52.0,2787.0,353.0,1057.0,364.0,10.2317,500001.0,<1H OCEAN --118.13,34.11,52.0,2568.0,345.0,1102.0,345.0,9.1373,500001.0,<1H OCEAN --118.14,34.11,52.0,2742.0,422.0,1153.0,414.0,8.1124,500001.0,<1H OCEAN --118.1,34.13,44.0,1917.0,265.0,754.0,257.0,12.4237,500001.0,<1H OCEAN --118.1,34.13,44.0,1745.0,237.0,693.0,248.0,9.7912,500001.0,<1H OCEAN --118.09,34.12,45.0,2966.0,415.0,1231.0,409.0,7.8347,500001.0,<1H OCEAN --118.1,34.12,49.0,3783.0,579.0,1601.0,539.0,6.3013,500001.0,<1H OCEAN --118.1,34.12,50.0,1835.0,231.0,636.0,211.0,11.6471,500001.0,<1H OCEAN --118.1,34.13,47.0,2234.0,276.0,749.0,260.0,15.0001,500001.0,<1H OCEAN --118.08,34.13,39.0,788.0,128.0,413.0,139.0,5.9546,396700.0,INLAND --118.08,34.12,41.0,1598.0,280.0,807.0,282.0,5.5067,325000.0,<1H OCEAN --118.09,34.12,38.0,2638.0,432.0,1284.0,433.0,5.4536,342700.0,<1H OCEAN --118.09,34.12,38.0,1713.0,285.0,779.0,286.0,5.6152,359900.0,<1H OCEAN --118.07,34.13,27.0,3787.0,913.0,1992.0,853.0,3.301,251200.0,INLAND --118.08,34.13,28.0,4465.0,985.0,2273.0,949.0,3.5671,228500.0,INLAND --118.07,34.12,30.0,2201.0,559.0,1194.0,531.0,4.1136,279900.0,INLAND --118.07,34.12,43.0,1554.0,287.0,802.0,277.0,4.2312,272600.0,INLAND --118.08,34.12,34.0,2921.0,641.0,1541.0,562.0,3.6827,264100.0,<1H OCEAN --118.08,34.12,27.0,1685.0,341.0,757.0,317.0,4.2434,270500.0,<1H OCEAN --118.07,34.11,41.0,2869.0,563.0,1627.0,533.0,5.0736,270700.0,<1H OCEAN --118.07,34.11,47.0,832.0,194.0,419.0,156.0,3.1576,225000.0,<1H OCEAN --118.08,34.11,42.0,2628.0,525.0,1494.0,523.0,3.9464,257200.0,<1H OCEAN --118.08,34.11,42.0,1969.0,353.0,927.0,354.0,5.5924,285300.0,<1H OCEAN --118.08,34.1,32.0,2830.0,645.0,1500.0,527.0,3.0819,214600.0,<1H OCEAN --118.09,34.11,36.0,2966.0,527.0,1231.0,482.0,4.6442,316800.0,<1H OCEAN --118.09,34.11,45.0,1883.0,275.0,764.0,289.0,6.5078,414800.0,<1H OCEAN --118.1,34.1,52.0,1788.0,313.0,792.0,294.0,3.75,280000.0,<1H OCEAN --118.1,34.11,49.0,3367.0,523.0,1317.0,495.0,6.706,351400.0,<1H OCEAN --118.11,34.11,50.0,2131.0,294.0,753.0,284.0,6.7099,352200.0,<1H OCEAN --118.11,34.1,49.0,2812.0,478.0,1329.0,490.0,5.2503,292900.0,<1H OCEAN --118.12,34.11,48.0,2124.0,319.0,785.0,319.0,5.2131,359600.0,<1H OCEAN --118.12,34.1,49.0,2057.0,430.0,1103.0,414.0,4.0556,282600.0,<1H OCEAN --118.12,34.1,34.0,2918.0,555.0,1435.0,568.0,4.2344,306300.0,<1H OCEAN --118.13,34.1,19.0,2742.0,756.0,1396.0,703.0,2.5663,197500.0,<1H OCEAN --118.13,34.09,21.0,3862.0,1186.0,2773.0,1102.0,2.7816,188200.0,<1H OCEAN --118.13,34.1,26.0,3050.0,825.0,2153.0,772.0,3.1103,214100.0,<1H OCEAN --118.14,34.09,20.0,3447.0,1007.0,2622.0,934.0,2.918,208700.0,<1H OCEAN --118.13,34.11,45.0,1780.0,289.0,755.0,328.0,4.825,351100.0,<1H OCEAN --118.13,34.1,24.0,4670.0,1185.0,2478.0,1107.0,3.1975,252400.0,<1H OCEAN --118.14,34.1,52.0,4061.0,861.0,2290.0,790.0,2.8919,258400.0,<1H OCEAN --118.14,34.11,52.0,3367.0,545.0,1427.0,535.0,5.2292,444500.0,<1H OCEAN --118.15,34.1,52.0,4325.0,823.0,1927.0,795.0,3.9485,419100.0,<1H OCEAN --118.15,34.11,52.0,2375.0,369.0,930.0,351.0,7.4111,469100.0,<1H OCEAN --118.15,34.11,52.0,1746.0,330.0,704.0,306.0,3.7895,364800.0,<1H OCEAN --118.15,34.11,52.0,1000.0,192.0,363.0,158.0,4.2981,352800.0,<1H OCEAN --118.15,34.12,36.0,6119.0,1513.0,2719.0,1402.0,3.8427,319700.0,<1H OCEAN --118.15,34.12,43.0,1810.0,427.0,742.0,429.0,3.8529,350000.0,<1H OCEAN --118.15,34.12,52.0,1518.0,344.0,725.0,296.0,3.4018,204500.0,<1H OCEAN --118.15,34.12,49.0,1789.0,288.0,848.0,311.0,6.0199,500000.0,<1H OCEAN --118.16,34.12,38.0,2231.0,489.0,940.0,484.0,5.4165,435100.0,<1H OCEAN --118.17,34.12,37.0,2246.0,481.0,995.0,459.0,4.2944,354700.0,<1H OCEAN --118.15,34.11,39.0,2618.0,582.0,1314.0,532.0,3.5875,309300.0,<1H OCEAN --118.15,34.1,39.0,3856.0,867.0,1847.0,830.0,3.4559,364900.0,<1H OCEAN --118.16,34.11,31.0,5715.0,1154.0,2639.0,1079.0,4.1661,364400.0,<1H OCEAN --118.16,34.11,48.0,1091.0,236.0,632.0,234.0,3.7235,263600.0,<1H OCEAN --118.17,34.11,39.0,1758.0,436.0,892.0,447.0,3.6406,278900.0,<1H OCEAN --118.17,34.11,26.0,4971.0,996.0,2370.0,932.0,4.9676,381400.0,<1H OCEAN --118.17,34.1,25.0,4444.0,647.0,1922.0,652.0,8.058,477300.0,<1H OCEAN --118.14,34.1,27.0,4073.0,1013.0,2411.0,933.0,3.108,231000.0,<1H OCEAN --118.15,34.09,27.0,1935.0,460.0,1456.0,382.0,2.8062,192800.0,<1H OCEAN --118.15,34.09,52.0,2203.0,430.0,1238.0,403.0,4.4306,225800.0,<1H OCEAN --118.16,34.09,52.0,1722.0,448.0,1122.0,425.0,3.1204,224000.0,<1H OCEAN --118.15,34.1,36.0,3514.0,818.0,2277.0,828.0,3.1211,229300.0,<1H OCEAN --118.15,34.08,44.0,1053.0,251.0,941.0,256.0,3.125,205600.0,<1H OCEAN --118.15,34.08,48.0,3697.0,816.0,2446.0,787.0,3.3988,199200.0,<1H OCEAN --118.14,34.09,28.0,4164.0,1127.0,2934.0,1014.0,2.7483,218800.0,<1H OCEAN --118.14,34.09,38.0,1745.0,457.0,1547.0,460.0,2.85,219000.0,<1H OCEAN --118.14,34.08,24.0,3988.0,1098.0,2909.0,1034.0,2.7036,170000.0,<1H OCEAN --118.14,34.08,30.0,1433.0,397.0,1110.0,346.0,2.3464,191700.0,<1H OCEAN --118.14,34.08,24.0,2999.0,786.0,2937.0,796.0,2.9405,217800.0,<1H OCEAN --118.14,34.07,52.0,695.0,145.0,523.0,170.0,3.665,220400.0,<1H OCEAN --118.11,34.1,44.0,2012.0,435.0,1454.0,456.0,3.3229,226600.0,<1H OCEAN --118.12,34.09,25.0,4870.0,1371.0,3518.0,1296.0,3.2307,188400.0,<1H OCEAN --118.13,34.09,42.0,700.0,212.0,662.0,210.0,3.0078,191700.0,<1H OCEAN --118.13,34.09,42.0,2562.0,781.0,1936.0,687.0,2.2214,219000.0,<1H OCEAN --118.13,34.08,40.0,1931.0,449.0,1367.0,446.0,2.575,228400.0,<1H OCEAN --118.09,34.1,27.0,6010.0,1532.0,3620.0,1445.0,2.7436,201700.0,<1H OCEAN --118.1,34.1,41.0,1379.0,315.0,1249.0,309.0,2.6553,183100.0,<1H OCEAN --118.09,34.09,36.0,1068.0,246.0,949.0,250.0,2.3462,188500.0,<1H OCEAN --118.1,34.09,44.0,2352.0,484.0,1517.0,463.0,4.2833,258000.0,<1H OCEAN --118.1,34.1,29.0,1937.0,448.0,1352.0,433.0,3.81,234600.0,<1H OCEAN --118.11,34.1,20.0,3090.0,802.0,2109.0,738.0,3.3801,192500.0,<1H OCEAN --118.1,34.1,34.0,2578.0,645.0,1628.0,617.0,2.34,210900.0,<1H OCEAN --118.07,34.1,34.0,2253.0,522.0,1262.0,511.0,3.4375,259800.0,<1H OCEAN --118.07,34.09,33.0,2178.0,445.0,1153.0,400.0,3.6083,212000.0,<1H OCEAN --118.07,34.1,28.0,676.0,177.0,543.0,185.0,3.2361,187500.0,<1H OCEAN --118.07,34.1,32.0,4275.0,,2812.0,1012.0,3.3512,214100.0,<1H OCEAN --118.08,34.1,36.0,2679.0,548.0,1605.0,533.0,3.5313,213200.0,<1H OCEAN --118.09,34.1,40.0,1904.0,393.0,1183.0,364.0,3.6696,210400.0,<1H OCEAN --118.08,34.08,38.0,1889.0,407.0,1330.0,396.0,3.9219,205200.0,<1H OCEAN --118.08,34.08,43.0,1716.0,402.0,1343.0,386.0,2.9688,211400.0,<1H OCEAN --118.09,34.09,40.0,855.0,208.0,745.0,222.0,3.0125,224000.0,<1H OCEAN --118.09,34.08,34.0,1513.0,384.0,986.0,336.0,2.6901,235600.0,<1H OCEAN --118.09,34.08,33.0,1430.0,344.0,1165.0,328.0,3.0357,206000.0,<1H OCEAN --118.09,34.08,42.0,1003.0,236.0,769.0,231.0,3.1607,218300.0,<1H OCEAN --118.1,34.09,42.0,1460.0,289.0,829.0,273.0,4.875,227300.0,<1H OCEAN --118.1,34.08,37.0,2894.0,659.0,1977.0,636.0,2.543,208100.0,<1H OCEAN --118.1,34.08,24.0,4510.0,1296.0,3985.0,1240.0,2.6884,204600.0,<1H OCEAN --118.1,34.09,46.0,2822.0,525.0,1434.0,520.0,3.8906,238300.0,<1H OCEAN --118.11,34.08,42.0,3172.0,644.0,1829.0,642.0,3.3966,243200.0,<1H OCEAN --118.11,34.08,30.0,2350.0,472.0,945.0,467.0,3.3421,201000.0,<1H OCEAN --118.11,34.08,45.0,1106.0,226.0,779.0,205.0,4.5446,244800.0,<1H OCEAN --118.11,34.07,46.0,1130.0,229.0,698.0,209.0,5.2719,244400.0,<1H OCEAN --118.12,34.09,25.0,3603.0,1003.0,2719.0,913.0,2.6981,208000.0,<1H OCEAN --118.12,34.08,52.0,1437.0,290.0,980.0,282.0,5.3032,245700.0,<1H OCEAN --118.12,34.08,49.0,1782.0,374.0,1010.0,367.0,3.1583,268200.0,<1H OCEAN --118.13,34.08,34.0,3848.0,991.0,2814.0,972.0,2.6716,227100.0,<1H OCEAN --118.12,34.08,35.0,2248.0,,1762.0,622.0,3.0,253900.0,<1H OCEAN --118.13,34.08,35.0,2517.0,662.0,1883.0,607.0,2.5787,223000.0,<1H OCEAN --118.12,34.08,36.0,2433.0,585.0,1565.0,563.0,3.2344,234900.0,<1H OCEAN --118.13,34.07,32.0,1880.0,428.0,1404.0,424.0,3.085,220500.0,<1H OCEAN --118.12,34.07,45.0,1770.0,423.0,1410.0,389.0,3.0592,212500.0,<1H OCEAN --118.12,34.07,43.0,1050.0,252.0,820.0,244.0,2.025,215600.0,<1H OCEAN --118.12,34.06,23.0,1190.0,347.0,965.0,327.0,2.2261,211800.0,<1H OCEAN --118.13,34.06,17.0,1714.0,572.0,1590.0,568.0,1.1875,183900.0,<1H OCEAN --118.13,34.07,20.0,2130.0,654.0,1870.0,578.0,2.3664,192200.0,<1H OCEAN --118.12,34.06,17.0,5137.0,1614.0,4945.0,1535.0,2.4599,181600.0,<1H OCEAN --118.11,34.07,19.0,3215.0,907.0,3072.0,870.0,2.3393,202300.0,<1H OCEAN --118.11,34.06,18.0,2609.0,721.0,2221.0,703.0,2.3224,192300.0,<1H OCEAN --118.14,34.07,42.0,1036.0,199.0,656.0,215.0,4.1902,235000.0,<1H OCEAN --118.14,34.06,39.0,2390.0,444.0,1246.0,422.0,3.7857,245700.0,<1H OCEAN --118.14,34.06,37.0,1339.0,258.0,706.0,238.0,4.7569,253800.0,<1H OCEAN --118.15,34.07,52.0,1983.0,344.0,887.0,331.0,3.2875,234400.0,<1H OCEAN --118.15,34.07,44.0,1626.0,383.0,1063.0,334.0,2.4348,220700.0,<1H OCEAN --118.16,34.07,47.0,2994.0,543.0,1651.0,561.0,3.8644,241500.0,<1H OCEAN --118.16,34.07,42.0,3836.0,777.0,2118.0,754.0,3.6364,254600.0,<1H OCEAN --118.15,34.07,40.0,1072.0,204.0,940.0,200.0,3.125,242700.0,<1H OCEAN --118.15,34.06,28.0,3855.0,922.0,2517.0,874.0,3.505,204300.0,<1H OCEAN --118.16,34.06,25.0,4284.0,741.0,2163.0,701.0,6.1509,315100.0,<1H OCEAN --118.16,34.06,27.0,1675.0,274.0,785.0,275.0,5.828,301100.0,<1H OCEAN --118.14,34.05,25.0,5478.0,1136.0,3062.0,1096.0,3.4118,341100.0,<1H OCEAN --118.15,34.05,31.0,3362.0,799.0,1939.0,754.0,3.5089,305800.0,<1H OCEAN --118.15,34.05,33.0,3287.0,649.0,1783.0,653.0,3.8472,293300.0,<1H OCEAN --118.13,34.06,30.0,1692.0,398.0,1130.0,365.0,2.8672,198500.0,<1H OCEAN --118.14,34.06,27.0,5257.0,1082.0,3496.0,1036.0,3.3906,237200.0,<1H OCEAN --118.13,34.05,35.0,3229.0,616.0,1879.0,595.0,3.9531,268400.0,<1H OCEAN --118.14,34.05,39.0,1880.0,367.0,954.0,349.0,3.875,236400.0,<1H OCEAN --118.12,34.06,35.0,1729.0,438.0,1308.0,412.0,2.5321,197200.0,<1H OCEAN --118.12,34.06,25.0,1137.0,293.0,800.0,281.0,2.4286,233300.0,<1H OCEAN --118.12,34.06,25.0,1526.0,388.0,1304.0,378.0,3.1892,214700.0,<1H OCEAN --118.11,34.06,32.0,1273.0,344.0,1148.0,368.0,2.1061,214700.0,<1H OCEAN --118.11,34.06,16.0,2416.0,565.0,1750.0,514.0,2.8229,163700.0,<1H OCEAN --118.11,34.06,14.0,2628.0,668.0,2208.0,574.0,2.9764,160300.0,<1H OCEAN --118.09,34.07,45.0,593.0,133.0,481.0,128.0,2.5938,199300.0,<1H OCEAN --118.09,34.07,38.0,1036.0,226.0,1058.0,235.0,3.2578,184200.0,<1H OCEAN --118.1,34.08,21.0,1349.0,352.0,1188.0,330.0,2.5,182100.0,<1H OCEAN --118.1,34.07,29.0,1179.0,313.0,1255.0,308.0,2.5964,176800.0,<1H OCEAN --118.11,34.07,39.0,1270.0,299.0,1073.0,278.0,3.3088,186600.0,<1H OCEAN --118.1,34.07,36.0,1240.0,349.0,1383.0,338.0,2.4931,170300.0,<1H OCEAN --118.1,34.07,36.0,3661.0,956.0,3816.0,931.0,2.5104,185000.0,<1H OCEAN --118.09,34.07,26.0,794.0,182.0,709.0,170.0,3.175,170800.0,<1H OCEAN --118.1,34.07,33.0,3437.0,1081.0,3817.0,1042.0,2.25,203700.0,<1H OCEAN --118.09,34.07,45.0,726.0,146.0,568.0,160.0,3.0347,183200.0,<1H OCEAN --118.09,34.07,31.0,1054.0,252.0,1032.0,258.0,2.3424,188500.0,<1H OCEAN --118.09,34.06,30.0,1980.0,552.0,2264.0,511.0,2.6094,179400.0,<1H OCEAN --118.09,34.06,38.0,3230.0,840.0,3485.0,827.0,2.629,171600.0,<1H OCEAN --118.08,34.04,20.0,5841.0,1146.0,3273.0,1131.0,4.7222,185100.0,<1H OCEAN --118.09,34.06,31.0,1146.0,289.0,1163.0,258.0,2.2083,185600.0,<1H OCEAN --118.1,34.06,31.0,2852.0,740.0,3100.0,725.0,2.9524,178800.0,<1H OCEAN --118.1,34.06,36.0,1463.0,369.0,1492.0,366.0,3.25,179200.0,<1H OCEAN --118.11,34.06,30.0,1547.0,436.0,1700.0,410.0,2.5488,187500.0,<1H OCEAN --118.09,34.05,22.0,1764.0,357.0,1379.0,363.0,3.5357,199000.0,<1H OCEAN --118.1,34.05,31.0,3559.0,734.0,2975.0,715.0,3.756,183300.0,<1H OCEAN --118.1,34.05,26.0,1495.0,328.0,1296.0,304.0,2.913,152300.0,<1H OCEAN --118.09,34.04,18.0,5580.0,1369.0,3842.0,1276.0,3.6512,168500.0,<1H OCEAN --118.09,34.04,24.0,1543.0,257.0,824.0,271.0,6.4385,272600.0,<1H OCEAN --118.11,34.05,23.0,3436.0,565.0,1729.0,529.0,5.9941,266700.0,<1H OCEAN --118.11,34.04,28.0,3913.0,696.0,2264.0,697.0,5.2446,258000.0,<1H OCEAN --118.12,34.05,32.0,3775.0,786.0,2416.0,792.0,3.6625,247600.0,<1H OCEAN --118.12,34.04,35.0,1038.0,209.0,598.0,190.0,5.9214,254900.0,<1H OCEAN --118.13,34.04,36.0,1938.0,364.0,1118.0,374.0,3.5833,227300.0,<1H OCEAN --118.13,34.04,40.0,1444.0,312.0,881.0,303.0,3.1083,220500.0,<1H OCEAN --118.14,34.03,38.0,1447.0,293.0,1042.0,284.0,4.1375,211500.0,<1H OCEAN --118.15,34.04,33.0,818.0,195.0,664.0,198.0,2.1944,203300.0,<1H OCEAN --118.14,34.04,43.0,1949.0,464.0,1216.0,457.0,3.3214,209300.0,<1H OCEAN --118.14,34.04,40.0,1966.0,391.0,1120.0,362.0,3.7109,198800.0,<1H OCEAN --118.14,34.04,37.0,1129.0,212.0,509.0,202.0,2.6146,243200.0,<1H OCEAN --118.11,34.03,36.0,1493.0,316.0,989.0,293.0,3.5272,213700.0,<1H OCEAN --118.13,34.04,42.0,2205.0,451.0,1392.0,423.0,4.3646,211400.0,<1H OCEAN --118.12,34.04,34.0,2103.0,427.0,1355.0,434.0,4.5795,235300.0,<1H OCEAN --118.12,34.04,35.0,1064.0,203.0,608.0,201.0,4.0938,246900.0,<1H OCEAN --117.93,33.95,31.0,3600.0,468.0,1382.0,435.0,7.4597,500001.0,<1H OCEAN --117.95,33.95,29.0,4943.0,674.0,1913.0,641.0,6.8189,379300.0,<1H OCEAN --117.95,33.97,33.0,1113.0,145.0,424.0,137.0,8.3474,500001.0,<1H OCEAN --117.97,33.96,30.0,4873.0,667.0,1995.0,638.0,7.2472,441900.0,<1H OCEAN --117.98,33.95,35.0,4055.0,652.0,1758.0,639.0,6.1898,282400.0,<1H OCEAN --117.98,33.94,36.0,4297.0,717.0,2038.0,700.0,5.2851,258800.0,<1H OCEAN --117.99,33.95,30.0,2217.0,284.0,851.0,291.0,10.4835,498600.0,<1H OCEAN --118.0,33.95,35.0,1431.0,210.0,505.0,213.0,6.8109,401000.0,<1H OCEAN --118.01,33.95,35.0,1755.0,322.0,774.0,290.0,5.0861,296700.0,<1H OCEAN --118.0,33.96,37.0,2414.0,323.0,878.0,305.0,9.1541,453800.0,<1H OCEAN --117.99,33.97,18.0,4078.0,484.0,1490.0,482.0,10.8034,500001.0,<1H OCEAN --118.05,34.02,31.0,40.0,8.0,25.0,7.0,2.125,375000.0,<1H OCEAN --118.03,34.01,10.0,6531.0,1036.0,2975.0,1018.0,6.2319,403700.0,<1H OCEAN --118.06,34.02,25.0,3548.0,639.0,2653.0,664.0,5.2557,188800.0,<1H OCEAN --118.06,34.01,34.0,1962.0,396.0,1488.0,332.0,3.9091,155100.0,<1H OCEAN --118.07,34.01,38.0,2245.0,444.0,1540.0,419.0,3.7986,171000.0,<1H OCEAN --118.07,34.01,36.0,1391.0,283.0,1025.0,275.0,3.2375,176800.0,<1H OCEAN --118.08,34.01,32.0,1973.0,401.0,1322.0,386.0,3.4861,158100.0,<1H OCEAN --118.07,34.0,42.0,1392.0,351.0,1471.0,348.0,2.63,143800.0,<1H OCEAN --118.08,34.0,35.0,1188.0,342.0,1373.0,332.0,2.9107,150900.0,<1H OCEAN --118.08,34.01,34.0,1914.0,549.0,2122.0,529.0,2.5969,150200.0,<1H OCEAN --118.08,34.02,14.0,3789.0,810.0,2551.0,793.0,2.9321,144200.0,<1H OCEAN --118.08,34.01,33.0,1091.0,233.0,890.0,226.0,2.7679,176400.0,<1H OCEAN --118.08,34.01,36.0,1248.0,322.0,1282.0,326.0,3.2031,147600.0,<1H OCEAN --118.09,34.01,36.0,1465.0,363.0,1538.0,342.0,3.5469,150600.0,<1H OCEAN --118.09,34.01,42.0,897.0,229.0,1094.0,238.0,2.0729,114100.0,<1H OCEAN --118.09,34.01,31.0,1108.0,238.0,1151.0,229.0,4.3333,149500.0,<1H OCEAN --118.09,34.0,36.0,1722.0,353.0,1174.0,335.0,3.045,160600.0,<1H OCEAN --118.09,34.0,35.0,1580.0,331.0,1290.0,338.0,4.1458,162500.0,<1H OCEAN --118.09,33.99,34.0,1369.0,270.0,1005.0,272.0,3.692,172600.0,<1H OCEAN --118.1,33.99,36.0,1529.0,290.0,1271.0,287.0,3.6875,175200.0,<1H OCEAN --118.1,33.99,35.0,1326.0,272.0,933.0,267.0,3.4306,162500.0,<1H OCEAN --118.1,33.99,31.0,965.0,217.0,599.0,206.0,2.7202,190300.0,<1H OCEAN --118.08,33.98,36.0,1492.0,282.0,1041.0,270.0,4.0677,165800.0,<1H OCEAN --118.08,33.98,39.0,1042.0,221.0,863.0,228.0,3.6033,157800.0,<1H OCEAN --118.09,33.98,37.0,1270.0,272.0,1092.0,274.0,3.5,160700.0,<1H OCEAN --118.09,33.99,35.0,2787.0,639.0,1923.0,614.0,3.5757,177900.0,<1H OCEAN --118.08,33.99,38.0,1683.0,328.0,1369.0,339.0,3.6196,170700.0,<1H OCEAN --118.08,33.99,37.0,1419.0,310.0,1125.0,296.0,2.5,162000.0,<1H OCEAN --118.08,33.99,36.0,2024.0,590.0,2028.0,573.0,2.8152,163900.0,<1H OCEAN --118.08,34.0,32.0,1165.0,358.0,997.0,361.0,0.9817,166300.0,<1H OCEAN --118.07,33.99,35.0,1625.0,302.0,1134.0,288.0,4.5595,164900.0,<1H OCEAN --118.07,33.99,41.0,1204.0,252.0,1002.0,248.0,3.0577,163300.0,<1H OCEAN --118.07,33.99,39.0,552.0,151.0,807.0,168.0,3.25,153300.0,<1H OCEAN --118.06,33.98,40.0,1723.0,370.0,1221.0,370.0,3.3562,169200.0,<1H OCEAN --118.06,33.98,40.0,1410.0,255.0,932.0,273.0,4.2206,178000.0,<1H OCEAN --118.06,33.98,42.0,1342.0,243.0,615.0,208.0,5.4381,186900.0,<1H OCEAN --118.06,33.98,50.0,1146.0,238.0,579.0,213.0,2.9583,172600.0,<1H OCEAN --118.06,33.98,38.0,1862.0,319.0,975.0,305.0,4.7266,177600.0,<1H OCEAN --118.06,34.0,34.0,5002.0,917.0,2597.0,893.0,3.9243,219800.0,<1H OCEAN --118.07,34.0,37.0,2976.0,636.0,2117.0,598.0,4.1058,167300.0,<1H OCEAN --118.05,33.99,42.0,2480.0,401.0,1085.0,438.0,5.193,263400.0,<1H OCEAN --118.04,33.99,36.0,3531.0,754.0,1613.0,697.0,3.2359,198600.0,<1H OCEAN --118.05,33.99,38.0,1619.0,,886.0,357.0,3.7328,182400.0,<1H OCEAN --118.06,33.99,38.0,862.0,178.0,484.0,176.0,4.375,186200.0,<1H OCEAN --118.06,33.99,47.0,1588.0,309.0,827.0,292.0,3.7833,166100.0,<1H OCEAN --118.06,33.99,46.0,1203.0,219.0,637.0,211.0,3.3611,174400.0,<1H OCEAN --118.06,33.99,45.0,1471.0,255.0,670.0,250.0,4.5478,188000.0,<1H OCEAN --118.04,33.98,50.0,1951.0,458.0,1362.0,454.0,3.0,163200.0,<1H OCEAN --118.05,33.98,41.0,1406.0,428.0,1174.0,390.0,2.0147,137500.0,<1H OCEAN --118.05,33.98,41.0,1694.0,413.0,1222.0,387.0,2.8311,155300.0,<1H OCEAN --118.04,34.0,30.0,5308.0,854.0,2114.0,838.0,5.1985,279200.0,<1H OCEAN --118.03,33.99,52.0,2792.0,461.0,1177.0,439.0,3.4312,243800.0,<1H OCEAN --118.03,33.98,46.0,1974.0,465.0,880.0,441.0,2.7578,236800.0,<1H OCEAN --118.04,33.98,43.0,2446.0,764.0,1699.0,692.0,2.625,163300.0,<1H OCEAN --118.04,33.98,28.0,1617.0,507.0,1158.0,486.0,1.9688,165600.0,<1H OCEAN --118.04,33.98,25.0,3040.0,831.0,1580.0,735.0,2.3182,182100.0,<1H OCEAN --118.04,33.99,47.0,2530.0,565.0,1262.0,509.0,3.6475,197100.0,<1H OCEAN --118.02,33.98,23.0,1995.0,306.0,707.0,293.0,8.6677,332700.0,<1H OCEAN --118.03,33.97,32.0,2468.0,552.0,1190.0,479.0,3.8275,238500.0,<1H OCEAN --118.02,33.97,34.0,1903.0,293.0,887.0,306.0,6.148,313800.0,<1H OCEAN --118.01,33.97,36.0,1451.0,224.0,608.0,246.0,6.0648,290800.0,<1H OCEAN --118.0,33.97,30.0,6540.0,991.0,3124.0,953.0,6.0663,372600.0,<1H OCEAN --118.01,33.96,36.0,1805.0,288.0,882.0,308.0,5.3054,273500.0,<1H OCEAN --118.02,33.96,36.0,2002.0,361.0,913.0,311.0,4.5446,244700.0,<1H OCEAN --118.02,33.96,36.0,2071.0,398.0,988.0,404.0,4.6226,219700.0,<1H OCEAN --118.03,33.97,36.0,1601.0,290.0,715.0,284.0,4.8152,232400.0,<1H OCEAN --118.03,33.97,39.0,1996.0,389.0,1029.0,387.0,4.65,224300.0,<1H OCEAN --118.03,33.97,39.0,2126.0,434.0,1103.0,433.0,3.2852,196200.0,<1H OCEAN --118.03,33.97,36.0,2149.0,527.0,1359.0,481.0,2.824,167900.0,<1H OCEAN --118.04,33.97,29.0,2376.0,700.0,1968.0,680.0,2.6082,162500.0,<1H OCEAN --118.04,33.97,25.0,2945.0,914.0,2313.0,832.0,2.5686,177500.0,<1H OCEAN --118.03,33.97,22.0,2185.0,623.0,1644.0,606.0,2.593,192000.0,<1H OCEAN --118.02,33.95,38.0,2139.0,426.0,1138.0,412.0,4.2917,168900.0,<1H OCEAN --118.02,33.95,36.0,1681.0,329.0,964.0,311.0,4.108,181200.0,<1H OCEAN --118.03,33.96,37.0,1745.0,365.0,1022.0,368.0,4.0536,171400.0,<1H OCEAN --118.03,33.96,37.0,1180.0,256.0,614.0,242.0,3.117,164600.0,<1H OCEAN --118.03,33.95,34.0,1882.0,428.0,1034.0,375.0,3.6509,173200.0,<1H OCEAN --118.03,33.95,37.0,1772.0,321.0,934.0,326.0,4.1471,177800.0,<1H OCEAN --118.04,33.95,36.0,2722.0,515.0,1390.0,486.0,3.8214,178500.0,<1H OCEAN --118.04,33.96,37.0,1948.0,395.0,1163.0,379.0,3.225,154000.0,<1H OCEAN --118.04,33.96,42.0,1430.0,338.0,1269.0,321.0,3.3214,148800.0,<1H OCEAN --118.05,33.96,37.0,2622.0,652.0,2778.0,644.0,2.9714,160300.0,<1H OCEAN --118.04,33.97,34.0,1759.0,431.0,1282.0,391.0,3.0491,158200.0,<1H OCEAN --118.05,33.98,34.0,2142.0,390.0,1305.0,406.0,4.0379,172800.0,<1H OCEAN --118.05,33.97,36.0,2854.0,688.0,2816.0,673.0,3.6,154000.0,<1H OCEAN --118.06,33.97,37.0,1645.0,308.0,1077.0,320.0,4.3203,159200.0,<1H OCEAN --118.07,33.98,32.0,3304.0,714.0,2032.0,690.0,3.2093,167800.0,<1H OCEAN --118.07,33.98,41.0,1478.0,273.0,916.0,281.0,3.9688,169800.0,<1H OCEAN --118.06,33.97,39.0,1639.0,300.0,988.0,309.0,3.9612,175800.0,<1H OCEAN --118.07,33.97,36.0,1887.0,370.0,1006.0,329.0,3.1554,170700.0,<1H OCEAN --118.08,33.97,38.0,1026.0,190.0,789.0,193.0,4.2,163200.0,<1H OCEAN --118.07,33.97,32.0,3400.0,826.0,3017.0,793.0,2.4607,155600.0,<1H OCEAN --118.07,33.96,30.0,928.0,230.0,913.0,214.0,2.6991,147100.0,<1H OCEAN --118.07,33.97,36.0,1265.0,273.0,1052.0,253.0,4.8929,156200.0,<1H OCEAN --118.08,33.97,36.0,1620.0,298.0,1258.0,309.0,3.9773,166700.0,<1H OCEAN --118.08,33.97,35.0,825.0,155.0,590.0,144.0,4.6333,161200.0,<1H OCEAN --118.08,33.97,36.0,1678.0,323.0,1380.0,352.0,3.5481,163300.0,<1H OCEAN --118.09,33.98,39.0,936.0,194.0,691.0,211.0,3.6875,169500.0,<1H OCEAN --118.09,33.97,39.0,1473.0,297.0,1108.0,294.0,4.1389,166000.0,<1H OCEAN --118.09,33.97,35.0,2664.0,541.0,2033.0,491.0,3.7326,164300.0,<1H OCEAN --118.1,33.97,35.0,2426.0,529.0,2010.0,514.0,2.9922,163500.0,<1H OCEAN --118.1,33.98,34.0,1357.0,310.0,1042.0,287.0,3.4083,156700.0,<1H OCEAN --118.09,33.98,37.0,1226.0,255.0,1068.0,271.0,3.1607,172200.0,<1H OCEAN --118.1,33.98,33.0,1927.0,482.0,1623.0,479.0,3.5268,152000.0,<1H OCEAN --118.11,33.97,33.0,2125.0,500.0,1672.0,476.0,3.6397,166600.0,<1H OCEAN --118.11,33.98,36.0,446.0,108.0,410.0,117.0,3.3942,147200.0,<1H OCEAN --118.09,33.96,36.0,3271.0,603.0,2593.0,616.0,3.3621,169700.0,<1H OCEAN --118.09,33.96,36.0,1116.0,229.0,719.0,233.0,3.425,163200.0,<1H OCEAN --118.09,33.95,36.0,1991.0,396.0,1306.0,403.0,4.5,166600.0,<1H OCEAN --118.1,33.96,38.0,1657.0,335.0,1195.0,309.0,4.1711,160100.0,<1H OCEAN --118.1,33.96,36.0,1184.0,240.0,946.0,232.0,4.0357,162500.0,<1H OCEAN --118.1,33.97,20.0,1878.0,548.0,1461.0,516.0,2.9821,142500.0,<1H OCEAN --118.1,33.96,36.0,2013.0,435.0,1476.0,475.0,3.9549,192100.0,<1H OCEAN --118.1,33.96,40.0,1743.0,328.0,981.0,291.0,3.6667,173100.0,<1H OCEAN --118.08,33.95,32.0,1962.0,387.0,1274.0,398.0,4.8304,160600.0,<1H OCEAN --118.08,33.95,37.0,1743.0,348.0,1328.0,354.0,3.0944,162800.0,<1H OCEAN --118.08,33.96,35.0,2104.0,399.0,1659.0,387.0,4.0096,165000.0,<1H OCEAN --118.08,33.96,34.0,1431.0,310.0,1162.0,288.0,4.369,165400.0,<1H OCEAN --118.09,33.96,20.0,1911.0,472.0,1407.0,465.0,2.7647,163000.0,<1H OCEAN --118.09,33.95,32.0,1083.0,206.0,737.0,218.0,3.5583,170800.0,<1H OCEAN --118.09,33.94,36.0,2762.0,472.0,1576.0,493.0,4.0846,183400.0,<1H OCEAN --118.09,33.93,36.0,1585.0,323.0,1205.0,343.0,4.5306,183400.0,<1H OCEAN --118.09,33.94,33.0,1976.0,404.0,1379.0,395.0,3.8542,175400.0,<1H OCEAN --118.08,33.94,21.0,3933.0,949.0,2219.0,820.0,2.4926,171400.0,<1H OCEAN --118.04,33.95,35.0,1945.0,357.0,1227.0,359.0,5.2162,171900.0,<1H OCEAN --118.04,33.94,31.0,3808.0,670.0,2430.0,660.0,4.625,173900.0,<1H OCEAN --118.04,33.95,36.0,1976.0,368.0,1236.0,355.0,4.615,174000.0,<1H OCEAN --118.05,33.95,33.0,1954.0,390.0,1600.0,376.0,3.6125,170800.0,<1H OCEAN --118.05,33.94,34.0,495.0,120.0,527.0,130.0,1.9453,149000.0,<1H OCEAN --118.04,33.93,36.0,1045.0,239.0,1165.0,230.0,3.1979,161800.0,<1H OCEAN --118.05,33.93,31.0,894.0,203.0,883.0,190.0,3.6771,141500.0,<1H OCEAN --118.05,33.93,35.0,2107.0,480.0,2241.0,443.0,3.1513,150000.0,<1H OCEAN --118.05,33.92,33.0,1999.0,470.0,2170.0,466.0,3.2371,154700.0,<1H OCEAN --118.03,33.93,22.0,3382.0,800.0,2688.0,784.0,3.875,164700.0,<1H OCEAN --118.02,33.92,35.0,2075.0,424.0,1312.0,396.0,3.7969,164800.0,<1H OCEAN --118.03,33.92,30.0,1414.0,332.0,1307.0,315.0,3.0,158300.0,<1H OCEAN --118.03,33.92,35.0,2108.0,405.0,1243.0,394.0,3.6731,167000.0,<1H OCEAN --118.04,33.93,35.0,1805.0,387.0,1505.0,366.0,4.1667,151900.0,<1H OCEAN --118.04,33.92,34.0,1995.0,417.0,1573.0,407.0,3.4907,153500.0,<1H OCEAN --118.04,33.93,36.0,1726.0,332.0,1293.0,310.0,4.3849,144100.0,<1H OCEAN --118.04,33.92,35.0,2469.0,522.0,2151.0,537.0,3.4219,156200.0,<1H OCEAN --118.02,33.93,35.0,2400.0,398.0,1218.0,408.0,4.1312,193800.0,<1H OCEAN --118.03,33.93,35.0,2470.0,416.0,1386.0,411.0,5.2736,179500.0,<1H OCEAN --118.03,33.94,37.0,1699.0,302.0,889.0,271.0,4.3542,179800.0,<1H OCEAN --118.03,33.94,30.0,2572.0,521.0,1564.0,501.0,3.4861,177200.0,<1H OCEAN --118.04,33.94,37.0,1328.0,273.0,1115.0,275.0,4.2051,164400.0,<1H OCEAN --118.03,33.94,34.0,1748.0,386.0,917.0,378.0,3.4792,169000.0,<1H OCEAN --118.01,33.95,36.0,1579.0,290.0,816.0,276.0,4.4318,181100.0,<1H OCEAN --118.02,33.95,36.0,1705.0,299.0,871.0,296.0,4.6184,179800.0,<1H OCEAN --118.02,33.95,36.0,1632.0,295.0,797.0,283.0,4.2292,179500.0,<1H OCEAN --118.01,33.95,37.0,1165.0,210.0,627.0,221.0,4.6923,181000.0,<1H OCEAN --118.02,33.94,33.0,2382.0,404.0,1339.0,389.0,5.3016,192200.0,<1H OCEAN --118.02,33.94,23.0,4815.0,1081.0,3232.0,1016.0,3.488,191800.0,<1H OCEAN --118.02,33.95,35.0,2085.0,400.0,1112.0,391.0,3.4886,173900.0,<1H OCEAN --117.98,33.94,32.0,2562.0,491.0,1222.0,446.0,4.0985,226200.0,<1H OCEAN --117.98,33.93,27.0,3142.0,509.0,1520.0,503.0,6.2924,232500.0,<1H OCEAN --117.99,33.93,33.0,2299.0,431.0,1049.0,447.0,3.6458,208100.0,<1H OCEAN --117.99,33.94,34.0,1519.0,301.0,758.0,304.0,4.3125,214000.0,<1H OCEAN --117.99,33.94,30.0,2395.0,565.0,1214.0,521.0,3.7045,212300.0,<1H OCEAN --118.0,33.94,35.0,2603.0,482.0,1305.0,507.0,3.9543,214400.0,<1H OCEAN --118.0,33.94,36.0,2911.0,534.0,1395.0,486.0,5.1738,203700.0,<1H OCEAN --118.01,33.94,36.0,1921.0,329.0,969.0,327.0,4.9191,188700.0,<1H OCEAN --118.01,33.94,35.0,1323.0,235.0,807.0,247.0,4.2708,174800.0,<1H OCEAN --118.01,33.93,31.0,3395.0,742.0,1886.0,737.0,4.4118,174400.0,<1H OCEAN --118.02,33.93,33.0,4711.0,988.0,2984.0,931.0,3.6028,184700.0,<1H OCEAN --117.99,33.93,36.0,1287.0,233.0,779.0,229.0,4.8523,175800.0,<1H OCEAN --118.0,33.93,35.0,1288.0,240.0,758.0,250.0,4.9205,173900.0,<1H OCEAN --118.01,33.93,34.0,2424.0,468.0,1293.0,444.0,3.275,189900.0,<1H OCEAN --118.0,33.93,35.0,802.0,153.0,445.0,150.0,5.0077,185000.0,<1H OCEAN --118.0,33.94,37.0,903.0,158.0,444.0,158.0,3.75,174400.0,<1H OCEAN --118.01,33.92,34.0,4039.0,694.0,2269.0,663.0,5.2305,205100.0,<1H OCEAN --118.01,33.92,35.0,1606.0,289.0,829.0,273.0,5.273,187600.0,<1H OCEAN --118.02,33.92,34.0,1478.0,251.0,956.0,277.0,5.5238,185300.0,<1H OCEAN --118.0,33.92,26.0,2830.0,399.0,1204.0,404.0,6.1273,289600.0,<1H OCEAN --118.0,33.91,19.0,5166.0,770.0,2374.0,753.0,5.979,285200.0,<1H OCEAN --117.99,33.93,27.0,3708.0,718.0,1921.0,721.0,4.375,210400.0,<1H OCEAN --118.0,33.93,24.0,4534.0,967.0,2547.0,895.0,3.9575,215400.0,<1H OCEAN --117.98,33.92,27.0,3700.0,,1793.0,552.0,5.3668,219800.0,<1H OCEAN --117.99,33.92,27.0,5805.0,1152.0,3106.0,1144.0,4.061,222700.0,<1H OCEAN --117.98,33.91,16.0,10621.0,1782.0,3836.0,1480.0,5.0923,257200.0,<1H OCEAN --117.99,33.9,33.0,2161.0,383.0,1235.0,383.0,5.6454,202800.0,<1H OCEAN --117.99,33.9,30.0,1677.0,372.0,1021.0,332.0,3.5859,199700.0,<1H OCEAN --118.0,33.89,35.0,1065.0,176.0,574.0,171.0,5.0384,200800.0,<1H OCEAN --118.0,33.89,34.0,1932.0,315.0,1053.0,316.0,5.1377,213300.0,<1H OCEAN --118.0,33.9,35.0,1758.0,309.0,972.0,338.0,4.3831,209800.0,<1H OCEAN --118.0,33.9,35.0,1942.0,332.0,1127.0,325.0,4.5144,206300.0,<1H OCEAN --118.01,33.9,26.0,2968.0,674.0,1655.0,628.0,4.6094,201000.0,<1H OCEAN --118.01,33.89,34.0,1653.0,292.0,1003.0,310.0,4.6,203400.0,<1H OCEAN --118.01,33.89,33.0,2046.0,327.0,1018.0,320.0,4.2292,212800.0,<1H OCEAN --118.0,33.89,35.0,1011.0,183.0,578.0,171.0,3.9861,188700.0,<1H OCEAN --118.02,33.9,36.0,2417.0,421.0,1276.0,426.0,5.5601,205200.0,<1H OCEAN --118.02,33.9,34.0,2678.0,511.0,1540.0,497.0,4.4954,202900.0,<1H OCEAN --118.01,33.89,36.0,1589.0,265.0,804.0,272.0,4.6354,202900.0,<1H OCEAN --118.02,33.89,36.0,1375.0,,670.0,221.0,5.0839,198200.0,<1H OCEAN --118.02,33.92,34.0,2169.0,418.0,1169.0,406.0,3.2222,218700.0,<1H OCEAN --118.01,33.91,32.0,2722.0,571.0,2541.0,462.0,4.2305,221400.0,<1H OCEAN --118.01,33.9,36.0,1382.0,257.0,685.0,255.0,5.125,211700.0,<1H OCEAN --118.02,33.91,35.0,2182.0,390.0,1248.0,399.0,5.4236,216700.0,<1H OCEAN --118.02,33.9,34.0,1636.0,358.0,977.0,357.0,3.5938,209900.0,<1H OCEAN --118.03,33.9,35.0,1434.0,279.0,744.0,252.0,3.7308,202400.0,<1H OCEAN --118.02,33.91,35.0,1337.0,234.0,692.0,235.0,5.1155,213700.0,<1H OCEAN --118.02,33.91,34.0,2518.0,429.0,1309.0,421.0,4.7861,210700.0,<1H OCEAN --118.03,33.91,32.0,4040.0,832.0,2526.0,798.0,3.2143,160100.0,<1H OCEAN --118.03,33.91,35.0,2323.0,406.0,1741.0,398.0,4.2437,164100.0,<1H OCEAN --118.03,33.9,36.0,1143.0,193.0,826.0,188.0,5.3184,171100.0,<1H OCEAN --118.04,33.9,36.0,15.0,5.0,15.0,6.0,0.4999,162500.0,<1H OCEAN --118.09,34.03,27.0,3797.0,597.0,2043.0,614.0,5.5,276800.0,<1H OCEAN --118.09,34.02,28.0,1984.0,313.0,1099.0,343.0,4.5526,250200.0,<1H OCEAN --118.09,34.02,33.0,4853.0,1105.0,2855.0,1006.0,3.2622,208600.0,<1H OCEAN --118.1,34.02,33.0,1143.0,172.0,508.0,174.0,4.9107,279900.0,<1H OCEAN --118.11,34.02,17.0,9559.0,1911.0,5279.0,1844.0,5.1515,318900.0,<1H OCEAN --118.12,34.02,25.0,2655.0,558.0,1466.0,525.0,3.0529,265800.0,<1H OCEAN --118.12,34.03,20.0,2595.0,428.0,1751.0,479.0,5.6112,308000.0,<1H OCEAN --118.1,34.01,29.0,2077.0,564.0,2087.0,543.0,2.66,189200.0,<1H OCEAN --118.1,34.01,23.0,1724.0,576.0,1336.0,542.0,1.3365,183300.0,<1H OCEAN --118.1,34.01,42.0,1436.0,298.0,1005.0,298.0,3.4297,195800.0,<1H OCEAN --118.1,34.02,37.0,1022.0,232.0,653.0,238.0,3.0625,189400.0,<1H OCEAN --118.11,34.02,40.0,1727.0,309.0,932.0,313.0,3.95,210200.0,<1H OCEAN --118.11,34.01,43.0,1539.0,386.0,1122.0,377.0,2.4605,196000.0,<1H OCEAN --118.12,34.02,36.0,1595.0,383.0,1105.0,359.0,2.4286,205600.0,<1H OCEAN --118.12,34.02,32.0,1789.0,528.0,1429.0,517.0,1.8906,224500.0,<1H OCEAN --118.13,34.03,31.0,4267.0,1070.0,3176.0,1071.0,3.0212,208200.0,<1H OCEAN --118.13,34.02,38.0,1243.0,310.0,788.0,286.0,2.5852,185100.0,<1H OCEAN --118.13,34.02,40.0,2988.0,690.0,2144.0,667.0,2.3359,189300.0,<1H OCEAN --118.13,34.02,41.0,734.0,190.0,565.0,191.0,2.2813,192000.0,<1H OCEAN --118.13,34.02,43.0,396.0,91.0,261.0,73.0,2.9044,172900.0,<1H OCEAN --118.14,34.02,45.0,1307.0,283.0,967.0,254.0,2.75,178300.0,<1H OCEAN --118.14,34.03,44.0,2003.0,390.0,1291.0,392.0,4.0625,201100.0,<1H OCEAN --118.13,34.03,42.0,2203.0,467.0,1470.0,488.0,2.8385,192200.0,<1H OCEAN --118.14,34.03,45.0,1569.0,359.0,1203.0,359.0,2.4612,180500.0,<1H OCEAN --118.15,34.02,43.0,2172.0,605.0,2386.0,597.0,2.8239,150600.0,<1H OCEAN --118.15,34.03,43.0,2006.0,472.0,1687.0,463.0,1.7991,158800.0,<1H OCEAN --118.16,34.03,41.0,1377.0,293.0,1142.0,272.0,3.1724,141600.0,<1H OCEAN --118.15,34.03,44.0,603.0,207.0,588.0,218.0,2.0536,186400.0,<1H OCEAN --118.15,34.03,42.0,1481.0,411.0,1206.0,394.0,2.6806,189300.0,<1H OCEAN --118.15,34.04,39.0,1099.0,263.0,787.0,269.0,3.7794,194600.0,<1H OCEAN --118.15,34.04,44.0,647.0,142.0,457.0,143.0,3.6875,162500.0,<1H OCEAN --118.16,34.04,45.0,332.0,70.0,302.0,60.0,3.1895,156300.0,<1H OCEAN --118.16,34.04,22.0,2991.0,791.0,2486.0,754.0,1.5078,181900.0,<1H OCEAN --118.16,34.04,38.0,1076.0,286.0,1535.0,323.0,2.7026,145000.0,<1H OCEAN --118.16,34.04,11.0,852.0,215.0,806.0,202.0,1.3971,134400.0,<1H OCEAN --118.17,34.03,31.0,1014.0,252.0,1064.0,247.0,2.4167,125500.0,<1H OCEAN --118.17,34.04,38.0,385.0,102.0,402.0,95.0,1.625,129700.0,<1H OCEAN --118.17,34.04,46.0,705.0,167.0,655.0,149.0,3.5938,141100.0,<1H OCEAN --118.17,34.06,36.0,871.0,201.0,2862.0,181.0,2.1845,123800.0,<1H OCEAN --118.17,34.05,35.0,1256.0,294.0,2990.0,302.0,3.1528,121800.0,<1H OCEAN --118.18,34.05,41.0,389.0,102.0,455.0,107.0,2.7031,109200.0,<1H OCEAN --118.17,34.06,44.0,1856.0,461.0,1853.0,452.0,2.5033,131900.0,<1H OCEAN --118.17,34.06,43.0,464.0,,416.0,120.0,2.475,142600.0,<1H OCEAN --118.18,34.06,33.0,278.0,71.0,266.0,56.0,0.8941,98200.0,<1H OCEAN --118.19,34.06,37.0,1715.0,456.0,2052.0,440.0,2.3125,116100.0,<1H OCEAN --118.18,34.06,45.0,934.0,228.0,893.0,192.0,2.53,140300.0,<1H OCEAN --118.18,34.05,52.0,1070.0,231.0,925.0,220.0,1.825,133000.0,<1H OCEAN --118.19,34.05,42.0,1291.0,345.0,1535.0,332.0,1.9083,119200.0,<1H OCEAN --118.19,34.05,35.0,1296.0,307.0,1423.0,276.0,2.7432,135200.0,<1H OCEAN --118.19,34.05,47.0,1273.0,264.0,1193.0,260.0,2.4375,122900.0,<1H OCEAN --118.18,34.05,38.0,3272.0,731.0,3299.0,726.0,2.8295,126500.0,<1H OCEAN --118.18,34.05,41.0,762.0,147.0,817.0,176.0,3.75,123100.0,<1H OCEAN --118.18,34.05,41.0,616.0,196.0,814.0,180.0,3.3333,115100.0,<1H OCEAN --118.18,34.04,36.0,1807.0,630.0,2118.0,669.0,1.55,129000.0,<1H OCEAN --118.18,34.04,44.0,1079.0,275.0,1249.0,249.0,3.0417,141700.0,<1H OCEAN --118.19,34.04,34.0,1011.0,274.0,1164.0,262.0,2.8542,146900.0,<1H OCEAN --118.19,34.04,39.0,1074.0,323.0,1613.0,308.0,2.3015,131700.0,<1H OCEAN --118.19,34.05,29.0,855.0,199.0,785.0,169.0,2.6964,122200.0,<1H OCEAN --118.17,34.04,44.0,691.0,155.0,613.0,142.0,1.9667,133900.0,<1H OCEAN --118.17,34.04,39.0,563.0,138.0,682.0,137.0,2.75,150000.0,<1H OCEAN --118.18,34.03,39.0,609.0,145.0,690.0,134.0,2.9167,145800.0,<1H OCEAN --118.17,34.04,43.0,908.0,232.0,1005.0,224.0,1.75,134000.0,<1H OCEAN --118.17,34.04,45.0,911.0,238.0,1005.0,229.0,2.8167,114000.0,<1H OCEAN --118.17,34.05,39.0,962.0,229.0,999.0,221.0,3.375,126000.0,<1H OCEAN --118.17,34.05,45.0,733.0,178.0,715.0,165.0,2.5962,124100.0,<1H OCEAN --118.18,34.04,42.0,1670.0,,1997.0,452.0,2.788,150500.0,<1H OCEAN --118.18,34.03,26.0,859.0,255.0,835.0,232.0,1.1929,143800.0,<1H OCEAN --118.19,34.03,27.0,1346.0,340.0,1177.0,295.0,1.7995,153400.0,<1H OCEAN --118.19,34.04,40.0,1279.0,316.0,1438.0,329.0,2.1774,157600.0,<1H OCEAN --118.19,34.04,43.0,1682.0,422.0,1706.0,409.0,2.1029,153300.0,<1H OCEAN --118.19,34.03,31.0,525.0,136.0,627.0,145.0,2.6964,125000.0,<1H OCEAN --118.18,34.03,37.0,2115.0,580.0,2842.0,572.0,2.239,121300.0,<1H OCEAN --118.19,34.03,42.0,2250.0,629.0,2588.0,609.0,1.9719,134200.0,<1H OCEAN --118.18,34.03,40.0,2631.0,698.0,2920.0,677.0,2.0764,145600.0,<1H OCEAN --118.19,34.02,45.0,1535.0,432.0,1820.0,419.0,1.7801,142800.0,<1H OCEAN --118.18,34.02,36.0,1138.0,296.0,1484.0,320.0,2.2813,150700.0,<1H OCEAN --118.18,34.02,37.0,2631.0,734.0,3228.0,701.0,2.15,132200.0,<1H OCEAN --118.19,34.02,40.0,474.0,124.0,546.0,121.0,2.3438,137500.0,<1H OCEAN --118.18,34.02,35.0,661.0,142.0,720.0,143.0,2.8977,142500.0,<1H OCEAN --118.19,34.02,34.0,1478.0,369.0,1735.0,348.0,1.8875,136700.0,<1H OCEAN --118.18,34.02,33.0,832.0,226.0,987.0,220.0,3.0972,125000.0,<1H OCEAN --118.18,34.02,43.0,887.0,219.0,965.0,217.0,2.625,133900.0,<1H OCEAN --118.18,34.01,42.0,1845.0,497.0,2191.0,492.0,2.3462,127300.0,<1H OCEAN --118.17,34.03,41.0,2099.0,530.0,2325.0,528.0,2.1979,140800.0,<1H OCEAN --118.17,34.03,43.0,1636.0,506.0,1855.0,502.0,2.2902,152400.0,<1H OCEAN --118.17,34.03,42.0,882.0,292.0,1248.0,281.0,2.761,120000.0,<1H OCEAN --118.18,34.03,44.0,1629.0,420.0,1893.0,387.0,2.2991,137500.0,<1H OCEAN --118.17,34.02,41.0,676.0,216.0,851.0,199.0,2.3077,140600.0,<1H OCEAN --118.17,34.02,34.0,760.0,219.0,968.0,202.0,1.7813,145000.0,<1H OCEAN --118.17,34.02,39.0,759.0,215.0,883.0,226.0,2.125,143800.0,<1H OCEAN --118.17,34.02,33.0,346.0,103.0,488.0,107.0,1.8681,112500.0,<1H OCEAN --118.16,34.03,45.0,894.0,231.0,925.0,222.0,2.6042,145000.0,<1H OCEAN --118.16,34.03,40.0,2201.0,636.0,2682.0,595.0,2.359,143400.0,<1H OCEAN --118.16,34.02,35.0,1734.0,493.0,2053.0,508.0,2.1442,149200.0,<1H OCEAN --118.16,34.02,41.0,1256.0,391.0,1511.0,381.0,1.7981,166000.0,<1H OCEAN --118.16,34.02,47.0,1055.0,298.0,1303.0,302.0,2.6964,138800.0,<1H OCEAN --118.17,34.02,42.0,946.0,272.0,1191.0,261.0,2.45,132000.0,<1H OCEAN --118.16,34.02,34.0,1474.0,511.0,1962.0,501.0,1.8715,139600.0,<1H OCEAN --118.15,34.02,42.0,2729.0,725.0,3004.0,722.0,2.3438,154300.0,<1H OCEAN --118.15,34.02,37.0,2344.0,631.0,2195.0,610.0,2.7022,151900.0,<1H OCEAN --118.16,34.02,42.0,814.0,216.0,773.0,208.0,2.5313,156900.0,<1H OCEAN --118.16,34.01,37.0,690.0,261.0,952.0,255.0,1.6354,158900.0,<1H OCEAN --118.16,34.01,40.0,1552.0,,1919.0,427.0,2.2596,137500.0,<1H OCEAN --118.16,34.02,44.0,1218.0,374.0,1175.0,342.0,1.9688,173900.0,<1H OCEAN --118.14,34.02,44.0,1715.0,460.0,1740.0,423.0,2.7019,153300.0,<1H OCEAN --118.14,34.02,40.0,1912.0,502.0,2077.0,500.0,2.6,180600.0,<1H OCEAN --118.13,34.02,36.0,984.0,275.0,1024.0,284.0,2.125,153500.0,<1H OCEAN --118.14,34.01,42.0,1007.0,277.0,1060.0,268.0,3.0179,153700.0,<1H OCEAN --118.14,34.02,42.0,1384.0,458.0,1825.0,455.0,1.4178,145500.0,<1H OCEAN --118.14,34.01,46.0,1746.0,447.0,1296.0,392.0,2.3929,156800.0,<1H OCEAN --118.14,34.01,42.0,1973.0,510.0,1841.0,502.0,2.5326,156500.0,<1H OCEAN --118.13,34.01,45.0,1179.0,268.0,736.0,252.0,2.7083,161800.0,<1H OCEAN --118.13,34.01,40.0,2412.0,629.0,2119.0,600.0,2.075,151100.0,<1H OCEAN --118.13,34.01,43.0,782.0,207.0,827.0,223.0,3.1538,154300.0,<1H OCEAN --118.11,34.01,41.0,815.0,252.0,775.0,231.0,2.2847,190000.0,<1H OCEAN --118.12,34.0,31.0,3281.0,768.0,2385.0,733.0,2.7308,173800.0,<1H OCEAN --118.12,34.01,40.0,1417.0,338.0,1068.0,331.0,2.4259,164600.0,<1H OCEAN --118.12,34.01,33.0,1956.0,478.0,1472.0,464.0,1.9867,166300.0,<1H OCEAN --118.1,34.0,32.0,2122.0,591.0,1929.0,539.0,2.7311,169300.0,<1H OCEAN --118.11,34.0,24.0,2403.0,590.0,2103.0,547.0,2.7292,193800.0,<1H OCEAN --118.11,34.0,38.0,2573.0,484.0,1568.0,459.0,3.0208,193700.0,<1H OCEAN --118.11,34.0,33.0,2886.0,726.0,2650.0,728.0,2.625,178700.0,<1H OCEAN --118.11,34.01,22.0,1141.0,332.0,1189.0,321.0,2.2042,162500.0,<1H OCEAN --118.12,33.99,27.0,2316.0,559.0,2012.0,544.0,2.8155,176800.0,<1H OCEAN --118.12,33.99,26.0,2296.0,534.0,1777.0,507.0,2.5395,191000.0,<1H OCEAN --118.12,33.98,44.0,932.0,179.0,717.0,180.0,3.6875,178100.0,<1H OCEAN --118.12,33.99,24.0,1705.0,479.0,2037.0,459.0,2.4219,137500.0,<1H OCEAN --118.14,34.01,36.0,702.0,210.0,834.0,216.0,2.25,162500.0,<1H OCEAN --118.15,33.98,17.0,3361.0,925.0,3264.0,914.0,2.2813,145600.0,<1H OCEAN --118.15,34.0,32.0,3218.0,739.0,2368.0,730.0,3.1406,175300.0,<1H OCEAN --118.16,34.0,37.0,1341.0,336.0,1233.0,306.0,3.6583,150500.0,<1H OCEAN --118.17,34.01,30.0,1228.0,358.0,1603.0,323.0,3.0225,130800.0,<1H OCEAN --118.16,34.01,36.0,931.0,246.0,732.0,235.0,1.7679,142800.0,<1H OCEAN --118.17,34.01,36.0,1657.0,425.0,1689.0,418.0,2.7799,149300.0,<1H OCEAN --118.18,34.01,39.0,322.0,82.0,319.0,90.0,2.6364,148800.0,<1H OCEAN --118.21,33.99,39.0,47.0,16.0,51.0,23.0,3.2188,112500.0,<1H OCEAN --118.23,34.0,35.0,167.0,60.0,267.0,55.0,1.5227,350000.0,<1H OCEAN --118.23,33.99,37.0,378.0,176.0,714.0,156.0,2.1912,112500.0,<1H OCEAN --118.22,33.99,24.0,1402.0,482.0,1976.0,466.0,2.6964,163200.0,<1H OCEAN --118.22,33.99,6.0,1499.0,437.0,1754.0,447.0,4.3164,143200.0,<1H OCEAN --118.22,33.99,4.0,1849.0,577.0,1529.0,418.0,2.7708,186300.0,<1H OCEAN --118.22,33.98,34.0,2283.0,809.0,3032.0,832.0,2.4387,175000.0,<1H OCEAN --118.22,33.98,27.0,1095.0,340.0,1300.0,318.0,2.6548,123200.0,<1H OCEAN --118.22,33.98,15.0,1011.0,274.0,899.0,219.0,2.7045,190600.0,<1H OCEAN --118.23,33.98,25.0,986.0,310.0,1439.0,251.0,2.39,183300.0,<1H OCEAN --118.23,33.99,5.0,706.0,203.0,839.0,199.0,4.5208,165000.0,<1H OCEAN --118.23,33.98,30.0,2562.0,959.0,3909.0,955.0,1.9929,150600.0,<1H OCEAN --118.24,33.99,28.0,312.0,89.0,498.0,87.0,2.4107,96400.0,<1H OCEAN --118.24,33.98,30.0,861.0,250.0,1062.0,231.0,1.75,115400.0,<1H OCEAN --118.24,33.99,33.0,885.0,294.0,1270.0,282.0,2.1615,118800.0,<1H OCEAN --118.25,33.99,41.0,2215.0,544.0,2054.0,480.0,1.5272,100300.0,<1H OCEAN --118.25,33.99,41.0,1486.0,509.0,2312.0,541.0,1.3963,92900.0,<1H OCEAN --118.25,33.98,47.0,617.0,162.0,754.0,144.0,2.2969,116700.0,<1H OCEAN --118.25,33.98,44.0,1087.0,335.0,1441.0,310.0,1.6667,112500.0,<1H OCEAN --118.25,33.98,40.0,1867.0,633.0,2223.0,609.0,1.7207,105100.0,<1H OCEAN --118.25,33.98,37.0,1045.0,361.0,1666.0,337.0,1.7929,97200.0,<1H OCEAN --118.25,33.98,39.0,1553.0,461.0,2271.0,437.0,1.7378,121900.0,<1H OCEAN --118.25,33.98,37.0,1503.0,392.0,1886.0,401.0,2.5637,125000.0,<1H OCEAN --118.24,33.98,37.0,1196.0,364.0,1622.0,327.0,2.125,108900.0,<1H OCEAN --118.24,33.98,45.0,972.0,249.0,1288.0,261.0,2.2054,125000.0,<1H OCEAN --118.24,33.98,45.0,173.0,42.0,230.0,57.0,3.0724,110700.0,<1H OCEAN --118.22,33.98,30.0,1971.0,645.0,2650.0,605.0,2.0357,169900.0,<1H OCEAN --118.22,33.98,42.0,626.0,143.0,625.0,156.0,3.125,166300.0,<1H OCEAN --118.22,33.98,32.0,2643.0,737.0,2784.0,711.0,2.5352,184400.0,<1H OCEAN --118.22,33.98,36.0,1514.0,453.0,1496.0,448.0,2.1044,148200.0,<1H OCEAN --118.22,33.98,18.0,1781.0,765.0,1913.0,702.0,1.2059,255000.0,<1H OCEAN --118.22,33.98,34.0,2225.0,753.0,2980.0,736.0,1.6685,128800.0,<1H OCEAN --118.23,33.98,35.0,1366.0,496.0,2160.0,497.0,2.2059,150000.0,<1H OCEAN --118.2,33.98,38.0,867.0,243.0,950.0,235.0,1.8929,163100.0,<1H OCEAN --118.21,33.97,35.0,1863.0,537.0,2274.0,510.0,2.1005,171300.0,<1H OCEAN --118.21,33.98,39.0,1315.0,306.0,1257.0,298.0,3.2788,169000.0,<1H OCEAN --118.21,33.98,37.0,788.0,215.0,883.0,221.0,2.6818,164600.0,<1H OCEAN --118.21,33.98,35.0,1705.0,562.0,2212.0,539.0,2.325,161500.0,<1H OCEAN --118.2,33.99,35.0,1705.0,523.0,2252.0,508.0,2.3421,154200.0,<1H OCEAN --118.2,33.99,33.0,1134.0,375.0,1615.0,354.0,2.1468,141700.0,<1H OCEAN --118.19,33.99,38.0,1212.0,272.0,1129.0,263.0,2.6673,142300.0,<1H OCEAN --118.19,33.99,40.0,1547.0,434.0,1930.0,427.0,3.3869,157300.0,<1H OCEAN --118.19,33.98,40.0,973.0,272.0,1257.0,258.0,2.8214,158000.0,<1H OCEAN --118.19,33.99,42.0,1429.0,436.0,1537.0,389.0,3.0114,157500.0,<1H OCEAN --118.19,33.99,37.0,2073.0,614.0,2544.0,598.0,2.9054,156300.0,<1H OCEAN --118.2,33.99,35.0,1608.0,465.0,2140.0,488.0,3.1979,154700.0,<1H OCEAN --118.2,33.99,30.0,1474.0,459.0,1844.0,464.0,2.551,160000.0,<1H OCEAN --118.19,33.99,35.0,1172.0,436.0,1741.0,408.0,2.4596,154700.0,<1H OCEAN --118.19,33.98,34.0,1022.0,286.0,1058.0,275.0,2.6042,156700.0,<1H OCEAN --118.19,33.99,36.0,1273.0,379.0,1398.0,353.0,2.4516,147800.0,<1H OCEAN --118.2,33.99,31.0,1186.0,387.0,2087.0,409.0,1.9132,154600.0,<1H OCEAN --118.2,33.98,43.0,1091.0,320.0,1418.0,316.0,2.1522,159400.0,<1H OCEAN --118.19,33.98,33.0,151.0,83.0,380.0,83.0,1.4224,189600.0,<1H OCEAN --118.19,33.97,30.0,1790.0,556.0,1827.0,520.0,1.7562,181300.0,<1H OCEAN --118.19,33.97,34.0,2700.0,763.0,2815.0,767.0,2.4196,178400.0,<1H OCEAN --118.19,33.98,36.0,4179.0,,4582.0,1196.0,2.0087,172100.0,<1H OCEAN --118.2,33.98,32.0,1403.0,399.0,1506.0,375.0,2.0,172700.0,<1H OCEAN --118.2,33.98,30.0,2369.0,753.0,3259.0,770.0,2.1964,158500.0,<1H OCEAN --118.2,33.97,30.0,1911.0,562.0,2055.0,534.0,2.3917,154600.0,<1H OCEAN --118.18,33.99,36.0,988.0,337.0,1508.0,351.0,2.4375,154800.0,<1H OCEAN --118.18,33.99,38.0,1010.0,315.0,1157.0,301.0,1.6341,161800.0,<1H OCEAN --118.17,33.98,27.0,1871.0,556.0,2542.0,581.0,2.8427,164400.0,<1H OCEAN --118.18,33.98,24.0,1880.0,642.0,2646.0,605.0,2.1836,162000.0,<1H OCEAN --118.18,33.98,30.0,1735.0,573.0,2237.0,545.0,2.3444,156100.0,<1H OCEAN --118.18,33.99,35.0,1230.0,407.0,1512.0,364.0,2.152,170800.0,<1H OCEAN --118.17,33.98,41.0,428.0,111.0,585.0,139.0,3.1786,132100.0,<1H OCEAN --118.17,33.97,31.0,3388.0,1059.0,3558.0,957.0,2.4049,159000.0,<1H OCEAN --118.17,33.97,33.0,2410.0,641.0,2106.0,593.0,2.2422,168200.0,<1H OCEAN --118.17,33.98,36.0,627.0,177.0,834.0,175.0,2.9844,163600.0,<1H OCEAN --118.17,33.98,41.0,756.0,,873.0,212.0,2.7321,156000.0,<1H OCEAN --118.18,33.98,36.0,903.0,266.0,1068.0,251.0,3.0398,165400.0,<1H OCEAN --118.18,33.97,30.0,2887.0,866.0,2806.0,830.0,2.2122,169400.0,<1H OCEAN --118.18,33.97,34.0,3214.0,899.0,3086.0,808.0,2.0057,189400.0,<1H OCEAN --118.18,33.98,40.0,1698.0,431.0,1280.0,405.0,2.625,206300.0,<1H OCEAN --118.18,33.98,38.0,1477.0,374.0,1514.0,408.0,2.5703,178600.0,<1H OCEAN --118.15,33.98,37.0,1184.0,290.0,1320.0,276.0,2.3,165600.0,<1H OCEAN --118.15,33.97,32.0,1174.0,373.0,1758.0,361.0,2.4263,158100.0,<1H OCEAN --118.15,33.97,33.0,1903.0,469.0,1882.0,435.0,2.4071,170500.0,<1H OCEAN --118.16,33.97,23.0,1516.0,457.0,1977.0,435.0,2.3068,157800.0,<1H OCEAN --118.16,33.97,30.0,2419.0,715.0,3208.0,719.0,2.1743,176000.0,<1H OCEAN --118.14,33.97,29.0,1846.0,530.0,2576.0,528.0,2.63,156000.0,<1H OCEAN --118.14,33.97,31.0,1161.0,267.0,1175.0,282.0,3.0114,177000.0,<1H OCEAN --118.14,33.96,38.0,590.0,139.0,620.0,132.0,2.1731,143800.0,<1H OCEAN --118.15,33.97,32.0,927.0,250.0,970.0,248.0,2.1591,181500.0,<1H OCEAN --118.14,33.97,31.0,2064.0,612.0,2461.0,573.0,2.0524,160800.0,<1H OCEAN --118.14,33.97,36.0,1407.0,385.0,1763.0,350.0,2.6364,150000.0,<1H OCEAN --118.16,33.98,33.0,1196.0,313.0,1448.0,320.0,2.9375,162500.0,<1H OCEAN --118.16,33.97,39.0,1444.0,447.0,1890.0,416.0,2.1181,176600.0,<1H OCEAN --118.16,33.97,32.0,1347.0,434.0,1756.0,438.0,1.9464,190600.0,<1H OCEAN --118.16,33.97,31.0,1363.0,428.0,1897.0,364.0,2.3929,191100.0,<1H OCEAN --118.16,33.97,13.0,221.0,63.0,286.0,64.0,1.9063,175000.0,<1H OCEAN --118.17,33.98,31.0,1236.0,329.0,1486.0,337.0,3.0938,155400.0,<1H OCEAN --118.15,33.96,33.0,1201.0,340.0,1482.0,334.0,2.4821,150000.0,<1H OCEAN --118.15,33.96,33.0,1471.0,451.0,2272.0,482.0,2.5385,160900.0,<1H OCEAN --118.17,33.96,25.0,2249.0,681.0,2621.0,628.0,2.3,164200.0,<1H OCEAN --118.16,33.96,24.0,1635.0,507.0,2480.0,481.0,2.4432,187500.0,<1H OCEAN --118.17,33.96,25.0,3297.0,1066.0,5027.0,1041.0,2.2817,164200.0,<1H OCEAN --118.17,33.96,29.0,2913.0,787.0,3803.0,740.0,2.5556,146500.0,<1H OCEAN --118.18,33.96,20.0,427.0,118.0,402.0,105.0,1.4167,137500.0,<1H OCEAN --118.19,33.96,28.0,3507.0,969.0,3740.0,970.0,2.0162,142000.0,<1H OCEAN --118.18,33.97,26.0,6895.0,1877.0,8551.0,1808.0,2.3175,154500.0,<1H OCEAN --118.19,33.97,27.0,2911.0,972.0,3559.0,945.0,1.9485,146300.0,<1H OCEAN --118.2,33.97,28.0,2474.0,702.0,2830.0,694.0,2.754,166200.0,<1H OCEAN --118.2,33.97,43.0,825.0,212.0,820.0,184.0,1.8897,174300.0,<1H OCEAN --118.2,33.96,44.0,3114.0,779.0,2959.0,776.0,3.1875,171700.0,<1H OCEAN --118.21,33.96,38.0,2090.0,519.0,1871.0,504.0,2.4688,169000.0,<1H OCEAN --118.21,33.97,49.0,1409.0,313.0,1268.0,317.0,3.9408,170600.0,<1H OCEAN --118.21,33.97,43.0,1751.0,400.0,1558.0,379.0,3.0313,166100.0,<1H OCEAN --118.21,33.97,52.0,4220.0,908.0,3731.0,892.0,3.1901,167600.0,<1H OCEAN --118.22,33.97,43.0,381.0,67.0,259.0,60.0,3.0313,166100.0,<1H OCEAN --118.22,33.97,47.0,1147.0,297.0,1097.0,307.0,2.6384,162900.0,<1H OCEAN --118.23,33.97,44.0,2748.0,715.0,2962.0,703.0,2.6951,169300.0,<1H OCEAN --118.23,33.96,44.0,3186.0,876.0,3913.0,842.0,3.0143,148200.0,<1H OCEAN --118.22,33.97,47.0,1688.0,386.0,1663.0,381.0,4.0609,171300.0,<1H OCEAN --118.22,33.97,47.0,1058.0,295.0,1097.0,274.0,2.881,183300.0,<1H OCEAN --118.23,33.97,47.0,932.0,295.0,1226.0,264.0,1.6065,111400.0,<1H OCEAN --118.24,33.97,38.0,1657.0,467.0,2033.0,443.0,2.1429,118500.0,<1H OCEAN --118.24,33.97,43.0,1357.0,349.0,1657.0,331.0,2.0819,111800.0,<1H OCEAN --118.24,33.97,41.0,1182.0,346.0,1644.0,346.0,2.1473,115100.0,<1H OCEAN --118.24,33.97,37.0,1053.0,263.0,1354.0,292.0,2.5833,112500.0,<1H OCEAN --118.25,33.97,32.0,879.0,257.0,1057.0,230.0,1.6776,114800.0,<1H OCEAN --118.25,33.97,36.0,1026.0,294.0,1316.0,268.0,1.7708,102600.0,<1H OCEAN --118.25,33.97,39.0,1346.0,380.0,1520.0,356.0,1.1635,108700.0,<1H OCEAN --118.25,33.97,43.0,1735.0,535.0,2288.0,524.0,1.9119,98800.0,<1H OCEAN --118.24,33.97,37.0,1212.0,314.0,1403.0,279.0,2.5536,117200.0,<1H OCEAN --118.24,33.96,30.0,859.0,221.0,912.0,191.0,1.9041,105100.0,<1H OCEAN --118.25,33.97,37.0,794.0,210.0,814.0,213.0,2.2917,112000.0,<1H OCEAN --118.25,33.96,43.0,1876.0,454.0,1571.0,458.0,2.0323,112500.0,<1H OCEAN --118.25,33.97,38.0,1231.0,346.0,1217.0,354.0,1.8661,106600.0,<1H OCEAN --118.24,33.96,34.0,1724.0,432.0,1876.0,416.0,2.1078,100600.0,<1H OCEAN --118.25,33.96,48.0,1052.0,234.0,793.0,216.0,1.6585,92900.0,<1H OCEAN --118.25,33.96,42.0,1326.0,295.0,918.0,258.0,2.3864,98800.0,<1H OCEAN --118.25,33.96,43.0,2015.0,419.0,1543.0,399.0,1.8672,98100.0,<1H OCEAN --118.25,33.95,48.0,1766.0,424.0,1655.0,420.0,0.9751,95500.0,<1H OCEAN --118.25,33.95,41.0,1576.0,339.0,1252.0,302.0,1.9798,98100.0,<1H OCEAN --118.23,33.96,39.0,405.0,163.0,686.0,164.0,1.695,94800.0,<1H OCEAN --118.23,33.96,36.0,1062.0,270.0,1136.0,273.0,1.6597,109100.0,<1H OCEAN --118.24,33.96,44.0,1338.0,366.0,1765.0,388.0,1.7778,109900.0,<1H OCEAN --118.24,33.96,39.0,643.0,186.0,821.0,191.0,2.5729,97300.0,<1H OCEAN --118.24,33.96,34.0,946.0,254.0,1101.0,239.0,1.7396,105900.0,<1H OCEAN --118.24,33.96,37.0,1602.0,388.0,1553.0,342.0,2.0655,93400.0,<1H OCEAN --118.23,33.95,42.0,705.0,173.0,739.0,140.0,0.9166,99000.0,<1H OCEAN --118.23,33.95,27.0,504.0,142.0,789.0,167.0,0.9518,91400.0,<1H OCEAN --118.21,33.96,39.0,2050.0,529.0,1959.0,485.0,2.1389,168900.0,<1H OCEAN --118.21,33.96,39.0,2265.0,628.0,2323.0,599.0,2.1522,155300.0,<1H OCEAN --118.22,33.96,32.0,2232.0,603.0,2361.0,608.0,2.5966,170900.0,<1H OCEAN --118.22,33.96,36.0,1542.0,458.0,1711.0,468.0,1.9028,164200.0,<1H OCEAN --118.22,33.96,35.0,1437.0,474.0,2113.0,484.0,2.6179,158800.0,<1H OCEAN --118.22,33.96,42.0,1380.0,331.0,1290.0,288.0,2.8,161800.0,<1H OCEAN --118.21,33.95,38.0,1889.0,565.0,2087.0,559.0,1.7778,154000.0,<1H OCEAN --118.22,33.95,36.0,1679.0,483.0,2249.0,487.0,2.8167,160400.0,<1H OCEAN --118.22,33.95,42.0,3896.0,981.0,4496.0,993.0,3.153,150900.0,<1H OCEAN --118.23,33.96,42.0,1977.0,570.0,2406.0,557.0,2.5913,151600.0,<1H OCEAN --118.23,33.95,43.0,1683.0,520.0,2190.0,494.0,2.2391,152800.0,<1H OCEAN --118.22,33.94,42.0,1046.0,287.0,1218.0,289.0,2.6538,143400.0,<1H OCEAN --118.22,33.94,42.0,1115.0,297.0,1412.0,325.0,3.0903,153500.0,<1H OCEAN --118.22,33.94,38.0,788.0,224.0,1155.0,208.0,3.3542,153800.0,<1H OCEAN --118.22,33.94,41.0,928.0,249.0,1108.0,236.0,3.4323,144600.0,<1H OCEAN --118.2,33.96,44.0,2144.0,477.0,1760.0,452.0,2.3221,161600.0,<1H OCEAN --118.2,33.96,43.0,1233.0,306.0,1190.0,282.0,2.8371,161300.0,<1H OCEAN --118.2,33.96,41.0,1512.0,400.0,1690.0,367.0,3.055,167000.0,<1H OCEAN --118.2,33.96,37.0,2127.0,533.0,2021.0,480.0,2.9773,164600.0,<1H OCEAN --118.21,33.96,43.0,1686.0,446.0,1590.0,474.0,2.3241,159300.0,<1H OCEAN --118.21,33.96,48.0,284.0,104.0,422.0,119.0,1.2826,145500.0,<1H OCEAN --118.21,33.95,43.0,1500.0,419.0,1726.0,440.0,1.8641,165100.0,<1H OCEAN --118.2,33.95,35.0,1924.0,520.0,2101.0,541.0,2.4267,151500.0,<1H OCEAN --118.2,33.95,41.0,679.0,184.0,788.0,185.0,2.1406,165300.0,<1H OCEAN --118.21,33.95,32.0,1116.0,328.0,1265.0,302.0,2.295,155200.0,<1H OCEAN --118.21,33.95,35.0,2134.0,650.0,2248.0,587.0,2.2988,153400.0,<1H OCEAN --118.21,33.95,35.0,2129.0,614.0,2376.0,618.0,2.0372,160800.0,<1H OCEAN --118.2,33.94,42.0,618.0,163.0,680.0,179.0,3.3472,154200.0,<1H OCEAN --118.2,33.94,45.0,1818.0,408.0,1705.0,373.0,4.0441,157500.0,<1H OCEAN --118.21,33.94,40.0,2227.0,594.0,2244.0,580.0,2.4459,143800.0,<1H OCEAN --118.21,33.94,41.0,1807.0,442.0,1628.0,443.0,2.84,156100.0,<1H OCEAN --118.19,33.95,44.0,1436.0,271.0,850.0,269.0,3.2768,179100.0,<1H OCEAN --118.19,33.94,45.0,1871.0,371.0,1315.0,382.0,3.3661,160800.0,<1H OCEAN --118.19,33.94,45.0,1403.0,315.0,1111.0,311.0,3.3846,168100.0,<1H OCEAN --118.19,33.95,41.0,1368.0,309.0,1244.0,312.0,3.0833,164800.0,<1H OCEAN --118.19,33.95,42.0,1651.0,463.0,1559.0,436.0,2.3882,148100.0,<1H OCEAN --118.2,33.94,44.0,1413.0,298.0,1200.0,307.0,3.5125,169300.0,<1H OCEAN --118.2,33.94,45.0,1570.0,328.0,1321.0,300.0,3.7361,171800.0,<1H OCEAN --118.2,33.94,43.0,1934.0,511.0,1895.0,493.0,2.5029,159700.0,<1H OCEAN --118.19,33.96,40.0,979.0,296.0,934.0,292.0,2.6354,151800.0,<1H OCEAN --118.19,33.95,42.0,2309.0,685.0,2609.0,673.0,2.7206,162100.0,<1H OCEAN --118.16,33.94,32.0,2210.0,456.0,1270.0,484.0,4.7708,178600.0,<1H OCEAN --118.16,33.93,35.0,757.0,151.0,474.0,132.0,3.7361,179800.0,<1H OCEAN --118.18,33.94,44.0,1337.0,245.0,968.0,240.0,3.4688,183600.0,<1H OCEAN --118.18,33.95,39.0,2121.0,579.0,1991.0,528.0,2.9094,152200.0,<1H OCEAN --118.18,33.95,42.0,2608.0,610.0,2062.0,616.0,3.5341,167500.0,<1H OCEAN --118.18,33.94,43.0,2724.0,612.0,2340.0,570.0,2.7,165000.0,<1H OCEAN --118.17,33.94,17.0,1145.0,209.0,499.0,202.0,4.6389,165500.0,<1H OCEAN --118.17,33.95,23.0,1991.0,584.0,1380.0,535.0,1.9107,181900.0,<1H OCEAN --118.17,33.92,36.0,2447.0,503.0,1532.0,498.0,4.3667,171800.0,<1H OCEAN --118.17,33.92,43.0,2099.0,398.0,1276.0,387.0,3.1528,166800.0,<1H OCEAN --118.16,33.92,44.0,1368.0,277.0,899.0,271.0,3.5938,161300.0,<1H OCEAN --118.16,33.91,41.0,1806.0,408.0,1146.0,374.0,2.9643,162200.0,<1H OCEAN --118.17,33.91,39.0,1157.0,273.0,877.0,305.0,3.1087,171000.0,<1H OCEAN --118.18,33.92,32.0,2035.0,519.0,2282.0,480.0,3.2734,136400.0,<1H OCEAN --118.18,33.92,29.0,749.0,185.0,708.0,196.0,2.4583,136900.0,<1H OCEAN --118.19,33.92,36.0,1356.0,314.0,1469.0,300.0,2.0785,139800.0,<1H OCEAN --118.18,33.93,31.0,1516.0,400.0,1820.0,398.0,2.1641,122900.0,<1H OCEAN --118.18,33.93,35.0,952.0,271.0,949.0,261.0,2.4297,147200.0,<1H OCEAN --118.19,33.93,40.0,1334.0,276.0,1226.0,278.0,3.4712,144300.0,<1H OCEAN --118.19,33.93,42.0,1829.0,391.0,1614.0,377.0,3.1912,146400.0,<1H OCEAN --118.2,33.93,40.0,1929.0,417.0,1780.0,419.0,3.4402,149400.0,<1H OCEAN --118.19,33.93,44.0,1613.0,345.0,1227.0,342.0,3.1667,145700.0,<1H OCEAN --118.19,33.92,43.0,2339.0,487.0,1732.0,449.0,3.0987,139400.0,<1H OCEAN --118.2,33.92,42.0,1411.0,314.0,1432.0,322.0,3.0871,138800.0,<1H OCEAN --118.2,33.93,38.0,1626.0,307.0,1280.0,295.0,3.5313,146500.0,<1H OCEAN --118.21,33.94,34.0,892.0,318.0,1443.0,341.0,2.1903,162500.0,<1H OCEAN --118.21,33.94,34.0,710.0,205.0,1134.0,233.0,2.7734,141100.0,<1H OCEAN --118.21,33.93,30.0,2831.0,862.0,3649.0,883.0,1.9668,152100.0,<1H OCEAN --118.2,33.93,36.0,2210.0,634.0,2341.0,553.0,2.1715,131100.0,<1H OCEAN --118.21,33.93,33.0,2739.0,801.0,3423.0,741.0,2.2847,132700.0,<1H OCEAN --118.2,33.93,41.0,857.0,201.0,934.0,227.0,2.6339,145700.0,<1H OCEAN --118.2,33.93,36.0,1191.0,345.0,1193.0,295.0,2.5185,138800.0,<1H OCEAN --118.21,33.93,36.0,1337.0,382.0,1769.0,393.0,2.6953,121000.0,<1H OCEAN --118.21,33.93,39.0,354.0,73.0,184.0,58.0,2.7679,108900.0,<1H OCEAN --118.22,33.93,39.0,1921.0,483.0,2286.0,470.0,3.0167,130000.0,<1H OCEAN --118.22,33.94,40.0,930.0,258.0,1203.0,244.0,2.5938,115400.0,<1H OCEAN --118.23,33.93,23.0,545.0,131.0,610.0,126.0,1.4861,95100.0,<1H OCEAN --118.23,33.93,30.0,1147.0,260.0,1219.0,210.0,2.0658,93200.0,<1H OCEAN --118.22,33.93,30.0,443.0,170.0,903.0,189.0,2.1964,125000.0,<1H OCEAN --118.21,33.93,41.0,619.0,138.0,636.0,145.0,2.5083,118100.0,<1H OCEAN --118.21,33.92,37.0,1705.0,403.0,1839.0,410.0,2.5833,132700.0,<1H OCEAN --118.21,33.92,35.0,1669.0,445.0,1870.0,412.0,3.0417,117300.0,<1H OCEAN --118.21,33.92,28.0,2949.0,1003.0,4551.0,930.0,1.9026,131900.0,<1H OCEAN --118.22,33.92,43.0,1195.0,256.0,1251.0,262.0,3.4539,125000.0,<1H OCEAN --118.23,33.93,37.0,239.0,49.0,308.0,52.0,1.4028,105400.0,<1H OCEAN --118.23,33.93,35.0,1149.0,277.0,909.0,214.0,1.7411,96700.0,<1H OCEAN --118.23,33.92,32.0,2698.0,640.0,1953.0,613.0,1.2222,107200.0,<1H OCEAN --118.24,33.93,19.0,325.0,74.0,354.0,87.0,2.75,90600.0,<1H OCEAN --118.24,33.92,42.0,328.0,100.0,605.0,87.0,2.4464,97400.0,<1H OCEAN --118.24,33.92,44.0,1079.0,210.0,601.0,182.0,2.2411,106400.0,<1H OCEAN --118.25,33.93,38.0,180.0,43.0,246.0,56.0,2.85,90000.0,<1H OCEAN --118.25,33.93,27.0,581.0,135.0,647.0,131.0,3.2917,83100.0,<1H OCEAN --118.25,33.93,42.0,763.0,191.0,754.0,174.0,2.0486,101800.0,<1H OCEAN --118.25,33.92,46.0,723.0,154.0,411.0,165.0,2.0893,96500.0,<1H OCEAN --118.25,33.92,44.0,1737.0,363.0,1184.0,343.0,2.5363,95900.0,<1H OCEAN --118.25,33.92,44.0,1137.0,235.0,747.0,225.0,2.0,92600.0,<1H OCEAN --118.26,33.92,42.0,3320.0,682.0,2105.0,632.0,1.9809,104600.0,<1H OCEAN --118.26,33.91,44.0,892.0,139.0,440.0,159.0,2.8859,120800.0,<1H OCEAN --118.27,33.92,34.0,1178.0,260.0,1166.0,244.0,1.9185,93300.0,<1H OCEAN --118.27,33.92,35.0,1818.0,374.0,1444.0,372.0,2.745,106800.0,<1H OCEAN --118.28,33.92,39.0,1472.0,302.0,1036.0,318.0,3.0,110000.0,<1H OCEAN --118.28,33.92,37.0,742.0,151.0,729.0,144.0,3.055,105400.0,<1H OCEAN --118.27,33.91,42.0,1786.0,358.0,1318.0,373.0,2.625,101100.0,<1H OCEAN --118.27,33.91,37.0,3018.0,547.0,1720.0,512.0,2.7269,124100.0,<1H OCEAN --118.27,33.91,32.0,2238.0,471.0,1292.0,467.0,1.1705,110600.0,<1H OCEAN --118.27,33.89,32.0,1969.0,397.0,1349.0,370.0,4.4659,138100.0,<1H OCEAN --118.27,33.87,21.0,6108.0,1130.0,3244.0,1113.0,4.2768,181400.0,<1H OCEAN --118.25,33.9,42.0,1386.0,320.0,1163.0,319.0,2.4271,89500.0,<1H OCEAN --118.26,33.9,38.0,1566.0,318.0,981.0,318.0,4.0234,111900.0,<1H OCEAN --118.26,33.9,22.0,894.0,232.0,754.0,222.0,2.0096,110700.0,<1H OCEAN --118.25,33.92,36.0,949.0,164.0,502.0,163.0,4.1042,124400.0,<1H OCEAN --118.25,33.91,36.0,1950.0,365.0,1125.0,374.0,3.1111,119300.0,<1H OCEAN --118.25,33.9,36.0,1135.0,231.0,614.0,227.0,2.5521,113100.0,<1H OCEAN --118.25,33.91,35.0,1479.0,272.0,963.0,292.0,3.4917,109500.0,<1H OCEAN --118.26,33.91,39.0,935.0,210.0,711.0,193.0,2.4375,101900.0,<1H OCEAN --118.26,33.91,33.0,954.0,241.0,655.0,218.0,2.5882,92800.0,<1H OCEAN --118.26,33.91,39.0,967.0,256.0,903.0,256.0,1.9038,93100.0,<1H OCEAN --118.24,33.91,40.0,972.0,240.0,761.0,225.0,1.4688,88200.0,<1H OCEAN --118.24,33.91,38.0,745.0,152.0,721.0,160.0,1.875,102900.0,<1H OCEAN --118.24,33.91,36.0,1446.0,316.0,1286.0,314.0,2.7083,103600.0,<1H OCEAN --118.24,33.91,37.0,1607.0,377.0,1526.0,375.0,1.7158,94300.0,<1H OCEAN --118.24,33.92,40.0,1772.0,369.0,1122.0,324.0,3.2768,96100.0,<1H OCEAN --118.23,33.92,32.0,1735.0,430.0,1699.0,386.0,1.1793,103800.0,<1H OCEAN --118.23,33.91,34.0,661.0,146.0,742.0,143.0,2.1734,88200.0,<1H OCEAN --118.23,33.91,33.0,677.0,182.0,984.0,174.0,2.5893,88900.0,<1H OCEAN --118.23,33.91,34.0,789.0,200.0,1041.0,191.0,3.119,90300.0,<1H OCEAN --118.23,33.91,27.0,1694.0,393.0,1890.0,373.0,3.0341,89100.0,<1H OCEAN --118.22,33.92,32.0,1263.0,333.0,1789.0,346.0,1.9957,89300.0,<1H OCEAN --118.22,33.91,31.0,571.0,153.0,841.0,158.0,2.6154,89200.0,<1H OCEAN --118.23,33.91,34.0,1060.0,276.0,1215.0,250.0,2.0804,84700.0,<1H OCEAN --118.23,33.92,24.0,1555.0,406.0,1665.0,361.0,1.6437,98800.0,<1H OCEAN --118.22,33.92,23.0,926.0,409.0,1856.0,408.0,2.1366,100000.0,<1H OCEAN --118.21,33.91,24.0,1545.0,391.0,1807.0,388.0,2.6429,105300.0,<1H OCEAN --118.21,33.91,26.0,2422.0,632.0,2601.0,583.0,1.7824,110200.0,<1H OCEAN --118.22,33.9,38.0,796.0,159.0,679.0,167.0,3.6607,110400.0,<1H OCEAN --118.22,33.91,28.0,1847.0,500.0,2263.0,473.0,1.5161,103200.0,<1H OCEAN --118.2,33.9,26.0,1000.0,275.0,1178.0,263.0,2.12,105000.0,<1H OCEAN --118.21,33.9,35.0,2420.0,579.0,2010.0,540.0,2.0817,104600.0,<1H OCEAN --118.21,33.9,41.0,941.0,233.0,973.0,253.0,1.9583,102300.0,<1H OCEAN --118.22,33.9,35.0,1649.0,424.0,1786.0,388.0,1.4091,105600.0,<1H OCEAN --118.22,33.9,30.0,1007.0,260.0,1112.0,238.0,1.7262,115600.0,<1H OCEAN --118.2,33.92,36.0,414.0,104.0,477.0,130.0,3.6719,130400.0,<1H OCEAN --118.2,33.92,45.0,1283.0,,1025.0,248.0,3.2798,141200.0,<1H OCEAN --118.2,33.92,39.0,1050.0,217.0,895.0,207.0,3.1538,155600.0,<1H OCEAN --118.21,33.91,37.0,1073.0,265.0,1197.0,250.0,2.7109,133000.0,<1H OCEAN --118.21,33.92,41.0,1722.0,363.0,1432.0,326.0,3.2976,151200.0,<1H OCEAN --118.21,33.92,36.0,602.0,150.0,645.0,145.0,3.1964,115400.0,<1H OCEAN --118.18,33.91,41.0,1260.0,299.0,1535.0,322.0,3.0134,128100.0,<1H OCEAN --118.18,33.91,36.0,1138.0,238.0,878.0,224.0,2.0625,134400.0,<1H OCEAN --118.19,33.91,43.0,1531.0,357.0,1509.0,376.0,2.6354,128100.0,<1H OCEAN --118.19,33.91,33.0,915.0,225.0,826.0,212.0,2.7708,117400.0,<1H OCEAN --118.19,33.92,35.0,915.0,241.0,1153.0,252.0,3.305,115800.0,<1H OCEAN --118.19,33.91,35.0,2695.0,748.0,2935.0,706.0,2.0134,132400.0,<1H OCEAN --118.2,33.91,43.0,1381.0,278.0,1494.0,298.0,3.5878,118400.0,<1H OCEAN --118.2,33.9,33.0,1435.0,322.0,1298.0,299.0,2.7813,105100.0,<1H OCEAN --118.2,33.91,36.0,2283.0,499.0,1836.0,462.0,2.8793,118100.0,<1H OCEAN --118.19,33.9,36.0,1073.0,271.0,1385.0,288.0,2.3214,104800.0,<1H OCEAN --118.19,33.9,32.0,2762.0,652.0,2677.0,632.0,2.5719,105600.0,<1H OCEAN --118.19,33.9,36.0,2326.0,543.0,2073.0,494.0,1.9952,112900.0,<1H OCEAN --118.19,33.89,31.0,886.0,224.0,1154.0,247.0,2.1071,99500.0,<1H OCEAN --118.19,33.89,32.0,1696.0,438.0,1639.0,376.0,2.0357,107300.0,<1H OCEAN --118.2,33.89,37.0,2394.0,568.0,2499.0,551.0,2.5321,105100.0,<1H OCEAN --118.2,33.9,34.0,1552.0,444.0,2093.0,413.0,2.2125,103200.0,<1H OCEAN --118.19,33.89,38.0,4018.0,986.0,3702.0,927.0,2.9293,113600.0,<1H OCEAN --118.2,33.89,40.0,2538.0,564.0,2170.0,541.0,2.7212,107900.0,<1H OCEAN --118.21,33.89,42.0,1254.0,225.0,929.0,235.0,4.3646,116200.0,<1H OCEAN --118.21,33.89,39.0,1565.0,364.0,1389.0,360.0,2.7443,113900.0,<1H OCEAN --118.21,33.89,42.0,1739.0,370.0,1104.0,297.0,2.2125,120700.0,<1H OCEAN --118.21,33.9,43.0,1810.0,357.0,1335.0,358.0,3.1189,118800.0,<1H OCEAN --118.21,33.89,45.0,1211.0,234.0,1128.0,261.0,3.4792,110700.0,<1H OCEAN --118.21,33.88,38.0,929.0,166.0,686.0,183.0,3.4485,119400.0,<1H OCEAN --118.21,33.88,29.0,1976.0,444.0,1254.0,371.0,2.1782,126800.0,<1H OCEAN --118.22,33.89,26.0,266.0,75.0,252.0,59.0,2.1211,138100.0,<1H OCEAN --118.22,33.89,41.0,990.0,228.0,776.0,207.0,2.125,120200.0,<1H OCEAN --118.22,33.89,37.0,797.0,190.0,485.0,166.0,2.7434,95200.0,<1H OCEAN --118.22,33.89,36.0,873.0,240.0,1086.0,217.0,2.25,126600.0,<1H OCEAN --118.23,33.89,16.0,5003.0,1180.0,4145.0,1159.0,2.1389,133400.0,<1H OCEAN --118.24,33.89,34.0,1479.0,332.0,1166.0,322.0,2.6165,100900.0,<1H OCEAN --118.22,33.91,27.0,500.0,159.0,732.0,162.0,2.7426,103100.0,<1H OCEAN --118.22,33.9,22.0,312.0,107.0,583.0,119.0,1.9423,98400.0,<1H OCEAN --118.22,33.9,40.0,1802.0,496.0,2096.0,468.0,2.3542,97900.0,<1H OCEAN --118.23,33.9,31.0,2143.0,522.0,2276.0,519.0,1.8095,100800.0,<1H OCEAN --118.23,33.9,34.0,2462.0,553.0,2334.0,502.0,1.641,96800.0,<1H OCEAN --118.23,33.9,28.0,1108.0,284.0,1498.0,289.0,2.4706,88800.0,<1H OCEAN --118.23,33.9,45.0,1285.0,238.0,840.0,211.0,3.4107,112500.0,<1H OCEAN --118.24,33.9,38.0,2055.0,442.0,1518.0,425.0,2.3382,103000.0,<1H OCEAN --118.24,33.9,35.0,1079.0,247.0,1055.0,243.0,2.375,93600.0,<1H OCEAN --118.24,33.9,39.0,642.0,129.0,475.0,123.0,1.2083,92600.0,<1H OCEAN --118.25,33.9,37.0,2119.0,442.0,1372.0,406.0,1.9605,106200.0,<1H OCEAN --118.24,33.9,40.0,1308.0,272.0,901.0,257.0,2.8269,98000.0,<1H OCEAN --118.25,33.9,38.0,1201.0,223.0,733.0,206.0,3.3804,105800.0,<1H OCEAN --118.25,33.89,35.0,1582.0,391.0,1957.0,404.0,2.4537,91500.0,<1H OCEAN --118.24,33.89,32.0,1132.0,266.0,1211.0,279.0,2.1838,98300.0,<1H OCEAN --118.25,33.89,41.0,1476.0,286.0,1086.0,278.0,2.4632,111700.0,<1H OCEAN --118.25,33.89,36.0,406.0,71.0,268.0,77.0,3.9,115800.0,<1H OCEAN --118.25,33.89,34.0,1367.0,288.0,1183.0,286.0,2.6812,104100.0,<1H OCEAN --118.26,33.89,36.0,2230.0,417.0,1395.0,381.0,2.8493,109600.0,<1H OCEAN --118.26,33.89,36.0,923.0,165.0,603.0,191.0,3.5687,120700.0,<1H OCEAN --118.24,33.88,37.0,1843.0,366.0,1207.0,351.0,2.4821,111000.0,<1H OCEAN --118.25,33.88,37.0,1027.0,217.0,1042.0,254.0,2.2121,98600.0,<1H OCEAN --118.25,33.89,37.0,1042.0,213.0,699.0,196.0,2.9643,103200.0,<1H OCEAN --118.25,33.89,36.0,1527.0,309.0,1154.0,279.0,3.3095,105500.0,<1H OCEAN --118.26,33.88,39.0,1756.0,320.0,1055.0,322.0,3.2375,105200.0,<1H OCEAN --118.26,33.88,40.0,519.0,102.0,330.0,95.0,3.0972,108500.0,<1H OCEAN --118.26,33.88,36.0,1212.0,222.0,775.0,224.0,5.5591,136500.0,<1H OCEAN --118.22,33.88,37.0,1149.0,280.0,1016.0,250.0,2.125,101900.0,<1H OCEAN --118.22,33.88,35.0,998.0,313.0,1335.0,311.0,1.6574,102500.0,<1H OCEAN --118.23,33.89,35.0,1255.0,344.0,1782.0,343.0,2.1949,95100.0,<1H OCEAN --118.23,33.88,35.0,842.0,201.0,763.0,189.0,2.6719,109800.0,<1H OCEAN --118.23,33.88,41.0,1941.0,367.0,1204.0,323.0,3.0417,113700.0,<1H OCEAN --118.23,33.89,36.0,2598.0,514.0,1872.0,514.0,3.1667,117700.0,<1H OCEAN --118.22,33.86,16.0,8732.0,1489.0,3944.0,1493.0,5.1948,203500.0,<1H OCEAN --118.24,33.85,25.0,9594.0,1489.0,5237.0,1496.0,5.9684,193300.0,<1H OCEAN --118.23,33.84,25.0,1106.0,207.0,888.0,216.0,5.3307,207000.0,<1H OCEAN --118.24,33.83,22.0,7368.0,1367.0,4721.0,1342.0,4.8438,213100.0,<1H OCEAN --118.25,33.84,19.0,1731.0,420.0,1032.0,364.0,3.8125,208100.0,<1H OCEAN --118.25,33.87,18.0,6812.0,1263.0,3704.0,1216.0,4.25,169200.0,<1H OCEAN --118.25,33.86,26.0,3022.0,476.0,1852.0,452.0,6.0531,186400.0,<1H OCEAN --118.26,33.85,25.0,2324.0,326.0,1087.0,328.0,5.293,207000.0,<1H OCEAN --118.26,33.85,24.0,9071.0,1335.0,4558.0,1327.0,5.542,197500.0,<1H OCEAN --118.27,33.86,33.0,1685.0,333.0,1484.0,318.0,4.3527,167000.0,<1H OCEAN --118.27,33.86,29.0,2587.0,489.0,2115.0,475.0,3.7466,168600.0,<1H OCEAN --118.27,33.86,26.0,1097.0,167.0,701.0,188.0,6.5799,196600.0,<1H OCEAN --118.28,33.85,27.0,489.0,98.0,403.0,97.0,5.144,180800.0,<1H OCEAN --118.28,33.84,27.0,2326.0,533.0,1697.0,546.0,3.8633,187900.0,<1H OCEAN --118.28,33.83,18.0,5923.0,1409.0,3887.0,1322.0,3.4712,194400.0,<1H OCEAN --118.29,33.84,11.0,2274.0,617.0,1897.0,622.0,3.5094,162900.0,<1H OCEAN --118.29,33.84,33.0,896.0,208.0,843.0,200.0,3.5,183000.0,<1H OCEAN --118.29,33.84,34.0,2617.0,558.0,1396.0,515.0,5.061,218000.0,<1H OCEAN --118.29,33.84,23.0,3626.0,799.0,2321.0,731.0,4.7393,237900.0,<1H OCEAN --118.29,33.83,24.0,4092.0,893.0,2819.0,893.0,4.1378,216500.0,<1H OCEAN --118.28,33.82,26.0,4586.0,1042.0,3680.0,1027.0,4.174,205100.0,<1H OCEAN --118.29,33.82,21.0,4383.0,901.0,2689.0,913.0,3.4375,218800.0,<1H OCEAN --118.29,33.81,19.0,7023.0,1538.0,3993.0,1412.0,5.0532,218200.0,<1H OCEAN --118.29,33.8,21.0,9944.0,1623.0,4185.0,1582.0,4.526,329400.0,<1H OCEAN --118.28,33.82,30.0,3615.0,760.0,2813.0,752.0,5.3849,217700.0,<1H OCEAN --118.28,33.81,29.0,2755.0,508.0,2046.0,488.0,5.2034,212400.0,<1H OCEAN --118.27,33.82,36.0,1593.0,334.0,1427.0,320.0,4.4015,166900.0,<1H OCEAN --118.27,33.82,33.0,1596.0,337.0,1650.0,329.0,4.3687,173500.0,<1H OCEAN --118.27,33.82,37.0,943.0,218.0,803.0,216.0,5.2287,191100.0,<1H OCEAN --118.27,33.81,10.0,1881.0,571.0,1769.0,553.0,3.9286,114000.0,<1H OCEAN --118.27,33.81,42.0,865.0,208.0,811.0,218.0,3.8621,165300.0,<1H OCEAN --118.27,33.81,38.0,1607.0,337.0,1130.0,334.0,4.4821,190700.0,<1H OCEAN --118.27,33.82,39.0,1357.0,249.0,763.0,229.0,4.25,200300.0,<1H OCEAN --118.27,33.8,28.0,4698.0,902.0,3287.0,881.0,4.8508,215900.0,<1H OCEAN --118.27,33.84,24.0,6303.0,1277.0,3728.0,1252.0,3.9227,208600.0,<1H OCEAN --118.28,33.83,28.0,880.0,168.0,717.0,142.0,4.5469,175700.0,<1H OCEAN --118.27,33.83,28.0,2152.0,415.0,1623.0,429.0,4.35,200500.0,<1H OCEAN --118.27,33.83,34.0,1124.0,245.0,717.0,242.0,3.1667,186900.0,<1H OCEAN --118.26,33.83,24.0,3059.0,,2064.0,629.0,3.5518,184600.0,<1H OCEAN --118.27,33.82,28.0,1642.0,434.0,1575.0,420.0,4.1292,201900.0,<1H OCEAN --118.26,33.82,28.0,5091.0,1074.0,4753.0,1033.0,3.6477,117400.0,<1H OCEAN --118.26,33.83,28.0,4112.0,861.0,3211.0,841.0,4.4539,192200.0,<1H OCEAN --118.21,33.84,28.0,822.0,205.0,627.0,192.0,3.4583,166300.0,<1H OCEAN --118.22,33.84,35.0,1131.0,273.0,1007.0,269.0,4.0219,168300.0,<1H OCEAN --118.22,33.84,38.0,1928.0,429.0,1358.0,399.0,4.0687,160300.0,<1H OCEAN --118.22,33.83,42.0,1370.0,299.0,1018.0,328.0,4.4474,160200.0,<1H OCEAN --118.22,33.83,44.0,1792.0,404.0,1115.0,358.0,3.9091,174400.0,<1H OCEAN --118.22,33.83,43.0,1426.0,272.0,871.0,276.0,3.7083,175200.0,<1H OCEAN --118.21,33.83,38.0,793.0,193.0,601.0,187.0,2.8837,176100.0,NEAR OCEAN --118.07,33.93,5.0,906.0,187.0,1453.0,158.0,4.125,171900.0,<1H OCEAN --118.08,33.93,39.0,859.0,164.0,673.0,172.0,3.7143,158200.0,<1H OCEAN --118.08,33.93,39.0,1478.0,324.0,1127.0,320.0,3.525,158000.0,<1H OCEAN --118.08,33.92,38.0,1335.0,,1011.0,269.0,3.6908,157500.0,<1H OCEAN --118.08,33.92,39.0,1631.0,322.0,1034.0,328.0,4.5382,165700.0,<1H OCEAN --118.07,33.92,36.0,1560.0,320.0,1348.0,314.0,3.622,174000.0,<1H OCEAN --118.08,33.92,34.0,2118.0,437.0,1414.0,442.0,3.7238,166800.0,<1H OCEAN --118.08,33.93,33.0,2263.0,511.0,1626.0,457.0,3.5556,172800.0,<1H OCEAN --118.08,33.93,34.0,1558.0,375.0,1179.0,337.0,3.2188,165100.0,<1H OCEAN --118.09,33.92,36.0,2381.0,419.0,1669.0,444.0,4.6976,171100.0,<1H OCEAN --118.09,33.92,36.0,847.0,185.0,713.0,194.0,4.8542,167400.0,<1H OCEAN --118.09,33.92,36.0,1226.0,211.0,711.0,219.0,4.5699,170800.0,<1H OCEAN --118.09,33.92,33.0,879.0,181.0,547.0,169.0,5.3146,168600.0,<1H OCEAN --118.09,33.92,31.0,1983.0,419.0,1157.0,390.0,3.5455,168300.0,<1H OCEAN --118.09,33.93,37.0,1950.0,356.0,1183.0,338.0,4.1449,175300.0,<1H OCEAN --118.1,33.92,35.0,2017.0,383.0,1388.0,386.0,4.0774,171600.0,<1H OCEAN --118.1,33.93,36.0,1124.0,217.0,707.0,234.0,4.375,174500.0,<1H OCEAN --118.1,33.93,33.0,1474.0,325.0,1205.0,335.0,3.1397,166800.0,<1H OCEAN --118.11,33.92,32.0,1016.0,190.0,729.0,177.0,4.3,151300.0,<1H OCEAN --118.11,33.92,34.0,1414.0,263.0,983.0,264.0,4.1767,156600.0,<1H OCEAN --118.1,33.94,33.0,639.0,129.0,460.0,118.0,3.1607,189000.0,<1H OCEAN --118.1,33.93,35.0,1622.0,302.0,845.0,284.0,4.5769,186100.0,<1H OCEAN --118.1,33.95,34.0,3635.0,781.0,2171.0,720.0,3.7308,196900.0,<1H OCEAN --118.1,33.95,27.0,1666.0,365.0,995.0,354.0,4.5694,204300.0,<1H OCEAN --118.11,33.95,36.0,2049.0,334.0,1105.0,363.0,4.8036,261300.0,<1H OCEAN --118.1,33.94,34.0,1947.0,284.0,841.0,277.0,6.1814,453600.0,<1H OCEAN --118.11,33.95,34.0,2319.0,334.0,941.0,356.0,6.4319,452300.0,<1H OCEAN --118.11,33.95,34.0,1723.0,279.0,617.0,252.0,6.7501,400000.0,<1H OCEAN --118.12,33.97,33.0,3099.0,839.0,2025.0,750.0,3.183,191100.0,<1H OCEAN --118.12,33.96,38.0,1301.0,264.0,877.0,275.0,4.625,191300.0,<1H OCEAN --118.11,33.96,29.0,2784.0,582.0,1278.0,550.0,4.3882,261600.0,<1H OCEAN --118.12,33.95,35.0,1604.0,280.0,802.0,280.0,5.752,291000.0,<1H OCEAN --118.12,33.96,34.0,2863.0,451.0,1243.0,466.0,6.0723,297200.0,<1H OCEAN --118.12,33.96,38.0,2105.0,348.0,956.0,350.0,4.4125,246000.0,<1H OCEAN --118.12,33.96,36.0,1426.0,235.0,698.0,240.0,4.8523,267300.0,<1H OCEAN --118.12,33.97,35.0,708.0,145.0,471.0,153.0,3.2,197400.0,<1H OCEAN --118.13,33.97,36.0,1759.0,295.0,837.0,267.0,4.6992,251900.0,<1H OCEAN --118.13,33.96,36.0,1933.0,341.0,958.0,335.0,4.4732,266000.0,<1H OCEAN --118.13,33.96,38.0,1040.0,202.0,557.0,228.0,4.0,254700.0,<1H OCEAN --118.14,33.96,34.0,2744.0,541.0,1333.0,503.0,4.0536,277200.0,<1H OCEAN --118.13,33.96,35.0,1500.0,250.0,706.0,250.0,4.5625,253500.0,<1H OCEAN --118.13,33.97,34.0,1736.0,297.0,823.0,292.0,5.4042,241600.0,<1H OCEAN --118.13,33.95,37.0,1709.0,333.0,778.0,344.0,3.9036,326600.0,<1H OCEAN --118.14,33.95,44.0,1812.0,338.0,822.0,314.0,6.7744,294100.0,<1H OCEAN --118.14,33.95,42.0,1413.0,228.0,630.0,219.0,6.8564,300000.0,<1H OCEAN --118.14,33.95,37.0,1462.0,243.0,600.0,236.0,5.2015,302000.0,<1H OCEAN --118.14,33.95,36.0,1942.0,355.0,891.0,348.0,3.6635,282100.0,<1H OCEAN --118.15,33.96,33.0,2418.0,485.0,1397.0,477.0,3.1083,285500.0,<1H OCEAN --118.15,33.95,31.0,1053.0,230.0,686.0,211.0,4.0,263200.0,<1H OCEAN --118.12,33.95,36.0,2752.0,459.0,1211.0,452.0,5.0526,269800.0,<1H OCEAN --118.12,33.94,35.0,1813.0,313.0,825.0,316.0,5.2485,323800.0,<1H OCEAN --118.12,33.94,33.0,2394.0,576.0,1166.0,548.0,2.7317,264700.0,<1H OCEAN --118.13,33.94,34.0,522.0,138.0,373.0,139.0,3.5481,265000.0,<1H OCEAN --118.13,33.95,24.0,6662.0,1852.0,3792.0,1735.0,3.1104,230000.0,<1H OCEAN --118.11,33.93,35.0,2670.0,493.0,1196.0,488.0,3.8427,283500.0,<1H OCEAN --118.11,33.94,37.0,1434.0,262.0,786.0,256.0,4.4375,244900.0,<1H OCEAN --118.11,33.94,32.0,2098.0,378.0,1036.0,385.0,5.0258,255400.0,<1H OCEAN --118.12,33.94,31.0,2210.0,519.0,1047.0,472.0,3.3292,271300.0,<1H OCEAN --118.12,33.94,33.0,2206.0,393.0,973.0,364.0,4.675,283000.0,<1H OCEAN --118.11,33.94,36.0,1949.0,319.0,909.0,325.0,5.1587,296600.0,<1H OCEAN --118.11,33.93,17.0,1205.0,347.0,736.0,342.0,3.2011,162500.0,<1H OCEAN --118.12,33.92,27.0,6336.0,1628.0,4673.0,1505.0,2.5893,183700.0,<1H OCEAN --118.12,33.93,27.0,580.0,143.0,466.0,133.0,3.0909,187500.0,<1H OCEAN --118.13,33.92,28.0,3069.0,864.0,1932.0,835.0,2.4925,177200.0,<1H OCEAN --118.13,33.93,38.0,2040.0,458.0,1775.0,445.0,3.5227,202400.0,<1H OCEAN --118.13,33.92,36.0,984.0,183.0,615.0,206.0,4.1786,201500.0,<1H OCEAN --118.14,33.92,31.0,3731.0,853.0,2313.0,801.0,3.2237,218200.0,<1H OCEAN --118.14,33.93,31.0,3205.0,727.0,1647.0,664.0,3.3681,223900.0,<1H OCEAN --118.14,33.93,32.0,2065.0,438.0,1075.0,442.0,4.4279,226400.0,<1H OCEAN --118.15,33.93,30.0,3096.0,628.0,1676.0,587.0,4.6583,207300.0,<1H OCEAN --118.13,33.93,34.0,2122.0,517.0,1578.0,488.0,3.1496,191900.0,<1H OCEAN --118.13,33.93,19.0,1793.0,447.0,1222.0,452.0,2.6862,195800.0,<1H OCEAN --118.14,33.94,31.0,2841.0,774.0,1612.0,708.0,2.9205,196600.0,<1H OCEAN --118.14,33.94,35.0,2987.0,601.0,1561.0,606.0,4.0039,226500.0,<1H OCEAN --118.15,33.94,36.0,1948.0,341.0,992.0,363.0,4.2594,242400.0,<1H OCEAN --118.15,33.94,37.0,1594.0,321.0,1003.0,323.0,3.3289,199700.0,<1H OCEAN --118.15,33.95,35.0,2753.0,702.0,1592.0,614.0,2.7875,209000.0,<1H OCEAN --118.16,33.94,25.0,3341.0,789.0,1685.0,751.0,3.6936,238300.0,<1H OCEAN --118.15,33.93,25.0,1948.0,433.0,1128.0,429.0,3.7614,255900.0,<1H OCEAN --118.16,33.94,25.0,5675.0,1224.0,3317.0,1119.0,3.9352,232900.0,<1H OCEAN --118.15,33.93,42.0,1839.0,346.0,1034.0,339.0,4.9808,212300.0,<1H OCEAN --118.15,33.93,34.0,1745.0,404.0,1084.0,410.0,3.3411,220500.0,<1H OCEAN --118.16,33.92,36.0,2062.0,351.0,1134.0,358.0,4.4881,218900.0,<1H OCEAN --118.14,33.92,35.0,2378.0,559.0,1799.0,546.0,3.9327,190500.0,<1H OCEAN --118.15,33.92,36.0,1890.0,400.0,1232.0,386.0,4.375,184200.0,<1H OCEAN --118.15,33.92,40.0,1335.0,281.0,804.0,282.0,4.3194,198400.0,<1H OCEAN --118.15,33.92,28.0,1038.0,252.0,912.0,245.0,2.5875,161200.0,<1H OCEAN --118.15,33.92,30.0,915.0,234.0,646.0,211.0,2.5208,182800.0,<1H OCEAN --118.11,33.91,19.0,3056.0,759.0,1561.0,740.0,3.1369,196900.0,<1H OCEAN --118.12,33.91,34.0,682.0,132.0,491.0,144.0,4.6389,173800.0,<1H OCEAN --118.12,33.91,35.0,620.0,122.0,381.0,124.0,3.7917,183900.0,<1H OCEAN --118.12,33.91,35.0,1518.0,279.0,857.0,251.0,3.6917,197500.0,<1H OCEAN --118.13,33.91,35.0,561.0,104.0,261.0,105.0,4.9375,183800.0,<1H OCEAN --118.13,33.91,34.0,916.0,162.0,552.0,164.0,4.9107,222000.0,<1H OCEAN --118.14,33.91,36.0,1096.0,204.0,569.0,201.0,4.475,182300.0,<1H OCEAN --118.14,33.91,34.0,2011.0,472.0,1087.0,423.0,3.0465,187800.0,<1H OCEAN --118.1,33.91,40.0,513.0,100.0,399.0,99.0,4.875,167600.0,<1H OCEAN --118.1,33.91,36.0,1080.0,201.0,719.0,201.0,4.2679,175800.0,<1H OCEAN --118.1,33.91,36.0,726.0,,490.0,130.0,3.6389,167600.0,<1H OCEAN --118.1,33.9,35.0,1151.0,248.0,809.0,246.0,4.7813,160000.0,<1H OCEAN --118.11,33.91,29.0,889.0,166.0,597.0,163.0,4.9609,186700.0,<1H OCEAN --118.11,33.91,22.0,1981.0,472.0,1231.0,457.0,4.0878,153700.0,<1H OCEAN --118.1,33.91,29.0,505.0,113.0,411.0,113.0,2.6397,164400.0,<1H OCEAN --118.09,33.91,14.0,2369.0,604.0,1546.0,464.0,3.7969,159400.0,<1H OCEAN --118.09,33.91,34.0,1582.0,343.0,1356.0,324.0,3.4211,141100.0,<1H OCEAN --118.09,33.91,36.0,1442.0,271.0,990.0,268.0,4.0517,162200.0,<1H OCEAN --118.09,33.92,35.0,1994.0,419.0,1491.0,428.0,3.7383,166200.0,<1H OCEAN --118.1,33.91,35.0,1592.0,335.0,1238.0,320.0,4.9732,165000.0,<1H OCEAN --118.08,33.91,36.0,1551.0,297.0,1100.0,322.0,5.1187,168100.0,<1H OCEAN --118.08,33.91,30.0,1366.0,460.0,920.0,410.0,0.9946,159900.0,<1H OCEAN --118.09,33.9,36.0,1215.0,279.0,862.0,285.0,3.7604,158700.0,<1H OCEAN --118.09,33.9,37.0,1112.0,222.0,771.0,224.0,4.2132,164600.0,<1H OCEAN --118.1,33.91,35.0,1653.0,325.0,1072.0,301.0,3.2708,159700.0,<1H OCEAN --118.08,33.91,30.0,3259.0,942.0,2744.0,895.0,2.8608,165600.0,<1H OCEAN --118.07,33.91,29.0,2387.0,570.0,1978.0,548.0,3.1957,159200.0,<1H OCEAN --118.08,33.91,18.0,1573.0,396.0,1200.0,365.0,2.895,146900.0,<1H OCEAN --118.06,33.91,24.0,4880.0,1044.0,4516.0,1050.0,4.1387,157700.0,<1H OCEAN --118.06,33.91,21.0,2863.0,701.0,1489.0,621.0,3.2031,180700.0,<1H OCEAN --118.06,33.91,36.0,1360.0,271.0,909.0,275.0,4.6731,173300.0,<1H OCEAN --118.07,33.91,35.0,2228.0,463.0,1558.0,427.0,4.023,157700.0,<1H OCEAN --118.05,33.9,41.0,550.0,129.0,642.0,125.0,1.875,119900.0,<1H OCEAN --118.05,33.9,36.0,1047.0,227.0,975.0,239.0,3.1897,155000.0,<1H OCEAN --118.06,33.9,37.0,1161.0,254.0,882.0,236.0,4.4167,158000.0,<1H OCEAN --118.06,33.89,26.0,2483.0,412.0,1538.0,449.0,5.1104,220500.0,<1H OCEAN --118.07,33.89,29.0,1138.0,217.0,964.0,222.0,4.537,185300.0,<1H OCEAN --118.07,33.89,17.0,2223.0,544.0,2008.0,512.0,3.0777,160800.0,<1H OCEAN --118.07,33.89,35.0,1145.0,274.0,1651.0,265.0,3.125,120300.0,<1H OCEAN --118.08,33.89,28.0,1035.0,275.0,1545.0,269.0,3.0357,123400.0,<1H OCEAN --118.08,33.89,35.0,1071.0,290.0,1412.0,274.0,3.1917,114900.0,<1H OCEAN --118.08,33.89,37.0,1152.0,259.0,981.0,225.0,3.2857,153600.0,<1H OCEAN --118.07,33.9,39.0,2502.0,546.0,1849.0,518.0,3.8846,164100.0,<1H OCEAN --118.07,33.9,42.0,1007.0,224.0,776.0,228.0,3.8672,162700.0,<1H OCEAN --118.07,33.9,45.0,1776.0,353.0,1180.0,337.0,4.6406,169200.0,<1H OCEAN --118.08,33.9,44.0,1167.0,237.0,733.0,237.0,4.2083,168300.0,<1H OCEAN --118.08,33.9,42.0,1768.0,372.0,1155.0,368.0,3.558,161100.0,<1H OCEAN --118.09,33.9,37.0,1147.0,258.0,742.0,242.0,4.0461,153500.0,<1H OCEAN --118.09,33.9,33.0,3326.0,720.0,2533.0,689.0,3.1441,176300.0,<1H OCEAN --118.1,33.9,43.0,1237.0,243.0,776.0,246.0,4.325,166000.0,<1H OCEAN --118.1,33.9,40.0,1880.0,377.0,1229.0,378.0,4.4167,174600.0,<1H OCEAN --118.08,33.89,41.0,834.0,166.0,603.0,179.0,3.7321,167500.0,<1H OCEAN --118.09,33.89,42.0,1150.0,215.0,708.0,204.0,3.6875,171500.0,<1H OCEAN --118.09,33.89,42.0,991.0,,717.0,219.0,4.0926,164400.0,<1H OCEAN --118.09,33.89,27.0,3399.0,882.0,2465.0,811.0,3.099,166600.0,<1H OCEAN --118.1,33.89,34.0,2242.0,436.0,1483.0,443.0,4.4934,185600.0,<1H OCEAN --118.1,33.9,37.0,1061.0,202.0,768.0,206.0,4.75,161900.0,<1H OCEAN --118.1,33.9,37.0,796.0,175.0,740.0,183.0,3.6,156400.0,<1H OCEAN --118.1,33.89,36.0,769.0,142.0,498.0,137.0,4.7159,182100.0,<1H OCEAN --118.1,33.89,35.0,994.0,203.0,602.0,185.0,3.5865,178000.0,<1H OCEAN --118.11,33.9,35.0,2604.0,495.0,1465.0,470.0,4.4896,184600.0,<1H OCEAN --118.11,33.9,26.0,4173.0,893.0,2471.0,863.0,3.5052,196000.0,<1H OCEAN --118.11,33.89,35.0,1139.0,197.0,772.0,233.0,4.375,204700.0,<1H OCEAN --118.11,33.88,35.0,1623.0,304.0,868.0,272.0,3.5893,276000.0,<1H OCEAN --118.11,33.89,34.0,2508.0,594.0,1549.0,545.0,3.2069,236500.0,<1H OCEAN --118.11,33.9,35.0,1323.0,269.0,1084.0,240.0,5.0753,178000.0,<1H OCEAN --118.11,33.9,36.0,1347.0,278.0,748.0,278.0,5.1423,183100.0,<1H OCEAN --118.11,33.91,36.0,1088.0,231.0,617.0,211.0,3.8824,193100.0,<1H OCEAN --118.12,33.91,36.0,1432.0,265.0,749.0,261.0,3.5772,207400.0,<1H OCEAN --118.12,33.91,36.0,2053.0,386.0,1023.0,394.0,3.0,216600.0,<1H OCEAN --118.13,33.9,38.0,1475.0,269.0,827.0,265.0,4.7663,191600.0,<1H OCEAN --118.13,33.91,36.0,1967.0,316.0,910.0,306.0,4.4948,190600.0,<1H OCEAN --118.14,33.91,37.0,932.0,171.0,578.0,175.0,4.375,177600.0,<1H OCEAN --118.14,33.9,26.0,2145.0,471.0,1150.0,429.0,3.5972,225800.0,<1H OCEAN --118.14,33.91,34.0,1766.0,410.0,974.0,404.0,3.0703,180800.0,<1H OCEAN --118.14,33.91,32.0,1981.0,472.0,1371.0,431.0,3.1204,204200.0,<1H OCEAN --118.15,33.91,35.0,1590.0,350.0,1299.0,335.0,4.0313,163200.0,<1H OCEAN --118.15,33.91,38.0,901.0,205.0,760.0,208.0,2.9643,147400.0,<1H OCEAN --118.15,33.9,20.0,2850.0,737.0,1855.0,662.0,2.809,144600.0,<1H OCEAN --118.16,33.9,28.0,2410.0,616.0,2399.0,594.0,2.7339,156700.0,<1H OCEAN --118.16,33.91,28.0,2922.0,739.0,3013.0,673.0,2.9531,127100.0,<1H OCEAN --118.16,33.91,35.0,1403.0,338.0,1415.0,367.0,3.0967,144000.0,<1H OCEAN --118.15,33.91,35.0,574.0,116.0,610.0,147.0,3.3182,133300.0,<1H OCEAN --118.15,33.91,25.0,2053.0,578.0,1721.0,507.0,2.3456,146100.0,<1H OCEAN --118.16,33.91,6.0,3445.0,847.0,2467.0,712.0,3.1507,144000.0,<1H OCEAN --118.17,33.9,12.0,3653.0,993.0,3215.0,854.0,2.8681,114200.0,<1H OCEAN --118.17,33.91,42.0,856.0,167.0,748.0,195.0,3.8,145800.0,<1H OCEAN --118.17,33.91,37.0,1499.0,288.0,1237.0,344.0,3.9333,162300.0,<1H OCEAN --118.18,33.9,25.0,1709.0,442.0,1177.0,410.0,2.4333,155000.0,<1H OCEAN --118.18,33.9,32.0,1452.0,365.0,1888.0,366.0,3.5461,146400.0,<1H OCEAN --118.18,33.9,32.0,778.0,227.0,933.0,209.0,2.7292,143800.0,<1H OCEAN --118.18,33.9,31.0,2536.0,603.0,2625.0,576.0,3.0909,150900.0,<1H OCEAN --118.18,33.9,34.0,1248.0,320.0,1960.0,338.0,3.1012,140400.0,<1H OCEAN --118.16,33.89,38.0,483.0,113.0,389.0,108.0,2.1859,143800.0,<1H OCEAN --118.16,33.89,6.0,1655.0,536.0,1201.0,487.0,1.7344,145800.0,<1H OCEAN --118.17,33.89,52.0,63.0,12.0,47.0,8.0,7.2423,350000.0,<1H OCEAN --118.17,33.89,11.0,3605.0,880.0,3637.0,873.0,2.6328,160700.0,<1H OCEAN --118.18,33.89,25.0,5896.0,1464.0,4149.0,1362.0,2.6742,131900.0,<1H OCEAN --118.15,33.89,30.0,4426.0,995.0,4196.0,921.0,3.274,148300.0,<1H OCEAN --118.15,33.88,24.0,4232.0,1092.0,2688.0,1035.0,2.52,146000.0,<1H OCEAN --118.15,33.89,33.0,2848.0,641.0,2319.0,647.0,3.407,190800.0,<1H OCEAN --118.16,33.89,46.0,940.0,219.0,599.0,214.0,3.2813,190900.0,<1H OCEAN --118.16,33.88,30.0,1694.0,398.0,1181.0,383.0,2.9779,169500.0,<1H OCEAN --118.13,33.9,36.0,1814.0,350.0,886.0,347.0,3.4868,208400.0,<1H OCEAN --118.13,33.89,33.0,3668.0,867.0,2368.0,845.0,2.8906,204900.0,<1H OCEAN --118.14,33.89,33.0,2867.0,786.0,1774.0,705.0,2.9292,183400.0,<1H OCEAN --118.13,33.89,36.0,599.0,125.0,361.0,139.0,5.0395,225800.0,<1H OCEAN --118.13,33.9,36.0,1477.0,305.0,788.0,291.0,3.625,195800.0,<1H OCEAN --118.14,33.9,39.0,1379.0,282.0,883.0,291.0,3.3375,180100.0,<1H OCEAN --118.13,33.9,35.0,1458.0,261.0,686.0,236.0,3.9038,202700.0,<1H OCEAN --118.12,33.9,35.0,3478.0,730.0,1885.0,673.0,2.9375,206500.0,<1H OCEAN --118.12,33.89,22.0,6876.0,1960.0,5162.0,1879.0,2.9293,170800.0,<1H OCEAN --118.12,33.89,29.0,2666.0,848.0,2030.0,781.0,2.5432,180900.0,<1H OCEAN --118.12,33.9,38.0,1222.0,282.0,756.0,256.0,4.125,173900.0,<1H OCEAN --118.12,33.88,25.0,1768.0,559.0,983.0,488.0,2.6184,243800.0,<1H OCEAN --118.12,33.88,40.0,2344.0,571.0,1305.0,544.0,3.1923,191900.0,<1H OCEAN --118.13,33.88,32.0,3088.0,1024.0,1981.0,956.0,2.2027,192700.0,<1H OCEAN --118.13,33.89,29.0,2823.0,737.0,1723.0,678.0,2.7121,165500.0,<1H OCEAN --118.14,33.89,37.0,1159.0,238.0,740.0,243.0,4.9107,179600.0,<1H OCEAN --118.14,33.89,39.0,1744.0,339.0,1048.0,330.0,4.5735,195500.0,<1H OCEAN --118.14,33.88,30.0,2596.0,580.0,1662.0,539.0,4.0507,179500.0,<1H OCEAN --118.14,33.89,33.0,1250.0,276.0,866.0,268.0,4.1708,175000.0,<1H OCEAN --118.14,33.88,41.0,1531.0,343.0,1119.0,341.0,4.3646,161400.0,<1H OCEAN --118.14,33.88,24.0,3305.0,982.0,2085.0,881.0,2.6641,168200.0,<1H OCEAN --118.15,33.87,29.0,2690.0,659.0,1747.0,617.0,3.3713,198200.0,<1H OCEAN --118.11,33.88,19.0,3203.0,708.0,1761.0,667.0,4.0911,239700.0,<1H OCEAN --118.11,33.87,33.0,1379.0,254.0,795.0,297.0,4.6713,231800.0,<1H OCEAN --118.11,33.87,15.0,3254.0,598.0,1772.0,618.0,5.0417,240800.0,<1H OCEAN --118.12,33.87,21.0,3764.0,1081.0,1919.0,977.0,2.5057,156300.0,<1H OCEAN --118.12,33.88,36.0,1083.0,218.0,557.0,210.0,3.0795,218400.0,<1H OCEAN --118.13,33.88,32.0,1788.0,459.0,1131.0,461.0,3.5278,166100.0,<1H OCEAN --118.13,33.87,20.0,3638.0,868.0,2326.0,822.0,3.3304,194600.0,<1H OCEAN --118.14,33.87,21.0,6618.0,1773.0,4396.0,1649.0,3.0989,171400.0,<1H OCEAN --118.04,33.88,17.0,4807.0,838.0,3059.0,853.0,5.7619,297300.0,<1H OCEAN --118.04,33.87,17.0,2358.0,396.0,1387.0,364.0,6.299,285800.0,<1H OCEAN --118.06,33.88,17.0,7187.0,1073.0,3844.0,1068.0,6.5901,337400.0,<1H OCEAN --118.05,33.87,18.0,4928.0,773.0,2952.0,754.0,5.8855,313800.0,<1H OCEAN --118.07,33.88,16.0,4934.0,825.0,2668.0,810.0,5.748,284200.0,<1H OCEAN --118.07,33.88,17.0,2407.0,539.0,1422.0,524.0,4.2619,139700.0,<1H OCEAN --118.07,33.88,18.0,2436.0,375.0,1303.0,386.0,6.1968,344700.0,<1H OCEAN --118.07,33.87,18.0,3405.0,556.0,1945.0,509.0,5.7652,299100.0,<1H OCEAN --118.08,33.86,17.0,2259.0,383.0,1378.0,386.0,5.8733,287000.0,<1H OCEAN --118.08,33.85,19.0,4261.0,678.0,2621.0,661.0,6.2427,288700.0,<1H OCEAN --118.07,33.86,17.0,3666.0,562.0,2104.0,579.0,5.6818,338900.0,<1H OCEAN --118.07,33.85,16.0,3771.0,606.0,2196.0,564.0,7.0113,319700.0,<1H OCEAN --118.06,33.86,16.0,5603.0,938.0,3045.0,893.0,5.0778,293700.0,<1H OCEAN --118.05,33.86,16.0,2851.0,626.0,1985.0,603.0,5.4089,265600.0,<1H OCEAN --118.03,33.87,16.0,2306.0,393.0,1368.0,387.0,5.93,277600.0,<1H OCEAN --118.04,33.87,18.0,4626.0,822.0,2794.0,763.0,5.6917,275100.0,<1H OCEAN --118.04,33.86,21.0,2870.0,437.0,1671.0,470.0,7.2628,322700.0,<1H OCEAN --118.05,33.86,16.0,2676.0,391.0,1377.0,395.0,6.5513,350400.0,<1H OCEAN --118.06,33.85,16.0,4851.0,726.0,2527.0,704.0,6.0142,437400.0,<1H OCEAN --118.1,33.88,18.0,8046.0,1221.0,4276.0,1228.0,6.5515,319600.0,<1H OCEAN --118.1,33.86,21.0,3052.0,624.0,1588.0,568.0,4.3397,268100.0,<1H OCEAN --118.09,33.85,19.0,8120.0,1371.0,5026.0,1345.0,6.3093,286500.0,<1H OCEAN --118.1,33.85,19.0,993.0,174.0,572.0,175.0,5.7039,277600.0,<1H OCEAN --118.08,33.88,27.0,3065.0,736.0,1840.0,719.0,3.6417,208100.0,<1H OCEAN --118.09,33.88,27.0,3119.0,635.0,1887.0,567.0,3.8654,195300.0,<1H OCEAN --118.07,33.89,32.0,1819.0,386.0,1679.0,360.0,3.5562,146000.0,<1H OCEAN --118.08,33.89,33.0,2131.0,435.0,2045.0,426.0,4.0,145700.0,<1H OCEAN --118.08,33.88,27.0,923.0,186.0,1014.0,204.0,3.825,159500.0,<1H OCEAN --118.08,33.88,30.0,1901.0,519.0,2685.0,496.0,3.2639,120100.0,<1H OCEAN --118.08,33.88,26.0,1507.0,270.0,931.0,275.0,5.1645,244900.0,<1H OCEAN --118.08,33.87,23.0,2536.0,552.0,2012.0,556.0,4.1406,200800.0,<1H OCEAN --118.07,33.87,28.0,2399.0,436.0,1613.0,429.0,3.6339,220100.0,<1H OCEAN --118.09,33.87,31.0,3498.0,728.0,2098.0,697.0,3.9837,246000.0,<1H OCEAN --118.07,33.86,31.0,2943.0,518.0,1703.0,472.0,3.7091,225900.0,<1H OCEAN --118.07,33.86,28.0,1789.0,352.0,1347.0,330.0,3.425,189700.0,<1H OCEAN --118.08,33.86,26.0,778.0,173.0,539.0,186.0,3.2679,236500.0,<1H OCEAN --118.08,33.86,29.0,3260.0,783.0,1969.0,737.0,3.5268,215500.0,<1H OCEAN --118.08,33.86,29.0,1018.0,235.0,684.0,248.0,3.3333,198800.0,<1H OCEAN --118.08,33.84,31.0,2377.0,600.0,2042.0,593.0,3.625,170400.0,<1H OCEAN --118.08,33.84,31.0,2906.0,578.0,1806.0,553.0,4.8448,194600.0,<1H OCEAN --118.09,33.84,23.0,4412.0,910.0,2380.0,825.0,4.54,213100.0,<1H OCEAN --118.09,33.84,27.0,1594.0,295.0,1061.0,320.0,4.7917,217700.0,<1H OCEAN --118.08,33.85,22.0,1055.0,204.0,682.0,216.0,6.0,191300.0,<1H OCEAN --118.08,33.84,28.0,4216.0,948.0,2997.0,896.0,3.7961,162700.0,<1H OCEAN --118.08,33.84,25.0,3696.0,953.0,2827.0,860.0,3.3438,153300.0,<1H OCEAN --118.06,33.84,26.0,6960.0,1454.0,4367.0,1437.0,4.7953,210900.0,<1H OCEAN --118.06,33.84,20.0,5643.0,1231.0,3841.0,1195.0,4.0542,168400.0,<1H OCEAN --118.07,33.82,27.0,3481.0,576.0,1660.0,560.0,5.7965,228200.0,<1H OCEAN --118.08,33.82,26.0,4259.0,588.0,1644.0,581.0,6.2519,345700.0,<1H OCEAN --118.08,33.83,30.0,2188.0,556.0,2727.0,525.0,2.7759,136800.0,<1H OCEAN --118.08,33.82,30.0,2636.0,652.0,3412.0,649.0,2.8095,118300.0,<1H OCEAN --118.07,33.83,17.0,4822.0,1168.0,3868.0,1117.0,2.5978,142900.0,<1H OCEAN --118.11,33.86,33.0,2389.0,410.0,1229.0,393.0,5.3889,234900.0,<1H OCEAN --118.11,33.86,35.0,1255.0,252.0,685.0,279.0,4.2,226900.0,<1H OCEAN --118.12,33.86,44.0,2663.0,511.0,1277.0,462.0,4.3194,199500.0,<1H OCEAN --118.12,33.87,43.0,1633.0,355.0,837.0,350.0,3.0405,188000.0,<1H OCEAN --118.13,33.87,45.0,1606.0,300.0,735.0,295.0,4.6765,198400.0,<1H OCEAN --118.13,33.86,45.0,1320.0,256.0,645.0,256.0,4.4,209500.0,<1H OCEAN --118.13,33.86,45.0,1866.0,343.0,919.0,344.0,3.5833,200200.0,<1H OCEAN --118.14,33.87,44.0,1661.0,315.0,985.0,319.0,4.3942,219500.0,<1H OCEAN --118.14,33.86,43.0,2104.0,382.0,1071.0,396.0,5.0,208900.0,<1H OCEAN --118.14,33.86,44.0,1436.0,257.0,745.0,233.0,4.625,213400.0,<1H OCEAN --118.14,33.86,44.0,1276.0,234.0,538.0,213.0,4.8667,218300.0,<1H OCEAN --118.14,33.87,44.0,1607.0,271.0,799.0,283.0,5.084,214100.0,<1H OCEAN --118.15,33.86,36.0,1578.0,312.0,827.0,311.0,4.8942,194100.0,<1H OCEAN --118.15,33.86,34.0,2403.0,413.0,1385.0,386.0,4.4934,213800.0,<1H OCEAN --118.16,33.88,33.0,2180.0,522.0,1634.0,467.0,3.0114,167000.0,<1H OCEAN --118.15,33.87,33.0,2373.0,552.0,1673.0,571.0,3.0685,181800.0,<1H OCEAN --118.16,33.87,32.0,1854.0,471.0,1363.0,478.0,2.6406,156700.0,<1H OCEAN --118.16,33.88,18.0,2287.0,662.0,1804.0,537.0,1.9903,170300.0,<1H OCEAN --118.17,33.88,29.0,815.0,206.0,590.0,183.0,3.0052,166700.0,<1H OCEAN --118.17,33.88,42.0,1645.0,371.0,1161.0,351.0,3.0893,162700.0,<1H OCEAN --118.18,33.88,47.0,882.0,185.0,536.0,174.0,4.625,163000.0,<1H OCEAN --118.18,33.88,44.0,1308.0,267.0,783.0,237.0,4.7361,167700.0,<1H OCEAN --118.18,33.88,42.0,2326.0,503.0,1832.0,501.0,3.1713,161000.0,<1H OCEAN --118.19,33.87,27.0,4701.0,1359.0,2571.0,1216.0,2.5417,184100.0,<1H OCEAN --118.19,33.87,35.0,1769.0,436.0,1166.0,386.0,2.875,178300.0,<1H OCEAN --118.19,33.86,42.0,1999.0,431.0,1060.0,399.0,3.7031,167100.0,<1H OCEAN --118.19,33.86,46.0,1824.0,438.0,1200.0,451.0,3.4375,156700.0,<1H OCEAN --118.19,33.86,38.0,2009.0,524.0,1449.0,451.0,2.7045,155400.0,<1H OCEAN --118.19,33.86,35.0,1133.0,296.0,774.0,271.0,2.2381,137500.0,<1H OCEAN --118.19,33.86,36.0,2013.0,546.0,1659.0,522.0,3.1215,153600.0,<1H OCEAN --118.2,33.86,27.0,2732.0,867.0,1690.0,794.0,2.6465,160200.0,<1H OCEAN --118.19,33.87,42.0,1213.0,269.0,628.0,229.0,3.6987,152100.0,<1H OCEAN --118.2,33.88,40.0,1699.0,346.0,1188.0,329.0,4.2083,147300.0,<1H OCEAN --118.2,33.88,40.0,2945.0,725.0,2858.0,690.0,3.2368,136900.0,<1H OCEAN --118.21,33.88,31.0,1332.0,417.0,1405.0,363.0,2.0125,143000.0,<1H OCEAN --118.21,33.88,32.0,1507.0,379.0,1082.0,350.0,3.225,138200.0,<1H OCEAN --118.2,33.87,26.0,703.0,202.0,757.0,212.0,2.525,155500.0,<1H OCEAN --118.2,33.87,42.0,1482.0,310.0,1052.0,317.0,3.9469,158200.0,<1H OCEAN --118.2,33.87,36.0,1554.0,273.0,974.0,264.0,4.2135,161400.0,<1H OCEAN --118.17,33.87,40.0,2462.0,587.0,1821.0,536.0,3.5646,162600.0,<1H OCEAN --118.17,33.86,44.0,1701.0,396.0,1091.0,384.0,3.025,162300.0,<1H OCEAN --118.17,33.87,49.0,1937.0,445.0,1339.0,440.0,3.0319,162800.0,<1H OCEAN --118.17,33.87,48.0,2258.0,509.0,1395.0,492.0,3.765,164800.0,<1H OCEAN --118.17,33.87,45.0,2110.0,494.0,1404.0,454.0,2.9803,165900.0,<1H OCEAN --118.18,33.87,44.0,2137.0,461.0,1126.0,439.0,3.4408,172900.0,<1H OCEAN --118.18,33.87,44.0,1832.0,401.0,1056.0,405.0,4.0658,175100.0,<1H OCEAN --118.18,33.87,38.0,2664.0,626.0,1627.0,604.0,3.7527,161900.0,<1H OCEAN --118.16,33.86,26.0,6607.0,1663.0,4066.0,1558.0,2.5068,156300.0,<1H OCEAN --118.17,33.86,10.0,1664.0,508.0,1369.0,493.0,2.9886,175000.0,<1H OCEAN --118.17,33.85,39.0,2247.0,526.0,1670.0,525.0,3.07,173000.0,<1H OCEAN --118.18,33.85,38.0,3596.0,862.0,2416.0,832.0,3.6897,169800.0,<1H OCEAN --118.18,33.86,43.0,2752.0,645.0,1674.0,614.0,3.6719,161300.0,<1H OCEAN --118.18,33.86,39.0,2925.0,732.0,1702.0,642.0,2.375,160800.0,<1H OCEAN --118.17,33.86,40.0,1301.0,342.0,954.0,336.0,2.3804,158000.0,<1H OCEAN --118.14,33.86,37.0,1404.0,257.0,652.0,258.0,4.2062,195400.0,<1H OCEAN --118.15,33.85,30.0,4071.0,1067.0,2144.0,970.0,2.7268,218100.0,<1H OCEAN --118.15,33.85,36.0,1435.0,249.0,606.0,234.0,4.1439,212600.0,<1H OCEAN --118.15,33.85,36.0,1491.0,259.0,699.0,266.0,4.0781,217300.0,<1H OCEAN --118.15,33.86,32.0,2630.0,559.0,1069.0,491.0,2.4659,209000.0,<1H OCEAN --118.16,33.85,36.0,2668.0,473.0,1315.0,478.0,4.0714,215600.0,<1H OCEAN --118.16,33.85,36.0,1979.0,339.0,952.0,339.0,4.0815,216200.0,<1H OCEAN --118.13,33.86,37.0,2259.0,425.0,1183.0,413.0,5.1805,201600.0,<1H OCEAN --118.13,33.85,36.0,2110.0,416.0,1128.0,403.0,4.6019,208400.0,<1H OCEAN --118.13,33.85,36.0,1885.0,391.0,1049.0,405.0,3.55,212800.0,<1H OCEAN --118.14,33.86,36.0,1774.0,348.0,934.0,333.0,4.8571,203300.0,<1H OCEAN --118.14,33.86,36.0,1703.0,325.0,845.0,308.0,5.0106,210800.0,<1H OCEAN --118.1,33.85,28.0,2825.0,470.0,1352.0,469.0,5.2639,242000.0,<1H OCEAN --118.1,33.85,36.0,1473.0,253.0,713.0,257.0,5.9493,228000.0,<1H OCEAN --118.1,33.85,36.0,956.0,159.0,416.0,157.0,4.6429,223700.0,<1H OCEAN --118.11,33.85,36.0,887.0,163.0,482.0,157.0,4.125,219500.0,<1H OCEAN --118.11,33.85,36.0,2418.0,389.0,1138.0,387.0,4.8393,216300.0,<1H OCEAN --118.11,33.86,36.0,2750.0,487.0,1386.0,458.0,4.9904,221700.0,<1H OCEAN --118.12,33.86,34.0,2116.0,427.0,972.0,396.0,4.8516,213600.0,<1H OCEAN --118.12,33.85,37.0,2584.0,453.0,1333.0,481.0,4.3661,219900.0,<1H OCEAN --118.12,33.85,37.0,2386.0,409.0,1101.0,399.0,4.6908,218200.0,<1H OCEAN --118.1,33.84,35.0,1790.0,269.0,924.0,263.0,5.296,226200.0,<1H OCEAN --118.1,33.84,36.0,1915.0,316.0,850.0,319.0,4.7222,225800.0,<1H OCEAN --118.1,33.83,37.0,2059.0,349.0,825.0,334.0,4.0603,225200.0,<1H OCEAN --118.11,33.83,36.0,1726.0,287.0,820.0,288.0,5.5767,218100.0,<1H OCEAN --118.1,33.84,36.0,1557.0,270.0,697.0,251.0,4.5417,219600.0,<1H OCEAN --118.1,33.84,36.0,2572.0,421.0,1318.0,434.0,5.1836,219700.0,<1H OCEAN --118.1,33.84,36.0,690.0,109.0,316.0,104.0,3.7813,209100.0,<1H OCEAN --118.11,33.84,37.0,1588.0,272.0,692.0,245.0,4.8594,220300.0,<1H OCEAN --118.11,33.84,36.0,1756.0,297.0,798.0,287.0,5.5581,218300.0,<1H OCEAN --118.12,33.84,37.0,2143.0,382.0,1047.0,377.0,4.4423,216000.0,<1H OCEAN --118.12,33.84,37.0,2706.0,462.0,1331.0,476.0,5.0719,220000.0,<1H OCEAN --118.11,33.84,36.0,1074.0,188.0,496.0,196.0,4.625,217400.0,<1H OCEAN --118.11,33.84,36.0,1523.0,263.0,717.0,278.0,4.875,218900.0,<1H OCEAN --118.11,33.83,36.0,1784.0,303.0,964.0,299.0,4.2703,220900.0,<1H OCEAN --118.12,33.83,44.0,1712.0,314.0,691.0,293.0,4.3594,221300.0,<1H OCEAN --118.12,33.84,37.0,1242.0,221.0,565.0,213.0,4.1094,215800.0,<1H OCEAN --118.11,33.84,36.0,1463.0,257.0,722.0,260.0,4.8438,226300.0,<1H OCEAN --118.13,33.84,35.0,3008.0,674.0,1584.0,671.0,3.5465,213200.0,<1H OCEAN --118.13,33.84,46.0,2439.0,429.0,944.0,374.0,4.2841,312400.0,<1H OCEAN --118.13,33.83,44.0,1710.0,333.0,786.0,344.0,4.2917,314700.0,<1H OCEAN --118.14,33.84,43.0,2107.0,439.0,876.0,429.0,3.2024,339400.0,<1H OCEAN --118.13,33.84,48.0,1895.0,294.0,881.0,293.0,6.3364,307400.0,<1H OCEAN --118.14,33.84,45.0,1908.0,361.0,890.0,342.0,4.575,336000.0,<1H OCEAN --118.14,33.84,44.0,3043.0,619.0,1316.0,607.0,4.4286,254900.0,<1H OCEAN --118.14,33.84,36.0,3002.0,484.0,1322.0,471.0,4.933,228900.0,<1H OCEAN --118.15,33.84,29.0,2448.0,354.0,894.0,349.0,7.6526,481300.0,<1H OCEAN --118.15,33.84,36.0,2987.0,491.0,1360.0,497.0,4.8013,224100.0,<1H OCEAN --118.15,33.84,37.0,1508.0,252.0,635.0,241.0,3.75,221300.0,<1H OCEAN --118.16,33.84,36.0,2444.0,432.0,1199.0,424.0,4.1538,218800.0,<1H OCEAN --118.16,33.84,36.0,1348.0,234.0,643.0,221.0,3.6447,211000.0,<1H OCEAN --118.16,33.84,36.0,2831.0,573.0,1462.0,569.0,3.8646,214600.0,<1H OCEAN --118.16,33.84,36.0,2220.0,367.0,1002.0,351.0,5.0719,219500.0,<1H OCEAN --118.17,33.85,37.0,3714.0,708.0,1956.0,694.0,4.2218,200500.0,<1H OCEAN --118.17,33.84,45.0,1533.0,331.0,791.0,335.0,3.4605,186600.0,<1H OCEAN --118.17,33.84,29.0,4716.0,1372.0,2515.0,1272.0,2.726,208700.0,<1H OCEAN --118.17,33.84,45.0,1853.0,328.0,945.0,320.0,5.0787,219200.0,<1H OCEAN --118.17,33.83,45.0,2019.0,363.0,880.0,339.0,4.1023,217300.0,NEAR OCEAN --118.18,33.85,40.0,2597.0,582.0,1285.0,559.0,3.975,213800.0,<1H OCEAN --118.18,33.84,35.0,1415.0,294.0,591.0,291.0,2.9798,315600.0,NEAR OCEAN --118.19,33.84,44.0,2731.0,577.0,1396.0,555.0,4.1771,219100.0,NEAR OCEAN --118.19,33.84,24.0,1228.0,320.0,537.0,273.0,2.25,192000.0,NEAR OCEAN --118.18,33.85,30.0,2548.0,717.0,2086.0,700.0,0.7007,134400.0,<1H OCEAN --118.18,33.85,44.0,1890.0,465.0,1378.0,430.0,3.8819,143200.0,<1H OCEAN --118.19,33.85,30.0,3533.0,1061.0,2678.0,1033.0,2.2417,151900.0,NEAR OCEAN --118.19,33.85,49.0,1073.0,260.0,725.0,272.0,3.8026,149700.0,NEAR OCEAN --118.19,33.85,45.0,1167.0,302.0,773.0,287.0,3.2798,150300.0,NEAR OCEAN --118.2,33.85,33.0,2557.0,731.0,2286.0,700.0,2.3041,149100.0,<1H OCEAN --118.2,33.85,46.0,1854.0,462.0,1360.0,429.0,2.4844,158200.0,<1H OCEAN --118.2,33.84,35.0,3405.0,779.0,1953.0,671.0,2.7813,159200.0,NEAR OCEAN --118.2,33.83,35.0,3737.0,613.0,1305.0,583.0,7.2096,490300.0,NEAR OCEAN --118.19,33.83,43.0,2641.0,411.0,1011.0,444.0,6.4468,444200.0,NEAR OCEAN --118.19,33.83,42.0,1773.0,360.0,815.0,299.0,4.9,406300.0,NEAR OCEAN --118.17,33.83,45.0,1808.0,315.0,800.0,302.0,4.8693,277700.0,NEAR OCEAN --118.17,33.83,46.0,1362.0,214.0,531.0,222.0,4.3125,290500.0,NEAR OCEAN --118.18,33.83,44.0,1497.0,277.0,542.0,274.0,5.0052,321800.0,NEAR OCEAN --118.18,33.83,45.0,1535.0,274.0,591.0,276.0,4.2411,371700.0,NEAR OCEAN --118.18,33.83,39.0,3622.0,745.0,1330.0,648.0,3.3125,425500.0,NEAR OCEAN --118.18,33.84,43.0,2561.0,544.0,1063.0,537.0,3.835,418600.0,NEAR OCEAN --118.17,33.82,50.0,3587.0,693.0,1513.0,651.0,5.5106,252200.0,NEAR OCEAN --118.17,33.82,52.0,2539.0,497.0,1152.0,488.0,4.1354,268200.0,NEAR OCEAN --118.18,33.83,52.0,2569.0,484.0,1030.0,451.0,4.1301,268400.0,NEAR OCEAN --118.18,33.82,52.0,2618.0,472.0,943.0,440.0,3.7895,254000.0,NEAR OCEAN --118.18,33.82,43.0,284.0,65.0,167.0,68.0,4.25,207500.0,NEAR OCEAN --118.19,33.83,30.0,2246.0,552.0,1032.0,548.0,3.5871,347100.0,NEAR OCEAN --118.19,33.82,19.0,2953.0,895.0,1914.0,855.0,3.5521,290000.0,NEAR OCEAN --118.2,33.82,21.0,2251.0,452.0,913.0,420.0,4.6042,272200.0,NEAR OCEAN --118.2,33.82,43.0,1758.0,347.0,954.0,312.0,5.2606,198900.0,NEAR OCEAN --118.19,33.82,11.0,872.0,203.0,422.0,221.0,4.6364,156300.0,NEAR OCEAN --118.19,33.81,21.0,1835.0,427.0,1038.0,384.0,4.4559,198500.0,NEAR OCEAN --118.2,33.81,43.0,3013.0,574.0,1525.0,529.0,4.95,194000.0,NEAR OCEAN --118.2,33.82,34.0,2807.0,768.0,2217.0,744.0,2.4286,204800.0,NEAR OCEAN --118.19,33.81,23.0,954.0,390.0,804.0,373.0,2.5833,181300.0,NEAR OCEAN --118.2,33.81,45.0,944.0,178.0,533.0,193.0,3.4808,206900.0,NEAR OCEAN --118.2,33.81,46.0,1388.0,254.0,742.0,241.0,4.6458,212100.0,NEAR OCEAN --118.2,33.81,47.0,2347.0,437.0,1219.0,420.0,5.3096,209900.0,NEAR OCEAN --118.21,33.82,34.0,1719.0,398.0,1444.0,372.0,2.8438,139300.0,NEAR OCEAN --118.21,33.81,43.0,905.0,199.0,764.0,204.0,3.3214,162200.0,NEAR OCEAN --118.21,33.81,40.0,1815.0,428.0,1807.0,413.0,3.0882,160700.0,NEAR OCEAN --118.21,33.82,33.0,1278.0,311.0,1157.0,320.0,3.5054,146800.0,NEAR OCEAN --118.22,33.82,30.0,1680.0,469.0,1779.0,429.0,3.6086,146300.0,NEAR OCEAN --118.21,33.82,45.0,455.0,92.0,394.0,89.0,4.9562,165700.0,NEAR OCEAN --118.21,33.82,43.0,1005.0,199.0,723.0,191.0,4.3424,162500.0,NEAR OCEAN --118.22,33.82,17.0,5357.0,1332.0,3030.0,1266.0,1.9311,138100.0,NEAR OCEAN --118.21,33.81,45.0,1693.0,337.0,1255.0,333.0,3.6923,159700.0,NEAR OCEAN --118.21,33.81,45.0,1816.0,398.0,1524.0,388.0,3.8586,157900.0,NEAR OCEAN --118.22,33.81,38.0,1486.0,359.0,1345.0,326.0,3.3988,147800.0,NEAR OCEAN --118.22,33.81,41.0,726.0,166.0,602.0,183.0,3.7885,156900.0,NEAR OCEAN --118.21,33.8,45.0,1160.0,274.0,1095.0,269.0,2.7308,139000.0,NEAR OCEAN --118.21,33.8,41.0,1251.0,279.0,1053.0,278.0,3.2778,150800.0,NEAR OCEAN --118.22,33.8,36.0,1285.0,347.0,1291.0,337.0,3.7708,157100.0,NEAR OCEAN --118.22,33.8,33.0,1984.0,477.0,1764.0,440.0,3.875,165100.0,NEAR OCEAN --118.22,33.79,28.0,3008.0,629.0,2537.0,596.0,2.3,137500.0,NEAR OCEAN --118.21,33.79,39.0,1598.0,458.0,1691.0,399.0,2.3605,141800.0,NEAR OCEAN --118.21,33.79,32.0,2020.0,613.0,2557.0,562.0,2.1397,145300.0,NEAR OCEAN --118.21,33.8,44.0,1387.0,280.0,984.0,302.0,4.25,143100.0,NEAR OCEAN --118.19,33.8,38.0,2010.0,595.0,1535.0,525.0,1.9848,160400.0,NEAR OCEAN --118.19,33.79,29.0,3497.0,1096.0,2994.0,919.0,1.8109,137500.0,NEAR OCEAN --118.2,33.79,47.0,767.0,195.0,569.0,195.0,2.9514,185200.0,NEAR OCEAN --118.2,33.79,48.0,2105.0,592.0,1807.0,539.0,2.7183,190400.0,NEAR OCEAN --118.2,33.79,47.0,2549.0,626.0,1388.0,606.0,3.0135,192700.0,NEAR OCEAN --118.2,33.8,52.0,1786.0,445.0,1090.0,430.0,2.8988,194900.0,NEAR OCEAN --118.19,33.8,41.0,2125.0,591.0,1604.0,555.0,2.9943,190600.0,NEAR OCEAN --118.2,33.8,42.0,4577.0,1146.0,2749.0,1094.0,2.5012,197500.0,NEAR OCEAN --118.2,33.8,45.0,2456.0,495.0,1300.0,450.0,3.9792,210200.0,NEAR OCEAN --118.2,33.8,52.0,1009.0,216.0,614.0,231.0,4.0074,200800.0,NEAR OCEAN --118.18,33.8,42.0,2301.0,621.0,2114.0,561.0,2.0579,132700.0,NEAR OCEAN --118.19,33.8,36.0,2326.0,729.0,2635.0,657.0,2.1985,141800.0,NEAR OCEAN --118.18,33.79,42.0,1571.0,435.0,1631.0,417.0,1.6384,128000.0,NEAR OCEAN --118.19,33.79,41.0,2114.0,612.0,2357.0,529.0,1.7938,142600.0,NEAR OCEAN --118.19,33.79,43.0,1823.0,600.0,2339.0,560.0,1.6792,130600.0,NEAR OCEAN --118.18,33.8,30.0,2734.0,758.0,2951.0,691.0,1.7689,117600.0,NEAR OCEAN --118.17,33.79,36.0,948.0,303.0,1042.0,301.0,1.55,100000.0,NEAR OCEAN --118.18,33.82,43.0,2210.0,469.0,1042.0,418.0,3.5,216700.0,NEAR OCEAN --118.18,33.81,27.0,471.0,132.0,315.0,96.0,1.75,154200.0,NEAR OCEAN --118.16,33.8,9.0,3564.0,835.0,1530.0,807.0,5.1806,175000.0,NEAR OCEAN --118.16,33.79,25.0,5463.0,1265.0,3010.0,1179.0,3.233,199100.0,NEAR OCEAN --118.17,33.8,26.0,1589.0,380.0,883.0,366.0,3.5313,187500.0,NEAR OCEAN --118.18,33.8,15.0,2407.0,589.0,1591.0,506.0,3.0513,148100.0,NEAR OCEAN --118.12,33.83,45.0,1579.0,278.0,687.0,285.0,5.0424,225900.0,<1H OCEAN --118.12,33.83,45.0,1734.0,331.0,797.0,293.0,4.8917,222800.0,<1H OCEAN --118.12,33.82,43.0,1544.0,286.0,701.0,298.0,4.1375,226000.0,<1H OCEAN --118.12,33.82,42.0,1493.0,277.0,671.0,267.0,3.2794,224500.0,<1H OCEAN --118.13,33.82,44.0,1619.0,280.0,815.0,284.0,5.5449,232200.0,<1H OCEAN --118.13,33.82,44.0,1785.0,307.0,779.0,291.0,4.3056,228600.0,<1H OCEAN --118.13,33.83,45.0,3087.0,574.0,1474.0,567.0,5.5196,227600.0,<1H OCEAN --118.1,33.83,36.0,1408.0,250.0,702.0,251.0,4.875,222500.0,<1H OCEAN --118.11,33.83,36.0,1462.0,233.0,664.0,220.0,5.1171,225300.0,<1H OCEAN --118.11,33.82,36.0,1999.0,390.0,887.0,379.0,3.8162,221900.0,<1H OCEAN --118.11,33.82,36.0,1742.0,340.0,857.0,341.0,4.6875,218200.0,<1H OCEAN --118.11,33.83,37.0,1249.0,202.0,517.0,189.0,4.4196,223100.0,<1H OCEAN --118.11,33.83,36.0,1820.0,313.0,899.0,295.0,4.918,225200.0,<1H OCEAN --118.09,33.83,36.0,2734.0,448.0,1308.0,441.0,5.9265,227300.0,<1H OCEAN --118.1,33.82,36.0,2422.0,420.0,1193.0,421.0,4.8462,225700.0,<1H OCEAN --118.1,33.82,36.0,1930.0,354.0,915.0,328.0,5.2713,244400.0,<1H OCEAN --118.1,33.83,36.0,2000.0,343.0,956.0,352.0,5.3735,234400.0,<1H OCEAN --118.08,33.81,20.0,6295.0,937.0,2292.0,874.0,7.6084,402500.0,<1H OCEAN --118.09,33.82,36.0,2219.0,393.0,1042.0,396.0,5.2299,239800.0,<1H OCEAN --118.09,33.81,36.0,1878.0,323.0,846.0,325.0,7.1937,254400.0,<1H OCEAN --118.1,33.81,36.0,1111.0,184.0,444.0,177.0,3.7031,245300.0,<1H OCEAN --118.1,33.81,36.0,856.0,146.0,451.0,164.0,5.1993,246000.0,<1H OCEAN --118.11,33.81,36.0,1252.0,209.0,558.0,214.0,3.9722,235600.0,<1H OCEAN --118.11,33.82,37.0,1987.0,347.0,1095.0,357.0,4.3203,232800.0,<1H OCEAN --118.1,33.82,36.0,1946.0,346.0,871.0,336.0,5.2155,254800.0,<1H OCEAN --118.11,33.82,37.0,1756.0,345.0,836.0,335.0,4.375,218200.0,<1H OCEAN --118.12,33.81,36.0,2565.0,458.0,1155.0,443.0,4.6087,224600.0,<1H OCEAN --118.12,33.81,37.0,1798.0,331.0,860.0,340.0,4.2143,228500.0,<1H OCEAN --118.13,33.81,37.0,1013.0,199.0,493.0,183.0,4.7845,231400.0,<1H OCEAN --118.13,33.81,37.0,1228.0,237.0,572.0,242.0,4.325,223900.0,<1H OCEAN --118.13,33.82,37.0,1530.0,290.0,711.0,283.0,5.1795,225400.0,<1H OCEAN --118.13,33.82,36.0,665.0,114.0,273.0,112.0,3.7321,223700.0,<1H OCEAN --118.13,33.81,34.0,1903.0,343.0,928.0,349.0,5.395,241900.0,<1H OCEAN --118.13,33.81,36.0,1749.0,322.0,855.0,319.0,4.6473,227100.0,<1H OCEAN --118.13,33.8,36.0,1026.0,182.0,505.0,176.0,4.3438,233600.0,<1H OCEAN --118.13,33.8,36.0,1496.0,271.0,743.0,265.0,4.4312,226000.0,<1H OCEAN --118.13,33.8,41.0,1509.0,325.0,821.0,314.0,4.0893,223000.0,<1H OCEAN --118.15,33.8,44.0,1886.0,399.0,1167.0,372.0,3.1042,219800.0,NEAR OCEAN --118.12,33.81,36.0,1774.0,299.0,784.0,298.0,5.0447,249200.0,<1H OCEAN --118.12,33.81,36.0,1665.0,291.0,721.0,294.0,4.6875,250700.0,<1H OCEAN --118.12,33.8,35.0,1835.0,435.0,774.0,418.0,2.7092,256300.0,<1H OCEAN --118.12,33.8,36.0,1257.0,205.0,530.0,211.0,5.3701,251400.0,<1H OCEAN --118.11,33.8,36.0,1837.0,319.0,810.0,305.0,4.3897,235000.0,<1H OCEAN --118.11,33.79,36.0,1993.0,354.0,884.0,337.0,5.587,244900.0,<1H OCEAN --118.11,33.79,36.0,2223.0,370.0,1039.0,370.0,5.7942,257000.0,<1H OCEAN --118.09,33.81,36.0,1371.0,250.0,666.0,257.0,5.0795,243300.0,<1H OCEAN --118.09,33.8,36.0,1724.0,322.0,838.0,328.0,4.4831,253900.0,<1H OCEAN --118.11,33.8,36.0,1680.0,291.0,744.0,280.0,4.66,244800.0,<1H OCEAN --118.11,33.8,35.0,1034.0,180.0,444.0,177.0,5.4602,231600.0,<1H OCEAN --118.11,33.81,37.0,1694.0,280.0,776.0,271.0,6.2187,257900.0,<1H OCEAN --118.1,33.81,36.0,1962.0,325.0,786.0,315.0,5.62,239600.0,<1H OCEAN --118.1,33.8,37.0,1814.0,329.0,850.0,328.0,5.0574,240800.0,<1H OCEAN --118.09,33.79,36.0,4210.0,657.0,1911.0,631.0,5.8491,247300.0,<1H OCEAN --118.1,33.78,35.0,4466.0,740.0,2134.0,743.0,5.7389,251800.0,<1H OCEAN --118.1,33.79,35.0,2370.0,379.0,996.0,380.0,5.7368,287200.0,<1H OCEAN --118.1,33.79,36.0,3359.0,596.0,1522.0,565.0,5.1805,249400.0,<1H OCEAN --118.11,33.78,16.0,3985.0,567.0,1327.0,564.0,7.9767,500001.0,<1H OCEAN --118.13,33.79,29.0,2937.0,524.0,1132.0,528.0,4.6133,500001.0,NEAR OCEAN --118.13,33.78,31.0,3039.0,739.0,1199.0,697.0,3.7232,500001.0,NEAR OCEAN --118.13,33.79,36.0,1245.0,211.0,508.0,221.0,5.3441,480600.0,NEAR OCEAN --118.12,33.79,43.0,1471.0,301.0,767.0,311.0,4.3317,232400.0,<1H OCEAN --118.12,33.79,41.0,1762.0,314.0,738.0,300.0,4.1687,240700.0,<1H OCEAN --118.13,33.79,44.0,2153.0,375.0,947.0,364.0,5.0072,236200.0,NEAR OCEAN --118.13,33.79,45.0,2317.0,448.0,1057.0,428.0,4.375,234800.0,NEAR OCEAN --118.14,33.79,45.0,1519.0,263.0,681.0,267.0,4.6452,212500.0,NEAR OCEAN --118.13,33.79,20.0,6678.0,1797.0,3625.0,1599.0,3.7716,242900.0,NEAR OCEAN --118.14,33.8,43.0,2506.0,531.0,1230.0,543.0,3.4211,203900.0,NEAR OCEAN --118.15,33.79,5.0,3700.0,993.0,1657.0,848.0,3.7826,196300.0,NEAR OCEAN --118.14,33.79,23.0,2573.0,688.0,1478.0,604.0,3.4833,209400.0,NEAR OCEAN --118.14,33.79,44.0,2388.0,619.0,1461.0,592.0,3.1711,215400.0,NEAR OCEAN --118.14,33.78,44.0,2101.0,496.0,1038.0,500.0,3.108,217900.0,NEAR OCEAN --118.15,33.79,25.0,4013.0,1097.0,2297.0,969.0,3.0453,185900.0,NEAR OCEAN --118.15,33.78,17.0,1584.0,435.0,904.0,406.0,2.0875,181300.0,NEAR OCEAN --118.16,33.78,14.0,1709.0,558.0,1939.0,520.0,1.9808,139100.0,NEAR OCEAN --118.16,33.78,33.0,2048.0,585.0,2074.0,597.0,2.0156,152700.0,NEAR OCEAN --118.16,33.79,25.0,3742.0,1180.0,3916.0,1063.0,2.4,153700.0,NEAR OCEAN --118.16,33.79,26.0,3061.0,844.0,2135.0,769.0,2.875,164000.0,NEAR OCEAN --118.17,33.79,32.0,2171.0,672.0,3002.0,648.0,2.375,139700.0,NEAR OCEAN --118.17,33.79,30.0,1349.0,519.0,2646.0,552.0,1.9318,115900.0,NEAR OCEAN --118.18,33.78,36.0,1697.0,550.0,1379.0,434.0,1.2746,129700.0,NEAR OCEAN --118.18,33.79,27.0,1580.0,510.0,1896.0,448.0,2.0186,130000.0,NEAR OCEAN --118.17,33.79,28.0,1219.0,408.0,1816.0,348.0,1.7589,118300.0,NEAR OCEAN --118.18,33.79,20.0,1255.0,360.0,1201.0,318.0,1.2206,162500.0,NEAR OCEAN --118.19,33.78,29.0,1170.0,369.0,1398.0,373.0,2.2543,156300.0,NEAR OCEAN --118.19,33.79,37.0,1834.0,551.0,1967.0,476.0,2.137,126600.0,NEAR OCEAN --118.19,33.79,30.0,3107.0,994.0,3543.0,850.0,1.9387,141700.0,NEAR OCEAN --118.19,33.78,24.0,225.0,72.0,439.0,71.0,2.8533,137500.0,NEAR OCEAN --118.2,33.79,25.0,2851.0,968.0,3744.0,906.0,2.0675,116700.0,NEAR OCEAN --118.21,33.79,33.0,32.0,18.0,96.0,36.0,4.5938,112500.0,NEAR OCEAN --118.21,33.79,44.0,121.0,29.0,153.0,30.0,2.1964,150000.0,NEAR OCEAN --118.22,33.79,48.0,143.0,41.0,222.0,50.0,1.7,104200.0,NEAR OCEAN --118.23,33.76,21.0,49.0,14.0,29.0,16.0,5.0,87500.0,NEAR OCEAN --118.19,33.78,21.0,2741.0,1029.0,2924.0,969.0,1.3274,218800.0,NEAR OCEAN --118.19,33.78,35.0,1511.0,593.0,914.0,539.0,0.9318,187500.0,NEAR OCEAN --118.2,33.78,46.0,1889.0,651.0,1545.0,587.0,1.7064,175000.0,NEAR OCEAN --118.2,33.78,48.0,1766.0,497.0,1908.0,466.0,1.9872,168800.0,NEAR OCEAN --118.2,33.78,52.0,2662.0,893.0,3018.0,763.0,2.3305,162500.0,NEAR OCEAN --118.19,33.77,35.0,1574.0,603.0,820.0,514.0,1.2321,137500.0,NEAR OCEAN --118.2,33.77,40.0,2034.0,899.0,1257.0,797.0,1.2864,131300.0,NEAR OCEAN --118.2,33.77,24.0,2404.0,819.0,1566.0,753.0,1.5076,145800.0,NEAR OCEAN --118.2,33.77,22.0,1118.0,437.0,1190.0,399.0,1.9797,143800.0,NEAR OCEAN --118.2,33.77,52.0,1375.0,457.0,1089.0,317.0,2.2344,200000.0,NEAR OCEAN --118.2,33.77,41.0,1158.0,396.0,1209.0,336.0,2.7813,129200.0,NEAR OCEAN --118.2,33.77,42.0,517.0,233.0,995.0,212.0,2.225,106300.0,NEAR OCEAN --118.18,33.77,45.0,1434.0,627.0,735.0,518.0,1.5,162500.0,NEAR OCEAN --118.19,33.76,25.0,1442.0,392.0,632.0,385.0,4.6629,162500.0,NEAR OCEAN --118.19,33.77,52.0,1562.0,616.0,692.0,512.0,1.4048,200000.0,NEAR OCEAN --118.18,33.77,39.0,1645.0,547.0,1339.0,499.0,1.5536,155000.0,NEAR OCEAN --118.18,33.77,36.0,1833.0,688.0,1128.0,620.0,1.1483,112500.0,NEAR OCEAN --118.19,33.77,21.0,2103.0,727.0,1064.0,603.0,1.6178,137500.0,NEAR OCEAN --118.19,33.77,31.0,1711.0,691.0,1092.0,568.0,1.0714,150000.0,NEAR OCEAN --118.18,33.78,20.0,1852.0,556.0,1712.0,556.0,1.4565,152500.0,NEAR OCEAN --118.18,33.78,17.0,1419.0,436.0,1300.0,360.0,2.0769,100000.0,NEAR OCEAN --118.18,33.78,52.0,1180.0,381.0,1046.0,332.0,1.5603,162500.0,NEAR OCEAN --118.19,33.78,31.0,1648.0,484.0,898.0,457.0,1.5844,162500.0,NEAR OCEAN --118.19,33.78,8.0,992.0,393.0,694.0,331.0,2.5544,162500.0,NEAR OCEAN --118.19,33.78,29.0,1013.0,392.0,1083.0,316.0,1.8438,162500.0,NEAR OCEAN --118.19,33.78,42.0,1021.0,300.0,533.0,187.0,1.8036,175000.0,NEAR OCEAN --118.17,33.78,29.0,2920.0,962.0,3580.0,772.0,1.7393,140200.0,NEAR OCEAN --118.17,33.78,23.0,3768.0,1261.0,3940.0,1098.0,1.9647,186200.0,NEAR OCEAN --118.18,33.78,26.0,3042.0,1253.0,4812.0,1141.0,1.7701,146200.0,NEAR OCEAN --118.17,33.78,44.0,2364.0,746.0,3184.0,672.0,1.918,147500.0,NEAR OCEAN --118.17,33.77,36.0,2933.0,881.0,2077.0,838.0,2.2538,181300.0,NEAR OCEAN --118.17,33.77,45.0,2508.0,797.0,1340.0,720.0,2.6786,191100.0,NEAR OCEAN --118.17,33.77,38.0,2239.0,721.0,984.0,684.0,2.346,165600.0,NEAR OCEAN --118.17,33.77,39.0,2953.0,878.0,1379.0,785.0,2.1378,180400.0,NEAR OCEAN --118.17,33.77,12.0,4409.0,1401.0,3068.0,1262.0,2.2808,154700.0,NEAR OCEAN --118.18,33.77,29.0,1776.0,606.0,1391.0,488.0,1.1295,137500.0,NEAR OCEAN --118.18,33.77,30.0,1418.0,439.0,720.0,417.0,2.6371,159400.0,NEAR OCEAN --118.17,33.77,37.0,1127.0,327.0,492.0,331.0,2.675,241700.0,NEAR OCEAN --118.18,33.74,30.0,5915.0,1750.0,2136.0,1503.0,4.0968,310000.0,NEAR OCEAN --118.17,33.77,45.0,2151.0,643.0,1047.0,579.0,3.1149,218800.0,NEAR OCEAN --118.17,33.77,45.0,2143.0,697.0,1004.0,594.0,3.0153,220000.0,NEAR OCEAN --118.18,33.77,37.0,2653.0,754.0,1087.0,698.0,2.3523,325000.0,NEAR OCEAN --118.18,33.77,41.0,2048.0,601.0,852.0,533.0,2.5726,193800.0,NEAR OCEAN --118.18,33.77,49.0,2297.0,759.0,1105.0,629.0,1.8388,175000.0,NEAR OCEAN --118.16,33.77,49.0,3382.0,787.0,1314.0,756.0,3.8125,382100.0,NEAR OCEAN --118.17,33.74,36.0,2006.0,453.0,807.0,426.0,3.7838,500001.0,NEAR OCEAN --118.16,33.77,30.0,4439.0,1105.0,1749.0,1011.0,3.8984,306300.0,NEAR OCEAN --118.15,33.77,39.0,2428.0,634.0,1312.0,612.0,2.7212,266300.0,NEAR OCEAN --118.16,33.77,30.0,2800.0,757.0,1292.0,742.0,2.7614,272200.0,NEAR OCEAN --118.16,33.77,38.0,3235.0,769.0,1284.0,752.0,2.9384,304100.0,NEAR OCEAN --118.16,33.77,29.0,3078.0,786.0,1460.0,736.0,2.875,232500.0,NEAR OCEAN --118.17,33.77,25.0,4405.0,1262.0,2178.0,1090.0,3.0503,225000.0,NEAR OCEAN --118.16,33.78,15.0,4798.0,1374.0,3087.0,1212.0,2.127,163300.0,NEAR OCEAN --118.16,33.78,39.0,4075.0,1085.0,2470.0,1025.0,2.3317,222500.0,NEAR OCEAN --118.16,33.78,52.0,3248.0,853.0,1819.0,815.0,3.1739,222900.0,NEAR OCEAN --118.16,33.78,29.0,3684.0,1301.0,3891.0,1143.0,1.6955,179700.0,NEAR OCEAN --118.15,33.78,13.0,3056.0,861.0,1600.0,824.0,3.3003,207800.0,NEAR OCEAN --118.15,33.78,12.0,4436.0,1133.0,2176.0,1002.0,3.5812,198600.0,NEAR OCEAN --118.15,33.78,35.0,2768.0,752.0,1277.0,651.0,3.6193,250000.0,NEAR OCEAN --118.14,33.78,42.0,1898.0,488.0,940.0,483.0,3.4107,233300.0,NEAR OCEAN --118.13,33.78,45.0,1016.0,172.0,361.0,163.0,7.5,434500.0,NEAR OCEAN --118.14,33.77,49.0,2792.0,690.0,1301.0,648.0,3.2917,307400.0,NEAR OCEAN --118.14,33.77,51.0,2812.0,621.0,1171.0,566.0,3.875,342900.0,NEAR OCEAN --118.15,33.77,52.0,2204.0,498.0,899.0,445.0,4.1765,393900.0,NEAR OCEAN --118.15,33.77,41.0,3448.0,896.0,1621.0,838.0,4.5,339800.0,NEAR OCEAN --118.15,33.77,27.0,3043.0,787.0,1398.0,747.0,3.5528,271100.0,NEAR OCEAN --118.14,33.76,37.0,3242.0,698.0,1080.0,629.0,3.901,432500.0,NEAR OCEAN --118.16,33.72,29.0,2743.0,708.0,1059.0,651.0,3.625,500000.0,NEAR OCEAN --118.15,33.76,36.0,2916.0,785.0,1183.0,749.0,3.5985,500001.0,NEAR OCEAN --118.15,33.77,36.0,4366.0,1211.0,1912.0,1172.0,3.5292,361800.0,NEAR OCEAN --118.13,33.76,52.0,2216.0,526.0,940.0,530.0,4.5469,381000.0,NEAR OCEAN --118.13,33.76,44.0,1543.0,463.0,652.0,406.0,4.25,439300.0,NEAR OCEAN --118.14,33.75,39.0,1995.0,634.0,867.0,567.0,4.0795,400000.0,NEAR OCEAN --118.14,33.76,52.0,2677.0,642.0,1144.0,624.0,4.3889,378000.0,NEAR OCEAN --118.14,33.76,50.0,2960.0,761.0,1179.0,718.0,3.5214,398100.0,NEAR OCEAN --118.14,33.76,44.0,1633.0,536.0,741.0,513.0,3.385,408300.0,NEAR OCEAN --118.14,33.77,52.0,2208.0,409.0,791.0,408.0,5.8408,500000.0,NEAR OCEAN --118.14,33.76,50.0,914.0,167.0,322.0,165.0,4.7361,418800.0,NEAR OCEAN --118.13,33.76,46.0,2834.0,673.0,1175.0,670.0,4.7875,363800.0,NEAR OCEAN --118.13,33.76,44.0,2532.0,621.0,961.0,550.0,3.9352,406900.0,NEAR OCEAN --118.12,33.76,43.0,3070.0,668.0,1240.0,646.0,3.7813,461500.0,NEAR OCEAN --118.12,33.75,47.0,3330.0,569.0,1220.0,557.0,7.3672,500001.0,NEAR OCEAN --118.12,33.76,45.0,3035.0,516.0,1127.0,527.0,7.0796,500001.0,NEAR OCEAN --118.12,33.75,41.0,2072.0,491.0,742.0,414.0,3.9934,500001.0,NEAR OCEAN --118.14,33.71,36.0,2484.0,525.0,792.0,446.0,5.1815,500001.0,NEAR OCEAN --118.1,33.76,15.0,4690.0,1002.0,1879.0,974.0,5.6051,267400.0,NEAR OCEAN --118.11,33.77,15.0,9103.0,1847.0,3333.0,1712.0,5.1508,367300.0,NEAR OCEAN --118.12,33.77,20.0,4534.0,954.0,1941.0,892.0,6.0362,463500.0,NEAR OCEAN --118.12,33.77,10.0,7264.0,1137.0,2528.0,1057.0,10.2233,500001.0,NEAR OCEAN --118.13,33.77,52.0,3697.0,691.0,1436.0,671.0,4.6852,395200.0,NEAR OCEAN --118.13,33.77,37.0,4365.0,926.0,1661.0,868.0,5.3046,360700.0,NEAR OCEAN --118.32,33.35,27.0,1675.0,521.0,744.0,331.0,2.1579,450000.0,ISLAND --118.33,33.34,52.0,2359.0,591.0,1100.0,431.0,2.8333,414700.0,ISLAND --118.32,33.33,52.0,2127.0,512.0,733.0,288.0,3.3906,300000.0,ISLAND --118.32,33.34,52.0,996.0,264.0,341.0,160.0,2.7361,450000.0,ISLAND --118.48,33.43,29.0,716.0,214.0,422.0,173.0,2.6042,287500.0,ISLAND --118.29,33.96,32.0,3508.0,917.0,2794.0,839.0,1.554,100000.0,<1H OCEAN --118.3,33.95,36.0,1786.0,418.0,1367.0,393.0,1.5078,99600.0,<1H OCEAN --118.29,33.95,31.0,2839.0,792.0,2390.0,729.0,2.0,109800.0,<1H OCEAN --118.3,33.95,41.0,2057.0,550.0,1805.0,506.0,1.2455,100800.0,<1H OCEAN --118.3,33.95,27.0,1774.0,444.0,1622.0,402.0,2.2031,96900.0,<1H OCEAN --118.3,33.95,35.0,1182.0,305.0,977.0,283.0,1.5898,94000.0,<1H OCEAN --118.29,33.94,38.0,2407.0,630.0,1774.0,562.0,1.5615,108600.0,<1H OCEAN --118.3,33.94,36.0,3504.0,862.0,2521.0,836.0,2.5679,114900.0,<1H OCEAN --118.3,33.94,36.0,2041.0,531.0,1390.0,464.0,2.0114,99300.0,<1H OCEAN --118.29,33.94,32.0,2701.0,708.0,1880.0,590.0,1.6716,123800.0,<1H OCEAN --118.29,33.93,32.0,1815.0,488.0,1715.0,475.0,1.7244,111200.0,<1H OCEAN --118.3,33.93,35.0,1300.0,356.0,1216.0,326.0,1.2,99200.0,<1H OCEAN --118.3,33.93,36.0,2196.0,633.0,2017.0,583.0,1.3962,124300.0,<1H OCEAN --118.3,33.93,40.0,2434.0,477.0,1646.0,453.0,3.2024,128000.0,<1H OCEAN --118.31,33.93,37.0,1282.0,244.0,852.0,249.0,4.2917,127900.0,<1H OCEAN --118.31,33.94,44.0,1854.0,367.0,976.0,335.0,3.6583,126700.0,<1H OCEAN --118.31,33.94,40.0,1917.0,438.0,1021.0,383.0,2.2448,175000.0,<1H OCEAN --118.31,33.94,40.0,1323.0,243.0,684.0,229.0,3.2206,145800.0,<1H OCEAN --118.31,33.94,40.0,1550.0,,798.0,270.0,3.775,153800.0,<1H OCEAN --118.31,33.93,42.0,1173.0,201.0,602.0,186.0,5.5787,142000.0,<1H OCEAN --118.31,33.93,43.0,1834.0,292.0,997.0,295.0,4.9464,150300.0,<1H OCEAN --118.32,33.94,37.0,2740.0,504.0,1468.0,479.0,4.5368,168800.0,<1H OCEAN --118.32,33.93,37.0,2379.0,462.0,1327.0,445.0,4.25,172100.0,<1H OCEAN --118.33,33.93,37.0,1831.0,356.0,925.0,338.0,4.4091,148400.0,<1H OCEAN --118.33,33.93,38.0,694.0,112.0,412.0,119.0,6.0718,156000.0,<1H OCEAN --118.34,33.93,35.0,1213.0,284.0,742.0,253.0,4.0625,159900.0,<1H OCEAN --118.32,33.94,37.0,1487.0,296.0,863.0,291.0,3.1563,186200.0,<1H OCEAN --118.32,33.94,38.0,1067.0,170.0,499.0,169.0,4.6389,183800.0,<1H OCEAN --118.32,33.94,36.0,1722.0,280.0,830.0,261.0,4.0536,189000.0,<1H OCEAN --118.32,33.94,36.0,1153.0,224.0,639.0,226.0,4.0,192000.0,<1H OCEAN --118.33,33.94,31.0,3757.0,1102.0,3288.0,964.0,1.9309,137500.0,<1H OCEAN --118.32,33.96,47.0,1453.0,247.0,721.0,276.0,5.5176,191000.0,<1H OCEAN --118.32,33.95,43.0,3819.0,708.0,1505.0,712.0,3.1719,183500.0,<1H OCEAN --118.33,33.96,24.0,6513.0,1290.0,2636.0,1271.0,4.2099,189800.0,<1H OCEAN --118.32,33.95,44.0,2023.0,325.0,992.0,326.0,4.6667,175600.0,<1H OCEAN --118.32,33.95,44.0,2131.0,360.0,1040.0,330.0,5.0912,169800.0,<1H OCEAN --118.34,33.95,33.0,1923.0,459.0,1412.0,361.0,5.4359,194100.0,<1H OCEAN --118.32,33.97,52.0,1590.0,302.0,844.0,295.0,2.7139,164900.0,<1H OCEAN --118.32,33.96,47.0,1885.0,361.0,954.0,357.0,3.8512,171300.0,<1H OCEAN --118.32,33.96,47.0,1297.0,292.0,704.0,264.0,3.3214,166500.0,<1H OCEAN --118.32,33.97,46.0,1504.0,270.0,814.0,306.0,4.3919,157100.0,<1H OCEAN --118.34,33.97,45.0,2230.0,364.0,949.0,344.0,5.5,188200.0,<1H OCEAN --118.33,33.96,42.0,1686.0,361.0,737.0,319.0,2.3,189200.0,<1H OCEAN --118.33,33.96,42.0,2084.0,517.0,1062.0,451.0,2.0057,198200.0,<1H OCEAN --118.35,33.97,33.0,1495.0,474.0,1272.0,447.0,2.0694,143500.0,<1H OCEAN --118.35,33.97,25.0,1864.0,616.0,1710.0,575.0,2.2303,159400.0,<1H OCEAN --118.35,33.97,26.0,1725.0,431.0,1130.0,404.0,3.2708,128100.0,<1H OCEAN --118.35,33.97,26.0,3832.0,1074.0,2340.0,904.0,2.6734,143400.0,<1H OCEAN --118.35,33.98,33.0,1884.0,477.0,1518.0,449.0,3.1194,152800.0,<1H OCEAN --118.35,33.98,42.0,3081.0,680.0,1785.0,609.0,3.745,170800.0,<1H OCEAN --118.34,33.98,47.0,2649.0,684.0,2374.0,607.0,2.3882,137700.0,<1H OCEAN --118.34,33.98,40.0,2108.0,526.0,1922.0,544.0,3.163,137800.0,<1H OCEAN --118.34,33.98,45.0,1298.0,294.0,1064.0,268.0,3.7067,136600.0,<1H OCEAN --118.35,33.97,30.0,1548.0,330.0,757.0,349.0,3.8056,323800.0,<1H OCEAN --118.35,33.96,21.0,2714.0,881.0,1549.0,853.0,1.2094,157500.0,<1H OCEAN --118.35,33.96,26.0,2773.0,681.0,1560.0,631.0,3.1354,164300.0,<1H OCEAN --118.35,33.95,28.0,4770.0,1328.0,3201.0,1196.0,2.681,147700.0,<1H OCEAN --118.34,33.95,25.0,3762.0,1281.0,4015.0,1178.0,2.1587,143800.0,<1H OCEAN --118.35,33.95,30.0,2661.0,765.0,2324.0,724.0,3.0519,137500.0,<1H OCEAN --118.35,33.95,42.0,1779.0,431.0,1507.0,380.0,2.8892,159800.0,<1H OCEAN --118.35,33.95,45.0,1076.0,213.0,781.0,238.0,3.95,164000.0,<1H OCEAN --118.36,33.95,42.0,1116.0,303.0,1082.0,299.0,3.7237,170800.0,<1H OCEAN --118.36,33.96,21.0,1802.0,556.0,1286.0,557.0,2.7284,146900.0,<1H OCEAN --118.36,33.96,25.0,1849.0,518.0,1498.0,451.0,2.8378,170000.0,<1H OCEAN --118.36,33.96,26.0,3543.0,,2742.0,951.0,2.5504,151300.0,<1H OCEAN --118.36,33.95,26.0,3231.0,1089.0,3193.0,1020.0,2.6535,177200.0,<1H OCEAN --118.36,33.98,45.0,1559.0,305.0,891.0,341.0,4.4038,259400.0,<1H OCEAN --118.36,33.98,46.0,1425.0,283.0,782.0,273.0,5.057,246300.0,<1H OCEAN --118.36,33.98,39.0,813.0,185.0,344.0,154.0,3.5833,218800.0,<1H OCEAN --118.37,33.97,26.0,6672.0,1729.0,3333.0,1557.0,2.9646,179800.0,<1H OCEAN --118.36,33.97,18.0,1284.0,283.0,990.0,289.0,4.0179,195800.0,<1H OCEAN --118.37,33.97,21.0,3616.0,1060.0,2515.0,945.0,2.7464,153100.0,<1H OCEAN --118.36,33.98,29.0,2861.0,816.0,1715.0,775.0,2.7712,160900.0,<1H OCEAN --118.36,33.97,19.0,4651.0,1281.0,2917.0,1121.0,2.6823,142500.0,<1H OCEAN --118.36,33.96,17.0,3431.0,934.0,2365.0,810.0,3.0393,129200.0,<1H OCEAN --118.36,33.96,37.0,2146.0,573.0,2009.0,592.0,3.6583,177300.0,<1H OCEAN --118.37,33.96,26.0,138.0,23.0,100.0,20.0,4.875,175000.0,<1H OCEAN --118.37,33.95,35.0,924.0,349.0,1376.0,358.0,2.2297,262500.0,<1H OCEAN --118.36,33.95,42.0,1139.0,302.0,1283.0,306.0,4.1635,163900.0,<1H OCEAN --118.36,33.95,42.0,2532.0,627.0,2038.0,591.0,2.875,177500.0,<1H OCEAN --118.37,33.95,32.0,1067.0,286.0,1053.0,277.0,2.8438,181700.0,<1H OCEAN --118.37,33.95,52.0,836.0,175.0,747.0,166.0,4.125,174000.0,<1H OCEAN --118.36,33.94,39.0,1390.0,410.0,1666.0,371.0,3.3056,156800.0,<1H OCEAN --118.36,33.94,38.0,2169.0,688.0,3036.0,639.0,2.3125,148500.0,<1H OCEAN --118.37,33.94,29.0,2265.0,813.0,3425.0,781.0,2.3675,149400.0,<1H OCEAN --118.36,33.93,30.0,1132.0,347.0,1433.0,341.0,2.68,170000.0,<1H OCEAN --118.36,33.93,40.0,1625.0,500.0,2036.0,476.0,2.6298,156500.0,<1H OCEAN --118.36,33.94,33.0,939.0,284.0,1309.0,250.0,3.4063,152300.0,<1H OCEAN --118.34,33.93,36.0,1528.0,486.0,1824.0,470.0,2.2679,153900.0,<1H OCEAN --118.35,33.93,35.0,1050.0,252.0,918.0,236.0,1.7344,146900.0,<1H OCEAN --118.35,33.93,34.0,617.0,189.0,810.0,180.0,1.9766,162500.0,<1H OCEAN --118.35,33.93,33.0,2040.0,576.0,2649.0,561.0,2.3375,170600.0,<1H OCEAN --118.35,33.94,35.0,1451.0,435.0,1888.0,420.0,2.8462,149100.0,<1H OCEAN --118.35,33.94,38.0,1794.0,508.0,2188.0,454.0,2.6654,142200.0,<1H OCEAN --118.35,33.94,36.0,2225.0,601.0,2755.0,610.0,2.5547,150400.0,<1H OCEAN --118.35,33.94,42.0,1028.0,278.0,1369.0,261.0,3.3125,144600.0,<1H OCEAN --118.34,33.94,37.0,3107.0,903.0,3456.0,734.0,2.182,147500.0,<1H OCEAN --118.34,33.94,36.0,2796.0,1041.0,4033.0,944.0,2.4886,160700.0,<1H OCEAN --118.33,33.93,37.0,4916.0,1134.0,3533.0,1035.0,3.2862,152300.0,<1H OCEAN --118.34,33.93,33.0,4294.0,1224.0,4512.0,1189.0,2.8304,143700.0,<1H OCEAN --118.34,33.93,32.0,1254.0,399.0,1281.0,386.0,2.2976,155700.0,<1H OCEAN --118.34,33.93,37.0,1638.0,407.0,1341.0,369.0,3.0677,167700.0,<1H OCEAN --118.35,33.93,26.0,3156.0,857.0,2394.0,787.0,3.01,191900.0,<1H OCEAN --118.35,33.93,31.0,2746.0,697.0,1973.0,598.0,3.5139,192800.0,<1H OCEAN --118.35,33.93,25.0,2260.0,692.0,1603.0,673.0,2.11,223300.0,<1H OCEAN --118.36,33.93,27.0,4445.0,1231.0,3340.0,1113.0,3.1656,204500.0,<1H OCEAN --118.34,33.92,29.0,1475.0,349.0,965.0,370.0,3.3558,199600.0,<1H OCEAN --118.35,33.92,24.0,2728.0,845.0,2023.0,773.0,2.75,239700.0,<1H OCEAN --118.35,33.92,29.0,736.0,232.0,584.0,231.0,3.6167,200000.0,<1H OCEAN --118.36,33.92,26.0,3695.0,1144.0,2308.0,1009.0,2.6667,229300.0,<1H OCEAN --118.36,33.92,46.0,1231.0,231.0,793.0,256.0,4.1023,226800.0,<1H OCEAN --118.36,33.92,19.0,2807.0,883.0,1546.0,815.0,2.6375,233800.0,<1H OCEAN --118.36,33.93,19.0,3103.0,918.0,2033.0,738.0,2.6961,212500.0,<1H OCEAN --118.37,33.93,10.0,199.0,41.0,61.0,56.0,2.8958,245800.0,<1H OCEAN --118.37,33.92,44.0,938.0,181.0,502.0,171.0,4.4722,218300.0,<1H OCEAN --118.37,33.92,36.0,1075.0,197.0,509.0,197.0,4.9688,238900.0,<1H OCEAN --118.37,33.92,40.0,928.0,187.0,521.0,185.0,5.5255,242700.0,<1H OCEAN --118.37,33.92,39.0,1073.0,206.0,556.0,204.0,4.8611,245600.0,<1H OCEAN --118.37,33.93,46.0,1130.0,201.0,503.0,196.0,4.4861,246300.0,<1H OCEAN --118.37,33.93,46.0,442.0,88.0,255.0,94.0,4.4474,246900.0,<1H OCEAN --118.36,33.93,44.0,520.0,116.0,392.0,106.0,3.0132,202500.0,<1H OCEAN --118.36,33.91,41.0,2048.0,439.0,1191.0,429.0,3.8,222500.0,<1H OCEAN --118.36,33.91,42.0,1949.0,422.0,1184.0,423.0,4.3333,225600.0,<1H OCEAN --118.36,33.9,42.0,1935.0,388.0,1136.0,379.0,4.74,230000.0,<1H OCEAN --118.36,33.9,40.0,1271.0,276.0,725.0,234.0,5.0452,231900.0,<1H OCEAN --118.37,33.91,41.0,1869.0,427.0,1334.0,435.0,3.9355,227800.0,<1H OCEAN --118.37,33.91,35.0,1742.0,283.0,812.0,282.0,5.6704,303700.0,<1H OCEAN --118.37,33.9,35.0,1651.0,269.0,707.0,252.0,5.6482,294800.0,<1H OCEAN --118.37,33.9,32.0,332.0,103.0,177.0,102.0,3.3409,256300.0,<1H OCEAN --118.38,33.91,36.0,2904.0,515.0,1463.0,534.0,5.8374,289600.0,<1H OCEAN --118.35,33.91,19.0,1949.0,559.0,1282.0,498.0,2.7813,231300.0,<1H OCEAN --118.35,33.91,31.0,2583.0,663.0,1675.0,612.0,3.5234,265000.0,<1H OCEAN --118.35,33.91,28.0,2108.0,534.0,1485.0,536.0,4.0775,241400.0,<1H OCEAN --118.35,33.91,26.0,2159.0,523.0,1331.0,520.0,3.87,264500.0,<1H OCEAN --118.35,33.91,25.0,1884.0,554.0,1337.0,549.0,2.8512,272800.0,<1H OCEAN --118.35,33.9,25.0,3309.0,902.0,2299.0,837.0,3.0417,237000.0,<1H OCEAN --118.35,33.91,32.0,1660.0,366.0,928.0,398.0,4.3187,269700.0,<1H OCEAN --118.35,33.91,29.0,2461.0,535.0,1236.0,482.0,4.8409,244000.0,<1H OCEAN --118.35,33.91,34.0,2055.0,448.0,1134.0,408.0,3.825,235400.0,<1H OCEAN --118.36,33.91,36.0,2064.0,474.0,1366.0,421.0,4.1,243100.0,<1H OCEAN --118.35,33.9,32.0,1056.0,225.0,565.0,231.0,3.9485,230000.0,<1H OCEAN --118.36,33.9,39.0,1166.0,222.0,640.0,206.0,3.5313,230400.0,<1H OCEAN --118.33,33.92,23.0,969.0,288.0,670.0,251.0,3.267,185400.0,<1H OCEAN --118.33,33.91,39.0,1224.0,312.0,1106.0,333.0,3.3491,181800.0,<1H OCEAN --118.34,33.91,17.0,3724.0,1023.0,2536.0,971.0,3.2649,202100.0,<1H OCEAN --118.33,33.91,35.0,1092.0,302.0,962.0,297.0,3.5903,183300.0,<1H OCEAN --118.34,33.91,8.0,3937.0,1404.0,2691.0,1142.0,2.4741,185700.0,<1H OCEAN --118.34,33.92,6.0,1047.0,271.0,740.0,248.0,3.425,193800.0,<1H OCEAN --118.34,33.91,12.0,9975.0,3638.0,7429.0,3405.0,2.6689,192300.0,<1H OCEAN --118.33,33.91,8.0,10731.0,3335.0,7211.0,3028.0,2.455,192700.0,<1H OCEAN --118.31,33.91,31.0,1415.0,339.0,874.0,289.0,3.8173,177900.0,<1H OCEAN --118.31,33.91,36.0,961.0,173.0,625.0,179.0,4.2596,181100.0,<1H OCEAN --118.32,33.91,33.0,1729.0,396.0,1073.0,344.0,4.2083,180500.0,<1H OCEAN --118.32,33.91,35.0,940.0,197.0,640.0,215.0,4.2,181300.0,<1H OCEAN --118.32,33.91,35.0,881.0,159.0,605.0,170.0,3.6654,184500.0,<1H OCEAN --118.32,33.91,34.0,3041.0,677.0,1920.0,640.0,4.5304,181300.0,<1H OCEAN --118.32,33.91,34.0,1068.0,198.0,757.0,231.0,5.7528,180500.0,<1H OCEAN --118.32,33.9,35.0,3189.0,680.0,1882.0,651.0,3.6625,188000.0,<1H OCEAN --118.31,33.92,35.0,1307.0,246.0,672.0,219.0,4.8456,146400.0,<1H OCEAN --118.31,33.93,35.0,1580.0,266.0,926.0,282.0,5.0653,158000.0,<1H OCEAN --118.32,33.93,34.0,1536.0,273.0,804.0,287.0,4.9615,157800.0,<1H OCEAN --118.32,33.92,35.0,1281.0,219.0,710.0,184.0,4.8304,152800.0,<1H OCEAN --118.29,33.93,31.0,3894.0,1017.0,3590.0,962.0,2.0437,137200.0,<1H OCEAN --118.29,33.92,34.0,1799.0,362.0,1293.0,355.0,3.692,145200.0,<1H OCEAN --118.29,33.92,34.0,1374.0,240.0,906.0,248.0,5.3292,155500.0,<1H OCEAN --118.3,33.92,34.0,2053.0,382.0,1258.0,380.0,3.0139,154700.0,<1H OCEAN --118.3,33.93,29.0,2228.0,396.0,1140.0,352.0,3.7969,169400.0,<1H OCEAN --118.3,33.91,30.0,1842.0,476.0,1491.0,420.0,3.0147,155100.0,<1H OCEAN --118.3,33.91,34.0,1617.0,493.0,1530.0,500.0,2.6182,172600.0,<1H OCEAN --118.31,33.9,28.0,1576.0,400.0,891.0,378.0,2.6312,171300.0,<1H OCEAN --118.29,33.91,28.0,1501.0,446.0,1028.0,418.0,2.3043,177500.0,<1H OCEAN --118.29,33.9,27.0,1013.0,394.0,1067.0,400.0,1.7714,159400.0,<1H OCEAN --118.3,33.9,29.0,2617.0,668.0,1868.0,647.0,3.6,208800.0,<1H OCEAN --118.3,33.9,27.0,3267.0,762.0,2099.0,647.0,3.4,224100.0,<1H OCEAN --118.3,33.9,13.0,2455.0,661.0,1975.0,618.0,2.9559,173600.0,<1H OCEAN --118.3,33.9,19.0,2421.0,689.0,1726.0,660.0,3.287,181400.0,<1H OCEAN --118.3,33.89,30.0,2756.0,858.0,1806.0,787.0,3.0329,207800.0,<1H OCEAN --118.3,33.89,37.0,2132.0,565.0,1369.0,565.0,3.285,218100.0,<1H OCEAN --118.31,33.9,38.0,1400.0,399.0,1131.0,405.0,3.5417,198400.0,<1H OCEAN --118.29,33.89,33.0,2138.0,567.0,1072.0,528.0,2.7428,208900.0,<1H OCEAN --118.29,33.89,32.0,2355.0,583.0,1605.0,571.0,4.2171,218200.0,<1H OCEAN --118.29,33.88,36.0,1751.0,438.0,1175.0,419.0,3.0739,218600.0,<1H OCEAN --118.29,33.88,21.0,4946.0,1231.0,3186.0,1167.0,3.3281,237000.0,<1H OCEAN --118.3,33.87,27.0,3144.0,722.0,1510.0,680.0,3.1597,214700.0,<1H OCEAN --118.3,33.87,31.0,1398.0,261.0,823.0,263.0,5.0641,234900.0,<1H OCEAN --118.3,33.88,26.0,1221.0,312.0,807.0,330.0,4.0536,253600.0,<1H OCEAN --118.3,33.88,29.0,850.0,229.0,563.0,204.0,3.7375,247700.0,<1H OCEAN --118.3,33.88,30.0,1348.0,333.0,885.0,322.0,3.2574,195300.0,<1H OCEAN --118.3,33.88,35.0,3227.0,749.0,1881.0,696.0,2.8445,242100.0,<1H OCEAN --118.31,33.88,32.0,2421.0,671.0,1491.0,587.0,3.5644,242300.0,<1H OCEAN --118.31,33.88,35.0,1939.0,412.0,1036.0,400.0,3.5556,238000.0,<1H OCEAN --118.31,33.88,21.0,1490.0,430.0,686.0,400.0,2.3812,237500.0,<1H OCEAN --118.31,33.9,30.0,2407.0,581.0,1724.0,531.0,3.4792,194700.0,<1H OCEAN --118.31,33.89,37.0,2278.0,508.0,1257.0,498.0,3.7639,220600.0,<1H OCEAN --118.31,33.89,35.0,2144.0,423.0,1192.0,417.0,4.1458,231500.0,<1H OCEAN --118.32,33.9,36.0,1520.0,300.0,831.0,291.0,4.0473,212100.0,<1H OCEAN --118.32,33.9,36.0,1741.0,412.0,1245.0,423.0,4.1344,210300.0,<1H OCEAN --118.32,33.9,37.0,1664.0,401.0,1316.0,409.0,3.0526,216400.0,<1H OCEAN --118.32,33.89,45.0,1928.0,453.0,1323.0,458.0,4.2813,210100.0,<1H OCEAN --118.32,33.89,44.0,1300.0,252.0,695.0,249.0,5.1669,220600.0,<1H OCEAN --118.32,33.89,34.0,2675.0,560.0,1270.0,492.0,4.5053,242000.0,<1H OCEAN --118.33,33.9,21.0,6603.0,1984.0,5546.0,1745.0,2.6091,163900.0,<1H OCEAN --118.34,33.9,23.0,2395.0,498.0,1309.0,493.0,4.9779,224600.0,<1H OCEAN --118.34,33.9,37.0,542.0,105.0,355.0,118.0,5.5133,227300.0,<1H OCEAN --118.34,33.9,36.0,1158.0,219.0,628.0,253.0,4.7426,242700.0,<1H OCEAN --118.34,33.9,36.0,1342.0,259.0,706.0,261.0,4.1776,236600.0,<1H OCEAN --118.33,33.89,39.0,1880.0,361.0,982.0,357.0,4.1953,226900.0,<1H OCEAN --118.33,33.89,42.0,1816.0,338.0,897.0,306.0,5.1874,230800.0,<1H OCEAN --118.34,33.89,36.0,2392.0,444.0,1346.0,445.0,6.0088,245900.0,<1H OCEAN --118.34,33.89,36.0,2274.0,411.0,1232.0,423.0,5.373,244500.0,<1H OCEAN --118.35,33.9,13.0,2887.0,853.0,2197.0,800.0,2.8777,207900.0,<1H OCEAN --118.35,33.9,31.0,1547.0,,956.0,287.0,3.4698,225000.0,<1H OCEAN --118.35,33.9,31.0,981.0,222.0,734.0,239.0,4.875,232400.0,<1H OCEAN --118.35,33.89,29.0,2940.0,708.0,2175.0,684.0,3.6486,229000.0,<1H OCEAN --118.35,33.89,34.0,1740.0,387.0,1249.0,375.0,4.1552,233900.0,<1H OCEAN --118.36,33.9,41.0,1355.0,349.0,655.0,329.0,2.9551,205000.0,<1H OCEAN --118.35,33.9,22.0,1127.0,287.0,697.0,241.0,3.3971,220300.0,<1H OCEAN --118.35,33.89,30.0,1143.0,299.0,776.0,273.0,4.2829,240000.0,<1H OCEAN --118.36,33.89,37.0,1719.0,426.0,1266.0,424.0,3.375,228000.0,<1H OCEAN --118.36,33.89,34.0,760.0,174.0,723.0,198.0,5.3169,227600.0,<1H OCEAN --118.36,33.9,18.0,3380.0,922.0,2276.0,854.0,4.0727,214000.0,<1H OCEAN --118.36,33.89,27.0,2837.0,684.0,2141.0,648.0,3.1325,215000.0,<1H OCEAN --118.36,33.88,33.0,2408.0,534.0,1644.0,523.0,4.2454,236800.0,<1H OCEAN --118.36,33.88,28.0,1313.0,319.0,827.0,308.0,2.65,260800.0,<1H OCEAN --118.36,33.88,25.0,2845.0,710.0,1611.0,628.0,3.2049,267400.0,<1H OCEAN --118.36,33.88,22.0,1388.0,336.0,930.0,287.0,2.7981,275000.0,<1H OCEAN --118.36,33.88,26.0,1375.0,286.0,829.0,278.0,3.9844,230700.0,<1H OCEAN --118.35,33.89,25.0,1769.0,440.0,1371.0,414.0,3.0833,232700.0,<1H OCEAN --118.35,33.88,36.0,1583.0,411.0,1097.0,350.0,4.0737,238200.0,<1H OCEAN --118.34,33.88,42.0,725.0,183.0,493.0,172.0,3.2589,233300.0,<1H OCEAN --118.35,33.88,44.0,822.0,180.0,480.0,177.0,4.4,225800.0,<1H OCEAN --118.35,33.88,36.0,1567.0,362.0,1054.0,386.0,3.2594,233900.0,<1H OCEAN --118.35,33.88,25.0,1459.0,362.0,1150.0,354.0,3.35,237500.0,<1H OCEAN --118.3,33.74,40.0,1896.0,416.0,950.0,383.0,2.425,255000.0,NEAR OCEAN --118.3,33.74,28.0,1065.0,215.0,887.0,217.0,3.9375,270500.0,NEAR OCEAN --118.39,33.92,41.0,80.0,20.0,61.0,23.0,5.25,247200.0,<1H OCEAN --118.4,33.92,25.0,1453.0,271.0,695.0,283.0,5.9499,345800.0,<1H OCEAN --118.4,33.92,32.0,2828.0,629.0,1313.0,534.0,4.5987,363800.0,<1H OCEAN --118.4,33.93,35.0,2217.0,447.0,1000.0,450.0,4.7319,376100.0,<1H OCEAN --118.41,33.93,38.0,3328.0,625.0,1455.0,619.0,5.0596,363900.0,<1H OCEAN --118.41,33.92,32.0,2590.0,607.0,1132.0,555.0,4.2333,358000.0,<1H OCEAN --118.41,33.92,22.0,2340.0,584.0,1141.0,554.0,4.5729,337500.0,<1H OCEAN --118.41,33.93,22.0,2514.0,605.0,1225.0,568.0,4.1818,339700.0,<1H OCEAN --118.41,33.92,38.0,1437.0,272.0,590.0,250.0,5.2338,358000.0,<1H OCEAN --118.41,33.92,29.0,1436.0,401.0,674.0,343.0,3.6389,275000.0,<1H OCEAN --118.42,33.92,25.0,3521.0,852.0,1524.0,764.0,3.8086,361300.0,<1H OCEAN --118.42,33.92,41.0,1621.0,279.0,756.0,277.0,5.0594,346000.0,<1H OCEAN --118.42,33.93,39.0,2988.0,605.0,1466.0,610.0,4.9286,341400.0,<1H OCEAN --118.42,33.93,28.0,4603.0,993.0,2191.0,943.0,4.5743,382200.0,<1H OCEAN --118.42,33.9,29.0,1929.0,523.0,686.0,455.0,5.5347,500001.0,<1H OCEAN --118.43,33.9,27.0,1536.0,377.0,553.0,326.0,5.4088,500001.0,<1H OCEAN --118.4,33.9,34.0,2674.0,435.0,1087.0,431.0,7.3151,492200.0,<1H OCEAN --118.4,33.9,37.0,2458.0,400.0,920.0,375.0,7.8924,500001.0,<1H OCEAN --118.41,33.9,39.0,2311.0,404.0,1044.0,380.0,8.468,472100.0,<1H OCEAN --118.41,33.9,39.0,2040.0,336.0,926.0,351.0,7.5552,500001.0,<1H OCEAN --118.44,33.88,35.0,2020.0,451.0,724.0,399.0,6.6494,500001.0,NEAR OCEAN --118.42,33.9,37.0,1576.0,345.0,662.0,340.0,5.308,500001.0,<1H OCEAN --118.42,33.9,43.0,1394.0,321.0,552.0,296.0,5.9596,500001.0,<1H OCEAN --118.41,33.89,31.0,1428.0,320.0,677.0,331.0,7.2316,500001.0,<1H OCEAN --118.41,33.89,35.0,1194.0,292.0,507.0,295.0,9.0812,500001.0,<1H OCEAN --118.41,33.89,38.0,4166.0,828.0,1600.0,770.0,6.3861,500001.0,<1H OCEAN --118.41,33.89,34.0,2959.0,639.0,1143.0,593.0,6.348,500001.0,<1H OCEAN --118.41,33.89,31.0,702.0,161.0,236.0,144.0,5.0497,500001.0,<1H OCEAN --118.4,33.9,38.0,2868.0,466.0,1098.0,438.0,7.9059,477100.0,<1H OCEAN --118.4,33.89,36.0,2334.0,430.0,1033.0,407.0,6.6321,481500.0,<1H OCEAN --118.4,33.89,31.0,2926.0,492.0,1149.0,476.0,7.9611,500001.0,<1H OCEAN --118.4,33.89,36.0,2127.0,314.0,807.0,306.0,8.1596,500001.0,<1H OCEAN --118.39,33.9,7.0,4314.0,725.0,1699.0,718.0,8.2037,500001.0,<1H OCEAN --118.38,33.89,35.0,1778.0,330.0,732.0,312.0,6.5745,379300.0,<1H OCEAN --118.39,33.89,30.0,2532.0,464.0,1056.0,419.0,6.3434,460400.0,<1H OCEAN --118.39,33.89,38.0,1851.0,332.0,750.0,314.0,7.3356,422700.0,<1H OCEAN --118.39,33.89,40.0,826.0,143.0,389.0,147.0,7.1845,438100.0,<1H OCEAN --118.36,33.89,40.0,756.0,122.0,371.0,130.0,5.0299,329200.0,<1H OCEAN --118.36,33.88,44.0,1362.0,237.0,709.0,247.0,4.4271,336200.0,<1H OCEAN --118.37,33.88,44.0,1325.0,245.0,669.0,253.0,4.4211,324000.0,<1H OCEAN --118.37,33.88,21.0,966.0,172.0,417.0,158.0,5.5335,342600.0,<1H OCEAN --118.38,33.88,33.0,1313.0,244.0,561.0,217.0,5.2999,359400.0,<1H OCEAN --118.37,33.89,21.0,2696.0,548.0,1142.0,473.0,5.6091,356800.0,<1H OCEAN --118.37,33.88,20.0,2439.0,474.0,1219.0,497.0,5.9619,335900.0,<1H OCEAN --118.36,33.88,31.0,2518.0,543.0,1107.0,508.0,4.7404,295800.0,<1H OCEAN --118.36,33.87,19.0,2512.0,575.0,1275.0,544.0,4.9375,293000.0,<1H OCEAN --118.37,33.87,19.0,757.0,148.0,361.0,141.0,6.02,304200.0,<1H OCEAN --118.37,33.88,27.0,1688.0,331.0,811.0,327.0,4.5357,334200.0,<1H OCEAN --118.38,33.87,27.0,2287.0,491.0,1101.0,466.0,4.675,316900.0,<1H OCEAN --118.38,33.88,27.0,3039.0,606.0,1421.0,564.0,5.5771,345500.0,<1H OCEAN --118.37,33.88,26.0,2620.0,530.0,1282.0,525.0,4.4828,340700.0,<1H OCEAN --118.36,33.87,17.0,1082.0,291.0,598.0,281.0,3.9868,281900.0,<1H OCEAN --118.36,33.87,22.0,2114.0,541.0,1300.0,538.0,3.4208,290000.0,<1H OCEAN --118.37,33.87,18.0,2516.0,485.0,1128.0,433.0,5.0114,338600.0,<1H OCEAN --118.37,33.87,13.0,2907.0,726.0,1573.0,694.0,3.5048,294000.0,<1H OCEAN --118.36,33.86,35.0,2126.0,434.0,1044.0,433.0,5.5456,297400.0,<1H OCEAN --118.36,33.86,37.0,1768.0,314.0,802.0,290.0,5.0784,295900.0,<1H OCEAN --118.36,33.86,34.0,1865.0,345.0,963.0,302.0,5.543,305900.0,<1H OCEAN --118.37,33.86,28.0,2685.0,581.0,1243.0,529.0,4.119,324000.0,<1H OCEAN --118.37,33.87,23.0,1829.0,331.0,891.0,356.0,6.5755,359900.0,<1H OCEAN --118.38,33.87,21.0,4151.0,1018.0,2054.0,925.0,4.9821,292900.0,<1H OCEAN --118.38,33.87,17.0,2791.0,579.0,1467.0,583.0,5.7415,321900.0,<1H OCEAN --118.38,33.87,23.0,2387.0,418.0,1008.0,415.0,5.8518,337900.0,<1H OCEAN --118.39,33.87,19.0,3303.0,584.0,1329.0,569.0,7.521,340400.0,<1H OCEAN --118.38,33.86,12.0,4235.0,735.0,1798.0,683.0,6.4242,365500.0,<1H OCEAN --118.38,33.86,29.0,2787.0,475.0,1182.0,444.0,6.7613,352700.0,<1H OCEAN --118.38,33.86,24.0,3124.0,560.0,1312.0,542.0,6.3021,333800.0,<1H OCEAN --118.38,33.86,15.0,1778.0,311.0,908.0,330.0,7.674,329300.0,<1H OCEAN --118.38,33.87,33.0,1993.0,371.0,918.0,361.0,6.9021,337600.0,<1H OCEAN --118.38,33.88,39.0,1489.0,282.0,743.0,270.0,4.8611,456100.0,<1H OCEAN --118.38,33.88,34.0,1830.0,315.0,822.0,307.0,5.0602,453700.0,<1H OCEAN --118.39,33.88,33.0,2496.0,387.0,1098.0,404.0,7.6685,474300.0,<1H OCEAN --118.39,33.88,34.0,1973.0,367.0,843.0,345.0,6.077,472700.0,<1H OCEAN --118.39,33.88,33.0,2543.0,439.0,1098.0,416.0,5.9683,495500.0,<1H OCEAN --118.39,33.88,31.0,1448.0,244.0,607.0,259.0,8.1513,500001.0,<1H OCEAN --118.39,33.88,35.0,1267.0,216.0,521.0,191.0,6.0441,470000.0,<1H OCEAN --118.38,33.88,36.0,2501.0,443.0,1031.0,422.0,4.75,442100.0,<1H OCEAN --118.4,33.88,36.0,3022.0,482.0,1278.0,494.0,7.2651,500001.0,<1H OCEAN --118.4,33.88,36.0,1543.0,214.0,474.0,187.0,9.3399,500001.0,<1H OCEAN --118.4,33.88,35.0,1753.0,296.0,615.0,275.0,7.5,500001.0,<1H OCEAN --118.41,33.88,34.0,540.0,107.0,213.0,104.0,6.3403,500001.0,<1H OCEAN --118.4,33.88,35.0,1060.0,191.0,444.0,196.0,8.0015,500001.0,<1H OCEAN --118.41,33.88,43.0,2492.0,449.0,1033.0,437.0,7.9614,500001.0,<1H OCEAN --118.41,33.88,40.0,925.0,254.0,371.0,227.0,5.2533,500001.0,<1H OCEAN --118.41,33.88,34.0,1471.0,308.0,498.0,264.0,7.0842,500001.0,<1H OCEAN --118.43,33.87,41.0,847.0,173.0,344.0,170.0,6.822,500001.0,NEAR OCEAN --118.4,33.87,26.0,6712.0,1441.0,2803.0,1394.0,5.2276,434500.0,<1H OCEAN --118.39,33.87,34.0,2395.0,469.0,1087.0,438.0,5.9683,394600.0,<1H OCEAN --118.43,33.86,34.0,358.0,87.0,162.0,84.0,7.1264,500001.0,NEAR OCEAN --118.4,33.88,42.0,1516.0,341.0,634.0,327.0,6.2356,472700.0,<1H OCEAN --118.4,33.87,40.0,1679.0,372.0,719.0,385.0,6.435,479500.0,<1H OCEAN --118.4,33.87,38.0,2398.0,431.0,911.0,392.0,5.2319,500001.0,<1H OCEAN --118.4,33.87,45.0,2093.0,497.0,842.0,472.0,6.3231,500001.0,<1H OCEAN --118.4,33.87,34.0,3145.0,786.0,1352.0,727.0,5.0976,469800.0,<1H OCEAN --118.4,33.87,45.0,2181.0,505.0,965.0,471.0,5.3816,500001.0,<1H OCEAN --118.39,33.86,34.0,2361.0,442.0,915.0,437.0,5.687,392400.0,<1H OCEAN --118.39,33.86,28.0,3619.0,764.0,1735.0,789.0,6.1404,368400.0,<1H OCEAN --118.39,33.86,24.0,2386.0,582.0,1152.0,568.0,4.8971,400700.0,<1H OCEAN --118.4,33.86,18.0,5152.0,1365.0,2286.0,1243.0,5.1677,380800.0,<1H OCEAN --118.4,33.85,29.0,2085.0,533.0,919.0,489.0,5.6017,430000.0,<1H OCEAN --118.4,33.86,41.0,2237.0,597.0,938.0,523.0,4.7105,500001.0,<1H OCEAN --118.42,33.85,43.0,1584.0,477.0,799.0,433.0,5.0322,435000.0,NEAR OCEAN --118.38,33.85,28.0,4430.0,928.0,2131.0,885.0,4.9384,378100.0,<1H OCEAN --118.38,33.85,31.0,3533.0,729.0,1647.0,679.0,5.5843,384600.0,<1H OCEAN --118.39,33.85,24.0,4373.0,871.0,1830.0,824.0,5.7128,366200.0,<1H OCEAN --118.41,33.85,16.0,6123.0,1989.0,2853.0,1789.0,4.425,336400.0,NEAR OCEAN --118.39,33.85,17.0,1610.0,379.0,670.0,341.0,4.3594,349000.0,<1H OCEAN --118.38,33.84,25.0,5775.0,1149.0,2637.0,1117.0,5.4968,379800.0,<1H OCEAN --118.38,33.83,20.0,2270.0,498.0,1070.0,521.0,4.4615,384800.0,<1H OCEAN --118.38,33.83,40.0,3070.0,570.0,1264.0,506.0,5.1626,432700.0,<1H OCEAN --118.38,33.84,26.0,2869.0,567.0,1157.0,538.0,6.0382,355300.0,<1H OCEAN --118.39,33.84,16.0,2472.0,572.0,965.0,529.0,5.137,348600.0,<1H OCEAN --118.43,33.83,19.0,6206.0,1611.0,2455.0,1472.0,5.145,420200.0,NEAR OCEAN --118.39,33.83,32.0,2075.0,539.0,954.0,519.0,5.637,500001.0,NEAR OCEAN --118.39,33.82,30.0,3433.0,918.0,1526.0,828.0,4.5817,500001.0,NEAR OCEAN --118.43,33.82,34.0,2112.0,614.0,946.0,574.0,4.6048,500001.0,NEAR OCEAN --118.37,33.82,32.0,2815.0,607.0,1338.0,609.0,4.5687,381200.0,<1H OCEAN --118.38,33.82,35.0,3053.0,623.0,1311.0,589.0,5.1589,439200.0,NEAR OCEAN --118.38,33.82,38.0,1318.0,237.0,547.0,225.0,6.0308,416700.0,NEAR OCEAN --118.38,33.83,35.0,2152.0,454.0,902.0,414.0,4.5179,427200.0,<1H OCEAN --118.31,33.88,33.0,2147.0,505.0,1371.0,498.0,2.4219,260700.0,<1H OCEAN --118.32,33.87,28.0,3763.0,762.0,1967.0,724.0,5.3244,271900.0,<1H OCEAN --118.32,33.88,35.0,1818.0,339.0,828.0,319.0,4.3036,282100.0,<1H OCEAN --118.32,33.88,34.0,1803.0,341.0,947.0,333.0,5.5538,280300.0,<1H OCEAN --118.32,33.88,37.0,1402.0,254.0,722.0,251.0,6.4781,269000.0,<1H OCEAN --118.33,33.88,30.0,1856.0,444.0,899.0,435.0,3.1505,270000.0,<1H OCEAN --118.33,33.88,36.0,1271.0,346.0,811.0,345.0,3.2417,283300.0,<1H OCEAN --118.33,33.87,44.0,724.0,133.0,373.0,133.0,3.9167,265600.0,<1H OCEAN --118.34,33.87,28.0,4605.0,1188.0,2558.0,1093.0,3.6988,266600.0,<1H OCEAN --118.34,33.88,31.0,3122.0,727.0,1885.0,715.0,3.8657,298400.0,<1H OCEAN --118.31,33.87,27.0,3348.0,695.0,1545.0,625.0,4.7543,296300.0,<1H OCEAN --118.31,33.86,29.0,2243.0,361.0,1051.0,352.0,6.6632,325200.0,<1H OCEAN --118.32,33.86,32.0,3485.0,678.0,1715.0,649.0,4.6563,291700.0,<1H OCEAN --118.32,33.87,35.0,2380.0,404.0,1212.0,422.0,5.6254,283800.0,<1H OCEAN --118.34,33.87,34.0,1069.0,217.0,601.0,212.0,4.6406,255900.0,<1H OCEAN --118.33,33.87,36.0,2219.0,406.0,1219.0,403.0,4.2614,267100.0,<1H OCEAN --118.33,33.87,35.0,743.0,128.0,385.0,137.0,6.4891,278100.0,<1H OCEAN --118.32,33.86,34.0,495.0,90.0,269.0,93.0,6.4391,252300.0,<1H OCEAN --118.33,33.86,38.0,914.0,176.0,519.0,174.0,6.0335,255400.0,<1H OCEAN --118.33,33.86,36.0,854.0,160.0,473.0,150.0,6.3992,259600.0,<1H OCEAN --118.33,33.86,38.0,1059.0,218.0,561.0,205.0,4.0,248600.0,<1H OCEAN --118.34,33.86,36.0,2223.0,360.0,1162.0,376.0,5.259,279400.0,<1H OCEAN --118.34,33.86,35.0,1936.0,343.0,1008.0,346.0,5.4791,285900.0,<1H OCEAN --118.34,33.87,28.0,2948.0,566.0,1445.0,524.0,5.3743,286500.0,<1H OCEAN --118.35,33.87,37.0,1420.0,286.0,886.0,290.0,4.5833,261300.0,<1H OCEAN --118.35,33.87,34.0,2823.0,500.0,1429.0,483.0,5.5,279600.0,<1H OCEAN --118.35,33.87,28.0,2319.0,579.0,1369.0,564.0,3.6169,257000.0,<1H OCEAN --118.35,33.86,28.0,2075.0,463.0,1216.0,446.0,3.9732,281500.0,<1H OCEAN --118.35,33.86,24.0,2139.0,481.0,971.0,418.0,4.3859,271300.0,<1H OCEAN --118.34,33.84,36.0,1561.0,252.0,740.0,253.0,6.2778,309700.0,<1H OCEAN --118.33,33.84,36.0,1364.0,251.0,668.0,245.0,5.3131,314100.0,<1H OCEAN --118.34,33.84,36.0,1407.0,231.0,676.0,231.0,5.269,331900.0,<1H OCEAN --118.34,33.83,34.0,1761.0,329.0,965.0,329.0,5.399,358500.0,<1H OCEAN --118.34,33.83,35.0,1818.0,353.0,853.0,321.0,5.8972,350900.0,<1H OCEAN --118.36,33.86,37.0,1249.0,218.0,583.0,214.0,5.7422,330700.0,<1H OCEAN --118.35,33.85,34.0,1770.0,291.0,916.0,289.0,5.0,354200.0,<1H OCEAN --118.35,33.85,35.0,1248.0,206.0,551.0,185.0,5.6426,348200.0,<1H OCEAN --118.36,33.85,36.0,1390.0,230.0,683.0,219.0,4.8906,334400.0,<1H OCEAN --118.36,33.86,36.0,681.0,122.0,360.0,128.0,5.2799,332600.0,<1H OCEAN --118.37,33.85,34.0,2415.0,404.0,1278.0,414.0,6.1599,341200.0,<1H OCEAN --118.36,33.85,34.0,1086.0,197.0,509.0,158.0,6.1133,349300.0,<1H OCEAN --118.37,33.85,25.0,5622.0,998.0,2537.0,1009.0,5.785,395300.0,<1H OCEAN --118.35,33.84,22.0,13133.0,3680.0,7180.0,3522.0,3.5414,354700.0,<1H OCEAN --118.36,33.84,22.0,11016.0,3170.0,6664.0,2838.0,3.703,361300.0,<1H OCEAN --118.37,33.85,29.0,3662.0,586.0,1626.0,611.0,6.3974,410000.0,<1H OCEAN --118.37,33.84,27.0,3245.0,605.0,1572.0,556.0,5.3773,379000.0,<1H OCEAN --118.35,33.83,36.0,1102.0,193.0,522.0,172.0,6.1187,342000.0,<1H OCEAN --118.36,33.83,36.0,1660.0,300.0,943.0,300.0,5.1984,353600.0,<1H OCEAN --118.36,33.84,35.0,1577.0,279.0,743.0,274.0,5.7654,343000.0,<1H OCEAN --118.37,33.84,35.0,1792.0,322.0,978.0,326.0,4.9583,342800.0,<1H OCEAN --118.36,33.83,35.0,1378.0,247.0,645.0,217.0,5.9143,343400.0,<1H OCEAN --118.36,33.83,35.0,2828.0,487.0,1439.0,490.0,5.6013,350200.0,<1H OCEAN --118.37,33.83,35.0,1207.0,207.0,601.0,213.0,4.7308,353400.0,<1H OCEAN --118.37,33.84,32.0,1751.0,328.0,819.0,323.0,6.7105,339000.0,<1H OCEAN --118.33,33.83,5.0,13038.0,2679.0,5272.0,2523.0,5.5023,286400.0,<1H OCEAN --118.32,33.85,42.0,3146.0,770.0,1859.0,740.0,3.5073,234800.0,<1H OCEAN --118.31,33.84,52.0,1819.0,464.0,1068.0,424.0,3.625,270700.0,<1H OCEAN --118.32,33.83,51.0,2399.0,516.0,1160.0,514.0,3.8456,318900.0,<1H OCEAN --118.32,33.84,42.0,1486.0,420.0,897.0,377.0,1.6228,376100.0,<1H OCEAN --118.31,33.83,50.0,696.0,311.0,382.0,234.0,2.775,225000.0,<1H OCEAN --118.31,33.83,45.0,2929.0,755.0,1635.0,652.0,2.9375,273000.0,<1H OCEAN --118.31,33.82,35.0,3462.0,814.0,1902.0,700.0,3.402,279900.0,<1H OCEAN --118.32,33.83,19.0,3792.0,790.0,2105.0,834.0,5.2363,310000.0,<1H OCEAN --118.31,33.82,39.0,2198.0,425.0,1160.0,436.0,4.1406,323700.0,<1H OCEAN --118.31,33.82,26.0,2345.0,408.0,1195.0,377.0,5.4925,361700.0,<1H OCEAN --118.31,33.81,23.0,3942.0,748.0,1679.0,711.0,4.1169,362600.0,<1H OCEAN --118.31,33.81,30.0,1773.0,356.0,905.0,352.0,4.3056,336000.0,<1H OCEAN --118.32,33.82,25.0,2587.0,512.0,1219.0,509.0,4.4271,382100.0,<1H OCEAN --118.32,33.82,22.0,2508.0,402.0,1254.0,395.0,7.0935,379500.0,<1H OCEAN --118.32,33.81,28.0,2142.0,445.0,1140.0,422.0,4.8438,346200.0,<1H OCEAN --118.32,33.81,27.0,2113.0,380.0,1109.0,360.0,4.7062,357000.0,<1H OCEAN --118.33,33.82,26.0,5591.0,934.0,2824.0,939.0,6.5861,417800.0,<1H OCEAN --118.34,33.8,25.0,4177.0,832.0,2123.0,789.0,5.0814,446800.0,<1H OCEAN --118.35,33.82,28.0,7591.0,1710.0,3420.0,1635.0,4.0708,328900.0,<1H OCEAN --118.36,33.82,36.0,1784.0,311.0,901.0,293.0,6.2247,339000.0,<1H OCEAN --118.37,33.82,39.0,2794.0,444.0,1319.0,441.0,5.878,387800.0,<1H OCEAN --118.37,33.82,36.0,2463.0,447.0,1125.0,424.0,6.0176,352700.0,<1H OCEAN --118.37,33.82,36.0,2416.0,394.0,1115.0,386.0,6.256,366900.0,<1H OCEAN --118.36,33.82,36.0,1083.0,187.0,522.0,187.0,5.7765,339500.0,<1H OCEAN --118.36,33.82,26.0,5166.0,1313.0,2738.0,1239.0,3.3565,360800.0,<1H OCEAN --118.36,33.82,28.0,67.0,15.0,49.0,11.0,6.1359,330000.0,<1H OCEAN --118.36,33.81,25.0,9042.0,2022.0,4458.0,1944.0,4.5592,378800.0,<1H OCEAN --118.36,33.81,26.0,1575.0,300.0,881.0,309.0,5.1778,359900.0,<1H OCEAN --118.37,33.81,36.0,2031.0,339.0,817.0,337.0,5.1271,458300.0,NEAR OCEAN --118.38,33.81,33.0,2349.0,407.0,954.0,373.0,6.4956,483600.0,NEAR OCEAN --118.38,33.81,20.0,1975.0,306.0,703.0,292.0,8.5491,410300.0,NEAR OCEAN --118.44,33.81,33.0,3994.0,990.0,1647.0,931.0,5.0106,500001.0,NEAR OCEAN --118.38,33.82,34.0,1822.0,364.0,750.0,366.0,5.9907,500001.0,NEAR OCEAN --118.36,33.81,34.0,2211.0,502.0,1113.0,488.0,4.7026,356800.0,<1H OCEAN --118.37,33.81,33.0,5057.0,790.0,2021.0,748.0,6.8553,482200.0,NEAR OCEAN --118.37,33.81,36.0,1283.0,209.0,563.0,209.0,6.9296,500001.0,NEAR OCEAN --118.38,33.81,41.0,1889.0,301.0,802.0,278.0,6.015,488500.0,NEAR OCEAN --118.38,33.81,39.0,2400.0,373.0,877.0,372.0,5.7361,500001.0,NEAR OCEAN --118.39,33.81,35.0,1008.0,165.0,391.0,167.0,3.7778,487500.0,NEAR OCEAN --118.38,33.81,36.0,1018.0,148.0,329.0,169.0,10.5045,500001.0,NEAR OCEAN --118.33,33.79,29.0,4389.0,873.0,2069.0,901.0,4.1071,365600.0,<1H OCEAN --118.34,33.79,36.0,716.0,123.0,388.0,124.0,5.0254,350000.0,<1H OCEAN --118.34,33.8,34.0,1730.0,427.0,1008.0,393.0,3.9408,327700.0,<1H OCEAN --118.34,33.8,33.0,2194.0,469.0,987.0,397.0,5.0951,318900.0,<1H OCEAN --118.35,33.8,32.0,1434.0,296.0,672.0,285.0,4.875,311700.0,<1H OCEAN --118.35,33.8,19.0,6224.0,1105.0,3152.0,1076.0,5.9541,500001.0,<1H OCEAN --118.31,33.8,29.0,2795.0,572.0,1469.0,557.0,3.7167,308900.0,<1H OCEAN --118.32,33.8,29.0,3254.0,717.0,1593.0,680.0,4.0536,285800.0,<1H OCEAN --118.31,33.79,35.0,2290.0,563.0,1374.0,530.0,3.2472,254700.0,<1H OCEAN --118.31,33.8,31.0,4464.0,991.0,2420.0,947.0,4.0425,277900.0,<1H OCEAN --118.32,33.8,39.0,1415.0,298.0,729.0,278.0,3.1648,244800.0,<1H OCEAN --118.32,33.79,35.0,2924.0,658.0,1675.0,602.0,3.8287,279900.0,<1H OCEAN --118.32,33.79,32.0,2381.0,467.0,1264.0,488.0,4.1477,315100.0,<1H OCEAN --118.32,33.8,29.0,4317.0,1037.0,2102.0,959.0,3.1275,286400.0,<1H OCEAN --118.31,33.79,38.0,1601.0,352.0,711.0,304.0,3.3958,250000.0,<1H OCEAN --118.31,33.78,30.0,4573.0,819.0,2411.0,819.0,3.5804,383800.0,<1H OCEAN --118.32,33.79,21.0,6638.0,1634.0,3240.0,1568.0,3.6797,271100.0,<1H OCEAN --118.34,33.78,25.0,11016.0,1626.0,4168.0,1584.0,8.1782,500001.0,NEAR OCEAN --118.36,33.79,34.0,5166.0,704.0,2071.0,668.0,8.3609,500001.0,NEAR OCEAN --118.37,33.79,36.0,1596.0,234.0,654.0,223.0,8.2064,500001.0,NEAR OCEAN --118.36,33.8,38.0,2553.0,400.0,1042.0,393.0,6.9742,500001.0,NEAR OCEAN --118.36,33.8,34.0,2629.0,369.0,966.0,375.0,10.1241,500001.0,NEAR OCEAN --118.38,33.8,36.0,4421.0,702.0,1433.0,624.0,8.0838,500001.0,NEAR OCEAN --118.45,33.8,31.0,4803.0,575.0,1490.0,577.0,11.9993,500001.0,NEAR OCEAN --118.39,33.79,30.0,4402.0,563.0,1582.0,551.0,10.898,500001.0,NEAR OCEAN --118.4,33.78,24.0,4787.0,562.0,1653.0,548.0,12.9758,500001.0,NEAR OCEAN --118.44,33.79,27.0,2141.0,260.0,635.0,240.0,11.6648,500001.0,NEAR OCEAN --118.41,33.77,22.0,7554.0,991.0,2808.0,946.0,10.06,500001.0,NEAR OCEAN --118.46,33.77,28.0,3065.0,406.0,1101.0,391.0,10.5536,500001.0,NEAR OCEAN --118.42,33.78,36.0,2093.0,303.0,802.0,300.0,8.0957,500001.0,NEAR OCEAN --118.37,33.77,26.0,6339.0,876.0,2540.0,880.0,10.1447,500001.0,NEAR OCEAN --118.38,33.77,21.0,11353.0,1537.0,4649.0,1504.0,9.821,500001.0,NEAR OCEAN --118.38,33.77,17.0,10950.0,2207.0,4713.0,2043.0,6.3064,418300.0,NEAR OCEAN --118.38,33.79,32.0,10445.0,1620.0,4474.0,1576.0,7.7042,500001.0,NEAR OCEAN --118.4,33.78,26.0,5005.0,776.0,2357.0,790.0,8.5421,500001.0,NEAR OCEAN --118.42,33.75,22.0,17591.0,2604.0,6897.0,2492.0,8.2831,500001.0,NEAR OCEAN --118.34,33.76,34.0,5586.0,674.0,1871.0,636.0,15.0001,500001.0,NEAR OCEAN --118.35,33.74,25.0,8272.0,1132.0,3392.0,1132.0,10.0973,500001.0,NEAR OCEAN --118.38,33.75,23.0,8277.0,1290.0,3176.0,1159.0,7.6986,500001.0,NEAR OCEAN --118.39,33.71,18.0,1193.0,233.0,475.0,228.0,7.5594,500001.0,NEAR OCEAN --118.41,33.75,4.0,311.0,51.0,128.0,46.0,9.8091,500001.0,NEAR OCEAN --118.31,33.77,20.0,5776.0,956.0,2757.0,936.0,6.6447,416800.0,<1H OCEAN --118.31,33.76,26.0,4486.0,709.0,1873.0,719.0,6.5704,414700.0,<1H OCEAN --118.31,33.75,36.0,2715.0,474.0,1303.0,457.0,4.6042,357300.0,NEAR OCEAN --118.31,33.75,34.0,2338.0,393.0,1031.0,373.0,6.287,396400.0,NEAR OCEAN --118.33,33.77,33.0,4244.0,595.0,1534.0,557.0,9.8214,500001.0,NEAR OCEAN --118.32,33.75,33.0,2996.0,398.0,1048.0,387.0,9.267,500001.0,NEAR OCEAN --118.32,33.75,37.0,1080.0,135.0,366.0,142.0,11.6677,500001.0,NEAR OCEAN --118.32,33.74,24.0,6097.0,794.0,2248.0,806.0,10.1357,500001.0,NEAR OCEAN --118.32,33.77,37.0,627.0,95.0,259.0,106.0,6.887,500001.0,<1H OCEAN --118.34,34.09,37.0,1442.0,501.0,998.0,503.0,2.4432,200000.0,<1H OCEAN --118.35,34.09,35.0,1989.0,634.0,1108.0,593.0,1.6081,288900.0,<1H OCEAN --118.35,34.09,35.0,2705.0,785.0,1526.0,793.0,3.0349,266700.0,<1H OCEAN --118.35,34.09,35.0,2234.0,689.0,1334.0,662.0,2.5444,236100.0,<1H OCEAN --118.36,34.09,34.0,2832.0,883.0,1594.0,843.0,1.7558,312500.0,<1H OCEAN --118.36,34.09,36.0,1616.0,465.0,773.0,429.0,2.6,313600.0,<1H OCEAN --118.36,34.09,33.0,3463.0,1170.0,1845.0,1134.0,2.0205,243800.0,<1H OCEAN --118.36,34.09,30.0,2353.0,728.0,1365.0,718.0,2.0702,283300.0,<1H OCEAN --118.36,34.1,37.0,7097.0,2010.0,2913.0,1939.0,2.875,300000.0,<1H OCEAN --118.36,34.09,36.0,1390.0,458.0,874.0,468.0,2.5812,200000.0,<1H OCEAN --118.36,34.09,28.0,1111.0,300.0,526.0,294.0,2.6136,383300.0,<1H OCEAN --118.37,34.09,38.0,1349.0,344.0,547.0,309.0,3.2159,383300.0,<1H OCEAN --118.37,34.09,38.0,4408.0,1295.0,1690.0,1229.0,3.0156,300000.0,<1H OCEAN --118.37,34.09,33.0,3180.0,865.0,1347.0,841.0,4.0651,500001.0,<1H OCEAN --118.37,34.09,31.0,6348.0,1827.0,2559.0,1755.0,3.2818,225000.0,<1H OCEAN --118.37,34.09,22.0,4247.0,1253.0,1766.0,1170.0,3.1517,341700.0,<1H OCEAN --118.37,34.09,24.0,630.0,172.0,257.0,147.0,5.5224,400000.0,<1H OCEAN --118.37,34.08,28.0,4376.0,1202.0,1847.0,1128.0,2.6713,312500.0,<1H OCEAN --118.38,34.08,52.0,1479.0,360.0,652.0,346.0,2.945,431400.0,<1H OCEAN --118.38,34.08,30.0,4524.0,1312.0,1910.0,1243.0,2.8889,335300.0,<1H OCEAN --118.39,34.08,52.0,1244.0,304.0,444.0,282.0,3.5114,430800.0,<1H OCEAN --118.38,34.08,48.0,1226.0,288.0,370.0,264.0,3.9375,450000.0,<1H OCEAN --118.38,34.09,24.0,8264.0,2437.0,3148.0,2274.0,3.5659,281300.0,<1H OCEAN --118.38,34.09,28.0,4001.0,1352.0,1799.0,1220.0,2.5784,272900.0,<1H OCEAN --118.39,34.09,27.0,4312.0,1214.0,1634.0,1097.0,3.6207,362500.0,<1H OCEAN --118.39,34.09,28.0,2347.0,608.0,785.0,548.0,4.4167,425000.0,<1H OCEAN --118.39,34.08,28.0,833.0,230.0,349.0,210.0,3.067,375000.0,<1H OCEAN --118.4,34.1,27.0,3979.0,510.0,1351.0,520.0,15.0001,500001.0,<1H OCEAN --118.4,34.09,45.0,2686.0,283.0,857.0,259.0,15.0001,500001.0,<1H OCEAN --118.39,34.08,52.0,3759.0,464.0,1407.0,422.0,15.0001,500001.0,<1H OCEAN --118.4,34.08,52.0,3815.0,439.0,1266.0,413.0,15.0001,500001.0,<1H OCEAN --118.41,34.09,37.0,2716.0,302.0,809.0,291.0,15.0001,500001.0,<1H OCEAN --118.42,34.09,40.0,3552.0,392.0,1024.0,370.0,15.0001,500001.0,<1H OCEAN --118.42,34.08,48.0,2413.0,261.0,770.0,248.0,15.0001,500001.0,<1H OCEAN --118.41,34.07,52.0,3562.0,394.0,1163.0,361.0,15.0001,500001.0,<1H OCEAN --118.41,34.07,52.0,1202.0,142.0,408.0,138.0,15.0001,500001.0,<1H OCEAN --118.38,34.07,48.0,2799.0,596.0,1235.0,561.0,4.4896,500001.0,<1H OCEAN --118.39,34.07,33.0,5301.0,1281.0,2243.0,1159.0,4.2386,500001.0,<1H OCEAN --118.39,34.07,45.0,3143.0,553.0,1153.0,564.0,5.7762,500001.0,<1H OCEAN --118.39,34.08,27.0,6605.0,1710.0,2665.0,1520.0,3.8088,500001.0,<1H OCEAN --118.4,34.07,22.0,2170.0,593.0,850.0,520.0,2.9107,500001.0,<1H OCEAN --118.37,34.06,36.0,1661.0,395.0,690.0,365.0,3.3438,500001.0,<1H OCEAN --118.38,34.06,50.0,1509.0,291.0,690.0,259.0,6.2344,500001.0,<1H OCEAN --118.39,34.06,52.0,1213.0,194.0,503.0,194.0,8.0095,500001.0,<1H OCEAN --118.38,34.06,52.0,1311.0,217.0,578.0,205.0,7.6771,500001.0,<1H OCEAN --118.39,34.06,43.0,1879.0,397.0,873.0,382.0,3.8158,500001.0,<1H OCEAN --118.39,34.06,37.0,2975.0,705.0,1291.0,654.0,5.3316,500001.0,<1H OCEAN --118.39,34.06,39.0,3299.0,831.0,1649.0,759.0,3.3295,500001.0,<1H OCEAN --118.4,34.06,37.0,3781.0,873.0,1725.0,838.0,4.1455,500001.0,<1H OCEAN --118.4,34.06,47.0,3652.0,967.0,1438.0,887.0,3.6964,500001.0,<1H OCEAN --118.4,34.06,52.0,1871.0,326.0,646.0,284.0,8.2961,500001.0,<1H OCEAN --118.4,34.06,52.0,2501.0,362.0,748.0,349.0,6.6343,500001.0,<1H OCEAN --118.41,34.06,43.0,2665.0,556.0,1015.0,506.0,4.1411,500001.0,<1H OCEAN --118.41,34.06,43.0,4994.0,1057.0,1830.0,969.0,5.5321,500001.0,<1H OCEAN --118.41,34.07,47.0,2979.0,626.0,1076.0,571.0,3.9904,500001.0,<1H OCEAN --118.45,34.06,52.0,204.0,34.0,1154.0,28.0,9.337,500001.0,<1H OCEAN --118.49,34.05,52.0,2416.0,291.0,810.0,270.0,13.8556,500001.0,<1H OCEAN --118.49,34.04,50.0,2597.0,340.0,964.0,339.0,13.3036,500001.0,<1H OCEAN --118.49,34.04,48.0,2381.0,345.0,859.0,306.0,8.0257,500001.0,<1H OCEAN --118.5,34.04,52.0,3000.0,374.0,1143.0,375.0,15.0001,500001.0,<1H OCEAN --118.5,34.04,52.0,2233.0,317.0,769.0,277.0,8.3839,500001.0,<1H OCEAN --118.49,34.04,31.0,4066.0,951.0,1532.0,868.0,4.8125,500001.0,<1H OCEAN --118.49,34.03,30.0,4061.0,927.0,1487.0,865.0,4.1827,435100.0,<1H OCEAN --118.51,34.04,40.0,1382.0,167.0,483.0,178.0,11.7045,500001.0,<1H OCEAN --118.5,34.03,52.0,1506.0,208.0,547.0,186.0,7.8705,500001.0,<1H OCEAN --118.5,34.03,52.0,1711.0,245.0,671.0,242.0,7.7572,500001.0,<1H OCEAN --118.5,34.03,44.0,2146.0,394.0,851.0,355.0,6.48,500001.0,<1H OCEAN --118.51,34.03,37.0,4072.0,905.0,1468.0,923.0,3.8571,500001.0,<1H OCEAN --118.52,34.02,24.0,7418.0,1755.0,2713.0,1577.0,5.0867,500001.0,<1H OCEAN --118.49,34.03,31.0,4949.0,1293.0,1985.0,1244.0,4.252,436700.0,<1H OCEAN --118.5,34.03,32.0,6365.0,1784.0,2767.0,1698.0,3.6451,383300.0,<1H OCEAN --118.5,34.02,28.0,5109.0,1482.0,2313.0,1451.0,3.3266,483300.0,<1H OCEAN --118.5,34.02,24.0,2924.0,1013.0,1492.0,943.0,2.775,291700.0,<1H OCEAN --118.5,34.02,35.0,2914.0,934.0,1334.0,870.0,2.9934,350000.0,<1H OCEAN --118.52,34.01,25.0,2757.0,738.0,1014.0,633.0,3.1433,500001.0,<1H OCEAN --118.49,34.03,32.0,3851.0,900.0,1456.0,836.0,4.5208,442100.0,<1H OCEAN --118.49,34.03,31.0,3155.0,808.0,1208.0,745.0,3.6769,450000.0,<1H OCEAN --118.49,34.02,27.0,4725.0,1185.0,1945.0,1177.0,4.1365,470800.0,<1H OCEAN --118.48,34.03,32.0,1793.0,476.0,1143.0,448.0,2.8981,353600.0,<1H OCEAN --118.49,34.02,28.0,2545.0,752.0,1548.0,679.0,2.9125,475000.0,<1H OCEAN --118.49,34.02,29.0,2709.0,799.0,1238.0,793.0,3.1563,330000.0,<1H OCEAN --118.48,34.04,47.0,1956.0,277.0,724.0,277.0,8.9616,500001.0,<1H OCEAN --118.48,34.04,49.0,3780.0,741.0,1435.0,690.0,4.3158,500001.0,<1H OCEAN --118.48,34.04,40.0,1395.0,285.0,610.0,262.0,3.9659,500001.0,<1H OCEAN --118.48,34.04,36.0,2539.0,535.0,979.0,500.0,3.6667,500001.0,<1H OCEAN --118.47,34.04,32.0,2909.0,748.0,1310.0,706.0,4.516,350000.0,<1H OCEAN --118.47,34.03,32.0,3024.0,784.0,1323.0,740.0,3.3889,347900.0,<1H OCEAN --118.48,34.03,39.0,1530.0,401.0,1074.0,375.0,3.5076,381800.0,<1H OCEAN --118.47,34.03,29.0,3287.0,882.0,1523.0,823.0,3.7381,290600.0,<1H OCEAN --118.47,34.03,31.0,2642.0,681.0,1303.0,625.0,3.5987,340500.0,<1H OCEAN --118.48,34.03,19.0,902.0,284.0,414.0,272.0,1.3333,310000.0,<1H OCEAN --118.48,34.02,22.0,1249.0,483.0,1106.0,481.0,2.5261,375000.0,<1H OCEAN --118.48,34.02,29.0,1585.0,542.0,1019.0,487.0,2.7072,375000.0,<1H OCEAN --118.49,34.02,30.0,2075.0,687.0,1026.0,592.0,3.1635,366700.0,<1H OCEAN --118.46,34.03,27.0,1965.0,631.0,1042.0,596.0,2.75,327300.0,<1H OCEAN --118.46,34.03,39.0,1244.0,283.0,886.0,284.0,3.125,325000.0,<1H OCEAN --118.46,34.03,52.0,523.0,,317.0,130.0,2.2794,337500.0,<1H OCEAN --118.46,34.02,29.0,2329.0,833.0,1953.0,800.0,2.6639,233300.0,<1H OCEAN --118.47,34.02,38.0,2163.0,651.0,1759.0,584.0,2.3382,297500.0,<1H OCEAN --118.48,34.02,11.0,72.0,16.0,150.0,20.0,2.625,250000.0,<1H OCEAN --118.47,34.02,35.0,3057.0,774.0,2223.0,732.0,2.0745,332500.0,<1H OCEAN --118.48,34.02,30.0,2027.0,609.0,1425.0,562.0,2.2917,330800.0,<1H OCEAN --118.48,34.02,25.0,1583.0,460.0,983.0,422.0,2.7019,293800.0,<1H OCEAN --118.49,34.02,28.0,1394.0,582.0,716.0,543.0,1.5132,450000.0,<1H OCEAN --118.49,34.01,28.0,651.0,252.0,333.0,174.0,1.9722,500001.0,<1H OCEAN --118.51,34.0,52.0,1241.0,502.0,679.0,459.0,2.3098,500001.0,<1H OCEAN --118.48,34.01,31.0,2851.0,804.0,1410.0,782.0,4.0893,381500.0,<1H OCEAN --118.48,34.0,41.0,2584.0,743.0,1058.0,668.0,3.2061,370000.0,<1H OCEAN --118.48,34.01,30.0,3078.0,954.0,1561.0,901.0,3.4852,425000.0,<1H OCEAN --118.49,34.0,32.0,3407.0,1071.0,1463.0,986.0,3.0369,500001.0,<1H OCEAN --118.48,34.01,31.0,1829.0,458.0,719.0,392.0,4.4,353800.0,<1H OCEAN --118.47,34.0,28.0,1259.0,302.0,668.0,280.0,4.2813,384400.0,<1H OCEAN --118.47,34.0,42.0,1271.0,301.0,574.0,312.0,3.1304,340500.0,<1H OCEAN --118.48,34.0,25.0,4149.0,1067.0,1749.0,1000.0,3.9722,450000.0,<1H OCEAN --118.48,34.0,29.0,1727.0,479.0,741.0,431.0,3.6121,500000.0,<1H OCEAN --118.48,34.0,52.0,1359.0,395.0,521.0,368.0,2.6736,500001.0,<1H OCEAN --118.5,33.99,22.0,3484.0,975.0,1268.0,952.0,3.2609,500001.0,<1H OCEAN --118.47,34.02,41.0,2136.0,549.0,986.0,557.0,2.7254,444400.0,<1H OCEAN --118.47,34.01,44.0,2175.0,475.0,1019.0,448.0,4.793,470800.0,<1H OCEAN --118.47,34.01,41.0,2704.0,557.0,1047.0,478.0,4.4211,462900.0,<1H OCEAN --118.48,34.01,40.0,2198.0,611.0,1023.0,567.0,3.755,398300.0,<1H OCEAN --118.47,34.01,41.0,752.0,201.0,482.0,207.0,2.5417,418200.0,<1H OCEAN --118.46,34.01,48.0,1640.0,322.0,664.0,301.0,4.0,500001.0,<1H OCEAN --118.46,34.01,46.0,1379.0,239.0,688.0,269.0,6.8901,500001.0,<1H OCEAN --118.47,34.01,44.0,2017.0,343.0,958.0,382.0,6.1014,480100.0,<1H OCEAN --118.47,34.01,43.0,1160.0,304.0,393.0,250.0,2.9167,461100.0,<1H OCEAN --118.47,34.01,27.0,1782.0,471.0,837.0,422.0,3.7727,413000.0,<1H OCEAN --118.45,34.02,41.0,2956.0,700.0,1212.0,645.0,3.4583,421900.0,<1H OCEAN --118.45,34.02,45.0,1230.0,201.0,565.0,219.0,6.3521,493400.0,<1H OCEAN --118.46,34.02,45.0,3803.0,970.0,1690.0,871.0,3.0476,456200.0,<1H OCEAN --118.46,34.02,46.0,2571.0,502.0,1225.0,501.0,6.0436,473000.0,<1H OCEAN --118.46,34.02,39.0,3599.0,776.0,1569.0,763.0,5.2571,405400.0,<1H OCEAN --118.37,34.03,39.0,213.0,44.0,138.0,52.0,2.125,196400.0,<1H OCEAN --118.38,34.03,44.0,1913.0,441.0,1295.0,432.0,3.9537,266400.0,<1H OCEAN --118.38,34.02,45.0,2098.0,486.0,1343.0,481.0,3.9615,268600.0,<1H OCEAN --118.39,34.02,38.0,2447.0,636.0,1312.0,574.0,3.5909,279400.0,<1H OCEAN --118.39,34.02,45.0,1577.0,421.0,1042.0,375.0,3.4375,314500.0,<1H OCEAN --118.38,34.01,18.0,9528.0,2075.0,3922.0,1920.0,4.7612,304100.0,<1H OCEAN --118.39,34.01,25.0,1101.0,285.0,543.0,294.0,2.3571,340600.0,<1H OCEAN --118.39,34.02,38.0,2521.0,647.0,1091.0,597.0,4.1296,322900.0,<1H OCEAN --118.39,34.01,35.0,4424.0,918.0,2101.0,888.0,3.9688,355100.0,<1H OCEAN --118.4,34.01,44.0,1494.0,262.0,618.0,266.0,5.4035,356300.0,<1H OCEAN --118.4,34.02,40.0,593.0,137.0,371.0,132.0,4.6932,332800.0,<1H OCEAN --118.39,34.0,40.0,1565.0,269.0,826.0,268.0,5.2035,485700.0,<1H OCEAN --118.39,33.99,32.0,2612.0,418.0,1030.0,402.0,6.603,369200.0,<1H OCEAN --118.39,33.99,43.0,612.0,135.0,402.0,142.0,5.1322,314900.0,<1H OCEAN --118.39,34.0,35.0,1465.0,386.0,1104.0,345.0,4.056,339100.0,<1H OCEAN --118.4,34.0,34.0,1816.0,335.0,872.0,339.0,4.85,329400.0,<1H OCEAN --118.4,34.0,37.0,1534.0,258.0,751.0,259.0,5.444,336000.0,<1H OCEAN --118.4,33.99,36.0,1280.0,240.0,704.0,217.0,5.9632,328100.0,<1H OCEAN --118.4,33.99,36.0,1225.0,213.0,591.0,227.0,5.4663,326700.0,<1H OCEAN --118.4,34.0,44.0,2122.0,385.0,1012.0,367.0,4.6687,344300.0,<1H OCEAN --118.4,34.01,48.0,1427.0,253.0,693.0,268.0,5.7405,351600.0,<1H OCEAN --118.41,34.01,44.0,2010.0,394.0,961.0,365.0,4.5982,333500.0,<1H OCEAN --118.41,34.0,37.0,1426.0,259.0,689.0,261.0,5.5284,331000.0,<1H OCEAN --118.41,34.01,26.0,2503.0,449.0,1218.0,426.0,5.3683,500001.0,<1H OCEAN --118.41,34.01,43.0,2000.0,529.0,1290.0,514.0,4.7031,302500.0,<1H OCEAN --118.41,34.01,33.0,3306.0,974.0,2475.0,924.0,2.8797,285300.0,<1H OCEAN --118.42,34.01,42.0,1700.0,438.0,997.0,436.0,2.9213,305000.0,<1H OCEAN --118.41,34.0,38.0,324.0,70.0,268.0,73.0,2.55,271400.0,<1H OCEAN --118.42,34.0,45.0,1807.0,355.0,883.0,371.0,5.0357,329800.0,<1H OCEAN --118.41,34.0,46.0,105.0,20.0,69.0,19.0,3.9643,275000.0,<1H OCEAN --118.42,34.0,33.0,1139.0,299.0,734.0,257.0,3.2708,325000.0,<1H OCEAN --118.43,34.0,37.0,1340.0,358.0,1008.0,340.0,3.7614,314300.0,<1H OCEAN --118.43,33.99,45.0,2092.0,451.0,1190.0,429.0,3.8021,323000.0,<1H OCEAN --118.44,33.99,44.0,305.0,72.0,156.0,70.0,5.9641,275000.0,<1H OCEAN --118.44,33.98,21.0,18132.0,5419.0,7431.0,4930.0,5.3359,500001.0,<1H OCEAN --118.38,33.99,21.0,11308.0,3039.0,5127.0,2839.0,4.6277,228300.0,<1H OCEAN --118.37,33.99,32.0,4018.0,564.0,1400.0,568.0,8.6718,439100.0,<1H OCEAN --118.36,33.99,35.0,3702.0,648.0,1449.0,614.0,5.3194,313700.0,<1H OCEAN --118.37,33.99,36.0,3228.0,543.0,1305.0,520.0,5.1695,397000.0,<1H OCEAN --118.38,33.98,25.0,7105.0,1012.0,2519.0,1004.0,6.8112,500001.0,<1H OCEAN --118.35,34.0,30.0,1879.0,226.0,740.0,266.0,6.431,492500.0,<1H OCEAN --118.35,34.0,46.0,3402.0,503.0,1389.0,504.0,5.3462,270400.0,<1H OCEAN --118.35,33.99,48.0,2741.0,439.0,1115.0,459.0,5.0514,269100.0,<1H OCEAN --118.36,33.99,43.0,2657.0,548.0,1145.0,524.0,4.1375,287100.0,<1H OCEAN --118.36,33.99,45.0,2005.0,368.0,909.0,364.0,4.6406,268900.0,<1H OCEAN --118.35,33.99,45.0,1764.0,401.0,679.0,334.0,3.2021,222100.0,<1H OCEAN --118.34,34.0,44.0,3183.0,513.0,1183.0,473.0,5.0407,314900.0,<1H OCEAN --118.34,34.0,49.0,2863.0,411.0,1108.0,406.0,5.8993,313300.0,<1H OCEAN --118.33,34.0,52.0,1114.0,169.0,486.0,176.0,4.2917,247600.0,<1H OCEAN --118.34,34.0,49.0,2465.0,372.0,1018.0,359.0,4.0,296800.0,<1H OCEAN --118.34,33.99,47.0,1107.0,199.0,437.0,178.0,3.7344,179400.0,<1H OCEAN --118.34,33.99,48.0,1172.0,205.0,497.0,190.0,3.825,183000.0,<1H OCEAN --118.35,34.0,40.0,2894.0,395.0,1063.0,409.0,6.939,372000.0,<1H OCEAN --118.6,34.13,20.0,14291.0,1934.0,5452.0,1875.0,9.1232,472000.0,<1H OCEAN --118.58,34.12,42.0,718.0,140.0,324.0,131.0,6.4018,500001.0,<1H OCEAN --118.59,34.11,35.0,2396.0,472.0,1054.0,457.0,6.4504,407000.0,<1H OCEAN --118.6,34.09,43.0,2228.0,438.0,960.0,395.0,7.6091,438500.0,<1H OCEAN --118.6,34.08,40.0,866.0,181.0,399.0,176.0,6.91,380000.0,<1H OCEAN --118.6,34.07,16.0,319.0,59.0,149.0,64.0,4.625,433300.0,<1H OCEAN --118.69,34.08,23.0,204.0,40.0,117.0,41.0,9.7646,500001.0,NEAR OCEAN --118.66,34.1,12.0,2560.0,365.0,907.0,366.0,10.076,500001.0,NEAR OCEAN --118.63,34.11,35.0,3795.0,690.0,1521.0,653.0,5.8735,448100.0,<1H OCEAN --118.67,34.16,17.0,16544.0,2206.0,6214.0,2118.0,9.1228,500001.0,<1H OCEAN --118.68,34.08,18.0,102.0,17.0,55.0,21.0,3.9934,500001.0,NEAR OCEAN --118.68,34.13,9.0,11251.0,1594.0,3029.0,1227.0,6.7273,500001.0,<1H OCEAN --118.76,34.13,10.0,4355.0,716.0,2030.0,674.0,6.5571,500001.0,NEAR OCEAN --118.75,34.1,34.0,2255.0,402.0,857.0,317.0,4.5333,377300.0,NEAR OCEAN --118.72,34.14,7.0,23866.0,4407.0,9873.0,4012.0,5.4032,318500.0,NEAR OCEAN --118.78,34.16,9.0,30405.0,4093.0,12873.0,3931.0,8.0137,399200.0,NEAR OCEAN --118.8,34.15,9.0,1143.0,179.0,647.0,180.0,6.8474,356700.0,NEAR OCEAN --118.75,34.17,16.0,2950.0,387.0,1228.0,379.0,5.3749,346100.0,NEAR OCEAN --118.84,34.11,12.0,7508.0,1058.0,2484.0,965.0,5.8788,500001.0,NEAR OCEAN --118.82,34.14,22.0,11668.0,1730.0,4054.0,1671.0,6.9935,385500.0,NEAR OCEAN --118.79,34.14,7.0,3003.0,504.0,1143.0,466.0,5.8548,500001.0,NEAR OCEAN --118.74,34.05,19.0,3487.0,686.0,2782.0,584.0,7.9184,500001.0,NEAR OCEAN --118.86,34.07,16.0,1409.0,244.0,970.0,172.0,8.0144,500001.0,NEAR OCEAN --118.88,34.02,19.0,15990.0,2611.0,5175.0,2173.0,7.7848,500001.0,NEAR OCEAN --118.85,34.04,21.0,3837.0,578.0,1509.0,509.0,8.4476,500001.0,NEAR OCEAN --118.78,34.05,28.0,1343.0,215.0,487.0,199.0,6.83,500001.0,NEAR OCEAN --118.58,34.06,25.0,4440.0,693.0,1560.0,636.0,8.8666,500001.0,<1H OCEAN --118.6,34.02,36.0,2043.0,467.0,606.0,326.0,8.4331,500001.0,NEAR OCEAN --118.62,34.06,25.0,3546.0,584.0,1530.0,601.0,7.4001,500001.0,NEAR OCEAN --118.66,34.02,23.0,8798.0,1465.0,2750.0,1208.0,8.7364,500001.0,NEAR OCEAN --117.76,34.71,15.0,2981.0,625.0,1694.0,540.0,2.9541,106700.0,INLAND --117.84,34.63,5.0,6739.0,1251.0,4614.0,1266.0,4.002,115100.0,INLAND --117.78,34.58,6.0,10263.0,1864.0,6163.0,1781.0,3.8803,120000.0,INLAND --117.96,34.71,32.0,3511.0,646.0,1733.0,510.0,3.46,123900.0,INLAND --118.09,34.74,34.0,1218.0,285.0,797.0,248.0,2.4348,104800.0,INLAND --118.06,34.71,14.0,2606.0,514.0,1228.0,512.0,2.5764,150000.0,INLAND --118.09,34.68,4.0,23386.0,4171.0,10493.0,3671.0,4.0211,144000.0,INLAND --118.11,34.68,6.0,7430.0,1184.0,3489.0,1115.0,5.3267,140100.0,INLAND --118.12,34.69,17.0,2479.0,390.0,1219.0,363.0,4.6417,125700.0,INLAND --118.12,34.68,12.0,5319.0,875.0,2439.0,779.0,4.6629,131500.0,INLAND --118.13,34.69,34.0,2156.0,397.0,1269.0,388.0,2.75,96800.0,INLAND --118.13,34.68,28.0,718.0,124.0,347.0,121.0,4.025,102600.0,INLAND --118.1,34.65,33.0,873.0,177.0,425.0,142.0,2.67,187500.0,INLAND --118.09,34.71,5.0,5807.0,1182.0,2602.0,1007.0,2.4012,159400.0,INLAND --118.1,34.7,5.0,10356.0,1647.0,4562.0,1427.0,4.9806,141100.0,INLAND --118.09,34.7,6.0,4558.0,804.0,1543.0,563.0,2.8548,138500.0,INLAND --118.1,34.71,16.0,3914.0,819.0,1524.0,795.0,2.415,137500.0,INLAND --118.12,34.71,26.0,4230.0,823.0,2789.0,793.0,2.5179,104000.0,INLAND --118.12,34.71,46.0,40.0,10.0,14.0,7.0,1.125,225000.0,INLAND --118.12,34.7,7.0,4915.0,885.0,2833.0,874.0,4.3229,130000.0,INLAND --118.13,34.7,34.0,1943.0,500.0,1078.0,446.0,1.1296,93800.0,INLAND --118.13,34.69,32.0,3670.0,765.0,1986.0,673.0,3.682,108800.0,INLAND --118.12,34.69,27.0,3019.0,501.0,1580.0,523.0,3.7804,113500.0,INLAND --118.14,34.68,31.0,2666.0,662.0,1337.0,602.0,2.4432,101100.0,INLAND --118.14,34.69,35.0,2118.0,374.0,1108.0,360.0,3.4327,100300.0,INLAND --118.14,34.68,33.0,2815.0,485.0,1447.0,489.0,4.2679,119600.0,INLAND --118.14,34.68,25.0,1703.0,342.0,775.0,309.0,4.5455,126500.0,INLAND --118.16,34.68,17.0,2994.0,832.0,1571.0,695.0,2.5902,85400.0,INLAND --118.15,34.69,32.0,1300.0,234.0,712.0,249.0,3.25,107500.0,INLAND --118.16,34.68,9.0,4303.0,900.0,2240.0,861.0,3.7807,110900.0,INLAND --118.15,34.67,5.0,12317.0,2953.0,6291.0,2654.0,3.5732,146900.0,INLAND --118.14,34.65,20.0,1257.0,201.0,551.0,186.0,4.6591,247200.0,INLAND --118.14,34.72,15.0,2181.0,361.0,1057.0,300.0,4.625,118100.0,INLAND --118.16,34.71,27.0,6007.0,998.0,2680.0,882.0,4.1719,117200.0,INLAND --118.15,34.71,36.0,1338.0,250.0,709.0,250.0,3.5625,101400.0,INLAND --118.14,34.71,33.0,2347.0,461.0,1482.0,374.0,2.8194,93000.0,INLAND --118.14,34.71,32.0,1164.0,248.0,588.0,270.0,1.1917,86900.0,INLAND --118.15,34.71,35.0,1503.0,309.0,842.0,300.0,2.5278,97700.0,INLAND --118.14,34.7,36.0,1205.0,317.0,678.0,290.0,2.0182,98400.0,INLAND --118.14,34.7,12.0,1984.0,614.0,1071.0,574.0,1.2532,102100.0,INLAND --118.15,34.7,36.0,2696.0,454.0,1192.0,452.0,3.9615,116300.0,INLAND --118.16,34.7,33.0,2918.0,494.0,1365.0,478.0,4.8787,127700.0,INLAND --118.16,34.69,35.0,3114.0,583.0,1974.0,545.0,3.9028,126800.0,INLAND --118.14,34.69,34.0,1439.0,327.0,708.0,298.0,3.2699,100000.0,INLAND --118.14,34.69,48.0,1379.0,327.0,696.0,304.0,2.1167,94900.0,INLAND --118.28,34.76,19.0,3430.0,601.0,1817.0,571.0,4.7875,163600.0,INLAND --118.19,34.77,16.0,2035.0,370.0,704.0,330.0,2.1979,146400.0,INLAND --118.2,34.69,5.0,9076.0,1503.0,7694.0,1278.0,4.875,163400.0,INLAND --118.17,34.69,12.0,4881.0,803.0,2188.0,724.0,4.1667,171900.0,INLAND --118.17,34.68,13.0,5341.0,773.0,2288.0,724.0,6.6772,185600.0,INLAND --118.19,34.67,8.0,11275.0,1822.0,5731.0,1692.0,5.0285,167900.0,INLAND --118.17,34.67,5.0,8352.0,1555.0,3723.0,1389.0,4.5659,140300.0,INLAND --118.19,34.65,33.0,1781.0,326.0,913.0,314.0,3.9963,126800.0,INLAND --118.17,34.66,9.0,1561.0,253.0,731.0,233.0,5.7049,173200.0,INLAND --118.22,34.67,28.0,2357.0,408.0,1162.0,384.0,4.3636,179700.0,INLAND --118.23,34.66,25.0,2627.0,387.0,1059.0,338.0,3.6382,138200.0,INLAND --118.22,34.66,17.0,3810.0,662.0,1867.0,586.0,4.9,152400.0,INLAND --118.21,34.65,17.0,4001.0,814.0,2313.0,756.0,3.0441,140100.0,INLAND --118.23,34.65,17.0,1827.0,348.0,766.0,335.0,3.5673,136300.0,INLAND --118.27,34.68,19.0,552.0,129.0,314.0,106.0,3.2125,185400.0,INLAND --118.29,34.65,18.0,6893.0,1372.0,2837.0,1221.0,3.3173,218400.0,INLAND --118.32,34.62,31.0,1398.0,273.0,884.0,299.0,4.8409,264900.0,INLAND --118.38,34.58,18.0,1859.0,375.0,913.0,372.0,4.3456,148900.0,INLAND --118.61,34.73,25.0,3080.0,587.0,1558.0,510.0,5.0839,156700.0,INLAND --118.4,34.7,10.0,4122.0,814.0,2164.0,710.0,4.2941,151600.0,INLAND --117.92,34.63,34.0,81.0,26.0,53.0,14.0,1.4091,137500.0,INLAND --117.92,34.59,7.0,681.0,125.0,485.0,104.0,2.7396,125600.0,INLAND --117.93,34.57,5.0,5613.0,1060.0,3569.0,999.0,3.1946,132700.0,INLAND --117.9,34.53,8.0,3484.0,647.0,2169.0,619.0,3.9766,135800.0,INLAND --117.96,34.53,10.0,2907.0,559.0,1681.0,531.0,3.8594,141000.0,INLAND --117.98,34.53,13.0,2815.0,535.0,1492.0,491.0,4.0945,135700.0,INLAND --118.09,34.63,31.0,1537.0,416.0,1239.0,397.0,1.9722,99200.0,INLAND --118.02,34.62,38.0,248.0,55.0,261.0,53.0,2.1413,96900.0,INLAND --118.18,34.63,19.0,3562.0,606.0,1677.0,578.0,4.1573,228100.0,INLAND --118.17,34.61,7.0,2465.0,336.0,978.0,332.0,7.1381,292200.0,INLAND --118.16,34.6,2.0,11008.0,1549.0,4098.0,1367.0,6.4865,204400.0,INLAND --118.12,34.6,33.0,2189.0,497.0,1459.0,443.0,2.3958,94500.0,INLAND --118.15,34.59,33.0,2111.0,429.0,1067.0,397.0,3.7344,111400.0,INLAND --118.16,34.6,5.0,7294.0,1139.0,3123.0,930.0,4.9904,154100.0,INLAND --118.21,34.56,12.0,2472.0,408.0,1048.0,380.0,4.7097,262100.0,INLAND --118.22,34.63,4.0,14348.0,2145.0,5839.0,1806.0,5.3799,222400.0,INLAND --118.21,34.64,16.0,2573.0,427.0,1273.0,426.0,5.9508,181100.0,INLAND --118.12,34.58,13.0,2614.0,650.0,1949.0,537.0,2.0547,102600.0,INLAND --118.13,34.58,29.0,2370.0,475.0,1746.0,483.0,3.7464,113500.0,INLAND --118.14,34.57,6.0,9882.0,1892.0,4892.0,1621.0,3.7636,167600.0,INLAND --118.12,34.56,5.0,6446.0,1154.0,3427.0,1104.0,3.9936,148500.0,INLAND --118.1,34.58,32.0,1489.0,306.0,774.0,267.0,3.275,103500.0,INLAND --118.1,34.58,29.0,2843.0,603.0,1517.0,573.0,2.6658,106900.0,INLAND --118.1,34.57,7.0,20377.0,4335.0,11973.0,3933.0,3.3086,138100.0,INLAND --118.09,34.57,4.0,9761.0,1683.0,4970.0,1535.0,4.5266,142900.0,INLAND --118.08,34.58,5.0,1113.0,186.0,631.0,168.0,4.1719,146600.0,INLAND --118.07,34.58,34.0,3416.0,601.0,1929.0,567.0,4.0147,107400.0,INLAND --118.06,34.58,36.0,1493.0,258.0,899.0,260.0,3.86,109300.0,INLAND --118.08,34.58,12.0,3851.0,857.0,2169.0,811.0,3.0101,116300.0,INLAND --118.07,34.56,5.0,10264.0,1821.0,5871.0,1790.0,4.2329,145500.0,INLAND --118.08,34.56,14.0,5144.0,887.0,2846.0,824.0,4.5615,137200.0,INLAND --118.03,34.58,4.0,9849.0,1780.0,4546.0,1598.0,4.0729,154300.0,INLAND --118.02,34.57,4.0,10655.0,1706.0,5391.0,1529.0,5.083,151300.0,INLAND --118.01,34.55,2.0,2701.0,530.0,1368.0,430.0,4.071,137400.0,INLAND --118.08,34.55,5.0,16181.0,2971.0,8152.0,2651.0,4.5237,141800.0,INLAND --118.07,34.51,14.0,2798.0,459.0,1236.0,404.0,4.8667,239900.0,INLAND --118.37,34.43,11.0,17339.0,2866.0,8721.0,2803.0,5.9507,225200.0,INLAND --118.4,34.41,22.0,4443.0,560.0,1573.0,496.0,10.0285,500001.0,<1H OCEAN --118.35,34.52,14.0,3490.0,592.0,1710.0,580.0,5.9171,333300.0,INLAND --118.22,34.52,7.0,4524.0,735.0,2298.0,717.0,6.5538,311600.0,INLAND --118.26,34.5,6.0,5813.0,908.0,2275.0,790.0,4.7778,340400.0,INLAND --118.27,34.46,10.0,2184.0,405.0,1119.0,370.0,4.7437,294000.0,INLAND --118.13,34.44,10.0,2726.0,465.0,1773.0,459.0,4.8295,319100.0,INLAND --117.89,34.49,12.0,3449.0,598.0,1502.0,540.0,3.7043,150800.0,INLAND --117.96,34.48,32.0,1896.0,342.0,806.0,299.0,4.5769,159400.0,INLAND --117.79,34.45,18.0,2986.0,597.0,1355.0,472.0,3.2765,165000.0,INLAND --118.46,34.4,12.0,25957.0,4798.0,10475.0,4490.0,4.542,195300.0,<1H OCEAN --118.5,34.45,25.0,1290.0,190.0,689.0,216.0,6.0097,220200.0,<1H OCEAN --118.5,34.52,3.0,6577.0,1056.0,3032.0,1004.0,5.9263,251800.0,INLAND --118.48,34.47,36.0,84.0,12.0,29.0,17.0,3.375,187500.0,<1H OCEAN --118.5,34.46,17.0,10267.0,,4956.0,1483.0,5.5061,239400.0,<1H OCEAN --118.52,34.44,26.0,934.0,148.0,519.0,162.0,5.3209,185000.0,<1H OCEAN --118.53,34.44,19.0,3013.0,507.0,1356.0,484.0,5.1163,233200.0,<1H OCEAN --118.53,34.45,26.0,828.0,149.0,508.0,158.0,5.2374,185500.0,<1H OCEAN --118.53,34.44,19.0,1285.0,195.0,650.0,193.0,6.0398,217800.0,<1H OCEAN --118.52,34.46,5.0,15341.0,2527.0,7270.0,2320.0,6.1281,236200.0,<1H OCEAN --118.53,34.45,10.0,5509.0,969.0,3002.0,959.0,5.5981,220100.0,<1H OCEAN --118.51,34.43,15.0,8510.0,1258.0,3733.0,1233.0,6.1082,253700.0,<1H OCEAN --118.46,34.42,25.0,2988.0,525.0,1884.0,513.0,4.7007,169500.0,<1H OCEAN --118.44,34.5,5.0,1514.0,220.0,1355.0,215.0,8.1344,359000.0,INLAND --118.45,34.44,16.0,13406.0,2574.0,7030.0,2440.0,4.6861,187900.0,<1H OCEAN --118.49,34.43,15.0,8244.0,1409.0,4453.0,1357.0,5.4829,199600.0,<1H OCEAN --118.49,34.42,23.0,4166.0,756.0,2082.0,743.0,4.4107,213400.0,<1H OCEAN --118.48,34.42,21.0,1375.0,259.0,728.0,258.0,5.0166,229000.0,<1H OCEAN --118.47,34.42,17.0,913.0,228.0,530.0,201.0,3.038,238500.0,<1H OCEAN --118.47,34.42,25.0,3223.0,524.0,1763.0,508.0,5.2887,183000.0,<1H OCEAN --118.43,34.42,13.0,3600.0,580.0,1799.0,576.0,6.2971,218300.0,<1H OCEAN --118.43,34.43,5.0,21113.0,4386.0,9842.0,3886.0,4.2037,194600.0,<1H OCEAN --118.55,34.44,14.0,15348.0,2366.0,7087.0,2169.0,6.3277,237700.0,INLAND --118.56,34.42,2.0,966.0,270.0,233.0,169.0,1.9667,450000.0,<1H OCEAN --118.61,34.59,5.0,4028.0,896.0,2062.0,826.0,4.0579,167100.0,INLAND --118.7,34.53,5.0,14275.0,2474.0,7158.0,2311.0,5.4284,236300.0,INLAND --118.66,34.43,9.0,2356.0,469.0,1556.0,386.0,3.775,155000.0,INLAND --118.59,34.47,5.0,538.0,98.0,8733.0,105.0,4.2391,154600.0,INLAND --118.61,34.31,4.0,1949.0,458.0,868.0,398.0,5.0151,285200.0,<1H OCEAN --118.52,34.39,21.0,5477.0,1275.0,3384.0,1222.0,3.6625,228100.0,<1H OCEAN --118.53,34.38,18.0,2288.0,607.0,2305.0,597.0,3.227,136100.0,<1H OCEAN --118.54,34.38,18.0,2096.0,309.0,1044.0,328.0,6.8299,262100.0,<1H OCEAN --118.52,34.4,5.0,7748.0,1557.0,4768.0,1393.0,5.305,311200.0,<1H OCEAN --118.53,34.37,8.0,3839.0,852.0,1342.0,593.0,3.9118,333700.0,<1H OCEAN --118.54,34.37,27.0,2051.0,301.0,917.0,287.0,7.6059,323700.0,<1H OCEAN --118.52,34.36,5.0,4222.0,712.0,2024.0,646.0,5.8703,500001.0,<1H OCEAN --118.55,34.37,21.0,7010.0,1063.0,3331.0,1038.0,6.776,278100.0,<1H OCEAN --118.56,34.37,23.0,3927.0,728.0,1984.0,707.0,4.8536,202600.0,<1H OCEAN --118.55,34.41,8.0,21086.0,3945.0,9936.0,3790.0,5.8602,265100.0,<1H OCEAN --118.55,34.38,24.0,6246.0,1028.0,2803.0,999.0,6.3002,282900.0,<1H OCEAN --118.56,34.41,4.0,17313.0,3224.0,6902.0,2707.0,5.6798,320900.0,<1H OCEAN --118.55,34.39,16.0,8726.0,1317.0,3789.0,1279.0,6.8419,323300.0,<1H OCEAN --118.61,34.38,2.0,5989.0,883.0,1787.0,613.0,6.6916,329500.0,INLAND --117.86,34.24,52.0,803.0,267.0,628.0,225.0,4.1932,14999.0,INLAND --118.12,34.23,52.0,433.0,69.0,147.0,53.0,3.9583,162500.0,INLAND --118.35,34.32,52.0,102.0,29.0,54.0,32.0,1.9875,191700.0,<1H OCEAN --118.38,34.3,39.0,1622.0,355.0,903.0,314.0,4.1125,183000.0,<1H OCEAN --118.29,34.36,34.0,503.0,99.0,275.0,68.0,4.5491,375000.0,INLAND --119.53,37.34,26.0,4047.0,702.0,571.0,199.0,2.3482,179500.0,INLAND --119.51,37.32,14.0,362.0,78.0,88.0,39.0,3.5893,214300.0,INLAND --119.56,37.29,14.0,2391.0,451.0,798.0,308.0,3.0924,114600.0,INLAND --119.45,37.21,17.0,3538.0,726.0,1603.0,629.0,2.9449,95600.0,INLAND --119.65,37.09,17.0,1280.0,254.0,707.0,267.0,3.55,106300.0,INLAND --119.59,37.39,19.0,3273.0,611.0,1164.0,481.0,3.5446,106500.0,INLAND --119.66,37.39,10.0,2106.0,410.0,1003.0,397.0,2.7813,124100.0,INLAND --119.68,37.35,13.0,2307.0,386.0,925.0,347.0,3.1326,119800.0,INLAND --119.72,37.38,16.0,2131.0,424.0,989.0,369.0,2.6071,103700.0,INLAND --119.65,37.32,11.0,2161.0,448.0,820.0,405.0,2.3565,122300.0,INLAND --119.64,37.31,15.0,2654.0,530.0,1267.0,489.0,2.8393,104400.0,INLAND --119.6,37.29,13.0,1722.0,325.0,712.0,269.0,2.625,137500.0,INLAND --119.62,37.33,7.0,3389.0,621.0,1268.0,474.0,3.0224,147800.0,INLAND --119.91,37.23,17.0,2171.0,389.0,1042.0,375.0,3.625,94400.0,INLAND --119.85,37.1,8.0,828.0,168.0,413.0,146.0,3.375,80700.0,INLAND --119.68,37.19,10.0,3113.0,589.0,1508.0,512.0,2.8167,96100.0,INLAND --119.77,37.19,8.0,5212.0,872.0,2383.0,857.0,4.1099,113600.0,INLAND --119.67,37.27,13.0,5087.0,981.0,2284.0,913.0,2.7413,123100.0,INLAND --120.31,37.11,38.0,1696.0,301.0,985.0,278.0,2.4054,112500.0,INLAND --120.35,37.04,37.0,1495.0,292.0,858.0,275.0,2.9306,46300.0,INLAND --120.25,37.04,21.0,1724.0,317.0,1006.0,290.0,3.2868,91700.0,INLAND --120.16,37.12,29.0,1995.0,392.0,1261.0,354.0,1.9073,79200.0,INLAND --120.27,37.11,18.0,1277.0,234.0,674.0,238.0,2.6694,75900.0,INLAND --120.25,37.11,20.0,2062.0,466.0,1285.0,456.0,1.5319,50500.0,INLAND --120.26,37.11,33.0,1097.0,254.0,627.0,253.0,1.2794,50700.0,INLAND --120.27,37.12,42.0,1142.0,236.0,597.0,210.0,1.7279,52300.0,INLAND --120.27,37.12,36.0,1219.0,258.0,639.0,245.0,1.9464,57000.0,INLAND --120.27,37.12,17.0,3328.0,628.0,1580.0,619.0,2.9861,81500.0,INLAND --120.26,37.13,33.0,1239.0,250.0,648.0,227.0,2.0278,58800.0,INLAND --120.43,36.99,16.0,1027.0,199.0,673.0,193.0,2.9688,63800.0,INLAND --120.29,36.88,34.0,1391.0,297.0,943.0,281.0,2.4219,83900.0,INLAND --120.06,36.95,24.0,646.0,134.0,454.0,149.0,2.125,61900.0,INLAND --120.06,36.94,19.0,901.0,183.0,700.0,190.0,2.2375,64300.0,INLAND --120.04,36.93,11.0,3606.0,699.0,2074.0,644.0,2.6941,63300.0,INLAND --120.05,36.95,18.0,2287.0,534.0,1339.0,505.0,2.2527,65200.0,INLAND --120.21,36.98,21.0,1667.0,303.0,861.0,276.0,2.6012,92200.0,INLAND --120.16,36.96,18.0,508.0,104.0,393.0,114.0,3.0,156300.0,INLAND --120.11,36.96,17.0,3344.0,570.0,1624.0,536.0,3.8952,95300.0,INLAND --120.08,37.06,18.0,402.0,76.0,213.0,71.0,1.9063,95800.0,INLAND --120.09,37.0,11.0,3761.0,675.0,2374.0,673.0,3.4598,74600.0,INLAND --120.06,37.02,13.0,6301.0,1080.0,3840.0,1033.0,3.5258,84900.0,INLAND --119.94,37.04,14.0,1636.0,253.0,766.0,225.0,3.125,88500.0,INLAND --120.09,37.02,9.0,1608.0,297.0,1057.0,295.0,3.7143,81600.0,INLAND --119.95,36.96,18.0,1996.0,379.0,1327.0,356.0,2.6087,96000.0,INLAND --120.02,36.95,25.0,2115.0,482.0,1976.0,474.0,1.8431,53900.0,INLAND --119.9,36.94,11.0,2513.0,408.0,1360.0,415.0,4.277,98500.0,INLAND --119.85,36.97,13.0,2872.0,477.0,1607.0,481.0,4.475,102400.0,INLAND --119.88,36.93,12.0,3174.0,520.0,1590.0,488.0,4.5347,101200.0,INLAND --119.87,36.93,13.0,1429.0,209.0,702.0,205.0,4.3625,111800.0,INLAND --120.07,36.98,12.0,1790.0,379.0,1399.0,397.0,2.5388,59600.0,INLAND --120.06,36.98,12.0,2710.0,575.0,1724.0,516.0,1.4712,60400.0,INLAND --120.05,36.98,16.0,3705.0,739.0,2463.0,697.0,2.5288,61800.0,INLAND --120.05,36.97,20.0,2029.0,427.0,983.0,401.0,1.8444,47100.0,INLAND --120.06,36.97,38.0,1542.0,364.0,1220.0,334.0,1.625,52800.0,INLAND --120.07,36.97,28.0,1563.0,403.0,1564.0,408.0,1.5662,48000.0,INLAND --120.07,36.96,34.0,1457.0,239.0,557.0,226.0,3.6181,96500.0,INLAND --120.08,36.97,13.0,3356.0,589.0,1458.0,601.0,3.8257,94200.0,INLAND --120.1,36.96,20.0,2100.0,317.0,910.0,274.0,4.8187,90900.0,INLAND --120.09,36.95,16.0,3222.0,511.0,1425.0,503.0,4.1544,119400.0,INLAND --120.08,36.96,36.0,2074.0,349.0,954.0,363.0,3.1136,73800.0,INLAND --120.08,36.95,41.0,1164.0,211.0,476.0,171.0,2.4196,70700.0,INLAND --120.07,36.97,27.0,968.0,240.0,587.0,231.0,1.6071,55000.0,INLAND --120.06,36.97,35.0,1859.0,428.0,1208.0,399.0,1.4044,61700.0,INLAND --120.05,36.96,37.0,1000.0,261.0,1092.0,233.0,1.4267,52300.0,INLAND --120.05,36.95,31.0,696.0,254.0,913.0,248.0,1.4,52500.0,INLAND --120.06,36.96,44.0,1288.0,295.0,723.0,287.0,1.6534,61400.0,INLAND --120.07,36.96,42.0,963.0,216.0,471.0,211.0,2.2898,66100.0,INLAND --120.07,36.96,32.0,1268.0,283.0,549.0,273.0,1.4511,65200.0,INLAND --120.04,36.97,20.0,2129.0,526.0,1845.0,522.0,1.8973,51600.0,INLAND --120.04,36.96,23.0,2126.0,506.0,2091.0,491.0,1.3713,51800.0,INLAND --120.04,36.95,36.0,1528.0,347.0,1334.0,304.0,1.3594,48300.0,INLAND --119.98,36.9,26.0,1284.0,239.0,820.0,254.0,2.5833,62300.0,INLAND --119.81,36.92,14.0,4795.0,710.0,2047.0,640.0,4.665,121300.0,INLAND --119.98,36.86,31.0,2366.0,482.0,1933.0,433.0,3.0234,65000.0,INLAND --120.13,36.87,32.0,2089.0,468.0,1765.0,427.0,2.234,61700.0,INLAND --122.49,38.1,43.0,1226.0,244.0,491.0,205.0,4.9286,307000.0,NEAR BAY --122.54,38.14,16.0,4431.0,603.0,1659.0,630.0,7.5412,392100.0,NEAR BAY --122.55,38.1,26.0,5188.0,892.0,2341.0,906.0,5.0029,255600.0,NEAR BAY --122.62,38.15,14.0,2259.0,341.0,1127.0,346.0,6.4092,334900.0,<1H OCEAN --122.59,38.13,20.0,1589.0,231.0,601.0,224.0,5.3755,290900.0,<1H OCEAN --122.58,38.15,9.0,1302.0,177.0,682.0,190.0,7.5,423200.0,<1H OCEAN --122.57,38.11,24.0,2863.0,734.0,1583.0,682.0,3.1981,215300.0,NEAR BAY --122.57,38.11,32.0,3521.0,748.0,1706.0,723.0,3.4705,228600.0,NEAR BAY --122.59,38.12,25.0,7784.0,1145.0,3445.0,1166.0,6.0132,287900.0,<1H OCEAN --122.58,38.12,13.0,5027.0,871.0,1912.0,770.0,4.9286,309500.0,NEAR BAY --122.6,38.11,19.0,1752.0,328.0,873.0,336.0,3.8068,201600.0,<1H OCEAN --122.6,38.11,23.0,8642.0,1294.0,3594.0,1253.0,5.3962,301500.0,<1H OCEAN --122.65,38.11,21.0,3891.0,616.0,1968.0,632.0,5.5524,279200.0,<1H OCEAN --122.61,38.09,18.0,6205.0,821.0,2311.0,756.0,6.9081,368700.0,<1H OCEAN --122.58,38.1,22.0,11872.0,2300.0,5600.0,2200.0,4.6463,276300.0,NEAR BAY --122.58,38.08,27.0,10839.0,1637.0,4406.0,1623.0,5.615,285600.0,NEAR BAY --122.55,38.07,5.0,1495.0,235.0,555.0,201.0,6.7232,345000.0,NEAR BAY --122.56,38.09,17.0,9614.0,2123.0,4684.0,2060.0,4.1705,209800.0,NEAR BAY --122.56,38.06,19.0,15622.0,2721.0,6109.0,2615.0,5.0965,295300.0,NEAR BAY --122.55,38.07,38.0,3392.0,709.0,1894.0,713.0,3.0573,350800.0,NEAR BAY --122.41,38.07,20.0,4536.0,708.0,1812.0,701.0,6.0433,435900.0,NEAR BAY --122.51,38.06,24.0,9493.0,1935.0,5162.0,1880.0,3.0742,118800.0,NEAR BAY --122.53,38.01,16.0,1495.0,292.0,472.0,284.0,3.4432,67500.0,NEAR BAY --122.44,38.03,13.0,4284.0,1042.0,2146.0,937.0,4.1289,179200.0,NEAR BAY --122.45,38.01,36.0,4501.0,832.0,2196.0,800.0,4.3182,252700.0,NEAR BAY --122.53,38.01,27.0,3121.0,531.0,1318.0,489.0,5.4781,310900.0,NEAR BAY --122.51,38.0,17.0,2449.0,536.0,1157.0,543.0,3.9519,274200.0,NEAR BAY --122.49,38.0,26.0,48.0,8.0,19.0,8.0,7.7197,400000.0,NEAR BAY --122.55,38.03,29.0,7174.0,1169.0,3063.0,1172.0,6.0902,293200.0,NEAR BAY --122.57,38.03,24.0,2330.0,322.0,911.0,320.0,6.5253,387700.0,NEAR BAY --122.56,38.03,34.0,1887.0,290.0,815.0,283.0,6.5249,324800.0,NEAR BAY --122.59,38.04,25.0,3412.0,455.0,1238.0,406.0,8.3646,397300.0,NEAR BAY --122.57,38.02,33.0,9531.0,1487.0,3798.0,1409.0,5.6512,314000.0,NEAR BAY --122.56,38.01,21.0,2144.0,400.0,840.0,398.0,4.6,239500.0,NEAR BAY --122.55,38.02,27.0,4985.0,711.0,1928.0,742.0,6.4978,361500.0,NEAR BAY --122.55,38.01,27.0,3966.0,577.0,1657.0,611.0,6.3314,342200.0,NEAR BAY --122.54,38.0,28.0,3416.0,826.0,1694.0,800.0,3.18,277000.0,NEAR BAY --122.55,38.0,18.0,3119.0,803.0,1395.0,722.0,3.9265,301100.0,NEAR BAY --122.54,37.99,32.0,2236.0,348.0,818.0,330.0,7.3521,444000.0,NEAR BAY --122.52,37.98,31.0,6555.0,1571.0,2962.0,1464.0,2.8903,324200.0,NEAR BAY --122.54,37.98,52.0,1758.0,316.0,607.0,264.0,5.5083,371900.0,NEAR BAY --122.55,37.99,34.0,3306.0,555.0,1398.0,585.0,4.8993,319900.0,NEAR BAY --122.53,37.98,32.0,2390.0,336.0,810.0,354.0,8.5759,500001.0,NEAR BAY --122.55,37.98,31.0,3807.0,828.0,1581.0,795.0,3.293,337500.0,NEAR BAY --122.51,37.99,32.0,4138.0,632.0,1541.0,626.0,5.5791,433300.0,NEAR BAY --122.51,37.98,37.0,4801.0,699.0,1830.0,679.0,6.0762,487800.0,NEAR BAY --122.51,37.97,37.0,4296.0,1089.0,2100.0,1025.0,3.2462,329400.0,NEAR BAY --122.47,37.99,22.0,7274.0,1002.0,2468.0,957.0,7.494,439200.0,NEAR BAY --122.46,37.98,10.0,1325.0,189.0,427.0,162.0,12.0933,500001.0,NEAR BAY --122.49,37.99,27.0,5470.0,755.0,1916.0,764.0,6.994,420800.0,NEAR BAY --122.49,37.98,34.0,1256.0,178.0,460.0,174.0,6.4271,451700.0,NEAR BAY --122.53,37.97,52.0,205.0,119.0,228.0,132.0,1.9063,200000.0,NEAR BAY --122.53,37.97,52.0,1560.0,451.0,700.0,419.0,2.5125,270800.0,NEAR BAY --122.53,37.97,44.0,3595.0,953.0,1831.0,910.0,2.6036,287500.0,NEAR BAY --122.54,37.97,39.0,4193.0,762.0,1833.0,737.0,5.6263,352100.0,NEAR BAY --122.52,37.97,33.0,563.0,194.0,265.0,169.0,2.75,231300.0,NEAR BAY --122.51,37.96,39.0,3302.0,684.0,1574.0,653.0,3.6863,263800.0,NEAR BAY --122.52,37.96,35.0,2012.0,346.0,818.0,352.0,5.2818,331000.0,NEAR BAY --122.53,37.97,37.0,1340.0,322.0,621.0,314.0,3.5588,268800.0,NEAR BAY --122.52,37.95,37.0,350.0,57.0,179.0,69.0,6.2862,500001.0,NEAR BAY --122.53,37.96,35.0,908.0,194.0,413.0,197.0,3.9917,290800.0,NEAR BAY --122.47,37.95,16.0,3769.0,839.0,1986.0,815.0,3.9712,187500.0,NEAR BAY --122.5,37.96,16.0,100.0,20.0,45.0,25.0,6.1359,212500.0,NEAR BAY --122.5,37.97,25.0,6526.0,1902.0,5917.0,1812.0,2.7273,187500.0,NEAR BAY --122.64,38.01,36.0,1336.0,258.0,678.0,249.0,5.5789,292000.0,NEAR OCEAN --122.64,38.01,36.0,1199.0,232.0,551.0,229.0,3.7321,266700.0,NEAR OCEAN --122.68,38.01,41.0,1865.0,392.0,825.0,369.0,4.2011,255400.0,NEAR OCEAN --122.7,38.03,42.0,1410.0,308.0,624.0,292.0,4.1379,309100.0,NEAR OCEAN --122.65,38.01,40.0,1428.0,280.0,708.0,255.0,5.0766,305400.0,NEAR OCEAN --122.59,37.97,46.0,4036.0,856.0,1872.0,833.0,4.5625,275200.0,NEAR OCEAN --122.61,37.99,40.0,7737.0,1488.0,3108.0,1349.0,4.4375,289600.0,NEAR OCEAN --122.62,37.97,52.0,370.0,62.0,150.0,56.0,7.7006,316700.0,NEAR OCEAN --122.59,37.99,36.0,4869.0,871.0,1899.0,827.0,4.1659,302000.0,NEAR BAY --122.6,38.0,21.0,2198.0,462.0,1100.0,449.0,4.1098,246600.0,<1H OCEAN --122.59,38.01,35.0,8814.0,1307.0,3450.0,1258.0,6.1724,414300.0,NEAR BAY --122.57,37.99,45.0,2404.0,425.0,926.0,400.0,4.9674,320100.0,NEAR BAY --122.57,37.99,38.0,5587.0,996.0,2466.0,1027.0,4.1711,336900.0,NEAR BAY --122.57,37.98,49.0,2860.0,552.0,1178.0,522.0,4.625,355000.0,NEAR BAY --122.58,37.98,52.0,3675.0,649.0,1553.0,639.0,4.6905,316300.0,NEAR BAY --122.58,37.98,52.0,1180.0,216.0,467.0,197.0,4.9615,292200.0,NEAR BAY --122.56,37.98,36.0,2649.0,542.0,1111.0,557.0,4.8056,345700.0,NEAR BAY --122.56,37.97,52.0,1833.0,324.0,735.0,306.0,4.6944,398900.0,NEAR BAY --122.57,37.97,47.0,5416.0,1115.0,2177.0,1027.0,3.5055,382100.0,NEAR BAY --122.55,37.97,52.0,2232.0,291.0,731.0,253.0,7.1155,500001.0,NEAR BAY --122.57,37.96,52.0,3458.0,468.0,1449.0,471.0,9.1834,500001.0,NEAR BAY --122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,500001.0,NEAR OCEAN --122.56,37.94,36.0,2023.0,242.0,653.0,241.0,10.6272,500001.0,NEAR BAY --122.64,37.96,29.0,377.0,58.0,151.0,67.0,9.5551,500001.0,NEAR OCEAN --122.54,37.96,44.0,1552.0,204.0,596.0,208.0,10.129,500001.0,NEAR BAY --122.54,37.96,33.0,2534.0,495.0,996.0,449.0,4.3083,500001.0,NEAR BAY --122.54,37.95,38.0,2310.0,400.0,971.0,386.0,5.697,435700.0,NEAR BAY --122.52,37.95,33.0,4448.0,631.0,1675.0,628.0,7.8904,468800.0,NEAR BAY --122.53,37.95,22.0,7446.0,1979.0,2980.0,1888.0,3.5838,271300.0,NEAR BAY --122.53,37.96,36.0,4385.0,620.0,1549.0,626.0,8.3935,470500.0,NEAR BAY --122.53,37.93,42.0,2171.0,362.0,887.0,347.0,6.6125,393200.0,NEAR BAY --122.54,37.93,43.0,2998.0,470.0,970.0,430.0,5.5385,431800.0,NEAR BAY --122.54,37.94,39.0,3670.0,775.0,1519.0,788.0,4.4081,435200.0,NEAR BAY --122.54,37.94,26.0,3990.0,804.0,1550.0,792.0,5.1834,405500.0,NEAR BAY --122.52,37.94,18.0,1804.0,284.0,600.0,241.0,5.9582,500001.0,NEAR BAY --122.53,37.94,18.0,878.0,255.0,384.0,247.0,4.7344,200000.0,NEAR BAY --122.52,37.93,34.0,2782.0,502.0,1219.0,507.0,5.0779,333900.0,NEAR BAY --122.51,37.92,32.0,2622.0,541.0,1022.0,464.0,3.7647,375000.0,NEAR BAY --122.52,37.92,24.0,421.0,64.0,163.0,75.0,14.5833,500001.0,NEAR BAY --122.53,37.92,42.0,1741.0,301.0,723.0,306.0,5.5379,410500.0,NEAR BAY --122.53,37.93,37.0,1722.0,352.0,648.0,337.0,4.125,310300.0,NEAR BAY --122.53,37.92,45.0,1530.0,324.0,608.0,328.0,3.875,390800.0,NEAR BAY --122.52,37.92,47.0,793.0,163.0,334.0,151.0,5.8509,317800.0,NEAR BAY --122.5,37.92,32.0,2639.0,415.0,1013.0,408.0,6.1632,349200.0,NEAR BAY --122.5,37.92,30.0,2270.0,359.0,974.0,351.0,5.5926,300900.0,NEAR BAY --122.49,37.92,26.0,2170.0,347.0,849.0,318.0,6.2953,386200.0,NEAR BAY --122.51,37.91,2.0,647.0,136.0,203.0,118.0,6.641,310000.0,NEAR BAY --122.48,37.93,16.0,2947.0,802.0,1385.0,743.0,3.6731,318000.0,NEAR BAY --122.46,37.88,35.0,2492.0,409.0,812.0,373.0,8.8386,500001.0,NEAR BAY --122.47,37.87,36.0,4471.0,618.0,1315.0,582.0,11.5706,500001.0,NEAR BAY --122.45,37.91,27.0,2682.0,382.0,935.0,369.0,10.0791,500001.0,NEAR BAY --122.5,37.91,31.0,7001.0,1282.0,2755.0,1267.0,5.4851,441100.0,NEAR BAY --122.49,37.89,23.0,1650.0,403.0,541.0,336.0,6.0238,500001.0,NEAR BAY --122.47,37.89,23.0,10774.0,1736.0,3895.0,1683.0,7.2905,500001.0,NEAR BAY --122.45,37.9,30.0,3763.0,717.0,1292.0,632.0,8.4888,500001.0,NEAR BAY --122.5,37.88,28.0,5448.0,1089.0,2100.0,1023.0,4.7475,474600.0,NEAR BAY --122.51,37.89,27.0,2674.0,565.0,1233.0,547.0,3.4485,458300.0,NEAR BAY --122.53,37.91,37.0,2524.0,398.0,999.0,417.0,7.9892,500001.0,NEAR BAY --122.53,37.9,44.0,2846.0,551.0,1232.0,537.0,3.8839,327200.0,NEAR BAY --122.54,37.9,48.0,2491.0,460.0,937.0,455.0,4.4375,370000.0,NEAR BAY --122.54,37.91,48.0,2924.0,489.0,1159.0,505.0,5.6302,489000.0,NEAR BAY --122.55,37.92,52.0,2303.0,350.0,859.0,359.0,6.1085,500001.0,NEAR BAY --122.52,37.91,30.0,4174.0,739.0,1818.0,705.0,5.5951,402900.0,NEAR BAY --122.52,37.89,17.0,4363.0,1041.0,1640.0,989.0,3.9531,417600.0,NEAR BAY --122.52,37.9,16.0,1704.0,402.0,689.0,348.0,4.4239,267100.0,NEAR BAY --122.54,37.9,41.0,3170.0,622.0,1091.0,528.0,3.7813,389200.0,NEAR BAY --122.55,37.9,34.0,1431.0,224.0,503.0,220.0,7.9606,453400.0,NEAR BAY --122.56,37.9,48.0,1550.0,253.0,641.0,276.0,8.634,463500.0,NEAR BAY --122.56,37.91,52.0,1972.0,327.0,755.0,345.0,7.1924,500001.0,NEAR BAY --122.56,37.92,37.0,1926.0,290.0,721.0,298.0,8.9248,500001.0,NEAR BAY --122.55,37.91,48.0,1283.0,278.0,567.0,255.0,3.2794,460000.0,NEAR BAY --122.53,37.88,25.0,4921.0,866.0,1913.0,834.0,6.8742,413100.0,NEAR BAY --122.54,37.88,30.0,4382.0,732.0,1775.0,745.0,6.7809,414400.0,NEAR BAY --122.53,37.87,20.0,1814.0,282.0,658.0,253.0,7.9977,400000.0,NEAR BAY --122.53,37.88,36.0,2688.0,485.0,1064.0,449.0,4.4583,308600.0,NEAR BAY --122.56,37.9,36.0,1760.0,283.0,562.0,246.0,6.7546,402400.0,NEAR BAY --122.54,37.89,33.0,4971.0,836.0,1907.0,795.0,6.1275,424400.0,NEAR BAY --122.53,37.89,35.0,4127.0,689.0,1596.0,707.0,5.9073,400400.0,NEAR BAY --122.56,37.9,24.0,221.0,41.0,75.0,38.0,5.1292,362500.0,NEAR BAY --122.51,37.87,21.0,3904.0,980.0,1949.0,919.0,2.862,258400.0,NEAR BAY --122.47,37.85,19.0,1926.0,593.0,881.0,546.0,2.9145,140400.0,NEAR BAY --122.5,37.87,17.0,4333.0,947.0,1650.0,919.0,6.3066,346100.0,NEAR BAY --122.49,37.86,35.0,2729.0,538.0,969.0,528.0,6.7669,500001.0,NEAR BAY --122.49,37.86,52.0,2175.0,510.0,809.0,503.0,4.5398,442000.0,NEAR BAY --122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,500001.0,NEAR BAY --122.48,37.85,42.0,6297.0,1307.0,2096.0,1205.0,6.4752,500001.0,NEAR BAY --122.49,37.85,38.0,240.0,29.0,63.0,34.0,12.2547,500001.0,NEAR BAY --122.52,37.88,52.0,176.0,50.0,88.0,46.0,3.8068,275000.0,NEAR BAY --122.62,37.85,30.0,833.0,164.0,358.0,143.0,6.8198,493800.0,NEAR OCEAN --122.53,37.86,38.0,1183.0,196.0,628.0,205.0,3.75,478600.0,NEAR BAY --122.66,37.93,42.0,1505.0,324.0,553.0,277.0,4.1792,350000.0,NEAR OCEAN --122.71,37.88,21.0,2845.0,552.0,599.0,250.0,4.3125,495800.0,NEAR OCEAN --122.69,37.91,43.0,1730.0,326.0,629.0,279.0,4.3194,238700.0,NEAR OCEAN --122.71,37.9,23.0,1250.0,257.0,437.0,188.0,3.115,242600.0,NEAR OCEAN --122.86,38.1,44.0,2602.0,509.0,691.0,343.0,4.3125,261500.0,NEAR OCEAN --122.84,38.07,31.0,1858.0,367.0,701.0,297.0,3.8269,270700.0,NEAR OCEAN --122.93,38.02,28.0,1284.0,265.0,628.0,219.0,3.5469,200000.0,NEAR OCEAN --122.68,38.07,26.0,1445.0,244.0,510.0,207.0,5.6305,430000.0,NEAR OCEAN --122.9,38.28,52.0,1275.0,218.0,627.0,185.0,2.3482,163500.0,NEAR OCEAN --122.96,38.26,20.0,1982.0,358.0,308.0,132.0,3.1429,240900.0,NEAR OCEAN --122.81,38.08,19.0,1615.0,366.0,815.0,337.0,3.4609,238800.0,NEAR OCEAN --122.8,38.18,36.0,2378.0,476.0,957.0,362.0,3.625,253100.0,NEAR OCEAN --120.19,37.53,25.0,1470.0,341.0,706.0,283.0,1.7614,71300.0,INLAND --120.02,37.57,17.0,2116.0,425.0,909.0,319.0,2.7188,113100.0,INLAND --119.99,37.51,14.0,2878.0,617.0,1011.0,509.0,1.398,103800.0,INLAND --119.95,37.47,32.0,1312.0,315.0,600.0,265.0,1.5,91500.0,INLAND --119.98,37.43,12.0,2776.0,592.0,1236.0,489.0,2.5551,105000.0,INLAND --120.07,37.34,16.0,1667.0,372.0,762.0,283.0,1.75,87500.0,INLAND --120.31,37.64,11.0,2403.0,497.0,890.0,344.0,3.0,120800.0,INLAND --120.15,37.69,13.0,866.0,252.0,369.0,165.0,2.875,70200.0,INLAND --120.02,37.72,17.0,2806.0,600.0,990.0,410.0,2.3818,88100.0,INLAND --119.81,37.67,24.0,172.0,42.0,79.0,30.0,3.8333,93800.0,INLAND --119.82,37.57,13.0,1713.0,340.0,643.0,241.0,2.662,92400.0,INLAND --119.9,37.49,13.0,2230.0,443.0,920.0,361.0,3.0,112000.0,INLAND --119.84,37.48,17.0,2582.0,553.0,1087.0,423.0,2.5,104200.0,INLAND --119.8,37.5,15.0,989.0,184.0,406.0,151.0,3.1771,121900.0,INLAND --119.72,37.46,13.0,1999.0,375.0,750.0,308.0,2.875,96000.0,INLAND --119.85,37.39,14.0,2744.0,555.0,1153.0,474.0,2.753,111100.0,INLAND --119.55,37.75,30.0,2165.0,536.0,1500.0,414.0,3.5391,55900.0,INLAND --119.64,37.61,30.0,2857.0,661.0,291.0,135.0,2.6838,164600.0,INLAND --123.15,39.74,23.0,608.0,143.0,281.0,108.0,2.9306,70000.0,INLAND --123.24,39.81,25.0,1435.0,304.0,746.0,259.0,1.7788,57900.0,INLAND --123.23,39.77,25.0,2075.0,435.0,991.0,377.0,1.2281,60300.0,INLAND --123.47,39.8,18.0,2130.0,545.0,863.0,346.0,2.3571,79200.0,INLAND --123.71,39.88,42.0,1518.0,383.0,656.0,303.0,1.4952,69800.0,NEAR OCEAN --123.84,39.83,19.0,1461.0,340.0,515.0,227.0,1.5278,145800.0,NEAR OCEAN --123.58,39.66,15.0,1839.0,489.0,887.0,332.0,2.2429,100000.0,<1H OCEAN --123.5,39.67,22.0,2124.0,450.0,1122.0,446.0,2.1793,71500.0,INLAND --123.64,39.45,21.0,3359.0,677.0,1908.0,642.0,3.0433,140700.0,<1H OCEAN --123.79,39.5,24.0,1421.0,291.0,588.0,274.0,2.325,157300.0,<1H OCEAN --123.8,39.47,28.0,2492.0,507.0,1202.0,460.0,2.7857,150300.0,<1H OCEAN --123.73,39.44,32.0,790.0,151.0,380.0,142.0,2.7,165000.0,<1H OCEAN --123.84,39.46,47.0,1150.0,244.0,552.0,201.0,2.5192,110400.0,<1H OCEAN --123.8,39.46,35.0,1718.0,345.0,698.0,299.0,2.9243,131600.0,<1H OCEAN --123.8,39.44,52.0,1533.0,336.0,754.0,340.0,1.9213,95000.0,<1H OCEAN --123.79,39.44,49.0,2290.0,482.0,1201.0,479.0,3.5,113300.0,<1H OCEAN --123.8,39.44,33.0,2024.0,459.0,1019.0,422.0,1.9208,93600.0,<1H OCEAN --123.79,39.44,36.0,1330.0,273.0,761.0,286.0,2.7813,105800.0,<1H OCEAN --123.79,39.44,16.0,2017.0,423.0,1177.0,414.0,3.2171,116200.0,<1H OCEAN --123.85,39.42,11.0,1804.0,506.0,895.0,451.0,1.7574,150000.0,<1H OCEAN --123.34,39.5,15.0,2342.0,535.0,1064.0,433.0,1.8967,96600.0,INLAND --123.4,39.46,10.0,4086.0,831.0,2111.0,758.0,3.2156,104400.0,<1H OCEAN --123.32,39.42,22.0,2085.0,432.0,1133.0,402.0,2.3906,92600.0,<1H OCEAN --123.38,39.37,18.0,3946.0,813.0,1899.0,730.0,2.6424,124600.0,<1H OCEAN --123.35,39.42,18.0,1619.0,346.0,904.0,295.0,2.1625,77200.0,<1H OCEAN --123.37,39.43,32.0,2780.0,470.0,1281.0,479.0,3.588,96000.0,<1H OCEAN --123.36,39.41,46.0,1748.0,362.0,808.0,330.0,2.9183,76900.0,<1H OCEAN --123.35,39.4,27.0,1321.0,338.0,779.0,327.0,1.85,71800.0,<1H OCEAN --123.36,39.4,21.0,1081.0,254.0,715.0,275.0,1.5625,71500.0,<1H OCEAN --123.34,39.39,18.0,2821.0,628.0,1636.0,615.0,2.3333,84000.0,<1H OCEAN --123.1,39.36,19.0,1056.0,248.0,611.0,226.0,1.746,105000.0,INLAND --123.23,39.33,20.0,804.0,121.0,448.0,140.0,3.9632,147100.0,<1H OCEAN --123.15,39.31,19.0,1026.0,205.0,424.0,152.0,2.8833,154200.0,INLAND --123.11,39.32,20.0,2745.0,504.0,1421.0,430.0,3.3431,137500.0,INLAND --123.18,39.26,25.0,3066.0,570.0,1558.0,535.0,3.788,134200.0,<1H OCEAN --123.22,39.28,16.0,5569.0,1106.0,3148.0,1088.0,3.1455,142900.0,<1H OCEAN --123.36,39.25,17.0,1087.0,254.0,522.0,202.0,2.5875,144500.0,<1H OCEAN --123.18,39.23,18.0,243.0,55.0,115.0,54.0,2.125,175000.0,<1H OCEAN --123.21,39.2,17.0,3145.0,693.0,1560.0,647.0,2.2926,149300.0,<1H OCEAN --123.19,39.21,22.0,1542.0,291.0,821.0,285.0,3.5917,118800.0,<1H OCEAN --123.2,39.23,26.0,786.0,168.0,494.0,161.0,2.3583,105400.0,<1H OCEAN --123.75,39.37,16.0,1377.0,296.0,830.0,279.0,3.25,151400.0,<1H OCEAN --123.85,39.39,23.0,4671.0,912.0,2095.0,857.0,3.184,140500.0,<1H OCEAN --123.81,39.34,17.0,1981.0,371.0,773.0,325.0,3.1563,277000.0,<1H OCEAN --123.7,39.32,18.0,1652.0,352.0,711.0,292.0,3.1071,213200.0,<1H OCEAN --123.81,39.31,23.0,2754.0,577.0,887.0,432.0,3.3654,225000.0,NEAR OCEAN --123.73,39.17,20.0,4620.0,1042.0,1745.0,794.0,2.375,158800.0,NEAR OCEAN --123.53,38.93,38.0,1706.0,355.0,506.0,211.0,2.5625,165600.0,NEAR OCEAN --123.69,38.9,17.0,2206.0,478.0,1140.0,428.0,2.1985,95300.0,NEAR OCEAN --123.59,38.8,17.0,5202.0,1037.0,1742.0,803.0,3.1201,176100.0,NEAR OCEAN --123.54,39.17,18.0,2251.0,510.0,1032.0,369.0,2.2946,101000.0,<1H OCEAN --123.39,38.99,28.0,1416.0,294.0,812.0,258.0,3.4063,109400.0,<1H OCEAN --123.36,39.01,35.0,1551.0,321.0,857.0,288.0,2.7232,115400.0,<1H OCEAN --123.21,39.18,17.0,2772.0,576.0,1501.0,584.0,2.6275,142100.0,<1H OCEAN --123.34,39.1,24.0,5372.0,1051.0,3002.0,992.0,3.0652,131100.0,<1H OCEAN --123.21,39.07,17.0,1890.0,342.0,877.0,312.0,3.7833,159800.0,<1H OCEAN --123.22,39.15,45.0,1348.0,265.0,639.0,270.0,3.3667,115200.0,<1H OCEAN --123.22,39.16,32.0,1149.0,187.0,499.0,208.0,3.6587,154600.0,<1H OCEAN --123.23,39.13,33.0,1176.0,211.0,529.0,217.0,3.8958,144000.0,<1H OCEAN --123.22,39.15,36.0,1166.0,216.0,504.0,203.0,3.5938,122100.0,<1H OCEAN --123.21,39.15,52.0,1370.0,258.0,617.0,228.0,2.55,112900.0,<1H OCEAN --123.21,39.14,39.0,1419.0,262.0,661.0,278.0,3.0,114600.0,<1H OCEAN --123.21,39.13,27.0,1531.0,266.0,822.0,234.0,4.0469,127400.0,<1H OCEAN --123.2,39.16,14.0,1908.0,484.0,1195.0,467.0,1.7929,82300.0,<1H OCEAN --123.22,39.16,29.0,6121.0,1222.0,3595.0,1189.0,2.631,109600.0,<1H OCEAN --123.2,39.15,27.0,990.0,238.0,592.0,225.0,2.0074,96200.0,<1H OCEAN --123.19,39.15,16.0,2577.0,495.0,1232.0,488.0,2.6012,125600.0,<1H OCEAN --123.21,39.15,31.0,2685.0,675.0,1367.0,626.0,1.6571,108900.0,<1H OCEAN --123.2,39.14,17.0,1620.0,396.0,878.0,399.0,1.8042,109200.0,<1H OCEAN --123.2,39.13,26.0,1474.0,417.0,1065.0,401.0,1.375,84400.0,<1H OCEAN --123.21,39.14,15.0,2235.0,545.0,1376.0,516.0,1.9032,100000.0,<1H OCEAN --123.1,39.15,32.0,1143.0,208.0,454.0,188.0,3.8333,116100.0,<1H OCEAN --123.17,39.18,14.0,2240.0,327.0,1030.0,308.0,5.9585,214900.0,<1H OCEAN --123.17,39.15,30.0,1904.0,331.0,816.0,325.0,4.425,161900.0,<1H OCEAN --123.16,39.13,33.0,1320.0,303.0,1048.0,303.0,1.7813,94700.0,<1H OCEAN --123.16,39.1,31.0,418.0,82.0,327.0,81.0,2.775,120800.0,<1H OCEAN --123.19,39.12,38.0,267.0,57.0,196.0,60.0,2.3125,70000.0,<1H OCEAN --123.15,38.94,22.0,2163.0,436.0,1048.0,358.0,2.7171,95800.0,<1H OCEAN --123.1,38.97,36.0,1211.0,247.0,697.0,251.0,2.5761,94900.0,<1H OCEAN --120.46,37.51,22.0,2704.0,497.0,1432.0,399.0,2.9,83100.0,INLAND --120.68,37.47,33.0,1028.0,226.0,658.0,197.0,2.3043,66300.0,INLAND --120.75,37.44,27.0,2295.0,424.0,1252.0,350.0,3.6182,123200.0,INLAND --120.76,37.44,18.0,2003.0,398.0,1333.0,411.0,2.7562,90500.0,INLAND --120.77,37.42,27.0,949.0,224.0,888.0,241.0,2.3333,72800.0,INLAND --120.79,37.43,17.0,2534.0,517.0,1764.0,502.0,2.8519,80700.0,INLAND --120.79,37.41,35.0,2436.0,466.0,1730.0,469.0,2.2071,85900.0,INLAND --120.71,37.39,11.0,1479.0,341.0,1476.0,327.0,3.2721,73800.0,INLAND --120.71,37.39,40.0,680.0,160.0,785.0,175.0,2.6058,72700.0,INLAND --120.69,37.4,46.0,860.0,130.0,496.0,147.0,3.5167,137500.0,INLAND --120.74,37.33,30.0,2390.0,470.0,1409.0,428.0,2.1484,81300.0,INLAND --120.75,37.37,32.0,1656.0,317.0,1037.0,286.0,2.4964,88800.0,INLAND --120.73,37.38,37.0,653.0,176.0,827.0,176.0,1.9236,64400.0,INLAND --120.72,37.38,22.0,1311.0,319.0,1455.0,340.0,2.2813,67300.0,INLAND --120.73,37.38,23.0,1451.0,292.0,1052.0,265.0,2.8698,72900.0,INLAND --120.71,37.38,14.0,1979.0,432.0,1756.0,382.0,2.6923,71400.0,INLAND --120.84,37.4,7.0,2773.0,530.0,1374.0,505.0,2.6214,103800.0,INLAND --120.86,37.4,17.0,3511.0,636.0,1904.0,617.0,3.1111,113900.0,INLAND --120.84,37.43,32.0,2892.0,521.0,1580.0,484.0,3.7784,164500.0,INLAND --120.94,37.4,32.0,1175.0,208.0,774.0,222.0,3.0,109400.0,INLAND --120.88,37.37,24.0,1294.0,222.0,684.0,221.0,2.6908,103100.0,INLAND --120.89,37.33,27.0,2692.0,481.0,1518.0,447.0,2.0417,94200.0,INLAND --120.64,37.38,21.0,3157.0,637.0,2268.0,620.0,2.567,70400.0,INLAND --120.64,37.38,19.0,2256.0,449.0,1469.0,435.0,2.5129,84600.0,INLAND --120.65,37.33,25.0,1731.0,311.0,810.0,266.0,4.1058,107600.0,INLAND --120.59,37.39,16.0,4717.0,1119.0,3589.0,1017.0,2.1061,72800.0,INLAND --120.63,37.41,27.0,2083.0,444.0,1462.0,479.0,2.6439,69100.0,INLAND --120.57,37.43,39.0,2235.0,412.0,1268.0,402.0,2.6758,74600.0,INLAND --120.6,37.37,10.0,3075.0,498.0,1368.0,487.0,4.6667,130100.0,INLAND --120.6,37.36,27.0,2521.0,484.0,1307.0,456.0,3.0911,86900.0,INLAND --120.63,37.36,16.0,1605.0,282.0,866.0,284.0,4.0694,110200.0,INLAND --120.62,37.35,18.0,874.0,203.0,572.0,190.0,1.6833,71000.0,INLAND --120.62,37.36,15.0,3455.0,729.0,2014.0,659.0,3.2656,83500.0,INLAND --120.62,37.37,8.0,2608.0,428.0,1530.0,435.0,3.968,102100.0,INLAND --120.59,37.36,11.0,3946.0,978.0,2814.0,953.0,2.0179,87300.0,INLAND --120.6,37.35,34.0,1722.0,316.0,904.0,315.0,2.4653,66100.0,INLAND --120.61,37.35,34.0,1900.0,401.0,1009.0,385.0,2.2222,75000.0,INLAND --120.62,37.35,20.0,1457.0,372.0,1000.0,346.0,1.4615,69200.0,INLAND --120.61,37.32,18.0,5009.0,826.0,2497.0,805.0,4.25,146300.0,INLAND --120.6,37.34,34.0,1830.0,431.0,1304.0,415.0,2.1182,68900.0,INLAND --120.61,37.36,16.0,638.0,,380.0,132.0,1.9135,87500.0,INLAND --120.57,37.35,18.0,704.0,176.0,520.0,154.0,3.003,101300.0,INLAND --120.6,37.35,19.0,3874.0,676.0,2441.0,707.0,3.2955,88600.0,INLAND --120.59,37.35,15.0,3249.0,613.0,1569.0,595.0,3.5393,88000.0,INLAND --120.58,37.36,33.0,3564.0,716.0,2603.0,696.0,2.2179,67500.0,INLAND --120.64,37.2,16.0,2236.0,438.0,1361.0,393.0,2.0066,125000.0,INLAND --120.55,37.32,21.0,1410.0,229.0,590.0,205.0,3.3194,141400.0,INLAND --120.49,37.26,28.0,2159.0,416.0,1283.0,378.0,1.8939,83000.0,INLAND --120.5,37.37,18.0,8606.0,1678.0,5303.0,1644.0,2.4012,79700.0,INLAND --120.41,37.16,21.0,1684.0,341.0,1052.0,312.0,2.0809,95800.0,INLAND --120.51,37.32,13.0,2109.0,477.0,1108.0,466.0,2.3099,89600.0,INLAND --120.49,37.32,10.0,1275.0,255.0,620.0,240.0,3.0263,118300.0,INLAND --120.5,37.32,13.0,1936.0,384.0,1158.0,367.0,2.75,83200.0,INLAND --120.49,37.32,13.0,3474.0,927.0,2149.0,821.0,1.9528,85300.0,INLAND --120.48,37.32,13.0,3641.0,897.0,1737.0,788.0,2.1418,130600.0,INLAND --120.47,37.32,15.0,3952.0,984.0,2024.0,1026.0,2.558,121600.0,INLAND --120.5,37.34,16.0,1245.0,231.0,956.0,219.0,3.4559,108000.0,INLAND --120.48,37.34,8.0,6146.0,1017.0,2821.0,987.0,4.67,127600.0,INLAND --120.47,37.34,9.0,2934.0,511.0,1227.0,501.0,3.6742,117200.0,INLAND --120.43,37.32,16.0,1170.0,178.0,566.0,181.0,5.2522,125300.0,INLAND --120.45,37.32,21.0,1318.0,202.0,618.0,197.0,4.8214,117800.0,INLAND --120.45,37.32,19.0,3136.0,466.0,1631.0,484.0,3.6471,101400.0,INLAND --120.46,37.33,4.0,786.0,116.0,368.0,109.0,6.3215,138200.0,INLAND --120.46,37.33,17.0,6111.0,1171.0,2950.0,1104.0,3.2852,98800.0,INLAND --120.44,37.31,16.0,3369.0,532.0,1770.0,574.0,5.2662,126200.0,INLAND --120.45,37.31,20.0,4379.0,753.0,2055.0,716.0,3.7652,133500.0,INLAND --120.46,37.31,26.0,3170.0,572.0,1524.0,565.0,3.48,95300.0,INLAND --120.48,37.31,42.0,2361.0,512.0,1684.0,511.0,2.355,75600.0,INLAND --120.5,37.31,36.0,2162.0,433.0,1048.0,451.0,2.6797,81800.0,INLAND --120.49,37.31,45.0,1834.0,421.0,1405.0,407.0,2.0521,72400.0,INLAND --120.48,37.3,49.0,2919.0,719.0,1956.0,679.0,1.5427,88500.0,INLAND --120.48,37.3,39.0,1015.0,356.0,875.0,313.0,1.5,67000.0,INLAND --120.49,37.3,50.0,985.0,309.0,621.0,250.0,1.3125,60900.0,INLAND --120.44,37.31,21.0,6911.0,1341.0,3967.0,1297.0,3.0515,95200.0,INLAND --120.46,37.31,35.0,2042.0,378.0,953.0,356.0,2.7344,87800.0,INLAND --120.47,37.3,40.0,3693.0,771.0,2102.0,742.0,2.1838,75000.0,INLAND --120.46,37.3,36.0,3346.0,739.0,2151.0,713.0,2.3095,68300.0,INLAND --120.51,37.29,20.0,4927.0,1042.0,4205.0,1009.0,1.7679,79800.0,INLAND --120.5,37.3,29.0,1572.0,456.0,1697.0,429.0,1.76,63200.0,INLAND --120.49,37.3,35.0,1313.0,324.0,1350.0,343.0,1.75,57600.0,INLAND --120.49,37.29,17.0,2414.0,594.0,2487.0,582.0,1.0955,62700.0,INLAND --120.47,37.29,16.0,749.0,222.0,1277.0,224.0,1.2054,60900.0,INLAND --120.48,37.29,17.0,2266.0,693.0,3200.0,664.0,1.5635,60400.0,INLAND --120.47,37.28,19.0,1548.0,319.0,1227.0,309.0,1.7756,73300.0,INLAND --120.49,37.28,11.0,1721.0,381.0,1708.0,373.0,1.9535,57100.0,INLAND --120.44,37.28,12.0,2855.0,598.0,1658.0,586.0,2.3929,81100.0,INLAND --120.44,37.29,18.0,1260.0,268.0,576.0,263.0,1.7222,101500.0,INLAND --120.46,37.29,30.0,2972.0,635.0,1940.0,590.0,2.3594,72300.0,INLAND --120.43,37.35,15.0,1613.0,203.0,673.0,213.0,5.9378,212200.0,INLAND --120.4,37.3,28.0,1401.0,,967.0,257.0,1.5917,89400.0,INLAND --120.3,37.34,33.0,993.0,186.0,556.0,175.0,2.4286,103600.0,INLAND --120.32,37.29,38.0,576.0,,478.0,112.0,2.3382,59600.0,INLAND --120.31,37.29,40.0,1542.0,341.0,1283.0,341.0,1.6929,55900.0,INLAND --120.31,37.29,36.0,969.0,206.0,732.0,175.0,1.5938,57600.0,INLAND --120.32,37.29,9.0,695.0,188.0,810.0,190.0,1.6172,56300.0,INLAND --120.25,37.23,34.0,1656.0,328.0,1110.0,332.0,2.1845,59900.0,INLAND --120.24,37.21,31.0,2447.0,465.0,1313.0,352.0,3.3929,93800.0,INLAND --120.35,37.31,17.0,605.0,159.0,416.0,83.0,2.0,87500.0,INLAND --121.0,37.25,31.0,1923.0,341.0,806.0,349.0,3.1738,97600.0,INLAND --121.0,37.26,45.0,1750.0,371.0,847.0,354.0,1.7062,77400.0,INLAND --121.0,37.25,21.0,1937.0,389.0,1002.0,373.0,2.6087,96200.0,INLAND --121.01,37.25,16.0,2216.0,458.0,1135.0,424.0,2.7316,97500.0,INLAND --121.06,37.18,30.0,2603.0,507.0,1491.0,473.0,3.0909,123400.0,INLAND --120.89,37.21,25.0,3301.0,678.0,994.0,306.0,3.2262,97200.0,INLAND --121.02,37.09,17.0,1118.0,270.0,560.0,244.0,2.0216,112500.0,INLAND --121.02,36.94,33.0,1541.0,313.0,880.0,272.0,2.5074,117700.0,INLAND --120.77,37.01,28.0,1689.0,378.0,1057.0,267.0,3.125,156300.0,INLAND --120.95,37.09,43.0,1116.0,222.0,801.0,207.0,2.875,97200.0,INLAND --120.85,37.08,3.0,3425.0,611.0,1588.0,459.0,4.1779,147800.0,INLAND --120.85,37.07,16.0,1795.0,362.0,1642.0,340.0,2.5363,86300.0,INLAND --120.84,37.07,24.0,1520.0,335.0,882.0,306.0,2.2019,100000.0,INLAND --120.84,37.06,14.0,1506.0,380.0,1096.0,352.0,1.1301,78500.0,INLAND --120.85,37.06,31.0,2609.0,645.0,1796.0,629.0,1.5479,82000.0,INLAND --120.87,37.07,26.0,2036.0,401.0,1343.0,414.0,3.6331,88600.0,INLAND --120.87,37.05,29.0,4176.0,779.0,2092.0,741.0,2.595,104200.0,INLAND --120.85,37.05,32.0,2893.0,481.0,1198.0,466.0,3.1719,140600.0,INLAND --120.84,37.05,8.0,1944.0,283.0,814.0,276.0,5.3988,165500.0,INLAND --120.79,37.08,9.0,97.0,20.0,91.0,22.0,2.9063,55000.0,INLAND --120.83,37.07,16.0,3736.0,761.0,1942.0,730.0,2.5598,120200.0,INLAND --120.82,37.05,15.0,1385.0,288.0,775.0,255.0,1.933,140600.0,INLAND --120.65,37.09,22.0,886.0,173.0,595.0,161.0,2.4398,150000.0,INLAND --120.61,37.03,34.0,1841.0,354.0,1019.0,356.0,1.7841,67500.0,INLAND --120.7,36.99,32.0,320.0,73.0,222.0,78.0,2.9271,87500.0,INLAND --120.65,36.98,26.0,1787.0,364.0,1548.0,362.0,1.7188,49500.0,INLAND --120.63,36.98,20.0,2380.0,489.0,1581.0,505.0,2.0595,61300.0,INLAND --120.64,36.99,23.0,2363.0,449.0,1168.0,410.0,2.2794,75700.0,INLAND --120.62,36.99,32.0,2455.0,508.0,1344.0,492.0,1.9732,69400.0,INLAND --120.67,37.37,18.0,164.0,30.0,104.0,32.0,1.6607,87500.0,INLAND --121.16,41.78,42.0,2918.0,576.0,1182.0,440.0,2.1434,44000.0,INLAND --121.18,41.31,22.0,2124.0,432.0,829.0,313.0,2.4519,57500.0,INLAND --120.87,41.54,21.0,1091.0,208.0,660.0,188.0,2.2321,34600.0,INLAND --120.51,41.35,16.0,2843.0,564.0,892.0,386.0,2.5074,69100.0,INLAND --120.48,41.82,20.0,1367.0,284.0,429.0,181.0,2.0227,47500.0,INLAND --120.08,41.79,34.0,1355.0,262.0,434.0,178.0,2.0903,56100.0,INLAND --120.12,41.4,33.0,2820.0,515.0,976.0,403.0,2.6062,52600.0,INLAND --120.55,41.61,22.0,9047.0,1831.0,4276.0,1622.0,2.0802,47900.0,INLAND --119.54,38.51,14.0,1250.0,272.0,721.0,234.0,2.35,95700.0,INLAND --119.44,38.53,20.0,1963.0,434.0,682.0,273.0,1.5817,97800.0,INLAND --119.3,38.26,19.0,3325.0,660.0,750.0,286.0,2.9509,114800.0,INLAND --118.98,38.03,15.0,991.0,277.0,419.0,170.0,3.5469,82500.0,INLAND --119.07,37.8,12.0,1736.0,352.0,330.0,123.0,3.5294,160700.0,INLAND --119.08,37.78,17.0,1631.0,335.0,285.0,128.0,2.7656,130000.0,INLAND --118.45,37.7,15.0,2199.0,453.0,899.0,347.0,2.35,107800.0,INLAND --118.74,37.58,20.0,3301.0,779.0,1085.0,448.0,3.7315,159300.0,INLAND --118.96,37.64,11.0,3934.0,697.0,901.0,345.0,4.2381,242700.0,INLAND --119.02,37.64,14.0,5919.0,1278.0,265.0,112.0,3.2431,221400.0,INLAND --118.98,37.65,18.0,1795.0,416.0,483.0,208.0,4.5375,169800.0,INLAND --118.99,37.65,20.0,2474.0,625.0,338.0,141.0,5.01,195500.0,INLAND --118.98,37.64,17.0,3769.0,908.0,1160.0,453.0,3.05,188900.0,INLAND --118.97,37.64,13.0,1907.0,544.0,575.0,234.0,3.0685,162500.0,INLAND --118.97,37.64,14.0,2284.0,622.0,342.0,137.0,3.0921,87500.0,INLAND --118.97,37.64,14.0,1847.0,439.0,238.0,98.0,3.6042,137500.0,INLAND --118.99,37.63,10.0,7744.0,1573.0,483.0,224.0,3.2917,231800.0,INLAND --121.64,36.72,17.0,4203.0,816.0,2900.0,827.0,4.1742,159900.0,<1H OCEAN --121.63,36.71,19.0,5015.0,1013.0,3251.0,940.0,3.9818,152900.0,<1H OCEAN --121.62,36.71,24.0,4195.0,706.0,2200.0,647.0,4.3451,177800.0,<1H OCEAN --121.62,36.74,30.0,1337.0,253.0,838.0,247.0,5.0374,165400.0,<1H OCEAN --121.64,36.7,32.0,4089.0,735.0,2927.0,713.0,4.1675,142500.0,<1H OCEAN --121.65,36.7,29.0,4964.0,1056.0,2773.0,1036.0,3.0827,148100.0,<1H OCEAN --121.66,36.71,27.0,4131.0,886.0,2002.0,815.0,3.2929,157500.0,<1H OCEAN --121.66,36.7,33.0,3252.0,630.0,2010.0,641.0,3.4222,158100.0,<1H OCEAN --121.65,36.69,21.0,7884.0,2011.0,4907.0,1919.0,2.7367,160300.0,<1H OCEAN --121.64,36.68,16.0,6568.0,1603.0,6012.0,1565.0,2.3463,156100.0,<1H OCEAN --121.63,36.68,24.0,2591.0,739.0,3243.0,702.0,2.1766,108500.0,<1H OCEAN --121.61,36.68,37.0,3149.0,833.0,3456.0,788.0,2.8542,127600.0,<1H OCEAN --121.62,36.68,43.0,2534.0,592.0,2448.0,603.0,2.4884,130500.0,<1H OCEAN --121.61,36.69,19.0,9899.0,2617.0,11272.0,2528.0,2.0244,118500.0,<1H OCEAN --121.61,36.67,39.0,3260.0,821.0,3130.0,793.0,2.5224,119200.0,<1H OCEAN --121.62,36.67,45.0,1827.0,408.0,1507.0,410.0,2.8942,129000.0,<1H OCEAN --121.62,36.67,31.0,2697.0,690.0,2220.0,665.0,2.5329,135200.0,<1H OCEAN --121.63,36.67,34.0,2486.0,560.0,2443.0,557.0,2.5263,130400.0,<1H OCEAN --121.64,36.67,28.0,256.0,66.0,214.0,60.0,3.0197,137500.0,<1H OCEAN --121.63,36.65,44.0,309.0,121.0,315.0,80.0,1.6071,112500.0,<1H OCEAN --121.64,36.66,24.0,3174.0,506.0,1466.0,535.0,5.2285,248100.0,<1H OCEAN --121.65,36.66,30.0,3745.0,767.0,1762.0,748.0,3.2355,214200.0,<1H OCEAN --121.65,36.66,42.0,4261.0,840.0,2013.0,801.0,3.5288,221000.0,<1H OCEAN --121.65,36.67,52.0,2351.0,459.0,1169.0,439.0,2.8924,169600.0,<1H OCEAN --121.65,36.67,28.0,1926.0,556.0,1717.0,535.0,1.9385,123200.0,<1H OCEAN --121.66,36.68,10.0,913.0,265.0,508.0,251.0,0.9914,147500.0,<1H OCEAN --121.66,36.67,40.0,2878.0,592.0,1444.0,564.0,3.1439,192300.0,<1H OCEAN --121.66,36.67,40.0,2497.0,520.0,1275.0,508.0,3.1071,193100.0,<1H OCEAN --121.67,36.66,19.0,9371.0,1980.0,4259.0,1882.0,3.6875,189700.0,<1H OCEAN --121.67,36.67,24.0,3071.0,544.0,1477.0,560.0,3.9219,222500.0,<1H OCEAN --121.68,36.67,26.0,5745.0,1017.0,2780.0,996.0,5.0,202300.0,<1H OCEAN --121.67,36.68,38.0,5561.0,1292.0,3523.0,1253.0,2.8289,168300.0,<1H OCEAN --121.66,36.69,6.0,10613.0,2485.0,7249.0,2375.0,3.7912,168900.0,<1H OCEAN --121.79,36.85,28.0,1049.0,235.0,705.0,208.0,2.7321,150000.0,NEAR OCEAN --121.77,36.87,37.0,424.0,65.0,266.0,64.0,3.3472,293800.0,NEAR OCEAN --121.73,36.9,23.0,2392.0,721.0,3074.0,718.0,2.5195,136900.0,<1H OCEAN --121.71,36.9,16.0,1680.0,285.0,1103.0,275.0,4.6125,253800.0,<1H OCEAN --121.68,36.9,13.0,833.0,130.0,405.0,127.0,5.2729,322900.0,<1H OCEAN --121.66,36.89,15.0,2608.0,458.0,1531.0,457.0,5.5148,253500.0,<1H OCEAN --121.76,36.83,28.0,1445.0,268.0,1017.0,284.0,3.6693,211000.0,<1H OCEAN --121.73,36.86,28.0,827.0,178.0,703.0,144.0,4.4271,175700.0,<1H OCEAN --121.71,36.88,19.0,2528.0,554.0,2332.0,492.0,3.7766,177000.0,<1H OCEAN --121.73,36.85,22.0,1304.0,278.0,887.0,227.0,3.6607,206300.0,<1H OCEAN --121.7,36.84,19.0,2511.0,465.0,1551.0,450.0,4.9107,231900.0,<1H OCEAN --121.65,36.85,20.0,2606.0,424.0,1361.0,426.0,4.5787,245100.0,<1H OCEAN --121.69,36.8,19.0,2164.0,410.0,1309.0,426.0,3.338,185300.0,<1H OCEAN --121.74,36.79,16.0,3841.0,620.0,1799.0,611.0,4.3814,245300.0,<1H OCEAN --121.72,36.81,18.0,1984.0,379.0,1078.0,359.0,3.2969,229900.0,<1H OCEAN --121.69,36.81,18.0,2837.0,522.0,1454.0,458.0,4.5272,221000.0,<1H OCEAN --121.66,36.82,17.0,3921.0,654.0,1895.0,641.0,5.0092,238700.0,<1H OCEAN --121.64,36.82,18.0,1819.0,283.0,919.0,295.0,4.1696,222500.0,<1H OCEAN --121.76,36.75,21.0,1141.0,257.0,671.0,195.0,3.8424,155700.0,<1H OCEAN --121.7,36.77,21.0,2294.0,478.0,1306.0,430.0,3.0347,227200.0,<1H OCEAN --121.76,36.77,27.0,1608.0,503.0,2031.0,498.0,2.3384,121000.0,<1H OCEAN --121.75,36.77,25.0,1851.0,418.0,1678.0,390.0,3.2937,135300.0,<1H OCEAN --121.75,36.76,32.0,1740.0,399.0,1563.0,389.0,2.7694,132400.0,<1H OCEAN --121.64,36.74,30.0,2628.0,444.0,1372.0,432.0,4.1696,175000.0,<1H OCEAN --121.64,36.8,18.0,5915.0,1000.0,2975.0,975.0,4.5812,255200.0,<1H OCEAN --121.6,36.81,18.0,1575.0,230.0,751.0,219.0,5.2203,286500.0,<1H OCEAN --121.65,36.77,15.0,2191.0,358.0,1150.0,330.0,4.7969,227500.0,<1H OCEAN --121.68,36.72,12.0,19234.0,4492.0,12153.0,4372.0,3.2652,152800.0,<1H OCEAN --121.7,36.67,37.0,641.0,129.0,458.0,142.0,3.3456,252600.0,<1H OCEAN --121.62,36.63,52.0,1437.0,298.0,836.0,257.0,3.6286,165500.0,<1H OCEAN --121.54,36.7,12.0,6758.0,1241.0,3918.0,1100.0,3.525,201700.0,<1H OCEAN --121.62,36.69,11.0,4712.0,1098.0,5982.0,1105.0,2.5986,135700.0,<1H OCEAN --121.62,36.69,12.0,512.0,144.0,767.0,149.0,2.2667,72900.0,<1H OCEAN --121.69,36.62,19.0,1907.0,323.0,681.0,270.0,6.0332,244900.0,<1H OCEAN --121.7,36.6,19.0,3562.0,530.0,1607.0,505.0,5.0162,283100.0,<1H OCEAN --121.67,36.58,11.0,5892.0,837.0,2327.0,812.0,6.1551,291800.0,<1H OCEAN --121.59,36.55,34.0,737.0,140.0,362.0,138.0,5.1788,270000.0,<1H OCEAN --121.7,36.55,21.0,3905.0,583.0,1528.0,586.0,7.6245,336600.0,<1H OCEAN --121.69,36.52,15.0,4037.0,586.0,1596.0,557.0,8.0922,390100.0,<1H OCEAN --121.43,36.5,14.0,1835.0,468.0,1867.0,461.0,2.3879,129800.0,<1H OCEAN --121.44,36.51,31.0,1636.0,380.0,1468.0,339.0,3.2219,114700.0,<1H OCEAN --121.45,36.51,29.0,1045.0,311.0,1245.0,273.0,1.775,112500.0,<1H OCEAN --121.42,36.57,13.0,2685.0,621.0,2474.0,573.0,2.8775,134100.0,<1H OCEAN --121.48,36.49,28.0,1006.0,228.0,738.0,193.0,1.9722,210700.0,<1H OCEAN --121.74,36.49,33.0,2952.0,565.0,1264.0,517.0,4.4209,274600.0,<1H OCEAN --121.73,36.5,27.0,3184.0,520.0,1121.0,493.0,5.6383,377000.0,<1H OCEAN --121.74,36.47,28.0,1973.0,343.0,970.0,349.0,4.25,279100.0,<1H OCEAN --121.7,36.48,19.0,2150.0,479.0,1052.0,428.0,3.5039,288400.0,<1H OCEAN --121.62,36.43,20.0,1335.0,290.0,717.0,243.0,4.7891,230600.0,<1H OCEAN --121.66,36.37,9.0,1580.0,287.0,465.0,208.0,6.1668,405800.0,<1H OCEAN --121.31,36.42,21.0,2740.0,615.0,2630.0,564.0,2.6629,102700.0,<1H OCEAN --121.32,36.42,20.0,1054.0,269.0,1219.0,273.0,3.0437,76600.0,<1H OCEAN --121.32,36.43,22.0,2927.0,637.0,2546.0,618.0,2.7153,114300.0,<1H OCEAN --121.33,36.43,40.0,622.0,194.0,902.0,196.0,2.625,109100.0,<1H OCEAN --121.4,36.38,39.0,2288.0,529.0,1449.0,410.0,3.3289,190600.0,<1H OCEAN --121.23,36.33,23.0,2095.0,536.0,1858.0,457.0,3.0543,92400.0,<1H OCEAN --121.25,36.32,12.0,4776.0,1082.0,4601.0,1066.0,2.9184,100500.0,<1H OCEAN --121.26,36.32,30.0,146.0,41.0,164.0,40.0,2.3,206300.0,<1H OCEAN --121.24,36.33,13.0,1642.0,418.0,1534.0,388.0,3.1222,125500.0,<1H OCEAN --121.24,36.34,33.0,1691.0,308.0,792.0,262.0,2.6648,164600.0,<1H OCEAN --121.12,36.21,16.0,1720.0,473.0,1427.0,291.0,2.1107,76200.0,<1H OCEAN --121.13,36.21,27.0,1476.0,352.0,1156.0,358.0,3.1929,137900.0,<1H OCEAN --121.13,36.21,30.0,1484.0,414.0,1200.0,351.0,1.7548,95800.0,<1H OCEAN --121.13,36.21,34.0,2504.0,550.0,1810.0,547.0,3.4821,113700.0,<1H OCEAN --121.13,36.2,16.0,1868.0,443.0,1323.0,436.0,2.9559,163200.0,<1H OCEAN --121.02,36.24,12.0,2198.0,507.0,1971.0,502.0,2.6801,100000.0,<1H OCEAN --121.2,36.14,12.0,3738.0,710.0,2337.0,664.0,3.9647,135000.0,<1H OCEAN --121.39,36.16,28.0,1057.0,249.0,288.0,130.0,3.0526,146900.0,NEAR OCEAN --121.32,35.95,31.0,372.0,68.0,479.0,67.0,3.5547,200000.0,NEAR OCEAN --121.0,35.94,16.0,3077.0,628.0,1479.0,536.0,3.3724,114600.0,<1H OCEAN --120.79,36.06,29.0,1916.0,386.0,1019.0,314.0,2.4881,87500.0,<1H OCEAN --120.51,35.91,39.0,768.0,162.0,264.0,118.0,5.3245,250000.0,INLAND --121.91,36.42,14.0,1078.0,261.0,382.0,171.0,3.7083,210000.0,NEAR OCEAN --121.84,36.25,20.0,958.0,245.0,590.0,189.0,2.6094,362500.0,NEAR OCEAN --121.62,36.14,25.0,726.0,274.0,411.0,214.0,3.2375,450000.0,NEAR OCEAN --121.87,36.55,20.0,10053.0,1768.0,3083.0,1621.0,5.1506,387500.0,NEAR OCEAN --121.82,36.54,22.0,1746.0,363.0,886.0,364.0,5.5469,378800.0,<1H OCEAN --121.77,36.53,18.0,2321.0,358.0,803.0,341.0,10.1854,426000.0,<1H OCEAN --121.84,36.52,18.0,3165.0,533.0,1312.0,434.0,6.5234,357400.0,NEAR OCEAN --121.88,36.49,28.0,2830.0,458.0,898.0,370.0,5.8142,500001.0,NEAR OCEAN --121.92,36.57,42.0,3944.0,738.0,1374.0,598.0,4.174,394400.0,NEAR OCEAN --121.91,36.55,39.0,5468.0,834.0,1782.0,712.0,5.7248,398800.0,NEAR OCEAN --121.92,36.54,33.0,5323.0,887.0,1670.0,740.0,3.9792,468000.0,NEAR OCEAN --121.92,36.56,40.0,2124.0,449.0,643.0,341.0,5.5164,369100.0,NEAR OCEAN --121.94,36.55,30.0,2722.0,584.0,628.0,384.0,3.4048,487100.0,NEAR OCEAN --121.92,36.56,39.0,2144.0,538.0,749.0,419.0,2.7039,364000.0,NEAR OCEAN --121.92,36.55,37.0,2190.0,419.0,490.0,300.0,3.7852,465800.0,NEAR OCEAN --121.92,36.55,44.0,3494.0,635.0,693.0,415.0,3.6,452800.0,NEAR OCEAN --121.92,36.55,52.0,2616.0,483.0,582.0,313.0,3.275,500001.0,NEAR OCEAN --121.95,36.61,31.0,1736.0,250.0,497.0,170.0,6.3835,407800.0,NEAR OCEAN --121.93,36.59,25.0,2201.0,353.0,622.0,295.0,5.0621,386500.0,NEAR OCEAN --121.95,36.6,32.0,3152.0,504.0,793.0,426.0,7.1198,469900.0,NEAR OCEAN --121.95,36.59,22.0,3553.0,530.0,1108.0,441.0,5.8505,417100.0,NEAR OCEAN --121.94,36.58,23.0,4911.0,693.0,1480.0,606.0,6.777,500000.0,NEAR OCEAN --121.94,36.57,28.0,3153.0,409.0,569.0,271.0,14.4113,500001.0,NEAR OCEAN --121.93,36.6,33.0,3455.0,683.0,1704.0,663.0,4.0154,225700.0,NEAR OCEAN --121.92,36.61,29.0,3735.0,808.0,1873.0,757.0,3.1543,253800.0,NEAR OCEAN --121.93,36.62,34.0,2351.0,,1063.0,428.0,3.725,278000.0,NEAR OCEAN --121.92,36.61,27.0,3044.0,661.0,1229.0,618.0,3.1359,268000.0,NEAR OCEAN --121.93,36.62,39.0,869.0,173.0,406.0,165.0,4.0313,253800.0,NEAR OCEAN --121.92,36.62,52.0,974.0,190.0,403.0,181.0,4.3281,236500.0,NEAR OCEAN --121.92,36.62,52.0,1001.0,191.0,425.0,184.0,3.7614,241700.0,NEAR OCEAN --121.92,36.62,47.0,1811.0,401.0,948.0,375.0,3.0379,249300.0,NEAR OCEAN --121.91,36.62,52.0,1431.0,300.0,657.0,293.0,3.2865,240100.0,<1H OCEAN --121.92,36.62,52.0,867.0,199.0,391.0,187.0,2.6713,234600.0,NEAR OCEAN --121.92,36.62,52.0,1410.0,303.0,578.0,285.0,2.5625,235400.0,NEAR OCEAN --121.92,36.62,52.0,728.0,161.0,313.0,142.0,3.4327,254500.0,NEAR OCEAN --121.91,36.62,40.0,1292.0,271.0,504.0,230.0,2.475,258300.0,<1H OCEAN --121.91,36.62,30.0,724.0,167.0,325.0,155.0,3.3333,247900.0,<1H OCEAN --121.71,36.78,19.0,2371.0,324.0,944.0,332.0,5.9175,240200.0,<1H OCEAN --121.92,36.62,52.0,2584.0,599.0,790.0,444.0,2.5263,286400.0,NEAR OCEAN --121.91,36.62,52.0,541.0,157.0,240.0,145.0,3.5865,290000.0,<1H OCEAN --121.91,36.62,52.0,1220.0,267.0,488.0,265.0,3.7454,243800.0,<1H OCEAN --121.91,36.63,42.0,817.0,194.0,391.0,193.0,2.1776,279200.0,<1H OCEAN --121.93,36.63,28.0,3983.0,852.0,1582.0,778.0,3.5147,313900.0,NEAR OCEAN --121.93,36.63,33.0,1740.0,342.0,638.0,329.0,3.1912,319800.0,NEAR OCEAN --121.92,36.63,40.0,1076.0,193.0,406.0,180.0,3.4943,311100.0,<1H OCEAN --121.93,36.63,41.0,1049.0,198.0,428.0,183.0,4.3571,287500.0,NEAR OCEAN --121.92,36.63,36.0,877.0,175.0,349.0,168.0,3.4167,339100.0,<1H OCEAN --121.89,36.63,20.0,1834.0,554.0,971.0,514.0,3.0383,217300.0,<1H OCEAN --121.9,36.61,29.0,3412.0,827.0,1574.0,759.0,2.9309,217100.0,NEAR OCEAN --121.91,36.61,30.0,2755.0,597.0,1519.0,554.0,3.2952,234600.0,NEAR OCEAN --121.92,36.61,27.0,1619.0,352.0,831.0,344.0,4.3,226400.0,NEAR OCEAN --121.92,36.61,21.0,1242.0,340.0,834.0,362.0,2.4922,243800.0,NEAR OCEAN --121.9,36.6,39.0,1629.0,423.0,804.0,386.0,2.4663,236500.0,NEAR OCEAN --121.9,36.6,33.0,2461.0,649.0,1234.0,601.0,2.8727,225000.0,NEAR OCEAN --121.9,36.6,45.0,2249.0,412.0,944.0,429.0,3.0625,260300.0,NEAR OCEAN --121.9,36.59,42.0,2689.0,510.0,1023.0,459.0,4.6182,301000.0,NEAR OCEAN --121.9,36.58,31.0,1431.0,,704.0,393.0,3.1977,289300.0,NEAR OCEAN --121.91,36.59,31.0,2034.0,335.0,966.0,322.0,4.6964,291300.0,NEAR OCEAN --121.91,36.6,35.0,2605.0,410.0,1110.0,406.0,5.5519,329500.0,NEAR OCEAN --121.91,36.59,17.0,5039.0,833.0,1678.0,710.0,6.2323,339100.0,NEAR OCEAN --121.89,36.6,40.0,626.0,164.0,337.0,150.0,2.7917,225000.0,<1H OCEAN --121.89,36.6,19.0,656.0,200.0,248.0,173.0,1.2656,500000.0,<1H OCEAN --121.88,36.6,30.0,1671.0,469.0,760.0,375.0,2.5164,178100.0,<1H OCEAN --121.88,36.59,30.0,1822.0,505.0,932.0,496.0,2.6894,179500.0,<1H OCEAN --121.89,36.59,18.0,2700.0,937.0,1042.0,744.0,3.1364,150000.0,NEAR OCEAN --121.89,36.59,32.0,784.0,112.0,262.0,114.0,6.918,500001.0,NEAR OCEAN --121.88,36.58,29.0,4910.0,871.0,3438.0,904.0,4.0432,450000.0,NEAR OCEAN --121.86,36.58,20.0,6332.0,991.0,2668.0,955.0,5.7578,347700.0,<1H OCEAN --121.81,36.57,13.0,3030.0,413.0,1027.0,363.0,6.9615,500001.0,<1H OCEAN --121.87,36.61,21.0,1616.0,400.0,688.0,384.0,4.2109,278800.0,<1H OCEAN --121.86,36.6,31.0,1044.0,285.0,762.0,301.0,3.038,195300.0,<1H OCEAN --121.86,36.6,21.0,3634.0,1011.0,1985.0,917.0,2.9085,156300.0,<1H OCEAN --121.86,36.6,33.0,1409.0,307.0,633.0,290.0,3.5568,191200.0,<1H OCEAN --121.85,36.6,21.0,2381.0,701.0,1264.0,659.0,2.5372,218000.0,<1H OCEAN --121.85,36.59,42.0,891.0,203.0,525.0,212.0,3.3156,186300.0,<1H OCEAN --121.84,36.59,34.0,3852.0,733.0,1661.0,696.0,4.3269,221300.0,<1H OCEAN --121.83,36.61,27.0,5665.0,1281.0,3612.0,1191.0,3.0542,142100.0,<1H OCEAN --121.83,36.6,30.0,2748.0,502.0,1491.0,535.0,4.3472,185000.0,<1H OCEAN --121.84,36.61,26.0,2902.0,761.0,2258.0,719.0,2.5663,128900.0,<1H OCEAN --121.84,36.6,30.0,2958.0,691.0,1616.0,666.0,3.4643,191800.0,<1H OCEAN --121.84,36.61,21.0,2876.0,802.0,2487.0,795.0,2.2007,112800.0,<1H OCEAN --121.84,36.61,15.0,2190.0,586.0,1570.0,510.0,1.875,122300.0,<1H OCEAN --121.82,36.61,24.0,2437.0,438.0,1430.0,444.0,3.8015,169100.0,<1H OCEAN --121.83,36.61,26.0,3723.0,789.0,2563.0,747.0,3.4531,133100.0,<1H OCEAN --121.83,36.61,27.0,2248.0,466.0,1644.0,453.0,3.2545,131200.0,<1H OCEAN --121.83,36.62,33.0,2938.0,576.0,1516.0,568.0,3.5,162400.0,<1H OCEAN --121.83,36.62,33.0,1771.0,398.0,1037.0,388.0,2.7708,161800.0,<1H OCEAN --121.85,36.6,41.0,3138.0,717.0,1890.0,642.0,2.4864,140400.0,<1H OCEAN --121.85,36.61,38.0,238.0,,191.0,67.0,1.3897,125000.0,<1H OCEAN --121.86,36.63,37.0,338.0,109.0,231.0,100.0,2.5313,108300.0,<1H OCEAN --121.84,36.62,26.0,32.0,8.0,27.0,10.0,2.225,150000.0,<1H OCEAN --121.79,36.64,11.0,32627.0,6445.0,28566.0,6082.0,2.3087,118800.0,<1H OCEAN --121.8,36.68,18.0,8581.0,1957.0,6071.0,1889.0,3.0,162200.0,<1H OCEAN --121.79,36.68,22.0,6912.0,1513.0,3794.0,1455.0,3.0608,168300.0,<1H OCEAN --121.8,36.72,14.0,2493.0,407.0,1296.0,418.0,5.4508,190000.0,<1H OCEAN --121.8,36.69,12.0,3877.0,914.0,2274.0,858.0,3.4239,194800.0,<1H OCEAN --121.77,36.71,18.0,6601.0,1395.0,3562.0,1299.0,3.512,174800.0,<1H OCEAN --122.29,38.3,52.0,144.0,54.0,89.0,48.0,1.0096,162500.0,NEAR BAY --122.29,38.3,52.0,935.0,224.0,315.0,207.0,1.8287,146900.0,NEAR BAY --122.3,38.3,21.0,1108.0,269.0,524.0,274.0,2.7619,154600.0,NEAR BAY --122.3,38.3,52.0,1128.0,207.0,450.0,197.0,3.3542,154600.0,NEAR BAY --122.29,38.3,52.0,1219.0,288.0,847.0,283.0,1.6691,183300.0,NEAR BAY --122.28,38.29,23.0,1398.0,388.0,1112.0,406.0,2.2366,140200.0,NEAR BAY --122.29,38.29,52.0,3217.0,742.0,1670.0,671.0,2.4398,163100.0,NEAR BAY --122.3,38.29,48.0,2278.0,477.0,1219.0,453.0,2.9643,154000.0,NEAR BAY --122.3,38.29,40.0,1739.0,318.0,744.0,312.0,2.6518,156100.0,NEAR BAY --122.29,38.28,38.0,2308.0,425.0,1272.0,406.0,3.6083,134200.0,NEAR BAY --122.26,38.29,10.0,969.0,160.0,482.0,180.0,6.5799,218100.0,NEAR BAY --122.27,38.29,36.0,1446.0,306.0,678.0,295.0,2.8409,153000.0,NEAR BAY --122.28,38.3,23.0,526.0,152.0,245.0,130.0,2.0134,142500.0,NEAR BAY --122.28,38.29,19.0,531.0,112.0,139.0,80.0,1.9875,325000.0,NEAR BAY --122.27,38.29,20.0,3870.0,795.0,2088.0,774.0,3.3021,152700.0,NEAR BAY --122.26,38.28,24.0,2831.0,502.0,1462.0,503.0,4.5,158300.0,NEAR BAY --122.27,38.28,37.0,1170.0,303.0,766.0,302.0,2.6618,136200.0,NEAR BAY --122.26,38.31,33.0,4518.0,704.0,1776.0,669.0,5.2444,281100.0,NEAR BAY --122.27,38.32,31.0,1267.0,319.0,545.0,297.0,1.9946,206800.0,NEAR BAY --122.27,38.31,44.0,3030.0,589.0,1373.0,582.0,2.9054,155200.0,NEAR BAY --122.28,38.32,12.0,4609.0,1005.0,2293.0,960.0,3.4543,194500.0,NEAR BAY --122.29,38.32,23.0,4312.0,993.0,2317.0,934.0,2.7667,153200.0,NEAR BAY --122.3,38.32,20.0,2063.0,486.0,1045.0,460.0,2.5035,153200.0,NEAR BAY --122.3,38.31,34.0,1797.0,395.0,1162.0,407.0,3.455,137500.0,NEAR BAY --122.29,38.31,25.0,4927.0,1005.0,2756.0,998.0,2.7325,162900.0,NEAR BAY --122.28,38.31,52.0,58.0,18.0,48.0,22.0,1.76,166700.0,NEAR BAY --122.29,38.31,45.0,3075.0,754.0,1635.0,723.0,2.2721,139800.0,NEAR BAY --122.3,38.3,44.0,3690.0,809.0,1922.0,736.0,2.6346,139800.0,NEAR BAY --122.31,38.34,19.0,4187.0,684.0,1827.0,605.0,4.5293,210400.0,NEAR BAY --122.31,38.33,21.0,1922.0,344.0,1051.0,342.0,3.6042,183300.0,NEAR BAY --122.3,38.33,15.0,4741.0,956.0,2043.0,856.0,4.1862,183600.0,NEAR BAY --122.31,38.33,26.0,2155.0,339.0,956.0,365.0,4.0132,174700.0,NEAR BAY --122.31,38.32,33.0,2463.0,421.0,1235.0,465.0,3.7045,161500.0,NEAR BAY --122.32,38.33,17.0,851.0,118.0,370.0,123.0,5.0877,209300.0,NEAR BAY --122.33,38.33,15.0,3193.0,468.0,1303.0,426.0,5.3017,202600.0,NEAR BAY --122.32,38.32,19.0,2922.0,417.0,1221.0,442.0,5.8002,238700.0,NEAR BAY --122.32,38.32,22.0,2483.0,528.0,1478.0,492.0,4.0878,164400.0,NEAR BAY --122.31,38.32,35.0,3997.0,762.0,2074.0,703.0,3.285,138100.0,NEAR BAY --122.32,38.32,26.0,2710.0,498.0,1439.0,484.0,5.0,175200.0,NEAR BAY --122.33,38.31,14.0,6778.0,947.0,2768.0,1014.0,6.1953,258900.0,NEAR BAY --122.31,38.3,25.0,3883.0,740.0,1641.0,676.0,3.9,187300.0,NEAR BAY --122.31,38.31,32.0,2577.0,458.0,1172.0,447.0,3.8796,175500.0,NEAR BAY --122.31,38.3,45.0,3023.0,659.0,1789.0,657.0,3.6039,126000.0,NEAR BAY --122.32,38.29,21.0,1607.0,356.0,834.0,352.0,2.3787,177900.0,NEAR BAY --122.33,38.29,14.0,3541.0,499.0,1577.0,459.0,5.3351,269900.0,NEAR BAY --122.3,38.29,20.0,1789.0,434.0,1113.0,398.0,2.4728,139700.0,NEAR BAY --122.3,38.29,25.0,1701.0,427.0,1021.0,399.0,3.0404,142100.0,NEAR BAY --122.3,38.28,31.0,1633.0,316.0,944.0,300.0,3.3977,158700.0,NEAR BAY --122.31,38.27,34.0,1748.0,284.0,783.0,303.0,4.3585,194400.0,NEAR BAY --122.3,38.27,4.0,1051.0,263.0,455.0,248.0,3.6389,130200.0,NEAR BAY --122.3,38.25,18.0,3548.0,880.0,1476.0,699.0,3.7188,163400.0,NEAR BAY --122.21,38.28,35.0,1273.0,210.0,555.0,181.0,4.4861,269300.0,NEAR BAY --122.24,38.25,33.0,213.0,36.0,91.0,33.0,4.9167,187500.0,NEAR BAY --122.28,38.22,42.0,106.0,18.0,40.0,25.0,7.5197,275000.0,NEAR BAY --122.29,38.19,13.0,7065.0,1259.0,3864.0,1221.0,4.7472,148600.0,NEAR BAY --122.25,38.17,34.0,778.0,137.0,406.0,136.0,4.2955,121300.0,NEAR BAY --122.23,38.17,45.0,350.0,,225.0,72.0,1.8942,216700.0,NEAR BAY --122.25,38.16,17.0,4459.0,944.0,1812.0,888.0,2.9375,106700.0,NEAR BAY --122.26,38.16,23.0,2840.0,491.0,1586.0,466.0,4.0337,130400.0,NEAR BAY --122.39,38.37,33.0,1066.0,191.0,403.0,163.0,6.8,240800.0,<1H OCEAN --122.37,38.33,29.0,1868.0,291.0,764.0,284.0,4.825,195100.0,NEAR BAY --122.35,38.3,18.0,3735.0,557.0,1504.0,521.0,5.6304,243100.0,NEAR BAY --122.33,38.21,33.0,2017.0,370.0,949.0,342.0,4.625,228600.0,NEAR BAY --122.4,38.34,33.0,1408.0,273.0,520.0,212.0,3.5781,242500.0,<1H OCEAN --122.33,38.38,28.0,1020.0,169.0,504.0,164.0,4.5694,287500.0,INLAND --122.4,38.41,20.0,4867.0,1015.0,1725.0,1015.0,2.5685,267600.0,INLAND --122.32,38.35,20.0,3494.0,549.0,1673.0,541.0,5.5718,185200.0,INLAND --122.36,38.41,18.0,1808.0,400.0,968.0,370.0,3.7067,175000.0,INLAND --122.36,38.4,16.0,2716.0,546.0,898.0,500.0,2.2536,201200.0,INLAND --122.18,38.35,24.0,407.0,68.0,175.0,61.0,6.0266,216700.0,INLAND --122.21,38.41,12.0,4270.0,654.0,1624.0,598.0,5.5266,331300.0,INLAND --122.29,38.4,28.0,2024.0,340.0,844.0,309.0,4.7833,361100.0,INLAND --122.33,38.39,36.0,831.0,122.0,272.0,109.0,6.3427,304800.0,INLAND --122.28,38.34,44.0,1066.0,190.0,416.0,174.0,3.6389,304000.0,NEAR BAY --122.26,38.36,25.0,1821.0,344.0,349.0,179.0,6.9931,398800.0,INLAND --122.26,38.33,34.0,2048.0,316.0,780.0,267.0,5.815,339200.0,NEAR BAY --122.23,38.33,31.0,3440.0,574.0,1538.0,537.0,5.5368,325900.0,NEAR BAY --122.24,38.31,38.0,1938.0,301.0,823.0,285.0,6.1089,280800.0,NEAR BAY --122.52,38.53,35.0,1227.0,236.0,548.0,207.0,4.875,336700.0,INLAND --122.48,38.48,29.0,2278.0,397.0,765.0,322.0,4.6379,348200.0,INLAND --122.4,38.46,33.0,2542.0,466.0,1099.0,420.0,4.635,248500.0,INLAND --122.47,38.51,18.0,2487.0,516.0,980.0,503.0,3.5506,187500.0,INLAND --122.47,38.51,25.0,928.0,195.0,413.0,184.0,3.4904,196900.0,INLAND --122.48,38.51,49.0,1977.0,393.0,741.0,339.0,3.1312,247600.0,INLAND --122.48,38.5,37.0,3049.0,,1287.0,439.0,4.3125,276500.0,INLAND --122.47,38.5,23.0,2191.0,415.0,959.0,361.0,4.1993,214500.0,INLAND --122.45,38.51,18.0,1297.0,337.0,610.0,312.0,1.9441,184400.0,INLAND --122.4,38.53,24.0,1741.0,289.0,564.0,231.0,3.6118,248400.0,INLAND --122.44,38.57,26.0,2101.0,390.0,2171.0,360.0,3.6429,159700.0,INLAND --122.45,38.58,34.0,2517.0,483.0,1324.0,464.0,3.0938,189400.0,INLAND --122.47,38.6,20.0,1036.0,202.0,589.0,194.0,5.3698,303300.0,INLAND --122.48,38.54,37.0,1898.0,359.0,973.0,340.0,4.2096,256600.0,INLAND --122.46,38.53,32.0,1735.0,331.0,785.0,309.0,3.6641,275800.0,INLAND --122.27,38.68,18.0,742.0,142.0,343.0,119.0,3.1563,98400.0,INLAND --122.26,38.57,22.0,509.0,103.0,139.0,73.0,2.1979,152800.0,INLAND --122.27,38.53,22.0,678.0,137.0,336.0,103.0,4.4,142500.0,INLAND --122.18,38.49,15.0,1743.0,366.0,655.0,264.0,3.3393,146900.0,INLAND --122.52,38.67,35.0,1705.0,321.0,708.0,253.0,3.4539,300000.0,INLAND --122.59,38.56,43.0,2088.0,379.0,721.0,293.0,4.65,245000.0,<1H OCEAN --122.57,38.58,18.0,2083.0,506.0,926.0,487.0,1.9925,225000.0,INLAND --122.58,38.59,33.0,1239.0,262.0,539.0,246.0,3.5208,195800.0,INLAND --122.58,38.58,32.0,2723.0,637.0,1549.0,556.0,2.3942,183100.0,INLAND --122.59,38.58,18.0,3753.0,752.0,1454.0,668.0,3.7585,185700.0,<1H OCEAN --121.07,39.15,15.0,6828.0,1319.0,3002.0,1318.0,2.4726,143400.0,INLAND --121.07,39.09,17.0,1878.0,345.0,892.0,299.0,2.8864,143100.0,INLAND --121.1,39.08,13.0,1110.0,216.0,602.0,209.0,2.5887,144400.0,INLAND --121.11,39.09,16.0,1000.0,197.0,508.0,190.0,2.3062,138800.0,INLAND --121.12,39.03,17.0,838.0,161.0,388.0,142.0,3.6563,163500.0,INLAND --121.05,39.13,10.0,3063.0,497.0,1168.0,507.0,4.4375,185100.0,INLAND --121.03,39.14,10.0,3138.0,524.0,1275.0,511.0,4.0775,164500.0,INLAND --121.07,39.13,8.0,4839.0,832.0,1977.0,762.0,4.0848,155900.0,INLAND --121.05,39.11,7.0,2767.0,423.0,1143.0,382.0,3.6333,170200.0,INLAND --121.04,39.08,8.0,2870.0,526.0,1307.0,451.0,3.463,201700.0,INLAND --121.0,39.09,7.0,439.0,84.0,246.0,80.0,3.0781,162500.0,INLAND --121.08,39.02,13.0,1839.0,275.0,752.0,270.0,4.2031,209600.0,INLAND --121.07,39.05,10.0,1813.0,311.0,827.0,287.0,3.6087,182100.0,INLAND --121.07,39.04,9.0,2374.0,372.0,884.0,333.0,4.5042,206400.0,INLAND --121.03,39.05,12.0,1875.0,307.0,806.0,283.0,3.9185,195200.0,INLAND --121.06,39.04,14.0,1651.0,279.0,633.0,261.0,4.2802,194800.0,INLAND --121.06,39.04,15.0,1999.0,287.0,585.0,246.0,5.5161,361900.0,INLAND --121.06,39.03,11.0,1887.0,303.0,775.0,283.0,3.8417,187200.0,INLAND --121.22,39.11,14.0,1405.0,269.0,660.0,228.0,3.0804,156800.0,INLAND --121.19,39.05,14.0,1131.0,193.0,520.0,178.0,3.9,180400.0,INLAND --121.14,39.1,13.0,1085.0,227.0,629.0,214.0,5.0389,171500.0,INLAND --121.12,39.2,9.0,1431.0,254.0,681.0,221.0,3.045,170400.0,INLAND --121.1,39.15,10.0,680.0,143.0,354.0,140.0,4.0333,161500.0,INLAND --121.08,39.18,19.0,2323.0,397.0,963.0,379.0,3.7426,162700.0,INLAND --121.18,39.26,14.0,811.0,161.0,352.0,121.0,3.5938,140300.0,INLAND --121.18,39.25,9.0,3415.0,562.0,1208.0,479.0,4.3646,185900.0,INLAND --121.2,39.25,5.0,906.0,144.0,376.0,141.0,4.3523,188200.0,INLAND --121.18,39.23,8.0,2112.0,360.0,782.0,344.0,3.7125,175000.0,INLAND --121.21,39.24,7.0,4194.0,673.0,1355.0,566.0,4.3702,226100.0,INLAND --121.2,39.23,9.0,2802.0,447.0,955.0,418.0,5.2359,213300.0,INLAND --121.18,39.19,16.0,1528.0,351.0,729.0,319.0,2.4688,138800.0,INLAND --121.16,39.18,14.0,1006.0,187.0,462.0,185.0,3.1042,152000.0,INLAND --121.25,39.17,9.0,999.0,189.0,411.0,176.0,2.125,151800.0,INLAND --121.2,39.2,16.0,1039.0,182.0,554.0,184.0,2.9688,128300.0,INLAND --121.15,39.23,13.0,3883.0,763.0,1816.0,682.0,2.8102,144400.0,INLAND --121.24,39.22,14.0,983.0,163.0,399.0,161.0,2.2917,145100.0,INLAND --121.23,39.27,11.0,1265.0,224.0,573.0,205.0,3.3603,162500.0,INLAND --121.07,39.23,39.0,2099.0,433.0,929.0,423.0,1.9886,113800.0,INLAND --121.04,39.24,48.0,1188.0,227.0,471.0,219.0,2.3125,125700.0,INLAND --121.05,39.23,20.0,1634.0,374.0,1053.0,390.0,1.5313,154900.0,INLAND --121.06,39.23,10.0,2229.0,537.0,982.0,512.0,2.186,132700.0,INLAND --121.06,39.22,52.0,1749.0,422.0,837.0,391.0,2.325,109700.0,INLAND --121.09,39.23,35.0,2637.0,511.0,1181.0,480.0,2.7813,109200.0,INLAND --121.07,39.22,52.0,2432.0,495.0,928.0,435.0,2.425,121100.0,INLAND --121.08,39.22,30.0,2188.0,,1033.0,437.0,2.1419,105200.0,INLAND --121.08,39.21,17.0,3033.0,590.0,1319.0,583.0,2.4811,111800.0,INLAND --121.09,39.22,25.0,2200.0,439.0,1045.0,419.0,2.6042,116700.0,INLAND --121.07,39.2,45.0,204.0,62.0,133.0,51.0,1.0,90600.0,INLAND --121.02,39.23,16.0,1427.0,319.0,642.0,333.0,1.4241,125000.0,INLAND --121.04,39.22,14.0,1889.0,471.0,853.0,399.0,2.25,112500.0,INLAND --121.03,39.21,28.0,2843.0,535.0,1310.0,525.0,3.2337,123100.0,INLAND --121.05,39.2,48.0,1759.0,389.0,716.0,350.0,2.3125,108300.0,INLAND --121.06,39.21,52.0,1452.0,309.0,637.0,299.0,2.2083,103900.0,INLAND --121.05,39.21,43.0,1264.0,273.0,611.0,260.0,2.535,117100.0,INLAND --120.94,39.22,12.0,1321.0,268.0,661.0,232.0,4.0062,153800.0,INLAND --120.83,39.27,14.0,3338.0,608.0,1373.0,562.0,3.67,160100.0,INLAND --121.0,39.23,15.0,2809.0,450.0,1267.0,408.0,4.0426,191700.0,INLAND --120.99,39.22,16.0,1497.0,275.0,737.0,243.0,2.8942,182500.0,INLAND --120.99,39.2,15.0,2993.0,562.0,1296.0,518.0,3.3009,156800.0,INLAND --120.93,39.17,13.0,2331.0,464.0,1110.0,419.0,3.6563,164900.0,INLAND --120.99,39.13,14.0,770.0,116.0,285.0,116.0,3.6434,155400.0,INLAND --120.99,39.18,23.0,2550.0,457.0,1016.0,405.0,3.6607,153000.0,INLAND --121.0,39.16,10.0,1170.0,225.0,537.0,194.0,3.2813,163200.0,INLAND --121.04,39.19,17.0,856.0,167.0,518.0,170.0,3.5859,144300.0,INLAND --121.02,39.17,17.0,2277.0,459.0,1149.0,476.0,3.2303,149500.0,INLAND --121.02,39.27,52.0,3720.0,707.0,1424.0,609.0,3.2,155000.0,INLAND --121.03,39.26,49.0,3739.0,759.0,1422.0,606.0,2.4283,143100.0,INLAND --121.0,39.26,14.0,810.0,151.0,302.0,138.0,3.1094,136100.0,INLAND --121.02,39.25,52.0,1549.0,275.0,604.0,249.0,2.2278,155400.0,INLAND --121.06,39.29,14.0,1864.0,331.0,894.0,332.0,3.4028,171800.0,INLAND --120.94,39.32,14.0,3120.0,595.0,1569.0,556.0,3.5385,157400.0,INLAND --121.06,39.25,17.0,3127.0,539.0,1390.0,520.0,3.9537,172800.0,INLAND --120.89,39.3,17.0,2282.0,431.0,974.0,371.0,3.5417,155100.0,INLAND --120.99,39.26,16.0,2616.0,422.0,1090.0,425.0,3.7917,179200.0,INLAND --120.91,39.39,16.0,352.0,105.0,226.0,82.0,1.6094,79500.0,INLAND --121.03,39.37,15.0,1337.0,326.0,1172.0,306.0,2.6341,85000.0,INLAND --121.13,39.31,17.0,3442.0,705.0,1693.0,619.0,2.8102,128900.0,INLAND --120.74,39.39,18.0,453.0,117.0,152.0,77.0,1.3523,85700.0,INLAND --120.09,39.4,17.0,1076.0,283.0,171.0,64.0,2.125,83900.0,INLAND --120.17,39.33,18.0,1046.0,204.0,486.0,179.0,4.119,110900.0,INLAND --120.2,39.33,26.0,1988.0,379.0,905.0,321.0,3.7841,109500.0,INLAND --120.19,39.32,16.0,1536.0,298.0,646.0,208.0,2.3594,155700.0,INLAND --120.17,39.32,14.0,2421.0,489.0,1000.0,354.0,3.5652,119800.0,INLAND --120.17,39.33,10.0,614.0,141.0,195.0,95.0,0.9283,116300.0,INLAND --120.1,39.37,10.0,2325.0,410.0,1016.0,373.0,4.5208,117300.0,INLAND --120.1,39.33,9.0,2738.0,510.0,1193.0,412.0,4.3958,124800.0,INLAND --120.15,39.36,9.0,2254.0,400.0,694.0,243.0,5.6856,138100.0,INLAND --120.26,39.32,24.0,6012.0,1227.0,780.0,358.0,3.0043,122100.0,INLAND --120.35,39.34,29.0,1986.0,474.0,337.0,100.0,4.0278,95800.0,INLAND --120.27,39.35,11.0,2520.0,401.0,397.0,165.0,4.665,145600.0,INLAND --120.25,39.34,9.0,2739.0,555.0,294.0,110.0,3.1842,162500.0,INLAND --120.24,39.35,8.0,4195.0,725.0,291.0,115.0,3.4792,180800.0,INLAND --120.23,39.36,7.0,2045.0,358.0,245.0,92.0,4.0481,152300.0,INLAND --120.22,39.35,8.0,1872.0,281.0,203.0,71.0,4.5882,198400.0,INLAND --120.21,39.35,7.0,914.0,159.0,85.0,34.0,4.7917,187500.0,INLAND --120.19,39.35,7.0,2611.0,395.0,482.0,159.0,5.0622,174100.0,INLAND --117.95,33.94,28.0,2851.0,496.0,1287.0,496.0,5.0782,264100.0,<1H OCEAN --117.96,33.94,34.0,2228.0,399.0,1159.0,378.0,4.8906,228900.0,<1H OCEAN --117.97,33.94,36.0,1870.0,338.0,947.0,324.0,4.1205,217000.0,<1H OCEAN --117.97,33.94,34.0,1632.0,263.0,690.0,268.0,5.5608,255800.0,<1H OCEAN --117.97,33.94,35.0,1928.0,360.0,1056.0,366.0,4.0893,215700.0,<1H OCEAN --117.97,33.93,31.0,1975.0,373.0,918.0,347.0,4.4107,202000.0,<1H OCEAN --117.97,33.93,33.0,1700.0,369.0,981.0,362.0,4.5461,194000.0,<1H OCEAN --117.96,33.93,31.0,1471.0,321.0,841.0,330.0,3.46,232800.0,<1H OCEAN --117.96,33.93,29.0,2316.0,522.0,1275.0,501.0,3.776,192600.0,<1H OCEAN --117.96,33.94,31.0,2397.0,518.0,1407.0,476.0,2.6641,185200.0,<1H OCEAN --117.94,33.93,33.0,1770.0,370.0,1346.0,366.0,4.0833,162500.0,<1H OCEAN --117.94,33.93,34.0,1475.0,319.0,698.0,293.0,3.8194,186000.0,<1H OCEAN --117.94,33.93,14.0,999.0,232.0,1037.0,244.0,2.7125,166100.0,<1H OCEAN --117.95,33.93,25.0,3445.0,801.0,2400.0,750.0,3.4702,161900.0,<1H OCEAN --117.95,33.93,37.0,2633.0,630.0,1904.0,630.0,2.6123,161300.0,<1H OCEAN --117.96,33.93,15.0,2014.0,419.0,839.0,390.0,4.7446,175400.0,<1H OCEAN --117.97,33.92,32.0,2620.0,398.0,1296.0,429.0,5.7796,241300.0,<1H OCEAN --117.97,33.93,35.0,1887.0,328.0,989.0,351.0,4.1321,198100.0,<1H OCEAN --117.97,33.92,24.0,2017.0,416.0,900.0,436.0,3.0,251400.0,<1H OCEAN --117.96,33.92,18.0,3744.0,1027.0,1654.0,912.0,3.2158,215000.0,<1H OCEAN --117.95,33.92,18.0,2825.0,660.0,1590.0,643.0,3.6106,153600.0,<1H OCEAN --117.94,33.92,28.0,639.0,179.0,1062.0,169.0,3.0588,145200.0,<1H OCEAN --117.95,33.92,32.0,1661.0,312.0,1201.0,302.0,4.0,178200.0,<1H OCEAN --117.95,33.92,11.0,3127.0,706.0,1594.0,694.0,4.3426,141300.0,<1H OCEAN --117.94,33.92,32.0,1053.0,207.0,1038.0,222.0,4.6696,165500.0,<1H OCEAN --117.95,33.92,13.0,2312.0,592.0,2038.0,559.0,3.1378,137000.0,<1H OCEAN --117.94,33.94,25.0,3250.0,546.0,1452.0,501.0,5.1084,303800.0,<1H OCEAN --117.94,33.94,30.0,1596.0,307.0,845.0,309.0,4.5096,241100.0,<1H OCEAN --117.95,33.94,31.0,2237.0,431.0,1135.0,434.0,4.45,267900.0,<1H OCEAN --117.94,33.94,26.0,1962.0,540.0,1236.0,520.0,2.2156,145000.0,<1H OCEAN --117.93,33.94,30.0,2658.0,382.0,1135.0,392.0,6.0516,245000.0,<1H OCEAN --117.93,33.94,28.0,3664.0,719.0,1820.0,657.0,4.225,224700.0,<1H OCEAN --117.93,33.93,25.0,2431.0,534.0,1702.0,523.0,3.7933,184400.0,<1H OCEAN --117.92,33.94,27.0,4566.0,620.0,2045.0,664.0,5.583,267700.0,<1H OCEAN --117.92,33.94,30.0,2506.0,394.0,1255.0,421.0,4.7813,198200.0,<1H OCEAN --117.93,33.92,34.0,2271.0,437.0,1393.0,433.0,4.2443,174400.0,<1H OCEAN --117.93,33.93,37.0,1128.0,273.0,931.0,234.0,2.8,137500.0,<1H OCEAN --117.93,33.93,33.0,1626.0,378.0,1062.0,356.0,2.1944,139600.0,<1H OCEAN --117.92,33.93,12.0,4415.0,890.0,1532.0,854.0,3.75,166300.0,<1H OCEAN --117.91,33.93,21.0,2578.0,363.0,1207.0,350.0,6.2452,291700.0,<1H OCEAN --117.91,33.94,15.0,5799.0,842.0,2314.0,787.0,6.3433,350500.0,<1H OCEAN --117.89,33.94,20.0,3349.0,685.0,1822.0,675.0,4.7216,227000.0,<1H OCEAN --117.88,33.93,17.0,6100.0,861.0,2771.0,866.0,7.6486,306700.0,<1H OCEAN --117.9,33.93,12.0,4325.0,1191.0,1897.0,1080.0,3.3173,247400.0,<1H OCEAN --117.89,33.92,17.0,2936.0,555.0,1381.0,535.0,5.4617,190300.0,<1H OCEAN --117.9,33.92,27.0,698.0,116.0,391.0,126.0,5.9177,267600.0,<1H OCEAN --117.91,33.92,21.0,380.0,91.0,398.0,70.0,4.7222,208300.0,<1H OCEAN --117.91,33.91,27.0,2181.0,501.0,1555.0,488.0,3.6106,196400.0,<1H OCEAN --117.91,33.91,34.0,1763.0,303.0,894.0,297.0,5.0096,221700.0,<1H OCEAN --117.91,33.91,32.0,1530.0,301.0,666.0,276.0,4.125,230200.0,<1H OCEAN --117.91,33.91,24.0,2249.0,379.0,1015.0,385.0,4.9766,267100.0,<1H OCEAN --117.89,33.92,34.0,1473.0,312.0,1025.0,315.0,3.8333,170400.0,<1H OCEAN --117.89,33.91,33.0,1264.0,224.0,527.0,227.0,3.7321,216500.0,<1H OCEAN --117.9,33.91,36.0,1376.0,257.0,687.0,221.0,3.5403,195400.0,<1H OCEAN --117.89,33.92,8.0,2120.0,544.0,1281.0,470.0,3.4954,159500.0,<1H OCEAN --117.89,33.92,14.0,1562.0,373.0,609.0,328.0,2.3935,125000.0,<1H OCEAN --117.89,33.9,16.0,1426.0,216.0,652.0,226.0,6.5284,288700.0,<1H OCEAN --117.89,33.9,23.0,1533.0,226.0,693.0,230.0,7.898,258200.0,<1H OCEAN --117.9,33.9,19.0,2176.0,414.0,1002.0,402.0,4.9743,193500.0,<1H OCEAN --117.9,33.91,26.0,2885.0,476.0,1227.0,439.0,4.9524,226600.0,<1H OCEAN --117.9,33.91,33.0,4181.0,804.0,2049.0,834.0,4.3103,201600.0,<1H OCEAN --117.92,33.92,19.0,2181.0,400.0,1272.0,337.0,5.1952,302100.0,<1H OCEAN --117.92,33.91,33.0,2868.0,382.0,1204.0,412.0,6.1825,336900.0,<1H OCEAN --117.92,33.91,27.0,2558.0,310.0,891.0,316.0,9.5561,411800.0,<1H OCEAN --117.91,33.9,27.0,829.0,114.0,383.0,133.0,9.3125,293500.0,<1H OCEAN --117.92,33.89,18.0,2895.0,487.0,1116.0,429.0,5.4716,400000.0,<1H OCEAN --117.92,33.9,13.0,1814.0,320.0,1010.0,313.0,6.3489,337900.0,<1H OCEAN --117.93,33.91,24.0,1698.0,297.0,676.0,273.0,5.2017,364600.0,<1H OCEAN --117.9,33.9,18.0,3821.0,576.0,1430.0,568.0,6.9399,349600.0,<1H OCEAN --117.9,33.88,28.0,2696.0,346.0,947.0,356.0,9.0055,375400.0,<1H OCEAN --117.89,33.89,17.0,1671.0,192.0,678.0,206.0,13.1107,467600.0,<1H OCEAN --117.92,33.89,12.0,1859.0,393.0,622.0,316.0,5.0258,161800.0,<1H OCEAN --117.97,33.91,19.0,8096.0,1318.0,3853.0,1313.0,6.0076,269500.0,<1H OCEAN --117.96,33.9,9.0,1899.0,284.0,1070.0,293.0,7.2532,381500.0,<1H OCEAN --117.95,33.9,15.0,3057.0,479.0,1679.0,498.0,6.8429,372600.0,<1H OCEAN --117.96,33.9,10.0,2423.0,356.0,1213.0,347.0,6.5635,346900.0,<1H OCEAN --117.98,33.9,6.0,1537.0,347.0,506.0,280.0,4.8264,146800.0,<1H OCEAN --117.96,33.88,25.0,3578.0,461.0,1588.0,466.0,6.2556,341300.0,<1H OCEAN --117.95,33.89,17.0,1665.0,247.0,755.0,254.0,6.5764,349000.0,<1H OCEAN --117.96,33.89,24.0,1332.0,252.0,625.0,230.0,4.4375,334100.0,<1H OCEAN --117.94,33.91,18.0,8836.0,1527.0,3946.0,1451.0,5.6441,313000.0,<1H OCEAN --117.93,33.9,30.0,2629.0,331.0,956.0,319.0,9.9071,500001.0,<1H OCEAN --117.94,33.89,30.0,2577.0,404.0,1076.0,374.0,6.7528,459600.0,<1H OCEAN --117.94,33.88,35.0,2159.0,343.0,833.0,335.0,5.3738,365100.0,<1H OCEAN --117.94,33.9,27.0,2029.0,242.0,711.0,254.0,9.7956,500001.0,<1H OCEAN --117.98,33.87,25.0,2037.0,515.0,1435.0,496.0,3.3199,188800.0,<1H OCEAN --117.98,33.87,29.0,1310.0,332.0,937.0,294.0,3.8068,158700.0,<1H OCEAN --117.98,33.86,25.0,1025.0,266.0,726.0,183.0,3.875,137500.0,<1H OCEAN --117.98,33.86,26.0,1240.0,285.0,781.0,315.0,4.1287,205800.0,<1H OCEAN --117.97,33.87,28.0,1784.0,440.0,1255.0,433.0,3.7054,169200.0,<1H OCEAN --117.97,33.86,34.0,2138.0,490.0,1682.0,463.0,3.6006,161700.0,<1H OCEAN --117.97,33.86,35.0,1691.0,367.0,1265.0,378.0,3.5855,174300.0,<1H OCEAN --117.97,33.86,12.0,1370.0,367.0,1022.0,296.0,3.6471,141700.0,<1H OCEAN --117.96,33.86,35.0,2146.0,430.0,1230.0,429.0,3.7813,184900.0,<1H OCEAN --117.96,33.86,35.0,2181.0,371.0,1249.0,358.0,4.2937,183200.0,<1H OCEAN --117.96,33.87,35.0,1972.0,367.0,1152.0,356.0,3.7222,187500.0,<1H OCEAN --117.95,33.86,35.0,2375.0,439.0,1343.0,424.0,4.53,193500.0,<1H OCEAN --117.95,33.86,35.0,2478.0,431.0,1333.0,427.0,5.2099,191400.0,<1H OCEAN --117.96,33.86,32.0,2366.0,505.0,1283.0,477.0,3.3516,190000.0,<1H OCEAN --117.94,33.88,46.0,1747.0,312.0,770.0,296.0,5.4217,256000.0,<1H OCEAN --117.95,33.87,34.0,1599.0,296.0,938.0,307.0,4.285,184900.0,<1H OCEAN --117.95,33.87,35.0,1854.0,383.0,1115.0,381.0,4.4784,185200.0,<1H OCEAN --117.95,33.87,22.0,1432.0,335.0,746.0,296.0,2.0227,55000.0,<1H OCEAN --117.96,33.87,27.0,890.0,289.0,416.0,200.0,3.141,167500.0,<1H OCEAN --117.96,33.87,37.0,1785.0,360.0,1155.0,403.0,4.7984,175800.0,<1H OCEAN --117.95,33.88,34.0,1939.0,355.0,817.0,314.0,3.6705,275000.0,<1H OCEAN --117.94,33.86,36.0,2824.0,493.0,1394.0,507.0,4.6477,194700.0,<1H OCEAN --117.94,33.86,33.0,1013.0,312.0,706.0,266.0,2.1432,197500.0,<1H OCEAN --117.95,33.86,36.0,2038.0,343.0,1066.0,346.0,5.197,195700.0,<1H OCEAN --117.93,33.86,36.0,1672.0,318.0,1173.0,337.0,4.5774,182100.0,<1H OCEAN --117.93,33.86,35.0,1216.0,225.0,893.0,228.0,4.0288,184000.0,<1H OCEAN --117.94,33.86,35.0,1235.0,227.0,875.0,220.0,4.6964,183100.0,<1H OCEAN --117.94,33.86,35.0,2127.0,417.0,1247.0,378.0,4.75,185600.0,<1H OCEAN --117.93,33.88,52.0,2157.0,362.0,1001.0,373.0,5.1237,240000.0,<1H OCEAN --117.93,33.87,10.0,1277.0,488.0,730.0,417.0,1.4803,137500.0,<1H OCEAN --117.94,33.87,46.0,2066.0,450.0,1275.0,448.0,3.9375,187000.0,<1H OCEAN --117.94,33.88,35.0,1694.0,296.0,679.0,282.0,4.3333,239300.0,<1H OCEAN --117.92,33.87,44.0,308.0,87.0,301.0,100.0,2.1991,191100.0,<1H OCEAN --117.92,33.87,36.0,1125.0,285.0,966.0,257.0,2.8438,162500.0,<1H OCEAN --117.93,33.87,52.0,950.0,229.0,429.0,185.0,2.315,182100.0,<1H OCEAN --117.93,33.88,45.0,1306.0,293.0,585.0,260.0,4.0812,241700.0,<1H OCEAN --117.93,33.88,32.0,2458.0,359.0,967.0,409.0,7.2893,293500.0,<1H OCEAN --117.92,33.88,52.0,1270.0,276.0,609.0,211.0,3.75,232500.0,<1H OCEAN --117.91,33.88,34.0,1851.0,291.0,784.0,290.0,5.2336,235600.0,<1H OCEAN --117.92,33.88,32.0,1683.0,273.0,719.0,263.0,5.3649,243600.0,<1H OCEAN --117.92,33.88,32.0,1632.0,244.0,575.0,235.0,5.3986,318700.0,<1H OCEAN --117.91,33.89,30.0,1631.0,212.0,523.0,216.0,7.875,351900.0,<1H OCEAN --117.9,33.88,35.0,2062.0,353.0,991.0,357.0,5.2897,230400.0,<1H OCEAN --117.9,33.88,34.0,1396.0,245.0,661.0,261.0,4.675,215400.0,<1H OCEAN --117.9,33.87,28.0,2315.0,538.0,1360.0,504.0,2.9861,218600.0,<1H OCEAN --117.9,33.87,34.0,1411.0,292.0,1040.0,299.0,3.4338,195200.0,<1H OCEAN --117.91,33.87,29.0,1121.0,,762.0,276.0,2.5,143800.0,<1H OCEAN --117.91,33.87,52.0,2031.0,506.0,1191.0,463.0,2.9076,177300.0,<1H OCEAN --117.88,33.89,18.0,1616.0,532.0,866.0,496.0,3.6435,119100.0,<1H OCEAN --117.88,33.89,16.0,959.0,176.0,353.0,185.0,4.5,173300.0,<1H OCEAN --117.88,33.88,15.0,957.0,360.0,615.0,370.0,3.0263,162500.0,<1H OCEAN --117.89,33.88,15.0,1655.0,626.0,1549.0,582.0,1.9127,175000.0,<1H OCEAN --117.89,33.88,33.0,1582.0,256.0,771.0,240.0,5.3836,229600.0,<1H OCEAN --117.89,33.88,27.0,2091.0,336.0,1037.0,332.0,5.7519,243400.0,<1H OCEAN --117.89,33.87,25.0,1492.0,439.0,755.0,389.0,3.0893,188200.0,<1H OCEAN --117.89,33.87,32.0,1133.0,216.0,693.0,228.0,3.3594,202100.0,<1H OCEAN --117.88,33.87,35.0,1919.0,349.0,1302.0,345.0,5.6409,190900.0,<1H OCEAN --117.89,33.87,32.0,1569.0,422.0,835.0,386.0,3.0465,148900.0,<1H OCEAN --117.93,33.87,45.0,1006.0,230.0,1237.0,237.0,3.3472,168000.0,<1H OCEAN --117.93,33.86,36.0,931.0,279.0,778.0,303.0,2.6563,155000.0,<1H OCEAN --117.93,33.86,17.0,1627.0,398.0,1216.0,369.0,3.3438,186600.0,<1H OCEAN --117.93,33.86,35.0,931.0,181.0,516.0,174.0,5.5867,182500.0,<1H OCEAN --117.93,33.87,29.0,1221.0,371.0,1822.0,326.0,1.7935,162500.0,<1H OCEAN --117.89,33.86,28.0,1395.0,398.0,1220.0,362.0,3.3008,193800.0,<1H OCEAN --117.91,33.86,26.0,2296.0,570.0,1415.0,527.0,2.4732,165800.0,<1H OCEAN --117.92,33.86,26.0,745.0,161.0,247.0,151.0,3.6375,133900.0,<1H OCEAN --117.92,33.87,33.0,1597.0,,1888.0,423.0,3.055,157800.0,<1H OCEAN --117.87,33.91,16.0,2434.0,455.0,1017.0,476.0,4.2188,176300.0,<1H OCEAN --117.88,33.9,21.0,3180.0,434.0,1413.0,391.0,6.5945,277300.0,<1H OCEAN --117.88,33.9,15.0,1705.0,478.0,759.0,479.0,3.5333,114400.0,<1H OCEAN --117.88,33.89,19.0,3583.0,911.0,2300.0,871.0,3.0214,218400.0,<1H OCEAN --117.88,33.89,17.0,3218.0,923.0,1701.0,824.0,3.6946,265500.0,<1H OCEAN --117.87,33.89,25.0,1142.0,162.0,486.0,150.0,7.1472,270100.0,<1H OCEAN --117.86,33.91,16.0,2889.0,423.0,1227.0,401.0,6.4514,270800.0,<1H OCEAN --117.86,33.9,17.0,1452.0,188.0,630.0,194.0,6.9113,285200.0,<1H OCEAN --117.86,33.9,25.0,3205.0,409.0,1291.0,408.0,7.2478,299200.0,<1H OCEAN --117.87,33.9,21.0,3181.0,447.0,1416.0,469.0,6.8268,280300.0,<1H OCEAN --117.86,33.89,22.0,4386.0,593.0,1915.0,592.0,6.6897,289800.0,<1H OCEAN --117.86,33.89,24.0,2002.0,253.0,820.0,241.0,6.9612,274500.0,<1H OCEAN --117.87,33.89,19.0,1674.0,243.0,786.0,234.0,6.4218,275000.0,<1H OCEAN --117.86,33.88,19.0,1621.0,328.0,871.0,322.0,3.7361,201400.0,<1H OCEAN --117.87,33.89,17.0,1441.0,530.0,769.0,456.0,2.425,171700.0,<1H OCEAN --117.87,33.89,22.0,2340.0,664.0,1382.0,546.0,3.343,184600.0,<1H OCEAN --117.87,33.88,25.0,1808.0,440.0,1342.0,454.0,3.025,156900.0,<1H OCEAN --117.87,33.88,24.0,2655.0,702.0,1519.0,708.0,3.3036,183900.0,<1H OCEAN --117.87,33.88,28.0,3333.0,752.0,2026.0,722.0,3.5667,190700.0,<1H OCEAN --117.87,33.88,28.0,2612.0,602.0,1682.0,563.0,3.6417,204300.0,<1H OCEAN --117.86,33.87,12.0,1600.0,251.0,685.0,256.0,5.1784,254000.0,<1H OCEAN --117.87,33.85,33.0,45.0,11.0,34.0,10.0,5.2949,350000.0,<1H OCEAN --117.85,33.86,18.0,329.0,72.0,209.0,71.0,4.6806,187500.0,<1H OCEAN --117.85,33.89,22.0,4020.0,655.0,1486.0,635.0,5.9639,262300.0,<1H OCEAN --117.85,33.88,14.0,4753.0,681.0,2138.0,678.0,7.3658,288500.0,<1H OCEAN --117.86,33.88,20.0,3977.0,540.0,1886.0,541.0,6.5843,272200.0,<1H OCEAN --117.85,33.87,15.0,5078.0,806.0,2569.0,759.0,5.6549,301900.0,<1H OCEAN --117.85,33.9,20.0,4026.0,648.0,1997.0,650.0,5.5918,260500.0,<1H OCEAN --117.85,33.9,25.0,1548.0,256.0,811.0,263.0,5.2037,242200.0,<1H OCEAN --117.84,33.89,24.0,3935.0,625.0,1912.0,593.0,5.7951,226900.0,<1H OCEAN --117.85,33.89,24.0,3326.0,503.0,1616.0,494.0,5.7457,240600.0,<1H OCEAN --117.88,33.87,21.0,1519.0,388.0,1203.0,366.0,3.2083,145300.0,<1H OCEAN --117.87,33.86,19.0,2232.0,448.0,1149.0,417.0,3.1534,324400.0,<1H OCEAN --117.87,33.87,7.0,2663.0,642.0,1367.0,677.0,4.6563,162400.0,<1H OCEAN --117.87,33.87,15.0,1898.0,476.0,1766.0,455.0,2.4929,158500.0,<1H OCEAN --117.87,33.87,16.0,1332.0,368.0,1534.0,295.0,3.0227,297100.0,<1H OCEAN --117.86,33.87,19.0,1591.0,279.0,891.0,237.0,5.6573,216000.0,<1H OCEAN --117.88,33.85,18.0,2705.0,713.0,2726.0,674.0,2.7759,200000.0,<1H OCEAN --117.87,33.86,28.0,2292.0,531.0,2197.0,509.0,3.4856,142800.0,<1H OCEAN --117.88,33.85,22.0,1105.0,241.0,971.0,249.0,3.1667,113900.0,<1H OCEAN --117.81,33.89,13.0,3252.0,583.0,1546.0,557.0,5.8243,297900.0,<1H OCEAN --117.82,33.88,18.0,1982.0,300.0,1027.0,324.0,7.0526,327500.0,<1H OCEAN --117.82,33.89,24.0,2168.0,421.0,1050.0,397.0,4.6172,238300.0,<1H OCEAN --117.81,33.88,19.0,2968.0,503.0,1430.0,459.0,5.3339,371700.0,<1H OCEAN --117.82,33.89,21.0,3079.0,509.0,1431.0,480.0,4.0714,278900.0,<1H OCEAN --117.78,33.86,16.0,3471.0,708.0,1769.0,691.0,4.1064,246100.0,<1H OCEAN --117.76,33.87,16.0,3973.0,595.0,1971.0,575.0,6.4265,263700.0,<1H OCEAN --117.83,33.9,23.0,2446.0,360.0,1196.0,359.0,6.5755,272800.0,<1H OCEAN --117.84,33.9,24.0,1723.0,223.0,707.0,219.0,7.0352,299600.0,<1H OCEAN --117.83,33.89,25.0,1737.0,270.0,840.0,265.0,4.625,245700.0,<1H OCEAN --117.83,33.88,23.0,2365.0,355.0,1209.0,347.0,6.0132,259400.0,<1H OCEAN --117.84,33.89,19.0,3544.0,542.0,1787.0,560.0,6.7837,264300.0,<1H OCEAN --117.83,33.88,18.0,2112.0,340.0,1048.0,315.0,6.9308,231700.0,<1H OCEAN --117.82,33.88,15.0,5392.0,895.0,2531.0,827.0,6.2185,280300.0,<1H OCEAN --117.83,33.87,5.0,6971.0,1449.0,3521.0,1423.0,5.2131,243900.0,<1H OCEAN --117.81,33.88,19.0,2265.0,283.0,904.0,279.0,9.2327,461300.0,<1H OCEAN --117.81,33.87,19.0,4491.0,680.0,2457.0,702.0,6.0591,233500.0,<1H OCEAN --117.8,33.87,16.0,5954.0,1281.0,3107.0,1209.0,4.2566,206100.0,<1H OCEAN --117.81,33.86,18.0,133.0,29.0,95.0,23.0,3.5625,235000.0,<1H OCEAN --117.87,33.92,14.0,4039.0,669.0,1905.0,670.0,6.3303,303000.0,<1H OCEAN --117.88,33.92,13.0,3292.0,727.0,1565.0,698.0,5.457,308800.0,<1H OCEAN --117.85,33.92,11.0,3331.0,410.0,1460.0,416.0,8.0287,371800.0,<1H OCEAN --117.87,33.92,17.0,4575.0,764.0,2054.0,737.0,6.0571,272400.0,<1H OCEAN --117.83,33.93,14.0,1956.0,282.0,671.0,269.0,6.5841,306400.0,<1H OCEAN --117.8,33.92,16.0,5819.0,986.0,2306.0,914.0,4.6315,277500.0,<1H OCEAN --117.8,33.89,25.0,3121.0,381.0,1278.0,389.0,7.0217,357900.0,<1H OCEAN --117.79,33.88,17.0,8562.0,1351.0,3822.0,1316.0,6.0829,252600.0,<1H OCEAN --117.78,33.87,16.0,5609.0,952.0,2624.0,934.0,5.3307,169600.0,<1H OCEAN --117.78,33.88,16.0,1800.0,238.0,871.0,234.0,6.6678,301900.0,<1H OCEAN --117.78,33.9,14.0,6239.0,901.0,2923.0,904.0,6.5437,268200.0,<1H OCEAN --117.82,33.9,25.0,1137.0,170.0,524.0,164.0,7.5744,259300.0,<1H OCEAN --117.8,33.9,22.0,3760.0,482.0,1485.0,461.0,7.8537,354900.0,<1H OCEAN --117.74,33.89,4.0,37937.0,5471.0,16122.0,5189.0,7.4947,366300.0,<1H OCEAN --117.76,33.88,9.0,4838.0,759.0,2090.0,695.0,6.6536,307800.0,<1H OCEAN --117.77,33.88,8.0,4874.0,627.0,2070.0,619.0,8.1117,410200.0,<1H OCEAN --117.78,33.89,7.0,9729.0,1210.0,4160.0,1214.0,8.9088,415300.0,<1H OCEAN --117.8,33.85,23.0,3038.0,470.0,1568.0,438.0,5.6403,233000.0,<1H OCEAN --117.82,33.85,21.0,2603.0,404.0,1350.0,390.0,6.057,235900.0,<1H OCEAN --117.82,33.85,18.0,1810.0,305.0,1189.0,326.0,5.2227,213500.0,<1H OCEAN --117.8,33.85,16.0,4151.0,637.0,1558.0,604.0,5.806,304900.0,<1H OCEAN --117.82,33.84,25.0,1788.0,203.0,676.0,217.0,10.1299,454300.0,<1H OCEAN --117.81,33.84,17.0,4343.0,515.0,1605.0,484.0,10.5981,460100.0,<1H OCEAN --117.79,33.84,9.0,10484.0,1603.0,4005.0,1419.0,8.3931,365300.0,<1H OCEAN --117.78,33.85,16.0,3781.0,504.0,1665.0,499.0,7.2554,335600.0,<1H OCEAN --117.78,33.86,16.0,4390.0,660.0,2146.0,633.0,6.1504,266000.0,<1H OCEAN --117.76,33.87,16.0,3182.0,429.0,1663.0,428.0,7.0592,288200.0,<1H OCEAN --117.78,33.81,23.0,1986.0,278.0,826.0,260.0,7.7752,380000.0,<1H OCEAN --117.77,33.8,16.0,3973.0,483.0,1373.0,452.0,9.8074,417000.0,<1H OCEAN --117.8,33.79,13.0,2021.0,362.0,1081.0,341.0,4.3269,231400.0,<1H OCEAN --117.79,33.8,11.0,10535.0,1620.0,4409.0,1622.0,6.67,283200.0,<1H OCEAN --117.77,33.85,13.0,5415.0,827.0,2061.0,714.0,7.3681,353100.0,<1H OCEAN --117.76,33.84,15.0,3764.0,510.0,1448.0,468.0,8.7124,410500.0,<1H OCEAN --117.75,33.84,16.0,3491.0,502.0,1496.0,509.0,6.6207,270500.0,<1H OCEAN --117.76,33.83,15.0,3086.0,457.0,1262.0,436.0,6.4415,300700.0,<1H OCEAN --117.77,33.84,5.0,4380.0,715.0,1913.0,741.0,6.7274,266400.0,<1H OCEAN --117.76,33.86,14.0,3666.0,442.0,1400.0,433.0,10.1316,500001.0,<1H OCEAN --117.75,33.83,14.0,2452.0,296.0,954.0,275.0,8.2375,388300.0,<1H OCEAN --117.74,33.85,4.0,5416.0,820.0,1753.0,583.0,6.9544,314000.0,<1H OCEAN --117.78,33.82,12.0,6208.0,750.0,2443.0,739.0,9.1808,413700.0,<1H OCEAN --117.76,33.81,2.0,582.0,70.0,199.0,64.0,7.1193,500001.0,<1H OCEAN --117.81,33.8,25.0,2765.0,475.0,1666.0,474.0,6.0531,230700.0,<1H OCEAN --117.81,33.79,25.0,5950.0,1155.0,4528.0,1064.0,4.2564,204600.0,<1H OCEAN --117.8,33.81,14.0,1206.0,142.0,572.0,149.0,8.847,388700.0,<1H OCEAN --117.8,33.78,18.0,3548.0,474.0,1506.0,449.0,6.925,290300.0,<1H OCEAN --117.8,33.78,17.0,4138.0,805.0,2442.0,780.0,4.7804,242000.0,<1H OCEAN --117.69,33.8,5.0,3178.0,631.0,1467.0,581.0,5.2541,237100.0,<1H OCEAN --117.66,33.61,16.0,2022.0,254.0,789.0,270.0,8.4112,286900.0,<1H OCEAN --117.66,33.62,16.0,4065.0,661.0,1962.0,636.0,6.2177,256600.0,<1H OCEAN --117.67,33.61,24.0,3859.0,661.0,1972.0,624.0,5.7871,227400.0,<1H OCEAN --117.66,33.61,17.0,3464.0,519.0,1713.0,530.0,6.0471,248400.0,<1H OCEAN --117.66,33.61,21.0,1932.0,266.0,860.0,286.0,7.1497,274000.0,<1H OCEAN --117.66,33.6,24.0,1684.0,232.0,781.0,230.0,6.8667,279600.0,<1H OCEAN --117.66,33.6,25.0,3745.0,522.0,1648.0,496.0,7.5488,278100.0,<1H OCEAN --117.67,33.61,23.0,3588.0,577.0,1695.0,569.0,6.1401,243200.0,<1H OCEAN --117.68,33.63,16.0,5218.0,1187.0,2701.0,1125.0,3.929,143100.0,<1H OCEAN --117.68,33.63,13.0,5830.0,921.0,2897.0,891.0,6.2403,257400.0,<1H OCEAN --117.67,33.63,9.0,5774.0,1320.0,3086.0,1265.0,4.4063,202200.0,<1H OCEAN --117.62,33.77,43.0,1911.0,439.0,930.0,433.0,4.6369,186400.0,<1H OCEAN --117.6,33.72,36.0,1317.0,228.0,531.0,214.0,5.6346,272500.0,<1H OCEAN --117.67,33.6,25.0,3164.0,449.0,1517.0,453.0,6.7921,266000.0,<1H OCEAN --117.66,33.59,18.0,4552.0,706.0,1918.0,671.0,7.5791,288100.0,<1H OCEAN --117.67,33.6,20.0,1213.0,171.0,565.0,170.0,7.2592,314800.0,<1H OCEAN --117.66,33.58,16.0,3016.0,394.0,1172.0,382.0,7.5196,315600.0,<1H OCEAN --117.67,33.57,18.0,1614.0,210.0,692.0,209.0,7.9294,280300.0,<1H OCEAN --117.66,33.57,16.0,4277.0,565.0,1642.0,549.0,8.0082,286600.0,<1H OCEAN --117.7,33.62,16.0,9653.0,2000.0,4732.0,1922.0,3.7361,197200.0,<1H OCEAN --117.69,33.62,18.0,4265.0,581.0,2025.0,544.0,6.4598,282700.0,<1H OCEAN --117.68,33.61,19.0,2962.0,405.0,1295.0,440.0,6.0689,248000.0,<1H OCEAN --117.69,33.61,16.0,3010.0,580.0,1649.0,538.0,4.0221,236200.0,<1H OCEAN --117.68,33.6,19.0,3913.0,460.0,1646.0,454.0,7.2147,303900.0,<1H OCEAN --117.65,33.65,16.0,1538.0,260.0,835.0,259.0,5.5779,234800.0,<1H OCEAN --117.66,33.64,17.0,3173.0,501.0,1555.0,520.0,6.7079,250800.0,<1H OCEAN --117.67,33.64,11.0,2722.0,554.0,1565.0,508.0,5.1645,164100.0,<1H OCEAN --117.66,33.65,13.0,8527.0,1364.0,4597.0,1393.0,6.2242,237900.0,<1H OCEAN --117.65,33.65,15.0,3485.0,519.0,1740.0,485.0,6.7543,251900.0,<1H OCEAN --117.65,33.63,16.0,3388.0,425.0,1395.0,427.0,8.4471,351300.0,<1H OCEAN --117.65,33.65,15.0,4713.0,671.0,2197.0,673.0,7.5426,294800.0,<1H OCEAN --117.66,33.63,16.0,3299.0,610.0,1967.0,604.0,5.5085,223300.0,<1H OCEAN --117.63,33.65,10.0,3580.0,491.0,1688.0,467.0,7.7814,288700.0,<1H OCEAN --117.62,33.64,2.0,7826.0,893.0,2985.0,790.0,10.1531,484100.0,<1H OCEAN --117.64,33.63,10.0,4814.0,643.0,1808.0,588.0,8.798,436600.0,<1H OCEAN --117.64,33.64,11.0,2422.0,429.0,810.0,395.0,6.1935,293200.0,<1H OCEAN --117.64,33.65,4.0,6842.0,1512.0,3256.0,1439.0,5.4132,216600.0,<1H OCEAN --117.63,33.62,9.0,4257.0,785.0,1293.0,745.0,3.7139,196700.0,<1H OCEAN --117.63,33.63,6.0,3068.0,549.0,985.0,536.0,4.2009,238000.0,<1H OCEAN --117.65,33.62,15.0,2708.0,410.0,1140.0,389.0,6.2899,275000.0,<1H OCEAN --117.64,33.62,16.0,3970.0,771.0,1202.0,734.0,3.4115,184800.0,<1H OCEAN --117.66,33.62,16.0,5175.0,799.0,2717.0,813.0,6.1493,257800.0,<1H OCEAN --117.65,33.6,15.0,5736.0,,2529.0,762.0,6.4114,278700.0,<1H OCEAN --117.64,33.61,14.0,5232.0,810.0,3041.0,839.0,5.826,247900.0,<1H OCEAN --117.65,33.6,13.0,2319.0,430.0,1004.0,380.0,5.133,316100.0,<1H OCEAN --117.64,33.59,4.0,3274.0,383.0,1312.0,390.0,8.1611,348000.0,<1H OCEAN --117.66,33.58,6.0,4186.0,,1794.0,541.0,9.6986,357600.0,<1H OCEAN --117.65,33.57,5.0,1998.0,500.0,1185.0,446.0,4.3542,195600.0,<1H OCEAN --117.65,33.58,2.0,2411.0,354.0,703.0,217.0,7.8061,331400.0,<1H OCEAN --117.66,33.57,16.0,2483.0,443.0,1357.0,400.0,5.5545,214200.0,<1H OCEAN --117.65,33.59,8.0,2649.0,340.0,1238.0,354.0,8.0409,337900.0,<1H OCEAN --117.67,33.54,16.0,2102.0,350.0,1003.0,328.0,4.7981,170800.0,<1H OCEAN --117.67,33.54,15.0,2423.0,435.0,1366.0,423.0,4.8906,181800.0,<1H OCEAN --117.67,33.55,6.0,3157.0,721.0,1695.0,710.0,3.7609,222300.0,<1H OCEAN --117.67,33.56,4.0,3289.0,728.0,1345.0,632.0,4.6863,184400.0,<1H OCEAN --117.64,33.51,15.0,1743.0,254.0,943.0,274.0,5.9339,286000.0,<1H OCEAN --117.64,33.51,14.0,1343.0,175.0,650.0,184.0,7.2648,363200.0,<1H OCEAN --117.55,33.52,15.0,426.0,62.0,133.0,45.0,5.136,447400.0,<1H OCEAN --117.59,33.61,3.0,2993.0,429.0,991.0,390.0,10.0765,378200.0,<1H OCEAN --117.58,33.6,5.0,5348.0,659.0,1862.0,555.0,11.0567,495400.0,<1H OCEAN --117.49,33.64,3.0,8874.0,1302.0,3191.0,1027.0,6.8588,302000.0,<1H OCEAN --117.59,33.67,29.0,1223.0,215.0,633.0,204.0,6.5143,279800.0,<1H OCEAN --117.53,33.69,6.0,454.0,102.0,213.0,43.0,10.9704,483300.0,<1H OCEAN --117.59,33.66,3.0,1206.0,256.0,563.0,287.0,5.1589,167800.0,<1H OCEAN --117.58,33.66,4.0,3305.0,644.0,1693.0,597.0,5.2497,215000.0,<1H OCEAN --117.58,33.65,4.0,2000.0,422.0,833.0,386.0,5.7709,190300.0,<1H OCEAN --117.59,33.66,4.0,1318.0,218.0,673.0,225.0,6.0722,260800.0,<1H OCEAN --117.59,33.65,2.0,4860.0,1193.0,2332.0,1073.0,4.5022,151900.0,<1H OCEAN --117.6,33.65,4.0,3134.0,504.0,1599.0,485.0,6.2464,233900.0,<1H OCEAN --117.61,33.67,3.0,4541.0,720.0,1600.0,583.0,6.8004,284900.0,<1H OCEAN --117.64,33.66,6.0,5221.0,1217.0,2597.0,1119.0,4.6076,204000.0,<1H OCEAN --117.59,33.65,4.0,1793.0,390.0,897.0,386.0,4.2463,182800.0,<1H OCEAN --117.58,33.65,4.0,1606.0,498.0,815.0,426.0,3.375,500001.0,<1H OCEAN --117.61,33.63,2.0,4678.0,817.0,1970.0,712.0,6.1078,219000.0,<1H OCEAN --117.65,33.53,7.0,6814.0,785.0,2175.0,681.0,10.49,500001.0,<1H OCEAN --117.62,33.42,23.0,2656.0,515.0,998.0,435.0,4.0294,500001.0,NEAR OCEAN --117.63,33.38,12.0,5744.0,1054.0,2104.0,847.0,5.1482,500001.0,NEAR OCEAN --117.61,33.41,35.0,2556.0,404.0,946.0,399.0,6.1557,402900.0,NEAR OCEAN --117.61,33.42,31.0,3959.0,856.0,1919.0,775.0,4.0313,282000.0,NEAR OCEAN --117.6,33.41,29.0,2193.0,389.0,922.0,387.0,4.5476,309200.0,NEAR OCEAN --117.62,33.47,4.0,1812.0,255.0,661.0,211.0,6.487,294200.0,NEAR OCEAN --117.63,33.45,5.0,3549.0,604.0,1571.0,534.0,5.3705,363500.0,NEAR OCEAN --117.63,33.47,4.0,1969.0,280.0,805.0,271.0,7.6012,310800.0,NEAR OCEAN --117.61,33.45,6.0,950.0,184.0,426.0,186.0,4.7237,220700.0,NEAR OCEAN --117.63,33.46,7.0,7684.0,1088.0,2812.0,1057.0,6.3401,387300.0,NEAR OCEAN --117.64,33.45,26.0,1528.0,,607.0,218.0,6.2871,325500.0,NEAR OCEAN --117.65,33.42,25.0,2174.0,428.0,603.0,352.0,3.3967,249400.0,NEAR OCEAN --117.64,33.45,27.0,334.0,56.0,130.0,46.0,4.875,284100.0,NEAR OCEAN --117.62,33.43,27.0,1835.0,413.0,1221.0,377.0,3.2232,247100.0,NEAR OCEAN --117.62,33.43,27.0,3858.0,1062.0,2321.0,873.0,3.3155,231000.0,NEAR OCEAN --117.62,33.43,24.0,1296.0,384.0,850.0,367.0,2.7545,231300.0,NEAR OCEAN --117.65,33.4,17.0,2737.0,654.0,910.0,492.0,3.5729,370800.0,NEAR OCEAN --117.62,33.43,23.0,4052.0,955.0,1950.0,859.0,4.0647,240600.0,NEAR OCEAN --117.61,33.43,33.0,1150.0,383.0,604.0,317.0,2.3545,187500.0,NEAR OCEAN --117.62,33.42,27.0,1005.0,266.0,460.0,243.0,3.1029,190600.0,NEAR OCEAN --117.62,33.42,27.0,1444.0,412.0,597.0,311.0,3.1395,310000.0,NEAR OCEAN --117.6,33.45,4.0,2369.0,566.0,996.0,435.0,5.4031,243800.0,NEAR OCEAN --117.59,33.44,3.0,5813.0,1264.0,2363.0,1041.0,4.3897,341300.0,NEAR OCEAN --117.59,33.4,22.0,3167.0,743.0,1797.0,642.0,4.0076,252100.0,NEAR OCEAN --117.59,33.41,17.0,2248.0,448.0,878.0,423.0,5.1298,246000.0,NEAR OCEAN --117.6,33.42,23.0,2482.0,461.0,1048.0,425.0,4.665,280600.0,NEAR OCEAN --117.61,33.43,24.0,2303.0,399.0,851.0,379.0,3.9875,346500.0,NEAR OCEAN --117.6,33.43,21.0,3951.0,562.0,1392.0,543.0,5.1439,414000.0,NEAR OCEAN --117.61,33.44,17.0,2036.0,272.0,713.0,265.0,6.5954,346200.0,NEAR OCEAN --117.59,33.43,14.0,3223.0,484.0,1230.0,488.0,6.5964,358800.0,NEAR OCEAN --117.67,33.47,22.0,2728.0,616.0,1081.0,566.0,1.6393,500001.0,<1H OCEAN --117.67,33.46,24.0,3571.0,722.0,1409.0,543.0,4.6518,277800.0,<1H OCEAN --117.67,33.44,25.0,2994.0,519.0,903.0,410.0,6.6852,500001.0,<1H OCEAN --117.67,33.46,18.0,1679.0,271.0,783.0,257.0,5.3999,300000.0,<1H OCEAN --117.66,33.46,26.0,2073.0,370.0,952.0,340.0,5.0877,288100.0,<1H OCEAN --117.66,33.46,28.0,1261.0,233.0,609.0,242.0,5.1024,312700.0,<1H OCEAN --117.66,33.48,22.0,809.0,180.0,334.0,157.0,2.3846,500001.0,<1H OCEAN --117.65,33.49,16.0,2223.0,454.0,628.0,382.0,4.3603,248800.0,<1H OCEAN --117.64,33.49,3.0,2516.0,429.0,781.0,337.0,5.6197,271600.0,<1H OCEAN --117.65,33.48,10.0,3484.0,582.0,1469.0,556.0,5.4188,402200.0,<1H OCEAN --117.65,33.48,6.0,1638.0,188.0,572.0,174.0,13.0502,500001.0,<1H OCEAN --117.63,33.5,12.0,3619.0,536.0,1506.0,492.0,7.2013,353600.0,<1H OCEAN --117.63,33.47,4.0,2320.0,405.0,1408.0,477.0,6.3369,256000.0,NEAR OCEAN --117.65,33.46,19.0,7034.0,1139.0,2824.0,1068.0,6.0873,277300.0,<1H OCEAN --117.64,33.48,12.0,2007.0,397.0,1033.0,373.0,5.6754,275900.0,<1H OCEAN --117.65,33.45,15.0,7468.0,1275.0,3033.0,1217.0,5.49,239300.0,NEAR OCEAN --117.73,33.49,31.0,5112.0,778.0,1530.0,648.0,10.3983,500001.0,<1H OCEAN --117.76,33.48,38.0,3832.0,809.0,1332.0,636.0,5.0044,381200.0,<1H OCEAN --117.74,33.51,29.0,1720.0,269.0,612.0,258.0,7.8239,500001.0,<1H OCEAN --117.73,33.53,3.0,6388.0,920.0,2129.0,819.0,7.8915,420600.0,<1H OCEAN --117.72,33.54,13.0,4866.0,812.0,1909.0,733.0,4.9821,244800.0,<1H OCEAN --117.72,33.53,14.0,1672.0,295.0,704.0,293.0,5.1129,251300.0,<1H OCEAN --117.72,33.51,17.0,3617.0,597.0,1176.0,571.0,5.133,324000.0,<1H OCEAN --117.72,33.49,4.0,3623.0,734.0,1129.0,530.0,5.7281,500001.0,<1H OCEAN --117.73,33.49,17.0,2168.0,290.0,654.0,279.0,9.8321,500001.0,<1H OCEAN --117.73,33.51,5.0,4549.0,786.0,1238.0,632.0,6.1785,295900.0,<1H OCEAN --117.69,33.6,19.0,3562.0,439.0,1584.0,470.0,6.4211,288100.0,<1H OCEAN --117.68,33.6,24.0,1956.0,262.0,969.0,256.0,6.8154,265900.0,<1H OCEAN --117.69,33.6,17.0,2150.0,361.0,1194.0,335.0,5.4622,227000.0,<1H OCEAN --117.7,33.6,16.0,2092.0,489.0,877.0,392.0,3.0461,216900.0,<1H OCEAN --117.69,33.6,16.0,2205.0,393.0,1333.0,402.0,3.475,279500.0,<1H OCEAN --117.69,33.6,12.0,3258.0,421.0,1464.0,435.0,6.5413,332000.0,<1H OCEAN --117.69,33.59,13.0,3320.0,426.0,1432.0,431.0,7.9283,348100.0,<1H OCEAN --117.68,33.59,12.0,3473.0,466.0,1569.0,450.0,8.8636,314000.0,<1H OCEAN --117.69,33.58,5.0,6678.0,1011.0,2877.0,982.0,7.5177,330000.0,<1H OCEAN --117.68,33.59,8.0,2327.0,263.0,899.0,236.0,14.9009,500001.0,<1H OCEAN --117.69,33.58,8.0,2887.0,351.0,1176.0,351.0,10.3953,500001.0,<1H OCEAN --117.68,33.47,7.0,4458.0,731.0,1731.0,704.0,6.126,285600.0,<1H OCEAN --117.68,33.48,15.0,1786.0,299.0,727.0,293.0,5.0527,231400.0,<1H OCEAN --117.68,33.49,17.0,2232.0,372.0,1072.0,385.0,4.245,214500.0,<1H OCEAN --117.68,33.49,16.0,3084.0,724.0,2557.0,690.0,2.8357,106300.0,<1H OCEAN --117.67,33.49,15.0,2782.0,579.0,983.0,525.0,2.1935,183300.0,<1H OCEAN --117.67,33.49,10.0,366.0,61.0,128.0,61.0,8.163,250000.0,<1H OCEAN --117.68,33.51,19.0,2930.0,428.0,1481.0,430.0,6.323,480800.0,<1H OCEAN --117.68,33.49,18.0,4173.0,625.0,1649.0,634.0,6.3568,294300.0,<1H OCEAN --117.69,33.48,25.0,3240.0,481.0,1462.0,497.0,6.1815,288500.0,<1H OCEAN --117.69,33.47,13.0,2020.0,378.0,679.0,290.0,5.756,305600.0,<1H OCEAN --117.66,33.51,18.0,2626.0,,1302.0,522.0,4.0167,189600.0,<1H OCEAN --117.66,33.5,16.0,1956.0,346.0,862.0,326.0,4.4732,186300.0,<1H OCEAN --117.67,33.51,17.0,2112.0,480.0,1893.0,433.0,4.0388,120400.0,<1H OCEAN --117.67,33.51,18.0,1645.0,393.0,1490.0,355.0,3.4792,126400.0,<1H OCEAN --117.67,33.51,19.0,1258.0,246.0,545.0,227.0,2.9762,184400.0,<1H OCEAN --117.69,33.47,23.0,3499.0,722.0,1480.0,634.0,3.86,300000.0,<1H OCEAN --117.7,33.47,20.0,1577.0,363.0,764.0,333.0,4.1563,320800.0,<1H OCEAN --117.7,33.47,21.0,2208.0,534.0,1423.0,482.0,3.5915,305600.0,<1H OCEAN --117.69,33.47,19.0,2595.0,621.0,1728.0,571.0,3.668,243800.0,<1H OCEAN --117.7,33.47,21.0,1857.0,399.0,881.0,380.0,3.8403,350000.0,<1H OCEAN --117.72,33.43,5.0,1889.0,359.0,616.0,246.0,3.8992,500001.0,<1H OCEAN --117.68,33.55,5.0,2262.0,427.0,1016.0,402.0,6.065,315500.0,<1H OCEAN --117.68,33.54,5.0,2840.0,403.0,1363.0,403.0,7.618,341400.0,<1H OCEAN --117.68,33.52,5.0,3621.0,632.0,1546.0,567.0,5.753,322800.0,<1H OCEAN --117.69,33.55,9.0,3856.0,571.0,1646.0,576.0,6.8007,318300.0,<1H OCEAN --117.69,33.54,20.0,1767.0,280.0,801.0,284.0,6.5394,272000.0,<1H OCEAN --117.69,33.53,17.0,5041.0,778.0,2396.0,801.0,6.0868,282900.0,<1H OCEAN --117.69,33.52,4.0,2142.0,625.0,1176.0,483.0,3.4455,325000.0,<1H OCEAN --117.7,33.51,2.0,5261.0,763.0,1460.0,599.0,6.8279,279000.0,<1H OCEAN --117.69,33.52,3.0,7374.0,1444.0,3214.0,1279.0,4.538,278200.0,<1H OCEAN --117.7,33.53,5.0,6698.0,1254.0,2834.0,1139.0,5.9088,288500.0,<1H OCEAN --117.71,33.52,17.0,2486.0,417.0,876.0,361.0,6.1007,340900.0,<1H OCEAN --117.71,33.51,11.0,2198.0,252.0,883.0,281.0,13.1477,487000.0,<1H OCEAN --117.71,33.51,12.0,4676.0,698.0,1543.0,598.0,6.379,500001.0,<1H OCEAN --117.68,33.57,2.0,10008.0,1453.0,3550.0,1139.0,10.1122,500001.0,<1H OCEAN --117.69,33.55,4.0,1764.0,220.0,705.0,224.0,8.3275,384200.0,<1H OCEAN --117.69,33.55,3.0,1618.0,266.0,710.0,246.0,6.0743,274300.0,<1H OCEAN --117.7,33.54,4.0,4956.0,693.0,1802.0,625.0,7.9338,354700.0,<1H OCEAN --117.7,33.55,12.0,2459.0,390.0,1054.0,391.0,7.1736,262100.0,<1H OCEAN --117.7,33.56,2.0,2112.0,305.0,703.0,261.0,6.9343,298500.0,<1H OCEAN --117.7,33.56,3.0,2443.0,637.0,1033.0,548.0,4.1379,183300.0,<1H OCEAN --117.7,33.57,4.0,3283.0,911.0,1512.0,782.0,3.3125,138500.0,<1H OCEAN --117.71,33.54,7.0,4907.0,577.0,1883.0,556.0,10.4415,453800.0,<1H OCEAN --117.71,33.54,15.0,2460.0,368.0,962.0,320.0,7.3878,318300.0,<1H OCEAN --117.71,33.58,2.0,2530.0,562.0,1066.0,510.0,4.6336,187500.0,<1H OCEAN --117.7,33.57,9.0,1204.0,355.0,469.0,293.0,3.6196,119900.0,<1H OCEAN --117.71,33.57,4.0,3289.0,753.0,1285.0,651.0,4.045,226000.0,<1H OCEAN --117.71,33.57,6.0,3673.0,881.0,1846.0,768.0,4.877,144300.0,<1H OCEAN --117.68,33.51,4.0,2428.0,401.0,959.0,386.0,6.2661,268500.0,<1H OCEAN --117.69,33.51,4.0,1223.0,275.0,505.0,244.0,4.6607,173000.0,<1H OCEAN --117.7,33.5,4.0,2351.0,445.0,834.0,397.0,5.5677,245400.0,<1H OCEAN --117.71,33.49,5.0,1680.0,254.0,617.0,231.0,8.583,397700.0,<1H OCEAN --117.7,33.5,4.0,7474.0,1037.0,2969.0,1007.0,8.7591,434700.0,<1H OCEAN --117.7,33.48,10.0,3458.0,638.0,1156.0,470.0,6.3579,336700.0,<1H OCEAN --117.7,33.48,6.0,16590.0,2696.0,6223.0,2357.0,6.3088,340300.0,<1H OCEAN --117.71,33.47,14.0,3894.0,672.0,1490.0,629.0,6.5206,368500.0,<1H OCEAN --117.74,33.46,9.0,6564.0,1316.0,1720.0,904.0,4.89,454100.0,<1H OCEAN --117.71,33.47,17.0,2681.0,454.0,830.0,410.0,5.5507,345700.0,<1H OCEAN --117.7,33.68,29.0,5650.0,1084.0,3985.0,1056.0,2.8192,162500.0,<1H OCEAN --117.76,33.71,14.0,4321.0,582.0,2025.0,578.0,8.3634,355100.0,<1H OCEAN --117.75,33.71,15.0,2849.0,537.0,878.0,520.0,3.2841,158300.0,<1H OCEAN --117.76,33.7,12.0,4025.0,574.0,2042.0,588.0,7.9125,344900.0,<1H OCEAN --117.77,33.71,15.0,2102.0,295.0,1060.0,303.0,7.3141,337100.0,<1H OCEAN --117.77,33.7,3.0,3636.0,749.0,1486.0,696.0,5.5464,207500.0,<1H OCEAN --117.77,33.7,4.0,2446.0,622.0,1315.0,560.0,3.7147,137500.0,<1H OCEAN --117.69,33.65,16.0,5805.0,852.0,2356.0,795.0,6.1062,274600.0,<1H OCEAN --117.71,33.65,16.0,3774.0,456.0,1587.0,430.0,8.6088,307400.0,<1H OCEAN --117.7,33.65,16.0,3388.0,492.0,1249.0,463.0,6.1863,355600.0,<1H OCEAN --117.71,33.64,14.0,2945.0,356.0,1293.0,335.0,8.111,308900.0,<1H OCEAN --117.71,33.63,16.0,1565.0,274.0,950.0,280.0,5.8399,220600.0,<1H OCEAN --117.71,33.63,16.0,2497.0,500.0,1357.0,456.0,4.5909,241800.0,<1H OCEAN --117.71,33.63,16.0,1641.0,354.0,945.0,318.0,3.4261,219700.0,<1H OCEAN --117.7,33.63,16.0,4428.0,745.0,1525.0,682.0,5.2325,286800.0,<1H OCEAN --117.72,33.64,16.0,1230.0,242.0,380.0,246.0,2.2969,67500.0,<1H OCEAN --117.7,33.62,19.0,2957.0,492.0,1639.0,495.0,5.0686,225600.0,<1H OCEAN --117.7,33.63,23.0,3038.0,473.0,1501.0,436.0,5.5584,241700.0,<1H OCEAN --117.71,33.62,22.0,2520.0,387.0,1338.0,391.0,5.8898,242800.0,<1H OCEAN --117.76,33.72,11.0,4508.0,618.0,1993.0,573.0,10.4498,386100.0,<1H OCEAN --117.76,33.72,14.0,3011.0,388.0,1359.0,371.0,7.9739,368700.0,<1H OCEAN --117.75,33.72,10.0,2464.0,347.0,1241.0,366.0,8.7603,362500.0,<1H OCEAN --117.76,33.72,15.0,941.0,266.0,366.0,248.0,4.3636,148400.0,<1H OCEAN --117.76,33.71,15.0,1010.0,350.0,470.0,342.0,3.2229,108300.0,<1H OCEAN --117.74,33.73,18.0,328.0,68.0,391.0,60.0,4.1167,87500.0,<1H OCEAN --117.69,33.66,11.0,2630.0,327.0,1256.0,352.0,8.2953,350500.0,<1H OCEAN --117.69,33.66,5.0,4246.0,689.0,1933.0,722.0,6.9501,225700.0,<1H OCEAN --117.67,33.67,5.0,10534.0,2035.0,4656.0,1863.0,5.7797,309200.0,<1H OCEAN --117.67,33.66,4.0,10175.0,2181.0,4762.0,1929.0,4.7341,237400.0,<1H OCEAN --117.68,33.65,6.0,10395.0,1915.0,4783.0,1811.0,5.928,239900.0,<1H OCEAN --117.64,33.68,4.0,5687.0,970.0,2677.0,938.0,6.5069,243400.0,<1H OCEAN --117.7,33.72,6.0,211.0,51.0,125.0,44.0,1.9659,500001.0,<1H OCEAN --117.69,33.65,15.0,5394.0,748.0,2383.0,706.0,7.5619,302000.0,<1H OCEAN --117.7,33.64,15.0,5743.0,773.0,2380.0,773.0,8.1926,326600.0,<1H OCEAN --117.69,33.63,23.0,1444.0,260.0,792.0,253.0,4.9079,273800.0,<1H OCEAN --117.69,33.64,18.0,3783.0,654.0,1843.0,623.0,5.7559,215800.0,<1H OCEAN --117.69,33.64,16.0,2592.0,372.0,1279.0,383.0,6.9741,262000.0,<1H OCEAN --117.82,33.71,9.0,5206.0,992.0,4660.0,978.0,2.885,162500.0,<1H OCEAN --117.82,33.72,24.0,3260.0,458.0,1383.0,442.0,6.5987,272800.0,<1H OCEAN --117.81,33.73,17.0,1063.0,189.0,363.0,183.0,2.1719,261300.0,<1H OCEAN --117.8,33.72,16.0,2617.0,506.0,1317.0,511.0,4.821,201400.0,<1H OCEAN --117.81,33.71,16.0,2666.0,387.0,1227.0,347.0,7.3769,302400.0,<1H OCEAN --117.82,33.72,24.0,3477.0,462.0,1593.0,484.0,6.8634,276500.0,<1H OCEAN --117.77,33.7,15.0,1392.0,267.0,681.0,263.0,5.4248,187200.0,<1H OCEAN --117.77,33.69,14.0,1413.0,372.0,744.0,338.0,3.7988,184100.0,<1H OCEAN --117.77,33.69,15.0,500.0,113.0,261.0,116.0,5.0631,154000.0,<1H OCEAN --117.77,33.69,16.0,1666.0,341.0,479.0,336.0,2.1406,55000.0,<1H OCEAN --117.78,33.69,16.0,4702.0,806.0,2529.0,814.0,5.1299,238900.0,<1H OCEAN --117.78,33.68,19.0,2500.0,331.0,1027.0,327.0,6.115,315600.0,<1H OCEAN --117.78,33.69,16.0,3400.0,501.0,1575.0,488.0,6.0961,295500.0,<1H OCEAN --117.8,33.69,16.0,2745.0,447.0,1429.0,411.0,6.8219,325500.0,<1H OCEAN --117.79,33.69,16.0,1532.0,240.0,679.0,248.0,5.7115,313900.0,<1H OCEAN --117.79,33.68,16.0,1998.0,308.0,818.0,299.0,6.8722,326100.0,<1H OCEAN --117.8,33.68,14.0,2635.0,516.0,1150.0,499.0,4.4391,306700.0,<1H OCEAN --117.8,33.69,14.0,1800.0,362.0,874.0,373.0,4.2083,251000.0,<1H OCEAN --117.8,33.69,15.0,2099.0,322.0,873.0,307.0,7.9887,328000.0,<1H OCEAN --117.8,33.68,5.0,623.0,146.0,396.0,136.0,3.631,225000.0,<1H OCEAN --117.8,33.68,8.0,2032.0,349.0,862.0,340.0,6.9133,274100.0,<1H OCEAN --117.81,33.67,8.0,2098.0,342.0,908.0,329.0,7.7589,342900.0,<1H OCEAN --117.81,33.67,8.0,2440.0,502.0,1113.0,483.0,4.6019,242500.0,<1H OCEAN --117.81,33.67,9.0,1567.0,299.0,675.0,294.0,5.2124,199600.0,<1H OCEAN --117.81,33.67,9.0,2435.0,396.0,1194.0,385.0,7.2025,275000.0,<1H OCEAN --117.81,33.67,9.0,3279.0,530.0,1447.0,510.0,7.4581,296600.0,<1H OCEAN --117.81,33.68,8.0,1964.0,413.0,913.0,406.0,5.1583,192200.0,<1H OCEAN --117.78,33.68,15.0,1834.0,330.0,841.0,309.0,6.0634,234300.0,<1H OCEAN --117.78,33.68,14.0,1750.0,336.0,852.0,300.0,4.6793,236800.0,<1H OCEAN --117.79,33.68,13.0,2636.0,416.0,1137.0,404.0,7.2118,311500.0,<1H OCEAN --117.78,33.68,11.0,1994.0,477.0,849.0,411.0,4.0187,235600.0,<1H OCEAN --117.79,33.68,9.0,1633.0,295.0,928.0,297.0,5.7858,265900.0,<1H OCEAN --117.79,33.68,10.0,2106.0,319.0,1002.0,332.0,8.735,375300.0,<1H OCEAN --117.8,33.67,5.0,2638.0,521.0,1179.0,480.0,5.7759,240000.0,<1H OCEAN --117.8,33.67,5.0,2487.0,388.0,1147.0,397.0,8.284,302500.0,<1H OCEAN --117.8,33.67,4.0,3345.0,552.0,1525.0,539.0,6.7962,329100.0,<1H OCEAN --117.81,33.69,5.0,1256.0,256.0,880.0,288.0,2.4233,450000.0,<1H OCEAN --117.81,33.68,4.0,1545.0,304.0,788.0,296.0,4.5469,500001.0,<1H OCEAN --117.82,33.68,4.0,1346.0,213.0,603.0,219.0,8.7974,360600.0,<1H OCEAN --117.82,33.68,3.0,3068.0,494.0,1357.0,486.0,7.9187,333600.0,<1H OCEAN --117.82,33.67,17.0,2895.0,439.0,1588.0,450.0,6.276,290700.0,<1H OCEAN --117.83,33.68,4.0,3226.0,838.0,1666.0,800.0,4.1652,184500.0,<1H OCEAN --117.82,33.68,3.0,7105.0,1459.0,3068.0,1241.0,6.1395,358000.0,<1H OCEAN --117.77,33.67,12.0,4329.0,1068.0,1913.0,978.0,4.5094,160200.0,<1H OCEAN --117.77,33.72,10.0,2815.0,431.0,1181.0,398.0,6.5743,278700.0,<1H OCEAN --117.77,33.72,9.0,2153.0,316.0,954.0,324.0,7.8139,304700.0,<1H OCEAN --117.77,33.71,13.0,1939.0,247.0,928.0,244.0,8.1111,379800.0,<1H OCEAN --117.77,33.71,5.0,4050.0,584.0,1986.0,598.0,7.5847,375700.0,<1H OCEAN --117.77,33.71,4.0,1646.0,321.0,859.0,300.0,5.5631,227800.0,<1H OCEAN --117.78,33.71,16.0,2207.0,291.0,1081.0,308.0,7.3518,331200.0,<1H OCEAN --117.78,33.71,4.0,974.0,232.0,428.0,203.0,4.6141,195400.0,<1H OCEAN --117.79,33.73,3.0,8240.0,1410.0,3318.0,1270.0,7.2074,291300.0,<1H OCEAN --117.78,33.7,16.0,1663.0,250.0,597.0,204.0,5.409,233900.0,<1H OCEAN --117.79,33.7,16.0,6259.0,1098.0,3785.0,1114.0,6.3298,247100.0,<1H OCEAN --117.79,33.71,16.0,3114.0,463.0,1641.0,469.0,6.2162,283200.0,<1H OCEAN --117.79,33.71,16.0,6339.0,862.0,3132.0,825.0,7.1069,313400.0,<1H OCEAN --117.79,33.7,6.0,1593.0,371.0,832.0,379.0,4.4286,239500.0,<1H OCEAN --117.8,33.7,5.0,1549.0,378.0,735.0,355.0,5.2923,194000.0,<1H OCEAN --117.79,33.7,16.0,1416.0,249.0,636.0,244.0,5.1741,227700.0,<1H OCEAN --117.79,33.69,15.0,1875.0,316.0,890.0,316.0,6.5783,244800.0,<1H OCEAN --117.79,33.69,16.0,3067.0,396.0,1275.0,372.0,8.7385,340000.0,<1H OCEAN --117.8,33.69,13.0,1161.0,289.0,630.0,296.0,3.3438,333300.0,<1H OCEAN --117.8,33.55,38.0,1757.0,464.0,821.0,426.0,4.1304,433300.0,<1H OCEAN --117.79,33.56,36.0,2057.0,329.0,658.0,309.0,7.866,500001.0,<1H OCEAN --117.81,33.56,24.0,6258.0,1003.0,1730.0,752.0,10.9601,500001.0,<1H OCEAN --117.8,33.55,35.0,2067.0,428.0,724.0,377.0,5.8371,500001.0,<1H OCEAN --117.77,33.6,33.0,247.0,80.0,167.0,70.0,3.7059,237500.0,<1H OCEAN --117.8,33.53,41.0,2017.0,489.0,783.0,403.0,4.1591,500001.0,<1H OCEAN --117.78,33.54,29.0,1421.0,462.0,520.0,339.0,2.2969,450000.0,<1H OCEAN --117.79,33.55,39.0,5066.0,1292.0,1915.0,1117.0,3.821,452100.0,<1H OCEAN --117.75,33.54,21.0,8711.0,1544.0,3173.0,1396.0,5.0907,378200.0,<1H OCEAN --117.77,33.51,29.0,3590.0,772.0,1070.0,603.0,4.4464,500001.0,<1H OCEAN --117.77,33.55,28.0,2024.0,297.0,617.0,274.0,6.7861,499100.0,<1H OCEAN --117.73,33.57,5.0,11976.0,2495.0,4327.0,2009.0,4.8488,194400.0,<1H OCEAN --117.86,33.67,16.0,20.0,5.0,15.0,5.0,3.875,450000.0,<1H OCEAN --117.82,33.67,15.0,1010.0,274.0,649.0,261.0,2.5197,350000.0,<1H OCEAN --117.83,33.67,17.0,2634.0,641.0,1454.0,560.0,3.7976,275000.0,<1H OCEAN --117.83,33.66,15.0,2355.0,438.0,747.0,450.0,6.5356,272800.0,<1H OCEAN --117.83,33.66,16.0,1574.0,385.0,515.0,363.0,5.3423,291700.0,<1H OCEAN --117.81,33.67,24.0,3930.0,661.0,1831.0,616.0,6.3767,269000.0,<1H OCEAN --117.8,33.66,16.0,2542.0,498.0,1022.0,494.0,4.0,223400.0,<1H OCEAN --117.81,33.66,16.0,1414.0,191.0,635.0,230.0,10.0757,383900.0,<1H OCEAN --117.81,33.66,20.0,2851.0,490.0,1192.0,463.0,5.8752,274200.0,<1H OCEAN --117.82,33.66,24.0,4227.0,641.0,1605.0,589.0,6.4238,278400.0,<1H OCEAN --117.84,33.64,11.0,6840.0,1689.0,6083.0,1629.0,2.4132,198300.0,<1H OCEAN --117.87,33.61,25.0,2267.0,359.0,866.0,348.0,7.79,500001.0,<1H OCEAN --117.86,33.61,15.0,3191.0,482.0,930.0,447.0,8.6001,500001.0,<1H OCEAN --117.88,33.55,27.0,2278.0,316.0,772.0,304.0,10.1275,500001.0,<1H OCEAN --117.84,33.6,21.0,4281.0,582.0,1443.0,576.0,9.0519,500001.0,<1H OCEAN --117.86,33.62,23.0,3166.0,411.0,1092.0,345.0,7.9367,500001.0,<1H OCEAN --117.86,33.62,17.0,2975.0,371.0,1247.0,398.0,10.1989,500001.0,<1H OCEAN --117.85,33.62,18.0,729.0,105.0,316.0,108.0,10.3893,500001.0,<1H OCEAN --117.85,33.61,14.0,4340.0,741.0,1505.0,670.0,7.5674,500001.0,<1H OCEAN --117.85,33.62,13.0,5192.0,658.0,1865.0,662.0,15.0001,500001.0,<1H OCEAN --117.86,33.63,17.0,3095.0,551.0,1175.0,534.0,5.3099,500001.0,<1H OCEAN --117.77,33.54,28.0,3404.0,497.0,1134.0,466.0,7.2217,500001.0,<1H OCEAN --117.76,33.54,28.0,2250.0,329.0,826.0,323.0,6.9257,466400.0,<1H OCEAN --117.77,33.54,47.0,3090.0,652.0,1105.0,582.0,4.1699,373700.0,<1H OCEAN --117.77,33.53,46.0,1033.0,223.0,462.0,224.0,3.2708,384700.0,<1H OCEAN --117.8,33.52,50.0,1152.0,341.0,519.0,225.0,3.053,500001.0,<1H OCEAN --117.76,33.53,28.0,3085.0,499.0,1176.0,480.0,7.9794,426100.0,<1H OCEAN --117.76,33.53,18.0,3224.0,561.0,1310.0,580.0,8.4614,391900.0,<1H OCEAN --117.76,33.53,24.0,2105.0,346.0,712.0,332.0,10.6349,500001.0,<1H OCEAN --117.77,33.53,32.0,3116.0,661.0,1105.0,543.0,5.1837,445600.0,<1H OCEAN --117.78,33.51,44.0,1833.0,331.0,515.0,268.0,6.6178,500001.0,<1H OCEAN --117.73,33.63,15.0,2874.0,592.0,1382.0,586.0,5.5137,161800.0,<1H OCEAN --117.74,33.62,16.0,4134.0,740.0,2103.0,745.0,5.6877,231400.0,<1H OCEAN --117.75,33.64,9.0,2499.0,492.0,1111.0,542.0,5.5342,182300.0,<1H OCEAN --117.72,33.62,21.0,2322.0,518.0,662.0,457.0,3.1679,110000.0,<1H OCEAN --117.72,33.62,19.0,1144.0,268.0,365.0,279.0,2.8583,105800.0,<1H OCEAN --117.71,33.61,25.0,3004.0,718.0,891.0,626.0,2.395,80300.0,<1H OCEAN --117.72,33.63,15.0,1362.0,255.0,378.0,202.0,1.9,162500.0,<1H OCEAN --117.72,33.62,19.0,5777.0,1261.0,1711.0,1225.0,2.7634,86900.0,<1H OCEAN --117.73,33.61,16.0,590.0,130.0,178.0,121.0,4.8611,186800.0,<1H OCEAN --117.74,33.62,16.0,1889.0,590.0,686.0,537.0,3.4706,241700.0,<1H OCEAN --117.74,33.61,16.0,2753.0,576.0,857.0,546.0,3.7422,229800.0,<1H OCEAN --117.74,33.61,17.0,2116.0,474.0,662.0,443.0,3.5625,180800.0,<1H OCEAN --117.75,33.61,17.0,2499.0,566.0,781.0,522.0,3.1779,186500.0,<1H OCEAN --117.75,33.6,5.0,4944.0,1164.0,1727.0,948.0,4.9,255600.0,<1H OCEAN --117.75,33.61,16.0,2270.0,488.0,709.0,489.0,3.2845,227600.0,<1H OCEAN --117.73,33.61,17.0,2612.0,582.0,832.0,564.0,2.6759,120600.0,<1H OCEAN --117.7,33.61,16.0,2371.0,725.0,1738.0,686.0,3.6484,322600.0,<1H OCEAN --117.7,33.6,26.0,2283.0,506.0,634.0,469.0,2.3774,74300.0,<1H OCEAN --117.71,33.6,8.0,3329.0,753.0,1312.0,629.0,3.5521,229800.0,<1H OCEAN --117.71,33.6,25.0,3011.0,714.0,893.0,654.0,2.3387,74800.0,<1H OCEAN --117.72,33.61,26.0,2033.0,463.0,618.0,450.0,2.5685,80400.0,<1H OCEAN --117.72,33.61,26.0,2653.0,621.0,774.0,584.0,2.49,81100.0,<1H OCEAN --117.71,33.61,26.0,3046.0,726.0,888.0,663.0,2.6848,74100.0,<1H OCEAN --117.71,33.61,26.0,2280.0,550.0,669.0,502.0,2.3438,72300.0,<1H OCEAN --117.71,33.6,25.0,1949.0,459.0,602.0,428.0,2.7601,72500.0,<1H OCEAN --117.7,33.6,26.0,1021.0,230.0,301.0,208.0,2.625,80600.0,<1H OCEAN --117.7,33.6,25.0,1321.0,295.0,396.0,278.0,3.1131,77100.0,<1H OCEAN --117.7,33.59,11.0,8039.0,1717.0,3445.0,1571.0,4.1678,190900.0,<1H OCEAN --117.84,33.66,5.0,665.0,171.0,384.0,171.0,4.5833,230400.0,<1H OCEAN --117.84,33.66,5.0,1688.0,430.0,857.0,402.0,3.7857,231600.0,<1H OCEAN --117.84,33.65,4.0,1649.0,456.0,1030.0,411.0,2.2262,225000.0,<1H OCEAN --117.83,33.66,4.0,1011.0,198.0,511.0,198.0,7.9217,296200.0,<1H OCEAN --117.83,33.65,9.0,638.0,266.0,426.0,234.0,3.7875,187500.0,<1H OCEAN --117.83,33.65,8.0,2149.0,426.0,950.0,399.0,4.1103,250400.0,<1H OCEAN --117.82,33.66,15.0,2460.0,447.0,1049.0,398.0,6.4967,387500.0,<1H OCEAN --117.81,33.63,17.0,4477.0,610.0,1798.0,612.0,8.1093,410400.0,<1H OCEAN --117.82,33.65,18.0,2105.0,302.0,830.0,286.0,6.3822,362500.0,<1H OCEAN --117.8,33.63,8.0,32.0,9.0,26.0,11.0,4.1944,270800.0,<1H OCEAN --117.8,33.64,8.0,4447.0,713.0,1680.0,705.0,8.8693,450400.0,<1H OCEAN --117.8,33.63,15.0,3236.0,451.0,1289.0,416.0,11.1121,493000.0,<1H OCEAN --117.82,33.64,18.0,1974.0,260.0,808.0,278.0,9.8589,500001.0,<1H OCEAN --117.81,33.64,16.0,2404.0,349.0,868.0,329.0,11.0138,442100.0,<1H OCEAN --117.81,33.64,4.0,1741.0,225.0,811.0,233.0,12.3411,500001.0,<1H OCEAN --117.88,33.6,31.0,5488.0,1055.0,1938.0,964.0,8.8742,500001.0,<1H OCEAN --117.87,33.6,20.0,3212.0,572.0,1064.0,526.0,6.6155,500001.0,<1H OCEAN --117.87,33.6,35.0,1598.0,398.0,782.0,411.0,5.1155,500000.0,<1H OCEAN --117.87,33.59,44.0,2499.0,396.0,910.0,374.0,6.6544,500001.0,<1H OCEAN --117.87,33.6,33.0,3120.0,602.0,1155.0,553.0,5.2949,500001.0,<1H OCEAN --117.86,33.6,30.0,1891.0,364.0,635.0,314.0,6.6265,500001.0,<1H OCEAN --117.87,33.6,34.0,3415.0,779.0,1275.0,718.0,4.498,482900.0,<1H OCEAN --117.89,33.6,36.0,1496.0,247.0,441.0,203.0,7.8164,500001.0,<1H OCEAN --117.9,33.61,41.0,1521.0,328.0,527.0,275.0,4.0764,500001.0,<1H OCEAN --117.91,33.61,40.0,2790.0,531.0,952.0,424.0,4.8,500001.0,<1H OCEAN --117.91,33.6,37.0,2088.0,510.0,673.0,390.0,5.1048,500001.0,<1H OCEAN --117.92,33.57,37.0,3355.0,492.0,921.0,366.0,7.2988,500001.0,NEAR OCEAN --117.9,33.6,25.0,2465.0,585.0,906.0,472.0,3.6538,500001.0,<1H OCEAN --117.92,33.61,23.0,1808.0,408.0,539.0,300.0,3.5682,500001.0,<1H OCEAN --117.91,33.61,38.0,1232.0,178.0,410.0,171.0,11.075,500001.0,<1H OCEAN --117.92,33.61,37.0,1244.0,173.0,394.0,154.0,10.3682,500001.0,<1H OCEAN --117.92,33.61,36.0,1025.0,150.0,316.0,126.0,10.3048,500001.0,<1H OCEAN --117.91,33.61,36.0,3082.0,455.0,771.0,365.0,11.216,500001.0,<1H OCEAN --117.88,33.63,21.0,9565.0,2289.0,3162.0,1831.0,4.7024,345400.0,<1H OCEAN --117.89,33.62,24.0,1016.0,238.0,465.0,236.0,3.0625,93800.0,<1H OCEAN --117.88,33.64,16.0,3615.0,570.0,1209.0,559.0,8.5574,392200.0,<1H OCEAN --117.9,33.61,19.0,2897.0,413.0,860.0,367.0,13.1738,500001.0,<1H OCEAN --117.89,33.61,16.0,2413.0,559.0,656.0,423.0,6.3017,350000.0,<1H OCEAN --117.89,33.61,41.0,1790.0,361.0,540.0,284.0,6.0247,500001.0,<1H OCEAN --117.89,33.61,42.0,1301.0,280.0,539.0,249.0,5.0,500001.0,<1H OCEAN --117.89,33.61,44.0,2126.0,423.0,745.0,332.0,5.1923,500001.0,<1H OCEAN --117.89,33.6,40.0,1639.0,352.0,498.0,278.0,5.6336,500001.0,<1H OCEAN --117.89,33.61,45.0,1883.0,419.0,653.0,328.0,4.2222,500001.0,<1H OCEAN --117.9,33.61,44.0,1469.0,312.0,507.0,266.0,3.4937,500001.0,<1H OCEAN --117.87,33.64,26.0,3521.0,455.0,1336.0,451.0,10.2849,500001.0,<1H OCEAN --117.86,33.65,4.0,3618.0,767.0,1326.0,714.0,5.4284,500001.0,<1H OCEAN --117.87,33.63,9.0,6163.0,1004.0,1912.0,903.0,10.8289,500001.0,<1H OCEAN --117.87,33.62,15.0,2209.0,275.0,735.0,274.0,15.0001,500001.0,<1H OCEAN --117.87,33.62,8.0,1266.0,,375.0,183.0,9.802,500001.0,<1H OCEAN --117.88,33.65,24.0,4879.0,756.0,1777.0,754.0,5.9055,477300.0,<1H OCEAN --117.9,33.63,26.0,4486.0,554.0,1598.0,549.0,10.1454,500001.0,<1H OCEAN --117.91,33.63,20.0,3442.0,1526.0,1427.0,977.0,3.1985,106300.0,<1H OCEAN --117.9,33.63,32.0,3556.0,521.0,1381.0,537.0,6.1426,450700.0,<1H OCEAN --117.9,33.63,26.0,1632.0,376.0,598.0,375.0,3.2125,455000.0,<1H OCEAN --117.9,33.63,28.0,2370.0,352.0,832.0,347.0,7.1148,500001.0,<1H OCEAN --117.88,33.66,26.0,6017.0,1244.0,2673.0,1135.0,3.5426,295400.0,<1H OCEAN --117.89,33.66,33.0,3595.0,785.0,1621.0,732.0,4.1372,265200.0,<1H OCEAN --117.9,33.66,13.0,1642.0,423.0,841.0,368.0,3.6042,226000.0,<1H OCEAN --117.9,33.65,24.0,4496.0,877.0,1928.0,855.0,4.6808,245500.0,<1H OCEAN --117.89,33.66,32.0,2736.0,550.0,1279.0,534.0,5.5422,253100.0,<1H OCEAN --117.9,33.65,27.0,3310.0,598.0,1402.0,563.0,6.632,441100.0,<1H OCEAN --117.9,33.64,28.0,2466.0,507.0,1081.0,465.0,3.9375,339800.0,<1H OCEAN --117.9,33.65,28.0,2043.0,430.0,1108.0,452.0,5.2549,261800.0,<1H OCEAN --117.9,33.65,30.0,2196.0,486.0,1131.0,460.0,4.4135,272300.0,<1H OCEAN --117.91,33.65,24.0,885.0,321.0,590.0,254.0,2.625,217900.0,<1H OCEAN --117.9,33.65,30.0,1634.0,373.0,771.0,364.0,3.4125,284100.0,<1H OCEAN --117.91,33.65,17.0,1328.0,377.0,762.0,344.0,2.2222,276800.0,<1H OCEAN --117.91,33.64,37.0,1998.0,472.0,1030.0,436.0,3.9306,268400.0,<1H OCEAN --117.9,33.64,36.0,2017.0,357.0,850.0,348.0,5.0532,310900.0,<1H OCEAN --117.91,33.64,29.0,1652.0,310.0,832.0,326.0,4.8098,325400.0,<1H OCEAN --117.91,33.64,40.0,1958.0,333.0,876.0,364.0,3.6406,326100.0,<1H OCEAN --117.91,33.63,32.0,1901.0,400.0,946.0,418.0,2.7264,311100.0,<1H OCEAN --117.92,33.63,34.0,2479.0,491.0,1131.0,490.0,4.9643,317900.0,<1H OCEAN --117.91,33.63,30.0,2071.0,412.0,1081.0,412.0,4.9125,335700.0,<1H OCEAN --117.92,33.64,25.0,2224.0,580.0,985.0,516.0,3.1305,268800.0,<1H OCEAN --117.91,33.64,38.0,2222.0,542.0,1067.0,512.0,2.8553,307600.0,<1H OCEAN --117.92,33.63,24.0,1562.0,441.0,696.0,347.0,3.5161,236400.0,<1H OCEAN --117.91,33.63,32.0,1122.0,233.0,557.0,223.0,3.5388,407000.0,<1H OCEAN --117.92,33.62,37.0,2038.0,379.0,837.0,381.0,5.2416,471300.0,<1H OCEAN --117.92,33.63,39.0,1469.0,226.0,553.0,225.0,7.8496,490800.0,<1H OCEAN --117.92,33.62,35.0,1821.0,335.0,727.0,316.0,6.5842,458500.0,<1H OCEAN --117.91,33.61,27.0,1797.0,343.0,435.0,203.0,5.9196,500001.0,<1H OCEAN --117.91,33.62,32.0,1997.0,427.0,944.0,426.0,4.4063,500001.0,<1H OCEAN --117.91,33.62,35.0,2426.0,359.0,937.0,387.0,9.2175,500001.0,<1H OCEAN --117.92,33.61,18.0,1538.0,425.0,425.0,288.0,5.3369,312500.0,<1H OCEAN --117.93,33.62,33.0,1890.0,416.0,859.0,329.0,4.5658,500001.0,<1H OCEAN --117.93,33.62,34.0,2125.0,498.0,1052.0,468.0,5.6315,484600.0,<1H OCEAN --117.94,33.62,28.0,1765.0,390.0,832.0,349.0,6.5928,439100.0,<1H OCEAN --117.95,33.63,29.0,1496.0,282.0,463.0,215.0,6.0516,500001.0,<1H OCEAN --117.96,33.6,34.0,959.0,230.0,384.0,197.0,5.2333,471400.0,NEAR OCEAN --117.93,33.61,27.0,1806.0,465.0,791.0,358.0,3.8125,366700.0,<1H OCEAN --117.93,33.62,37.0,2204.0,428.0,807.0,410.0,7.0516,500001.0,<1H OCEAN --117.94,33.62,25.0,1188.0,264.0,569.0,249.0,3.6607,500001.0,<1H OCEAN --117.94,33.65,20.0,5476.0,1073.0,2327.0,963.0,5.6637,222100.0,<1H OCEAN --117.93,33.65,35.0,2133.0,413.0,1473.0,402.0,4.4211,215200.0,<1H OCEAN --117.93,33.64,31.0,1291.0,356.0,1252.0,373.0,2.7143,185400.0,<1H OCEAN --117.94,33.64,18.0,1867.0,426.0,871.0,399.0,2.6221,272000.0,<1H OCEAN --117.93,33.64,24.0,1395.0,396.0,1478.0,404.0,2.5301,192900.0,<1H OCEAN --117.92,33.64,24.0,2539.0,695.0,1623.0,611.0,3.0708,188700.0,<1H OCEAN --117.94,33.64,24.0,1097.0,307.0,470.0,333.0,1.6389,225000.0,<1H OCEAN --117.93,33.64,15.0,1707.0,514.0,1335.0,434.0,2.7543,177800.0,<1H OCEAN --117.95,33.63,27.0,2489.0,481.0,1082.0,443.0,5.8777,358800.0,<1H OCEAN --117.95,33.63,27.0,891.0,183.0,513.0,171.0,6.0,381500.0,<1H OCEAN --117.93,33.63,10.0,2766.0,732.0,1332.0,646.0,4.6161,226300.0,<1H OCEAN --117.95,33.63,17.0,6745.0,1547.0,2688.0,1535.0,3.9917,271600.0,<1H OCEAN --117.91,33.65,19.0,1589.0,421.0,1118.0,394.0,4.1029,213400.0,<1H OCEAN --117.92,33.64,5.0,949.0,287.0,497.0,244.0,2.75,225000.0,<1H OCEAN --117.92,33.65,15.0,1309.0,477.0,1330.0,424.0,3.4417,182500.0,<1H OCEAN --117.93,33.65,29.0,1253.0,375.0,1198.0,362.0,3.5179,225000.0,<1H OCEAN --117.91,33.65,24.0,1494.0,494.0,814.0,459.0,2.1074,181300.0,<1H OCEAN --117.92,33.65,28.0,1087.0,423.0,807.0,425.0,0.9702,225400.0,<1H OCEAN --117.92,33.65,25.0,1679.0,470.0,1314.0,473.0,4.1026,211500.0,<1H OCEAN --117.92,33.65,20.0,1391.0,393.0,856.0,360.0,3.184,220000.0,<1H OCEAN --117.93,33.65,27.0,1283.0,406.0,1063.0,376.0,2.75,275000.0,<1H OCEAN --117.92,33.68,28.0,3397.0,597.0,1397.0,560.0,4.8125,244600.0,<1H OCEAN --117.93,33.67,27.0,3512.0,472.0,1391.0,481.0,8.1001,336500.0,<1H OCEAN --117.94,33.67,26.0,2552.0,314.0,925.0,323.0,8.1839,367000.0,<1H OCEAN --117.94,33.66,16.0,2095.0,450.0,963.0,411.0,5.5,224100.0,<1H OCEAN --117.94,33.65,15.0,2016.0,443.0,1015.0,419.0,5.2732,209700.0,<1H OCEAN --117.93,33.65,34.0,2141.0,425.0,1559.0,429.0,4.2036,220100.0,<1H OCEAN --117.93,33.69,19.0,2602.0,439.0,1156.0,424.0,5.01,263800.0,<1H OCEAN --117.93,33.69,26.0,2822.0,473.0,1258.0,469.0,6.4441,261000.0,<1H OCEAN --117.92,33.68,25.0,2017.0,454.0,1024.0,428.0,4.4732,245600.0,<1H OCEAN --117.93,33.68,33.0,2664.0,432.0,1197.0,429.0,5.069,264200.0,<1H OCEAN --117.94,33.68,26.0,4183.0,539.0,1504.0,520.0,7.4056,374200.0,<1H OCEAN --117.92,33.67,14.0,6224.0,1679.0,3148.0,1589.0,4.2071,430900.0,<1H OCEAN --117.93,33.66,18.0,2043.0,250.0,702.0,246.0,9.6062,414700.0,<1H OCEAN --117.93,33.65,26.0,5831.0,1546.0,4738.0,1477.0,3.1483,213000.0,<1H OCEAN --117.91,33.69,30.0,2704.0,426.0,1289.0,423.0,5.2815,229500.0,<1H OCEAN --117.91,33.67,16.0,7961.0,2276.0,5014.0,2116.0,3.512,218400.0,<1H OCEAN --117.9,33.68,25.0,7060.0,1159.0,3903.0,1139.0,4.8359,249200.0,<1H OCEAN --117.9,33.67,26.0,2507.0,393.0,1333.0,392.0,6.1601,266100.0,<1H OCEAN --117.89,33.68,26.0,2905.0,504.0,1452.0,491.0,5.0853,260300.0,<1H OCEAN --117.9,33.67,25.0,639.0,98.0,311.0,93.0,6.6833,275900.0,<1H OCEAN --117.91,33.67,32.0,3058.0,562.0,1475.0,569.0,4.4625,253500.0,<1H OCEAN --117.91,33.66,26.0,5761.0,1326.0,2681.0,1116.0,4.0341,243300.0,<1H OCEAN --117.91,33.65,14.0,2598.0,759.0,1584.0,703.0,4.0417,180900.0,<1H OCEAN --117.91,33.66,21.0,1708.0,505.0,1099.0,434.0,3.225,193800.0,<1H OCEAN --117.9,33.66,22.0,3568.0,938.0,1952.0,938.0,3.1667,161000.0,<1H OCEAN --117.9,33.66,4.0,456.0,91.0,623.0,84.0,6.6369,192600.0,<1H OCEAN --117.9,33.69,13.0,9947.0,1675.0,4071.0,1582.0,5.422,316600.0,<1H OCEAN --117.87,33.69,4.0,2337.0,768.0,983.0,655.0,3.7174,275000.0,<1H OCEAN --117.89,33.68,8.0,5278.0,1575.0,2389.0,1371.0,3.3409,181300.0,<1H OCEAN --117.88,33.69,20.0,5330.0,976.0,2734.0,1000.0,5.2138,233100.0,<1H OCEAN --117.86,33.71,21.0,1795.0,406.0,2246.0,400.0,3.152,152800.0,<1H OCEAN --117.86,33.71,36.0,191.0,42.0,208.0,37.0,3.375,157500.0,<1H OCEAN --117.87,33.71,16.0,3397.0,686.0,1924.0,621.0,4.9148,155500.0,<1H OCEAN --117.87,33.71,13.0,1087.0,340.0,817.0,342.0,3.5326,262500.0,<1H OCEAN --117.87,33.7,17.0,3216.0,607.0,1916.0,618.0,4.9153,266400.0,<1H OCEAN --117.87,33.7,21.0,3648.0,654.0,2266.0,628.0,5.0956,246000.0,<1H OCEAN --117.88,33.71,27.0,1596.0,297.0,1703.0,289.0,4.1,184900.0,<1H OCEAN --117.88,33.71,30.0,1739.0,359.0,1914.0,369.0,3.5551,185200.0,<1H OCEAN --117.88,33.71,20.0,1738.0,509.0,1403.0,411.0,3.1742,245000.0,<1H OCEAN --117.88,33.7,18.0,2135.0,373.0,1464.0,405.0,5.4836,225800.0,<1H OCEAN --117.88,33.7,17.0,5122.0,1544.0,2966.0,1339.0,3.4835,116700.0,<1H OCEAN --117.88,33.7,24.0,534.0,88.0,249.0,74.0,5.3254,240500.0,<1H OCEAN --117.88,33.7,16.0,1505.0,358.0,835.0,339.0,3.8029,205400.0,<1H OCEAN --117.9,33.72,36.0,443.0,117.0,577.0,115.0,3.6875,137500.0,<1H OCEAN --117.91,33.72,32.0,2436.0,504.0,2839.0,516.0,4.5607,182100.0,<1H OCEAN --117.9,33.72,33.0,2613.0,562.0,3150.0,543.0,4.3899,180700.0,<1H OCEAN --117.9,33.73,31.0,1171.0,306.0,1690.0,301.0,3.2639,155200.0,<1H OCEAN --117.89,33.72,25.0,4343.0,847.0,3872.0,850.0,4.65,197800.0,<1H OCEAN --117.89,33.72,23.0,2305.0,538.0,2493.0,502.0,3.6618,183500.0,<1H OCEAN --117.88,33.73,32.0,1947.0,355.0,1786.0,332.0,4.5726,177500.0,<1H OCEAN --117.88,33.72,38.0,1421.0,300.0,1236.0,263.0,3.9844,165300.0,<1H OCEAN --117.88,33.72,36.0,1910.0,352.0,1593.0,329.0,3.89,170000.0,<1H OCEAN --117.9,33.71,16.0,4208.0,630.0,2592.0,662.0,6.1966,260500.0,<1H OCEAN --117.89,33.71,23.0,1422.0,260.0,1092.0,263.0,4.7422,202400.0,<1H OCEAN --117.89,33.71,24.0,4365.0,804.0,2663.0,753.0,4.5814,233300.0,<1H OCEAN --117.9,33.71,16.0,1917.0,317.0,1324.0,351.0,6.2488,252000.0,<1H OCEAN --117.89,33.71,16.0,1591.0,225.0,926.0,239.0,6.2452,266300.0,<1H OCEAN --117.9,33.71,15.0,539.0,71.0,287.0,66.0,6.3427,305200.0,<1H OCEAN --117.92,33.7,15.0,3201.0,,1510.0,622.0,4.2708,161700.0,<1H OCEAN --117.91,33.71,16.0,3113.0,783.0,1719.0,715.0,3.6505,145700.0,<1H OCEAN --117.89,33.7,13.0,1857.0,572.0,838.0,525.0,3.2386,129200.0,<1H OCEAN --117.9,33.7,12.0,4695.0,1110.0,2153.0,989.0,4.6483,190800.0,<1H OCEAN --117.9,33.7,15.0,2289.0,686.0,982.0,634.0,4.5757,162500.0,<1H OCEAN --117.86,33.73,31.0,1115.0,268.0,1369.0,259.0,3.5694,150500.0,<1H OCEAN --117.86,33.72,31.0,1194.0,297.0,1602.0,306.0,2.3333,157700.0,<1H OCEAN --117.87,33.72,39.0,3167.0,669.0,2789.0,619.0,3.5902,165900.0,<1H OCEAN --117.87,33.72,37.0,2216.0,497.0,2445.0,506.0,3.8421,174000.0,<1H OCEAN --117.86,33.72,37.0,1429.0,428.0,2089.0,399.0,3.413,150600.0,<1H OCEAN --117.86,33.72,32.0,1461.0,340.0,1909.0,346.0,3.5511,159100.0,<1H OCEAN --117.85,33.73,28.0,1499.0,574.0,3328.0,595.0,2.4539,115000.0,<1H OCEAN --117.84,33.73,20.0,2572.0,732.0,1534.0,669.0,2.4211,175000.0,<1H OCEAN --117.84,33.74,22.0,6072.0,1802.0,4715.0,1666.0,3.1353,121400.0,<1H OCEAN --117.84,33.74,24.0,1752.0,407.0,910.0,427.0,3.3611,134600.0,<1H OCEAN --117.84,33.74,25.0,1818.0,577.0,1426.0,532.0,3.2104,112500.0,<1H OCEAN --117.83,33.74,23.0,1818.0,522.0,958.0,485.0,2.6771,131500.0,<1H OCEAN --117.86,33.75,5.0,187.0,49.0,207.0,51.0,1.8,154200.0,<1H OCEAN --117.86,33.75,31.0,1761.0,515.0,1810.0,468.0,1.9309,173400.0,<1H OCEAN --117.86,33.75,6.0,1565.0,599.0,3157.0,629.0,2.9271,123200.0,<1H OCEAN --117.86,33.76,15.0,851.0,297.0,1326.0,254.0,2.8289,117500.0,<1H OCEAN --117.85,33.74,19.0,1248.0,357.0,1214.0,328.0,2.7059,159800.0,<1H OCEAN --117.85,33.75,27.0,2311.0,632.0,2936.0,609.0,2.5651,171400.0,<1H OCEAN --117.86,33.74,9.0,525.0,171.0,1257.0,165.0,3.375,165300.0,<1H OCEAN --117.86,33.74,32.0,691.0,151.0,926.0,148.0,4.125,175900.0,<1H OCEAN --117.85,33.74,26.0,2589.0,1003.0,5756.0,983.0,2.1992,170800.0,<1H OCEAN --117.86,33.73,23.0,407.0,108.0,647.0,96.0,3.775,177400.0,<1H OCEAN --117.86,33.73,30.0,2651.0,572.0,3249.0,552.0,3.7202,182100.0,<1H OCEAN --117.86,33.73,26.0,1702.0,456.0,2776.0,463.0,2.6385,180200.0,<1H OCEAN --117.87,33.74,31.0,2338.0,652.0,3289.0,631.0,2.6734,158500.0,<1H OCEAN --117.87,33.73,45.0,2264.0,,1970.0,499.0,3.4193,177000.0,<1H OCEAN --117.87,33.74,52.0,2411.0,526.0,2165.0,521.0,3.415,172500.0,<1H OCEAN --117.86,33.74,38.0,2415.0,642.0,3242.0,599.0,3.425,165600.0,<1H OCEAN --117.86,33.73,38.0,2284.0,511.0,2451.0,504.0,3.3125,159100.0,<1H OCEAN --117.86,33.74,34.0,2254.0,630.0,2984.0,625.0,2.5,162500.0,<1H OCEAN --117.89,33.73,33.0,1308.0,375.0,2175.0,347.0,3.0824,177400.0,<1H OCEAN --117.9,33.73,32.0,2930.0,833.0,5116.0,854.0,3.7147,164100.0,<1H OCEAN --117.9,33.73,30.0,746.0,172.0,1048.0,163.0,4.1,166400.0,<1H OCEAN --117.88,33.73,33.0,2291.0,594.0,3232.0,589.0,3.2037,163500.0,<1H OCEAN --117.88,33.73,36.0,2471.0,498.0,2594.0,475.0,3.75,170500.0,<1H OCEAN --117.89,33.75,31.0,1205.0,280.0,1476.0,301.0,4.0231,139200.0,<1H OCEAN --117.89,33.74,32.0,1562.0,365.0,2145.0,347.0,2.9167,158400.0,<1H OCEAN --117.89,33.74,34.0,1759.0,353.0,2083.0,330.0,3.2292,160600.0,<1H OCEAN --117.9,33.75,28.0,1346.0,291.0,1575.0,278.0,3.425,159500.0,<1H OCEAN --117.9,33.74,19.0,1566.0,379.0,1032.0,330.0,2.2105,180400.0,<1H OCEAN --117.9,33.74,18.0,1884.0,442.0,1915.0,442.0,2.3783,166700.0,<1H OCEAN --117.91,33.74,25.0,4273.0,965.0,2946.0,922.0,2.9926,183200.0,<1H OCEAN --117.91,33.73,26.0,2413.0,512.0,2867.0,509.0,4.7639,179900.0,<1H OCEAN --117.9,33.73,26.0,1324.0,314.0,1804.0,311.0,3.9659,178500.0,<1H OCEAN --117.9,33.74,24.0,2932.0,955.0,5516.0,911.0,2.7535,111000.0,<1H OCEAN --117.9,33.74,25.0,808.0,163.0,1066.0,189.0,4.7679,173100.0,<1H OCEAN --117.9,33.74,24.0,1435.0,494.0,3171.0,504.0,3.0833,151700.0,<1H OCEAN --117.89,33.74,32.0,660.0,145.0,959.0,113.0,3.75,159000.0,<1H OCEAN --117.89,33.74,33.0,619.0,139.0,1217.0,146.0,4.6875,154400.0,<1H OCEAN --117.89,33.73,32.0,728.0,134.0,837.0,135.0,4.0769,163900.0,<1H OCEAN --117.88,33.75,10.0,1823.0,590.0,2176.0,548.0,1.5026,151800.0,<1H OCEAN --117.88,33.74,29.0,720.0,174.0,1045.0,181.0,3.1964,151900.0,<1H OCEAN --117.88,33.74,16.0,1444.0,446.0,2329.0,441.0,3.1691,159400.0,<1H OCEAN --117.88,33.74,31.0,1120.0,296.0,1718.0,268.0,2.8077,140300.0,<1H OCEAN --117.87,33.74,16.0,1243.0,365.0,1925.0,376.0,2.7632,158900.0,<1H OCEAN --117.88,33.74,19.0,2261.0,642.0,3545.0,635.0,2.5224,148500.0,<1H OCEAN --117.88,33.74,25.0,1799.0,557.0,3416.0,538.0,3.0083,163500.0,<1H OCEAN --117.87,33.76,6.0,2992.0,1194.0,3800.0,1130.0,2.246,183300.0,<1H OCEAN --117.87,33.75,14.0,5526.0,1916.0,6799.0,1796.0,2.6561,144400.0,<1H OCEAN --117.87,33.75,18.0,697.0,255.0,812.0,221.0,2.6635,162500.0,<1H OCEAN --117.86,33.75,39.0,275.0,87.0,554.0,103.0,3.5972,158000.0,<1H OCEAN --117.86,33.75,13.0,1632.0,598.0,3356.0,659.0,1.5054,137500.0,<1H OCEAN --117.87,33.75,12.0,2782.0,1077.0,1968.0,795.0,0.971,102500.0,<1H OCEAN --117.87,33.75,26.0,411.0,114.0,448.0,95.0,1.7019,350000.0,<1H OCEAN --117.88,33.76,37.0,2988.0,677.0,2354.0,666.0,3.4345,235500.0,<1H OCEAN --117.88,33.76,17.0,1768.0,474.0,1079.0,436.0,1.7823,205300.0,<1H OCEAN --117.88,33.75,50.0,1344.0,228.0,747.0,234.0,4.5125,195400.0,<1H OCEAN --117.88,33.75,34.0,3004.0,673.0,5477.0,640.0,2.8342,187200.0,<1H OCEAN --117.9,33.76,26.0,2678.0,702.0,3262.0,685.0,3.6953,176800.0,<1H OCEAN --117.9,33.75,32.0,1893.0,431.0,2245.0,426.0,3.7143,163000.0,<1H OCEAN --117.89,33.76,36.0,2656.0,572.0,2370.0,571.0,3.8056,177200.0,<1H OCEAN --117.89,33.75,34.0,2753.0,654.0,3117.0,631.0,3.1713,170100.0,<1H OCEAN --117.88,33.78,26.0,1813.0,421.0,1235.0,343.0,3.5972,187500.0,<1H OCEAN --117.88,33.77,31.0,2549.0,355.0,1044.0,362.0,6.9737,288800.0,<1H OCEAN --117.88,33.78,26.0,3141.0,670.0,1572.0,724.0,3.3472,237400.0,<1H OCEAN --117.89,33.77,32.0,2342.0,570.0,1445.0,453.0,4.1951,195000.0,<1H OCEAN --117.89,33.77,35.0,1799.0,343.0,1239.0,368.0,3.9219,189600.0,<1H OCEAN --117.89,33.76,34.0,1050.0,210.0,723.0,201.0,4.8,192700.0,<1H OCEAN --117.87,33.77,52.0,2512.0,356.0,978.0,365.0,8.0784,320300.0,<1H OCEAN --117.87,33.76,37.0,4943.0,851.0,2164.0,788.0,4.1071,311300.0,<1H OCEAN --117.86,33.77,39.0,4159.0,655.0,1669.0,651.0,4.6111,240300.0,<1H OCEAN --117.86,33.76,34.0,3153.0,561.0,1679.0,532.0,4.7083,205300.0,<1H OCEAN --117.84,33.76,14.0,1458.0,423.0,615.0,365.0,4.2798,218800.0,<1H OCEAN --117.85,33.76,26.0,2312.0,525.0,1273.0,437.0,2.8828,204700.0,<1H OCEAN --117.84,33.76,16.0,238.0,51.0,93.0,50.0,5.375,215700.0,<1H OCEAN --117.84,33.76,22.0,378.0,78.0,196.0,81.0,3.6806,219400.0,<1H OCEAN --117.84,33.75,16.0,4367.0,1161.0,2164.0,1005.0,4.0214,139500.0,<1H OCEAN --117.85,33.76,33.0,1866.0,327.0,1053.0,371.0,4.5461,213800.0,<1H OCEAN --117.84,33.77,14.0,4412.0,952.0,1656.0,874.0,4.3292,206500.0,<1H OCEAN --117.85,33.77,23.0,5928.0,1204.0,3570.0,1150.0,4.0398,233100.0,<1H OCEAN --117.84,33.77,26.0,3350.0,581.0,1314.0,550.0,3.5195,249100.0,<1H OCEAN --117.84,33.76,26.0,2110.0,409.0,1146.0,407.0,4.3698,229600.0,<1H OCEAN --117.83,33.75,22.0,6433.0,1174.0,2703.0,1125.0,4.9957,296400.0,<1H OCEAN --117.82,33.75,30.0,2910.0,535.0,1270.0,489.0,4.6161,236500.0,<1H OCEAN --117.82,33.75,24.0,893.0,209.0,342.0,197.0,2.8261,146500.0,<1H OCEAN --117.82,33.74,25.0,2720.0,680.0,1559.0,631.0,3.0958,137800.0,<1H OCEAN --117.83,33.75,34.0,2660.0,601.0,1475.0,567.0,3.4152,210200.0,<1H OCEAN --117.81,33.75,23.0,3498.0,636.0,1574.0,642.0,5.021,252200.0,<1H OCEAN --117.8,33.74,30.0,3569.0,551.0,1540.0,537.0,5.2998,247200.0,<1H OCEAN --117.81,33.73,19.0,5471.0,1345.0,2828.0,1247.0,3.5719,252800.0,<1H OCEAN --117.81,33.74,24.0,2696.0,649.0,1908.0,626.0,3.3047,216900.0,<1H OCEAN --117.81,33.73,19.0,4022.0,975.0,2334.0,954.0,3.0305,140600.0,<1H OCEAN --117.81,33.73,23.0,3056.0,556.0,1508.0,555.0,4.7273,234200.0,<1H OCEAN --117.82,33.73,23.0,2542.0,772.0,1720.0,675.0,3.8703,137000.0,<1H OCEAN --117.82,33.73,24.0,845.0,190.0,482.0,190.0,4.7039,225000.0,<1H OCEAN --117.82,33.73,27.0,1270.0,258.0,809.0,264.0,5.0162,223000.0,<1H OCEAN --117.83,33.74,23.0,6114.0,1623.0,4088.0,1521.0,3.0382,183600.0,<1H OCEAN --117.83,33.73,20.0,5768.0,1597.0,4853.0,1465.0,3.5387,160400.0,<1H OCEAN --117.8,33.76,27.0,2655.0,345.0,1017.0,335.0,6.9014,366800.0,<1H OCEAN --117.79,33.76,25.0,2037.0,252.0,796.0,249.0,11.0546,487200.0,<1H OCEAN --117.79,33.75,26.0,2893.0,345.0,983.0,326.0,13.466,500001.0,<1H OCEAN --117.79,33.75,26.0,2955.0,377.0,1074.0,373.0,9.3845,500001.0,<1H OCEAN --117.8,33.75,29.0,3058.0,488.0,1197.0,474.0,5.3903,286600.0,<1H OCEAN --117.8,33.74,33.0,2890.0,453.0,1300.0,452.0,6.5616,290200.0,<1H OCEAN --117.81,33.75,25.0,2365.0,471.0,1197.0,458.0,3.7031,227800.0,<1H OCEAN --117.79,33.77,23.0,3596.0,451.0,1292.0,458.0,8.5403,451300.0,<1H OCEAN --117.79,33.77,21.0,4349.0,553.0,1680.0,519.0,6.9014,439000.0,<1H OCEAN --117.78,33.76,25.0,2260.0,261.0,719.0,254.0,11.4537,500001.0,<1H OCEAN --117.78,33.78,6.0,9792.0,1283.0,3744.0,1179.0,10.1714,481500.0,<1H OCEAN --117.76,33.79,4.0,8974.0,1268.0,3754.0,1241.0,8.2653,374000.0,<1H OCEAN --117.77,33.76,19.0,3532.0,402.0,1200.0,426.0,11.0124,500001.0,<1H OCEAN --117.82,33.77,32.0,2308.0,301.0,967.0,320.0,7.0565,324600.0,<1H OCEAN --117.83,33.77,22.0,2956.0,642.0,1342.0,558.0,4.1151,203200.0,<1H OCEAN --117.83,33.77,26.0,4931.0,853.0,2249.0,818.0,4.275,285400.0,<1H OCEAN --117.82,33.76,27.0,3230.0,449.0,1193.0,448.0,6.5308,287800.0,<1H OCEAN --117.82,33.77,27.0,2578.0,314.0,976.0,340.0,7.1882,359200.0,<1H OCEAN --117.82,33.76,33.0,2774.0,428.0,1229.0,407.0,6.2944,265600.0,<1H OCEAN --117.81,33.76,32.0,2053.0,339.0,835.0,323.0,5.5654,281800.0,<1H OCEAN --117.8,33.77,29.0,5436.0,707.0,2046.0,685.0,8.7496,349500.0,<1H OCEAN --117.81,33.77,31.0,4624.0,624.0,1852.0,635.0,7.2392,334600.0,<1H OCEAN --117.81,33.83,8.0,7326.0,884.0,2569.0,798.0,10.157,477100.0,<1H OCEAN --117.83,33.83,13.0,3759.0,489.0,1496.0,499.0,8.3818,377600.0,<1H OCEAN --117.83,33.83,23.0,2775.0,547.0,1226.0,510.0,3.6707,231400.0,<1H OCEAN --117.82,33.8,15.0,3207.0,647.0,1414.0,595.0,4.0484,165600.0,<1H OCEAN --117.83,33.79,29.0,1454.0,236.0,724.0,262.0,4.8542,218100.0,<1H OCEAN --117.82,33.79,26.0,2641.0,633.0,3657.0,617.0,4.1339,222300.0,<1H OCEAN --117.83,33.8,30.0,4713.0,758.0,2271.0,730.0,5.8622,221000.0,<1H OCEAN --117.83,33.8,31.0,2016.0,409.0,1095.0,405.0,3.8681,196000.0,<1H OCEAN --117.84,33.79,37.0,2733.0,460.0,1378.0,476.0,5.3041,235700.0,<1H OCEAN --117.83,33.79,25.0,2070.0,513.0,1078.0,460.0,2.9312,220100.0,<1H OCEAN --117.84,33.79,34.0,2590.0,603.0,1658.0,608.0,2.378,199600.0,<1H OCEAN --117.84,33.78,26.0,2577.0,434.0,1086.0,432.0,4.6125,229200.0,<1H OCEAN --117.84,33.78,24.0,3817.0,787.0,1656.0,713.0,4.25,248000.0,<1H OCEAN --117.81,33.79,23.0,3114.0,610.0,2045.0,577.0,3.75,211900.0,<1H OCEAN --117.82,33.78,25.0,4977.0,645.0,2061.0,646.0,6.58,318500.0,<1H OCEAN --117.81,33.78,27.0,3589.0,507.0,1484.0,495.0,5.7934,270500.0,<1H OCEAN --117.82,33.78,28.0,4485.0,667.0,2048.0,685.0,5.4562,274700.0,<1H OCEAN --117.81,33.82,20.0,2819.0,319.0,1019.0,319.0,12.2092,500001.0,<1H OCEAN --117.8,33.83,17.0,2971.0,350.0,1180.0,346.0,11.1228,500001.0,<1H OCEAN --117.82,33.82,22.0,3173.0,372.0,1181.0,355.0,8.3637,500001.0,<1H OCEAN --117.81,33.81,19.0,3154.0,390.0,1404.0,384.0,8.9257,431800.0,<1H OCEAN --117.81,33.82,22.0,2898.0,335.0,1057.0,324.0,10.8111,500001.0,<1H OCEAN --117.82,33.81,19.0,2556.0,304.0,822.0,260.0,9.9055,456900.0,<1H OCEAN --117.83,33.82,26.0,3259.0,456.0,1354.0,459.0,5.7817,267600.0,<1H OCEAN --117.83,33.82,23.0,1100.0,285.0,940.0,267.0,3.6953,150000.0,<1H OCEAN --117.83,33.81,24.0,3550.0,895.0,2828.0,834.0,2.8403,225600.0,<1H OCEAN --117.82,33.81,25.0,2662.0,402.0,1247.0,401.0,5.4395,244000.0,<1H OCEAN --117.83,33.81,28.0,1972.0,315.0,970.0,326.0,5.4298,234200.0,<1H OCEAN --117.82,33.81,30.0,2260.0,345.0,1182.0,341.0,6.0705,236700.0,<1H OCEAN --117.85,33.79,46.0,1846.0,383.0,867.0,336.0,3.4234,200000.0,<1H OCEAN --117.85,33.79,52.0,2102.0,403.0,898.0,365.0,3.6827,236800.0,<1H OCEAN --117.86,33.79,31.0,3523.0,922.0,2660.0,949.0,3.1792,146400.0,<1H OCEAN --117.85,33.79,52.0,1963.0,430.0,1197.0,415.0,3.8929,211000.0,<1H OCEAN --117.85,33.78,23.0,3187.0,870.0,1977.0,852.0,3.3939,212100.0,<1H OCEAN --117.86,33.78,25.0,2635.0,660.0,1710.0,634.0,3.125,215000.0,<1H OCEAN --117.85,33.77,16.0,2186.0,511.0,908.0,466.0,4.575,225000.0,<1H OCEAN --117.85,33.79,40.0,1251.0,336.0,729.0,343.0,2.4688,236400.0,<1H OCEAN --117.86,33.79,34.0,1883.0,408.0,1227.0,424.0,3.8929,187500.0,<1H OCEAN --117.86,33.78,21.0,2713.0,731.0,1952.0,722.0,2.6959,178800.0,<1H OCEAN --117.87,33.78,21.0,2487.0,573.0,1515.0,494.0,4.3039,168500.0,<1H OCEAN --117.87,33.78,19.0,2813.0,567.0,1334.0,596.0,4.7208,173500.0,<1H OCEAN --117.87,33.78,30.0,2022.0,522.0,1196.0,463.0,3.7454,186000.0,<1H OCEAN --117.86,33.8,35.0,1683.0,347.0,1242.0,335.0,3.5172,190400.0,<1H OCEAN --117.86,33.79,42.0,1024.0,191.0,483.0,187.0,4.105,194500.0,<1H OCEAN --117.87,33.79,25.0,2546.0,545.0,1543.0,521.0,4.192,219900.0,<1H OCEAN --117.88,33.79,32.0,1484.0,295.0,928.0,295.0,5.1418,190300.0,<1H OCEAN --117.89,33.78,16.0,6352.0,1747.0,5085.0,1649.0,2.8835,193800.0,<1H OCEAN --117.9,33.78,25.0,10336.0,2596.0,7111.0,2419.0,3.3627,197900.0,<1H OCEAN --117.85,33.84,26.0,2095.0,280.0,793.0,261.0,6.6719,271700.0,<1H OCEAN --117.86,33.84,19.0,1725.0,392.0,920.0,400.0,3.0087,159400.0,<1H OCEAN --117.85,33.84,17.0,2830.0,502.0,1370.0,459.0,5.1785,247300.0,<1H OCEAN --117.85,33.83,26.0,1904.0,292.0,945.0,303.0,5.6784,232400.0,<1H OCEAN --117.86,33.83,23.0,2377.0,403.0,1101.0,408.0,5.3439,227100.0,<1H OCEAN --117.84,33.84,23.0,4388.0,864.0,2526.0,846.0,4.5217,219400.0,<1H OCEAN --117.86,33.8,34.0,1793.0,480.0,1722.0,441.0,2.8235,153100.0,<1H OCEAN --117.85,33.81,26.0,4186.0,767.0,2447.0,777.0,4.9917,248100.0,<1H OCEAN --117.85,33.81,32.0,1766.0,322.0,876.0,330.0,4.0417,234500.0,<1H OCEAN --117.85,33.8,34.0,1593.0,283.0,872.0,255.0,3.825,216700.0,<1H OCEAN --117.85,33.8,40.0,1461.0,286.0,1322.0,264.0,4.3269,194100.0,<1H OCEAN --117.84,33.81,26.0,5574.0,1025.0,2607.0,988.0,4.0324,244900.0,<1H OCEAN --117.84,33.8,35.0,1490.0,251.0,629.0,257.0,4.3661,222100.0,<1H OCEAN --117.84,33.8,34.0,2004.0,331.0,843.0,328.0,3.59,230600.0,<1H OCEAN --117.86,33.82,9.0,1682.0,291.0,1015.0,271.0,6.6603,230900.0,<1H OCEAN --117.84,33.82,24.0,10281.0,1689.0,4926.0,1629.0,4.7946,251200.0,<1H OCEAN --117.84,33.84,23.0,6157.0,1129.0,2817.0,1073.0,5.0629,232600.0,<1H OCEAN --117.89,33.84,35.0,3315.0,744.0,2425.0,687.0,3.5521,182800.0,<1H OCEAN --117.89,33.83,35.0,2984.0,446.0,1435.0,455.0,5.6276,200800.0,<1H OCEAN --117.9,33.83,33.0,3065.0,611.0,2204.0,606.0,3.8456,211800.0,<1H OCEAN --117.89,33.82,21.0,1591.0,298.0,904.0,297.0,4.8906,179100.0,<1H OCEAN --117.89,33.8,38.0,51.0,12.0,41.0,10.0,6.0224,187500.0,<1H OCEAN --117.89,33.82,24.0,1268.0,210.0,700.0,224.0,5.0605,216200.0,<1H OCEAN --117.89,33.82,18.0,3197.0,809.0,1894.0,726.0,3.6761,140500.0,<1H OCEAN --117.87,33.81,15.0,3082.0,536.0,1268.0,531.0,3.7604,280100.0,<1H OCEAN --117.87,33.84,10.0,3381.0,729.0,1584.0,636.0,5.3812,235400.0,<1H OCEAN --117.88,33.84,26.0,1499.0,290.0,755.0,277.0,3.5893,238500.0,<1H OCEAN --117.88,33.84,31.0,3301.0,712.0,1532.0,682.0,3.7303,223800.0,<1H OCEAN --117.87,33.83,27.0,2287.0,,1140.0,351.0,5.6163,231000.0,<1H OCEAN --117.88,33.83,22.0,3522.0,543.0,1706.0,524.0,6.4685,241200.0,<1H OCEAN --117.88,33.83,25.0,1785.0,248.0,750.0,251.0,6.8407,266700.0,<1H OCEAN --117.88,33.82,17.0,2247.0,705.0,1382.0,618.0,3.8631,225000.0,<1H OCEAN --117.88,33.82,26.0,1783.0,298.0,1048.0,306.0,6.0488,232000.0,<1H OCEAN --117.87,33.82,26.0,2435.0,346.0,1088.0,350.0,5.9397,249400.0,<1H OCEAN --117.88,33.85,26.0,3924.0,781.0,2332.0,725.0,3.7772,223900.0,<1H OCEAN --117.88,33.85,34.0,1127.0,185.0,588.0,181.0,4.375,224700.0,<1H OCEAN --117.88,33.84,34.0,1410.0,214.0,837.0,240.0,6.1168,213900.0,<1H OCEAN --117.88,33.84,33.0,1526.0,237.0,906.0,245.0,5.1782,225000.0,<1H OCEAN --117.9,33.85,31.0,3413.0,764.0,2326.0,728.0,4.325,187100.0,<1H OCEAN --117.9,33.85,35.0,1756.0,328.0,1026.0,332.0,3.6,193500.0,<1H OCEAN --117.89,33.85,18.0,2036.0,414.0,1292.0,380.0,3.875,273000.0,<1H OCEAN --117.9,33.85,32.0,1605.0,314.0,986.0,306.0,3.3375,186200.0,<1H OCEAN --117.89,33.85,13.0,1583.0,474.0,1672.0,432.0,3.2303,201300.0,<1H OCEAN --117.9,33.84,31.0,2043.0,468.0,1524.0,454.0,3.5329,187400.0,<1H OCEAN --117.89,33.84,33.0,1587.0,374.0,1159.0,331.0,2.8021,195100.0,<1H OCEAN --117.88,33.85,25.0,1234.0,351.0,507.0,285.0,2.3173,225000.0,<1H OCEAN --117.88,33.84,25.0,1781.0,349.0,918.0,378.0,3.9286,262700.0,<1H OCEAN --117.87,33.84,23.0,1678.0,369.0,912.0,347.0,4.5,237300.0,<1H OCEAN --117.87,33.84,25.0,1928.0,414.0,961.0,385.0,4.0724,231400.0,<1H OCEAN --117.87,33.84,16.0,1545.0,354.0,730.0,350.0,4.5112,139000.0,<1H OCEAN --117.87,33.84,17.0,2395.0,410.0,1224.0,399.0,5.1182,249200.0,<1H OCEAN --117.85,33.85,17.0,4678.0,1065.0,2427.0,1020.0,4.2276,254100.0,<1H OCEAN --117.86,33.85,17.0,1131.0,236.0,622.0,244.0,4.9306,158500.0,<1H OCEAN --117.92,33.85,38.0,2082.0,532.0,1592.0,510.0,2.3704,166100.0,<1H OCEAN --117.92,33.84,45.0,2019.0,394.0,1549.0,377.0,4.6111,223000.0,<1H OCEAN --117.92,33.85,44.0,1231.0,258.0,682.0,244.0,3.2344,170100.0,<1H OCEAN --117.91,33.85,35.0,932.0,258.0,1147.0,267.0,2.7014,156700.0,<1H OCEAN --117.91,33.84,35.0,1244.0,324.0,1603.0,322.0,2.9583,175400.0,<1H OCEAN --117.91,33.85,22.0,1178.0,289.0,865.0,294.0,3.025,180000.0,<1H OCEAN --117.91,33.84,29.0,1570.0,482.0,1849.0,430.0,2.6563,162500.0,<1H OCEAN --117.93,33.85,27.0,1962.0,544.0,1492.0,481.0,1.9621,118100.0,<1H OCEAN --117.94,33.85,26.0,1888.0,429.0,1550.0,458.0,3.3393,168600.0,<1H OCEAN --117.93,33.85,33.0,2489.0,546.0,1857.0,444.0,2.9474,178400.0,<1H OCEAN --117.93,33.85,31.0,2149.0,465.0,966.0,302.0,3.875,183900.0,<1H OCEAN --117.93,33.85,25.0,1026.0,288.0,1646.0,283.0,4.2019,163900.0,<1H OCEAN --117.93,33.85,36.0,2147.0,416.0,1011.0,392.0,3.2188,196900.0,<1H OCEAN --117.94,33.85,37.0,588.0,121.0,436.0,104.0,4.275,186200.0,<1H OCEAN --117.93,33.84,23.0,2870.0,653.0,1680.0,598.0,3.2301,189900.0,<1H OCEAN --117.95,33.85,13.0,6963.0,1426.0,3892.0,1375.0,4.1325,203500.0,<1H OCEAN --117.96,33.85,35.0,1175.0,191.0,568.0,186.0,4.125,189200.0,<1H OCEAN --117.97,33.85,30.0,2513.0,476.0,1611.0,472.0,4.0061,182900.0,<1H OCEAN --117.96,33.85,36.0,1951.0,365.0,1254.0,358.0,4.8438,185700.0,<1H OCEAN --117.95,33.84,32.0,1378.0,492.0,1202.0,448.0,3.4028,183700.0,<1H OCEAN --117.95,33.84,19.0,1749.0,406.0,969.0,391.0,3.75,173400.0,<1H OCEAN --117.95,33.84,34.0,1229.0,215.0,1035.0,218.0,3.5455,180000.0,<1H OCEAN --117.94,33.84,25.0,4016.0,831.0,2166.0,774.0,3.1884,135400.0,<1H OCEAN --117.94,33.84,28.0,604.0,207.0,615.0,212.0,3.6214,182100.0,<1H OCEAN --117.98,33.85,23.0,2089.0,377.0,1085.0,362.0,4.765,181500.0,<1H OCEAN --117.98,33.84,33.0,2291.0,439.0,1187.0,405.0,3.9539,191100.0,<1H OCEAN --117.98,33.84,35.0,984.0,179.0,661.0,199.0,5.0747,189600.0,<1H OCEAN --117.97,33.85,45.0,818.0,147.0,546.0,152.0,5.1057,170700.0,<1H OCEAN --117.96,33.84,31.0,2265.0,537.0,1617.0,507.0,3.4583,186300.0,<1H OCEAN --117.97,33.84,34.0,874.0,153.0,549.0,153.0,4.8667,186800.0,<1H OCEAN --117.97,33.84,35.0,793.0,128.0,589.0,137.0,5.25,190200.0,<1H OCEAN --117.97,33.84,25.0,2471.0,518.0,1539.0,500.0,4.2679,191700.0,<1H OCEAN --117.97,33.84,18.0,1063.0,209.0,462.0,223.0,2.8348,219000.0,<1H OCEAN --117.99,33.84,31.0,2982.0,547.0,1895.0,570.0,4.9115,255500.0,<1H OCEAN --117.97,33.83,16.0,2035.0,564.0,1118.0,503.0,3.2546,187500.0,<1H OCEAN --117.98,33.84,31.0,1252.0,225.0,714.0,226.0,4.6042,220700.0,<1H OCEAN --117.98,33.83,17.0,3506.0,992.0,2104.0,893.0,3.3006,185800.0,<1H OCEAN --118.0,33.82,21.0,2253.0,580.0,1536.0,500.0,3.2326,204700.0,<1H OCEAN --118.01,33.82,31.0,1960.0,380.0,1356.0,356.0,4.0625,225900.0,<1H OCEAN --118.01,33.83,24.0,4639.0,1374.0,3093.0,1257.0,2.5577,202300.0,<1H OCEAN --118.01,33.83,23.0,1086.0,268.0,825.0,250.0,2.4609,219600.0,<1H OCEAN --118.0,33.83,26.0,1718.0,385.0,1022.0,368.0,3.9333,196100.0,<1H OCEAN --118.0,33.83,24.0,2578.0,580.0,1217.0,529.0,2.2401,212500.0,<1H OCEAN --118.0,33.82,18.0,2947.0,559.0,1820.0,551.0,4.5294,224800.0,<1H OCEAN --117.99,33.83,25.0,3434.0,835.0,1749.0,657.0,3.2539,199000.0,<1H OCEAN --117.99,33.82,19.0,1991.0,528.0,1202.0,460.0,3.1538,252100.0,<1H OCEAN --117.99,33.83,35.0,1484.0,252.0,916.0,248.0,5.2657,191400.0,<1H OCEAN --117.99,33.82,33.0,2342.0,475.0,1367.0,509.0,4.1167,215500.0,<1H OCEAN --117.98,33.83,17.0,3419.0,932.0,2460.0,766.0,3.2823,228500.0,<1H OCEAN --117.98,33.82,34.0,1038.0,175.0,578.0,174.0,4.9219,200000.0,<1H OCEAN --117.98,33.82,34.0,1290.0,220.0,867.0,241.0,5.5486,218100.0,<1H OCEAN --117.98,33.83,32.0,1133.0,166.0,523.0,187.0,6.213,230800.0,<1H OCEAN --117.97,33.83,22.0,3310.0,688.0,1807.0,674.0,4.0185,200900.0,<1H OCEAN --117.97,33.82,26.0,2335.0,504.0,1121.0,502.0,2.9891,205200.0,<1H OCEAN --117.97,33.82,26.0,4013.0,985.0,2442.0,922.0,3.7655,197700.0,<1H OCEAN --117.96,33.83,30.0,2838.0,649.0,1758.0,593.0,3.3831,197400.0,<1H OCEAN --117.96,33.83,18.0,2067.0,770.0,870.0,541.0,3.1315,137500.0,<1H OCEAN --117.96,33.83,29.0,1194.0,176.0,474.0,170.0,6.1001,298900.0,<1H OCEAN --117.95,33.84,18.0,3418.0,815.0,1961.0,773.0,3.65,171400.0,<1H OCEAN --117.94,33.83,20.0,812.0,192.0,494.0,172.0,3.25,350000.0,<1H OCEAN --117.95,33.83,31.0,2421.0,389.0,1348.0,413.0,4.9394,217800.0,<1H OCEAN --117.94,33.82,34.0,1347.0,212.0,676.0,201.0,3.8828,215400.0,<1H OCEAN --117.94,33.82,27.0,1366.0,326.0,878.0,325.0,3.4,196900.0,<1H OCEAN --117.95,33.82,29.0,2929.0,640.0,1618.0,584.0,3.6875,213200.0,<1H OCEAN --117.95,33.83,35.0,1107.0,207.0,641.0,210.0,5.0599,216700.0,<1H OCEAN --117.96,33.83,34.0,982.0,148.0,498.0,156.0,6.3214,220800.0,<1H OCEAN --117.95,33.83,36.0,1380.0,237.0,690.0,234.0,3.8214,210900.0,<1H OCEAN --117.93,33.83,32.0,1792.0,411.0,1131.0,381.0,2.4942,186300.0,<1H OCEAN --117.92,33.82,36.0,2360.0,405.0,1479.0,386.0,4.3583,187200.0,<1H OCEAN --117.94,33.82,29.0,1422.0,409.0,1057.0,390.0,2.3347,208100.0,<1H OCEAN --117.94,33.82,24.0,4735.0,955.0,2600.0,868.0,5.0764,228600.0,<1H OCEAN --117.93,33.82,28.0,2444.0,555.0,1848.0,567.0,3.0179,198800.0,<1H OCEAN --117.92,33.84,38.0,1316.0,263.0,671.0,278.0,3.2969,220000.0,<1H OCEAN --117.92,33.83,6.0,3136.0,990.0,1894.0,859.0,2.5564,171300.0,<1H OCEAN --117.93,33.83,30.0,1561.0,381.0,1104.0,391.0,3.375,201900.0,<1H OCEAN --117.93,33.84,34.0,2160.0,298.0,852.0,305.0,6.0531,287100.0,<1H OCEAN --117.93,33.84,26.0,2811.0,612.0,1374.0,566.0,3.475,282500.0,<1H OCEAN --117.91,33.84,26.0,1156.0,393.0,1880.0,400.0,2.2716,350000.0,<1H OCEAN --117.9,33.83,23.0,2459.0,689.0,2720.0,598.0,2.8072,164700.0,<1H OCEAN --117.91,33.83,9.0,1160.0,368.0,735.0,325.0,1.119,175000.0,<1H OCEAN --117.92,33.83,17.0,382.0,86.0,272.0,81.0,1.425,212500.0,<1H OCEAN --117.91,33.84,16.0,919.0,253.0,912.0,249.0,1.5903,165400.0,<1H OCEAN --117.91,33.84,25.0,1021.0,252.0,975.0,258.0,3.125,168100.0,<1H OCEAN --117.91,33.83,47.0,504.0,113.0,375.0,109.0,3.6607,160600.0,<1H OCEAN --117.91,33.83,37.0,1039.0,260.0,719.0,243.0,3.0288,161400.0,<1H OCEAN --117.92,33.83,36.0,1072.0,193.0,639.0,196.0,5.0275,179300.0,<1H OCEAN --117.92,33.83,52.0,1514.0,301.0,855.0,293.0,3.6042,166400.0,<1H OCEAN --117.91,33.83,32.0,1855.0,527.0,2568.0,504.0,2.5509,170800.0,<1H OCEAN --117.9,33.82,32.0,1187.0,302.0,1003.0,275.0,2.4931,166900.0,<1H OCEAN --117.92,33.82,10.0,1548.0,506.0,1535.0,424.0,4.5057,152400.0,<1H OCEAN --117.91,33.82,32.0,2696.0,640.0,2330.0,626.0,2.9479,184600.0,<1H OCEAN --117.91,33.82,29.0,1444.0,326.0,1038.0,271.0,2.3843,182900.0,<1H OCEAN --117.91,33.81,18.0,1181.0,353.0,781.0,340.0,2.5625,153100.0,<1H OCEAN --117.91,33.82,32.0,1408.0,307.0,1331.0,284.0,3.7014,179600.0,<1H OCEAN --117.93,33.81,18.0,3291.0,587.0,1640.0,563.0,4.8981,166300.0,<1H OCEAN --117.92,33.81,34.0,988.0,173.0,759.0,184.0,5.6047,205100.0,<1H OCEAN --117.93,33.8,34.0,3903.0,717.0,2054.0,716.0,4.2731,218000.0,<1H OCEAN --117.92,33.8,17.0,1317.0,256.0,679.0,272.0,4.6696,159500.0,<1H OCEAN --117.9,33.8,21.0,1342.0,326.0,748.0,335.0,2.9231,45000.0,<1H OCEAN --117.9,33.8,22.0,2964.0,829.0,2639.0,771.0,2.4833,157500.0,<1H OCEAN --117.9,33.8,23.0,1368.0,397.0,1940.0,358.0,3.0789,350000.0,<1H OCEAN --117.9,33.8,27.0,2176.0,442.0,1440.0,418.0,4.375,212500.0,<1H OCEAN --117.94,33.81,33.0,1891.0,334.0,932.0,343.0,4.2759,238000.0,<1H OCEAN --117.94,33.81,25.0,1731.0,482.0,1127.0,455.0,3.256,214300.0,<1H OCEAN --117.94,33.81,34.0,1290.0,203.0,664.0,204.0,5.8461,227400.0,<1H OCEAN --117.94,33.81,26.0,1589.0,259.0,735.0,315.0,4.5714,243200.0,<1H OCEAN --117.94,33.8,28.0,2914.0,489.0,1500.0,499.0,4.9429,254800.0,<1H OCEAN --117.94,33.81,24.0,4602.0,1131.0,3003.0,1014.0,3.6771,172200.0,<1H OCEAN --117.93,33.8,29.0,1672.0,267.0,891.0,281.0,4.8611,231900.0,<1H OCEAN --117.95,33.82,35.0,1068.0,190.0,514.0,174.0,4.0735,208700.0,<1H OCEAN --117.95,33.82,35.0,1117.0,181.0,496.0,168.0,4.3269,224700.0,<1H OCEAN --117.96,33.82,32.0,2856.0,622.0,1499.0,601.0,3.63,183400.0,<1H OCEAN --117.96,33.82,32.0,2726.0,556.0,1513.0,531.0,3.7917,197400.0,<1H OCEAN --117.96,33.8,30.0,729.0,131.0,488.0,139.0,4.7667,195200.0,<1H OCEAN --117.96,33.81,35.0,1153.0,192.0,884.0,208.0,5.2384,177400.0,<1H OCEAN --117.96,33.81,34.0,1416.0,277.0,980.0,284.0,4.7772,182500.0,<1H OCEAN --117.96,33.81,35.0,1996.0,326.0,1409.0,330.0,4.7738,180000.0,<1H OCEAN --117.96,33.82,29.0,2176.0,468.0,1632.0,428.0,3.707,180400.0,<1H OCEAN --117.96,33.82,19.0,1199.0,251.0,730.0,276.0,3.6422,209400.0,<1H OCEAN --117.95,33.81,33.0,1724.0,291.0,943.0,285.0,5.118,195200.0,<1H OCEAN --117.96,33.81,34.0,1941.0,356.0,1021.0,339.0,4.4663,183900.0,<1H OCEAN --117.95,33.81,24.0,2749.0,498.0,1367.0,460.0,4.025,240700.0,<1H OCEAN --118.0,33.81,33.0,2970.0,547.0,1869.0,539.0,4.3636,201800.0,<1H OCEAN --118.0,33.81,22.0,2642.0,640.0,1702.0,588.0,3.5268,174700.0,<1H OCEAN --118.01,33.81,25.0,1831.0,345.0,809.0,339.0,4.5179,177100.0,<1H OCEAN --118.0,33.82,24.0,3002.0,644.0,1495.0,634.0,3.1087,202800.0,<1H OCEAN --118.0,33.81,13.0,2782.0,605.0,1749.0,628.0,4.1276,153800.0,<1H OCEAN --118.0,33.81,17.0,2142.0,436.0,946.0,412.0,3.7059,146300.0,<1H OCEAN --117.99,33.8,18.0,383.0,94.0,487.0,98.0,3.975,162500.0,<1H OCEAN --118.0,33.81,17.0,1530.0,404.0,883.0,344.0,2.8835,196500.0,<1H OCEAN --117.99,33.82,21.0,2281.0,557.0,1510.0,460.0,2.8625,189600.0,<1H OCEAN --117.99,33.81,23.0,3284.0,795.0,3257.0,758.0,2.4526,182900.0,<1H OCEAN --117.99,33.81,42.0,161.0,40.0,157.0,50.0,2.2,153100.0,<1H OCEAN --117.99,33.81,46.0,38.0,8.0,66.0,14.0,4.1667,162500.0,<1H OCEAN --117.98,33.81,28.0,3528.0,816.0,2304.0,764.0,2.582,181800.0,<1H OCEAN --117.98,33.81,18.0,3751.0,878.0,2281.0,815.0,3.7201,183100.0,<1H OCEAN --117.98,33.81,35.0,897.0,156.0,479.0,161.0,5.152,215600.0,<1H OCEAN --117.97,33.81,26.0,4022.0,1081.0,2457.0,1001.0,2.8042,206300.0,<1H OCEAN --117.97,33.81,30.0,2406.0,462.0,1753.0,456.0,4.485,180600.0,<1H OCEAN --117.99,33.8,25.0,3179.0,639.0,2526.0,623.0,3.3281,180800.0,<1H OCEAN --117.99,33.79,33.0,2064.0,324.0,1384.0,315.0,4.5263,169000.0,<1H OCEAN --117.99,33.79,29.0,2470.0,560.0,1589.0,513.0,3.1801,190500.0,<1H OCEAN --117.99,33.79,35.0,2301.0,467.0,2272.0,454.0,3.9566,167800.0,<1H OCEAN --117.98,33.8,35.0,2114.0,341.0,1077.0,343.0,5.4876,227500.0,<1H OCEAN --117.98,33.79,35.0,2356.0,478.0,1659.0,480.0,4.1115,179700.0,<1H OCEAN --117.98,33.8,32.0,2161.0,432.0,1503.0,402.0,4.3036,191400.0,<1H OCEAN --117.97,33.8,35.0,2985.0,474.0,1614.0,453.0,5.4631,225600.0,<1H OCEAN --117.97,33.79,33.0,3268.0,641.0,1704.0,591.0,3.6849,211400.0,<1H OCEAN --118.0,33.79,18.0,3679.0,694.0,1820.0,652.0,3.6531,143500.0,<1H OCEAN --117.99,33.78,15.0,4273.0,993.0,2300.0,946.0,3.5313,213000.0,<1H OCEAN --117.99,33.79,21.0,2695.0,707.0,1888.0,683.0,3.2857,213300.0,<1H OCEAN --117.98,33.78,31.0,2825.0,546.0,1908.0,563.0,3.9798,187500.0,<1H OCEAN --117.97,33.79,34.0,2456.0,410.0,1289.0,442.0,4.1818,224200.0,<1H OCEAN --117.99,33.78,19.0,7399.0,1698.0,3554.0,1593.0,3.1049,173900.0,<1H OCEAN --117.97,33.78,35.0,3148.0,597.0,2110.0,587.0,3.9479,203800.0,<1H OCEAN --117.98,33.78,22.0,4255.0,971.0,2901.0,920.0,3.2636,180200.0,<1H OCEAN --117.96,33.8,33.0,1984.0,420.0,1119.0,387.0,3.4821,231300.0,<1H OCEAN --117.96,33.79,36.0,2398.0,403.0,1261.0,402.0,5.2816,221800.0,<1H OCEAN --117.96,33.8,35.0,1493.0,267.0,811.0,272.0,5.244,218000.0,<1H OCEAN --117.96,33.8,33.0,2362.0,394.0,1185.0,387.0,4.425,188400.0,<1H OCEAN --117.95,33.79,34.0,2584.0,408.0,1233.0,405.0,5.6935,218300.0,<1H OCEAN --117.95,33.78,26.0,4115.0,883.0,2184.0,825.0,3.9536,191000.0,<1H OCEAN --117.96,33.79,29.0,1813.0,501.0,1170.0,482.0,2.0677,214500.0,<1H OCEAN --117.96,33.78,35.0,1330.0,201.0,658.0,217.0,6.37,229200.0,<1H OCEAN --117.94,33.8,23.0,2757.0,734.0,1811.0,707.0,2.8,214300.0,<1H OCEAN --117.95,33.79,34.0,2912.0,520.0,1625.0,501.0,4.4667,190600.0,<1H OCEAN --117.95,33.8,34.0,1654.0,285.0,905.0,292.0,4.6389,214600.0,<1H OCEAN --117.95,33.8,32.0,1219.0,192.0,634.0,197.0,5.237,215700.0,<1H OCEAN --117.94,33.79,24.0,4179.0,784.0,1902.0,733.0,4.7986,236500.0,<1H OCEAN --117.93,33.78,36.0,2169.0,359.0,1018.0,370.0,4.3906,231300.0,<1H OCEAN --117.94,33.78,34.0,2627.0,468.0,1409.0,450.0,4.7731,199200.0,<1H OCEAN --117.93,33.79,36.0,2363.0,403.0,1240.0,391.0,4.0909,190800.0,<1H OCEAN --117.93,33.79,34.0,3592.0,616.0,2138.0,605.0,5.2129,193400.0,<1H OCEAN --117.92,33.79,35.0,1785.0,288.0,1033.0,297.0,4.5739,190500.0,<1H OCEAN --117.92,33.79,29.0,3692.0,969.0,2683.0,881.0,3.1726,198700.0,<1H OCEAN --117.92,33.79,26.0,2737.0,614.0,1877.0,606.0,2.8622,184300.0,<1H OCEAN --117.91,33.79,22.0,4417.0,1054.0,2759.0,983.0,4.25,170300.0,<1H OCEAN --117.91,33.78,33.0,2729.0,549.0,2223.0,535.0,4.0362,177900.0,<1H OCEAN --117.93,33.78,28.0,4380.0,820.0,2187.0,835.0,3.9018,182300.0,<1H OCEAN --117.92,33.77,28.0,3614.0,960.0,3282.0,889.0,3.522,190300.0,<1H OCEAN --117.91,33.78,26.0,4297.0,1037.0,3596.0,967.0,3.045,184000.0,<1H OCEAN --117.92,33.78,35.0,1654.0,323.0,1065.0,354.0,3.4837,186500.0,<1H OCEAN --117.95,33.78,9.0,3553.0,1035.0,2017.0,986.0,2.9726,133800.0,<1H OCEAN --117.94,33.77,32.0,714.0,142.0,654.0,154.0,4.5052,170800.0,<1H OCEAN --117.94,33.77,33.0,2964.0,747.0,2235.0,718.0,3.2591,175900.0,<1H OCEAN --117.94,33.78,11.0,2880.0,745.0,1806.0,722.0,3.8056,171100.0,<1H OCEAN --117.94,33.78,40.0,299.0,68.0,163.0,70.0,3.0125,166100.0,<1H OCEAN --117.93,33.77,36.0,3157.0,582.0,1842.0,561.0,4.5833,190700.0,<1H OCEAN --117.96,33.78,26.0,2136.0,557.0,1528.0,537.0,2.4931,236100.0,<1H OCEAN --117.95,33.78,32.0,2296.0,560.0,1376.0,532.0,3.7303,188500.0,<1H OCEAN --117.96,33.78,33.0,1520.0,,658.0,242.0,4.875,269300.0,<1H OCEAN --117.95,33.77,38.0,1476.0,308.0,1114.0,309.0,4.1917,181800.0,<1H OCEAN --117.95,33.77,38.0,989.0,246.0,691.0,204.0,3.2632,180900.0,<1H OCEAN --117.96,33.77,32.0,4398.0,905.0,2777.0,884.0,4.1321,222800.0,<1H OCEAN --117.97,33.77,20.0,1988.0,424.0,1277.0,425.0,2.9414,162200.0,<1H OCEAN --117.97,33.77,25.0,1295.0,417.0,856.0,342.0,2.7157,350000.0,<1H OCEAN --117.97,33.77,22.0,2244.0,575.0,1543.0,533.0,2.6618,179600.0,<1H OCEAN --117.99,33.77,15.0,2081.0,531.0,1617.0,561.0,3.4955,160900.0,<1H OCEAN --117.98,33.77,7.0,2252.0,570.0,1576.0,550.0,3.6333,169800.0,<1H OCEAN --117.97,33.76,18.0,1862.0,399.0,1301.0,369.0,3.1771,194000.0,<1H OCEAN --117.98,33.77,22.0,3236.0,673.0,2034.0,662.0,4.0955,174200.0,<1H OCEAN --117.98,33.76,29.0,1518.0,312.0,1086.0,317.0,4.32,196900.0,<1H OCEAN --117.97,33.76,28.0,1386.0,272.0,901.0,294.0,4.7464,187500.0,<1H OCEAN --117.96,33.76,24.0,1328.0,290.0,1012.0,306.0,4.2813,189500.0,<1H OCEAN --117.96,33.76,22.0,2520.0,556.0,2126.0,527.0,3.7734,193900.0,<1H OCEAN --117.96,33.75,14.0,2509.0,611.0,1814.0,547.0,2.7986,176100.0,<1H OCEAN --117.95,33.76,29.0,1829.0,366.0,1703.0,343.0,4.1295,188000.0,<1H OCEAN --117.94,33.76,27.0,2512.0,506.0,1861.0,511.0,4.2386,184200.0,<1H OCEAN --117.94,33.76,33.0,1441.0,337.0,1233.0,331.0,3.7232,176200.0,<1H OCEAN --117.95,33.76,24.0,3956.0,812.0,3196.0,795.0,4.3512,191400.0,<1H OCEAN --117.94,33.75,30.0,5268.0,1093.0,4480.0,1050.0,4.015,186700.0,<1H OCEAN --117.96,33.75,25.0,1323.0,208.0,852.0,229.0,4.6167,237300.0,<1H OCEAN --117.96,33.75,22.0,2300.0,539.0,1625.0,542.0,2.78,196300.0,<1H OCEAN --117.95,33.75,19.0,1983.0,283.0,1098.0,275.0,6.6355,276100.0,<1H OCEAN --117.95,33.75,24.0,2027.0,358.0,1405.0,341.0,5.1416,231400.0,<1H OCEAN --117.97,33.76,27.0,1712.0,325.0,1036.0,345.0,4.0508,183900.0,<1H OCEAN --117.97,33.75,26.0,3361.0,722.0,2709.0,648.0,3.9107,190700.0,<1H OCEAN --117.97,33.75,32.0,1564.0,270.0,973.0,290.0,3.75,190400.0,<1H OCEAN --117.93,33.76,24.0,3202.0,703.0,3308.0,714.0,4.1577,174100.0,<1H OCEAN --117.93,33.75,24.0,1380.0,339.0,1472.0,304.0,4.2219,162800.0,<1H OCEAN --117.93,33.75,15.0,2448.0,602.0,1666.0,575.0,3.5967,141600.0,<1H OCEAN --117.93,33.76,17.0,3341.0,803.0,3381.0,825.0,3.371,161800.0,<1H OCEAN --117.93,33.76,21.0,2884.0,662.0,2613.0,645.0,4.05,177900.0,<1H OCEAN --117.92,33.75,8.0,2325.0,598.0,1511.0,565.0,3.3629,137500.0,<1H OCEAN --117.92,33.75,19.0,1920.0,471.0,1413.0,432.0,4.0313,147500.0,<1H OCEAN --117.89,33.77,29.0,2577.0,445.0,1849.0,470.0,4.4732,194800.0,<1H OCEAN --117.9,33.77,35.0,2002.0,378.0,1726.0,387.0,3.9613,182300.0,<1H OCEAN --117.91,33.77,26.0,5556.0,1398.0,4545.0,1333.0,3.0902,190400.0,<1H OCEAN --117.91,33.76,22.0,7531.0,1569.0,5254.0,1523.0,3.8506,167400.0,<1H OCEAN --117.92,33.76,26.0,784.0,177.0,662.0,169.0,2.8438,174300.0,<1H OCEAN --117.91,33.76,20.0,4413.0,,4818.0,1063.0,2.8594,215100.0,<1H OCEAN --117.92,33.75,23.0,893.0,223.0,1149.0,216.0,2.6442,156300.0,<1H OCEAN --117.92,33.75,32.0,790.0,199.0,1196.0,201.0,3.0625,142800.0,<1H OCEAN --117.91,33.75,8.0,2346.0,679.0,3842.0,674.0,3.0635,160000.0,<1H OCEAN --117.93,33.74,15.0,1206.0,282.0,677.0,270.0,3.9219,142600.0,<1H OCEAN --117.93,33.74,30.0,1654.0,434.0,1843.0,467.0,3.1403,153000.0,<1H OCEAN --117.93,33.74,5.0,639.0,197.0,666.0,197.0,3.3017,87500.0,<1H OCEAN --117.92,33.74,13.0,4620.0,1265.0,3385.0,1109.0,3.1773,186500.0,<1H OCEAN --117.92,33.74,18.0,1639.0,491.0,2513.0,458.0,2.1838,159700.0,<1H OCEAN --117.91,33.74,15.0,715.0,214.0,1394.0,244.0,3.3846,162500.0,<1H OCEAN --117.92,33.74,24.0,5321.0,1063.0,4011.0,1047.0,4.3882,189300.0,<1H OCEAN --117.93,33.73,27.0,3662.0,834.0,3009.0,743.0,3.9816,179500.0,<1H OCEAN --117.94,33.74,24.0,4248.0,840.0,3118.0,798.0,4.2222,207200.0,<1H OCEAN --117.94,33.73,24.0,4197.0,718.0,2468.0,714.0,5.2563,211400.0,<1H OCEAN --117.95,33.74,16.0,2768.0,600.0,1182.0,563.0,3.7162,201200.0,<1H OCEAN --117.95,33.74,25.0,1393.0,243.0,976.0,245.0,5.4485,225200.0,<1H OCEAN --117.95,33.74,21.0,3576.0,554.0,1846.0,538.0,5.9838,271900.0,<1H OCEAN --117.98,33.7,17.0,1989.0,411.0,1401.0,453.0,4.1603,160500.0,<1H OCEAN --117.98,33.71,24.0,2308.0,464.0,1101.0,407.0,4.4766,230000.0,<1H OCEAN --117.99,33.71,19.0,1967.0,487.0,1251.0,404.0,3.6696,218800.0,<1H OCEAN --117.98,33.71,26.0,1905.0,373.0,1098.0,368.0,4.8611,229600.0,<1H OCEAN --117.96,33.68,26.0,1374.0,234.0,731.0,244.0,6.0905,224800.0,<1H OCEAN --117.97,33.68,23.0,1722.0,316.0,865.0,309.0,4.6452,273800.0,<1H OCEAN --117.96,33.68,25.0,2004.0,349.0,1085.0,343.0,4.7656,230700.0,<1H OCEAN --117.96,33.68,18.0,2594.0,539.0,817.0,485.0,2.3674,219200.0,<1H OCEAN --117.96,33.68,24.0,6517.0,1279.0,3441.0,1198.0,4.25,152100.0,<1H OCEAN --117.97,33.68,26.0,3653.0,568.0,1930.0,585.0,5.7301,260900.0,<1H OCEAN --117.95,33.69,26.0,1417.0,264.0,817.0,261.0,4.875,230400.0,<1H OCEAN --117.95,33.68,26.0,2249.0,344.0,1311.0,373.0,5.0287,265000.0,<1H OCEAN --117.95,33.68,27.0,1732.0,303.0,1115.0,308.0,5.5312,239200.0,<1H OCEAN --117.95,33.68,19.0,1028.0,191.0,340.0,159.0,3.6364,252800.0,<1H OCEAN --117.95,33.67,25.0,1611.0,383.0,554.0,327.0,3.0417,137300.0,<1H OCEAN --117.95,33.67,25.0,1799.0,233.0,810.0,265.0,8.289,372400.0,<1H OCEAN --117.95,33.66,26.0,1787.0,227.0,639.0,224.0,6.8226,329800.0,<1H OCEAN --117.95,33.66,22.0,2785.0,441.0,1086.0,392.0,7.3719,337400.0,<1H OCEAN --117.98,33.65,22.0,3335.0,754.0,1500.0,719.0,3.7315,197900.0,<1H OCEAN --117.98,33.65,18.0,1027.0,206.0,436.0,180.0,4.2159,211300.0,<1H OCEAN --117.98,33.65,22.0,3592.0,527.0,1598.0,523.0,6.5501,294900.0,<1H OCEAN --117.98,33.64,20.0,1851.0,495.0,792.0,363.0,3.8187,137500.0,NEAR OCEAN --117.97,33.74,16.0,1735.0,380.0,784.0,360.0,4.2566,139200.0,<1H OCEAN --117.97,33.74,18.0,2814.0,539.0,1439.0,493.0,3.599,262000.0,<1H OCEAN --117.97,33.73,27.0,2097.0,325.0,1217.0,331.0,5.7121,222500.0,<1H OCEAN --117.97,33.73,26.0,1694.0,260.0,885.0,279.0,5.0875,224200.0,<1H OCEAN --117.96,33.74,19.0,1783.0,415.0,1025.0,383.0,4.1484,230000.0,<1H OCEAN --117.96,33.73,22.0,3479.0,455.0,1454.0,488.0,6.6324,347600.0,<1H OCEAN --117.97,33.73,19.0,4154.0,560.0,2130.0,589.0,7.2845,301800.0,<1H OCEAN --117.97,33.72,24.0,2991.0,500.0,1437.0,453.0,5.4286,273400.0,<1H OCEAN --117.95,33.72,21.0,3107.0,483.0,1688.0,503.0,5.9582,288000.0,<1H OCEAN --117.96,33.72,23.0,3929.0,559.0,1858.0,538.0,6.8645,318200.0,<1H OCEAN --117.93,33.73,19.0,4021.0,557.0,1872.0,545.0,6.7919,295600.0,<1H OCEAN --117.93,33.72,17.0,4461.0,585.0,2095.0,580.0,7.6709,319500.0,<1H OCEAN --117.92,33.73,17.0,1692.0,293.0,934.0,280.0,4.4728,205800.0,<1H OCEAN --117.92,33.73,14.0,5147.0,1182.0,3171.0,1126.0,3.9929,225800.0,<1H OCEAN --117.92,33.72,17.0,3318.0,502.0,1520.0,498.0,5.5501,274200.0,<1H OCEAN --117.96,33.71,19.0,4328.0,849.0,2243.0,808.0,5.5702,342600.0,<1H OCEAN --117.95,33.71,16.0,6058.0,1715.0,3285.0,1495.0,3.4133,290900.0,<1H OCEAN --117.96,33.71,19.0,1624.0,221.0,782.0,228.0,4.5962,304500.0,<1H OCEAN --117.95,33.71,20.0,2781.0,407.0,1242.0,408.0,6.1092,306500.0,<1H OCEAN --117.94,33.71,18.0,3695.0,602.0,1779.0,572.0,5.9449,276500.0,<1H OCEAN --117.93,33.71,10.0,2775.0,717.0,1581.0,633.0,4.1366,158800.0,<1H OCEAN --117.94,33.7,18.0,4827.0,718.0,2471.0,716.0,6.1181,284500.0,<1H OCEAN --117.95,33.69,24.0,4269.0,618.0,1954.0,597.0,6.9261,284600.0,<1H OCEAN --117.95,33.7,17.0,5781.0,924.0,2585.0,915.0,5.343,231900.0,<1H OCEAN --117.98,33.69,22.0,3957.0,520.0,1774.0,527.0,7.0907,350200.0,<1H OCEAN --117.97,33.69,21.0,4112.0,580.0,1886.0,581.0,6.799,292000.0,<1H OCEAN --117.98,33.7,16.0,5127.0,631.0,2142.0,596.0,7.8195,390500.0,<1H OCEAN --117.96,33.7,23.0,4417.0,740.0,1865.0,693.0,5.3428,279300.0,<1H OCEAN --117.96,33.7,23.0,2622.0,445.0,1103.0,407.0,4.725,289600.0,<1H OCEAN --117.96,33.69,20.0,3123.0,441.0,1319.0,432.0,6.091,290400.0,<1H OCEAN --117.96,33.69,17.0,2500.0,343.0,1242.0,368.0,7.7313,316700.0,<1H OCEAN --117.98,33.7,24.0,3451.0,504.0,1736.0,493.0,6.3749,278000.0,<1H OCEAN --117.98,33.71,24.0,3430.0,548.0,1601.0,512.0,5.6825,264600.0,<1H OCEAN --117.97,33.71,26.0,2553.0,405.0,1337.0,411.0,5.3737,252900.0,<1H OCEAN --117.97,33.71,25.0,3273.0,478.0,1645.0,497.0,5.8195,286100.0,<1H OCEAN --117.99,33.7,25.0,2017.0,357.0,1063.0,369.0,4.0345,229400.0,<1H OCEAN --117.98,33.7,17.0,1997.0,340.0,952.0,341.0,4.4148,239200.0,<1H OCEAN --117.99,33.69,17.0,3386.0,729.0,1715.0,666.0,3.7479,213000.0,<1H OCEAN --117.98,33.69,16.0,2437.0,438.0,986.0,422.0,5.7117,247200.0,<1H OCEAN --117.97,33.67,25.0,3906.0,660.0,1809.0,622.0,5.6765,265100.0,<1H OCEAN --117.97,33.66,22.0,3914.0,600.0,1871.0,607.0,5.8541,281500.0,<1H OCEAN --117.96,33.67,16.0,5143.0,652.0,2209.0,637.0,7.0173,382100.0,<1H OCEAN --117.96,33.66,19.0,5925.0,744.0,2302.0,729.0,7.5699,333300.0,<1H OCEAN --117.96,33.65,23.0,5379.0,684.0,1826.0,555.0,7.0151,350600.0,<1H OCEAN --117.97,33.65,26.0,2379.0,336.0,988.0,346.0,5.3674,339300.0,<1H OCEAN --117.97,33.63,25.0,2482.0,360.0,960.0,352.0,6.1572,344000.0,NEAR OCEAN --117.96,33.65,24.0,4462.0,689.0,1943.0,712.0,5.7395,289800.0,<1H OCEAN --117.96,33.65,21.0,2030.0,318.0,910.0,311.0,7.8453,343300.0,<1H OCEAN --117.96,33.65,18.0,3603.0,879.0,1549.0,756.0,4.0229,363100.0,<1H OCEAN --117.98,33.61,17.0,2054.0,291.0,836.0,288.0,6.8939,383900.0,NEAR OCEAN --117.97,33.73,18.0,3698.0,574.0,2046.0,614.0,6.2984,269800.0,<1H OCEAN --117.98,33.73,18.0,3833.0,,2192.0,996.0,3.4679,219700.0,<1H OCEAN --117.98,33.72,24.0,2826.0,547.0,1738.0,546.0,6.0494,240400.0,<1H OCEAN --117.98,33.72,28.0,3109.0,561.0,1891.0,562.0,5.2655,243100.0,<1H OCEAN --117.98,33.67,7.0,5664.0,1174.0,2493.0,1101.0,5.8252,264700.0,<1H OCEAN --117.98,33.66,26.0,3527.0,547.0,1615.0,542.0,6.1624,279400.0,<1H OCEAN --117.97,33.67,17.0,4466.0,640.0,2166.0,666.0,6.979,330700.0,<1H OCEAN --117.97,33.66,14.0,6090.0,1338.0,1974.0,1248.0,2.8061,180300.0,<1H OCEAN --117.98,33.68,14.0,3396.0,477.0,1542.0,472.0,7.3982,369100.0,<1H OCEAN --117.98,33.68,24.0,4177.0,,1704.0,606.0,6.2473,281900.0,<1H OCEAN --117.98,33.68,17.0,2603.0,373.0,1265.0,382.0,6.8039,332900.0,<1H OCEAN --117.97,33.68,16.0,4508.0,598.0,2221.0,623.0,7.3731,390800.0,<1H OCEAN --117.97,33.68,26.0,1616.0,292.0,700.0,241.0,5.5105,232100.0,<1H OCEAN --118.01,33.67,13.0,2902.0,536.0,1125.0,490.0,5.888,447700.0,NEAR OCEAN --118.01,33.67,16.0,3581.0,780.0,1644.0,774.0,5.041,397600.0,NEAR OCEAN --118.01,33.66,19.0,4559.0,1045.0,1949.0,910.0,4.355,429200.0,NEAR OCEAN --118.0,33.66,25.0,4041.0,903.0,1689.0,784.0,4.2289,442700.0,NEAR OCEAN --118.02,33.65,38.0,2548.0,646.0,755.0,399.0,2.8352,408300.0,NEAR OCEAN --117.99,33.68,13.0,4000.0,883.0,1999.0,881.0,4.7245,273600.0,<1H OCEAN --117.99,33.68,18.0,2024.0,462.0,1047.0,451.0,3.5848,186900.0,<1H OCEAN --117.99,33.67,15.0,3141.0,664.0,1729.0,633.0,4.2165,234600.0,<1H OCEAN --117.99,33.68,14.0,3305.0,841.0,2272.0,769.0,3.4899,216700.0,<1H OCEAN --117.99,33.67,19.0,3808.0,790.0,1776.0,756.0,4.625,282200.0,<1H OCEAN --117.99,33.67,12.0,2228.0,479.0,1122.0,488.0,4.0385,350000.0,<1H OCEAN --117.99,33.67,17.0,1692.0,427.0,903.0,423.0,3.5859,262500.0,<1H OCEAN --118.0,33.66,16.0,2809.0,708.0,1260.0,638.0,3.2353,252900.0,NEAR OCEAN --117.99,33.66,29.0,1330.0,293.0,613.0,236.0,4.6591,353100.0,<1H OCEAN --117.99,33.66,14.0,3155.0,653.0,951.0,575.0,3.0625,268800.0,<1H OCEAN --118.02,33.62,11.0,3969.0,834.0,1508.0,754.0,4.3409,271400.0,NEAR OCEAN --118.05,33.65,5.0,7017.0,935.0,2427.0,867.0,10.1154,477700.0,NEAR OCEAN --118.0,33.68,12.0,5241.0,985.0,2048.0,943.0,6.4858,285400.0,<1H OCEAN --118.0,33.67,34.0,3712.0,667.0,1521.0,632.0,4.8125,387800.0,<1H OCEAN --118.0,33.71,19.0,4808.0,1029.0,2422.0,971.0,4.0121,279700.0,<1H OCEAN --117.99,33.71,18.0,1994.0,578.0,3031.0,577.0,2.7614,237500.0,<1H OCEAN --117.99,33.71,17.0,1600.0,458.0,1803.0,432.0,2.7865,216700.0,<1H OCEAN --118.02,33.71,23.0,5554.0,995.0,2408.0,936.0,5.3886,331900.0,<1H OCEAN --118.02,33.7,23.0,5069.0,770.0,2473.0,769.0,6.3047,285700.0,<1H OCEAN --118.02,33.72,22.0,8844.0,1706.0,4404.0,1594.0,4.4453,267800.0,<1H OCEAN --118.01,33.73,23.0,4095.0,578.0,1766.0,589.0,6.7418,302500.0,<1H OCEAN --118.02,33.73,24.0,6393.0,1141.0,2743.0,1057.0,5.1384,336900.0,<1H OCEAN --118.03,33.72,24.0,5203.0,957.0,2465.0,946.0,5.163,261000.0,<1H OCEAN --118.04,33.72,24.0,7141.0,1330.0,3418.0,1268.0,4.6649,237800.0,<1H OCEAN --117.99,33.73,24.0,2104.0,421.0,1181.0,414.0,3.8365,250900.0,<1H OCEAN --118.0,33.73,26.0,2236.0,280.0,809.0,282.0,6.7395,342800.0,<1H OCEAN --117.99,33.73,20.0,3182.0,884.0,1770.0,817.0,3.1912,220800.0,<1H OCEAN --117.99,33.72,26.0,1787.0,275.0,801.0,270.0,5.5514,255700.0,<1H OCEAN --117.99,33.72,17.0,2801.0,649.0,1473.0,535.0,4.2875,134800.0,<1H OCEAN --117.99,33.72,14.0,2127.0,537.0,1338.0,475.0,3.628,188500.0,<1H OCEAN --118.01,33.71,18.0,6565.0,1357.0,3079.0,1248.0,4.7515,295600.0,<1H OCEAN --118.01,33.7,24.0,3856.0,567.0,1741.0,588.0,7.248,302700.0,<1H OCEAN --118.01,33.69,3.0,945.0,115.0,337.0,123.0,11.5199,500001.0,<1H OCEAN --117.99,33.7,13.0,4013.0,903.0,1999.0,859.0,4.625,248800.0,<1H OCEAN --117.99,33.69,16.0,1476.0,294.0,886.0,270.0,5.3259,216400.0,<1H OCEAN --117.99,33.69,12.0,2480.0,858.0,1441.0,788.0,1.6705,350000.0,<1H OCEAN --118.02,33.71,24.0,2598.0,443.0,1184.0,435.0,5.8623,287800.0,<1H OCEAN --118.03,33.7,15.0,3244.0,421.0,1259.0,413.0,7.7854,395300.0,<1H OCEAN --118.03,33.71,26.0,1483.0,251.0,738.0,235.0,6.0,271400.0,<1H OCEAN --118.07,33.67,13.0,5126.0,711.0,2429.0,718.0,9.5268,437900.0,NEAR OCEAN --118.04,33.72,14.0,4494.0,1048.0,2222.0,963.0,4.7821,169400.0,<1H OCEAN --118.05,33.72,14.0,2673.0,687.0,1192.0,656.0,4.1862,188900.0,<1H OCEAN --118.04,33.72,15.0,1836.0,490.0,942.0,477.0,4.0238,182500.0,<1H OCEAN --118.09,33.7,13.0,4770.0,969.0,2261.0,972.0,5.883,295100.0,NEAR OCEAN --118.04,33.71,12.0,4014.0,868.0,1605.0,769.0,6.0102,396900.0,<1H OCEAN --118.09,33.75,32.0,6239.0,974.0,2615.0,950.0,6.6188,380000.0,NEAR OCEAN --118.1,33.74,37.0,997.0,262.0,531.0,282.0,4.7773,400000.0,NEAR OCEAN --118.11,33.75,15.0,2569.0,812.0,785.0,477.0,5.4011,346400.0,NEAR OCEAN --118.11,33.74,43.0,1222.0,303.0,565.0,309.0,4.8482,500001.0,NEAR OCEAN --118.09,33.74,44.0,1671.0,390.0,871.0,367.0,4.6369,422200.0,NEAR OCEAN --118.11,33.75,24.0,1608.0,314.0,592.0,314.0,5.0926,390500.0,NEAR OCEAN --118.1,33.74,33.0,2119.0,524.0,872.0,465.0,4.537,495500.0,NEAR OCEAN --118.1,33.74,31.0,1310.0,342.0,563.0,310.0,4.6528,457100.0,NEAR OCEAN --118.11,33.73,32.0,1258.0,333.0,645.0,334.0,5.0476,500001.0,NEAR OCEAN --118.1,33.74,32.0,2035.0,,934.0,512.0,4.2287,500001.0,NEAR OCEAN --118.07,33.72,24.0,1240.0,296.0,513.0,254.0,4.9044,485000.0,NEAR OCEAN --118.07,33.72,32.0,1179.0,250.0,369.0,209.0,5.1824,500001.0,NEAR OCEAN --118.09,33.71,19.0,1397.0,271.0,491.0,197.0,8.7397,500001.0,NEAR OCEAN --118.06,33.72,17.0,4573.0,937.0,1619.0,796.0,5.7704,500001.0,NEAR OCEAN --118.05,33.71,25.0,4150.0,570.0,1424.0,547.0,8.8281,461600.0,NEAR OCEAN --118.06,33.72,22.0,4311.0,531.0,1426.0,533.0,9.8177,500001.0,NEAR OCEAN --118.07,33.73,13.0,1822.0,313.0,643.0,303.0,9.8346,401700.0,NEAR OCEAN --118.06,33.72,14.0,2665.0,331.0,964.0,319.0,15.0001,500001.0,NEAR OCEAN --118.06,33.73,16.0,4392.0,602.0,1490.0,578.0,10.5424,500001.0,<1H OCEAN --118.08,33.72,14.0,2021.0,396.0,696.0,367.0,7.1673,340700.0,NEAR OCEAN --118.05,33.73,25.0,2472.0,450.0,1301.0,467.0,5.0699,266100.0,<1H OCEAN --118.05,33.72,17.0,1875.0,472.0,900.0,406.0,5.2589,226100.0,<1H OCEAN --118.05,33.72,22.0,5416.0,1271.0,2260.0,1184.0,3.8038,174500.0,<1H OCEAN --118.09,33.77,26.0,1388.0,409.0,515.0,392.0,1.8015,62000.0,<1H OCEAN --118.08,33.77,26.0,2461.0,562.0,971.0,544.0,2.1944,87500.0,<1H OCEAN --118.08,33.77,26.0,2013.0,551.0,664.0,510.0,2.2708,67500.0,<1H OCEAN --118.08,33.77,26.0,3083.0,806.0,960.0,723.0,1.9074,68500.0,<1H OCEAN --118.08,33.76,25.0,1995.0,637.0,743.0,597.0,1.4617,46900.0,<1H OCEAN --118.09,33.76,26.0,1625.0,440.0,533.0,414.0,1.808,58500.0,<1H OCEAN --118.09,33.77,26.0,5359.0,1508.0,1829.0,1393.0,1.7675,61300.0,<1H OCEAN --118.08,33.76,26.0,1967.0,577.0,692.0,538.0,1.6111,54300.0,<1H OCEAN --118.08,33.76,26.0,996.0,364.0,366.0,313.0,1.2813,46700.0,<1H OCEAN --118.08,33.76,27.0,529.0,159.0,193.0,155.0,2.0952,71300.0,<1H OCEAN --118.09,33.77,27.0,2301.0,640.0,847.0,627.0,1.7208,67500.0,<1H OCEAN --118.0,33.76,26.0,1876.0,455.0,1499.0,436.0,2.925,176000.0,<1H OCEAN --118.01,33.75,30.0,3380.0,722.0,2269.0,652.0,4.525,186000.0,<1H OCEAN --118.0,33.75,26.0,1382.0,387.0,1977.0,368.0,2.7589,137500.0,<1H OCEAN --118.0,33.74,25.0,2767.0,346.0,1148.0,372.0,6.394,316700.0,<1H OCEAN --118.02,33.76,27.0,2905.0,587.0,1781.0,561.0,4.25,214800.0,<1H OCEAN --118.02,33.75,26.0,2989.0,479.0,1596.0,475.0,5.7157,231200.0,<1H OCEAN --118.03,33.76,25.0,4650.0,849.0,2503.0,790.0,5.742,221900.0,<1H OCEAN --118.04,33.76,16.0,2070.0,263.0,878.0,297.0,7.0879,338800.0,<1H OCEAN --118.04,33.75,16.0,3757.0,650.0,1291.0,614.0,5.2001,235600.0,<1H OCEAN --118.04,33.74,26.0,2532.0,421.0,1274.0,441.0,5.3559,235800.0,<1H OCEAN --118.02,33.74,26.0,3842.0,609.0,1961.0,595.0,6.128,248200.0,<1H OCEAN --118.02,33.73,26.0,3711.0,610.0,1902.0,597.0,5.5599,234100.0,<1H OCEAN --118.01,33.74,25.0,8110.0,1264.0,3613.0,1232.0,6.0609,264900.0,<1H OCEAN --117.98,33.75,24.0,3865.0,802.0,2670.0,772.0,3.8158,180000.0,<1H OCEAN --117.98,33.75,37.0,1264.0,274.0,783.0,273.0,3.3438,199600.0,<1H OCEAN --117.99,33.75,30.0,1859.0,462.0,1314.0,418.0,3.0909,184400.0,<1H OCEAN --117.98,33.74,29.0,3443.0,635.0,2257.0,620.0,4.7404,207500.0,<1H OCEAN --117.99,33.74,26.0,4065.0,741.0,1960.0,739.0,4.506,240000.0,<1H OCEAN --117.98,33.74,16.0,4636.0,908.0,2341.0,825.0,4.4261,304700.0,<1H OCEAN --117.99,33.73,17.0,5239.0,1045.0,2440.0,985.0,4.375,248100.0,<1H OCEAN --117.98,33.73,22.0,4232.0,624.0,2408.0,660.0,6.6539,284900.0,<1H OCEAN --117.99,33.77,29.0,1312.0,267.0,922.0,255.0,3.1902,202400.0,<1H OCEAN --117.98,33.76,28.0,3215.0,652.0,2066.0,636.0,4.0194,197400.0,<1H OCEAN --117.99,33.76,30.0,1572.0,362.0,1351.0,359.0,3.369,190900.0,<1H OCEAN --117.99,33.76,17.0,2545.0,737.0,1468.0,699.0,1.9439,177700.0,<1H OCEAN --117.99,33.75,22.0,3024.0,754.0,2357.0,743.0,3.3125,191800.0,<1H OCEAN --117.98,33.76,23.0,1553.0,518.0,1988.0,474.0,2.1375,150000.0,<1H OCEAN --117.98,33.76,24.0,1880.0,405.0,967.0,418.0,4.4545,192500.0,<1H OCEAN --117.98,33.75,27.0,2343.0,415.0,1537.0,426.0,5.1345,210600.0,<1H OCEAN --118.02,33.77,34.0,2115.0,352.0,1253.0,338.0,5.1507,207500.0,<1H OCEAN --118.02,33.77,33.0,2683.0,436.0,1520.0,456.0,5.0091,211500.0,<1H OCEAN --118.02,33.76,25.0,1759.0,404.0,1404.0,385.0,3.6289,195800.0,<1H OCEAN --118.01,33.77,33.0,1387.0,238.0,890.0,264.0,5.422,204100.0,<1H OCEAN --118.01,33.77,32.0,1771.0,296.0,995.0,272.0,5.8362,217500.0,<1H OCEAN --118.01,33.76,35.0,2072.0,349.0,1249.0,317.0,3.9855,191900.0,<1H OCEAN --118.01,33.76,26.0,2141.0,597.0,2038.0,585.0,2.2981,177700.0,<1H OCEAN --118.0,33.77,24.0,1324.0,267.0,687.0,264.0,3.4327,192800.0,<1H OCEAN --118.0,33.76,29.0,1982.0,503.0,1426.0,502.0,3.0263,194200.0,<1H OCEAN --118.0,33.77,28.0,2401.0,503.0,1155.0,456.0,3.5139,211700.0,<1H OCEAN --118.0,33.76,14.0,1120.0,319.0,982.0,307.0,2.9083,179200.0,<1H OCEAN --118.0,33.76,12.0,1250.0,331.0,1047.0,334.0,3.0625,208800.0,<1H OCEAN --118.03,33.77,21.0,3803.0,898.0,1511.0,829.0,3.0,221200.0,<1H OCEAN --118.02,33.77,7.0,586.0,118.0,232.0,107.0,5.2077,181300.0,<1H OCEAN --118.03,33.77,27.0,2000.0,310.0,880.0,294.0,5.635,218900.0,<1H OCEAN --118.03,33.77,24.0,3810.0,579.0,1818.0,590.0,5.8053,255900.0,<1H OCEAN --118.03,33.76,32.0,2980.0,494.0,1370.0,481.0,5.0866,223500.0,<1H OCEAN --118.04,33.76,25.0,4061.0,545.0,1623.0,527.0,7.1572,294900.0,<1H OCEAN --118.03,33.79,26.0,5321.0,889.0,2932.0,896.0,5.8914,237600.0,<1H OCEAN --118.03,33.79,32.0,3191.0,634.0,1718.0,611.0,4.1548,216600.0,<1H OCEAN --118.01,33.79,30.0,2460.0,403.0,1277.0,395.0,5.4372,223200.0,<1H OCEAN --118.02,33.78,28.0,3375.0,559.0,1754.0,554.0,5.5446,228900.0,<1H OCEAN --118.01,33.78,19.0,2648.0,478.0,1160.0,452.0,5.9357,207400.0,<1H OCEAN --118.03,33.78,26.0,2001.0,302.0,836.0,298.0,5.1061,257500.0,<1H OCEAN --118.01,33.78,26.0,2343.0,377.0,1166.0,373.0,6.0,233100.0,<1H OCEAN --118.03,33.78,25.0,3554.0,528.0,1600.0,537.0,6.6453,270100.0,<1H OCEAN --118.04,33.78,26.0,3642.0,557.0,1623.0,569.0,5.8426,259400.0,<1H OCEAN --118.04,33.78,25.0,3715.0,575.0,1640.0,572.0,5.7705,247100.0,<1H OCEAN --118.08,33.8,29.0,3675.0,613.0,1457.0,591.0,6.0553,369400.0,<1H OCEAN --118.07,33.8,34.0,3486.0,507.0,1311.0,503.0,7.1221,384500.0,<1H OCEAN --118.08,33.79,34.0,2840.0,395.0,1127.0,396.0,7.6144,376200.0,<1H OCEAN --118.09,33.78,26.0,2146.0,298.0,852.0,296.0,6.6137,342700.0,<1H OCEAN --118.07,33.79,34.0,2473.0,383.0,967.0,353.0,5.8283,362400.0,<1H OCEAN --118.09,33.79,31.0,4231.0,617.0,1694.0,623.0,6.6312,360100.0,<1H OCEAN --118.08,33.78,34.0,2287.0,347.0,1051.0,346.0,5.5767,372000.0,<1H OCEAN --118.08,33.78,30.0,2879.0,403.0,1109.0,414.0,6.9324,364700.0,<1H OCEAN --118.08,33.78,25.0,5321.0,967.0,1969.0,903.0,5.0102,340100.0,<1H OCEAN --118.02,33.79,23.0,6368.0,1030.0,3281.0,1001.0,6.1142,240400.0,<1H OCEAN --118.01,33.79,23.0,2663.0,430.0,1499.0,403.0,5.7837,258000.0,<1H OCEAN --118.02,33.8,24.0,84.0,14.0,32.0,8.0,5.875,193800.0,<1H OCEAN --118.02,33.8,16.0,2956.0,393.0,1379.0,429.0,8.4952,359600.0,<1H OCEAN --118.01,33.8,16.0,4021.0,701.0,1488.0,650.0,5.32,219500.0,<1H OCEAN --118.05,33.78,18.0,3414.0,434.0,1272.0,454.0,8.7015,390900.0,<1H OCEAN --118.05,33.78,25.0,3112.0,435.0,1098.0,401.0,6.0,353500.0,<1H OCEAN --118.05,33.78,25.0,2356.0,330.0,937.0,326.0,6.6264,359100.0,<1H OCEAN --118.06,33.78,22.0,4048.0,562.0,1637.0,541.0,7.3463,355600.0,<1H OCEAN --118.04,33.8,33.0,2685.0,466.0,1359.0,476.0,5.0261,245100.0,<1H OCEAN --118.06,33.8,21.0,2196.0,504.0,1215.0,477.0,4.8,196900.0,<1H OCEAN --118.07,33.79,26.0,4422.0,624.0,1936.0,625.0,6.4288,320700.0,<1H OCEAN --118.06,33.8,22.0,1892.0,442.0,1015.0,404.0,4.1379,212500.0,<1H OCEAN --118.06,33.8,20.0,1379.0,333.0,937.0,304.0,3.6217,195300.0,<1H OCEAN --118.07,33.8,17.0,2439.0,554.0,1161.0,532.0,3.6442,193100.0,<1H OCEAN --118.05,33.79,19.0,1863.0,355.0,1260.0,317.0,3.2465,277400.0,<1H OCEAN --118.04,33.84,21.0,6623.0,1204.0,3193.0,1129.0,4.5395,256000.0,<1H OCEAN --118.05,33.84,21.0,4890.0,653.0,2295.0,654.0,6.983,329700.0,<1H OCEAN --118.04,33.83,19.0,4526.0,830.0,2318.0,748.0,4.6681,320700.0,<1H OCEAN --118.04,33.82,26.0,4105.0,637.0,2072.0,648.0,5.844,273900.0,<1H OCEAN --118.04,33.83,20.0,1488.0,312.0,972.0,283.0,4.055,201900.0,<1H OCEAN --118.05,33.82,25.0,1548.0,279.0,732.0,265.0,5.123,159600.0,<1H OCEAN --118.06,33.82,25.0,2637.0,462.0,965.0,415.0,4.5833,190900.0,<1H OCEAN --118.06,33.81,25.0,3497.0,513.0,1839.0,544.0,5.4216,263000.0,<1H OCEAN --118.07,33.81,22.0,2711.0,352.0,1305.0,368.0,8.5407,398800.0,<1H OCEAN --118.07,33.8,22.0,1391.0,338.0,810.0,295.0,3.8792,218200.0,<1H OCEAN --118.08,33.81,21.0,1189.0,281.0,577.0,264.0,3.3155,237500.0,<1H OCEAN --118.03,33.82,17.0,1851.0,346.0,770.0,310.0,5.6093,244400.0,<1H OCEAN --118.03,33.82,17.0,2178.0,477.0,1077.0,457.0,3.6815,245300.0,<1H OCEAN --118.03,33.82,20.0,2662.0,464.0,1275.0,472.0,6.0162,318500.0,<1H OCEAN --118.02,33.82,19.0,2485.0,437.0,1286.0,431.0,4.7466,258300.0,<1H OCEAN --118.02,33.83,16.0,1139.0,328.0,665.0,290.0,3.2933,260000.0,<1H OCEAN --118.03,33.83,34.0,3203.0,653.0,2072.0,691.0,4.225,198400.0,<1H OCEAN --118.03,33.83,25.0,3030.0,532.0,1668.0,509.0,4.625,229600.0,<1H OCEAN --118.03,33.83,25.0,768.0,195.0,529.0,184.0,3.175,132800.0,<1H OCEAN --118.06,33.83,22.0,5290.0,1054.0,2812.0,1021.0,4.53,226400.0,<1H OCEAN --118.05,33.83,24.0,4316.0,678.0,2286.0,665.0,5.7018,286700.0,<1H OCEAN --118.06,33.83,21.0,3941.0,655.0,1897.0,670.0,4.88,343900.0,<1H OCEAN --118.05,33.82,21.0,2997.0,372.0,1323.0,372.0,8.6123,386700.0,<1H OCEAN --118.06,33.83,17.0,1973.0,516.0,1112.0,501.0,3.8512,163800.0,<1H OCEAN --118.06,33.82,24.0,3983.0,675.0,1568.0,638.0,4.6458,213400.0,<1H OCEAN --118.04,33.81,22.0,4057.0,624.0,2204.0,643.0,5.8527,241000.0,<1H OCEAN --118.04,33.81,27.0,2990.0,515.0,1849.0,497.0,5.6846,216100.0,<1H OCEAN --118.05,33.81,26.0,2523.0,437.0,1377.0,450.0,5.2542,234600.0,<1H OCEAN --118.03,33.81,26.0,3635.0,567.0,1779.0,543.0,5.7089,237400.0,<1H OCEAN --118.03,33.86,19.0,1795.0,328.0,1014.0,322.0,4.535,289300.0,<1H OCEAN --118.04,33.85,24.0,2233.0,347.0,1162.0,355.0,5.6094,279200.0,<1H OCEAN --118.04,33.85,23.0,3132.0,469.0,1646.0,478.0,5.777,315900.0,<1H OCEAN --118.05,33.85,25.0,2856.0,388.0,1212.0,362.0,6.1737,313100.0,<1H OCEAN --118.04,33.85,18.0,3628.0,546.0,1922.0,544.0,7.5057,328500.0,<1H OCEAN --118.03,33.85,16.0,1831.0,390.0,1347.0,389.0,3.8426,344400.0,<1H OCEAN --118.01,33.83,29.0,3963.0,772.0,2104.0,743.0,4.9803,208600.0,<1H OCEAN --118.01,33.84,29.0,3740.0,691.0,1724.0,638.0,3.9628,215600.0,<1H OCEAN --118.03,33.84,28.0,3857.0,857.0,2328.0,830.0,4.0156,196000.0,<1H OCEAN --118.02,33.83,26.0,3616.0,892.0,2257.0,821.0,3.1497,217600.0,<1H OCEAN --118.02,33.82,21.0,2052.0,456.0,1173.0,432.0,3.7885,204500.0,<1H OCEAN --118.01,33.82,10.0,3897.0,893.0,1992.0,693.0,4.1591,192300.0,<1H OCEAN --118.01,33.81,18.0,5238.0,1083.0,3032.0,1065.0,4.4583,190100.0,<1H OCEAN --118.02,33.81,34.0,3482.0,614.0,2227.0,641.0,5.1155,200900.0,<1H OCEAN --118.02,33.86,26.0,2342.0,383.0,1290.0,394.0,5.6677,220700.0,<1H OCEAN --118.02,33.85,31.0,1922.0,329.0,1030.0,353.0,5.3416,213000.0,<1H OCEAN --118.03,33.85,30.0,2320.0,448.0,1434.0,452.0,4.0865,203700.0,<1H OCEAN --118.03,33.85,23.0,5495.0,1141.0,2873.0,1004.0,3.9156,224100.0,<1H OCEAN --118.01,33.85,29.0,2064.0,447.0,1265.0,400.0,3.8864,209300.0,<1H OCEAN --118.01,33.85,29.0,3061.0,612.0,2396.0,640.0,4.6326,195200.0,<1H OCEAN --118.0,33.85,34.0,1078.0,205.0,575.0,206.0,4.5083,188000.0,<1H OCEAN --118.01,33.86,29.0,2307.0,452.0,1218.0,402.0,3.4306,194200.0,<1H OCEAN --118.01,33.84,28.0,4097.0,838.0,2112.0,803.0,4.5,202100.0,<1H OCEAN --118.01,33.84,35.0,4166.0,713.0,2354.0,709.0,5.1775,213400.0,<1H OCEAN --118.02,33.84,35.0,3473.0,563.0,2091.0,580.0,4.4821,214100.0,<1H OCEAN --118.03,33.84,30.0,4781.0,831.0,2568.0,797.0,5.4746,226400.0,<1H OCEAN --117.99,33.86,36.0,1138.0,228.0,725.0,219.0,3.4167,187200.0,<1H OCEAN --117.99,33.85,34.0,1948.0,306.0,957.0,304.0,4.9777,212600.0,<1H OCEAN --118.0,33.85,33.0,2053.0,418.0,1154.0,405.0,4.0455,197200.0,<1H OCEAN --118.0,33.86,32.0,1162.0,196.0,563.0,178.0,3.875,203000.0,<1H OCEAN --117.99,33.85,35.0,1661.0,272.0,949.0,276.0,5.2548,192600.0,<1H OCEAN --117.99,33.84,34.0,2079.0,343.0,1379.0,352.0,5.103,207000.0,<1H OCEAN --118.0,33.84,30.0,1549.0,325.0,885.0,299.0,4.0039,195100.0,<1H OCEAN --118.0,33.84,29.0,2641.0,637.0,2413.0,619.0,2.8169,165100.0,<1H OCEAN --118.01,33.87,25.0,6348.0,1615.0,4188.0,1497.0,3.139,185700.0,<1H OCEAN --117.99,33.86,20.0,3540.0,906.0,2898.0,876.0,3.0252,178000.0,<1H OCEAN --118.0,33.88,28.0,1624.0,289.0,755.0,280.0,4.7083,268100.0,<1H OCEAN --118.01,33.88,19.0,1434.0,391.0,1088.0,341.0,3.369,269600.0,<1H OCEAN --117.99,33.88,15.0,2298.0,567.0,1261.0,527.0,4.2422,159400.0,<1H OCEAN --117.99,33.88,42.0,1461.0,302.0,986.0,314.0,3.9559,161100.0,<1H OCEAN --118.0,33.88,18.0,2628.0,720.0,2276.0,649.0,2.735,170800.0,<1H OCEAN --117.99,33.87,16.0,1689.0,499.0,1260.0,453.0,3.1205,174000.0,<1H OCEAN --118.0,33.87,13.0,2086.0,544.0,1356.0,462.0,2.95,165600.0,<1H OCEAN --117.99,33.87,17.0,2334.0,537.0,1662.0,535.0,3.0147,217000.0,<1H OCEAN --117.99,33.87,34.0,1239.0,307.0,869.0,291.0,3.59,161900.0,<1H OCEAN --117.99,33.86,20.0,2303.0,612.0,1607.0,564.0,2.9,176100.0,<1H OCEAN --117.98,33.89,18.0,2939.0,437.0,1278.0,435.0,7.1425,393700.0,<1H OCEAN --117.99,33.88,25.0,3401.0,509.0,1503.0,498.0,6.6704,240600.0,<1H OCEAN --117.99,33.89,21.0,5195.0,1020.0,2539.0,988.0,4.5033,160500.0,<1H OCEAN --117.99,33.89,23.0,2111.0,306.0,979.0,288.0,8.5621,347800.0,<1H OCEAN --117.97,33.89,17.0,1851.0,344.0,764.0,339.0,5.1315,181800.0,<1H OCEAN --117.97,33.89,17.0,1740.0,445.0,1158.0,412.0,2.8649,137500.0,<1H OCEAN --117.97,33.88,9.0,1344.0,279.0,530.0,265.0,5.0731,185100.0,<1H OCEAN --117.97,33.88,11.0,1454.0,247.0,635.0,236.0,6.2427,218500.0,<1H OCEAN --117.97,33.89,15.0,3801.0,542.0,1992.0,526.0,9.0683,367400.0,<1H OCEAN --117.97,33.88,16.0,2003.0,300.0,1172.0,318.0,6.0394,321600.0,<1H OCEAN --117.97,33.89,14.0,923.0,136.0,420.0,130.0,10.2252,462800.0,<1H OCEAN --120.1,39.17,33.0,1849.0,384.0,218.0,92.0,1.7083,143800.0,INLAND --120.06,39.09,30.0,2979.0,583.0,316.0,124.0,2.1987,124000.0,INLAND --120.06,39.15,22.0,2213.0,372.0,98.0,42.0,1.1912,170000.0,INLAND --120.2,39.12,15.0,2146.0,361.0,197.0,76.0,4.1316,200000.0,INLAND --120.18,39.14,25.0,2171.0,386.0,248.0,116.0,3.0375,171900.0,INLAND --120.16,39.14,21.0,2484.0,460.0,309.0,144.0,3.9722,127800.0,INLAND --120.18,39.17,18.0,1703.0,360.0,354.0,163.0,3.6563,146900.0,INLAND --120.15,39.17,32.0,1684.0,359.0,454.0,209.0,2.9125,145800.0,INLAND --120.15,39.15,25.0,1669.0,348.0,163.0,78.0,5.75,176600.0,INLAND --120.15,39.2,14.0,1382.0,242.0,141.0,66.0,4.1016,283300.0,INLAND --120.12,39.18,17.0,2839.0,525.0,390.0,189.0,3.5667,179200.0,INLAND --120.1,39.19,18.0,3824.0,559.0,241.0,106.0,5.5456,360000.0,INLAND --120.1,39.19,17.0,1480.0,241.0,202.0,80.0,3.9375,213200.0,INLAND --120.1,39.2,20.0,1703.0,294.0,409.0,174.0,3.087,196900.0,INLAND --120.11,39.21,18.0,2245.0,392.0,421.0,162.0,4.5795,158300.0,INLAND --120.11,39.24,21.0,3005.0,574.0,385.0,150.0,3.1193,153300.0,INLAND --120.08,39.23,19.0,1746.0,306.0,251.0,104.0,4.8182,146900.0,INLAND --120.07,39.24,20.0,3729.0,614.0,365.0,152.0,4.962,169500.0,INLAND --120.06,39.25,21.0,2459.0,525.0,584.0,233.0,3.01,163500.0,INLAND --120.04,39.24,30.0,2369.0,469.0,510.0,213.0,2.65,123800.0,INLAND --120.04,39.27,24.0,2237.0,491.0,264.0,95.0,4.1364,154500.0,INLAND --120.02,39.24,24.0,1602.0,426.0,751.0,257.0,1.7609,99300.0,INLAND --120.02,39.24,22.0,2309.0,571.0,919.0,342.0,3.0057,93600.0,INLAND --120.02,39.24,32.0,1347.0,444.0,825.0,303.0,1.8269,225000.0,INLAND --120.01,39.26,26.0,1930.0,391.0,307.0,138.0,2.6023,139300.0,INLAND --120.91,38.98,13.0,7689.0,1415.0,3264.0,1198.0,3.653,146800.0,INLAND --120.81,39.02,30.0,806.0,189.0,326.0,146.0,2.8155,101000.0,INLAND --120.69,39.12,19.0,1048.0,262.0,493.0,184.0,2.2917,118200.0,INLAND --120.83,39.02,15.0,1117.0,242.0,551.0,229.0,2.6319,97700.0,INLAND --121.06,38.91,18.0,6501.0,1416.0,2954.0,1373.0,2.5373,143000.0,INLAND --121.08,38.9,27.0,3436.0,755.0,1568.0,709.0,2.4273,138400.0,INLAND --121.06,38.88,17.0,7635.0,1284.0,3096.0,1227.0,4.2917,184300.0,INLAND --121.08,38.89,41.0,3471.0,753.0,1680.0,710.0,2.6701,139000.0,INLAND --121.07,38.9,52.0,1280.0,281.0,523.0,266.0,1.7375,122200.0,INLAND --121.15,38.89,20.0,2024.0,313.0,879.0,309.0,5.2903,239400.0,INLAND --121.12,38.86,17.0,3949.0,717.0,1683.0,686.0,3.3802,216500.0,INLAND --121.13,38.87,48.0,1127.0,,530.0,186.0,3.0917,128100.0,INLAND --121.15,38.91,23.0,1654.0,299.0,787.0,299.0,4.2723,193100.0,INLAND --121.08,38.85,10.0,2509.0,422.0,1037.0,389.0,6.0,220100.0,INLAND --121.16,38.74,17.0,3353.0,463.0,1417.0,447.0,5.1721,237100.0,INLAND --121.14,38.77,15.0,10282.0,1333.0,3868.0,1300.0,6.4789,287800.0,INLAND --121.16,38.75,27.0,771.0,108.0,315.0,111.0,8.4882,276600.0,INLAND --121.14,38.84,22.0,2750.0,433.0,1161.0,428.0,4.2143,236500.0,INLAND --121.14,38.82,22.0,1816.0,278.0,832.0,278.0,5.07,233000.0,INLAND --121.15,38.8,20.0,2104.0,370.0,745.0,314.0,4.1685,217500.0,INLAND --121.18,38.78,13.0,3480.0,528.0,1432.0,532.0,6.1642,277800.0,INLAND --121.18,38.8,18.0,2541.0,414.0,1276.0,405.0,5.1857,220100.0,INLAND --121.21,38.76,16.0,1608.0,296.0,792.0,286.0,3.1583,239200.0,INLAND --121.21,38.75,11.0,4552.0,639.0,2006.0,623.0,4.3962,264400.0,INLAND --121.17,38.76,14.0,2028.0,255.0,781.0,251.0,6.5322,394000.0,INLAND --121.2,38.73,11.0,4897.0,636.0,1931.0,616.0,7.7499,334800.0,INLAND --121.18,38.73,16.0,1584.0,264.0,613.0,226.0,6.0302,273100.0,INLAND --121.18,38.75,16.0,2807.0,459.0,1201.0,429.0,4.7941,247600.0,INLAND --121.24,38.75,5.0,9137.0,1368.0,3667.0,1294.0,5.4896,229600.0,INLAND --121.24,38.72,12.0,3605.0,576.0,1556.0,549.0,4.9,203700.0,INLAND --121.27,38.74,19.0,3869.0,887.0,2086.0,685.0,2.6065,154900.0,INLAND --121.26,38.73,14.0,3323.0,499.0,1527.0,540.0,5.3451,172100.0,INLAND --121.26,38.74,22.0,7173.0,1314.0,3526.0,1316.0,3.3941,135900.0,INLAND --121.28,38.73,6.0,4223.0,672.0,1747.0,631.0,5.419,267400.0,INLAND --121.27,38.72,6.0,4664.0,644.0,2105.0,663.0,6.0804,198700.0,INLAND --121.25,38.72,10.0,7277.0,1168.0,3507.0,1131.0,4.485,179400.0,INLAND --121.27,38.75,21.0,4812.0,1117.0,1985.0,1045.0,2.5083,128500.0,INLAND --121.28,38.74,33.0,4384.0,778.0,1775.0,789.0,4.05,134700.0,INLAND --121.3,38.73,9.0,5558.0,1099.0,2717.0,1043.0,3.6455,139200.0,INLAND --121.36,38.73,21.0,2253.0,416.0,1050.0,411.0,3.141,220100.0,INLAND --121.32,38.74,14.0,1449.0,228.0,670.0,232.0,4.3897,186300.0,INLAND --121.31,38.75,7.0,4185.0,750.0,2147.0,706.0,4.0519,129200.0,INLAND --121.3,38.75,36.0,3903.0,885.0,2313.0,804.0,2.655,86300.0,INLAND --121.28,38.75,52.0,493.0,89.0,189.0,94.0,2.108,83800.0,INLAND --121.3,38.74,41.0,4374.0,1039.0,2387.0,959.0,2.3611,87900.0,INLAND --121.33,38.77,3.0,20214.0,3559.0,8361.0,3112.0,4.2259,169300.0,INLAND --121.28,38.76,47.0,2901.0,631.0,1276.0,578.0,2.1366,101900.0,INLAND --121.27,38.75,43.0,1292.0,307.0,647.0,249.0,2.7188,85300.0,INLAND --121.29,38.76,12.0,1198.0,174.0,443.0,170.0,6.0097,187500.0,INLAND --121.28,38.77,6.0,3819.0,550.0,1738.0,587.0,5.8718,201400.0,INLAND --121.28,38.8,7.0,9003.0,1739.0,4445.0,1591.0,3.816,147900.0,INLAND --121.24,38.78,11.0,1851.0,352.0,1049.0,369.0,3.5288,141100.0,INLAND --121.24,38.78,18.0,549.0,143.0,249.0,136.0,0.8691,136500.0,INLAND --121.23,38.78,13.0,3813.0,871.0,1513.0,783.0,2.0807,142600.0,INLAND --121.22,38.78,8.0,3418.0,514.0,1312.0,409.0,6.3914,218000.0,INLAND --121.24,38.82,5.0,12259.0,1643.0,4819.0,1582.0,5.4498,217300.0,INLAND --121.25,38.8,14.0,5094.0,729.0,1974.0,705.0,5.5205,188700.0,INLAND --121.24,38.79,15.0,2615.0,485.0,1063.0,428.0,3.7904,173200.0,INLAND --121.24,38.79,23.0,1419.0,261.0,706.0,269.0,3.1875,110200.0,INLAND --121.23,38.79,45.0,907.0,176.0,463.0,190.0,2.2292,92000.0,INLAND --121.22,38.8,11.0,2521.0,521.0,1390.0,477.0,3.5265,124800.0,INLAND --121.19,38.87,20.0,3118.0,500.0,1405.0,519.0,6.0,209400.0,INLAND --121.21,38.83,21.0,3691.0,640.0,1758.0,603.0,3.5607,151900.0,INLAND --121.19,38.85,8.0,4114.0,710.0,2268.0,716.0,4.4085,139400.0,INLAND --121.18,38.83,15.0,4488.0,859.0,2114.0,805.0,2.9484,124400.0,INLAND --121.39,38.85,19.0,3568.0,646.0,1714.0,590.0,4.0862,162700.0,INLAND --121.3,39.0,16.0,3155.0,541.0,1630.0,540.0,4.0282,126400.0,INLAND --121.31,38.97,16.0,1210.0,228.0,726.0,222.0,2.7083,82100.0,INLAND --121.22,38.92,19.0,2531.0,461.0,1206.0,429.0,4.4958,192600.0,INLAND --121.27,38.87,16.0,2094.0,358.0,1092.0,357.0,4.4769,191400.0,INLAND --121.29,38.9,45.0,2019.0,394.0,1104.0,407.0,3.1691,108700.0,INLAND --121.28,38.9,31.0,1297.0,259.0,765.0,240.0,2.7656,93600.0,INLAND --121.29,38.89,10.0,653.0,120.0,407.0,146.0,3.3889,110800.0,INLAND --121.3,38.89,23.0,1750.0,297.0,1012.0,315.0,3.4706,99300.0,INLAND --121.3,38.89,45.0,1529.0,317.0,793.0,281.0,2.9866,91300.0,INLAND --121.32,38.89,9.0,5927.0,1269.0,3369.0,1176.0,2.8194,111300.0,INLAND --121.14,38.92,16.0,2069.0,312.0,889.0,299.0,4.6771,212000.0,INLAND --121.1,38.92,21.0,4064.0,871.0,1847.0,859.0,3.0321,135500.0,INLAND --121.11,38.91,24.0,2558.0,423.0,1149.0,403.0,4.0679,190500.0,INLAND --121.1,38.94,42.0,410.0,117.0,706.0,112.0,1.0179,125000.0,INLAND --121.07,38.92,15.0,5301.0,884.0,2335.0,831.0,4.515,164000.0,INLAND --121.05,38.92,34.0,2144.0,372.0,899.0,378.0,3.3021,158800.0,INLAND --121.15,39.0,15.0,4145.0,691.0,1872.0,680.0,4.3553,220600.0,INLAND --121.19,38.95,16.0,2544.0,431.0,1199.0,412.0,4.5129,196300.0,INLAND --121.11,38.95,14.0,3888.0,890.0,1830.0,844.0,1.8238,158600.0,INLAND --121.1,38.95,17.0,1475.0,403.0,943.0,363.0,2.1287,55300.0,INLAND --121.06,38.98,14.0,2267.0,355.0,1140.0,369.0,4.7019,212800.0,INLAND --121.05,38.97,12.0,3676.0,550.0,1572.0,510.0,4.8214,201900.0,INLAND --121.09,38.97,13.0,1467.0,221.0,688.0,231.0,5.2536,191900.0,INLAND --121.1,39.0,16.0,1106.0,195.0,505.0,187.0,5.0126,192300.0,INLAND --121.08,38.95,18.0,1931.0,380.0,1271.0,377.0,2.7463,156100.0,INLAND --121.08,38.93,14.0,4239.0,824.0,1729.0,794.0,2.4278,167700.0,INLAND --121.07,38.94,14.0,1710.0,294.0,839.0,297.0,4.7143,150700.0,INLAND --121.04,38.95,22.0,1931.0,445.0,1009.0,407.0,2.75,153200.0,INLAND --120.99,39.04,17.0,2289.0,450.0,1182.0,397.0,2.3696,166800.0,INLAND --120.98,38.99,17.0,3403.0,661.0,1540.0,622.0,3.6354,162900.0,INLAND --121.04,39.0,21.0,4059.0,730.0,1874.0,693.0,4.8051,174300.0,INLAND --121.02,39.01,17.0,4786.0,799.0,2066.0,770.0,3.9734,185400.0,INLAND --121.0,39.0,4.0,170.0,23.0,93.0,27.0,10.9891,312500.0,INLAND --120.87,39.18,25.0,2691.0,598.0,964.0,373.0,3.9196,142700.0,INLAND --120.87,39.15,17.0,1819.0,389.0,736.0,283.0,2.8603,128900.0,INLAND --120.58,39.27,15.0,4126.0,903.0,723.0,266.0,3.0147,118800.0,INLAND --120.33,39.3,16.0,868.0,178.0,44.0,21.0,3.0,175000.0,INLAND --120.18,39.28,14.0,10098.0,1545.0,701.0,254.0,4.0819,141300.0,INLAND --120.22,39.2,22.0,8259.0,1409.0,845.0,353.0,3.3699,244000.0,INLAND --120.96,39.12,24.0,2069.0,436.0,909.0,374.0,2.5326,139100.0,INLAND --120.98,39.08,20.0,4570.0,906.0,2125.0,815.0,3.0403,148000.0,INLAND --120.94,39.05,8.0,3758.0,717.0,1744.0,661.0,3.1972,151500.0,INLAND --120.98,39.93,25.0,2220.0,511.0,912.0,449.0,1.8914,87800.0,INLAND --120.95,39.93,26.0,2023.0,385.0,922.0,365.0,2.8125,83500.0,INLAND --120.93,39.9,20.0,1511.0,328.0,791.0,320.0,2.0221,70900.0,INLAND --120.9,39.93,23.0,2679.0,546.0,1424.0,529.0,2.8812,81900.0,INLAND --120.9,39.95,20.0,1349.0,238.0,601.0,203.0,3.5417,96600.0,INLAND --120.93,39.96,15.0,1666.0,351.0,816.0,316.0,2.9559,118800.0,INLAND --120.92,40.02,35.0,383.0,92.0,202.0,72.0,2.6458,102500.0,INLAND --120.74,39.9,23.0,1017.0,218.0,387.0,152.0,2.2656,88200.0,INLAND --120.57,39.78,15.0,1291.0,283.0,582.0,242.0,2.1216,102000.0,INLAND --120.66,39.72,15.0,3763.0,784.0,717.0,348.0,2.2019,130500.0,INLAND --120.74,39.82,9.0,1955.0,398.0,294.0,122.0,3.9583,126500.0,INLAND --121.0,39.75,8.0,1116.0,214.0,27.0,39.0,2.5893,83000.0,INLAND --121.14,39.86,16.0,2534.0,557.0,638.0,244.0,2.2101,88800.0,INLAND --120.53,39.79,18.0,1234.0,266.0,543.0,201.0,2.5156,71900.0,INLAND --120.48,39.78,11.0,513.0,104.0,204.0,86.0,2.375,100000.0,INLAND --120.45,39.8,47.0,2149.0,456.0,965.0,419.0,1.7829,55900.0,INLAND --120.46,39.83,18.0,3406.0,673.0,1567.0,617.0,2.2717,75900.0,INLAND --120.38,39.82,10.0,1262.0,258.0,510.0,209.0,2.1667,92800.0,INLAND --120.15,39.8,19.0,785.0,151.0,366.0,140.0,3.0625,82500.0,INLAND --120.94,40.17,22.0,1334.0,261.0,597.0,222.0,2.2132,89200.0,INLAND --120.91,40.08,24.0,1629.0,313.0,641.0,274.0,2.2067,69600.0,INLAND --120.94,40.14,31.0,3127.0,664.0,1345.0,580.0,1.5774,58000.0,INLAND --121.23,40.01,38.0,725.0,190.0,219.0,115.0,1.625,75000.0,INLAND --120.71,40.13,19.0,897.0,180.0,276.0,110.0,2.9554,89400.0,INLAND --121.25,40.27,25.0,958.0,245.0,28.0,16.0,2.625,67500.0,INLAND --121.24,40.31,36.0,1597.0,301.0,632.0,262.0,3.5962,93600.0,INLAND --121.23,40.29,21.0,3229.0,667.0,1501.0,582.0,2.1524,77100.0,INLAND --121.19,40.23,10.0,1572.0,232.0,247.0,104.0,5.8453,193800.0,INLAND --121.08,40.19,11.0,919.0,199.0,69.0,43.0,1.6944,137500.0,INLAND --121.06,40.23,23.0,1127.0,225.0,215.0,85.0,3.4844,143800.0,INLAND --121.09,40.3,15.0,1717.0,336.0,501.0,206.0,3.6477,113400.0,INLAND --121.14,40.29,17.0,1944.0,394.0,384.0,172.0,1.6875,111500.0,INLAND --121.15,40.25,14.0,5156.0,880.0,616.0,281.0,3.3462,145200.0,INLAND --117.35,34.0,38.0,1214.0,254.0,723.0,236.0,2.5469,87800.0,INLAND --117.36,33.99,42.0,1178.0,261.0,804.0,283.0,2.9688,92900.0,INLAND --117.37,34.0,36.0,730.0,155.0,476.0,142.0,2.4306,88900.0,INLAND --117.37,34.0,41.0,1248.0,278.0,770.0,250.0,3.025,90600.0,INLAND --117.36,34.0,19.0,4592.0,895.0,2769.0,838.0,3.3622,105100.0,INLAND --117.37,34.01,15.0,1386.0,247.0,703.0,185.0,3.6415,124200.0,INLAND --117.38,34.0,45.0,2881.0,514.0,1470.0,515.0,3.3687,123800.0,INLAND --117.38,33.99,52.0,1797.0,332.0,905.0,313.0,2.7054,141700.0,INLAND --117.38,33.98,52.0,2274.0,571.0,1167.0,504.0,2.0284,101600.0,INLAND --117.39,33.98,37.0,2337.0,452.0,948.0,437.0,3.145,169100.0,INLAND --117.41,33.97,24.0,950.0,183.0,383.0,182.0,3.0694,125000.0,INLAND --117.37,33.98,43.0,2862.0,772.0,1878.0,675.0,2.1151,96700.0,INLAND --117.38,33.97,29.0,1157.0,297.0,2027.0,253.0,1.6389,155000.0,INLAND --117.38,33.98,10.0,642.0,176.0,462.0,186.0,2.1528,162500.0,INLAND --117.37,33.98,27.0,1342.0,547.0,844.0,484.0,1.1194,95800.0,INLAND --117.37,33.99,44.0,917.0,224.0,666.0,220.0,1.685,114200.0,INLAND --117.36,33.98,46.0,1680.0,453.0,1570.0,435.0,2.0436,82300.0,INLAND --117.37,33.97,34.0,3676.0,697.0,2653.0,682.0,2.5804,92400.0,INLAND --117.37,33.97,38.0,1156.0,241.0,877.0,200.0,1.4514,79900.0,INLAND --117.37,33.97,40.0,1166.0,250.0,976.0,244.0,1.95,84800.0,INLAND --117.37,33.98,52.0,201.0,44.0,130.0,24.0,2.025,125000.0,INLAND --117.35,33.99,45.0,131.0,28.0,89.0,31.0,2.6071,112500.0,INLAND --117.35,33.98,31.0,4163.0,1242.0,3928.0,1076.0,1.6943,85900.0,INLAND --117.35,33.97,27.0,3960.0,886.0,2807.0,838.0,3.024,122500.0,INLAND --117.36,33.97,32.0,1625.0,335.0,1212.0,327.0,2.7596,82200.0,INLAND --117.36,33.98,33.0,2070.0,469.0,1851.0,467.0,2.4667,80700.0,INLAND --117.37,33.96,33.0,3974.0,548.0,1398.0,528.0,7.2519,216600.0,INLAND --117.35,33.96,25.0,2396.0,316.0,951.0,314.0,8.2405,235200.0,INLAND --117.35,33.95,28.0,1650.0,210.0,557.0,211.0,7.6632,204800.0,INLAND --117.37,33.94,14.0,9286.0,1269.0,3565.0,1238.0,6.6635,219600.0,INLAND --117.36,33.92,7.0,9376.0,1181.0,3570.0,1107.0,8.5326,315200.0,INLAND --117.39,33.97,52.0,3307.0,553.0,1269.0,529.0,4.3176,136200.0,INLAND --117.38,33.97,30.0,2953.0,703.0,1406.0,580.0,2.6895,150000.0,INLAND --117.39,33.96,52.0,1992.0,345.0,948.0,358.0,3.2917,129300.0,INLAND --117.4,33.96,51.0,1806.0,322.0,709.0,298.0,3.575,125500.0,INLAND --117.39,33.97,48.0,1915.0,348.0,1060.0,376.0,3.4044,117900.0,INLAND --117.4,33.97,38.0,1383.0,238.0,649.0,232.0,5.0194,148900.0,INLAND --117.4,33.97,41.0,1707.0,276.0,660.0,269.0,3.8618,134800.0,INLAND --117.41,33.96,32.0,2837.0,617.0,1393.0,595.0,2.3798,118800.0,INLAND --117.41,33.96,24.0,4481.0,901.0,2398.0,823.0,3.864,123400.0,INLAND --117.41,33.97,34.0,2316.0,365.0,956.0,389.0,4.337,157800.0,INLAND --117.44,33.96,29.0,124.0,22.0,50.0,18.0,12.5381,112500.0,INLAND --117.43,33.96,28.0,3747.0,651.0,2399.0,646.0,3.8682,116500.0,INLAND --117.44,33.95,31.0,914.0,177.0,556.0,161.0,3.7344,115300.0,INLAND --117.4,33.95,46.0,2189.0,423.0,866.0,389.0,3.1384,111500.0,INLAND --117.4,33.95,32.0,1979.0,491.0,954.0,444.0,2.4408,117300.0,INLAND --117.41,33.95,37.0,1586.0,283.0,675.0,305.0,2.9583,132100.0,INLAND --117.41,33.95,37.0,1462.0,257.0,849.0,287.0,3.0542,123900.0,INLAND --117.42,33.95,32.0,4251.0,848.0,2494.0,798.0,2.8173,110800.0,INLAND --117.42,33.96,33.0,2275.0,469.0,1691.0,459.0,2.7452,98100.0,INLAND --117.41,33.96,27.0,2341.0,418.0,1272.0,415.0,3.0208,112700.0,INLAND --117.38,33.96,30.0,3153.0,623.0,1544.0,575.0,3.4491,133800.0,INLAND --117.39,33.95,36.0,1380.0,269.0,598.0,262.0,3.1667,122900.0,INLAND --117.39,33.95,35.0,1599.0,284.0,721.0,287.0,4.125,120700.0,INLAND --117.4,33.95,43.0,633.0,166.0,292.0,135.0,1.1601,121400.0,INLAND --117.39,33.96,49.0,2527.0,461.0,1344.0,451.0,4.0833,114400.0,INLAND --117.37,33.95,32.0,2215.0,351.0,771.0,311.0,4.3542,142600.0,INLAND --117.37,33.94,20.0,1682.0,296.0,706.0,291.0,4.0966,140100.0,INLAND --117.38,33.94,21.0,2468.0,380.0,1164.0,385.0,4.0625,136800.0,INLAND --117.39,33.93,26.0,3014.0,494.0,1832.0,485.0,4.8333,127900.0,INLAND --117.39,33.95,35.0,3306.0,680.0,1742.0,673.0,3.7109,109100.0,INLAND --117.4,33.94,30.0,1198.0,251.0,1019.0,214.0,3.0509,82700.0,INLAND --117.4,33.93,35.0,1468.0,298.0,1168.0,261.0,2.2222,81300.0,INLAND --117.41,33.93,35.0,793.0,150.0,669.0,128.0,4.0156,89300.0,INLAND --117.4,33.94,37.0,987.0,187.0,551.0,191.0,3.5865,112000.0,INLAND --117.4,33.94,42.0,943.0,171.0,466.0,203.0,3.1458,116000.0,INLAND --117.41,33.94,33.0,2074.0,476.0,911.0,420.0,2.87,117600.0,INLAND --117.41,33.94,29.0,3181.0,714.0,1603.0,706.0,3.25,112500.0,INLAND --117.42,33.93,32.0,2885.0,595.0,1509.0,590.0,3.1795,125600.0,INLAND --117.41,33.94,22.0,4179.0,1081.0,2096.0,1013.0,2.4435,118500.0,INLAND --117.42,33.94,26.0,2420.0,532.0,1383.0,469.0,3.5403,113500.0,INLAND --117.42,33.94,35.0,1764.0,325.0,1094.0,353.0,4.1528,113900.0,INLAND --117.43,33.95,36.0,2284.0,444.0,1425.0,405.0,4.0526,104500.0,INLAND --117.43,33.93,36.0,2386.0,396.0,1176.0,374.0,4.5122,113300.0,INLAND --117.43,33.93,15.0,4836.0,1368.0,3012.0,1240.0,2.1865,129300.0,INLAND --117.43,33.93,31.0,1273.0,262.0,686.0,254.0,2.4922,109400.0,INLAND --117.44,33.93,34.0,1577.0,272.0,880.0,284.0,4.6327,116000.0,INLAND --117.45,33.94,12.0,3539.0,869.0,1987.0,859.0,2.1023,103700.0,INLAND --117.44,33.94,32.0,2349.0,452.0,1479.0,425.0,3.9118,114100.0,INLAND --117.44,33.94,30.0,2992.0,516.0,1521.0,507.0,3.9128,126900.0,INLAND --117.44,33.94,32.0,1814.0,320.0,903.0,306.0,4.1776,118700.0,INLAND --117.44,33.93,33.0,1371.0,236.0,715.0,227.0,4.375,129900.0,INLAND --117.45,33.93,20.0,5998.0,1320.0,3185.0,1199.0,3.2731,113900.0,INLAND --117.44,33.92,33.0,2433.0,525.0,1466.0,517.0,3.0437,110800.0,INLAND --117.45,33.91,29.0,2320.0,422.0,1358.0,415.0,3.7333,121400.0,INLAND --117.45,33.92,35.0,2552.0,588.0,1840.0,551.0,2.2548,113300.0,INLAND --117.39,33.92,25.0,2886.0,583.0,2327.0,577.0,2.3851,113700.0,INLAND --117.4,33.9,32.0,1263.0,178.0,508.0,180.0,3.6667,314100.0,INLAND --117.44,33.9,23.0,4487.0,754.0,2609.0,778.0,4.2788,148700.0,INLAND --117.43,33.91,15.0,14281.0,2511.0,7540.0,2245.0,4.3222,138000.0,INLAND --117.42,33.89,4.0,80.0,10.0,55.0,13.0,7.7197,193800.0,INLAND --117.4,34.01,25.0,1858.0,366.0,1311.0,331.0,2.7083,87800.0,INLAND --117.41,34.01,34.0,1231.0,216.0,841.0,199.0,2.6442,92000.0,INLAND --117.43,34.02,33.0,3084.0,570.0,1753.0,449.0,3.05,97800.0,INLAND --117.42,34.02,9.0,5455.0,882.0,3015.0,858.0,4.2321,162800.0,INLAND --117.4,34.0,24.0,2316.0,599.0,1829.0,532.0,1.6955,86800.0,INLAND --117.4,34.0,31.0,1192.0,307.0,1013.0,283.0,2.0742,76200.0,INLAND --117.41,34.0,38.0,2228.0,571.0,1697.0,530.0,1.9052,83400.0,INLAND --117.43,33.98,21.0,2634.0,421.0,1376.0,406.0,4.2589,152200.0,INLAND --117.42,33.98,16.0,10072.0,2043.0,5913.0,1909.0,3.0606,119500.0,INLAND --117.45,34.01,26.0,3042.0,598.0,1720.0,551.0,2.76,95200.0,INLAND --117.43,34.01,34.0,2101.0,426.0,1150.0,377.0,3.0909,98300.0,INLAND --117.41,34.0,26.0,2372.0,621.0,1647.0,612.0,1.4719,88600.0,INLAND --117.42,34.0,32.0,1617.0,346.0,1153.0,385.0,3.016,96600.0,INLAND --117.43,33.99,18.0,3307.0,547.0,1738.0,457.0,4.566,116900.0,INLAND --117.44,33.99,12.0,9966.0,1517.0,5008.0,1492.0,4.5625,171300.0,INLAND --117.5,34.0,15.0,1929.0,317.0,1237.0,316.0,4.4063,128500.0,INLAND --117.49,33.99,21.0,2050.0,392.0,1153.0,336.0,4.84,116400.0,INLAND --117.48,33.98,20.0,2451.0,475.0,1785.0,456.0,3.3966,115000.0,INLAND --117.49,33.98,17.0,2727.0,462.0,1691.0,448.0,4.8371,160600.0,INLAND --117.5,33.98,21.0,2394.0,416.0,1291.0,381.0,4.2099,138700.0,INLAND --117.47,33.98,8.0,12106.0,1913.0,5810.0,1717.0,4.9886,158100.0,INLAND --117.48,34.01,23.0,2000.0,376.0,1361.0,388.0,4.369,121100.0,INLAND --117.49,34.02,35.0,2051.0,427.0,1466.0,425.0,3.6711,108200.0,INLAND --117.49,34.02,21.0,3736.0,738.0,2021.0,640.0,4.4545,142400.0,INLAND --117.51,34.02,24.0,7779.0,1835.0,3996.0,1765.0,2.1764,135300.0,INLAND --117.48,34.0,12.0,6751.0,1153.0,3266.0,1134.0,3.8529,145500.0,INLAND --117.51,34.0,36.0,3791.0,746.0,2258.0,672.0,3.2067,124700.0,INLAND --117.52,33.99,14.0,13562.0,2057.0,7600.0,2086.0,5.2759,182900.0,INLAND --117.53,33.97,34.0,1293.0,215.0,774.0,217.0,3.8906,141000.0,INLAND --117.53,33.97,29.0,1430.0,273.0,872.0,283.0,4.0833,141000.0,INLAND --117.51,33.97,35.0,352.0,62.0,184.0,57.0,3.6691,137500.0,INLAND --117.53,34.02,19.0,256.0,34.0,101.0,28.0,5.3269,375000.0,INLAND --117.6,33.94,26.0,2925.0,575.0,1921.0,501.0,3.1859,153100.0,INLAND --117.55,34.0,17.0,3583.0,700.0,1587.0,719.0,2.6979,75000.0,INLAND --117.53,33.94,21.0,5675.0,935.0,2834.0,865.0,4.2263,203200.0,INLAND --117.55,33.94,30.0,5398.0,926.0,2672.0,864.0,4.4762,163900.0,INLAND --117.56,33.94,29.0,266.0,42.0,136.0,40.0,1.625,164300.0,INLAND --117.56,33.94,6.0,575.0,73.0,318.0,88.0,7.0215,257100.0,INLAND --117.57,33.93,3.0,1240.0,151.0,519.0,146.0,7.5408,271900.0,INLAND --117.55,33.95,17.0,3196.0,444.0,1581.0,462.0,5.9333,229400.0,INLAND --117.59,33.91,7.0,10223.0,1491.0,5205.0,1509.0,5.4872,203400.0,INLAND --117.57,33.9,7.0,3797.0,850.0,2369.0,720.0,3.5525,137600.0,INLAND --117.56,33.89,16.0,693.0,185.0,365.0,176.0,2.3417,191700.0,INLAND --117.55,33.89,25.0,2999.0,439.0,1396.0,458.0,5.6973,164800.0,INLAND --117.52,33.89,2.0,17978.0,3217.0,7305.0,2463.0,5.1695,220800.0,INLAND --117.6,33.91,15.0,1864.0,271.0,1006.0,288.0,7.2379,251000.0,INLAND --117.55,33.93,25.0,5187.0,934.0,2725.0,860.0,4.1865,154300.0,INLAND --117.55,33.92,24.0,2807.0,501.0,1653.0,509.0,4.8167,163300.0,INLAND --117.55,33.9,21.0,1839.0,324.0,871.0,307.0,3.4459,198800.0,INLAND --117.53,33.92,12.0,2290.0,319.0,728.0,228.0,6.1561,233500.0,INLAND --117.58,33.92,16.0,4157.0,586.0,2036.0,594.0,6.155,246400.0,INLAND --117.57,33.91,22.0,2620.0,396.0,1324.0,362.0,5.3735,214600.0,INLAND --117.59,33.93,17.0,338.0,47.0,200.0,46.0,7.8118,244200.0,INLAND --117.5,33.93,19.0,4741.0,835.0,2903.0,796.0,4.3723,135600.0,INLAND --117.49,33.91,17.0,5364.0,1020.0,3754.0,936.0,3.2857,139100.0,INLAND --117.5,33.92,31.0,2529.0,513.0,1504.0,426.0,2.9821,115600.0,INLAND --117.5,33.92,28.0,2101.0,337.0,1061.0,348.0,4.55,146800.0,INLAND --117.51,33.95,12.0,9016.0,1486.0,4285.0,1457.0,4.9984,169100.0,INLAND --117.46,33.95,34.0,1565.0,296.0,1142.0,328.0,3.6979,99600.0,INLAND --117.47,33.95,15.0,6248.0,1249.0,3795.0,1128.0,4.1264,124600.0,INLAND --117.5,33.96,12.0,7923.0,1470.0,4861.0,1385.0,4.2985,139200.0,INLAND --117.5,33.95,29.0,932.0,153.0,711.0,172.0,4.8214,143400.0,INLAND --117.46,33.94,26.0,2481.0,620.0,2411.0,552.0,1.7059,85800.0,INLAND --117.47,33.94,34.0,559.0,139.0,532.0,137.0,3.0687,88500.0,INLAND --117.48,33.94,19.0,1891.0,465.0,1693.0,416.0,2.7813,112900.0,INLAND --117.48,33.94,29.0,1625.0,336.0,1046.0,320.0,3.1985,117300.0,INLAND --117.49,33.94,28.0,2787.0,490.0,1684.0,467.0,4.0256,127100.0,INLAND --117.46,33.93,16.0,4112.0,880.0,2821.0,857.0,3.0122,114700.0,INLAND --117.46,33.93,19.0,4780.0,861.0,3043.0,766.0,3.7431,132800.0,INLAND --117.46,33.92,21.0,713.0,142.0,476.0,142.0,3.5208,121100.0,INLAND --117.47,33.93,33.0,919.0,208.0,724.0,235.0,3.4028,110500.0,INLAND --117.47,33.94,34.0,2086.0,417.0,1501.0,395.0,3.2311,105600.0,INLAND --117.46,33.94,35.0,1566.0,294.0,1056.0,279.0,3.5227,105400.0,INLAND --117.48,33.93,31.0,2191.0,459.0,1564.0,450.0,2.6776,122000.0,INLAND --117.47,33.92,18.0,3869.0,773.0,2500.0,726.0,3.6583,126100.0,INLAND --117.49,33.93,26.0,2970.0,576.0,2156.0,558.0,3.9522,124600.0,INLAND --117.47,33.91,21.0,3491.0,760.0,1920.0,669.0,2.2241,127300.0,INLAND --117.46,33.9,10.0,9738.0,2130.0,4936.0,1840.0,3.3187,144800.0,INLAND --117.48,33.89,14.0,10395.0,1799.0,6295.0,1855.0,4.7295,149900.0,INLAND --117.49,33.9,7.0,10235.0,2238.0,5271.0,2094.0,3.6071,159100.0,INLAND --117.48,33.91,22.0,3611.0,666.0,1869.0,649.0,4.2207,141100.0,INLAND --117.44,33.88,5.0,2589.0,351.0,1109.0,360.0,6.8089,334100.0,INLAND --117.51,33.89,16.0,5418.0,1005.0,2690.0,1088.0,4.0556,158000.0,INLAND --117.51,33.88,24.0,3044.0,602.0,2541.0,564.0,4.131,123800.0,INLAND --117.52,33.88,21.0,722.0,178.0,770.0,165.0,2.5656,102500.0,INLAND --117.53,33.88,22.0,2855.0,667.0,2453.0,624.0,3.1312,91000.0,INLAND --117.5,33.87,4.0,6755.0,1017.0,2866.0,850.0,5.0493,239800.0,INLAND --117.56,33.88,36.0,838.0,210.0,722.0,180.0,2.4861,96200.0,INLAND --117.58,33.89,14.0,1731.0,404.0,1269.0,351.0,2.3654,107900.0,INLAND --117.55,33.88,19.0,2472.0,618.0,2143.0,610.0,2.2372,108800.0,INLAND --117.57,33.87,33.0,2076.0,517.0,1374.0,480.0,2.2197,138200.0,INLAND --117.56,33.88,40.0,1196.0,294.0,1052.0,258.0,2.0682,113000.0,INLAND --117.57,33.88,35.0,1755.0,446.0,1453.0,428.0,2.316,119400.0,INLAND --117.57,33.88,39.0,679.0,164.0,769.0,179.0,2.3036,110600.0,INLAND --117.58,33.87,42.0,765.0,171.0,590.0,177.0,1.6875,113500.0,INLAND --117.59,33.88,7.0,3586.0,959.0,2695.0,877.0,2.4387,117000.0,INLAND --117.59,33.88,13.0,3239.0,849.0,2751.0,813.0,2.6111,107000.0,INLAND --117.58,33.88,16.0,1739.0,478.0,1235.0,420.0,2.2969,116100.0,INLAND --117.57,33.87,37.0,621.0,156.0,443.0,135.0,2.3333,122800.0,INLAND --117.57,33.87,27.0,1786.0,287.0,939.0,278.0,5.1929,165000.0,INLAND --117.58,33.87,17.0,2772.0,449.0,1685.0,461.0,5.0464,163900.0,INLAND --117.58,33.87,30.0,701.0,131.0,356.0,125.0,3.2917,144300.0,INLAND --117.58,33.87,34.0,1511.0,272.0,773.0,265.0,3.5313,142100.0,INLAND --117.55,33.85,4.0,8207.0,1373.0,3887.0,1304.0,4.8686,195300.0,INLAND --117.56,33.83,28.0,895.0,127.0,346.0,115.0,5.4788,339300.0,INLAND --117.58,33.85,6.0,16431.0,2640.0,8222.0,2553.0,5.2861,195100.0,INLAND --117.54,33.82,6.0,202.0,29.0,75.0,28.0,4.125,216700.0,INLAND --117.55,33.83,6.0,502.0,76.0,228.0,65.0,4.2386,500001.0,INLAND --117.6,33.85,9.0,6538.0,955.0,2928.0,892.0,5.3006,221400.0,<1H OCEAN --117.56,33.86,25.0,6964.0,1066.0,3240.0,1036.0,5.2898,177100.0,INLAND --117.55,33.87,18.0,8136.0,1584.0,4976.0,1516.0,3.9414,137100.0,INLAND --117.64,33.88,13.0,8010.0,1366.0,3920.0,1309.0,5.536,204800.0,<1H OCEAN --117.6,33.87,18.0,6450.0,1165.0,3716.0,1113.0,4.2721,150300.0,INLAND --117.6,33.86,23.0,2949.0,473.0,1671.0,477.0,5.195,161000.0,INLAND --117.6,33.87,15.0,7626.0,1570.0,3823.0,1415.0,3.4419,138100.0,INLAND --117.64,33.87,2.0,17470.0,2727.0,5964.0,1985.0,6.2308,257900.0,<1H OCEAN --117.52,33.84,20.0,688.0,146.0,575.0,144.0,3.55,111000.0,INLAND --117.52,33.83,22.0,2397.0,400.0,1347.0,403.0,4.46,189800.0,INLAND --117.53,33.83,7.0,2191.0,324.0,1156.0,310.0,5.5362,195600.0,INLAND --117.54,33.76,5.0,5846.0,1035.0,3258.0,1001.0,4.7965,160800.0,<1H OCEAN --117.52,33.82,14.0,3776.0,580.0,1877.0,559.0,5.1365,215000.0,INLAND --117.36,33.88,15.0,2857.0,421.0,1361.0,382.0,4.6875,189800.0,INLAND --117.33,33.9,2.0,12837.0,1842.0,4636.0,1453.0,5.1512,187800.0,INLAND --117.34,33.89,17.0,2678.0,394.0,1225.0,367.0,5.363,211300.0,INLAND --117.38,33.89,12.0,3964.0,524.0,1707.0,549.0,5.1624,267900.0,INLAND --117.36,33.88,10.0,5600.0,848.0,2573.0,788.0,5.0346,240500.0,INLAND --117.26,33.86,16.0,1171.0,235.0,659.0,216.0,3.1103,110000.0,INLAND --117.33,33.87,14.0,2300.0,335.0,1001.0,311.0,5.1045,161300.0,INLAND --117.3,33.85,15.0,3991.0,751.0,2317.0,657.0,2.9542,127900.0,INLAND --117.28,33.85,16.0,3498.0,702.0,2372.0,672.0,2.3229,118000.0,INLAND --117.43,33.81,13.0,4770.0,718.0,1985.0,662.0,4.2273,295200.0,INLAND --117.4,33.76,8.0,1954.0,330.0,973.0,321.0,4.4875,249100.0,INLAND --117.4,33.85,9.0,7538.0,1125.0,3450.0,1077.0,5.4625,223600.0,INLAND --117.26,33.84,12.0,1159.0,209.0,523.0,159.0,2.7232,123200.0,INLAND --117.32,33.87,15.0,826.0,138.0,440.0,134.0,4.8125,173900.0,INLAND --117.28,33.89,33.0,6982.0,1371.0,5650.0,1195.0,2.5379,152700.0,INLAND --117.34,33.96,15.0,6437.0,1298.0,2805.0,1205.0,4.1883,184500.0,INLAND --117.32,33.96,19.0,3216.0,666.0,1363.0,629.0,3.7585,144500.0,INLAND --117.34,33.94,20.0,4589.0,594.0,1660.0,595.0,7.4141,236500.0,INLAND --117.34,33.94,13.0,7910.0,,3382.0,1176.0,5.5563,214500.0,INLAND --117.31,33.94,7.0,11232.0,1791.0,4218.0,1644.0,5.2713,216500.0,INLAND --117.33,33.98,52.0,1417.0,353.0,881.0,300.0,1.9531,162500.0,INLAND --117.33,33.97,8.0,152.0,19.0,1275.0,20.0,1.625,162500.0,INLAND --117.34,34.0,27.0,321.0,64.0,214.0,67.0,3.175,101600.0,INLAND --117.34,33.98,10.0,17286.0,4952.0,9851.0,4616.0,1.7579,103400.0,INLAND --117.32,33.99,27.0,5464.0,850.0,2400.0,836.0,4.711,133500.0,INLAND --117.31,33.97,28.0,3420.0,691.0,1502.0,656.0,3.4896,140300.0,INLAND --117.29,33.97,4.0,18767.0,3032.0,8805.0,2723.0,4.6667,160600.0,INLAND --117.35,34.01,23.0,3707.0,769.0,1938.0,658.0,2.725,95300.0,INLAND --117.34,34.02,28.0,2683.0,708.0,2047.0,636.0,2.275,85400.0,INLAND --117.32,34.01,23.0,3021.0,527.0,1580.0,533.0,4.4063,129900.0,INLAND --117.24,33.95,11.0,6617.0,1118.0,3710.0,1087.0,4.7877,132600.0,INLAND --117.23,33.94,7.0,13195.0,2696.0,6763.0,2437.0,3.5851,142000.0,INLAND --117.25,33.95,5.0,13096.0,2208.0,6780.0,2180.0,4.2775,138700.0,INLAND --117.23,33.96,5.0,9179.0,1361.0,4573.0,1294.0,5.253,163300.0,INLAND --117.21,33.95,5.0,8403.0,1240.0,3962.0,1150.0,5.2174,155500.0,INLAND --117.14,33.94,5.0,4873.0,639.0,1947.0,568.0,6.3223,223200.0,INLAND --117.21,33.97,3.0,18356.0,2537.0,8437.0,2342.0,5.6409,197700.0,INLAND --117.28,33.94,10.0,972.0,212.0,773.0,219.0,1.3125,135700.0,INLAND --117.28,33.92,35.0,3623.0,841.0,2721.0,766.0,2.1574,86900.0,INLAND --117.27,33.92,13.0,8443.0,1744.0,4885.0,1470.0,3.0907,127200.0,INLAND --117.27,33.93,2.0,337.0,55.0,115.0,49.0,3.1042,164800.0,INLAND --117.24,33.94,15.0,1569.0,423.0,1123.0,369.0,1.6111,113900.0,INLAND --117.24,33.93,12.0,7105.0,1447.0,4520.0,1333.0,3.2705,113200.0,INLAND --117.25,33.93,8.0,10110.0,1761.0,5804.0,1703.0,4.2654,137600.0,INLAND --117.25,33.92,7.0,9812.0,1914.0,5595.0,1729.0,4.1482,124600.0,INLAND --117.23,33.91,9.0,11654.0,2100.0,7596.0,2127.0,4.0473,127200.0,INLAND --117.23,33.89,5.0,11775.0,2031.0,6686.0,1911.0,4.1953,136600.0,INLAND --117.23,33.94,8.0,2405.0,537.0,1594.0,517.0,3.0789,114200.0,INLAND --117.22,33.93,14.0,5104.0,1026.0,3513.0,972.0,3.2148,117000.0,INLAND --117.22,33.92,5.0,16884.0,2865.0,9509.0,2688.0,4.0938,130900.0,INLAND --117.21,33.93,4.0,10002.0,1468.0,5439.0,1397.0,5.0223,152600.0,INLAND --117.16,33.92,12.0,3236.0,502.0,1610.0,502.0,4.7568,143500.0,INLAND --117.22,33.9,8.0,8302.0,1461.0,5155.0,1370.0,4.0467,121500.0,INLAND --117.13,33.89,4.0,1611.0,239.0,275.0,84.0,3.5781,244400.0,INLAND --117.19,33.9,3.0,21060.0,3366.0,9623.0,2812.0,4.189,143000.0,INLAND --117.22,33.87,16.0,56.0,7.0,39.0,14.0,2.625,500001.0,INLAND --117.24,33.85,8.0,1031.0,201.0,606.0,179.0,2.8194,136300.0,INLAND --117.17,33.83,7.0,77.0,12.0,64.0,15.0,4.6,187500.0,INLAND --117.2,33.83,14.0,1265.0,230.0,621.0,173.0,3.6618,161300.0,INLAND --117.23,33.83,2.0,1424.0,251.0,681.0,192.0,4.0833,100000.0,INLAND --117.21,33.82,2.0,4198.0,805.0,1943.0,673.0,3.9052,122100.0,INLAND --117.22,33.81,4.0,9911.0,1946.0,5145.0,1661.0,3.4237,113700.0,INLAND --117.21,33.71,16.0,8476.0,1758.0,2711.0,1427.0,2.1848,97900.0,<1H OCEAN --117.2,33.72,8.0,5528.0,1073.0,1674.0,918.0,2.5335,110100.0,<1H OCEAN --117.2,33.72,16.0,5373.0,1079.0,1573.0,933.0,1.9912,98600.0,<1H OCEAN --117.2,33.71,24.0,4210.0,920.0,1283.0,829.0,2.0881,83300.0,<1H OCEAN --117.2,33.7,23.0,6323.0,1196.0,1984.0,1124.0,2.3276,92400.0,<1H OCEAN --117.19,33.7,24.0,5783.0,1256.0,1990.0,1151.0,1.9014,83500.0,<1H OCEAN --117.19,33.69,3.0,6484.0,1037.0,3295.0,1074.0,4.5881,136400.0,<1H OCEAN --117.27,33.68,8.0,26322.0,4072.0,9360.0,3361.0,5.3238,228900.0,<1H OCEAN --117.25,33.7,10.0,5156.0,941.0,2294.0,747.0,3.58,113400.0,<1H OCEAN --117.23,33.68,10.0,3659.0,650.0,1476.0,515.0,3.8869,125900.0,<1H OCEAN --117.22,33.66,12.0,1869.0,356.0,1007.0,323.0,3.125,117200.0,<1H OCEAN --117.17,33.66,2.0,7401.0,1187.0,2826.0,839.0,4.1386,177300.0,<1H OCEAN --117.07,33.67,11.0,939.0,187.0,557.0,190.0,2.375,145800.0,INLAND --117.11,33.83,14.0,2715.0,500.0,1540.0,464.0,3.8036,139600.0,INLAND --117.11,33.78,13.0,1914.0,339.0,930.0,304.0,4.1875,161200.0,INLAND --117.08,33.82,6.0,1771.0,293.0,935.0,279.0,4.065,148200.0,INLAND --117.18,33.78,7.0,1697.0,424.0,808.0,354.0,1.3417,169300.0,INLAND --117.11,33.75,17.0,4174.0,851.0,1845.0,780.0,2.2618,96100.0,INLAND --117.16,33.76,11.0,4934.0,929.0,2508.0,840.0,2.625,155400.0,INLAND --117.22,33.74,7.0,1810.0,386.0,931.0,355.0,2.5221,109200.0,<1H OCEAN --117.06,33.78,17.0,2813.0,565.0,1345.0,488.0,2.5847,145300.0,INLAND --117.14,33.81,13.0,4496.0,756.0,2044.0,695.0,3.2778,148800.0,INLAND --117.22,33.8,3.0,5284.0,920.0,2703.0,729.0,4.0717,126500.0,INLAND --117.09,33.71,13.0,1974.0,426.0,1276.0,408.0,1.972,90500.0,INLAND --117.07,33.72,16.0,4928.0,960.0,2132.0,853.0,2.7983,112500.0,INLAND --117.11,33.74,18.0,4799.0,1035.0,1966.0,944.0,2.1182,71300.0,INLAND --117.15,33.7,2.0,6305.0,1265.0,2489.0,1152.0,3.1319,111500.0,INLAND --117.16,33.73,10.0,2381.0,454.0,1323.0,477.0,2.6322,140700.0,INLAND --117.23,33.79,17.0,3318.0,759.0,2016.0,673.0,2.2969,89300.0,INLAND --117.23,33.78,23.0,3465.0,703.0,2672.0,607.0,1.9767,81500.0,INLAND --117.23,33.77,5.0,2108.0,496.0,1666.0,461.0,2.0,83000.0,INLAND --117.29,33.83,15.0,4173.0,804.0,2393.0,713.0,2.4662,118300.0,INLAND --117.32,33.8,11.0,3196.0,576.0,1757.0,552.0,4.0982,173300.0,INLAND --117.26,33.81,22.0,4249.0,922.0,2405.0,846.0,2.1549,146500.0,INLAND --117.24,33.77,9.0,6907.0,1379.0,3665.0,1290.0,2.8401,104200.0,INLAND --117.31,33.75,19.0,3173.0,678.0,2204.0,606.0,2.1484,129200.0,<1H OCEAN --117.27,33.77,16.0,2876.0,576.0,1859.0,545.0,2.0878,101300.0,<1H OCEAN --117.29,33.72,19.0,2248.0,427.0,1207.0,368.0,2.817,110000.0,<1H OCEAN --117.28,33.72,11.0,1161.0,235.0,640.0,210.0,2.1667,114600.0,<1H OCEAN --117.39,33.69,5.0,6529.0,997.0,3464.0,1006.0,5.3275,168700.0,<1H OCEAN --117.37,33.7,8.0,4345.0,865.0,2425.0,785.0,3.2481,123800.0,<1H OCEAN --117.34,33.71,10.0,2591.0,486.0,1255.0,425.0,3.1513,154300.0,<1H OCEAN --117.31,33.67,9.0,981.0,169.0,596.0,156.0,3.1832,157400.0,<1H OCEAN --117.35,33.69,11.0,1229.0,236.0,581.0,190.0,3.102,111300.0,<1H OCEAN --117.33,33.67,27.0,4376.0,1003.0,2667.0,870.0,1.9194,100600.0,<1H OCEAN --117.35,33.68,10.0,516.0,107.0,282.0,96.0,4.2788,125000.0,<1H OCEAN --117.38,33.67,9.0,13288.0,2728.0,7235.0,2350.0,3.375,131800.0,<1H OCEAN --117.38,33.67,17.0,10145.0,2306.0,4776.0,1749.0,2.2423,132600.0,<1H OCEAN --117.35,33.64,23.0,6859.0,1535.0,3405.0,1351.0,2.5395,109200.0,<1H OCEAN --117.29,33.63,7.0,16010.0,2726.0,7139.0,2426.0,3.8056,162200.0,<1H OCEAN --117.28,33.66,15.0,4573.0,928.0,2513.0,832.0,2.6949,163600.0,<1H OCEAN --117.43,33.55,8.0,446.0,62.0,188.0,68.0,9.4356,465600.0,<1H OCEAN --117.36,33.6,10.0,4097.0,813.0,2082.0,731.0,3.2258,159300.0,<1H OCEAN --117.25,33.65,10.0,1652.0,316.0,725.0,233.0,3.5125,155600.0,<1H OCEAN --117.19,33.64,12.0,1481.0,265.0,757.0,243.0,3.235,210700.0,<1H OCEAN --117.21,33.61,7.0,7722.0,1324.0,2975.0,1161.0,3.6273,150900.0,<1H OCEAN --117.2,33.58,2.0,30450.0,5033.0,9419.0,3197.0,4.5936,174300.0,<1H OCEAN --117.16,33.61,3.0,2744.0,428.0,1223.0,366.0,4.7944,215300.0,<1H OCEAN --117.12,33.61,2.0,2569.0,431.0,1232.0,388.0,4.3651,145600.0,<1H OCEAN --117.16,33.57,2.0,20391.0,3245.0,7132.0,2716.0,3.9443,187300.0,<1H OCEAN --117.16,33.54,4.0,4952.0,1000.0,2912.0,943.0,3.7538,147500.0,<1H OCEAN --117.05,33.52,5.0,3471.0,530.0,1541.0,502.0,4.8083,347700.0,<1H OCEAN --116.96,33.52,9.0,2802.0,471.0,1155.0,421.0,4.125,392100.0,INLAND --117.1,33.56,6.0,1868.0,289.0,750.0,247.0,4.3833,307600.0,<1H OCEAN --117.02,33.6,7.0,1972.0,352.0,964.0,317.0,3.244,337200.0,INLAND --116.96,33.62,8.0,1003.0,167.0,388.0,140.0,4.2917,221900.0,INLAND --117.22,33.48,5.0,1585.0,247.0,510.0,181.0,6.9136,493300.0,<1H OCEAN --117.19,33.53,6.0,108.0,18.0,43.0,17.0,3.475,187500.0,<1H OCEAN --117.18,33.51,13.0,270.0,42.0,120.0,42.0,6.993,500001.0,<1H OCEAN --117.12,33.49,4.0,21988.0,4055.0,8824.0,3252.0,3.9963,191100.0,<1H OCEAN --117.12,33.52,4.0,30401.0,4957.0,13251.0,4339.0,4.5841,212300.0,<1H OCEAN --117.15,33.45,4.0,9089.0,1413.0,3886.0,1243.0,4.6904,174200.0,<1H OCEAN --116.99,33.46,13.0,1614.0,410.0,846.0,270.0,2.83,43000.0,<1H OCEAN --117.23,33.57,6.0,13724.0,2269.0,5860.0,1986.0,3.9617,183000.0,<1H OCEAN --117.27,33.55,4.0,6112.0,890.0,2088.0,712.0,5.5351,429000.0,<1H OCEAN --117.32,33.51,4.0,966.0,133.0,311.0,92.0,5.2066,500001.0,<1H OCEAN --117.02,33.71,6.0,8278.0,1579.0,3062.0,1446.0,3.0043,134700.0,INLAND --116.91,33.71,19.0,6807.0,1164.0,2703.0,1055.0,3.1591,189700.0,INLAND --116.89,33.73,15.0,2094.0,316.0,937.0,277.0,5.3623,201300.0,INLAND --116.95,33.68,11.0,1183.0,178.0,543.0,147.0,4.4792,173900.0,INLAND --116.9,33.65,15.0,652.0,149.0,248.0,97.0,2.1071,93800.0,INLAND --116.92,33.63,18.0,397.0,89.0,239.0,80.0,2.8125,143800.0,INLAND --116.99,33.73,13.0,16148.0,3474.0,6159.0,3232.0,1.9961,97800.0,INLAND --116.9,33.74,14.0,2281.0,426.0,894.0,430.0,2.3712,127900.0,INLAND --116.95,33.75,19.0,2238.0,573.0,1190.0,507.0,2.0714,85800.0,INLAND --116.95,33.75,23.0,4676.0,1096.0,2770.0,1057.0,1.7847,109500.0,INLAND --116.93,33.75,14.0,6027.0,1148.0,3136.0,1036.0,2.964,121500.0,INLAND --116.93,33.74,15.0,3757.0,666.0,1693.0,654.0,3.6806,112800.0,INLAND --116.95,33.74,20.0,2233.0,431.0,1024.0,399.0,2.4554,89400.0,INLAND --116.96,33.73,20.0,4735.0,973.0,2306.0,904.0,3.069,87000.0,INLAND --116.95,33.73,21.0,4587.0,810.0,2233.0,765.0,3.2371,94500.0,INLAND --116.95,33.74,18.0,1996.0,405.0,1270.0,400.0,2.7083,91200.0,INLAND --116.94,33.74,19.0,2901.0,445.0,1414.0,475.0,4.6406,118900.0,INLAND --116.94,33.73,17.0,5160.0,851.0,2344.0,781.0,3.7175,120000.0,INLAND --116.93,33.73,13.0,3603.0,573.0,1644.0,515.0,4.0433,132300.0,INLAND --116.96,33.75,35.0,3269.0,757.0,2328.0,705.0,2.5898,76300.0,INLAND --116.97,33.74,31.0,2712.0,628.0,1519.0,629.0,1.942,86200.0,INLAND --116.97,33.75,22.0,3740.0,965.0,2011.0,824.0,1.3039,77500.0,INLAND --116.99,33.75,18.0,9601.0,2401.0,4002.0,2106.0,1.4366,77000.0,INLAND --116.98,33.74,25.0,4952.0,1062.0,1589.0,1024.0,1.8446,85700.0,INLAND --116.97,33.74,20.0,3674.0,792.0,1498.0,758.0,2.2161,76900.0,INLAND --116.96,33.74,19.0,3649.0,755.0,1717.0,696.0,2.2115,87600.0,INLAND --116.94,33.77,14.0,7240.0,1410.0,2708.0,1240.0,2.4145,137600.0,INLAND --117.01,33.75,15.0,2873.0,903.0,1094.0,659.0,1.8015,105100.0,INLAND --116.95,33.76,10.0,6890.0,1702.0,3141.0,1451.0,1.7079,95900.0,INLAND --116.98,33.77,12.0,5829.0,1309.0,2711.0,1118.0,1.9707,107900.0,INLAND --116.99,33.76,12.0,7626.0,1704.0,2823.0,1554.0,2.1722,69400.0,INLAND --117.0,33.74,8.0,5330.0,1529.0,2143.0,1107.0,2.1103,94400.0,INLAND --117.02,33.73,14.0,3700.0,750.0,1171.0,695.0,1.9476,112500.0,INLAND --116.99,33.77,7.0,10352.0,2007.0,3559.0,1689.0,2.2925,113100.0,INLAND --117.02,33.76,20.0,1317.0,203.0,453.0,158.0,2.8393,120700.0,INLAND --116.98,33.83,15.0,2228.0,472.0,653.0,350.0,2.683,139300.0,INLAND --117.02,33.81,10.0,6317.0,1335.0,2625.0,1094.0,2.3,108900.0,INLAND --116.95,33.79,8.0,10997.0,2205.0,5060.0,1949.0,2.1979,95300.0,INLAND --116.95,33.79,20.0,2399.0,546.0,1726.0,542.0,1.8845,77700.0,INLAND --116.96,33.79,21.0,2990.0,691.0,2108.0,660.0,2.0135,83000.0,INLAND --116.97,33.78,24.0,2680.0,606.0,1728.0,527.0,2.535,74800.0,INLAND --116.95,33.78,24.0,3409.0,804.0,1939.0,739.0,1.7303,74000.0,INLAND --116.89,33.79,12.0,701.0,130.0,434.0,110.0,2.0577,56700.0,INLAND --116.87,33.76,5.0,4116.0,761.0,1714.0,717.0,2.5612,130800.0,INLAND --116.88,33.74,20.0,3111.0,623.0,1000.0,508.0,1.5982,140000.0,INLAND --116.89,33.75,23.0,2719.0,538.0,930.0,485.0,2.0154,81700.0,INLAND --116.91,33.75,13.0,10886.0,2127.0,4266.0,1955.0,2.3169,123400.0,INLAND --116.86,33.73,13.0,2604.0,443.0,978.0,417.0,2.933,170700.0,INLAND --117.04,34.0,25.0,3750.0,781.0,1594.0,785.0,2.4167,104900.0,INLAND --117.06,34.0,33.0,1575.0,326.0,879.0,282.0,2.5357,94400.0,INLAND --117.04,34.0,21.0,4624.0,852.0,2174.0,812.0,3.5255,132100.0,INLAND --116.99,33.99,22.0,4227.0,658.0,1849.0,619.0,4.7356,195900.0,INLAND --117.01,33.97,18.0,4775.0,886.0,1868.0,836.0,2.3355,118800.0,INLAND --116.95,33.97,14.0,5320.0,974.0,1947.0,843.0,3.1393,116300.0,INLAND --116.97,33.96,12.0,5876.0,1222.0,2992.0,1151.0,2.4322,112100.0,INLAND --117.11,33.98,25.0,1254.0,312.0,715.0,301.0,2.7344,149000.0,INLAND --117.02,33.95,5.0,1822.0,367.0,798.0,313.0,2.8783,105200.0,INLAND --117.03,33.89,6.0,78.0,11.0,27.0,10.0,3.125,187500.0,INLAND --116.96,33.94,22.0,1999.0,497.0,1304.0,479.0,1.4063,81900.0,INLAND --116.99,33.92,26.0,503.0,69.0,293.0,59.0,3.7083,147500.0,INLAND --116.86,33.97,11.0,658.0,131.0,376.0,120.0,2.3977,58000.0,INLAND --116.79,33.99,16.0,319.0,68.0,212.0,67.0,1.4688,90000.0,INLAND --116.77,33.92,19.0,2307.0,525.0,1266.0,437.0,1.6875,63000.0,INLAND --116.81,33.9,17.0,2009.0,469.0,820.0,381.0,1.3286,81800.0,INLAND --116.89,33.86,2.0,6900.0,1238.0,1950.0,980.0,3.0417,146300.0,INLAND --116.95,33.86,1.0,6.0,2.0,8.0,2.0,1.625,55000.0,INLAND --116.86,33.84,18.0,521.0,118.0,174.0,74.0,2.7788,91100.0,INLAND --116.98,33.94,27.0,3459.0,640.0,1760.0,654.0,3.4545,89800.0,INLAND --116.98,33.93,40.0,2277.0,498.0,1391.0,453.0,1.9472,73200.0,INLAND --116.97,33.94,29.0,3197.0,632.0,1722.0,603.0,3.0432,91200.0,INLAND --116.97,33.93,29.0,2793.0,722.0,1583.0,626.0,1.424,73200.0,INLAND --116.98,33.93,33.0,376.0,83.0,267.0,88.0,2.1581,68300.0,INLAND --116.9,33.98,30.0,3915.0,672.0,1820.0,643.0,3.6339,98600.0,INLAND --116.93,33.93,13.0,7804.0,1594.0,3297.0,1469.0,2.0549,95600.0,INLAND --116.89,33.93,29.0,4549.0,916.0,2494.0,912.0,2.0976,72600.0,INLAND --116.88,33.93,37.0,1495.0,429.0,865.0,342.0,1.2188,55000.0,INLAND --116.9,33.93,34.0,3183.0,738.0,1820.0,647.0,2.2321,71800.0,INLAND --116.91,34.0,18.0,553.0,100.0,215.0,82.0,5.5,193800.0,INLAND --116.87,33.94,35.0,4448.0,906.0,2736.0,843.0,2.218,73400.0,INLAND --116.87,33.93,32.0,3141.0,812.0,2589.0,721.0,1.4556,54600.0,INLAND --116.87,33.91,37.0,1858.0,361.0,1632.0,310.0,2.7536,73100.0,INLAND --116.89,33.92,10.0,2653.0,621.0,1967.0,598.0,2.6643,81000.0,INLAND --116.75,33.83,16.0,5277.0,1070.0,657.0,276.0,3.3333,143400.0,INLAND --116.8,33.8,35.0,324.0,63.0,158.0,39.0,3.4167,100000.0,INLAND --116.71,33.75,25.0,10665.0,2161.0,1874.0,852.0,3.0625,150500.0,INLAND --116.68,33.71,21.0,3460.0,711.0,658.0,255.0,3.5882,161100.0,INLAND --116.74,33.62,11.0,2385.0,661.0,682.0,242.0,2.9141,214300.0,INLAND --116.8,33.52,3.0,830.0,145.0,272.0,104.0,3.8281,163500.0,INLAND --116.89,33.48,14.0,1016.0,219.0,443.0,169.0,2.8071,137500.0,INLAND --116.87,33.57,12.0,1153.0,265.0,446.0,195.0,3.038,128100.0,INLAND --116.72,33.56,13.0,3166.0,682.0,1250.0,475.0,2.355,122900.0,INLAND --116.48,33.61,8.0,1294.0,272.0,457.0,199.0,2.9167,115300.0,INLAND --116.57,33.64,10.0,489.0,82.0,183.0,74.0,6.2702,345500.0,INLAND --116.76,33.46,6.0,1251.0,268.0,544.0,216.0,3.0694,173400.0,INLAND --116.42,33.51,26.0,186.0,48.0,102.0,39.0,2.5625,103100.0,INLAND --116.6,33.49,16.0,3730.0,827.0,1346.0,592.0,2.183,113500.0,INLAND --116.69,33.5,13.0,1187.0,255.0,442.0,179.0,1.9107,155700.0,INLAND --116.39,33.82,15.0,11115.0,2257.0,4122.0,1653.0,2.7219,74400.0,INLAND --116.71,33.94,12.0,549.0,109.0,209.0,90.0,3.0208,66300.0,INLAND --116.51,33.89,21.0,1284.0,306.0,537.0,233.0,1.95,61000.0,INLAND --116.61,33.93,35.0,321.0,71.0,157.0,61.0,2.8056,68100.0,INLAND --116.57,33.94,29.0,551.0,166.0,224.0,107.0,1.1917,50000.0,INLAND --116.57,34.0,20.0,260.0,67.0,69.0,50.0,3.5208,76600.0,INLAND --116.44,33.93,17.0,5293.0,1266.0,1201.0,599.0,1.6849,88400.0,INLAND --116.36,33.88,11.0,12557.0,3098.0,2453.0,1232.0,1.7844,78500.0,INLAND --116.52,33.97,13.0,3921.0,754.0,1902.0,665.0,3.3616,89600.0,INLAND --116.51,33.96,16.0,4913.0,1395.0,2518.0,1132.0,1.4665,61100.0,INLAND --116.53,33.95,18.0,2990.0,648.0,1280.0,532.0,2.625,68200.0,INLAND --116.5,33.95,10.0,7249.0,1882.0,4274.0,1621.0,1.6983,66600.0,INLAND --116.51,33.94,12.0,3369.0,780.0,1315.0,584.0,1.7388,66000.0,INLAND --116.48,33.96,11.0,1381.0,300.0,644.0,248.0,2.3382,89400.0,INLAND --116.47,33.94,18.0,2233.0,471.0,919.0,388.0,3.2578,85200.0,INLAND --116.48,33.94,10.0,3254.0,913.0,923.0,486.0,1.8,81000.0,INLAND --116.5,33.98,5.0,4332.0,868.0,1420.0,567.0,4.0417,146400.0,INLAND --116.51,33.84,16.0,980.0,193.0,454.0,185.0,4.0729,100000.0,INLAND --116.63,33.89,22.0,1540.0,364.0,610.0,268.0,1.5227,71000.0,INLAND --116.52,33.84,17.0,4465.0,859.0,853.0,445.0,3.6875,130400.0,INLAND --116.54,33.87,16.0,3648.0,1035.0,1687.0,581.0,1.9167,70400.0,INLAND --116.57,33.84,18.0,7962.0,1652.0,2009.0,921.0,3.3897,230200.0,INLAND --116.53,33.85,16.0,10077.0,2186.0,3048.0,1337.0,2.9647,110900.0,INLAND --116.55,33.84,28.0,2992.0,562.0,676.0,346.0,5.7613,500001.0,INLAND --116.53,33.84,28.0,8399.0,1839.0,3470.0,1340.0,2.5885,159000.0,INLAND --116.52,33.85,13.0,7559.0,1444.0,3189.0,1105.0,3.4886,112500.0,INLAND --116.5,33.82,16.0,343.0,85.0,29.0,14.0,2.1042,87500.0,INLAND --116.49,33.82,27.0,3316.0,636.0,2362.0,532.0,2.9569,65900.0,INLAND --116.52,33.82,21.0,10227.0,2315.0,3623.0,1734.0,2.5212,145200.0,INLAND --116.54,33.82,12.0,9482.0,2501.0,2725.0,1300.0,1.5595,115600.0,INLAND --116.56,33.83,36.0,1765.0,399.0,451.0,264.0,2.6083,321900.0,INLAND --116.48,33.8,15.0,3004.0,615.0,437.0,210.0,3.6667,90000.0,INLAND --116.5,33.81,26.0,5032.0,1229.0,3086.0,1183.0,2.5399,94800.0,INLAND --116.52,33.81,12.0,12396.0,2552.0,2548.0,1265.0,3.4394,162200.0,INLAND --116.54,33.81,31.0,6814.0,1714.0,2628.0,1341.0,2.1176,124100.0,INLAND --116.54,33.81,24.0,6087.0,1217.0,1721.0,833.0,3.1493,199400.0,INLAND --116.49,33.8,13.0,8789.0,1875.0,1274.0,688.0,3.7396,148900.0,INLAND --116.54,33.8,22.0,6050.0,1387.0,1432.0,890.0,2.2216,183900.0,INLAND --116.57,33.76,25.0,2616.0,547.0,581.0,343.0,3.1364,301600.0,INLAND --116.5,33.69,20.0,4810.0,1074.0,1304.0,740.0,2.25,248100.0,INLAND --116.54,33.79,18.0,9374.0,1780.0,1678.0,919.0,3.9737,235600.0,INLAND --116.53,33.78,18.0,2547.0,463.0,411.0,214.0,2.5489,220500.0,INLAND --116.53,33.88,5.0,4423.0,763.0,1906.0,667.0,4.6855,125200.0,INLAND --116.48,33.84,5.0,5480.0,1371.0,1050.0,485.0,1.7204,137500.0,INLAND --116.48,33.79,14.0,9425.0,2020.0,1711.0,1000.0,2.6298,145200.0,INLAND --116.47,33.84,3.0,9169.0,1512.0,3838.0,1270.0,4.3111,142500.0,INLAND --116.46,33.82,6.0,4863.0,920.0,3010.0,828.0,3.9508,104200.0,INLAND --116.47,33.81,7.0,10105.0,2481.0,6274.0,2095.0,2.4497,90900.0,INLAND --116.46,33.79,10.0,6960.0,1487.0,1130.0,661.0,2.1411,136400.0,INLAND --116.43,33.81,8.0,6710.0,1343.0,2069.0,781.0,3.5223,115100.0,INLAND --116.42,33.79,12.0,7095.0,1260.0,1179.0,570.0,4.9444,285000.0,INLAND --116.43,33.78,17.0,4293.0,712.0,1091.0,464.0,6.1437,232100.0,INLAND --116.45,33.78,16.0,5228.0,992.0,1177.0,639.0,3.0859,134600.0,INLAND --116.42,33.76,14.0,16921.0,2837.0,2524.0,1262.0,7.6281,341700.0,INLAND --116.4,33.78,8.0,3059.0,500.0,612.0,208.0,6.8729,259200.0,INLAND --116.45,33.8,9.0,5534.0,1206.0,2283.0,1008.0,3.6161,99100.0,INLAND --116.36,33.78,6.0,24121.0,4522.0,4176.0,2221.0,3.3799,239300.0,INLAND --116.38,33.74,7.0,17579.0,3479.0,3581.0,1820.0,4.084,194500.0,INLAND --116.33,33.75,5.0,19107.0,3923.0,2880.0,1376.0,4.036,158500.0,INLAND --116.31,33.73,19.0,12467.0,2508.0,4086.0,1761.0,3.2846,131900.0,INLAND --116.46,33.78,25.0,1137.0,414.0,604.0,240.0,1.3801,55000.0,INLAND --116.46,33.78,33.0,2565.0,745.0,2301.0,638.0,2.5477,83000.0,INLAND --116.47,33.77,26.0,4300.0,767.0,1557.0,669.0,4.4107,122500.0,INLAND --116.47,33.78,27.0,1781.0,441.0,759.0,340.0,3.3162,113600.0,INLAND --116.38,33.73,10.0,11836.0,2405.0,3811.0,1570.0,4.0079,134500.0,INLAND --116.37,33.72,17.0,8626.0,1859.0,3497.0,1337.0,3.312,121300.0,INLAND --116.39,33.72,19.0,7646.0,1618.0,2496.0,1075.0,3.5569,128000.0,INLAND --116.38,33.71,17.0,12509.0,2460.0,2737.0,1423.0,4.5556,258100.0,INLAND --116.39,33.69,10.0,11659.0,2007.0,2186.0,1083.0,6.9833,238800.0,INLAND --116.37,33.72,19.0,6190.0,1355.0,2242.0,1043.0,3.0021,152300.0,INLAND --116.44,33.77,18.0,4872.0,1110.0,955.0,656.0,2.2439,97500.0,INLAND --116.43,33.75,24.0,2596.0,438.0,473.0,237.0,3.7727,500001.0,INLAND --116.44,33.74,5.0,846.0,249.0,117.0,67.0,7.9885,403300.0,INLAND --116.41,33.74,25.0,2475.0,476.0,910.0,387.0,3.3639,168800.0,INLAND --116.41,33.74,17.0,4289.0,893.0,958.0,440.0,2.4659,177800.0,INLAND --116.42,33.68,15.0,3895.0,782.0,900.0,529.0,2.2208,138300.0,INLAND --116.37,33.69,7.0,8806.0,1542.0,858.0,448.0,7.8005,318100.0,INLAND --116.33,33.72,11.0,12327.0,2000.0,2450.0,1139.0,7.4382,353100.0,INLAND --116.29,33.67,12.0,5048.0,842.0,883.0,391.0,5.6918,231300.0,INLAND --116.3,33.68,10.0,2387.0,481.0,863.0,304.0,2.8882,137500.0,INLAND --116.31,33.67,15.0,2214.0,410.0,1152.0,350.0,2.9187,93400.0,INLAND --116.31,33.67,11.0,4686.0,851.0,2466.0,731.0,3.3333,91800.0,INLAND --116.31,33.66,7.0,4497.0,831.0,2248.0,713.0,3.6354,98000.0,INLAND --116.31,33.65,8.0,3079.0,558.0,1572.0,474.0,4.5938,102600.0,INLAND --116.26,33.72,10.0,9404.0,1827.0,3208.0,1283.0,3.1086,105800.0,INLAND --116.25,33.69,5.0,1664.0,444.0,907.0,374.0,2.7667,92900.0,INLAND --116.22,33.7,9.0,3861.0,849.0,825.0,401.0,3.2833,124700.0,INLAND --116.24,33.76,9.0,1961.0,595.0,966.0,275.0,3.8125,96700.0,INLAND --116.29,33.74,6.0,12991.0,2555.0,4571.0,1926.0,4.7195,199300.0,INLAND --116.29,33.72,5.0,3584.0,760.0,1097.0,470.0,3.1771,167400.0,INLAND --116.25,33.81,24.0,880.0,187.0,507.0,169.0,3.4583,67500.0,INLAND --116.25,33.75,33.0,278.0,91.0,375.0,81.0,2.025,50000.0,INLAND --116.24,33.72,25.0,5236.0,1039.0,2725.0,935.0,3.775,93400.0,INLAND --116.24,33.71,10.0,9033.0,2224.0,5525.0,1845.0,2.7598,95000.0,INLAND --116.24,33.73,14.0,2774.0,566.0,1530.0,505.0,3.0682,104100.0,INLAND --116.22,33.74,26.0,4120.0,858.0,2918.0,815.0,3.3107,69400.0,INLAND --116.21,33.75,22.0,894.0,,830.0,202.0,3.0673,68200.0,INLAND --116.21,33.72,28.0,2488.0,714.0,2891.0,676.0,2.3169,68900.0,INLAND --116.22,33.73,38.0,1695.0,352.0,1279.0,305.0,2.1217,68500.0,INLAND --116.23,33.73,29.0,1133.0,221.0,918.0,239.0,2.8648,72100.0,INLAND --116.21,33.71,19.0,3114.0,787.0,3157.0,772.0,1.7083,82200.0,INLAND --116.22,33.72,28.0,826.0,258.0,979.0,245.0,1.7172,58800.0,INLAND --116.2,33.7,26.0,2399.0,625.0,2654.0,535.0,2.2989,60600.0,INLAND --116.23,33.72,32.0,4981.0,1326.0,3779.0,1186.0,1.7805,76900.0,INLAND --116.23,33.71,17.0,4874.0,1349.0,5032.0,1243.0,2.444,90000.0,INLAND --116.15,33.69,22.0,197.0,54.0,331.0,70.0,2.9286,112500.0,INLAND --116.11,33.64,20.0,1273.0,354.0,1548.0,355.0,2.0871,84700.0,INLAND --116.15,33.64,10.0,1711.0,499.0,1896.0,443.0,1.6557,65400.0,INLAND --116.2,33.63,23.0,1152.0,273.0,1077.0,235.0,2.5,96300.0,INLAND --116.21,33.66,19.0,1596.0,295.0,1201.0,282.0,3.8846,100900.0,INLAND --116.21,33.68,34.0,584.0,176.0,625.0,166.0,1.5809,100000.0,INLAND --116.25,33.68,16.0,926.0,189.0,238.0,118.0,3.0114,366700.0,INLAND --116.26,33.65,3.0,7437.0,1222.0,574.0,302.0,10.2948,382400.0,INLAND --116.17,33.53,13.0,1713.0,512.0,1978.0,442.0,2.1287,58600.0,INLAND --116.12,33.53,17.0,2421.0,820.0,2971.0,685.0,1.654,100000.0,INLAND --116.01,33.51,24.0,2985.0,958.0,4042.0,905.0,1.7344,66400.0,INLAND --115.84,33.49,20.0,1660.0,379.0,637.0,250.0,2.0347,68900.0,INLAND --116.16,33.68,12.0,1230.0,277.0,1334.0,260.0,2.2679,61400.0,INLAND --116.17,33.67,18.0,3585.0,800.0,3873.0,788.0,2.5714,65900.0,INLAND --116.17,33.66,22.0,639.0,203.0,664.0,153.0,1.9306,47500.0,INLAND --116.19,33.67,16.0,1859.0,476.0,1994.0,477.0,1.7297,67500.0,INLAND --116.18,33.67,25.0,2888.0,654.0,2940.0,660.0,2.2141,66700.0,INLAND --116.18,33.69,17.0,89.0,19.0,79.0,21.0,2.375,155000.0,INLAND --116.19,33.69,11.0,5692.0,1346.0,5682.0,1273.0,2.5383,74000.0,INLAND --116.08,33.86,16.0,381.0,89.0,182.0,75.0,2.425,76100.0,INLAND --115.22,33.54,18.0,1706.0,397.0,3424.0,283.0,1.625,53500.0,INLAND --114.67,33.92,17.0,97.0,24.0,29.0,15.0,1.2656,27500.0,INLAND --115.58,33.88,21.0,1161.0,282.0,724.0,186.0,3.1827,71700.0,INLAND --114.98,33.82,15.0,644.0,129.0,137.0,52.0,3.2097,71300.0,INLAND --114.49,33.97,17.0,2809.0,635.0,83.0,45.0,1.6154,87500.0,INLAND --114.65,33.6,28.0,1678.0,322.0,666.0,256.0,2.9653,94900.0,INLAND --114.68,33.49,20.0,1491.0,360.0,1135.0,303.0,1.6395,44400.0,INLAND --114.56,33.69,17.0,720.0,174.0,333.0,117.0,1.6509,85700.0,INLAND --114.57,33.64,14.0,1501.0,337.0,515.0,226.0,3.1917,73400.0,INLAND --114.57,33.57,20.0,1454.0,326.0,624.0,262.0,1.925,65500.0,INLAND --114.57,33.52,27.0,173.0,35.0,117.0,34.0,2.0833,45000.0,INLAND --114.59,33.61,34.0,4789.0,1175.0,3134.0,1056.0,2.1782,58400.0,INLAND --114.61,33.62,16.0,1187.0,261.0,1115.0,242.0,2.1759,61500.0,INLAND --114.6,33.62,16.0,3741.0,801.0,2434.0,824.0,2.6797,86500.0,INLAND --114.58,33.63,29.0,1387.0,236.0,671.0,239.0,3.3438,74000.0,INLAND --114.62,33.62,26.0,18.0,3.0,5.0,3.0,0.536,275000.0,INLAND --114.58,33.61,25.0,2907.0,680.0,1841.0,633.0,2.6768,82400.0,INLAND --114.6,33.6,21.0,1988.0,483.0,1182.0,437.0,1.625,62000.0,INLAND --121.43,38.58,35.0,5298.0,954.0,1933.0,918.0,3.9167,155700.0,INLAND --121.43,38.57,38.0,2507.0,446.0,888.0,448.0,4.0972,163700.0,INLAND --121.42,38.57,38.0,1878.0,338.0,710.0,342.0,3.7731,161400.0,INLAND --121.44,38.58,43.0,1806.0,339.0,764.0,341.0,3.9271,147100.0,INLAND --121.43,38.57,46.0,2443.0,476.0,939.0,457.0,3.5893,142000.0,INLAND --121.44,38.57,52.0,3080.0,545.0,975.0,495.0,3.776,164500.0,INLAND --121.44,38.58,42.0,2334.0,435.0,892.0,446.0,3.0208,148800.0,INLAND --121.45,38.58,44.0,2314.0,415.0,796.0,388.0,3.4914,153900.0,INLAND --121.45,38.57,48.0,1962.0,356.0,704.0,362.0,3.5313,147900.0,INLAND --121.46,38.58,52.0,4408.0,807.0,1604.0,777.0,3.8914,181600.0,INLAND --121.46,38.58,40.0,1394.0,397.0,689.0,353.0,1.7765,109800.0,INLAND --121.47,38.58,44.0,2092.0,555.0,878.0,528.0,1.5922,115100.0,INLAND --121.47,38.58,43.0,3807.0,952.0,1484.0,850.0,2.3266,137500.0,INLAND --121.47,38.58,52.0,2035.0,483.0,904.0,459.0,2.6976,109300.0,INLAND --121.48,38.58,52.0,576.0,146.0,273.0,127.0,2.01,94300.0,INLAND --121.48,38.58,48.0,2434.0,744.0,1281.0,662.0,1.6277,140600.0,INLAND --121.49,38.58,52.0,2151.0,664.0,1146.0,603.0,1.4034,90300.0,INLAND --121.48,38.59,52.0,1186.0,341.0,1038.0,320.0,1.6116,70500.0,INLAND --121.49,38.59,20.0,463.0,180.0,486.0,190.0,1.0313,85000.0,INLAND --121.49,38.58,52.0,1000.0,324.0,456.0,250.0,1.4375,168800.0,INLAND --121.5,38.58,5.0,761.0,306.0,2031.0,295.0,0.7526,162500.0,INLAND --121.5,38.58,20.0,4018.0,1220.0,1570.0,1122.0,2.5821,125000.0,INLAND --121.5,38.57,9.0,745.0,175.0,297.0,160.0,3.358,77500.0,INLAND --121.49,38.58,52.0,569.0,405.0,509.0,367.0,0.9196,137500.0,INLAND --121.48,38.58,42.0,1823.0,566.0,761.0,503.0,1.245,137500.0,INLAND --121.48,38.57,47.0,2438.0,804.0,1148.0,747.0,1.4301,141700.0,INLAND --121.48,38.57,52.0,567.0,193.0,272.0,187.0,1.625,187500.0,INLAND --121.49,38.57,49.0,1334.0,492.0,634.0,421.0,1.7568,93800.0,INLAND --121.49,38.57,38.0,2410.0,967.0,1091.0,829.0,1.2209,87900.0,INLAND --121.47,38.57,39.0,1360.0,368.0,589.0,338.0,2.1691,150000.0,INLAND --121.47,38.57,48.0,3136.0,926.0,1443.0,877.0,1.9034,123900.0,INLAND --121.48,38.57,38.0,2809.0,805.0,1243.0,785.0,1.8512,114100.0,INLAND --121.47,38.57,52.0,438.0,103.0,176.0,99.0,3.0217,200000.0,INLAND --121.47,38.57,50.0,3233.0,968.0,1223.0,837.0,1.2041,168100.0,INLAND --121.48,38.58,52.0,2501.0,757.0,1081.0,708.0,1.5872,157500.0,INLAND --121.45,38.57,52.0,2006.0,412.0,825.0,384.0,3.2963,236100.0,INLAND --121.45,38.56,52.0,3170.0,476.0,1027.0,457.0,4.63,233800.0,INLAND --121.46,38.56,52.0,1750.0,372.0,764.0,369.0,2.9191,111800.0,INLAND --121.46,38.57,52.0,810.0,172.0,326.0,151.0,3.1583,140000.0,INLAND --121.46,38.57,52.0,893.0,159.0,367.0,160.0,3.2386,213200.0,INLAND --121.46,38.57,52.0,1917.0,367.0,722.0,358.0,3.1484,158900.0,INLAND --121.46,38.57,52.0,1625.0,419.0,614.0,383.0,2.0549,156700.0,INLAND --121.43,38.56,41.0,1105.0,227.0,443.0,210.0,3.1827,131700.0,INLAND --121.44,38.56,45.0,2423.0,466.0,873.0,438.0,3.7167,131900.0,INLAND --121.44,38.56,52.0,906.0,165.0,257.0,166.0,2.8542,139400.0,INLAND --121.43,38.56,50.0,1533.0,288.0,532.0,257.0,2.5417,125900.0,INLAND --121.43,38.56,46.0,1316.0,244.0,452.0,245.0,3.0938,137800.0,INLAND --121.45,38.57,52.0,3994.0,635.0,1295.0,625.0,5.1169,232500.0,INLAND --121.45,38.56,52.0,3420.0,555.0,1301.0,530.0,4.0417,173800.0,INLAND --121.42,38.55,35.0,182.0,39.0,115.0,43.0,2.6417,98900.0,INLAND --121.43,38.55,44.0,3514.0,714.0,1509.0,656.0,2.7333,100100.0,INLAND --121.45,38.55,19.0,3374.0,808.0,1412.0,753.0,1.4889,77600.0,INLAND --121.46,38.56,52.0,1878.0,393.0,722.0,381.0,3.3348,122800.0,INLAND --121.45,38.56,51.0,1250.0,235.0,452.0,232.0,2.625,121200.0,INLAND --121.44,38.55,46.0,1698.0,383.0,726.0,386.0,2.9821,97000.0,INLAND --121.47,38.56,52.0,889.0,162.0,273.0,145.0,3.125,85600.0,INLAND --121.46,38.56,52.0,907.0,180.0,479.0,177.0,2.2125,104000.0,INLAND --121.46,38.55,52.0,3126.0,648.0,1789.0,558.0,1.7616,84100.0,INLAND --121.46,38.55,52.0,2094.0,463.0,1364.0,407.0,1.2235,68500.0,INLAND --121.47,38.55,48.0,1091.0,403.0,926.0,336.0,1.1458,65400.0,INLAND --121.47,38.56,52.0,1532.0,408.0,782.0,369.0,1.8911,85900.0,INLAND --121.47,38.56,51.0,2083.0,559.0,874.0,524.0,2.0221,95800.0,INLAND --121.47,38.56,44.0,1986.0,573.0,1044.0,490.0,1.7328,88100.0,INLAND --121.48,38.56,44.0,1151.0,263.0,518.0,258.0,2.0089,113600.0,INLAND --121.48,38.56,46.0,1476.0,344.0,688.0,353.0,2.7316,134700.0,INLAND --121.48,38.57,38.0,1145.0,324.0,596.0,288.0,1.78,114300.0,INLAND --121.49,38.56,42.0,900.0,239.0,506.0,231.0,1.2813,87500.0,INLAND --121.49,38.56,35.0,1521.0,457.0,987.0,455.0,1.9013,86900.0,INLAND --121.49,38.57,51.0,1492.0,385.0,736.0,365.0,1.7155,108800.0,INLAND --121.5,38.57,41.0,1124.0,344.0,807.0,316.0,1.4712,94600.0,INLAND --121.5,38.57,44.0,1375.0,351.0,766.0,321.0,2.1719,87500.0,INLAND --121.51,38.57,36.0,613.0,166.0,425.0,147.0,2.2031,93800.0,INLAND --121.5,38.57,45.0,858.0,254.0,510.0,200.0,1.0114,80000.0,INLAND --121.5,38.56,46.0,2646.0,645.0,1684.0,616.0,1.128,123100.0,INLAND --121.51,38.56,43.0,1048.0,312.0,1320.0,294.0,1.0649,137500.0,INLAND --121.51,38.55,45.0,3032.0,631.0,1341.0,597.0,2.8417,137900.0,INLAND --121.51,38.55,46.0,1485.0,278.0,531.0,291.0,2.7885,137200.0,INLAND --121.49,38.56,52.0,1844.0,392.0,667.0,353.0,3.0033,103500.0,INLAND --121.49,38.55,52.0,2515.0,460.0,836.0,442.0,3.3844,151100.0,INLAND --121.5,38.55,52.0,2784.0,455.0,957.0,448.0,5.6402,209800.0,INLAND --121.49,38.56,52.0,1777.0,368.0,624.0,350.0,3.6729,137800.0,INLAND --121.49,38.54,47.0,2313.0,536.0,779.0,442.0,2.5639,123000.0,INLAND --121.5,38.54,52.0,1145.0,133.0,334.0,138.0,8.338,405800.0,INLAND --121.49,38.55,51.0,4280.0,632.0,1486.0,621.0,5.0359,224100.0,INLAND --121.5,38.55,49.0,4094.0,634.0,1363.0,659.0,5.2362,236800.0,INLAND --121.5,38.54,44.0,1167.0,201.0,452.0,209.0,3.7344,179800.0,INLAND --121.48,38.55,52.0,2508.0,360.0,832.0,345.0,7.1035,228700.0,INLAND --121.48,38.55,52.0,2037.0,358.0,811.0,375.0,4.3929,162500.0,INLAND --121.48,38.56,50.0,1587.0,448.0,877.0,380.0,2.0833,94300.0,INLAND --121.48,38.55,52.0,1684.0,309.0,675.0,296.0,4.1467,175000.0,INLAND --121.48,38.55,52.0,2216.0,333.0,714.0,327.0,4.8603,191900.0,INLAND --121.48,38.56,52.0,814.0,216.0,327.0,181.0,2.8542,125000.0,INLAND --121.47,38.55,48.0,968.0,310.0,706.0,274.0,0.9948,65400.0,INLAND --121.47,38.55,29.0,1303.0,308.0,861.0,263.0,1.0208,55800.0,INLAND --121.47,38.54,47.0,2085.0,464.0,1346.0,402.0,1.2679,56700.0,INLAND --121.47,38.55,24.0,979.0,287.0,546.0,291.0,1.186,67000.0,INLAND --121.47,38.55,52.0,1384.0,295.0,561.0,244.0,2.0242,94600.0,INLAND --121.45,38.54,47.0,1159.0,250.0,810.0,244.0,2.7787,56000.0,INLAND --121.45,38.54,41.0,1278.0,308.0,839.0,280.0,1.4702,58300.0,INLAND --121.46,38.54,48.0,1001.0,205.0,605.0,175.0,1.8333,58200.0,INLAND --121.46,38.55,40.0,2077.0,435.0,1454.0,385.0,2.0074,57000.0,INLAND --121.42,38.54,29.0,1407.0,265.0,556.0,235.0,3.0521,108000.0,INLAND --121.43,38.54,43.0,2084.0,417.0,912.0,410.0,2.9769,92700.0,INLAND --121.43,38.54,44.0,1879.0,359.0,791.0,345.0,3.15,101500.0,INLAND --121.44,38.54,44.0,2570.0,509.0,1145.0,503.0,2.5694,92400.0,INLAND --121.45,38.54,48.0,3421.0,734.0,1441.0,727.0,1.9485,86600.0,INLAND --121.42,38.54,18.0,2525.0,501.0,1726.0,468.0,2.398,87600.0,INLAND --121.42,38.54,29.0,2358.0,493.0,1071.0,470.0,2.925,94300.0,INLAND --121.43,38.54,42.0,3321.0,688.0,1346.0,658.0,2.4618,101300.0,INLAND --121.44,38.54,39.0,2855.0,,1217.0,562.0,3.2404,93600.0,INLAND --121.44,38.54,47.0,2518.0,501.0,1308.0,471.0,2.5389,75700.0,INLAND --121.41,38.53,35.0,2061.0,371.0,1110.0,342.0,3.1944,79000.0,INLAND --121.41,38.53,37.0,1058.0,224.0,588.0,231.0,2.9737,72100.0,INLAND --121.42,38.53,37.0,1958.0,367.0,1171.0,366.0,2.8298,71200.0,INLAND --121.42,38.53,36.0,1581.0,288.0,832.0,291.0,3.4083,71800.0,INLAND --121.43,38.53,36.0,1488.0,294.0,846.0,279.0,3.1208,82700.0,INLAND --121.43,38.53,36.0,2430.0,426.0,1199.0,437.0,3.1667,81900.0,INLAND --121.44,38.53,37.0,1951.0,432.0,1089.0,411.0,2.3272,80600.0,INLAND --121.41,38.52,25.0,3087.0,720.0,2529.0,708.0,1.8689,66800.0,INLAND --121.42,38.51,21.0,3249.0,666.0,2611.0,663.0,1.9423,87800.0,INLAND --121.42,38.52,32.0,2828.0,556.0,1655.0,485.0,2.5574,72600.0,INLAND --121.43,38.52,43.0,2089.0,399.0,955.0,385.0,2.5898,72100.0,INLAND --121.43,38.52,30.0,3657.0,945.0,2925.0,899.0,1.3927,78300.0,INLAND --121.44,38.52,38.0,2080.0,388.0,995.0,380.0,2.7697,76600.0,INLAND --121.5,38.53,39.0,3184.0,593.0,1188.0,572.0,4.6923,192000.0,INLAND --121.5,38.53,37.0,3642.0,684.0,1508.0,657.0,3.5231,114300.0,INLAND --121.51,38.53,34.0,1613.0,265.0,631.0,266.0,4.25,191900.0,INLAND --121.51,38.53,36.0,2603.0,408.0,966.0,419.0,5.3135,216600.0,INLAND --121.5,38.52,37.0,2008.0,466.0,1261.0,427.0,2.2574,59100.0,INLAND --121.51,38.51,33.0,2918.0,439.0,1085.0,427.0,5.5208,171300.0,INLAND --121.51,38.51,31.0,1595.0,217.0,542.0,236.0,6.6112,251600.0,INLAND --121.51,38.52,30.0,3236.0,588.0,1167.0,569.0,4.0972,181400.0,INLAND --121.48,38.53,38.0,1451.0,315.0,786.0,340.0,2.3487,101600.0,INLAND --121.49,38.53,40.0,2966.0,536.0,1225.0,505.0,3.125,130600.0,INLAND --121.49,38.54,37.0,1655.0,393.0,841.0,355.0,1.6932,78400.0,INLAND --121.48,38.53,43.0,1378.0,280.0,708.0,280.0,2.3542,103900.0,INLAND --121.48,38.52,36.0,1824.0,357.0,906.0,356.0,2.9911,96400.0,INLAND --121.49,38.52,37.0,1902.0,413.0,955.0,384.0,3.1014,96800.0,INLAND --121.49,38.53,42.0,1468.0,281.0,571.0,271.0,3.3906,124200.0,INLAND --121.48,38.54,41.0,3364.0,685.0,1841.0,626.0,2.1975,73500.0,INLAND --121.48,38.53,37.0,1704.0,361.0,902.0,356.0,1.9837,62300.0,INLAND --121.47,38.54,36.0,2099.0,510.0,1845.0,483.0,1.4138,52500.0,INLAND --121.47,38.53,43.0,3215.0,725.0,2400.0,625.0,1.4625,54400.0,INLAND --121.47,38.53,44.0,543.0,146.0,506.0,125.0,1.3646,65400.0,INLAND --121.49,38.51,18.0,700.0,169.0,260.0,128.0,2.9219,152900.0,INLAND --121.49,38.5,32.0,2364.0,439.0,1331.0,449.0,3.319,84500.0,INLAND --121.49,38.5,30.0,1715.0,271.0,842.0,263.0,3.0313,87900.0,INLAND --121.5,38.5,29.0,2049.0,330.0,787.0,309.0,3.7414,98500.0,INLAND --121.49,38.51,30.0,3166.0,607.0,1857.0,579.0,3.1768,79500.0,INLAND --121.51,38.54,34.0,2815.0,479.0,1075.0,471.0,3.9792,164800.0,INLAND --121.52,38.53,31.0,3089.0,585.0,1366.0,561.0,4.2885,160300.0,INLAND --121.52,38.53,30.0,3377.0,623.0,1289.0,594.0,3.5737,171200.0,INLAND --121.52,38.51,23.0,6876.0,1456.0,2942.0,1386.0,3.0963,156900.0,INLAND --121.51,38.49,21.0,4426.0,790.0,1856.0,761.0,4.1,158300.0,INLAND --121.51,38.5,25.0,4719.0,745.0,1857.0,739.0,5.0371,180200.0,INLAND --121.55,38.51,14.0,5490.0,851.0,2415.0,837.0,6.5253,216800.0,INLAND --121.55,38.5,9.0,4868.0,738.0,2036.0,750.0,5.7621,204600.0,INLAND --121.54,38.5,15.0,6093.0,1051.0,2415.0,997.0,4.2075,183600.0,INLAND --121.54,38.51,17.0,8482.0,1590.0,3362.0,1513.0,4.2216,217900.0,INLAND --121.53,38.5,17.0,3087.0,477.0,1365.0,495.0,6.4667,216800.0,INLAND --121.53,38.51,20.0,6132.0,1324.0,2595.0,1174.0,3.1607,178900.0,INLAND --121.52,38.5,19.0,4900.0,805.0,2519.0,855.0,4.8497,184400.0,INLAND --121.53,38.48,5.0,27870.0,5027.0,11935.0,4855.0,4.8811,212200.0,INLAND --121.52,38.49,5.0,3344.0,800.0,1341.0,670.0,3.6196,152800.0,INLAND --121.54,38.49,6.0,9104.0,1535.0,3759.0,1481.0,5.1442,174500.0,INLAND --121.48,38.52,34.0,2561.0,497.0,1583.0,530.0,3.1583,95800.0,INLAND --121.48,38.51,24.0,979.0,201.0,723.0,205.0,2.5926,72300.0,INLAND --121.48,38.5,23.0,2679.0,792.0,1740.0,659.0,1.3679,70300.0,INLAND --121.49,38.49,26.0,1557.0,301.0,986.0,300.0,2.6613,77700.0,INLAND --121.5,38.49,29.0,3606.0,690.0,2317.0,696.0,2.7368,78200.0,INLAND --121.5,38.49,32.0,4013.0,725.0,2032.0,675.0,3.3689,83400.0,INLAND --121.48,38.49,26.0,3165.0,806.0,2447.0,752.0,1.5908,78600.0,INLAND --121.49,38.49,26.0,4629.0,832.0,2902.0,816.0,2.735,74600.0,INLAND --121.47,38.49,17.0,3595.0,790.0,2760.0,770.0,2.3233,78800.0,INLAND --121.47,38.48,25.0,2969.0,551.0,1745.0,487.0,2.6382,76200.0,INLAND --121.49,38.47,26.0,6121.0,1185.0,4224.0,1105.0,2.3496,68000.0,INLAND --121.47,38.48,24.0,2359.0,462.0,2048.0,476.0,3.2702,67300.0,INLAND --121.45,38.54,38.0,1865.0,384.0,1052.0,354.0,1.7891,60500.0,INLAND --121.45,38.53,38.0,1746.0,388.0,1142.0,315.0,1.7714,69900.0,INLAND --121.45,38.53,34.0,1893.0,415.0,884.0,395.0,2.1679,75400.0,INLAND --121.45,38.53,34.0,1717.0,354.0,848.0,306.0,2.4741,87000.0,INLAND --121.46,38.54,39.0,1453.0,324.0,843.0,281.0,1.7692,63900.0,INLAND --121.46,38.53,37.0,2745.0,588.0,1607.0,556.0,1.8007,65400.0,INLAND --121.46,38.54,36.0,1825.0,411.0,1226.0,391.0,1.5292,55700.0,INLAND --121.47,38.52,26.0,2177.0,638.0,1971.0,560.0,1.2575,66800.0,INLAND --121.46,38.51,18.0,2123.0,606.0,1576.0,599.0,1.5735,110000.0,INLAND --121.45,38.5,25.0,3033.0,665.0,1559.0,627.0,2.7101,99500.0,INLAND --121.47,38.5,17.0,1895.0,424.0,620.0,417.0,1.7188,137500.0,INLAND --121.47,38.51,52.0,20.0,4.0,74.0,9.0,3.625,80000.0,INLAND --121.47,38.52,42.0,2316.0,515.0,1597.0,522.0,1.8205,60400.0,INLAND --121.44,38.52,36.0,3446.0,950.0,2460.0,847.0,1.6521,69700.0,INLAND --121.45,38.51,29.0,4221.0,901.0,2294.0,850.0,2.2245,75900.0,INLAND --121.45,38.52,37.0,1705.0,325.0,827.0,326.0,2.6288,71200.0,INLAND --121.45,38.52,37.0,1477.0,321.0,888.0,312.0,2.5592,70300.0,INLAND --121.46,38.52,29.0,3873.0,797.0,2237.0,706.0,2.1736,72100.0,INLAND --121.46,38.51,32.0,2437.0,592.0,1596.0,557.0,1.68,84100.0,INLAND --121.46,38.52,34.0,1279.0,285.0,963.0,268.0,2.71,65600.0,INLAND --121.44,38.51,27.0,7212.0,1606.0,4828.0,1549.0,2.214,82400.0,INLAND --121.44,38.5,27.0,2527.0,439.0,1089.0,415.0,4.088,96800.0,INLAND --121.44,38.5,20.0,2033.0,586.0,1281.0,521.0,1.4007,97500.0,INLAND --121.42,38.51,15.0,7901.0,1422.0,4769.0,1418.0,2.8139,90400.0,INLAND --121.42,38.5,24.0,7740.0,1539.0,4333.0,1397.0,3.025,87900.0,INLAND --121.46,38.49,15.0,10211.0,1995.0,5656.0,1752.0,2.575,107900.0,INLAND --121.45,38.49,34.0,3573.0,662.0,1540.0,620.0,3.5323,109800.0,INLAND --121.44,38.49,31.0,4297.0,788.0,2083.0,771.0,3.3878,109300.0,INLAND --121.45,38.48,28.0,2780.0,510.0,1638.0,533.0,2.9571,103100.0,INLAND --121.43,38.48,12.0,4602.0,930.0,2299.0,860.0,3.0625,90500.0,INLAND --121.44,38.48,12.0,4929.0,1010.0,2621.0,870.0,2.7262,109800.0,INLAND --121.45,38.48,24.0,1766.0,340.0,1028.0,372.0,3.5402,98700.0,INLAND --121.46,38.48,8.0,3593.0,659.0,1710.0,530.0,3.5227,93100.0,INLAND --121.42,38.49,17.0,13180.0,2444.0,7235.0,2335.0,3.363,103000.0,INLAND --121.42,38.48,13.0,7880.0,1992.0,4749.0,1882.0,1.9657,116000.0,INLAND --121.4,38.49,12.0,7290.0,1283.0,3960.0,1248.0,3.5968,106300.0,INLAND --121.38,38.49,11.0,8537.0,1643.0,4224.0,1648.0,2.9647,108900.0,INLAND --121.39,38.51,19.0,1808.0,375.0,758.0,320.0,2.0062,92000.0,INLAND --121.42,38.56,21.0,2066.0,748.0,2548.0,734.0,1.3571,55000.0,INLAND --121.39,38.56,19.0,8507.0,1470.0,3517.0,1453.0,4.3644,137400.0,INLAND --121.38,38.55,23.0,2790.0,430.0,1407.0,460.0,4.3288,133700.0,INLAND --121.38,38.55,26.0,1532.0,264.0,781.0,285.0,4.6944,130900.0,INLAND --121.39,38.55,25.0,2171.0,431.0,1053.0,422.0,3.5278,126200.0,INLAND --121.39,38.55,18.0,1734.0,467.0,783.0,447.0,1.9044,154300.0,INLAND --121.4,38.55,26.0,2697.0,398.0,1088.0,389.0,5.0,142500.0,INLAND --121.41,38.55,14.0,2534.0,705.0,1495.0,583.0,1.9167,156300.0,INLAND --121.4,38.55,19.0,2497.0,494.0,748.0,442.0,2.925,142400.0,INLAND --121.4,38.53,38.0,152.0,30.0,65.0,35.0,0.9274,67500.0,INLAND --121.48,38.59,43.0,987.0,240.0,1253.0,237.0,0.9204,82100.0,INLAND --121.5,38.59,43.0,88.0,21.0,119.0,19.0,1.725,67500.0,INLAND --121.44,38.6,16.0,2987.0,864.0,1240.0,755.0,2.8231,137500.0,INLAND --121.41,38.56,17.0,7228.0,1369.0,2455.0,1365.0,5.1385,179500.0,INLAND --121.37,38.57,22.0,4899.0,847.0,1701.0,826.0,5.2449,387000.0,INLAND --121.39,38.57,33.0,2648.0,357.0,863.0,359.0,8.4016,338700.0,INLAND --121.4,38.57,25.0,2022.0,295.0,639.0,278.0,5.8416,297600.0,INLAND --121.41,38.57,16.0,4429.0,1124.0,1538.0,960.0,3.2443,190700.0,INLAND --121.4,38.56,22.0,2623.0,357.0,838.0,368.0,7.143,327800.0,INLAND --121.42,38.6,23.0,3713.0,1078.0,2194.0,1018.0,1.7451,89600.0,INLAND --121.42,38.6,35.0,1166.0,193.0,574.0,190.0,2.2452,102800.0,INLAND --121.42,38.6,36.0,1327.0,209.0,613.0,230.0,3.8672,111400.0,INLAND --121.43,38.61,33.0,2289.0,576.0,1100.0,503.0,2.1694,95700.0,INLAND --121.44,38.61,34.0,172.0,38.0,149.0,55.0,2.6442,55000.0,INLAND --121.41,38.61,36.0,3099.0,605.0,1322.0,623.0,3.4784,105500.0,INLAND --121.41,38.6,16.0,5407.0,1467.0,2523.0,1265.0,2.0471,104200.0,INLAND --121.41,38.59,18.0,5527.0,1446.0,2883.0,1305.0,2.6485,114500.0,INLAND --121.41,38.59,17.0,12355.0,3630.0,5692.0,3073.0,2.5245,99100.0,INLAND --121.41,38.58,18.0,6955.0,1882.0,2803.0,1740.0,3.089,141400.0,INLAND --121.39,38.61,36.0,2396.0,536.0,1225.0,515.0,2.9559,136600.0,INLAND --121.39,38.6,22.0,5773.0,1320.0,2607.0,1250.0,2.5238,118800.0,INLAND --121.4,38.61,37.0,1994.0,347.0,782.0,355.0,4.1488,136400.0,INLAND --121.38,38.59,36.0,1239.0,237.0,764.0,222.0,3.0156,103000.0,INLAND --121.39,38.59,33.0,2091.0,468.0,1053.0,470.0,2.2264,108100.0,INLAND --121.39,38.59,34.0,1151.0,234.0,563.0,251.0,2.8,113600.0,INLAND --121.4,38.59,25.0,2228.0,534.0,1130.0,481.0,2.5363,124600.0,INLAND --121.4,38.59,18.0,2614.0,624.0,1181.0,616.0,2.0432,156800.0,INLAND --121.38,38.59,36.0,2253.0,434.0,1018.0,426.0,3.2596,98700.0,INLAND --121.39,38.58,36.0,2019.0,369.0,878.0,356.0,2.8462,93400.0,INLAND --121.39,38.58,41.0,2577.0,365.0,913.0,339.0,6.3406,448300.0,INLAND --121.37,38.6,35.0,3137.0,544.0,1312.0,549.0,3.788,136800.0,INLAND --121.37,38.6,36.0,1119.0,144.0,414.0,150.0,5.8336,283300.0,INLAND --121.38,38.6,36.0,1249.0,159.0,362.0,143.0,6.8469,446400.0,INLAND --121.38,38.61,34.0,2888.0,496.0,1168.0,479.0,3.6053,148600.0,INLAND --121.37,38.59,36.0,2523.0,401.0,927.0,398.0,3.5179,207800.0,INLAND --121.37,38.58,37.0,2839.0,390.0,1006.0,400.0,7.3343,280400.0,INLAND --121.38,38.58,38.0,2968.0,475.0,1176.0,454.0,5.0497,191700.0,INLAND --121.38,38.59,38.0,1839.0,287.0,685.0,276.0,4.5313,189400.0,INLAND --121.37,38.59,36.0,2388.0,369.0,838.0,356.0,4.775,194100.0,INLAND --121.35,38.61,27.0,3900.0,776.0,1549.0,761.0,2.7788,115700.0,INLAND --121.35,38.6,27.0,4314.0,611.0,1662.0,575.0,5.0997,170100.0,INLAND --121.36,38.6,35.0,1930.0,328.0,805.0,338.0,4.4643,133000.0,INLAND --121.36,38.6,36.0,1275.0,227.0,530.0,245.0,3.875,133600.0,INLAND --121.36,38.61,35.0,2355.0,365.0,993.0,354.0,5.0492,144100.0,INLAND --121.35,38.59,29.0,1285.0,193.0,460.0,206.0,5.3243,265700.0,INLAND --121.36,38.59,32.0,3303.0,480.0,1185.0,436.0,5.0508,225700.0,INLAND --121.36,38.58,25.0,3196.0,406.0,978.0,419.0,8.4699,344000.0,INLAND --121.35,38.58,20.0,2992.0,378.0,1105.0,368.0,8.6572,320200.0,INLAND --121.34,38.58,18.0,1631.0,228.0,599.0,228.0,7.8031,267200.0,INLAND --121.34,38.59,23.0,2912.0,421.0,1132.0,410.0,5.9174,225900.0,INLAND --121.34,38.59,22.0,3273.0,480.0,1151.0,463.0,8.05,380000.0,INLAND --121.36,38.64,24.0,6540.0,1008.0,2667.0,1031.0,5.5632,175200.0,INLAND --121.36,38.63,28.0,6119.0,985.0,2631.0,934.0,4.875,146400.0,INLAND --121.35,38.62,28.0,4175.0,796.0,2032.0,830.0,3.4299,164000.0,INLAND --121.35,38.61,25.0,4916.0,1243.0,2140.0,1136.0,2.5511,134100.0,INLAND --121.36,38.61,37.0,2191.0,394.0,951.0,362.0,3.8882,159500.0,INLAND --121.36,38.62,34.0,2447.0,503.0,1077.0,456.0,3.058,133000.0,INLAND --121.36,38.63,30.0,2619.0,370.0,940.0,359.0,4.7283,164500.0,INLAND --121.37,38.64,36.0,322.0,48.0,133.0,59.0,4.6111,139300.0,INLAND --121.38,38.64,19.0,4563.0,1069.0,2256.0,926.0,2.1472,143400.0,INLAND --121.37,38.63,32.0,3658.0,797.0,1452.0,715.0,2.6623,120700.0,INLAND --121.37,38.63,37.0,494.0,86.0,253.0,99.0,4.8194,141100.0,INLAND --121.37,38.63,30.0,5996.0,1018.0,2532.0,1049.0,4.6127,151800.0,INLAND --121.37,38.62,27.0,1743.0,380.0,697.0,368.0,1.6678,166100.0,INLAND --121.38,38.62,34.0,2352.0,610.0,1127.0,592.0,2.2,116500.0,INLAND --121.38,38.62,41.0,774.0,144.0,356.0,150.0,3.5625,115300.0,INLAND --121.37,38.62,43.0,1077.0,199.0,447.0,182.0,3.0139,115600.0,INLAND --121.37,38.61,42.0,945.0,193.0,460.0,193.0,3.7569,127100.0,INLAND --121.37,38.61,39.0,823.0,146.0,329.0,144.0,3.0833,114100.0,INLAND --121.38,38.61,27.0,2375.0,537.0,863.0,452.0,3.0086,126900.0,INLAND --121.39,38.63,30.0,2930.0,739.0,1661.0,668.0,2.7813,118900.0,INLAND --121.39,38.63,34.0,1226.0,180.0,359.0,167.0,3.8068,150400.0,INLAND --121.39,38.61,35.0,2024.0,359.0,786.0,364.0,2.4632,156900.0,INLAND --121.39,38.62,27.0,5693.0,1487.0,2334.0,1387.0,2.2844,170500.0,INLAND --121.39,38.62,45.0,2696.0,624.0,1059.0,582.0,1.8176,160900.0,INLAND --121.4,38.63,30.0,3626.0,834.0,1577.0,806.0,2.517,130400.0,INLAND --121.4,38.63,31.0,1540.0,452.0,1079.0,444.0,1.8571,98700.0,INLAND --121.4,38.62,28.0,3671.0,886.0,1733.0,820.0,2.2292,113200.0,INLAND --121.4,38.61,33.0,3512.0,825.0,1515.0,782.0,1.9908,118800.0,INLAND --121.41,38.62,21.0,3260.0,763.0,1735.0,736.0,2.5162,97500.0,INLAND --121.42,38.62,33.0,3171.0,832.0,1591.0,695.0,2.0786,88600.0,INLAND --121.42,38.61,34.0,1126.0,256.0,589.0,243.0,2.1776,84400.0,INLAND --121.43,38.61,40.0,1134.0,252.0,675.0,249.0,1.3696,65200.0,INLAND --121.42,38.62,41.0,1087.0,272.0,462.0,219.0,2.0224,64900.0,INLAND --121.42,38.63,42.0,1385.0,273.0,740.0,274.0,2.6055,78000.0,INLAND --121.43,38.63,43.0,1009.0,225.0,604.0,218.0,1.6641,67000.0,INLAND --121.42,38.63,42.0,2217.0,536.0,1203.0,507.0,1.9412,73100.0,INLAND --121.43,38.62,36.0,1765.0,438.0,1008.0,382.0,2.0639,73000.0,INLAND --121.44,38.61,41.0,1404.0,313.0,765.0,330.0,1.8792,63300.0,INLAND --121.41,38.64,41.0,1578.0,317.0,897.0,333.0,2.3214,66800.0,INLAND --121.41,38.64,38.0,1384.0,287.0,682.0,280.0,1.9167,64400.0,INLAND --121.42,38.64,42.0,1720.0,382.0,1069.0,362.0,1.8611,60500.0,INLAND --121.42,38.64,44.0,1728.0,367.0,1042.0,349.0,1.6033,58500.0,INLAND --121.42,38.65,21.0,2274.0,495.0,1157.0,445.0,2.098,49800.0,INLAND --121.43,38.65,18.0,909.0,198.0,661.0,176.0,3.1696,77400.0,INLAND --121.43,38.64,34.0,2010.0,411.0,1501.0,422.0,2.0417,65900.0,INLAND --121.44,38.64,18.0,1756.0,442.0,837.0,320.0,1.125,70500.0,INLAND --121.44,38.64,25.0,1678.0,367.0,971.0,307.0,1.0398,62100.0,INLAND --121.44,38.65,28.0,1219.0,240.0,559.0,212.0,3.8295,122200.0,INLAND --121.44,38.63,38.0,1673.0,399.0,1116.0,382.0,1.3302,62200.0,INLAND --121.44,38.63,33.0,1077.0,271.0,753.0,236.0,1.3462,55900.0,INLAND --121.44,38.63,38.0,1402.0,370.0,970.0,382.0,1.6343,71000.0,INLAND --121.44,38.62,37.0,1607.0,385.0,972.0,354.0,1.9107,64700.0,INLAND --121.44,38.62,37.0,3009.0,733.0,1513.0,588.0,1.4387,61000.0,INLAND --121.45,38.65,5.0,2680.0,502.0,1885.0,498.0,2.6369,110000.0,INLAND --121.46,38.65,8.0,3746.0,767.0,2161.0,744.0,3.2039,103400.0,INLAND --121.46,38.65,14.0,3167.0,551.0,1787.0,533.0,3.8125,92600.0,INLAND --121.45,38.64,23.0,1481.0,343.0,1079.0,315.0,1.867,60600.0,INLAND --121.46,38.64,20.0,1517.0,323.0,1287.0,328.0,1.6607,67000.0,INLAND --121.46,38.63,26.0,3185.0,658.0,2444.0,626.0,1.56,67600.0,INLAND --121.45,38.63,28.0,1246.0,295.0,884.0,258.0,1.4397,51700.0,INLAND --121.45,38.62,37.0,1534.0,315.0,1147.0,322.0,2.5643,59800.0,INLAND --121.45,38.62,38.0,2419.0,605.0,1696.0,503.0,1.4861,63100.0,INLAND --121.45,38.61,32.0,2436.0,612.0,1509.0,618.0,1.0424,81400.0,INLAND --121.46,38.61,43.0,705.0,178.0,464.0,159.0,2.4205,60900.0,INLAND --121.46,38.62,35.0,3326.0,696.0,2511.0,649.0,1.9871,60900.0,INLAND --121.44,38.61,33.0,1591.0,466.0,1000.0,418.0,1.0467,70100.0,INLAND --121.45,38.6,44.0,2324.0,413.0,823.0,375.0,4.6625,158900.0,INLAND --121.45,38.61,46.0,1758.0,511.0,1094.0,484.0,1.0685,70000.0,INLAND --121.46,38.61,43.0,1111.0,269.0,613.0,290.0,1.2917,66300.0,INLAND --121.46,38.6,29.0,1978.0,538.0,823.0,490.0,1.9688,135600.0,INLAND --121.45,38.61,34.0,438.0,116.0,263.0,100.0,0.9379,67500.0,INLAND --121.47,38.63,29.0,2197.0,520.0,1374.0,483.0,2.1889,69300.0,INLAND --121.47,38.61,31.0,1072.0,,781.0,281.0,1.6563,65800.0,INLAND --121.47,38.61,35.0,1372.0,360.0,850.0,328.0,1.6331,67500.0,INLAND --121.52,38.65,17.0,1269.0,233.0,494.0,231.0,3.9615,331300.0,INLAND --121.53,38.61,5.0,8149.0,1913.0,2933.0,1616.0,3.6788,178800.0,INLAND --121.49,38.63,6.0,12197.0,2617.0,5634.0,2329.0,3.7449,129300.0,INLAND --121.5,38.62,8.0,16679.0,3457.0,7919.0,3329.0,3.7188,134500.0,INLAND --121.5,38.61,5.0,1395.0,373.0,638.0,322.0,2.6745,225000.0,INLAND --121.5,38.63,6.0,693.0,143.0,276.0,151.0,3.1944,117000.0,INLAND --121.49,38.62,8.0,15309.0,2996.0,7463.0,2885.0,3.9143,129700.0,INLAND --121.49,38.61,6.0,4391.0,974.0,1982.0,914.0,3.4291,105300.0,INLAND --121.48,38.62,23.0,7709.0,1279.0,4147.0,1262.0,3.8272,96600.0,INLAND --121.48,38.61,18.0,1511.0,315.0,1062.0,304.0,2.3438,89400.0,INLAND --121.51,38.69,28.0,800.0,149.0,450.0,158.0,2.1029,108600.0,INLAND --121.59,38.69,32.0,541.0,82.0,229.0,98.0,8.0379,383300.0,INLAND --121.42,38.72,10.0,3054.0,528.0,1932.0,510.0,3.0903,91900.0,INLAND --121.44,38.73,25.0,1287.0,224.0,727.0,236.0,4.7396,135500.0,INLAND --121.47,38.72,26.0,1708.0,299.0,911.0,290.0,4.0227,99800.0,INLAND --121.44,38.71,25.0,2336.0,406.0,1172.0,408.0,3.5129,101200.0,INLAND --121.42,38.7,10.0,2562.0,460.0,1478.0,433.0,4.0625,96200.0,INLAND --121.45,38.7,24.0,2159.0,369.0,1141.0,355.0,3.9853,90400.0,INLAND --121.46,38.7,32.0,965.0,183.0,568.0,188.0,3.8611,93900.0,INLAND --121.43,38.69,28.0,927.0,165.0,542.0,148.0,2.5,96200.0,INLAND --121.44,38.68,19.0,2476.0,534.0,1355.0,463.0,2.0625,94400.0,INLAND --121.42,38.68,32.0,2118.0,345.0,1019.0,338.0,3.725,112200.0,INLAND --121.41,38.69,28.0,1601.0,308.0,848.0,305.0,3.6429,105200.0,INLAND --121.44,38.69,24.0,3124.0,556.0,1512.0,555.0,3.1942,94900.0,INLAND --121.45,38.69,32.0,2962.0,526.0,1542.0,521.0,2.2243,89200.0,INLAND --121.46,38.68,35.0,1299.0,254.0,705.0,245.0,2.8333,103000.0,INLAND --121.47,38.68,19.0,946.0,182.0,474.0,173.0,5.0155,97300.0,INLAND --121.46,38.69,11.0,3335.0,658.0,1963.0,622.0,3.3125,96800.0,INLAND --121.47,38.7,31.0,1007.0,181.0,563.0,185.0,3.625,91300.0,INLAND --121.43,38.66,35.0,1814.0,367.0,1076.0,372.0,2.7179,81100.0,INLAND --121.46,38.66,3.0,3438.0,603.0,1602.0,554.0,3.9914,120500.0,INLAND --121.4,38.66,50.0,880.0,150.0,1148.0,148.0,2.5062,112500.0,INLAND --121.37,38.69,29.0,2103.0,380.0,1124.0,387.0,3.0833,87000.0,INLAND --121.37,38.68,34.0,1086.0,187.0,663.0,190.0,3.3074,84200.0,INLAND --121.38,38.68,35.0,1643.0,298.0,831.0,305.0,4.0673,84200.0,INLAND --121.37,38.68,36.0,1775.0,296.0,937.0,305.0,3.1786,83400.0,INLAND --121.37,38.69,35.0,1851.0,327.0,1007.0,286.0,3.2361,84000.0,INLAND --121.38,38.69,35.0,2943.0,554.0,1460.0,510.0,2.6713,84400.0,INLAND --121.39,38.69,38.0,300.0,47.0,154.0,51.0,4.0909,108300.0,INLAND --121.37,38.69,35.0,1093.0,192.0,590.0,190.0,2.7009,80200.0,INLAND --121.37,38.68,29.0,3757.0,646.0,2022.0,611.0,3.5429,88200.0,INLAND --121.37,38.68,35.0,1620.0,276.0,939.0,277.0,2.5542,72900.0,INLAND --121.38,38.68,35.0,1565.0,290.0,861.0,277.0,2.4844,77000.0,INLAND --121.38,38.68,40.0,67.0,17.0,50.0,32.0,1.7596,93800.0,INLAND --121.37,38.67,36.0,1354.0,258.0,771.0,267.0,2.2723,78800.0,INLAND --121.37,38.67,36.0,1786.0,338.0,974.0,319.0,2.555,72700.0,INLAND --121.38,38.67,37.0,2176.0,460.0,1067.0,357.0,2.3958,78400.0,INLAND --121.38,38.67,38.0,1001.0,228.0,597.0,226.0,2.2788,73400.0,INLAND --121.39,38.67,35.0,562.0,174.0,240.0,106.0,0.9338,112500.0,INLAND --121.37,38.7,18.0,3938.0,649.0,1861.0,606.0,3.6484,95000.0,INLAND --121.38,38.7,25.0,3919.0,764.0,2203.0,783.0,2.2402,89500.0,INLAND --121.39,38.69,30.0,2897.0,506.0,1508.0,478.0,3.865,88400.0,INLAND --121.37,38.7,26.0,2230.0,410.0,1155.0,377.0,3.4911,88200.0,INLAND --121.34,38.69,16.0,2686.0,516.0,1553.0,529.0,3.7857,112700.0,INLAND --121.34,38.69,17.0,1968.0,364.0,996.0,331.0,3.7031,114300.0,INLAND --121.35,38.68,20.0,7085.0,1222.0,3455.0,1229.0,4.3118,120000.0,INLAND --121.35,38.68,18.0,7923.0,1558.0,3789.0,1473.0,3.5403,98600.0,INLAND --121.35,38.72,2.0,21897.0,3513.0,8652.0,2873.0,4.5432,151300.0,INLAND --121.38,38.71,7.0,4842.0,935.0,2857.0,907.0,3.9318,133000.0,INLAND --121.4,38.71,15.0,4680.0,758.0,2626.0,729.0,3.8355,107000.0,INLAND --121.36,38.69,13.0,6850.0,1400.0,4251.0,1421.0,3.6989,93300.0,INLAND --121.35,38.7,5.0,14414.0,2979.0,7608.0,2832.0,3.5802,129600.0,INLAND --121.36,38.67,17.0,2770.0,684.0,1471.0,624.0,2.3683,82500.0,INLAND --121.36,38.67,5.0,5819.0,1507.0,3237.0,1356.0,2.2339,116600.0,INLAND --121.37,38.66,9.0,3184.0,779.0,1929.0,769.0,2.3844,86000.0,INLAND --121.36,38.66,22.0,2878.0,599.0,1362.0,541.0,2.7955,96500.0,INLAND --121.37,38.66,17.0,4866.0,1056.0,2371.0,1030.0,2.4574,103300.0,INLAND --121.38,38.66,17.0,3778.0,939.0,2393.0,862.0,1.8972,100500.0,INLAND --121.38,38.65,34.0,825.0,173.0,355.0,130.0,3.1858,109500.0,INLAND --121.39,38.64,33.0,1503.0,282.0,652.0,229.0,3.6937,99300.0,INLAND --121.34,38.68,28.0,3379.0,552.0,1543.0,556.0,4.2743,124000.0,INLAND --121.34,38.67,34.0,1503.0,264.0,731.0,285.0,4.0352,118500.0,INLAND --121.34,38.67,35.0,643.0,117.0,331.0,134.0,3.0417,120700.0,INLAND --121.34,38.66,16.0,3154.0,860.0,1837.0,793.0,1.9805,92900.0,INLAND --121.35,38.66,8.0,3322.0,805.0,1694.0,774.0,2.7011,130700.0,INLAND --121.34,38.66,17.0,1149.0,257.0,583.0,243.0,2.8092,137500.0,INLAND --121.34,38.66,18.0,4164.0,963.0,2032.0,898.0,2.119,133100.0,INLAND --121.35,38.66,24.0,3313.0,769.0,1631.0,681.0,2.5556,105700.0,INLAND --121.36,38.66,14.0,756.0,141.0,424.0,155.0,3.6953,116100.0,INLAND --121.37,38.64,27.0,1672.0,299.0,757.0,282.0,3.6786,159700.0,INLAND --121.35,38.65,20.0,2498.0,546.0,1185.0,506.0,3.2243,107900.0,INLAND --121.33,38.66,15.0,4371.0,908.0,1842.0,818.0,2.7797,105500.0,INLAND --121.33,38.65,23.0,2446.0,523.0,1132.0,513.0,2.6266,198500.0,INLAND --121.34,38.65,27.0,1595.0,246.0,610.0,253.0,4.6,199000.0,INLAND --121.33,38.65,24.0,3533.0,741.0,1496.0,723.0,2.8106,183200.0,INLAND --121.34,38.64,12.0,2772.0,578.0,1335.0,565.0,3.8068,161000.0,INLAND --121.33,38.64,27.0,2203.0,493.0,1158.0,492.0,2.4342,119500.0,INLAND --121.34,38.64,17.0,2761.0,501.0,1128.0,482.0,3.7562,139700.0,INLAND --121.34,38.63,13.0,3033.0,540.0,1363.0,519.0,4.0036,161700.0,INLAND --121.33,38.63,23.0,1947.0,409.0,866.0,400.0,2.7181,156800.0,INLAND --121.33,38.62,19.0,1853.0,415.0,772.0,397.0,2.2574,135800.0,INLAND --121.34,38.62,20.0,4021.0,864.0,1658.0,730.0,2.4537,153000.0,INLAND --121.34,38.61,22.0,1778.0,408.0,875.0,375.0,2.6023,142200.0,INLAND --121.34,38.61,11.0,1716.0,404.0,722.0,415.0,2.0926,166100.0,INLAND --121.33,38.61,21.0,2453.0,518.0,1326.0,505.0,2.7079,148000.0,INLAND --121.34,38.61,20.0,5801.0,1148.0,2586.0,1063.0,3.9063,162100.0,INLAND --121.33,38.6,25.0,4260.0,607.0,1635.0,640.0,6.2817,288200.0,INLAND --121.29,38.63,24.0,2868.0,527.0,1284.0,487.0,3.3182,213000.0,INLAND --121.3,38.63,31.0,1817.0,372.0,992.0,339.0,3.0972,150000.0,INLAND --121.32,38.63,20.0,7003.0,1409.0,3107.0,1315.0,3.0348,150500.0,INLAND --121.31,38.62,31.0,3114.0,430.0,1121.0,456.0,6.244,240000.0,INLAND --121.32,38.62,29.0,2430.0,448.0,1087.0,394.0,3.0864,177900.0,INLAND --121.32,38.62,33.0,898.0,190.0,470.0,201.0,2.6897,148300.0,INLAND --121.32,38.61,22.0,3902.0,845.0,1870.0,763.0,2.774,190200.0,INLAND --121.31,38.61,17.0,992.0,151.0,316.0,159.0,6.6238,326700.0,INLAND --121.3,38.64,20.0,5001.0,830.0,2330.0,830.0,4.0833,160000.0,INLAND --121.31,38.64,19.0,5407.0,838.0,1927.0,804.0,4.6302,195400.0,INLAND --121.32,38.64,19.0,8501.0,1558.0,3576.0,1467.0,3.6523,158500.0,INLAND --121.31,38.66,27.0,1713.0,282.0,761.0,295.0,5.2081,136400.0,INLAND --121.31,38.66,26.0,1604.0,245.0,751.0,267.0,4.7381,140500.0,INLAND --121.32,38.66,26.0,1149.0,193.0,500.0,194.0,5.078,163400.0,INLAND --121.32,38.66,21.0,1276.0,208.0,501.0,205.0,3.95,143600.0,INLAND --121.32,38.65,23.0,2628.0,499.0,1210.0,453.0,3.0952,157700.0,INLAND --121.31,38.65,21.0,2759.0,409.0,1053.0,374.0,5.5,165700.0,INLAND --121.3,38.66,21.0,3824.0,634.0,1818.0,600.0,3.712,139000.0,INLAND --121.3,38.66,28.0,3391.0,550.0,1546.0,553.0,4.2188,139200.0,INLAND --121.3,38.65,26.0,3192.0,447.0,1132.0,418.0,4.5278,144300.0,INLAND --121.3,38.65,36.0,1665.0,293.0,846.0,306.0,3.5852,121600.0,INLAND --121.21,38.66,15.0,6940.0,1019.0,2829.0,990.0,5.4889,232300.0,INLAND --121.21,38.65,14.0,3443.0,510.0,1413.0,505.0,5.6529,196000.0,INLAND --121.24,38.64,13.0,4491.0,689.0,1657.0,667.0,5.259,249400.0,INLAND --121.23,38.65,19.0,2926.0,476.0,1349.0,480.0,4.6437,212900.0,INLAND --121.23,38.66,19.0,3243.0,546.0,1334.0,515.0,4.8088,169500.0,INLAND --121.24,38.66,14.0,3335.0,440.0,1329.0,429.0,6.2082,250300.0,INLAND --121.28,38.66,17.0,7741.0,1401.0,3153.0,1331.0,3.7869,216100.0,INLAND --121.25,38.66,26.0,3670.0,556.0,1616.0,550.0,5.02,169600.0,INLAND --121.26,38.66,19.0,3170.0,444.0,1344.0,452.0,6.1183,221600.0,INLAND --121.27,38.66,19.0,1891.0,266.0,678.0,255.0,6.1872,188700.0,INLAND --121.27,38.66,15.0,2642.0,520.0,1032.0,475.0,4.1382,189800.0,INLAND --121.25,38.64,21.0,2764.0,363.0,902.0,360.0,5.6864,258700.0,INLAND --121.26,38.65,17.0,2655.0,421.0,991.0,384.0,4.6484,270600.0,INLAND --121.27,38.65,25.0,2787.0,601.0,1247.0,522.0,2.9016,159800.0,INLAND --121.27,38.64,22.0,1597.0,280.0,657.0,273.0,4.3098,213500.0,INLAND --121.26,38.64,40.0,1098.0,175.0,415.0,160.0,4.8375,217400.0,INLAND --121.27,38.65,33.0,1984.0,289.0,842.0,276.0,5.2949,173300.0,INLAND --121.29,38.65,27.0,2744.0,464.0,1340.0,452.0,3.8816,147300.0,INLAND --121.28,38.64,24.0,3459.0,573.0,1336.0,544.0,4.8661,186200.0,INLAND --121.28,38.63,36.0,120.0,16.0,30.0,14.0,10.2264,350000.0,INLAND --121.28,38.64,19.0,3574.0,669.0,1373.0,643.0,3.6298,242100.0,INLAND --121.28,38.71,8.0,4053.0,912.0,2033.0,897.0,2.8973,117100.0,INLAND --121.28,38.7,14.0,5827.0,1246.0,2578.0,1038.0,3.0212,112900.0,INLAND --121.28,38.71,35.0,3095.0,594.0,1550.0,576.0,3.575,113500.0,INLAND --121.28,38.7,15.0,5828.0,1051.0,2868.0,1037.0,3.7813,143200.0,INLAND --121.28,38.68,14.0,11442.0,2690.0,6068.0,2435.0,2.6016,121200.0,INLAND --121.3,38.7,18.0,7334.0,1332.0,3339.0,1271.0,3.235,124700.0,INLAND --121.3,38.69,21.0,6575.0,1105.0,3358.0,1098.0,4.0739,115400.0,INLAND --121.32,38.69,11.0,13796.0,2372.0,6000.0,2250.0,3.8776,124500.0,INLAND --121.33,38.68,13.0,5826.0,1411.0,2244.0,1219.0,1.9093,142900.0,INLAND --121.3,38.71,17.0,5434.0,1106.0,2755.0,1047.0,2.8226,99900.0,INLAND --121.29,38.71,32.0,1875.0,361.0,1027.0,343.0,3.5769,103800.0,INLAND --121.3,38.72,15.0,2514.0,482.0,1166.0,503.0,2.2813,131900.0,INLAND --121.31,38.72,11.0,2306.0,420.0,1308.0,418.0,3.9506,122200.0,INLAND --121.32,38.71,14.0,4594.0,774.0,2474.0,782.0,4.5245,127500.0,INLAND --121.31,38.71,18.0,3998.0,744.0,2071.0,660.0,4.3836,102000.0,INLAND --121.32,38.7,17.0,3214.0,551.0,1879.0,562.0,4.3643,124900.0,INLAND --121.32,38.7,16.0,2966.0,578.0,1365.0,480.0,3.2444,118400.0,INLAND --121.32,38.7,16.0,3592.0,642.0,1740.0,629.0,3.0703,126000.0,INLAND --121.33,38.7,15.0,2226.0,421.0,1004.0,417.0,2.7868,117800.0,INLAND --121.33,38.69,15.0,3137.0,509.0,1635.0,544.0,4.6923,122700.0,INLAND --121.32,38.68,25.0,1252.0,207.0,587.0,217.0,3.5893,146400.0,INLAND --121.32,38.67,10.0,3908.0,890.0,1898.0,798.0,2.8426,130600.0,INLAND --121.32,38.67,21.0,3455.0,706.0,1605.0,704.0,3.1382,91600.0,INLAND --121.31,38.67,26.0,1387.0,226.0,807.0,244.0,4.1563,135700.0,INLAND --121.33,38.67,17.0,2683.0,704.0,1410.0,659.0,1.962,130200.0,INLAND --121.33,38.66,17.0,2767.0,584.0,1275.0,568.0,2.5909,125400.0,INLAND --121.31,38.67,27.0,1998.0,353.0,970.0,343.0,4.8224,115500.0,INLAND --121.32,38.67,31.0,2532.0,479.0,1396.0,467.0,4.0417,114500.0,INLAND --121.29,38.68,12.0,5098.0,1094.0,2029.0,1065.0,3.5444,132500.0,INLAND --121.3,38.69,13.0,2135.0,429.0,779.0,432.0,3.6995,134900.0,INLAND --121.31,38.68,16.0,5179.0,1271.0,2181.0,1151.0,2.1009,82500.0,INLAND --121.31,38.68,22.0,1194.0,207.0,545.0,223.0,3.8603,134300.0,INLAND --121.3,38.67,15.0,4018.0,850.0,2070.0,814.0,3.0733,119800.0,INLAND --121.3,38.68,19.0,2655.0,438.0,1253.0,454.0,5.2817,140600.0,INLAND --121.3,38.67,20.0,1234.0,208.0,649.0,211.0,4.8523,143000.0,INLAND --121.3,38.66,32.0,2915.0,492.0,1292.0,454.0,3.3188,117100.0,INLAND --121.3,38.67,23.0,2145.0,340.0,1022.0,349.0,4.2037,125400.0,INLAND --121.27,38.7,16.0,3747.0,586.0,1817.0,590.0,4.6488,145300.0,INLAND --121.27,38.69,16.0,3389.0,597.0,1674.0,568.0,4.4489,145600.0,INLAND --121.26,38.68,4.0,3080.0,827.0,1195.0,683.0,2.7477,133000.0,INLAND --121.24,38.7,13.0,3243.0,488.0,1585.0,480.0,5.7133,166800.0,INLAND --121.25,38.7,16.0,3262.0,533.0,1794.0,543.0,4.2464,144400.0,INLAND --121.26,38.69,17.0,3917.0,638.0,1809.0,564.0,5.2586,137000.0,INLAND --121.25,38.69,17.0,3050.0,481.0,1490.0,489.0,4.5562,134500.0,INLAND --121.25,38.69,24.0,1014.0,185.0,606.0,194.0,4.1607,112800.0,INLAND --121.24,38.68,20.0,1402.0,236.0,676.0,236.0,3.7426,135500.0,INLAND --121.25,38.68,15.0,1497.0,243.0,730.0,242.0,4.9688,135600.0,INLAND --121.26,38.68,13.0,4256.0,619.0,1948.0,622.0,5.2051,167400.0,INLAND --121.25,38.68,13.0,503.0,70.0,267.0,77.0,6.1943,276100.0,INLAND --121.25,38.67,14.0,6155.0,1034.0,2407.0,941.0,4.2262,244300.0,INLAND --121.26,38.67,18.0,1830.0,313.0,905.0,361.0,4.2273,141800.0,INLAND --121.27,38.67,16.0,3185.0,886.0,1550.0,802.0,2.5199,149000.0,INLAND --121.26,38.66,8.0,1145.0,241.0,447.0,216.0,4.0781,124300.0,INLAND --121.27,38.67,15.0,2116.0,524.0,866.0,519.0,2.7388,111600.0,INLAND --121.27,38.67,15.0,1701.0,346.0,723.0,352.0,3.8906,128700.0,INLAND --121.28,38.68,16.0,3467.0,615.0,1478.0,601.0,3.75,147300.0,INLAND --121.28,38.67,23.0,1727.0,264.0,833.0,258.0,5.4797,160000.0,INLAND --121.28,38.67,29.0,1087.0,174.0,430.0,174.0,4.3625,158800.0,INLAND --121.29,38.68,20.0,1881.0,378.0,921.0,360.0,1.8589,144000.0,INLAND --121.29,38.67,20.0,1992.0,363.0,889.0,346.0,3.6516,130500.0,INLAND --121.25,38.72,15.0,6838.0,941.0,3166.0,926.0,5.2177,162700.0,INLAND --121.27,38.71,16.0,4082.0,666.0,1912.0,652.0,4.4609,142900.0,INLAND --121.25,38.71,14.0,3713.0,637.0,1845.0,635.0,4.3009,143400.0,INLAND --121.26,38.7,9.0,7812.0,1348.0,3275.0,1178.0,4.3826,146600.0,INLAND --121.17,38.69,5.0,7138.0,1227.0,2623.0,1139.0,5.6902,243200.0,INLAND --121.19,38.71,11.0,4415.0,,1520.0,627.0,3.2321,390800.0,INLAND --121.18,38.69,7.0,7104.0,970.0,2772.0,920.0,6.3528,274500.0,INLAND --121.2,38.7,28.0,2970.0,471.0,1379.0,463.0,4.3214,131700.0,INLAND --121.2,38.69,26.0,3077.0,607.0,1603.0,595.0,2.7174,137500.0,INLAND --121.22,38.68,10.0,6262.0,1278.0,2954.0,1169.0,3.4506,139000.0,INLAND --121.22,38.71,23.0,1843.0,273.0,818.0,276.0,4.4695,214700.0,INLAND --121.23,38.71,18.0,4947.0,714.0,2227.0,675.0,4.8542,170500.0,INLAND --121.23,38.69,19.0,5268.0,849.0,2357.0,849.0,3.9226,148700.0,INLAND --121.23,38.67,27.0,5266.0,971.0,2432.0,948.0,3.8954,133000.0,INLAND --121.24,38.67,28.0,3558.0,589.0,1742.0,581.0,4.0182,131700.0,INLAND --121.2,38.68,9.0,2200.0,422.0,938.0,369.0,3.4896,143800.0,INLAND --121.21,38.67,11.0,5500.0,956.0,2827.0,946.0,4.1071,145800.0,INLAND --121.22,38.67,20.0,1412.0,226.0,700.0,227.0,4.05,130700.0,INLAND --121.21,38.67,19.0,2987.0,626.0,1610.0,605.0,3.0533,112100.0,INLAND --121.19,38.67,16.0,1754.0,284.0,773.0,277.0,4.817,147000.0,INLAND --121.2,38.67,26.0,1546.0,287.0,773.0,299.0,2.9803,115400.0,INLAND --121.2,38.67,10.0,3875.0,668.0,1632.0,593.0,4.6902,171000.0,INLAND --121.19,38.66,26.0,1937.0,286.0,769.0,274.0,6.1185,179200.0,INLAND --121.2,38.66,17.0,1605.0,217.0,732.0,241.0,5.47,204800.0,INLAND --121.15,38.69,52.0,240.0,44.0,6675.0,29.0,6.1359,225000.0,INLAND --121.17,38.71,15.0,3084.0,557.0,1040.0,562.0,2.5183,293300.0,INLAND --121.17,38.68,37.0,1252.0,267.0,686.0,256.0,3.0,121900.0,INLAND --121.18,38.67,42.0,2101.0,480.0,945.0,426.0,2.3333,116000.0,INLAND --121.16,38.67,21.0,6198.0,1223.0,2827.0,1179.0,3.7796,159000.0,INLAND --121.15,38.68,6.0,9798.0,1551.0,4583.0,1494.0,5.0159,189600.0,INLAND --121.16,38.68,21.0,3517.0,667.0,1687.0,655.0,3.1161,131600.0,INLAND --121.13,38.66,2.0,12360.0,1747.0,4438.0,1470.0,6.2503,222500.0,INLAND --121.13,38.55,8.0,530.0,109.0,398.0,96.0,4.2031,212500.0,INLAND --121.06,38.51,6.0,6873.0,959.0,2354.0,931.0,6.8869,263100.0,INLAND --121.13,38.47,16.0,2574.0,441.0,1041.0,428.0,3.6645,203400.0,INLAND --121.24,38.63,4.0,11021.0,1565.0,3857.0,1494.0,7.2582,273200.0,INLAND --121.22,38.58,25.0,394.0,94.0,155.0,83.0,2.233,55000.0,INLAND --121.28,38.55,35.0,7088.0,1279.0,4885.0,1272.0,2.6981,112500.0,INLAND --121.31,38.59,35.0,3295.0,560.0,1454.0,536.0,3.1711,101900.0,INLAND --121.32,38.59,21.0,9774.0,1777.0,4674.0,1712.0,3.6817,136100.0,INLAND --121.32,38.59,24.0,4378.0,910.0,2149.0,812.0,2.5035,123700.0,INLAND --121.29,38.61,17.0,13553.0,2474.0,6544.0,2359.0,3.9727,132700.0,INLAND --121.3,38.61,25.0,2707.0,464.0,1423.0,490.0,4.3235,116900.0,INLAND --121.3,38.6,32.0,9534.0,1819.0,4951.0,1710.0,3.3926,103400.0,INLAND --121.27,38.62,13.0,2321.0,539.0,1066.0,497.0,2.7652,95600.0,INLAND --121.28,38.61,22.0,2938.0,619.0,1501.0,561.0,2.7356,96100.0,INLAND --121.28,38.61,23.0,2547.0,504.0,1235.0,469.0,2.4722,103300.0,INLAND --121.29,38.61,26.0,1814.0,299.0,963.0,317.0,4.4519,110500.0,INLAND --121.27,38.61,17.0,6663.0,1369.0,2840.0,1299.0,2.9452,115600.0,INLAND --121.28,38.6,25.0,1122.0,198.0,564.0,213.0,3.1654,111600.0,INLAND --121.28,38.6,17.0,1671.0,378.0,848.0,351.0,3.1194,112500.0,INLAND --121.29,38.6,29.0,1276.0,225.0,600.0,223.0,4.0938,109100.0,INLAND --121.32,38.57,15.0,3369.0,499.0,1733.0,470.0,5.31,127500.0,INLAND --121.33,38.56,17.0,3608.0,682.0,1694.0,666.0,3.311,109400.0,INLAND --121.32,38.57,25.0,692.0,146.0,504.0,167.0,3.6897,101100.0,INLAND --121.32,38.56,18.0,1169.0,186.0,614.0,192.0,4.5766,108700.0,INLAND --121.32,38.54,13.0,4715.0,1090.0,2420.0,1059.0,2.9693,104400.0,INLAND --121.28,38.53,18.0,224.0,38.0,95.0,41.0,3.1042,165000.0,INLAND --121.3,38.58,19.0,2653.0,680.0,1419.0,579.0,2.3787,91300.0,INLAND --121.3,38.58,16.0,1537.0,,1125.0,375.0,2.6471,90700.0,INLAND --121.31,38.58,10.0,2421.0,580.0,962.0,497.0,2.5035,112500.0,INLAND --121.31,38.57,9.0,2748.0,521.0,1663.0,565.0,3.5192,113300.0,INLAND --121.31,38.57,22.0,1229.0,253.0,733.0,250.0,2.5,101600.0,INLAND --121.33,38.57,17.0,1621.0,350.0,706.0,338.0,2.3684,150000.0,INLAND --121.28,38.59,3.0,4188.0,1136.0,2081.0,995.0,3.0481,92500.0,INLAND --121.29,38.59,19.0,2460.0,470.0,1346.0,480.0,3.6563,95600.0,INLAND --121.3,38.59,25.0,3002.0,718.0,1660.0,613.0,2.1116,89600.0,INLAND --121.3,38.58,29.0,2748.0,563.0,1619.0,525.0,2.8966,92400.0,INLAND --121.34,38.56,12.0,2975.0,628.0,1440.0,593.0,2.9896,118600.0,INLAND --121.34,38.55,11.0,2838.0,498.0,1701.0,504.0,4.1447,114000.0,INLAND --121.35,38.54,12.0,16239.0,3358.0,8656.0,3234.0,3.5691,116300.0,INLAND --121.37,38.56,19.0,6308.0,1167.0,3012.0,1112.0,2.9464,113500.0,INLAND --121.37,38.57,16.0,3895.0,896.0,1762.0,855.0,2.6635,135800.0,INLAND --121.37,38.56,18.0,2129.0,363.0,815.0,347.0,2.7679,118000.0,INLAND --121.36,38.57,26.0,1793.0,244.0,653.0,235.0,5.6485,129500.0,INLAND --121.35,38.56,16.0,2629.0,491.0,1265.0,485.0,4.5066,140200.0,INLAND --121.34,38.58,17.0,1605.0,258.0,748.0,262.0,5.0917,134100.0,INLAND --121.34,38.57,14.0,5737.0,1008.0,2731.0,983.0,4.4602,134500.0,INLAND --121.35,38.55,18.0,4481.0,780.0,2211.0,775.0,3.9934,123300.0,INLAND --121.35,38.55,22.0,2607.0,411.0,1216.0,407.0,5.0427,126900.0,INLAND --121.36,38.55,33.0,1191.0,198.0,554.0,191.0,2.8021,118800.0,INLAND --121.35,38.56,16.0,2278.0,370.0,1203.0,371.0,5.0622,132400.0,INLAND --121.36,38.56,17.0,6225.0,938.0,3064.0,947.0,5.2881,138000.0,INLAND --121.37,38.55,21.0,2713.0,432.0,1287.0,440.0,4.5815,125500.0,INLAND --121.36,38.56,20.0,1232.0,332.0,667.0,288.0,1.8288,32500.0,INLAND --121.37,38.56,27.0,1827.0,509.0,852.0,450.0,2.0901,52500.0,INLAND --121.3,38.51,19.0,822.0,134.0,457.0,133.0,4.15,157500.0,INLAND --121.35,38.51,29.0,2337.0,391.0,1054.0,352.0,4.2206,157700.0,INLAND --121.4,38.47,4.0,20982.0,3392.0,10329.0,3086.0,4.3658,130600.0,INLAND --121.38,38.47,4.0,14418.0,2282.0,6578.0,2140.0,4.5604,145900.0,INLAND --121.39,38.43,3.0,2696.0,384.0,990.0,316.0,5.4445,237600.0,INLAND --121.27,38.44,19.0,2780.0,414.0,1320.0,404.0,5.8831,209900.0,INLAND --121.35,38.46,2.0,6992.0,1132.0,2816.0,984.0,4.3879,144400.0,INLAND --121.34,38.44,14.0,3205.0,465.0,1439.0,456.0,5.7452,240900.0,INLAND --121.32,38.41,17.0,4401.0,655.0,1970.0,639.0,5.8239,247500.0,INLAND --121.36,38.42,6.0,3254.0,465.0,1168.0,345.0,5.1811,188400.0,INLAND --121.37,38.41,14.0,3727.0,685.0,1741.0,646.0,3.5625,125700.0,INLAND --121.37,38.42,18.0,2643.0,502.0,1755.0,541.0,3.3281,91200.0,INLAND --121.38,38.41,7.0,6091.0,921.0,2916.0,886.0,4.7557,150400.0,INLAND --121.38,38.41,10.0,3425.0,629.0,1538.0,587.0,4.45,138700.0,INLAND --121.38,38.4,15.0,4155.0,637.0,1722.0,616.0,4.8831,154400.0,INLAND --121.37,38.39,15.0,1883.0,254.0,893.0,256.0,6.2575,143500.0,INLAND --121.35,38.4,11.0,2322.0,459.0,1373.0,424.0,3.175,94400.0,INLAND --121.36,38.4,18.0,4813.0,849.0,2333.0,843.0,4.175,144400.0,INLAND --121.36,38.39,10.0,5121.0,763.0,2568.0,758.0,5.2447,148100.0,INLAND --121.13,38.37,10.0,1034.0,153.0,478.0,155.0,7.0326,241100.0,INLAND --121.2,38.36,14.0,2634.0,463.0,1402.0,432.0,3.8897,175700.0,INLAND --121.22,38.4,14.0,2655.0,441.0,1277.0,422.0,4.6989,213800.0,INLAND --121.22,38.43,20.0,2054.0,339.0,934.0,336.0,4.5368,219300.0,INLAND --121.29,38.36,17.0,2193.0,386.0,1148.0,372.0,4.5272,191700.0,INLAND --121.27,38.31,17.0,1144.0,202.0,626.0,178.0,4.4107,151600.0,INLAND --121.1,38.33,14.0,1357.0,247.0,695.0,224.0,4.1974,157800.0,INLAND --121.2,38.28,20.0,1732.0,307.0,999.0,305.0,3.9808,160200.0,INLAND --121.26,38.27,20.0,1314.0,229.0,712.0,219.0,4.4125,144600.0,INLAND --121.29,38.28,11.0,1554.0,260.0,793.0,233.0,4.8073,156700.0,INLAND --121.35,38.28,17.0,2756.0,557.0,1986.0,530.0,3.2234,82000.0,INLAND --121.33,38.28,14.0,980.0,171.0,659.0,183.0,4.4306,170100.0,INLAND --121.31,38.28,16.0,1708.0,391.0,687.0,378.0,1.9485,155400.0,INLAND --121.3,38.26,19.0,1403.0,276.0,901.0,290.0,3.215,104600.0,INLAND --121.31,38.26,22.0,1768.0,396.0,1005.0,420.0,1.8846,88300.0,INLAND --121.32,38.26,4.0,6125.0,1063.0,3077.0,953.0,4.1179,134600.0,INLAND --121.3,38.25,27.0,2475.0,548.0,1703.0,517.0,2.5727,86100.0,INLAND --121.48,38.46,8.0,10505.0,1777.0,6002.0,1694.0,4.0516,121200.0,INLAND --121.42,38.47,11.0,5665.0,1507.0,3422.0,1299.0,2.3343,97800.0,INLAND --121.43,38.46,18.0,1378.0,235.0,818.0,262.0,4.0625,100300.0,INLAND --121.43,38.47,21.0,1787.0,291.0,988.0,301.0,4.35,96200.0,INLAND --121.44,38.47,16.0,1215.0,223.0,787.0,233.0,4.1597,95900.0,INLAND --121.44,38.47,5.0,5666.0,1178.0,3139.0,1131.0,3.3608,108900.0,INLAND --121.44,38.46,10.0,4446.0,897.0,2499.0,884.0,3.5461,103600.0,INLAND --121.44,38.43,3.0,39320.0,6210.0,16305.0,5358.0,4.9516,153700.0,INLAND --121.41,38.34,24.0,1605.0,277.0,1966.0,250.0,3.0833,162500.0,INLAND --121.45,38.37,32.0,1441.0,261.0,629.0,249.0,4.4519,137500.0,INLAND --121.5,38.34,36.0,1212.0,255.0,569.0,256.0,2.0048,72900.0,INLAND --121.54,38.29,47.0,1396.0,254.0,630.0,218.0,2.8616,92500.0,INLAND --121.56,38.26,43.0,1906.0,327.0,996.0,314.0,2.9744,136800.0,INLAND --121.51,38.26,52.0,910.0,212.0,429.0,212.0,1.6458,52800.0,INLAND --121.57,38.19,36.0,1395.0,264.0,700.0,244.0,2.4353,162500.0,INLAND --121.7,38.1,19.0,4896.0,1083.0,2150.0,905.0,3.3398,89700.0,INLAND --121.29,36.9,17.0,3610.0,593.0,1734.0,559.0,5.8324,374200.0,INLAND --121.37,36.89,21.0,2471.0,473.0,1753.0,451.0,4.025,293800.0,INLAND --121.47,36.92,27.0,2049.0,417.0,1230.0,336.0,4.6477,265900.0,INLAND --121.53,36.85,23.0,3359.0,725.0,1862.0,651.0,2.6719,193600.0,INLAND --121.51,36.86,36.0,1019.0,168.0,602.0,169.0,2.625,210000.0,INLAND --121.6,36.88,21.0,3416.0,624.0,1862.0,595.0,4.7813,241500.0,<1H OCEAN --121.5,36.81,20.0,1345.0,230.0,731.0,217.0,4.2333,363300.0,INLAND --121.45,36.86,11.0,1613.0,335.0,1617.0,342.0,3.1375,146200.0,INLAND --121.42,36.86,41.0,440.0,106.0,389.0,94.0,2.6818,225000.0,INLAND --121.41,36.85,11.0,1708.0,394.0,1474.0,372.0,2.8839,145900.0,INLAND --121.4,36.85,50.0,2666.0,613.0,1768.0,555.0,2.6598,157300.0,INLAND --121.4,36.84,52.0,1860.0,400.0,1215.0,367.0,2.9554,136500.0,INLAND --121.4,36.84,40.0,2352.0,536.0,1430.0,535.0,3.0912,155300.0,INLAND --121.41,36.84,23.0,1771.0,356.0,1105.0,338.0,3.7049,192200.0,INLAND --121.4,36.86,36.0,1256.0,270.0,910.0,255.0,1.9405,145400.0,INLAND --121.38,36.85,13.0,4115.0,782.0,2903.0,747.0,3.7316,192400.0,INLAND --121.38,36.84,6.0,3769.0,669.0,2061.0,648.0,4.1875,217600.0,INLAND --121.37,36.84,11.0,1996.0,382.0,1023.0,358.0,3.5714,243000.0,INLAND --121.38,36.84,17.0,2625.0,512.0,1487.0,481.0,3.6354,221200.0,INLAND --121.37,36.83,14.0,3658.0,612.0,1951.0,600.0,4.76,216000.0,INLAND --121.4,36.83,11.0,3701.0,739.0,1749.0,654.0,3.067,207900.0,INLAND --121.44,36.84,7.0,1644.0,338.0,1143.0,331.0,4.005,180400.0,INLAND --121.42,36.85,7.0,1626.0,325.0,677.0,304.0,2.3125,170800.0,INLAND --121.32,36.79,30.0,516.0,90.0,288.0,95.0,3.6333,202500.0,INLAND --121.36,36.81,7.0,4609.0,741.0,1660.0,720.0,5.0871,290500.0,INLAND --121.34,36.76,15.0,2638.0,429.0,1289.0,357.0,4.1528,336800.0,INLAND --121.06,36.72,23.0,395.0,70.0,166.0,52.0,2.2132,100000.0,INLAND --120.95,36.47,52.0,1691.0,301.0,618.0,239.0,3.2292,225000.0,<1H OCEAN --117.75,34.01,4.0,22128.0,3522.0,10450.0,3258.0,6.1287,289600.0,<1H OCEAN --117.78,33.97,2.0,556.0,63.0,179.0,54.0,8.4411,500001.0,<1H OCEAN --117.72,33.99,14.0,5622.0,861.0,3108.0,821.0,5.7763,206700.0,INLAND --117.76,33.98,3.0,9662.0,1385.0,2497.0,856.0,6.7172,292400.0,<1H OCEAN --117.74,33.97,4.0,9755.0,1748.0,4662.0,1583.0,5.6501,254900.0,<1H OCEAN --117.72,33.97,16.0,13290.0,2062.0,6931.0,2023.0,5.228,187800.0,<1H OCEAN --117.71,33.97,10.0,10856.0,2278.0,6474.0,2199.0,3.851,137200.0,INLAND --117.7,33.92,4.0,8301.0,1333.0,3941.0,1236.0,6.2141,252200.0,<1H OCEAN --117.75,33.95,13.0,984.0,127.0,364.0,119.0,7.5839,426900.0,<1H OCEAN --117.76,33.94,40.0,1092.0,213.0,457.0,190.0,5.1165,184200.0,<1H OCEAN --117.69,34.09,28.0,1437.0,295.0,724.0,262.0,2.725,140200.0,INLAND --117.7,34.08,10.0,1979.0,454.0,1117.0,389.0,3.7802,107300.0,INLAND --117.7,34.09,25.0,1719.0,331.0,1098.0,324.0,3.625,121800.0,INLAND --117.71,34.08,29.0,1276.0,283.0,1216.0,316.0,2.5972,134300.0,INLAND --117.71,34.07,31.0,1840.0,380.0,1187.0,357.0,3.8875,129200.0,INLAND --117.69,34.08,30.0,4255.0,773.0,2129.0,730.0,4.5185,142500.0,INLAND --117.69,34.07,35.0,3222.0,559.0,1970.0,550.0,3.7083,131000.0,INLAND --117.69,34.07,34.0,4055.0,739.0,2470.0,753.0,3.8586,136000.0,INLAND --117.69,34.08,14.0,4136.0,886.0,2026.0,788.0,3.2344,128200.0,INLAND --117.71,34.07,24.0,1948.0,362.0,1286.0,364.0,3.6,139300.0,INLAND --117.7,34.08,33.0,4674.0,791.0,2769.0,784.0,4.1448,137300.0,INLAND --117.7,34.07,33.0,1552.0,288.0,1326.0,303.0,3.7969,128400.0,INLAND --117.69,34.06,29.0,873.0,226.0,649.0,198.0,2.7986,114400.0,INLAND --117.69,34.06,25.0,1881.0,433.0,1337.0,417.0,2.5536,144000.0,INLAND --117.7,34.06,25.0,2054.0,609.0,2271.0,564.0,2.3049,150000.0,INLAND --117.7,34.06,7.0,732.0,145.0,431.0,132.0,2.9107,95300.0,INLAND --117.71,34.06,27.0,2127.0,628.0,1970.0,534.0,1.4722,91300.0,INLAND --117.68,34.05,25.0,1859.0,463.0,1070.0,374.0,2.5395,187500.0,INLAND --117.69,34.05,10.0,1875.0,366.0,1055.0,363.0,4.3264,128900.0,INLAND --117.7,34.05,24.0,2834.0,470.0,1815.0,471.0,4.7357,162500.0,INLAND --117.71,34.06,16.0,1458.0,295.0,912.0,331.0,3.625,160400.0,INLAND --117.71,34.05,20.0,2281.0,444.0,1545.0,481.0,2.5735,130500.0,INLAND --117.72,34.05,31.0,2220.0,526.0,1662.0,472.0,2.7321,104300.0,INLAND --117.72,34.05,8.0,1841.0,409.0,1243.0,394.0,4.0614,107000.0,INLAND --117.69,34.04,5.0,4459.0,896.0,2028.0,881.0,4.0096,182600.0,INLAND --117.7,34.04,13.0,5301.0,1025.0,2870.0,984.0,3.5954,163000.0,INLAND --117.71,34.04,20.0,1950.0,310.0,1054.0,312.0,4.625,222100.0,INLAND --117.71,34.04,17.0,4098.0,733.0,1859.0,713.0,2.9811,231800.0,INLAND --117.72,34.03,17.0,2902.0,476.0,1652.0,479.0,5.6029,161800.0,INLAND --117.72,34.02,17.0,1781.0,262.0,860.0,256.0,6.5958,236800.0,INLAND --117.73,34.01,36.0,2340.0,392.0,1213.0,388.0,4.125,213000.0,INLAND --117.72,34.0,15.0,4363.0,690.0,2410.0,666.0,5.4824,179700.0,INLAND --117.68,34.0,5.0,3761.0,580.0,2335.0,648.0,5.7338,225400.0,INLAND --117.69,34.0,28.0,707.0,154.0,561.0,129.0,2.5781,111600.0,INLAND --117.7,34.0,15.0,4905.0,711.0,2711.0,762.0,5.7021,193100.0,INLAND --117.71,34.02,17.0,12689.0,2426.0,7343.0,2230.0,3.6361,157700.0,INLAND --117.71,34.03,11.0,3467.0,749.0,2163.0,676.0,3.4267,164400.0,INLAND --117.67,34.03,20.0,8561.0,1411.0,4861.0,1450.0,4.7056,165500.0,INLAND --117.68,34.03,16.0,2859.0,668.0,1946.0,591.0,3.0396,124300.0,INLAND --117.69,34.03,20.0,6374.0,1412.0,3690.0,1350.0,3.4184,162500.0,INLAND --117.68,34.01,20.0,7326.0,1555.0,5718.0,1538.0,3.2073,123500.0,INLAND --117.69,34.01,30.0,2598.0,573.0,2170.0,518.0,2.3,95600.0,INLAND --117.68,34.15,24.0,1033.0,189.0,486.0,204.0,4.1719,213500.0,INLAND --117.66,34.15,25.0,3430.0,485.0,1284.0,438.0,8.5282,360100.0,INLAND --117.64,34.15,16.0,2896.0,404.0,1165.0,379.0,6.4559,392900.0,INLAND --117.68,34.15,4.0,4082.0,578.0,1996.0,580.0,6.7813,286300.0,INLAND --117.68,34.14,4.0,4791.0,695.0,1871.0,659.0,6.9532,277000.0,INLAND --117.66,34.14,11.0,3628.0,469.0,1488.0,463.0,7.0844,325000.0,INLAND --117.66,34.14,8.0,1692.0,253.0,857.0,251.0,6.9418,310500.0,INLAND --117.66,34.15,20.0,2524.0,311.0,965.0,285.0,8.0103,395500.0,INLAND --117.65,34.14,16.0,2196.0,287.0,949.0,289.0,8.6573,354000.0,INLAND --117.69,34.13,8.0,2915.0,371.0,1271.0,354.0,7.9627,345400.0,INLAND --117.67,34.13,10.0,2846.0,362.0,1221.0,355.0,7.7234,304100.0,INLAND --117.66,34.13,17.0,3229.0,405.0,1289.0,407.0,6.3842,307100.0,INLAND --117.67,34.12,15.0,3162.0,495.0,1145.0,473.0,5.3525,191700.0,INLAND --117.66,34.13,19.0,3995.0,554.0,1523.0,509.0,6.075,254100.0,INLAND --117.66,34.12,22.0,2272.0,278.0,933.0,305.0,8.8204,390500.0,INLAND --117.65,34.14,9.0,3877.0,490.0,1815.0,490.0,8.4839,406700.0,INLAND --117.65,34.13,24.0,2121.0,296.0,913.0,302.0,5.9328,255900.0,INLAND --117.65,34.12,17.0,3006.0,427.0,1291.0,406.0,6.2083,242700.0,INLAND --117.63,34.12,4.0,4323.0,775.0,1479.0,663.0,6.0758,226800.0,INLAND --117.64,34.12,18.0,3605.0,534.0,1682.0,480.0,5.8407,202900.0,INLAND --117.65,34.11,29.0,2927.0,634.0,1710.0,623.0,3.6219,176600.0,INLAND --117.64,34.11,16.0,2129.0,420.0,932.0,379.0,2.5868,146900.0,INLAND --117.63,34.11,30.0,2674.0,428.0,1404.0,456.0,4.2969,165600.0,INLAND --117.69,34.11,16.0,2427.0,522.0,794.0,491.0,2.6929,119300.0,INLAND --117.68,34.12,16.0,2181.0,321.0,1133.0,350.0,5.7214,259400.0,INLAND --117.68,34.11,16.0,3190.0,471.0,1414.0,464.0,5.5292,208600.0,INLAND --117.66,34.12,16.0,3853.0,541.0,1726.0,497.0,6.1195,251100.0,INLAND --117.66,34.11,19.0,3445.0,661.0,1635.0,580.0,5.0681,230500.0,INLAND --117.65,34.12,27.0,2298.0,340.0,1071.0,369.0,6.5587,239000.0,INLAND --117.65,34.11,28.0,2788.0,370.0,1140.0,385.0,5.3368,233500.0,INLAND --117.69,34.1,17.0,3759.0,1035.0,1722.0,847.0,2.6074,137500.0,INLAND --117.68,34.1,11.0,7392.0,1796.0,3841.0,1621.0,2.8326,163000.0,INLAND --117.67,34.1,28.0,1263.0,248.0,601.0,219.0,3.875,174000.0,INLAND --117.67,34.1,19.0,2969.0,605.0,1326.0,573.0,4.3438,155700.0,INLAND --117.65,34.1,19.0,1688.0,365.0,622.0,322.0,3.6,136400.0,INLAND --117.66,34.1,37.0,1971.0,345.0,939.0,358.0,3.4634,145300.0,INLAND --117.66,34.1,26.0,1855.0,553.0,1109.0,536.0,2.2429,150000.0,INLAND --117.65,34.1,30.0,1461.0,341.0,1014.0,345.0,2.4667,106000.0,INLAND --117.68,34.09,22.0,1547.0,334.0,773.0,316.0,2.9812,148800.0,INLAND --117.67,34.09,17.0,4418.0,1256.0,2417.0,1094.0,2.7266,101000.0,INLAND --117.66,34.09,26.0,1151.0,200.0,593.0,188.0,3.6667,166300.0,INLAND --117.66,34.09,20.0,2462.0,496.0,1117.0,458.0,3.2321,162500.0,INLAND --117.66,34.09,23.0,1426.0,313.0,954.0,319.0,3.0357,151500.0,INLAND --117.65,34.09,33.0,2446.0,396.0,1209.0,412.0,4.3958,145600.0,INLAND --117.62,34.13,20.0,3216.0,516.0,1655.0,524.0,5.1261,158800.0,INLAND --117.62,34.11,17.0,1869.0,311.0,831.0,262.0,6.148,243900.0,INLAND --117.62,34.11,31.0,2561.0,414.0,1204.0,435.0,4.4637,192800.0,INLAND --117.63,34.1,15.0,4799.0,1209.0,2554.0,1057.0,2.6582,122800.0,INLAND --117.63,34.09,8.0,3557.0,890.0,2251.0,765.0,2.6818,114100.0,INLAND --117.64,34.09,34.0,2839.0,659.0,1822.0,631.0,3.05,121300.0,INLAND --117.65,34.09,46.0,1214.0,281.0,701.0,294.0,2.7083,116300.0,INLAND --117.65,34.1,44.0,1526.0,337.0,831.0,326.0,3.0284,115800.0,INLAND --117.65,34.1,44.0,2808.0,585.0,1444.0,550.0,2.7159,139300.0,INLAND --117.68,34.08,21.0,5662.0,1185.0,3067.0,1055.0,3.3482,137300.0,INLAND --117.68,34.08,28.0,2459.0,492.0,1230.0,498.0,3.0978,137200.0,INLAND --117.67,34.07,29.0,1840.0,388.0,1278.0,368.0,3.5036,123400.0,INLAND --117.68,34.07,24.0,2626.0,692.0,2204.0,647.0,1.7806,135000.0,INLAND --117.68,34.07,32.0,1775.0,314.0,1067.0,302.0,4.0375,121300.0,INLAND --117.65,34.08,35.0,2621.0,391.0,1074.0,391.0,4.7176,166400.0,INLAND --117.65,34.08,38.0,2750.0,572.0,1410.0,483.0,3.3836,144900.0,INLAND --117.66,34.07,37.0,2454.0,511.0,1165.0,504.0,2.9474,139600.0,INLAND --117.66,34.06,24.0,4043.0,952.0,2174.0,859.0,2.2244,114900.0,INLAND --117.66,34.07,36.0,2072.0,408.0,964.0,395.0,2.8702,137000.0,INLAND --117.66,34.07,33.0,2081.0,409.0,1008.0,375.0,2.587,138100.0,INLAND --117.66,34.08,36.0,1485.0,236.0,623.0,261.0,3.3036,141000.0,INLAND --117.66,34.08,33.0,3659.0,590.0,1773.0,615.0,3.9227,157200.0,INLAND --117.64,34.08,37.0,2576.0,468.0,1284.0,428.0,3.3958,130400.0,INLAND --117.64,34.07,43.0,1970.0,379.0,1036.0,391.0,3.2083,122800.0,INLAND --117.65,34.08,52.0,2264.0,439.0,1031.0,437.0,3.375,144300.0,INLAND --117.65,34.08,40.0,1609.0,258.0,624.0,242.0,5.4689,158200.0,INLAND --117.64,34.08,35.0,1254.0,241.0,729.0,253.0,3.495,118000.0,INLAND --117.64,34.08,33.0,1987.0,455.0,1369.0,475.0,2.4464,122600.0,INLAND --117.63,34.08,38.0,1810.0,371.0,1257.0,354.0,3.8355,111700.0,INLAND --117.63,34.07,39.0,2650.0,511.0,1537.0,495.0,3.4432,106700.0,INLAND --117.62,34.07,15.0,4061.0,811.0,2884.0,734.0,3.3936,127000.0,INLAND --117.62,34.08,30.0,1372.0,235.0,1047.0,225.0,3.1597,116300.0,INLAND --117.63,34.09,19.0,3490.0,816.0,2818.0,688.0,2.8977,126200.0,INLAND --117.62,34.09,26.0,3271.0,595.0,2259.0,566.0,4.0139,132000.0,INLAND --117.62,34.08,22.0,2626.0,631.0,1678.0,557.0,3.125,111800.0,INLAND --117.62,34.08,24.0,2801.0,554.0,2064.0,529.0,4.4946,136000.0,INLAND --117.61,34.08,20.0,3550.0,736.0,2229.0,681.0,3.0199,128800.0,INLAND --117.61,34.09,23.0,1945.0,362.0,1483.0,383.0,4.4205,135500.0,INLAND --117.61,34.09,11.0,2000.0,391.0,1503.0,426.0,4.6167,144000.0,INLAND --117.61,34.08,12.0,4427.0,,2400.0,843.0,4.7147,158700.0,INLAND --117.6,34.08,15.0,2700.0,460.0,1432.0,449.0,4.9063,159800.0,INLAND --117.65,34.07,35.0,2501.0,651.0,1182.0,591.0,1.4464,113200.0,INLAND --117.65,34.07,52.0,1041.0,252.0,558.0,231.0,1.9236,117200.0,INLAND --117.65,34.06,41.0,465.0,130.0,349.0,138.0,2.0893,112500.0,INLAND --117.62,34.07,16.0,6009.0,1599.0,5110.0,1389.0,2.5677,128900.0,INLAND --117.64,34.07,30.0,2787.0,713.0,2647.0,693.0,2.2765,98100.0,INLAND --117.64,34.07,38.0,2450.0,544.0,1823.0,536.0,2.837,111200.0,INLAND --117.64,34.07,52.0,1644.0,372.0,1269.0,355.0,2.6913,108300.0,INLAND --117.67,34.06,26.0,1592.0,429.0,1182.0,365.0,2.4583,110400.0,INLAND --117.66,34.06,39.0,1405.0,339.0,1489.0,336.0,1.608,91800.0,INLAND --117.65,34.06,41.0,1171.0,334.0,1479.0,334.0,2.25,90500.0,INLAND --117.64,34.06,43.0,763.0,219.0,851.0,198.0,1.7292,79200.0,INLAND --117.64,34.06,50.0,637.0,143.0,590.0,147.0,1.9659,85700.0,INLAND --117.63,34.06,39.0,1210.0,310.0,1294.0,303.0,2.3636,88300.0,INLAND --117.66,34.05,36.0,2341.0,520.0,2138.0,523.0,2.3347,104000.0,INLAND --117.66,34.05,33.0,960.0,216.0,831.0,222.0,2.5391,108600.0,INLAND --117.66,34.05,6.0,5129.0,1119.0,2533.0,949.0,3.625,113600.0,INLAND --117.67,34.04,16.0,3260.0,501.0,1973.0,535.0,4.6563,162000.0,INLAND --117.66,34.04,16.0,2081.0,348.0,1332.0,356.0,4.7872,147600.0,INLAND --117.66,34.05,14.0,2644.0,525.0,2021.0,511.0,3.6467,147500.0,INLAND --117.65,34.04,15.0,3393.0,,2039.0,611.0,3.9336,151000.0,INLAND --117.66,34.04,10.0,3657.0,695.0,2079.0,663.0,4.2054,159900.0,INLAND --117.67,34.05,6.0,2833.0,628.0,1717.0,589.0,3.2062,167500.0,INLAND --117.67,34.04,13.0,2295.0,374.0,1284.0,378.0,5.2551,194300.0,INLAND --117.67,34.04,13.0,1543.0,,776.0,358.0,3.0598,99700.0,INLAND --117.68,34.04,27.0,574.0,103.0,321.0,103.0,3.9107,186500.0,INLAND --117.65,34.02,9.0,2107.0,411.0,1138.0,389.0,4.4042,159100.0,INLAND --117.66,34.03,14.0,2137.0,345.0,1151.0,352.0,5.753,185500.0,INLAND --117.67,34.02,16.0,3042.0,524.0,1516.0,475.0,4.8906,178500.0,INLAND --117.66,34.02,11.0,3358.0,504.0,1690.0,482.0,6.7544,207900.0,INLAND --117.65,34.03,15.0,4420.0,903.0,2373.0,858.0,3.449,149100.0,INLAND --117.65,34.04,28.0,2360.0,607.0,2623.0,592.0,2.5048,100000.0,INLAND --117.64,34.05,32.0,1129.0,251.0,1378.0,268.0,3.0057,96900.0,INLAND --117.64,34.05,27.0,1407.0,362.0,1684.0,350.0,2.1944,95700.0,INLAND --117.64,34.03,11.0,2050.0,382.0,1044.0,371.0,4.8281,137000.0,INLAND --117.64,34.04,21.0,1801.0,507.0,2556.0,484.0,2.4716,102500.0,INLAND --117.64,34.03,10.0,3194.0,579.0,2088.0,549.0,4.1779,159100.0,INLAND --117.64,34.02,10.0,4887.0,930.0,2637.0,831.0,4.0611,158000.0,INLAND --117.63,34.02,13.0,4864.0,729.0,2780.0,723.0,5.6168,175400.0,INLAND --117.62,34.02,9.0,4265.0,587.0,2280.0,589.0,5.5632,195100.0,INLAND --117.62,34.03,15.0,3942.0,661.0,2240.0,621.0,4.8311,176000.0,INLAND --117.62,34.02,16.0,2040.0,325.0,1207.0,324.0,5.0431,164100.0,INLAND --117.61,34.02,15.0,1791.0,346.0,1219.0,328.0,3.8125,170300.0,INLAND --117.6,34.02,16.0,2103.0,348.0,1305.0,356.0,5.2849,160400.0,INLAND --117.6,34.03,16.0,1499.0,232.0,918.0,239.0,5.5677,175400.0,INLAND --117.62,34.05,33.0,883.0,211.0,1007.0,210.0,2.8281,103600.0,INLAND --117.61,34.04,8.0,4116.0,766.0,1785.0,745.0,3.1672,150200.0,INLAND --117.66,34.02,12.0,5616.0,871.0,3019.0,782.0,5.5425,202300.0,INLAND --117.64,34.02,6.0,248.0,47.0,119.0,42.0,2.125,416700.0,INLAND --117.61,34.01,25.0,352.0,41.0,99.0,34.0,3.9696,500000.0,INLAND --117.61,34.02,8.0,63.0,9.0,25.0,7.0,7.7197,275000.0,INLAND --117.64,33.99,29.0,1005.0,152.0,513.0,149.0,2.4375,181300.0,INLAND --117.66,34.0,5.0,1387.0,236.0,855.0,270.0,5.411,201100.0,INLAND --117.6,33.98,26.0,1225.0,199.0,717.0,204.0,2.7284,225000.0,INLAND --117.63,33.94,36.0,447.0,95.0,2886.0,85.0,4.2578,183300.0,INLAND --117.58,34.0,2.0,7544.0,1516.0,2801.0,1001.0,4.0037,245200.0,INLAND --117.57,34.15,3.0,12806.0,2219.0,4249.0,1499.0,5.485,343100.0,INLAND --117.57,34.13,5.0,6135.0,879.0,2795.0,781.0,5.9369,225200.0,INLAND --117.54,34.12,4.0,17577.0,2819.0,7766.0,2473.0,5.1333,181800.0,INLAND --117.54,34.11,16.0,2114.0,374.0,1463.0,399.0,3.9241,131500.0,INLAND --117.51,34.14,21.0,2455.0,381.0,1094.0,327.0,4.6437,191700.0,INLAND --117.5,34.12,2.0,11965.0,1802.0,4436.0,1296.0,5.285,191700.0,INLAND --117.51,34.16,2.0,718.0,98.0,119.0,50.0,4.1,315000.0,INLAND --117.55,34.14,3.0,5710.0,919.0,2874.0,886.0,5.3638,206300.0,INLAND --117.59,34.16,10.0,9467.0,1181.0,3819.0,1122.0,7.8252,361400.0,INLAND --117.58,34.14,7.0,11818.0,1745.0,5499.0,1600.0,5.3678,231700.0,INLAND --117.62,34.15,16.0,13556.0,1704.0,5669.0,1668.0,6.5138,311500.0,INLAND --117.61,34.14,14.0,15809.0,2485.0,7363.0,2410.0,5.5198,245600.0,INLAND --117.61,34.13,21.0,8416.0,1386.0,4308.0,1341.0,4.4611,164600.0,INLAND --117.61,34.12,17.0,6709.0,1198.0,3954.0,1161.0,4.6997,156900.0,INLAND --117.59,34.13,10.0,20263.0,3915.0,9716.0,3744.0,3.8505,169600.0,INLAND --117.58,34.11,14.0,11635.0,2055.0,6443.0,2009.0,4.7547,157600.0,INLAND --117.6,34.11,18.0,6025.0,1062.0,3360.0,1028.0,4.8889,155700.0,INLAND --117.56,34.12,4.0,6956.0,1271.0,3455.0,1228.0,4.7193,178700.0,INLAND --117.56,34.12,4.0,5351.0,1210.0,2988.0,1101.0,3.7973,181300.0,INLAND --117.61,34.1,9.0,18956.0,4095.0,10323.0,3832.0,3.6033,132600.0,INLAND --117.59,34.1,17.0,3646.0,1035.0,1987.0,895.0,2.3603,139300.0,INLAND --117.58,34.1,4.0,6360.0,1584.0,3359.0,1396.0,3.5186,127800.0,INLAND --117.58,34.09,27.0,754.0,200.0,746.0,185.0,1.9531,100800.0,INLAND --117.59,34.09,16.0,2401.0,465.0,1757.0,500.0,3.9755,120400.0,INLAND --117.57,34.07,4.0,2152.0,580.0,1083.0,441.0,3.1458,118800.0,INLAND --117.59,34.03,16.0,3443.0,562.0,2130.0,564.0,5.0769,161400.0,INLAND --117.59,34.02,14.0,1463.0,261.0,881.0,245.0,4.7857,152500.0,INLAND --117.58,34.02,4.0,5998.0,1092.0,3182.0,1042.0,5.2692,174800.0,INLAND --117.57,34.02,5.0,6933.0,1311.0,3845.0,1285.0,4.6727,158900.0,INLAND --117.53,34.06,18.0,5605.0,1303.0,4028.0,1145.0,2.9386,116400.0,INLAND --117.53,34.1,5.0,2185.0,488.0,1379.0,458.0,3.7917,103000.0,INLAND --117.42,34.13,4.0,11587.0,1796.0,5804.0,1705.0,4.8283,141900.0,INLAND --117.43,34.12,7.0,5954.0,1071.0,3567.0,1070.0,3.2056,134100.0,INLAND --117.45,34.13,16.0,5058.0,965.0,3388.0,878.0,3.6417,119000.0,INLAND --117.46,34.14,10.0,714.0,131.0,381.0,119.0,0.8926,116100.0,INLAND --117.47,34.12,6.0,10565.0,1767.0,5690.0,1555.0,4.1797,141000.0,INLAND --117.46,34.1,35.0,908.0,226.0,667.0,203.0,2.5833,93500.0,INLAND --117.46,34.1,7.0,1759.0,473.0,1064.0,328.0,1.9583,108800.0,INLAND --117.46,34.09,8.0,4711.0,963.0,3310.0,988.0,3.5488,101600.0,INLAND --117.48,34.09,32.0,3170.0,630.0,2612.0,580.0,3.6394,99200.0,INLAND --117.48,34.09,32.0,1650.0,328.0,1124.0,290.0,3.1838,98600.0,INLAND --117.48,34.1,30.0,2287.0,531.0,1796.0,503.0,2.5833,90600.0,INLAND --117.46,34.08,18.0,3830.0,750.0,2767.0,702.0,3.6602,120700.0,INLAND --117.46,34.07,19.0,3155.0,572.0,2482.0,642.0,2.9973,113400.0,INLAND --117.48,34.08,28.0,1922.0,382.0,1565.0,340.0,3.915,117400.0,INLAND --117.48,34.08,17.0,1834.0,390.0,1253.0,357.0,3.1028,106400.0,INLAND --117.47,34.07,24.0,1017.0,227.0,568.0,187.0,1.5972,112500.0,INLAND --117.42,34.06,27.0,2532.0,495.0,1305.0,436.0,2.9107,143100.0,INLAND --117.46,34.06,24.0,2831.0,478.0,1582.0,435.0,4.3397,195600.0,INLAND --117.47,34.06,33.0,1379.0,273.0,884.0,229.0,2.7574,125000.0,INLAND --117.49,34.05,20.0,1483.0,249.0,660.0,194.0,3.9464,207700.0,INLAND --117.5,34.04,5.0,3958.0,665.0,2456.0,666.0,5.1647,154700.0,INLAND --117.5,34.04,4.0,3428.0,649.0,2158.0,632.0,5.0175,143400.0,INLAND --117.49,34.04,4.0,6034.0,1170.0,3527.0,1098.0,4.1775,143700.0,INLAND --117.46,34.04,3.0,12870.0,2315.0,5820.0,1759.0,4.2429,147300.0,INLAND --117.38,34.14,11.0,10804.0,1493.0,5221.0,1482.0,5.246,161400.0,INLAND --117.4,34.15,4.0,12156.0,1864.0,5020.0,1524.0,4.7909,149200.0,INLAND --117.4,34.18,16.0,1769.0,254.0,1778.0,251.0,5.3671,181800.0,INLAND --117.38,34.2,16.0,193.0,45.0,312.0,76.0,3.7578,137500.0,INLAND --117.45,34.11,7.0,6356.0,1244.0,4052.0,1164.0,2.9112,121700.0,INLAND --117.45,34.1,9.0,4288.0,1017.0,3156.0,900.0,2.7827,105800.0,INLAND --117.45,34.1,6.0,5571.0,1316.0,4048.0,1154.0,2.0308,91100.0,INLAND --117.42,34.11,25.0,4261.0,893.0,2319.0,702.0,3.3958,111900.0,INLAND --117.42,34.1,18.0,3977.0,809.0,2231.0,742.0,4.1399,115400.0,INLAND --117.43,34.1,34.0,1345.0,265.0,834.0,290.0,3.7011,99500.0,INLAND --117.43,34.11,17.0,4109.0,884.0,2544.0,780.0,2.7757,109800.0,INLAND --117.43,34.1,43.0,1898.0,418.0,971.0,366.0,2.4735,89900.0,INLAND --117.44,34.1,43.0,1614.0,400.0,926.0,349.0,2.075,95100.0,INLAND --117.44,34.09,24.0,3477.0,831.0,2541.0,753.0,2.3682,97400.0,INLAND --117.44,34.09,12.0,3598.0,828.0,2588.0,781.0,2.375,113800.0,INLAND --117.44,34.08,15.0,5024.0,992.0,3208.0,981.0,3.6025,116400.0,INLAND --117.42,34.09,28.0,3193.0,525.0,1750.0,523.0,4.1375,128300.0,INLAND --117.42,34.08,28.0,2300.0,419.0,1312.0,444.0,3.4844,127700.0,INLAND --117.43,34.08,31.0,3207.0,560.0,1582.0,538.0,4.263,127400.0,INLAND --117.43,34.09,18.0,3172.0,632.0,1621.0,573.0,2.7437,120200.0,INLAND --117.42,34.08,21.0,4460.0,930.0,2657.0,839.0,2.7569,127500.0,INLAND --117.43,34.08,13.0,4563.0,1187.0,2475.0,1019.0,2.1189,121700.0,INLAND --117.45,34.07,21.0,3465.0,639.0,2292.0,628.0,3.3553,113500.0,INLAND --117.43,34.07,18.0,2453.0,537.0,1503.0,500.0,2.3768,95300.0,INLAND --117.41,34.11,12.0,6758.0,1550.0,3204.0,1279.0,2.5181,105500.0,INLAND --117.41,34.1,5.0,4937.0,1139.0,2204.0,812.0,2.5272,92000.0,INLAND --117.4,34.08,21.0,3622.0,667.0,2503.0,720.0,3.8531,105400.0,INLAND --117.41,34.08,38.0,1541.0,290.0,861.0,299.0,3.5655,95600.0,INLAND --117.41,34.09,21.0,3300.0,587.0,1896.0,572.0,3.6466,130600.0,INLAND --117.41,34.1,29.0,1362.0,251.0,776.0,253.0,3.1287,102000.0,INLAND --117.41,34.11,29.0,3999.0,772.0,2602.0,760.0,3.5481,105500.0,INLAND --117.4,34.11,14.0,1933.0,347.0,1443.0,376.0,4.2121,128100.0,INLAND --117.39,34.11,5.0,2987.0,457.0,1821.0,485.0,4.8889,138900.0,INLAND --117.39,34.11,16.0,1140.0,181.0,627.0,206.0,4.9444,132700.0,INLAND --117.38,34.11,36.0,1497.0,264.0,894.0,275.0,3.3066,96300.0,INLAND --117.38,34.11,32.0,3179.0,662.0,1878.0,661.0,3.1375,101200.0,INLAND --117.39,34.1,12.0,7184.0,1516.0,4862.0,1235.0,2.4492,103800.0,INLAND --117.39,34.1,19.0,1000.0,211.0,572.0,230.0,2.4028,112500.0,INLAND --117.39,34.13,9.0,2228.0,398.0,1316.0,370.0,4.1632,119800.0,INLAND --117.38,34.13,13.0,2903.0,510.0,1844.0,510.0,3.7198,112900.0,INLAND --117.37,34.13,17.0,2681.0,470.0,1621.0,459.0,3.875,118500.0,INLAND --117.38,34.13,23.0,1326.0,300.0,722.0,263.0,2.1856,107800.0,INLAND --117.37,34.13,12.0,1893.0,493.0,1054.0,389.0,2.3456,140800.0,INLAND --117.38,34.12,17.0,5959.0,1208.0,4115.0,1088.0,2.4053,105200.0,INLAND --117.39,34.12,7.0,5059.0,780.0,3253.0,801.0,4.9196,140500.0,INLAND --117.38,34.09,8.0,3955.0,815.0,2184.0,725.0,3.3438,127600.0,INLAND --117.36,34.09,32.0,3616.0,631.0,2131.0,593.0,3.2879,95500.0,INLAND --117.37,34.08,17.0,2029.0,404.0,1190.0,437.0,2.9554,115000.0,INLAND --117.38,34.08,11.0,5684.0,1139.0,3095.0,1036.0,3.6875,112600.0,INLAND --117.38,34.07,6.0,1156.0,191.0,910.0,234.0,4.9091,122400.0,INLAND --117.37,34.07,52.0,50.0,9.0,60.0,16.0,4.125,262500.0,INLAND --117.36,34.08,4.0,8866.0,1832.0,4775.0,1554.0,3.7348,125800.0,INLAND --117.4,34.09,5.0,6190.0,993.0,3615.0,963.0,4.4034,133200.0,INLAND --117.39,34.09,10.0,5736.0,945.0,3528.0,932.0,4.3958,130700.0,INLAND --117.39,34.07,15.0,1966.0,331.0,1118.0,323.0,3.8558,122700.0,INLAND --117.39,34.07,26.0,1387.0,277.0,664.0,239.0,3.0278,96800.0,INLAND --117.4,34.07,28.0,2879.0,659.0,1661.0,554.0,2.066,88100.0,INLAND --117.37,34.1,44.0,2087.0,447.0,1270.0,423.0,2.3889,86100.0,INLAND --117.37,34.1,10.0,3404.0,855.0,1656.0,675.0,1.6977,91300.0,INLAND --117.35,34.12,22.0,5640.0,889.0,3157.0,887.0,4.1581,126500.0,INLAND --117.36,34.11,35.0,2969.0,521.0,1555.0,503.0,3.25,107100.0,INLAND --117.37,34.12,32.0,3190.0,568.0,1614.0,512.0,3.8398,118200.0,INLAND --117.37,34.13,18.0,5877.0,1043.0,3114.0,1002.0,4.0294,133200.0,INLAND --117.35,34.13,26.0,3920.0,570.0,1862.0,552.0,3.7286,132000.0,INLAND --117.36,34.1,29.0,2819.0,637.0,1683.0,608.0,2.3205,87600.0,INLAND --117.36,34.1,31.0,2587.0,531.0,1227.0,489.0,2.3578,88600.0,INLAND --117.36,34.1,33.0,1904.0,343.0,1366.0,338.0,3.6227,92800.0,INLAND --117.38,34.06,17.0,3139.0,569.0,1612.0,516.0,3.3571,112300.0,INLAND --117.4,34.06,17.0,5451.0,1008.0,3533.0,940.0,3.9191,101600.0,INLAND --117.4,34.04,17.0,1906.0,334.0,1550.0,338.0,3.025,81800.0,INLAND --117.39,34.04,27.0,2919.0,549.0,1841.0,564.0,2.8682,96400.0,INLAND --117.35,34.04,14.0,2991.0,522.0,1729.0,537.0,3.5139,146800.0,INLAND --117.35,34.17,28.0,1905.0,372.0,1480.0,341.0,2.9844,79200.0,INLAND --117.34,34.16,31.0,1606.0,354.0,1049.0,335.0,2.1935,72700.0,INLAND --117.33,34.15,28.0,1473.0,333.0,1196.0,312.0,1.6993,67800.0,INLAND --117.32,34.14,32.0,1691.0,353.0,1457.0,329.0,1.8438,66600.0,INLAND --117.33,34.14,29.0,1646.0,391.0,1296.0,351.0,1.9423,69700.0,INLAND --117.34,34.14,37.0,1834.0,393.0,1198.0,348.0,2.225,81600.0,INLAND --117.35,34.15,32.0,2699.0,552.0,2086.0,551.0,2.2974,84500.0,INLAND --117.35,34.16,36.0,1717.0,348.0,1054.0,279.0,2.4444,73400.0,INLAND --117.32,34.13,41.0,1837.0,409.0,1430.0,344.0,2.4524,70400.0,INLAND --117.32,34.12,37.0,2868.0,574.0,2055.0,563.0,2.3508,70500.0,INLAND --117.32,34.12,39.0,2210.0,498.0,1752.0,477.0,1.4066,66400.0,INLAND --117.33,34.12,33.0,933.0,219.0,838.0,211.0,1.3417,69000.0,INLAND --117.33,34.13,30.0,2335.0,363.0,1214.0,311.0,2.2449,93200.0,INLAND --117.33,34.13,18.0,3009.0,740.0,2317.0,659.0,1.6375,72400.0,INLAND --117.34,34.13,29.0,1494.0,286.0,991.0,280.0,2.125,70600.0,INLAND --117.34,34.13,29.0,331.0,85.0,341.0,107.0,0.7069,70300.0,INLAND --117.32,34.11,38.0,1462.0,337.0,1208.0,324.0,2.2604,68100.0,INLAND --117.32,34.11,41.0,1229.0,302.0,994.0,270.0,1.4891,67300.0,INLAND --117.33,34.12,38.0,1703.0,385.0,1356.0,363.0,2.0391,70400.0,INLAND --117.34,34.12,26.0,1008.0,164.0,568.0,196.0,3.3516,105600.0,INLAND --117.34,34.11,29.0,2912.0,566.0,2188.0,518.0,3.2656,90600.0,INLAND --117.35,34.11,34.0,2104.0,388.0,1578.0,365.0,3.0833,88400.0,INLAND --117.34,34.1,14.0,11827.0,2445.0,6640.0,2299.0,2.4878,103800.0,INLAND --117.35,34.09,14.0,5983.0,1224.0,3255.0,1150.0,2.5902,111500.0,INLAND --117.35,34.2,5.0,9269.0,1605.0,4916.0,1519.0,4.4367,133200.0,INLAND --117.38,34.22,16.0,774.0,122.0,489.0,136.0,5.7628,221300.0,INLAND --117.41,34.24,20.0,1160.0,181.0,543.0,188.0,5.2072,164300.0,INLAND --117.41,34.23,17.0,889.0,131.0,439.0,141.0,6.1426,155000.0,INLAND --117.28,34.17,26.0,3106.0,603.0,1396.0,576.0,3.1736,122200.0,INLAND --117.28,34.17,26.0,3728.0,888.0,1765.0,727.0,1.7456,86800.0,INLAND --117.29,34.17,35.0,4174.0,847.0,2127.0,778.0,3.2232,88300.0,INLAND --117.3,34.18,28.0,2685.0,425.0,1304.0,420.0,4.3676,111100.0,INLAND --117.3,34.17,30.0,2483.0,573.0,1172.0,438.0,1.875,89700.0,INLAND --117.31,34.17,25.0,2795.0,596.0,1650.0,569.0,3.0078,87100.0,INLAND --117.32,34.17,6.0,5661.0,1287.0,2943.0,1162.0,3.6362,106500.0,INLAND --117.3,34.18,19.0,2526.0,381.0,1176.0,381.0,5.5136,137100.0,INLAND --117.32,34.19,6.0,1068.0,182.0,999.0,188.0,4.7222,109000.0,INLAND --117.34,34.18,7.0,2914.0,481.0,1584.0,499.0,4.6312,124900.0,INLAND --117.33,34.17,5.0,4718.0,1140.0,2564.0,1056.0,2.9877,119900.0,INLAND --117.33,34.17,13.0,3616.0,665.0,2189.0,620.0,3.7949,106300.0,INLAND --117.32,34.16,9.0,711.0,139.0,316.0,152.0,4.0156,131000.0,INLAND --117.31,34.15,7.0,5747.0,1307.0,2578.0,1147.0,3.3281,122200.0,INLAND --117.3,34.15,33.0,1607.0,282.0,608.0,260.0,4.3438,115000.0,INLAND --117.3,34.15,38.0,740.0,163.0,332.0,138.0,2.4107,88000.0,INLAND --117.3,34.15,40.0,961.0,199.0,509.0,182.0,2.06,85500.0,INLAND --117.3,34.14,39.0,1781.0,335.0,841.0,320.0,1.9432,89000.0,INLAND --117.31,34.14,44.0,1487.0,273.0,972.0,281.0,3.2292,86100.0,INLAND --117.31,34.14,38.0,2011.0,448.0,1190.0,403.0,1.8654,89400.0,INLAND --117.31,34.15,34.0,2037.0,385.0,1195.0,391.0,3.9231,96000.0,INLAND --117.3,34.15,45.0,942.0,166.0,401.0,174.0,3.8594,90800.0,INLAND --117.31,34.13,38.0,1287.0,284.0,1047.0,269.0,2.2865,65500.0,INLAND --117.3,34.12,34.0,1127.0,275.0,971.0,249.0,2.0583,64800.0,INLAND --117.31,34.12,37.0,1412.0,343.0,1127.0,351.0,1.1667,70900.0,INLAND --117.31,34.13,35.0,1622.0,393.0,1296.0,362.0,1.9286,68500.0,INLAND --117.31,34.13,36.0,1076.0,283.0,773.0,224.0,2.6307,66400.0,INLAND --117.3,34.11,42.0,525.0,111.0,444.0,120.0,2.6771,67000.0,INLAND --117.31,34.11,38.0,1208.0,321.0,1225.0,317.0,1.4663,64000.0,INLAND --117.31,34.11,52.0,851.0,190.0,731.0,190.0,1.9044,64900.0,INLAND --117.31,34.11,41.0,1105.0,257.0,816.0,197.0,1.9375,64100.0,INLAND --117.31,34.1,52.0,1457.0,415.0,1238.0,341.0,2.0089,68100.0,INLAND --117.3,34.1,44.0,589.0,130.0,504.0,137.0,1.775,63400.0,INLAND --117.31,34.1,28.0,2899.0,755.0,2406.0,655.0,1.5208,69500.0,INLAND --117.32,34.1,27.0,2053.0,461.0,1737.0,463.0,3.1213,78800.0,INLAND --117.32,34.1,42.0,801.0,176.0,711.0,183.0,1.8681,59700.0,INLAND --117.3,34.09,40.0,1051.0,244.0,745.0,243.0,2.1842,75200.0,INLAND --117.31,34.09,34.0,1336.0,345.0,1009.0,311.0,1.608,73700.0,INLAND --117.27,34.16,32.0,2894.0,427.0,1151.0,446.0,6.2236,159700.0,INLAND --117.28,34.15,36.0,1734.0,280.0,604.0,259.0,3.8292,122200.0,INLAND --117.28,34.15,38.0,1981.0,343.0,796.0,344.0,3.8125,97400.0,INLAND --117.29,34.15,42.0,1811.0,345.0,856.0,352.0,2.9667,97000.0,INLAND --117.29,34.16,38.0,2458.0,488.0,1135.0,453.0,2.875,99100.0,INLAND --117.28,34.16,26.0,2469.0,532.0,1068.0,501.0,1.9832,122100.0,INLAND --117.28,34.16,35.0,2028.0,456.0,972.0,398.0,2.3778,90700.0,INLAND --117.28,34.15,32.0,2170.0,430.0,815.0,401.0,3.1765,135000.0,INLAND --117.28,34.14,40.0,2364.0,438.0,968.0,416.0,3.4906,93300.0,INLAND --117.29,34.14,52.0,1683.0,266.0,646.0,256.0,4.0481,97300.0,INLAND --117.29,34.15,49.0,1820.0,321.0,757.0,324.0,3.2976,102600.0,INLAND --117.28,34.14,40.0,2190.0,496.0,1214.0,493.0,2.3947,81900.0,INLAND --117.29,34.14,45.0,1598.0,314.0,771.0,319.0,2.5417,82900.0,INLAND --117.29,34.14,48.0,1717.0,307.0,610.0,267.0,3.125,97600.0,INLAND --117.29,34.14,39.0,1989.0,401.0,805.0,341.0,2.425,90000.0,INLAND --117.3,34.14,37.0,1454.0,261.0,761.0,248.0,2.3438,88100.0,INLAND --117.28,34.13,44.0,2469.0,568.0,1363.0,517.0,1.8396,77100.0,INLAND --117.28,34.13,29.0,2077.0,577.0,1418.0,524.0,1.8281,76800.0,INLAND --117.3,34.13,52.0,1859.0,395.0,968.0,333.0,1.2034,79500.0,INLAND --117.29,34.13,52.0,2424.0,528.0,1171.0,455.0,1.4815,77900.0,INLAND --117.28,34.12,36.0,2991.0,822.0,2378.0,751.0,1.3571,70600.0,INLAND --117.29,34.12,40.0,2198.0,612.0,1517.0,531.0,1.0951,65800.0,INLAND --117.29,34.13,44.0,2337.0,563.0,1238.0,467.0,1.5156,75800.0,INLAND --117.3,34.13,42.0,2115.0,557.0,1532.0,494.0,1.4531,71500.0,INLAND --117.3,34.12,43.0,1018.0,261.0,736.0,215.0,2.6,66900.0,INLAND --117.28,34.12,47.0,2456.0,611.0,1653.0,512.0,1.3973,66100.0,INLAND --117.29,34.12,47.0,1648.0,432.0,1308.0,385.0,1.2069,68200.0,INLAND --117.29,34.12,45.0,1369.0,351.0,1046.0,274.0,1.8438,72100.0,INLAND --117.3,34.12,50.0,1629.0,437.0,1581.0,394.0,2.2019,63500.0,INLAND --117.29,34.11,48.0,1498.0,448.0,1586.0,455.0,1.1687,70800.0,INLAND --117.29,34.11,35.0,2014.0,677.0,1714.0,612.0,0.7075,78800.0,INLAND --117.29,34.11,35.0,2426.0,715.0,1920.0,586.0,1.5561,68000.0,INLAND --117.28,34.11,39.0,1573.0,418.0,1258.0,359.0,1.4896,69500.0,INLAND --117.29,34.1,19.0,1204.0,405.0,844.0,424.0,0.7235,71300.0,INLAND --117.29,34.09,24.0,1451.0,387.0,1178.0,330.0,1.1806,68300.0,INLAND --117.3,34.1,49.0,60.0,11.0,76.0,13.0,2.5625,75000.0,INLAND --117.28,34.09,44.0,376.0,,273.0,107.0,2.2917,90800.0,INLAND --117.3,34.07,34.0,567.0,143.0,387.0,138.0,1.7981,73300.0,INLAND --117.25,34.16,31.0,1516.0,238.0,596.0,255.0,4.3362,159400.0,INLAND --117.25,34.16,37.0,1709.0,278.0,744.0,274.0,3.7188,116600.0,INLAND --117.25,34.16,35.0,2707.0,481.0,1595.0,479.0,3.9018,91500.0,INLAND --117.25,34.15,30.0,1770.0,380.0,990.0,348.0,3.3,97600.0,INLAND --117.26,34.15,33.0,2271.0,389.0,1100.0,380.0,3.5978,88300.0,INLAND --117.26,34.16,31.0,3538.0,658.0,1715.0,663.0,3.7125,98000.0,INLAND --117.26,34.17,30.0,1937.0,351.0,945.0,344.0,3.8906,123700.0,INLAND --117.27,34.17,16.0,30.0,3.0,49.0,8.0,4.625,250000.0,INLAND --117.25,34.15,22.0,7935.0,1976.0,4523.0,1791.0,2.1465,88800.0,INLAND --117.25,34.14,19.0,5163.0,1229.0,2680.0,1141.0,2.2482,114500.0,INLAND --117.27,34.14,36.0,3795.0,676.0,1742.0,585.0,4.1,96400.0,INLAND --117.27,34.14,35.0,1517.0,257.0,658.0,245.0,4.4435,97600.0,INLAND --117.27,34.15,35.0,1490.0,253.0,705.0,253.0,3.3616,95300.0,INLAND --117.25,34.13,33.0,2898.0,503.0,1374.0,487.0,3.6856,90000.0,INLAND --117.25,34.13,37.0,2498.0,472.0,1291.0,487.0,3.0,83400.0,INLAND --117.26,34.13,37.0,2403.0,550.0,1234.0,493.0,2.0,72100.0,INLAND --117.26,34.13,39.0,3521.0,747.0,2256.0,721.0,2.1375,87500.0,INLAND --117.27,34.12,31.0,2209.0,636.0,1314.0,562.0,1.7235,78800.0,INLAND --117.27,34.13,40.0,1298.0,254.0,793.0,268.0,3.0721,83800.0,INLAND --117.27,34.13,36.0,3337.0,687.0,2388.0,589.0,2.9628,87800.0,INLAND --117.25,34.13,35.0,861.0,148.0,381.0,138.0,2.5234,88200.0,INLAND --117.25,34.12,17.0,3107.0,752.0,2160.0,643.0,1.8463,72600.0,INLAND --117.25,34.11,32.0,2910.0,641.0,2011.0,614.0,2.7473,70800.0,INLAND --117.27,34.12,27.0,2896.0,684.0,1514.0,668.0,1.462,70200.0,INLAND --117.27,34.12,52.0,954.0,246.0,943.0,256.0,0.8658,87500.0,INLAND --117.25,34.11,30.0,2173.0,560.0,1509.0,486.0,1.4079,67700.0,INLAND --117.26,34.11,33.0,1210.0,288.0,850.0,238.0,1.2171,59300.0,INLAND --117.27,34.11,44.0,567.0,134.0,565.0,150.0,1.8281,62900.0,INLAND --117.27,34.1,9.0,3904.0,1042.0,3688.0,896.0,1.8022,78000.0,INLAND --117.33,34.09,29.0,1960.0,415.0,1681.0,435.0,2.9292,84500.0,INLAND --117.33,34.08,35.0,2240.0,423.0,1394.0,396.0,3.1799,86700.0,INLAND --117.33,34.08,37.0,2267.0,405.0,1175.0,403.0,3.75,95200.0,INLAND --117.33,34.07,32.0,2086.0,458.0,1355.0,412.0,2.5238,89200.0,INLAND --117.34,34.07,46.0,1851.0,425.0,1100.0,377.0,2.0461,90500.0,INLAND --117.34,34.08,35.0,1380.0,248.0,730.0,264.0,3.2305,93700.0,INLAND --117.34,34.08,33.0,4924.0,1007.0,3502.0,953.0,3.233,99400.0,INLAND --117.32,34.09,38.0,1585.0,345.0,1347.0,368.0,2.375,75300.0,INLAND --117.32,34.09,30.0,1129.0,251.0,1034.0,237.0,2.3917,78600.0,INLAND --117.32,34.08,41.0,1359.0,264.0,786.0,244.0,2.5208,85500.0,INLAND --117.32,34.08,46.0,1308.0,276.0,576.0,244.0,3.1875,84000.0,INLAND --117.32,34.07,52.0,1226.0,269.0,693.0,272.0,1.9963,76900.0,INLAND --117.32,34.06,52.0,802.0,160.0,564.0,131.0,2.1591,63500.0,INLAND --117.33,34.05,26.0,613.0,149.0,431.0,130.0,1.3977,73100.0,INLAND --117.33,34.06,42.0,530.0,123.0,390.0,124.0,1.0469,67000.0,INLAND --117.33,34.06,48.0,732.0,149.0,486.0,139.0,2.5673,68200.0,INLAND --117.33,34.06,36.0,755.0,157.0,625.0,152.0,2.0242,65000.0,INLAND --117.32,34.06,46.0,476.0,102.0,476.0,91.0,1.4511,73100.0,INLAND --117.31,34.08,43.0,1697.0,387.0,1181.0,352.0,1.9234,74600.0,INLAND --117.31,34.08,40.0,2011.0,495.0,1528.0,469.0,1.9375,69900.0,INLAND --117.31,34.07,40.0,2936.0,732.0,2024.0,676.0,2.1139,70900.0,INLAND --117.32,34.07,26.0,971.0,245.0,592.0,207.0,2.1125,84000.0,INLAND --117.31,34.08,37.0,953.0,231.0,611.0,230.0,1.9926,81500.0,INLAND --117.31,34.05,6.0,7423.0,2111.0,4092.0,1789.0,2.7002,88300.0,INLAND --117.33,34.04,18.0,1837.0,388.0,727.0,336.0,2.5187,116700.0,INLAND --117.33,34.03,14.0,1582.0,347.0,825.0,259.0,2.8281,106300.0,INLAND --117.31,34.04,29.0,2481.0,383.0,1188.0,385.0,4.7344,134600.0,INLAND --117.31,34.04,5.0,2785.0,577.0,1310.0,536.0,3.39,149500.0,INLAND --117.3,34.05,6.0,2155.0,,1039.0,391.0,1.6675,95800.0,INLAND --117.3,34.05,7.0,4672.0,1121.0,2534.0,1046.0,3.4228,115700.0,INLAND --117.29,34.06,7.0,1971.0,403.0,1336.0,423.0,4.5066,111500.0,INLAND --117.28,34.06,2.0,1658.0,290.0,868.0,304.0,5.1365,136700.0,INLAND --117.32,34.02,17.0,1779.0,292.0,1006.0,293.0,4.6708,123100.0,INLAND --117.33,34.03,18.0,2342.0,402.0,1264.0,382.0,4.7986,123700.0,INLAND --117.32,34.03,13.0,3853.0,761.0,1685.0,669.0,3.9024,122400.0,INLAND --117.31,34.03,24.0,1966.0,299.0,786.0,302.0,5.0318,134500.0,INLAND --117.31,34.03,9.0,1199.0,187.0,629.0,207.0,5.7393,151600.0,INLAND --117.31,34.02,18.0,1634.0,274.0,899.0,285.0,5.2139,129300.0,INLAND --117.29,34.03,9.0,8185.0,1525.0,3630.0,1466.0,4.1667,197700.0,INLAND --117.27,34.09,36.0,848.0,186.0,737.0,169.0,0.9838,79300.0,INLAND --117.27,34.08,38.0,1093.0,256.0,856.0,212.0,1.4279,73000.0,INLAND --117.25,34.08,30.0,2981.0,605.0,1784.0,573.0,2.45,85800.0,INLAND --117.25,34.07,21.0,3067.0,706.0,2140.0,687.0,2.4432,78800.0,INLAND --117.27,34.07,21.0,418.0,132.0,401.0,120.0,1.7206,82100.0,INLAND --117.24,34.04,17.0,3362.0,507.0,1520.0,496.0,6.1986,214500.0,INLAND --117.25,34.04,18.0,5761.0,1063.0,2763.0,1058.0,4.4472,161100.0,INLAND --117.27,34.05,34.0,1703.0,395.0,849.0,359.0,3.1607,138200.0,INLAND --117.27,34.06,20.0,5258.0,1514.0,3780.0,1404.0,2.025,85700.0,INLAND --117.25,34.06,23.0,4503.0,1156.0,3264.0,937.0,1.9821,93000.0,INLAND --117.25,34.06,18.0,5009.0,1108.0,2948.0,963.0,3.0042,106500.0,INLAND --117.24,34.04,5.0,1775.0,234.0,726.0,222.0,7.978,223900.0,INLAND --117.24,34.04,4.0,4289.0,682.0,1981.0,705.0,5.3366,165100.0,INLAND --117.24,34.06,9.0,3603.0,786.0,1782.0,718.0,3.2604,93300.0,INLAND --117.23,34.15,17.0,5036.0,817.0,2084.0,833.0,4.6445,137200.0,INLAND --117.23,34.14,16.0,2577.0,521.0,956.0,472.0,2.5625,129400.0,INLAND --117.24,34.14,6.0,2383.0,606.0,1301.0,488.0,3.016,107500.0,INLAND --117.24,34.15,23.0,3847.0,608.0,1621.0,630.0,4.6111,128400.0,INLAND --117.24,34.15,26.0,2041.0,293.0,936.0,375.0,6.0,140200.0,INLAND --117.21,34.14,16.0,1613.0,245.0,811.0,267.0,5.2591,140700.0,INLAND --117.22,34.15,9.0,2524.0,352.0,1139.0,362.0,6.2516,159300.0,INLAND --117.2,34.15,18.0,1859.0,251.0,747.0,256.0,7.732,173200.0,INLAND --117.2,34.14,14.0,2647.0,524.0,989.0,479.0,3.1513,160000.0,INLAND --117.2,34.14,18.0,1920.0,333.0,890.0,323.0,5.159,144800.0,INLAND --117.24,34.13,24.0,1203.0,310.0,594.0,187.0,1.1522,87500.0,INLAND --117.24,34.13,26.0,3774.0,716.0,1913.0,620.0,3.3534,98900.0,INLAND --117.23,34.12,6.0,4464.0,1093.0,2364.0,952.0,2.3848,81600.0,INLAND --117.23,34.13,10.0,1145.0,293.0,726.0,251.0,1.645,68700.0,INLAND --117.22,34.13,10.0,5951.0,1330.0,3204.0,1159.0,2.7011,110200.0,INLAND --117.2,34.13,14.0,3998.0,711.0,1509.0,665.0,3.4138,126700.0,INLAND --117.22,34.12,34.0,2457.0,499.0,1538.0,507.0,2.809,82500.0,INLAND --117.21,34.13,31.0,3037.0,565.0,1834.0,575.0,3.3445,92900.0,INLAND --117.2,34.12,24.0,3532.0,618.0,1681.0,590.0,3.5,113900.0,INLAND --117.24,34.12,29.0,2654.0,667.0,1822.0,593.0,2.1563,72300.0,INLAND --117.24,34.11,23.0,1920.0,454.0,1161.0,358.0,2.2109,73200.0,INLAND --117.23,34.11,22.0,1162.0,221.0,995.0,244.0,2.5875,81300.0,INLAND --117.23,34.12,18.0,1439.0,319.0,699.0,310.0,2.1071,73500.0,INLAND --117.23,34.11,33.0,2170.0,500.0,1425.0,472.0,2.0133,78300.0,INLAND --117.22,34.12,30.0,2512.0,597.0,1390.0,523.0,2.3725,77200.0,INLAND --117.22,34.11,26.0,2972.0,,1972.0,532.0,2.0388,80400.0,INLAND --117.21,34.12,32.0,1677.0,354.0,1021.0,339.0,3.6853,90900.0,INLAND --117.21,34.11,27.0,1245.0,229.0,692.0,234.0,3.2176,89400.0,INLAND --117.21,34.11,26.0,1757.0,304.0,905.0,281.0,3.4103,90900.0,INLAND --117.19,34.1,5.0,2167.0,384.0,1174.0,358.0,4.0114,97700.0,INLAND --117.21,34.08,5.0,5749.0,1385.0,2382.0,1088.0,3.0587,143100.0,INLAND --117.22,34.07,8.0,3065.0,692.0,1440.0,666.0,3.2368,129200.0,INLAND --117.17,34.12,2.0,3867.0,573.0,1275.0,433.0,5.4138,164400.0,INLAND --117.12,34.1,40.0,96.0,14.0,46.0,14.0,3.2708,162500.0,INLAND --117.17,34.12,3.0,15695.0,2248.0,6080.0,1920.0,6.2178,173900.0,INLAND --117.18,34.08,28.0,2243.0,399.0,1464.0,379.0,3.2105,90300.0,INLAND --117.19,34.08,22.0,2467.0,555.0,1567.0,494.0,2.6536,84700.0,INLAND --117.19,34.08,5.0,4458.0,751.0,2392.0,773.0,4.5938,126500.0,INLAND --117.18,34.07,14.0,1258.0,245.0,752.0,264.0,3.3924,97400.0,INLAND --117.18,34.07,28.0,1306.0,279.0,885.0,255.0,2.1154,75300.0,INLAND --117.18,34.07,7.0,1347.0,301.0,799.0,276.0,2.9485,112500.0,INLAND --117.18,34.06,26.0,1953.0,446.0,1284.0,414.0,1.3485,85100.0,INLAND --117.18,34.06,28.0,699.0,180.0,432.0,168.0,2.1875,81900.0,INLAND --117.19,34.06,37.0,1467.0,348.0,1316.0,339.0,1.448,72800.0,INLAND --117.19,34.07,40.0,2374.0,500.0,1772.0,455.0,2.189,72500.0,INLAND --117.18,34.06,52.0,954.0,233.0,533.0,239.0,1.3021,100000.0,INLAND --117.19,34.06,21.0,6107.0,1559.0,2805.0,1444.0,2.5643,102700.0,INLAND --117.18,34.05,29.0,3436.0,731.0,1323.0,676.0,2.4943,122300.0,INLAND --117.17,34.05,29.0,4007.0,700.0,1576.0,696.0,3.1801,149300.0,INLAND --117.18,34.04,41.0,1766.0,288.0,753.0,278.0,4.9125,140700.0,INLAND --117.18,34.05,52.0,1820.0,342.0,601.0,315.0,2.6129,137000.0,INLAND --117.19,34.05,52.0,1949.0,432.0,767.0,392.0,2.5143,117600.0,INLAND --117.19,34.05,33.0,1688.0,313.0,808.0,298.0,3.2188,117800.0,INLAND --117.19,34.05,33.0,3007.0,498.0,1252.0,488.0,3.8816,134600.0,INLAND --117.2,34.04,24.0,1587.0,222.0,676.0,234.0,6.0715,173400.0,INLAND --117.2,34.04,23.0,1762.0,267.0,1132.0,279.0,5.9915,153200.0,INLAND --117.21,34.04,14.0,3063.0,426.0,1570.0,419.0,6.2917,224700.0,INLAND --117.21,34.05,4.0,2904.0,764.0,1250.0,664.0,3.2131,137500.0,INLAND --117.18,34.04,38.0,2492.0,381.0,1003.0,369.0,3.6875,152800.0,INLAND --117.19,34.03,36.0,2223.0,361.0,942.0,331.0,4.6806,152400.0,INLAND --117.19,34.03,25.0,2513.0,340.0,900.0,320.0,6.4962,182400.0,INLAND --117.19,34.03,20.0,856.0,124.0,395.0,145.0,10.8634,381800.0,INLAND --117.16,34.08,9.0,5306.0,993.0,2630.0,925.0,4.51,135800.0,INLAND --117.17,34.07,24.0,6573.0,1235.0,2904.0,1202.0,3.0651,108000.0,INLAND --117.17,34.08,5.0,1473.0,228.0,842.0,257.0,4.875,138100.0,INLAND --117.15,34.07,15.0,1852.0,316.0,906.0,298.0,5.3526,129800.0,INLAND --117.14,34.07,3.0,5542.0,828.0,2506.0,806.0,5.5875,162000.0,INLAND --117.14,34.06,15.0,3057.0,510.0,1154.0,460.0,3.9741,141100.0,INLAND --117.15,34.06,25.0,3670.0,644.0,1815.0,634.0,4.0658,127400.0,INLAND --117.14,34.05,5.0,2634.0,359.0,1173.0,372.0,6.746,204100.0,INLAND --117.15,34.05,9.0,1442.0,219.0,633.0,230.0,5.0227,162300.0,INLAND --117.16,34.05,23.0,3215.0,462.0,1411.0,435.0,6.0701,149900.0,INLAND --117.17,34.05,24.0,2877.0,507.0,1141.0,474.0,4.2059,121500.0,INLAND --117.15,34.04,14.0,2845.0,420.0,1172.0,377.0,7.5822,283100.0,INLAND --117.16,34.06,33.0,2101.0,468.0,1997.0,412.0,2.8125,117200.0,INLAND --117.16,34.06,17.0,2285.0,554.0,1412.0,541.0,1.8152,94300.0,INLAND --117.14,34.01,26.0,7561.0,1051.0,2909.0,1012.0,7.2972,269600.0,INLAND --117.15,34.03,32.0,2832.0,393.0,1033.0,385.0,6.5648,237200.0,INLAND --117.15,34.03,26.0,5305.0,701.0,1818.0,676.0,6.1461,217100.0,INLAND --117.17,34.03,33.0,4583.0,648.0,1760.0,638.0,6.3308,230600.0,INLAND --117.09,34.01,37.0,106.0,18.0,27.0,12.0,4.0556,131300.0,INLAND --117.09,34.07,24.0,6260.0,1271.0,3132.0,1189.0,2.5156,103000.0,INLAND --117.12,34.06,38.0,281.0,55.0,151.0,52.0,1.3906,120800.0,INLAND --117.13,34.06,4.0,3078.0,510.0,1341.0,486.0,4.9688,163200.0,INLAND --117.13,34.07,34.0,2405.0,541.0,1342.0,514.0,2.8031,86900.0,INLAND --117.08,34.08,34.0,45.0,11.0,39.0,14.0,3.0625,500001.0,INLAND --117.12,34.04,25.0,2495.0,438.0,1071.0,405.0,4.8173,146600.0,INLAND --117.07,34.05,14.0,5764.0,1006.0,1876.0,841.0,1.9694,173200.0,INLAND --117.03,34.07,16.0,3784.0,577.0,1615.0,525.0,4.2333,220300.0,INLAND --117.02,34.03,19.0,4415.0,648.0,1627.0,619.0,4.2361,191600.0,INLAND --117.03,34.02,26.0,3909.0,670.0,1884.0,665.0,4.1361,121000.0,INLAND --117.01,34.01,15.0,5592.0,891.0,2419.0,840.0,4.7193,135200.0,INLAND --116.98,34.05,6.0,2290.0,312.0,957.0,274.0,7.2708,316700.0,INLAND --117.05,34.04,23.0,3967.0,766.0,1518.0,698.0,2.29,111800.0,INLAND --117.1,34.03,24.0,4144.0,826.0,2127.0,772.0,2.5172,96000.0,INLAND --117.08,34.03,23.0,3862.0,699.0,2082.0,652.0,3.154,115700.0,INLAND --117.08,34.02,20.0,3111.0,563.0,1453.0,538.0,3.3365,122800.0,INLAND --117.06,34.02,24.0,3912.0,809.0,1926.0,762.0,2.6875,116300.0,INLAND --117.05,34.02,21.0,3098.0,646.0,1351.0,614.0,2.598,106700.0,INLAND --117.05,34.01,27.0,5484.0,1205.0,2645.0,1131.0,2.1927,116700.0,INLAND --117.04,34.02,24.0,4663.0,1213.0,1851.0,1116.0,1.4418,103500.0,INLAND --117.05,34.03,28.0,3009.0,698.0,1200.0,626.0,1.3993,104600.0,INLAND --117.06,34.03,27.0,1945.0,446.0,859.0,418.0,1.5203,126200.0,INLAND --117.03,34.03,26.0,3501.0,664.0,1860.0,681.0,3.0403,113500.0,INLAND --117.04,34.03,29.0,3375.0,795.0,1760.0,699.0,2.7028,92000.0,INLAND --117.04,34.04,30.0,3474.0,735.0,1674.0,691.0,2.5863,98300.0,INLAND --117.29,35.54,35.0,7922.0,1636.0,3431.0,1329.0,3.4145,40400.0,INLAND --117.37,34.59,39.0,8193.0,1747.0,6852.0,1597.0,2.3832,35000.0,INLAND --117.62,34.44,6.0,8884.0,1687.0,3767.0,1334.0,3.599,140200.0,INLAND --117.56,34.42,6.0,4264.0,749.0,2005.0,666.0,3.4695,138800.0,INLAND --117.51,34.41,5.0,2884.0,567.0,1396.0,465.0,3.7361,119600.0,INLAND --117.44,34.45,6.0,6068.0,1137.0,3094.0,947.0,3.5167,130900.0,INLAND --117.54,34.47,4.0,6712.0,1200.0,3126.0,1026.0,3.2277,126500.0,INLAND --117.5,34.66,20.0,1319.0,309.0,486.0,196.0,2.0184,84900.0,INLAND --117.42,34.59,8.0,5445.0,1360.0,3220.0,1214.0,1.7567,69500.0,INLAND --117.41,34.58,14.0,859.0,212.0,541.0,181.0,1.6838,57900.0,INLAND --117.4,34.58,18.0,755.0,169.0,483.0,165.0,1.4196,64700.0,INLAND --117.41,34.58,10.0,2964.0,668.0,1853.0,609.0,1.6047,73400.0,INLAND --117.54,34.55,5.0,2949.0,671.0,1620.0,530.0,2.9479,83300.0,INLAND --117.36,34.54,7.0,3940.0,764.0,2140.0,711.0,3.0357,91300.0,INLAND --117.63,34.37,20.0,7052.0,1306.0,2197.0,810.0,3.7252,167100.0,INLAND --117.61,34.34,18.0,5210.0,912.0,1301.0,464.0,4.8623,176900.0,INLAND --117.53,34.28,35.0,1529.0,338.0,688.0,256.0,4.1083,108000.0,INLAND --117.55,34.25,39.0,1578.0,317.0,872.0,322.0,4.555,153100.0,INLAND --117.03,34.91,27.0,2718.0,583.0,1472.0,509.0,2.825,76600.0,INLAND --117.01,34.9,36.0,2181.0,555.0,1404.0,492.0,2.3077,55500.0,INLAND --117.02,34.9,37.0,1199.0,351.0,782.0,296.0,1.6515,61600.0,INLAND --117.06,34.9,36.0,2828.0,916.0,1762.0,736.0,1.4318,59600.0,INLAND --117.01,34.9,34.0,2194.0,519.0,1326.0,515.0,2.1056,72000.0,INLAND --117.0,34.89,29.0,2637.0,512.0,1188.0,446.0,2.99,69400.0,INLAND --117.01,34.89,26.0,2599.0,498.0,1332.0,443.0,2.7198,70400.0,INLAND --117.02,34.89,29.0,3111.0,661.0,1530.0,608.0,2.8281,69300.0,INLAND --117.04,34.89,37.0,1884.0,366.0,1052.0,353.0,3.175,66800.0,INLAND --117.05,34.89,36.0,1199.0,260.0,665.0,229.0,3.7065,62000.0,INLAND --117.22,34.44,5.0,4787.0,910.0,1944.0,806.0,2.6576,98500.0,INLAND --117.2,34.46,7.0,8414.0,1584.0,5146.0,1517.0,3.2794,92500.0,INLAND --117.12,34.46,17.0,1613.0,326.0,765.0,300.0,2.6827,110400.0,INLAND --117.11,34.43,14.0,3026.0,556.0,1349.0,485.0,2.8021,111200.0,INLAND --117.13,34.39,29.0,2251.0,464.0,855.0,315.0,3.4183,104100.0,INLAND --117.25,34.49,4.0,2372.0,361.0,1017.0,322.0,5.1112,170900.0,INLAND --117.23,34.49,9.0,4055.0,536.0,1458.0,478.0,5.4201,170600.0,INLAND --117.21,34.49,14.0,2125.0,348.0,1067.0,360.0,3.6333,116200.0,INLAND --117.2,34.5,10.0,4201.0,850.0,2378.0,808.0,2.1781,92200.0,INLAND --117.17,34.49,13.0,4460.0,925.0,2225.0,840.0,2.0136,94100.0,INLAND --117.15,34.48,31.0,265.0,55.0,186.0,55.0,2.125,64800.0,INLAND --117.18,34.48,8.0,3561.0,691.0,2156.0,659.0,2.7778,86900.0,INLAND --117.2,34.48,7.0,4998.0,953.0,2764.0,891.0,3.205,101900.0,INLAND --117.22,34.48,7.0,2449.0,447.0,1217.0,408.0,3.6646,109900.0,INLAND --117.26,34.53,10.0,3103.0,520.0,1283.0,464.0,3.071,151600.0,INLAND --117.25,34.51,7.0,3200.0,477.0,1522.0,470.0,4.6914,142200.0,INLAND --117.23,34.51,9.0,5756.0,807.0,2158.0,758.0,5.5875,167800.0,INLAND --117.21,34.51,17.0,4379.0,629.0,1720.0,595.0,5.086,148400.0,INLAND --117.25,34.53,13.0,5841.0,955.0,2455.0,915.0,4.1333,158200.0,INLAND --117.22,34.54,8.0,12526.0,2495.0,6133.0,2324.0,2.9072,119200.0,INLAND --117.2,34.52,12.0,4476.0,761.0,2255.0,735.0,3.925,118500.0,INLAND --117.17,34.51,15.0,5151.0,942.0,2896.0,897.0,3.4875,90800.0,INLAND --117.18,34.54,5.0,3772.0,619.0,2097.0,635.0,3.8194,98500.0,INLAND --117.3,34.53,38.0,1643.0,489.0,1196.0,406.0,1.2275,64100.0,INLAND --117.3,34.54,31.0,1174.0,360.0,1161.0,328.0,1.06,56500.0,INLAND --117.3,34.54,25.0,2546.0,488.0,1338.0,487.0,3.2596,85400.0,INLAND --117.31,34.53,26.0,2299.0,496.0,1259.0,441.0,2.6125,79900.0,INLAND --117.32,34.55,18.0,279.0,59.0,188.0,60.0,0.8246,91700.0,INLAND --117.32,34.54,9.0,5904.0,1165.0,3489.0,1063.0,3.125,92800.0,INLAND --117.33,34.53,10.0,3781.0,712.0,2044.0,685.0,3.0943,97100.0,INLAND --117.34,34.51,6.0,5667.0,1385.0,2447.0,1199.0,2.3617,103100.0,INLAND --117.35,34.5,10.0,2163.0,392.0,1174.0,362.0,3.375,98000.0,INLAND --117.34,34.49,9.0,3293.0,585.0,1678.0,530.0,3.2941,98300.0,INLAND --117.36,34.48,3.0,16533.0,2549.0,7588.0,2285.0,3.9792,122100.0,INLAND --117.3,34.52,34.0,4493.0,838.0,2335.0,779.0,3.1635,74300.0,INLAND --117.32,34.51,16.0,3072.0,612.0,1283.0,604.0,2.8929,115600.0,INLAND --117.31,34.51,18.0,2704.0,698.0,1611.0,597.0,2.0243,82300.0,INLAND --117.28,34.51,10.0,4676.0,884.0,2845.0,812.0,3.0181,100400.0,INLAND --117.31,34.5,14.0,2443.0,447.0,883.0,465.0,2.1111,116700.0,INLAND --117.32,34.49,7.0,4584.0,1051.0,2049.0,918.0,1.6232,93400.0,INLAND --117.29,34.49,3.0,7689.0,1545.0,3804.0,1399.0,3.3871,111800.0,INLAND --117.32,34.48,8.0,4627.0,887.0,2739.0,846.0,3.0204,93100.0,INLAND --117.27,34.5,7.0,2045.0,342.0,878.0,292.0,6.0296,194100.0,INLAND --117.27,34.49,7.0,2344.0,351.0,846.0,314.0,4.7361,174500.0,INLAND --117.27,34.48,8.0,1794.0,276.0,690.0,271.0,3.662,165300.0,INLAND --117.26,34.48,6.0,4632.0,753.0,1851.0,694.0,4.1933,163100.0,INLAND --117.27,34.5,8.0,3567.0,543.0,1133.0,419.0,5.3733,302600.0,INLAND --117.25,34.41,13.0,3682.0,668.0,1606.0,668.0,2.1875,119700.0,INLAND --117.28,34.41,14.0,2105.0,396.0,960.0,396.0,2.9934,118200.0,INLAND --117.29,34.41,11.0,5934.0,1380.0,2756.0,1239.0,1.5758,108300.0,INLAND --117.3,34.39,11.0,3572.0,592.0,1876.0,507.0,3.6615,105100.0,INLAND --117.27,34.4,8.0,6042.0,979.0,3031.0,991.0,3.3438,124400.0,INLAND --117.27,34.39,6.0,6988.0,1121.0,3660.0,1092.0,4.2224,125700.0,INLAND --117.31,34.35,9.0,2404.0,390.0,1074.0,359.0,5.0198,151900.0,INLAND --117.31,34.41,14.0,3019.0,643.0,1639.0,582.0,1.5288,103400.0,INLAND --117.32,34.41,13.0,2032.0,348.0,1038.0,344.0,4.2891,120100.0,INLAND --117.33,34.41,13.0,3684.0,604.0,1767.0,585.0,3.7478,113500.0,INLAND --117.34,34.39,8.0,3579.0,672.0,2216.0,630.0,3.4038,100500.0,INLAND --117.31,34.39,15.0,1703.0,273.0,847.0,266.0,3.7917,123400.0,INLAND --117.39,34.38,4.0,7151.0,1295.0,3527.0,1170.0,3.5696,129700.0,INLAND --117.3,34.46,8.0,6246.0,1273.0,3883.0,1264.0,2.7917,98200.0,INLAND --117.31,34.44,10.0,1731.0,299.0,1056.0,312.0,3.6007,104000.0,INLAND --117.31,34.43,16.0,5130.0,1172.0,3126.0,1046.0,1.6784,71900.0,INLAND --117.35,34.44,9.0,11810.0,2181.0,6716.0,2081.0,3.1821,95600.0,INLAND --117.38,34.44,4.0,5083.0,867.0,2541.0,856.0,4.2414,121400.0,INLAND --117.34,34.46,9.0,5983.0,1122.0,3515.0,1064.0,3.1505,102000.0,INLAND --117.27,34.42,9.0,5643.0,1005.0,3166.0,957.0,3.2077,93300.0,INLAND --117.26,34.43,11.0,4597.0,782.0,2534.0,776.0,3.3368,99300.0,INLAND --117.27,34.45,8.0,6463.0,1095.0,3213.0,1031.0,3.2215,108800.0,INLAND --116.72,34.89,14.0,4527.0,875.0,1640.0,590.0,2.8594,81700.0,INLAND --115.93,35.55,18.0,1321.0,272.0,754.0,226.0,3.4028,67500.0,INLAND --115.75,35.23,5.0,208.0,78.0,132.0,56.0,2.5333,75000.0,INLAND --115.53,34.91,12.0,807.0,199.0,246.0,102.0,2.5391,40000.0,INLAND --116.51,34.85,15.0,3149.0,713.0,1281.0,486.0,2.0,64700.0,INLAND --116.57,35.43,8.0,9975.0,1743.0,6835.0,1439.0,2.7138,22500.0,INLAND --116.14,34.45,12.0,8796.0,1721.0,11139.0,1680.0,2.2612,137500.0,INLAND --116.32,34.1,10.0,4256.0,861.0,1403.0,686.0,2.6618,81000.0,INLAND --116.27,34.13,37.0,452.0,109.0,184.0,59.0,3.7292,65800.0,INLAND --116.31,34.13,20.0,2352.0,556.0,1217.0,481.0,1.6063,55400.0,INLAND --116.35,34.13,9.0,1969.0,406.0,805.0,349.0,1.5491,62300.0,INLAND --116.32,34.14,18.0,1880.0,487.0,994.0,425.0,1.69,54200.0,INLAND --116.33,34.15,13.0,1808.0,411.0,735.0,320.0,1.5489,57400.0,INLAND --116.29,34.18,15.0,4203.0,966.0,1756.0,695.0,2.182,60800.0,INLAND --116.62,34.23,14.0,6438.0,1719.0,1586.0,691.0,1.6136,67400.0,INLAND --116.73,34.52,16.0,1247.0,315.0,433.0,159.0,1.0568,75000.0,INLAND --116.51,34.45,21.0,8502.0,2634.0,2330.0,991.0,1.3811,51300.0,INLAND --116.56,34.06,15.0,6928.0,1529.0,2568.0,1075.0,2.5405,69600.0,INLAND --116.44,34.16,19.0,1867.0,361.0,758.0,321.0,2.8929,98100.0,INLAND --116.38,34.2,14.0,4985.0,1238.0,2517.0,954.0,2.0674,65000.0,INLAND --116.39,34.15,15.0,5583.0,1149.0,2709.0,964.0,1.9779,73300.0,INLAND --116.44,34.12,18.0,5584.0,1303.0,2250.0,1158.0,1.5823,72400.0,INLAND --116.47,34.07,22.0,5473.0,1234.0,2581.0,1098.0,1.9375,65300.0,INLAND --116.43,34.1,17.0,6683.0,1296.0,2677.0,1227.0,2.4828,84000.0,INLAND --116.4,34.09,9.0,4855.0,872.0,2098.0,765.0,3.2723,97800.0,INLAND --116.4,34.12,16.0,5648.0,1089.0,2524.0,1008.0,2.6739,78000.0,INLAND --116.38,34.1,6.0,2104.0,348.0,841.0,320.0,4.1458,116300.0,INLAND --116.22,34.21,23.0,1175.0,468.0,355.0,151.0,2.2083,42500.0,INLAND --116.14,34.22,32.0,3298.0,1228.0,763.0,360.0,1.875,47800.0,INLAND --116.06,34.2,29.0,1202.0,290.0,383.0,156.0,1.3371,66900.0,INLAND --116.06,34.15,15.0,10377.0,2331.0,4507.0,1807.0,2.2466,66800.0,INLAND --116.09,34.15,13.0,9444.0,1997.0,4166.0,1482.0,2.6111,65600.0,INLAND --116.15,34.14,18.0,3312.0,705.0,1251.0,512.0,3.0139,82600.0,INLAND --116.05,34.12,19.0,301.0,65.0,150.0,56.0,3.125,65600.0,INLAND --116.02,34.18,8.0,569.0,97.0,312.0,96.0,4.3021,94500.0,INLAND --115.85,34.2,34.0,3868.0,1257.0,890.0,423.0,1.3571,41000.0,INLAND --115.52,34.22,30.0,540.0,136.0,122.0,63.0,1.3333,42500.0,INLAND --116.0,34.12,32.0,3163.0,712.0,1358.0,544.0,2.125,57700.0,INLAND --114.94,34.55,20.0,350.0,95.0,119.0,58.0,1.625,50000.0,INLAND --114.47,34.4,19.0,7650.0,1901.0,1129.0,463.0,1.82,80100.0,INLAND --114.31,34.19,15.0,5612.0,1283.0,1015.0,472.0,1.4936,66900.0,INLAND --114.59,34.83,41.0,812.0,,375.0,158.0,1.7083,48500.0,INLAND --114.65,34.89,17.0,2556.0,587.0,1005.0,401.0,1.6991,69100.0,INLAND --114.6,34.83,46.0,1497.0,309.0,787.0,271.0,2.1908,48100.0,INLAND --114.61,34.84,48.0,1291.0,248.0,580.0,211.0,2.1571,48600.0,INLAND --114.61,34.83,31.0,2478.0,464.0,1346.0,479.0,3.212,70400.0,INLAND --114.64,34.83,10.0,2502.0,573.0,1152.0,481.0,1.7062,86800.0,INLAND --117.36,34.28,18.0,3903.0,715.0,1388.0,428.0,4.2386,157200.0,INLAND --117.28,34.26,18.0,3895.0,,1086.0,375.0,3.3672,133600.0,INLAND --117.31,34.25,29.0,4610.0,,1569.0,592.0,2.7663,97900.0,INLAND --117.32,34.24,29.0,1290.0,263.0,323.0,113.0,1.9265,103300.0,INLAND --117.3,34.24,38.0,4116.0,949.0,1196.0,422.0,3.5625,96500.0,INLAND --117.28,34.24,16.0,3474.0,633.0,853.0,315.0,5.2185,128600.0,INLAND --117.27,34.24,34.0,3687.0,756.0,941.0,367.0,2.875,117600.0,INLAND --117.26,34.24,10.0,4750.0,844.0,1220.0,428.0,4.5536,132400.0,INLAND --117.27,34.23,26.0,6339.0,1244.0,1177.0,466.0,3.7708,110400.0,INLAND --117.16,34.26,27.0,9285.0,1621.0,1135.0,410.0,2.5446,135200.0,INLAND --117.18,34.3,33.0,399.0,87.0,71.0,27.0,1.875,71300.0,INLAND --117.17,34.28,13.0,4867.0,718.0,780.0,250.0,7.1997,253800.0,INLAND --117.19,34.27,16.0,7961.0,1147.0,879.0,280.0,5.2146,255200.0,INLAND --117.21,34.28,16.0,3326.0,569.0,527.0,192.0,5.7421,167600.0,INLAND --117.2,34.26,17.0,9419.0,1455.0,1382.0,459.0,6.2233,230900.0,INLAND --117.22,34.26,16.0,8020.0,1432.0,1749.0,540.0,4.9716,162500.0,INLAND --117.2,34.24,22.0,8106.0,1665.0,1062.0,423.0,3.0434,137200.0,INLAND --117.17,34.25,15.0,4236.0,753.0,703.0,255.0,3.5625,165500.0,INLAND --117.21,34.22,31.0,5454.0,1053.0,1408.0,504.0,5.0,161100.0,INLAND --117.07,34.24,21.0,4773.0,1047.0,337.0,130.0,3.9375,115000.0,INLAND --117.13,34.24,17.0,2828.0,506.0,673.0,274.0,5.2563,144100.0,INLAND --117.15,34.22,10.0,1039.0,174.0,317.0,109.0,7.2371,171900.0,INLAND --117.12,34.21,19.0,4641.0,994.0,1334.0,474.0,4.5972,123900.0,INLAND --117.1,34.21,22.0,4397.0,931.0,1145.0,445.0,4.5268,108400.0,INLAND --117.09,34.22,16.0,1347.0,327.0,271.0,91.0,4.0,87500.0,INLAND --117.06,34.17,21.0,2520.0,582.0,416.0,151.0,2.712,89000.0,INLAND --117.13,34.17,17.0,1181.0,271.0,248.0,114.0,5.5762,150000.0,INLAND --116.94,34.24,27.0,12342.0,2630.0,1300.0,566.0,1.998,153500.0,INLAND --116.91,34.24,23.0,6379.0,1636.0,1350.0,568.0,1.6336,124500.0,INLAND --116.9,34.25,16.0,3018.0,523.0,556.0,244.0,3.5288,189700.0,INLAND --116.88,34.24,13.0,4137.0,796.0,573.0,218.0,4.6394,226500.0,INLAND --116.88,34.25,11.0,1089.0,198.0,230.0,90.0,4.9643,176000.0,INLAND --116.87,34.24,15.0,4419.0,822.0,622.0,267.0,3.9688,182800.0,INLAND --116.86,34.24,19.0,5411.0,1042.0,441.0,185.0,3.1324,132000.0,INLAND --116.86,34.23,13.0,4760.0,938.0,309.0,132.0,5.4618,147800.0,INLAND --116.99,34.3,29.0,5055.0,1036.0,410.0,191.0,3.5104,157100.0,INLAND --116.89,34.27,13.0,3661.0,770.0,567.0,228.0,4.4063,152600.0,INLAND --116.86,34.31,19.0,1649.0,328.0,382.0,151.0,4.0556,133000.0,INLAND --116.85,34.26,18.0,6988.0,1635.0,2044.0,726.0,2.4308,90600.0,INLAND --116.85,34.26,19.0,5395.0,1220.0,981.0,366.0,2.6094,92400.0,INLAND --116.85,34.25,5.0,5806.0,1030.0,569.0,219.0,4.0132,163100.0,INLAND --116.83,34.25,15.0,8948.0,1985.0,1316.0,514.0,2.7375,90800.0,INLAND --116.82,34.24,11.0,5799.0,1527.0,713.0,262.0,2.5147,84700.0,INLAND --116.76,34.29,14.0,3959.0,849.0,1064.0,376.0,2.8214,111400.0,INLAND --116.76,34.23,10.0,4374.0,989.0,1020.0,376.0,2.6071,89000.0,INLAND --116.98,34.13,16.0,2098.0,449.0,342.0,143.0,4.0333,133900.0,INLAND --116.98,34.07,21.0,739.0,125.0,199.0,82.0,4.8958,117500.0,INLAND --116.88,34.08,52.0,3419.0,777.0,710.0,265.0,3.9028,128600.0,INLAND --116.76,34.14,4.0,42.0,10.0,9.0,3.0,0.536,42500.0,INLAND --116.88,34.19,38.0,898.0,259.0,106.0,52.0,1.6875,225000.0,INLAND --117.46,34.85,7.0,9759.0,1816.0,2933.0,1168.0,3.4912,157700.0,INLAND --117.28,35.13,32.0,671.0,166.0,856.0,114.0,2.6477,53300.0,INLAND --116.85,34.98,26.0,3606.0,792.0,1683.0,608.0,2.6587,57400.0,INLAND --117.14,34.75,33.0,552.0,120.0,347.0,97.0,1.8158,100000.0,INLAND --117.28,34.68,28.0,1932.0,421.0,1156.0,404.0,1.8958,55600.0,INLAND --117.06,34.87,14.0,3348.0,619.0,1756.0,557.0,3.5987,91400.0,INLAND --117.13,34.88,21.0,3254.0,669.0,1548.0,545.0,2.3373,57100.0,INLAND --117.15,34.83,30.0,5370.0,1062.0,2778.0,944.0,3.099,66800.0,INLAND --117.19,34.94,31.0,2034.0,444.0,1097.0,367.0,2.1522,60800.0,INLAND --117.16,34.9,16.0,1579.0,327.0,934.0,298.0,2.7305,73800.0,INLAND --117.08,34.96,28.0,1777.0,307.0,721.0,259.0,3.6343,79800.0,INLAND --116.96,34.94,20.0,2355.0,467.0,1198.0,428.0,3.9934,88500.0,INLAND --116.99,34.89,24.0,2741.0,577.0,1551.0,522.0,3.474,70500.0,INLAND --116.99,34.88,23.0,6060.0,1165.0,2920.0,1072.0,3.1528,69000.0,INLAND --117.0,34.87,16.0,6862.0,1292.0,3562.0,1126.0,3.6091,87200.0,INLAND --117.02,34.88,18.0,2127.0,443.0,1168.0,401.0,3.0313,80000.0,INLAND --117.03,34.87,7.0,2245.0,407.0,1016.0,364.0,3.9464,101500.0,INLAND --116.96,34.83,30.0,1211.0,289.0,611.0,230.0,1.6667,44700.0,INLAND --116.9,34.69,10.0,337.0,102.0,108.0,50.0,0.4999,55000.0,INLAND --117.24,34.59,4.0,5027.0,797.0,1869.0,686.0,3.5507,186100.0,INLAND --117.29,34.57,22.0,1054.0,239.0,428.0,239.0,1.2548,68300.0,INLAND --117.1,34.57,6.0,5110.0,1044.0,1938.0,724.0,3.1917,112800.0,INLAND --116.9,34.52,20.0,3481.0,840.0,1694.0,587.0,1.4,77700.0,INLAND --116.94,34.4,20.0,6541.0,1401.0,2631.0,980.0,2.1339,78500.0,INLAND --117.18,32.76,52.0,2023.0,301.0,649.0,285.0,4.7396,441700.0,NEAR OCEAN --117.18,32.75,52.0,1539.0,212.0,535.0,224.0,5.392,408500.0,NEAR OCEAN --117.18,32.75,52.0,1504.0,208.0,518.0,196.0,8.603,459600.0,NEAR OCEAN --117.19,32.75,52.0,1495.0,230.0,459.0,190.0,8.1548,500001.0,NEAR OCEAN --117.19,32.75,52.0,1388.0,213.0,513.0,211.0,6.1309,411600.0,NEAR OCEAN --117.19,32.76,52.0,1294.0,175.0,434.0,180.0,5.7914,500001.0,NEAR OCEAN --117.17,32.76,45.0,3149.0,639.0,1160.0,661.0,2.7266,354200.0,NEAR OCEAN --117.17,32.75,38.0,5430.0,1176.0,2357.0,1100.0,3.654,249000.0,NEAR OCEAN --117.18,32.74,39.0,3132.0,738.0,1200.0,690.0,2.5288,274000.0,NEAR OCEAN --117.18,32.75,36.0,2282.0,534.0,918.0,531.0,2.7222,284700.0,NEAR OCEAN --117.17,32.75,52.0,1052.0,,381.0,201.0,3.0726,289600.0,NEAR OCEAN --117.16,32.75,23.0,2474.0,594.0,1107.0,536.0,2.9705,245500.0,NEAR OCEAN --117.16,32.75,49.0,1566.0,494.0,643.0,419.0,1.9637,137500.0,NEAR OCEAN --117.16,32.74,52.0,852.0,262.0,389.0,249.0,2.6042,225000.0,NEAR OCEAN --117.16,32.74,21.0,1882.0,486.0,903.0,482.0,3.06,243800.0,NEAR OCEAN --117.16,32.74,27.0,2335.0,604.0,982.0,590.0,3.1921,261500.0,NEAR OCEAN --117.17,32.75,28.0,1514.0,384.0,540.0,352.0,2.1532,240000.0,NEAR OCEAN --117.16,32.75,19.0,5430.0,1593.0,2496.0,1484.0,2.9112,199100.0,NEAR OCEAN --117.16,32.75,34.0,1785.0,558.0,804.0,490.0,2.2687,200000.0,NEAR OCEAN --117.15,32.76,43.0,2361.0,489.0,824.0,470.0,3.4196,302200.0,NEAR OCEAN --117.15,32.76,36.0,2644.0,674.0,1211.0,654.0,3.0445,214800.0,NEAR OCEAN --117.15,32.76,40.0,1809.0,474.0,826.0,456.0,2.6518,179800.0,NEAR OCEAN --117.15,32.76,37.0,1921.0,502.0,811.0,472.0,2.75,175000.0,NEAR OCEAN --117.15,32.75,40.0,2261.0,579.0,903.0,525.0,2.465,198700.0,NEAR OCEAN --117.15,32.75,9.0,2818.0,821.0,851.0,555.0,2.6181,204200.0,NEAR OCEAN --117.15,32.75,27.0,3166.0,867.0,1332.0,817.0,2.6742,171400.0,NEAR OCEAN --117.15,32.74,43.0,2383.0,607.0,962.0,587.0,2.2578,263600.0,NEAR OCEAN --117.15,32.74,26.0,3149.0,832.0,1320.0,808.0,3.0259,211700.0,NEAR OCEAN --117.14,32.75,35.0,1391.0,329.0,726.0,317.0,2.6818,159400.0,NEAR OCEAN --117.14,32.74,47.0,1494.0,327.0,689.0,304.0,3.125,172700.0,NEAR OCEAN --117.14,32.74,16.0,6075.0,1816.0,2592.0,1634.0,2.5553,178100.0,NEAR OCEAN --117.14,32.75,29.0,1961.0,565.0,1002.0,569.0,2.2813,118100.0,NEAR OCEAN --117.14,32.75,25.0,1908.0,513.0,956.0,467.0,2.4828,133300.0,NEAR OCEAN --117.14,32.75,37.0,1832.0,525.0,955.0,488.0,2.7852,129200.0,NEAR OCEAN --117.14,32.75,19.0,1358.0,613.0,766.0,630.0,1.0353,150000.0,NEAR OCEAN --117.14,32.75,20.0,1182.0,379.0,678.0,326.0,2.1937,162500.0,NEAR OCEAN --117.14,32.75,27.0,1551.0,464.0,880.0,400.0,2.4167,131300.0,NEAR OCEAN --117.14,32.76,28.0,3025.0,756.0,1328.0,695.0,2.694,164100.0,NEAR OCEAN --117.14,32.76,35.0,2539.0,661.0,1308.0,629.0,2.6777,146400.0,NEAR OCEAN --117.14,32.76,32.0,2587.0,681.0,1246.0,650.0,2.1727,145500.0,NEAR OCEAN --117.14,32.76,35.0,1785.0,493.0,965.0,506.0,2.0792,160000.0,NEAR OCEAN --117.13,32.77,30.0,2582.0,650.0,1098.0,603.0,2.8281,171700.0,NEAR OCEAN --117.13,32.76,29.0,2568.0,682.0,1191.0,642.0,2.1094,162500.0,NEAR OCEAN --117.13,32.76,41.0,1545.0,420.0,747.0,415.0,2.375,154400.0,NEAR OCEAN --117.13,32.76,27.0,2280.0,695.0,1235.0,664.0,1.9392,142900.0,NEAR OCEAN --117.13,32.76,33.0,1591.0,461.0,794.0,425.0,2.6333,140000.0,NEAR OCEAN --117.13,32.76,22.0,2623.0,732.0,1283.0,718.0,2.1563,127100.0,NEAR OCEAN --117.14,32.76,24.0,3523.0,991.0,1775.0,873.0,2.1273,142300.0,NEAR OCEAN --117.13,32.75,24.0,1877.0,519.0,898.0,483.0,2.2264,112500.0,NEAR OCEAN --117.13,32.75,28.0,2279.0,671.0,1166.0,623.0,1.95,150000.0,NEAR OCEAN --117.13,32.75,23.0,3999.0,1182.0,2051.0,1130.0,2.1292,135000.0,NEAR OCEAN --117.13,32.75,31.0,2336.0,656.0,1186.0,609.0,2.5872,130600.0,NEAR OCEAN --117.13,32.75,50.0,1476.0,354.0,698.0,354.0,3.0,168800.0,NEAR OCEAN --117.13,32.74,52.0,1512.0,321.0,651.0,321.0,3.6852,185300.0,NEAR OCEAN --117.13,32.75,37.0,4142.0,1031.0,1936.0,968.0,2.693,174100.0,NEAR OCEAN --117.12,32.75,37.0,2344.0,546.0,1134.0,513.0,2.4394,118300.0,NEAR OCEAN --117.12,32.74,46.0,1898.0,441.0,978.0,439.0,3.2708,155200.0,NEAR OCEAN --117.12,32.74,52.0,1969.0,389.0,877.0,424.0,3.79,163400.0,NEAR OCEAN --117.13,32.75,20.0,2271.0,602.0,992.0,520.0,2.2599,157600.0,NEAR OCEAN --117.12,32.75,15.0,2671.0,724.0,1800.0,646.0,2.1394,106700.0,NEAR OCEAN --117.12,32.75,17.0,2060.0,633.0,1251.0,602.0,1.9886,119200.0,NEAR OCEAN --117.12,32.75,20.0,1406.0,413.0,850.0,412.0,2.3261,114600.0,NEAR OCEAN --117.12,32.75,25.0,2222.0,634.0,1025.0,568.0,1.64,130000.0,NEAR OCEAN --117.12,32.76,23.0,2681.0,717.0,1279.0,648.0,2.1597,116100.0,NEAR OCEAN --117.12,32.76,33.0,2279.0,591.0,1250.0,576.0,2.4297,139000.0,NEAR OCEAN --117.12,32.76,43.0,2336.0,644.0,1203.0,614.0,2.3594,127800.0,NEAR OCEAN --117.12,32.76,26.0,1221.0,331.0,620.0,296.0,2.4821,123600.0,NEAR OCEAN --117.11,32.76,29.0,2030.0,545.0,1014.0,518.0,2.2409,114200.0,NEAR OCEAN --117.12,32.76,28.0,2160.0,608.0,1339.0,571.0,1.9152,128100.0,NEAR OCEAN --117.12,32.76,27.0,1426.0,364.0,792.0,353.0,2.0673,118800.0,NEAR OCEAN --117.12,32.76,28.0,1605.0,501.0,936.0,460.0,2.5991,147500.0,NEAR OCEAN --117.12,32.76,17.0,1559.0,462.0,821.0,428.0,2.0139,150000.0,NEAR OCEAN --117.12,32.76,41.0,1469.0,421.0,803.0,395.0,2.1856,120500.0,NEAR OCEAN --117.11,32.77,48.0,1502.0,272.0,590.0,265.0,2.5952,190300.0,NEAR OCEAN --117.11,32.77,50.0,1729.0,355.0,617.0,337.0,3.6705,167000.0,NEAR OCEAN --117.12,32.77,48.0,2012.0,422.0,893.0,394.0,2.7928,175000.0,NEAR OCEAN --117.12,32.77,43.0,2167.0,464.0,977.0,461.0,3.125,192200.0,NEAR OCEAN --117.11,32.77,52.0,1484.0,224.0,498.0,223.0,6.6053,331400.0,NEAR OCEAN --117.11,32.77,52.0,1506.0,233.0,478.0,240.0,4.3875,300000.0,NEAR OCEAN --117.1,32.77,49.0,4449.0,711.0,1606.0,709.0,5.7768,281600.0,NEAR OCEAN --117.1,32.76,52.0,2606.0,426.0,883.0,380.0,4.2813,270800.0,NEAR OCEAN --117.09,32.77,38.0,2065.0,374.0,812.0,343.0,3.125,216500.0,NEAR OCEAN --117.09,32.76,44.0,1139.0,214.0,470.0,217.0,3.5481,203100.0,NEAR OCEAN --117.09,32.76,43.0,3889.0,711.0,1466.0,663.0,3.5529,223000.0,NEAR OCEAN --117.11,32.76,31.0,2293.0,549.0,1108.0,557.0,3.3854,204400.0,NEAR OCEAN --117.1,32.76,30.0,1835.0,474.0,934.0,415.0,2.875,139600.0,NEAR OCEAN --117.11,32.76,28.0,1457.0,397.0,672.0,342.0,1.9799,122700.0,NEAR OCEAN --117.11,32.76,21.0,2226.0,600.0,1085.0,533.0,2.2604,126300.0,NEAR OCEAN --117.11,32.76,19.0,2188.0,616.0,1304.0,607.0,2.0852,114400.0,NEAR OCEAN --117.1,32.75,17.0,871.0,379.0,955.0,351.0,1.4375,96400.0,NEAR OCEAN --117.1,32.75,11.0,2393.0,726.0,1905.0,711.0,1.3448,91300.0,NEAR OCEAN --117.11,32.75,11.0,1607.0,478.0,1384.0,450.0,2.05,100000.0,NEAR OCEAN --117.11,32.75,21.0,2127.0,658.0,1812.0,603.0,1.6896,100000.0,NEAR OCEAN --117.11,32.75,18.0,1943.0,587.0,1329.0,522.0,1.7696,103100.0,NEAR OCEAN --117.09,32.76,29.0,1650.0,496.0,882.0,445.0,2.2287,140000.0,NEAR OCEAN --117.09,32.76,31.0,1235.0,387.0,816.0,397.0,1.5517,122500.0,NEAR OCEAN --117.1,32.76,31.0,987.0,267.0,619.0,250.0,2.9286,151800.0,NEAR OCEAN --117.1,32.75,16.0,2426.0,799.0,1505.0,754.0,1.6444,103400.0,NEAR OCEAN --117.1,32.75,21.0,2063.0,609.0,1686.0,558.0,1.4828,94800.0,NEAR OCEAN --117.1,32.75,20.0,2355.0,722.0,1848.0,576.0,2.0036,99200.0,NEAR OCEAN --117.1,32.75,15.0,2422.0,774.0,2120.0,715.0,1.0617,92400.0,NEAR OCEAN --117.1,32.75,23.0,1858.0,551.0,1506.0,492.0,1.7446,85200.0,NEAR OCEAN --117.11,32.75,46.0,695.0,182.0,601.0,195.0,2.4219,90600.0,NEAR OCEAN --117.11,32.75,20.0,1667.0,469.0,1292.0,445.0,2.0893,101100.0,NEAR OCEAN --117.11,32.75,34.0,2131.0,594.0,1373.0,562.0,2.113,102100.0,NEAR OCEAN --117.12,32.75,13.0,2795.0,773.0,1869.0,690.0,2.1767,101800.0,NEAR OCEAN --117.1,32.74,14.0,2361.0,601.0,1831.0,526.0,1.6102,93400.0,NEAR OCEAN --117.11,32.74,25.0,2846.0,644.0,2272.0,632.0,2.2,98700.0,NEAR OCEAN --117.11,32.74,25.0,684.0,190.0,665.0,187.0,2.4524,90300.0,NEAR OCEAN --117.11,32.74,33.0,1126.0,267.0,621.0,241.0,3.2422,123100.0,NEAR OCEAN --117.11,32.73,35.0,1689.0,397.0,1135.0,366.0,2.3269,97300.0,NEAR OCEAN --117.1,32.73,24.0,2927.0,704.0,2005.0,668.0,2.2375,102900.0,NEAR OCEAN --117.11,32.73,34.0,1096.0,221.0,574.0,223.0,3.8355,126700.0,NEAR OCEAN --117.11,32.73,27.0,3160.0,627.0,1628.0,612.0,3.8864,132600.0,NEAR OCEAN --117.09,32.75,30.0,1899.0,546.0,1620.0,493.0,1.6034,84400.0,NEAR OCEAN --117.09,32.74,23.0,3130.0,779.0,2472.0,744.0,2.32,93200.0,NEAR OCEAN --117.1,32.74,20.0,3854.0,1046.0,3555.0,966.0,1.6747,100000.0,NEAR OCEAN --117.1,32.74,30.0,1772.0,500.0,1389.0,447.0,2.3641,94100.0,NEAR OCEAN --117.1,32.75,11.0,1976.0,548.0,1528.0,512.0,1.4886,89800.0,NEAR OCEAN --117.08,32.75,20.0,1886.0,586.0,1134.0,525.0,1.5029,100000.0,NEAR OCEAN --117.08,32.75,16.0,1111.0,328.0,930.0,303.0,1.2347,128100.0,NEAR OCEAN --117.08,32.75,15.0,1821.0,516.0,1385.0,439.0,2.5101,95300.0,NEAR OCEAN --117.09,32.75,24.0,1245.0,376.0,1230.0,362.0,1.875,95000.0,NEAR OCEAN --117.09,32.75,28.0,1220.0,391.0,1286.0,396.0,1.2286,105000.0,NEAR OCEAN --117.09,32.75,20.0,1701.0,503.0,1482.0,465.0,1.6789,95500.0,NEAR OCEAN --117.09,32.76,10.0,1922.0,577.0,1595.0,545.0,1.5208,118800.0,NEAR OCEAN --117.08,32.76,18.0,1704.0,596.0,1639.0,548.0,1.7391,125000.0,NEAR OCEAN --117.07,32.76,14.0,2523.0,545.0,1297.0,525.0,2.3886,138100.0,NEAR OCEAN --117.07,32.75,37.0,2690.0,549.0,1219.0,524.0,2.3148,154200.0,NEAR OCEAN --117.07,32.75,14.0,3073.0,851.0,2000.0,782.0,2.3824,144700.0,NEAR OCEAN --117.07,32.75,9.0,3464.0,749.0,1687.0,645.0,3.3026,119100.0,NEAR OCEAN --117.06,32.75,34.0,1917.0,419.0,1181.0,426.0,3.0208,129200.0,NEAR OCEAN --117.05,32.74,34.0,2178.0,455.0,1193.0,446.0,3.1719,115300.0,NEAR OCEAN --117.07,32.74,37.0,1042.0,205.0,589.0,208.0,2.6629,116900.0,NEAR OCEAN --117.07,32.75,31.0,2036.0,501.0,1263.0,442.0,2.5583,120700.0,NEAR OCEAN --117.08,32.75,20.0,1989.0,508.0,1452.0,462.0,2.0077,118300.0,NEAR OCEAN --117.08,32.74,26.0,2359.0,622.0,2067.0,581.0,1.8103,124700.0,NEAR OCEAN --117.09,32.75,19.0,2739.0,707.0,2004.0,622.0,1.6318,117700.0,NEAR OCEAN --117.09,32.74,42.0,1986.0,472.0,1472.0,475.0,2.1757,110100.0,NEAR OCEAN --117.08,32.74,33.0,3260.0,673.0,1784.0,666.0,3.5078,126500.0,NEAR OCEAN --117.08,32.73,36.0,3331.0,643.0,1903.0,622.0,3.6974,122000.0,NEAR OCEAN --117.07,32.74,38.0,1901.0,392.0,1099.0,406.0,2.7661,113900.0,NEAR OCEAN --117.08,32.74,35.0,1434.0,253.0,753.0,228.0,2.3812,135100.0,NEAR OCEAN --117.08,32.73,36.0,1158.0,218.0,619.0,233.0,3.6125,122500.0,NEAR OCEAN --117.08,32.73,19.0,2935.0,763.0,1953.0,720.0,1.4254,111300.0,NEAR OCEAN --117.07,32.73,18.0,2968.0,656.0,1149.0,581.0,2.6452,154200.0,NEAR OCEAN --117.07,32.78,22.0,922.0,240.0,1524.0,235.0,1.6815,218800.0,NEAR OCEAN --117.09,32.77,31.0,3062.0,,1263.0,539.0,3.0875,291500.0,NEAR OCEAN --117.08,32.77,31.0,1070.0,155.0,426.0,153.0,6.1628,219200.0,NEAR OCEAN --117.07,32.77,34.0,2245.0,394.0,1849.0,429.0,3.5446,185500.0,NEAR OCEAN --117.07,32.77,38.0,3779.0,614.0,1495.0,614.0,4.3529,184000.0,NEAR OCEAN --117.07,32.76,42.0,1827.0,378.0,880.0,380.0,2.5125,176600.0,NEAR OCEAN --117.08,32.77,25.0,3911.0,849.0,1580.0,767.0,2.7778,184100.0,NEAR OCEAN --117.08,32.76,27.0,1221.0,254.0,606.0,259.0,3.0833,155400.0,NEAR OCEAN --117.09,32.76,31.0,2567.0,624.0,1255.0,582.0,2.5909,159100.0,NEAR OCEAN --117.08,32.76,20.0,2547.0,785.0,1199.0,643.0,1.7743,140300.0,NEAR OCEAN --117.04,32.77,21.0,1824.0,447.0,962.0,431.0,2.7826,143800.0,<1H OCEAN --117.05,32.77,23.0,2556.0,662.0,1200.0,548.0,1.8899,147700.0,NEAR OCEAN --117.06,32.77,18.0,2269.0,682.0,1329.0,581.0,1.7951,161800.0,NEAR OCEAN --117.06,32.77,34.0,1730.0,373.0,730.0,350.0,2.0284,161800.0,NEAR OCEAN --117.07,32.77,38.0,1130.0,228.0,699.0,241.0,2.65,167600.0,NEAR OCEAN --117.06,32.77,32.0,3888.0,827.0,3868.0,841.0,3.0755,166800.0,NEAR OCEAN --117.05,32.77,33.0,3535.0,683.0,1568.0,672.0,2.8097,158300.0,NEAR OCEAN --117.06,32.76,36.0,2785.0,577.0,1275.0,527.0,2.3015,156800.0,NEAR OCEAN --117.06,32.76,38.0,1549.0,288.0,636.0,278.0,3.2188,150500.0,NEAR OCEAN --117.05,32.76,46.0,1887.0,359.0,795.0,358.0,3.25,159600.0,NEAR OCEAN --117.06,32.76,37.0,2356.0,476.0,1231.0,499.0,2.965,155700.0,NEAR OCEAN --117.06,32.76,24.0,1629.0,587.0,1012.0,488.0,1.7452,156800.0,NEAR OCEAN --117.05,32.75,36.0,2024.0,,1030.0,390.0,3.8233,139800.0,NEAR OCEAN --117.06,32.75,34.0,2516.0,611.0,1317.0,594.0,2.2308,125900.0,NEAR OCEAN --117.05,32.75,35.0,2144.0,388.0,1003.0,383.0,3.0938,137300.0,NEAR OCEAN --117.07,32.72,18.0,1758.0,286.0,987.0,277.0,4.6875,141800.0,NEAR OCEAN --117.08,32.72,32.0,2286.0,468.0,1741.0,467.0,3.0446,101900.0,NEAR OCEAN --117.07,32.71,36.0,2448.0,475.0,1268.0,450.0,2.5682,109100.0,NEAR OCEAN --117.06,32.73,33.0,3444.0,619.0,1884.0,582.0,3.7891,126700.0,NEAR OCEAN --117.06,32.72,31.0,2669.0,514.0,1626.0,499.0,3.1923,116900.0,NEAR OCEAN --117.05,32.72,35.0,1777.0,369.0,1158.0,353.0,3.4107,117000.0,NEAR OCEAN --117.06,32.71,25.0,2681.0,596.0,1947.0,553.0,2.8964,104300.0,NEAR OCEAN --117.07,32.71,39.0,2754.0,652.0,2263.0,619.0,2.2454,89600.0,NEAR OCEAN --117.08,32.7,35.0,1477.0,264.0,852.0,279.0,3.1786,100600.0,NEAR OCEAN --117.08,32.7,37.0,2176.0,418.0,1301.0,375.0,2.875,98900.0,NEAR OCEAN --117.08,32.7,36.0,2103.0,390.0,1279.0,392.0,2.4135,97000.0,NEAR OCEAN --117.06,32.71,21.0,1864.0,388.0,1498.0,389.0,3.8194,125700.0,NEAR OCEAN --117.06,32.71,11.0,2397.0,523.0,1566.0,514.0,3.8687,145200.0,NEAR OCEAN --117.08,32.71,27.0,2204.0,598.0,1656.0,521.0,1.4821,86200.0,NEAR OCEAN --117.07,32.71,26.0,4151.0,823.0,2822.0,697.0,2.8372,123400.0,NEAR OCEAN --117.07,32.7,14.0,2763.0,456.0,1914.0,465.0,4.1645,143000.0,NEAR OCEAN --117.07,32.69,20.0,2192.0,406.0,1766.0,393.0,4.0921,135000.0,NEAR OCEAN --117.06,32.7,12.0,3943.0,737.0,3280.0,751.0,4.112,141400.0,NEAR OCEAN --117.04,32.71,28.0,5274.0,991.0,3727.0,961.0,3.57,109800.0,NEAR OCEAN --117.05,32.71,25.0,3292.0,608.0,2266.0,592.0,3.2986,119200.0,NEAR OCEAN --117.03,32.71,33.0,3126.0,627.0,2300.0,623.0,3.2596,103000.0,NEAR OCEAN --117.03,32.71,34.0,2328.0,444.0,1684.0,429.0,3.25,99600.0,NEAR OCEAN --117.02,32.71,20.0,4050.0,745.0,2870.0,761.0,3.7366,121800.0,NEAR OCEAN --117.02,32.7,22.0,2756.0,516.0,1849.0,486.0,4.1837,125400.0,NEAR OCEAN --117.02,32.7,18.0,1643.0,283.0,1134.0,269.0,5.1769,133000.0,NEAR OCEAN --117.02,32.71,30.0,3187.0,592.0,2082.0,631.0,3.5388,118500.0,NEAR OCEAN --117.01,32.7,25.0,2321.0,398.0,1434.0,386.0,3.5341,120800.0,NEAR OCEAN --117.05,32.69,8.0,831.0,158.0,740.0,154.0,5.3908,165500.0,NEAR OCEAN --117.06,32.69,9.0,1520.0,269.0,1250.0,265.0,4.8875,157700.0,NEAR OCEAN --117.06,32.69,13.0,705.0,149.0,718.0,155.0,4.4375,154900.0,NEAR OCEAN --117.06,32.69,9.0,521.0,111.0,491.0,110.0,5.1305,158900.0,NEAR OCEAN --117.03,32.7,19.0,2304.0,572.0,2010.0,556.0,2.2866,109900.0,NEAR OCEAN --117.04,32.69,27.0,1790.0,356.0,1286.0,347.0,3.5437,115800.0,NEAR OCEAN --117.04,32.7,7.0,9311.0,1703.0,7302.0,1694.0,4.419,156900.0,NEAR OCEAN --117.07,32.68,18.0,1475.0,267.0,1149.0,268.0,5.0827,142200.0,NEAR OCEAN --117.06,32.68,38.0,1481.0,317.0,1080.0,291.0,2.85,125800.0,NEAR OCEAN --117.06,32.68,36.0,3815.0,796.0,2945.0,728.0,2.0959,125000.0,NEAR OCEAN --117.05,32.69,21.0,991.0,210.0,695.0,203.0,3.625,144300.0,NEAR OCEAN --117.06,32.68,41.0,2665.0,515.0,1664.0,512.0,2.375,113500.0,NEAR OCEAN --117.06,32.67,29.0,4047.0,754.0,2353.0,730.0,4.0505,125000.0,NEAR OCEAN --117.05,32.68,35.0,3414.0,580.0,1761.0,522.0,3.9922,129800.0,NEAR OCEAN --117.05,32.67,32.0,4227.0,785.0,2842.0,795.0,3.9646,137800.0,NEAR OCEAN --117.05,32.68,19.0,1469.0,275.0,1010.0,292.0,3.5664,150400.0,NEAR OCEAN --117.05,32.67,16.0,2168.0,343.0,1589.0,338.0,5.4863,153800.0,NEAR OCEAN --117.06,32.66,33.0,3425.0,511.0,1528.0,479.0,5.6889,234600.0,NEAR OCEAN --117.06,32.66,24.0,2587.0,491.0,1617.0,458.0,3.5066,133400.0,NEAR OCEAN --117.04,32.66,22.0,3362.0,630.0,1471.0,612.0,4.1442,303900.0,NEAR OCEAN --117.03,32.67,15.0,5094.0,818.0,2118.0,758.0,5.3505,266600.0,NEAR OCEAN --117.02,32.68,14.0,3986.0,675.0,2065.0,702.0,5.7192,267400.0,NEAR OCEAN --117.05,32.69,14.0,1689.0,555.0,1319.0,527.0,3.16,143800.0,NEAR OCEAN --117.05,32.68,15.0,1828.0,359.0,955.0,248.0,3.2174,165100.0,NEAR OCEAN --117.04,32.68,13.0,2132.0,425.0,1345.0,432.0,4.0,89300.0,NEAR OCEAN --117.04,32.68,14.0,1320.0,270.0,943.0,260.0,5.0947,152700.0,NEAR OCEAN --117.04,32.67,14.0,3464.0,683.0,2139.0,734.0,4.0668,137500.0,NEAR OCEAN --117.04,32.69,9.0,3417.0,860.0,2521.0,828.0,3.02,158900.0,NEAR OCEAN --117.04,32.68,9.0,3087.0,609.0,1530.0,556.0,3.775,125000.0,NEAR OCEAN --117.04,32.68,11.0,1875.0,357.0,1014.0,386.0,4.375,115000.0,NEAR OCEAN --117.01,32.7,7.0,2327.0,490.0,1304.0,445.0,3.3553,132200.0,NEAR OCEAN --117.02,32.69,7.0,6055.0,1004.0,3031.0,952.0,4.436,135000.0,NEAR OCEAN --117.03,32.69,5.0,3201.0,532.0,2061.0,536.0,5.0829,179400.0,NEAR OCEAN --117.03,32.69,10.0,901.0,163.0,698.0,167.0,4.6648,156100.0,NEAR OCEAN --117.03,32.69,8.0,2460.0,397.0,1784.0,390.0,4.5662,175500.0,NEAR OCEAN --117.09,32.71,12.0,3375.0,945.0,2357.0,808.0,1.5,106300.0,NEAR OCEAN --117.09,32.7,15.0,869.0,217.0,887.0,216.0,1.4583,84200.0,NEAR OCEAN --117.09,32.7,22.0,2409.0,582.0,1887.0,578.0,1.4089,94200.0,NEAR OCEAN --117.09,32.69,18.0,1645.0,430.0,1221.0,410.0,1.3269,108000.0,NEAR OCEAN --117.09,32.69,20.0,1102.0,205.0,852.0,217.0,3.1833,108300.0,NEAR OCEAN --117.1,32.69,11.0,3071.0,911.0,2812.0,774.0,1.2413,83100.0,NEAR OCEAN --117.1,32.7,28.0,633.0,137.0,525.0,170.0,3.6042,95600.0,NEAR OCEAN --117.1,32.7,42.0,2002.0,488.0,1505.0,464.0,1.5057,86300.0,NEAR OCEAN --117.1,32.71,9.0,1931.0,472.0,1628.0,445.0,2.085,92600.0,NEAR OCEAN --117.09,32.73,26.0,3114.0,686.0,1948.0,660.0,2.8942,124100.0,NEAR OCEAN --117.1,32.72,5.0,1615.0,387.0,1094.0,394.0,2.2024,137200.0,NEAR OCEAN --117.09,32.72,39.0,1273.0,246.0,770.0,242.0,2.0938,102500.0,NEAR OCEAN --117.09,32.72,33.0,1096.0,240.0,716.0,224.0,1.6944,111800.0,NEAR OCEAN --117.09,32.73,28.0,3109.0,594.0,1559.0,589.0,3.5789,120300.0,NEAR OCEAN --117.09,32.71,29.0,2238.0,523.0,2061.0,504.0,2.5559,96800.0,NEAR OCEAN --117.1,32.71,29.0,3422.0,713.0,2775.0,644.0,1.7075,86900.0,NEAR OCEAN --117.1,32.71,25.0,939.0,247.0,1003.0,240.0,1.75,87900.0,NEAR OCEAN --117.11,32.72,25.0,1491.0,348.0,1183.0,316.0,1.9583,88600.0,NEAR OCEAN --117.11,32.71,30.0,1729.0,457.0,1673.0,460.0,1.7,85900.0,NEAR OCEAN --117.11,32.7,34.0,2028.0,522.0,1797.0,464.0,1.7402,79400.0,NEAR OCEAN --117.11,32.7,37.0,2045.0,502.0,1920.0,472.0,1.8125,83300.0,NEAR OCEAN --117.11,32.7,33.0,1980.0,488.0,1626.0,428.0,1.4856,86400.0,NEAR OCEAN --117.12,32.7,14.0,819.0,237.0,827.0,237.0,1.3194,90500.0,NEAR OCEAN --117.12,32.7,36.0,1011.0,253.0,763.0,226.0,1.8187,84100.0,NEAR OCEAN --117.11,32.71,29.0,1040.0,291.0,1054.0,297.0,1.1818,83200.0,NEAR OCEAN --117.1,32.69,37.0,1269.0,340.0,1369.0,302.0,2.2102,87200.0,NEAR OCEAN --117.1,32.69,35.0,1292.0,272.0,1183.0,272.0,2.0547,98000.0,NEAR OCEAN --117.11,32.69,36.0,1421.0,367.0,1418.0,355.0,1.9425,93400.0,NEAR OCEAN --117.11,32.69,34.0,1144.0,295.0,1271.0,302.0,2.09,91800.0,NEAR OCEAN --117.11,32.69,37.0,2395.0,627.0,2489.0,599.0,1.5933,86300.0,NEAR OCEAN --117.11,32.69,39.0,395.0,159.0,620.0,162.0,2.725,86500.0,NEAR OCEAN --117.12,32.69,46.0,200.0,77.0,180.0,65.0,1.0658,93800.0,NEAR OCEAN --117.12,32.69,37.0,1082.0,294.0,1146.0,265.0,2.0673,88500.0,NEAR OCEAN --117.12,32.7,38.0,818.0,217.0,953.0,231.0,1.0531,65700.0,NEAR OCEAN --117.12,32.7,37.0,1361.0,348.0,1398.0,328.0,1.1681,78100.0,NEAR OCEAN --117.13,32.69,36.0,1469.0,400.0,1271.0,340.0,1.043,90100.0,NEAR OCEAN --117.13,32.7,48.0,786.0,230.0,917.0,231.0,1.875,75600.0,NEAR OCEAN --117.13,32.7,42.0,1210.0,292.0,945.0,258.0,0.8991,78900.0,NEAR OCEAN --117.13,32.7,38.0,1445.0,392.0,1286.0,357.0,1.4632,80200.0,NEAR OCEAN --117.13,32.7,35.0,1179.0,344.0,1372.0,330.0,1.9509,70200.0,NEAR OCEAN --117.12,32.71,33.0,1256.0,331.0,1315.0,321.0,1.9286,78500.0,NEAR OCEAN --117.13,32.71,38.0,993.0,246.0,760.0,205.0,1.1563,82700.0,NEAR OCEAN --117.13,32.71,42.0,1145.0,314.0,1114.0,307.0,1.2614,87500.0,NEAR OCEAN --117.13,32.71,44.0,1697.0,413.0,1396.0,363.0,1.5474,83300.0,NEAR OCEAN --117.13,32.72,32.0,2197.0,623.0,1784.0,599.0,1.901,120300.0,NEAR OCEAN --117.12,32.71,24.0,421.0,101.0,396.0,113.0,0.6433,111300.0,NEAR OCEAN --117.13,32.72,9.0,2436.0,720.0,1780.0,653.0,1.8299,137500.0,NEAR OCEAN --117.13,32.72,19.0,1341.0,435.0,1048.0,360.0,1.975,117900.0,NEAR OCEAN --117.12,32.72,36.0,6096.0,1285.0,3093.0,1229.0,3.37,159100.0,NEAR OCEAN --117.12,32.73,50.0,2307.0,424.0,887.0,356.0,3.5156,168800.0,NEAR OCEAN --117.12,32.73,52.0,3976.0,718.0,1750.0,769.0,3.4151,175400.0,NEAR OCEAN --117.13,32.74,46.0,3355.0,768.0,1457.0,708.0,2.6604,170100.0,NEAR OCEAN --117.13,32.73,52.0,1148.0,214.0,481.0,215.0,5.454,240900.0,NEAR OCEAN --117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,213100.0,NEAR OCEAN --117.13,32.74,50.0,1527.0,338.0,728.0,322.0,2.625,203200.0,NEAR OCEAN --117.13,32.73,43.0,2706.0,667.0,1531.0,614.0,2.1513,145000.0,NEAR OCEAN --117.13,32.72,43.0,2160.0,504.0,1221.0,452.0,2.4821,140600.0,NEAR OCEAN --117.13,32.72,52.0,1560.0,307.0,757.0,315.0,2.7083,199100.0,NEAR OCEAN --117.13,32.73,52.0,1911.0,415.0,777.0,412.0,2.2429,221100.0,NEAR OCEAN --117.14,32.72,42.0,1558.0,458.0,1227.0,407.0,2.2804,139100.0,NEAR OCEAN --117.13,32.72,17.0,1285.0,423.0,1208.0,409.0,1.758,126600.0,NEAR OCEAN --117.14,32.71,34.0,1694.0,455.0,1467.0,425.0,2.1164,139400.0,NEAR OCEAN --117.14,32.71,32.0,719.0,251.0,894.0,208.0,1.8456,103100.0,NEAR OCEAN --117.14,32.72,43.0,1073.0,344.0,660.0,279.0,2.0529,168800.0,NEAR OCEAN --117.14,32.72,45.0,1140.0,310.0,840.0,339.0,1.6156,156300.0,NEAR OCEAN --117.14,32.72,34.0,2533.0,862.0,2011.0,778.0,2.1199,160400.0,NEAR OCEAN --117.14,32.71,52.0,1225.0,332.0,955.0,321.0,1.6011,106300.0,NEAR OCEAN --117.14,32.71,52.0,979.0,314.0,975.0,297.0,1.2375,100000.0,NEAR OCEAN --117.14,32.71,52.0,800.0,313.0,1337.0,282.0,1.5594,87500.0,NEAR OCEAN --117.14,32.71,52.0,500.0,,480.0,108.0,1.8696,91100.0,NEAR OCEAN --117.13,32.71,37.0,1220.0,325.0,1472.0,323.0,1.825,81500.0,NEAR OCEAN --117.13,32.71,35.0,614.0,180.0,691.0,164.0,1.6953,81300.0,NEAR OCEAN --117.14,32.71,43.0,966.0,255.0,857.0,208.0,1.2841,72000.0,NEAR OCEAN --117.14,32.71,39.0,1647.0,478.0,2176.0,479.0,1.7642,82900.0,NEAR OCEAN --117.14,32.7,32.0,1280.0,353.0,1335.0,330.0,1.6023,77300.0,NEAR OCEAN --117.13,32.7,35.0,365.0,98.0,463.0,112.0,2.5588,78800.0,NEAR OCEAN --117.14,32.7,43.0,1126.0,289.0,1132.0,294.0,2.1875,87000.0,NEAR OCEAN --117.14,32.7,40.0,1227.0,330.0,1199.0,316.0,1.2188,92500.0,NEAR OCEAN --117.14,32.7,36.0,633.0,148.0,557.0,139.0,1.5729,82700.0,NEAR OCEAN --117.14,32.7,48.0,510.0,180.0,545.0,132.0,1.8008,86500.0,NEAR OCEAN --117.14,32.7,44.0,658.0,218.0,869.0,212.0,1.9338,89400.0,NEAR OCEAN --117.14,32.7,47.0,552.0,161.0,593.0,174.0,0.9589,90000.0,NEAR OCEAN --117.15,32.7,50.0,475.0,172.0,483.0,120.0,1.3657,162500.0,NEAR OCEAN --117.15,32.71,52.0,402.0,183.0,557.0,172.0,1.3125,87500.0,NEAR OCEAN --117.15,32.7,52.0,458.0,148.0,1283.0,166.0,1.2863,86300.0,NEAR OCEAN --117.15,32.71,52.0,217.0,82.0,531.0,93.0,1.6607,137500.0,NEAR OCEAN --117.15,32.72,52.0,344.0,177.0,460.0,147.0,1.2292,137500.0,NEAR OCEAN --117.16,32.72,52.0,788.0,463.0,805.0,391.0,0.9142,162500.0,NEAR OCEAN --117.16,32.71,52.0,845.0,451.0,1230.0,375.0,1.0918,22500.0,NEAR OCEAN --117.16,32.71,5.0,2508.0,827.0,2066.0,761.0,1.3092,325000.0,NEAR OCEAN --117.17,32.71,7.0,2493.0,693.0,951.0,641.0,4.2375,205000.0,NEAR OCEAN --117.17,32.71,39.0,311.0,181.0,206.0,113.0,0.7685,187500.0,NEAR OCEAN --117.14,32.73,26.0,450.0,132.0,317.0,109.0,4.0,137500.0,NEAR OCEAN --117.15,32.72,51.0,1321.0,,781.0,499.0,1.3071,250000.0,NEAR OCEAN --117.16,32.72,24.0,1232.0,663.0,1184.0,626.0,1.0391,162500.0,NEAR OCEAN --117.16,32.73,52.0,1218.0,471.0,821.0,429.0,1.9597,200000.0,NEAR OCEAN --117.16,32.72,27.0,1245.0,471.0,653.0,451.0,1.2668,225000.0,NEAR OCEAN --117.17,32.73,52.0,408.0,143.0,313.0,143.0,1.815,116700.0,NEAR OCEAN --117.17,32.72,44.0,626.0,256.0,572.0,229.0,1.5909,262500.0,NEAR OCEAN --117.16,32.73,52.0,1682.0,617.0,873.0,534.0,2.0972,112500.0,NEAR OCEAN --117.16,32.73,52.0,1863.0,559.0,906.0,493.0,1.9203,195800.0,NEAR OCEAN --117.17,32.73,52.0,1578.0,487.0,879.0,446.0,2.4069,215000.0,NEAR OCEAN --117.16,32.74,49.0,1815.0,495.0,601.0,410.0,3.0571,418800.0,NEAR OCEAN --117.16,32.74,43.0,1437.0,406.0,692.0,379.0,3.1979,466700.0,NEAR OCEAN --117.17,32.74,39.0,3803.0,806.0,1567.0,775.0,3.7039,361500.0,NEAR OCEAN --117.17,32.74,38.0,5054.0,1168.0,2366.0,1103.0,2.9422,289400.0,NEAR OCEAN --117.17,32.73,52.0,55.0,18.0,65.0,22.0,1.6591,112500.0,NEAR OCEAN --117.2,32.76,40.0,581.0,157.0,298.0,156.0,2.4,255000.0,NEAR OCEAN --117.19,32.75,33.0,1115.0,316.0,583.0,269.0,2.5882,258300.0,NEAR OCEAN --117.18,32.74,20.0,1165.0,269.0,459.0,244.0,3.175,191700.0,NEAR OCEAN --117.19,32.75,52.0,25.0,5.0,13.0,5.0,0.536,162500.0,NEAR OCEAN --117.21,32.75,15.0,1716.0,702.0,914.0,672.0,1.0612,300000.0,NEAR OCEAN --117.21,32.74,45.0,3025.0,583.0,1980.0,550.0,2.2982,87500.0,NEAR OCEAN --117.21,32.75,27.0,2072.0,534.0,1118.0,510.0,2.8043,262100.0,NEAR OCEAN --117.22,32.75,24.0,3914.0,985.0,2147.0,874.0,2.9735,225000.0,NEAR OCEAN --117.22,32.75,26.0,696.0,185.0,384.0,184.0,2.6121,125000.0,NEAR OCEAN --117.23,32.75,23.0,2415.0,653.0,1275.0,596.0,3.1389,101800.0,NEAR OCEAN --117.22,32.75,26.0,617.0,112.0,251.0,110.0,3.8036,162000.0,NEAR OCEAN --117.23,32.75,11.0,4304.0,1245.0,1960.0,1105.0,3.3456,159800.0,NEAR OCEAN --117.21,32.74,52.0,1245.0,174.0,468.0,193.0,6.9322,334500.0,NEAR OCEAN --117.22,32.74,52.0,1283.0,173.0,436.0,190.0,7.4029,345700.0,NEAR OCEAN --117.22,32.74,52.0,1260.0,202.0,555.0,209.0,7.2758,345200.0,NEAR OCEAN --117.22,32.74,41.0,2621.0,542.0,1074.0,471.0,2.4016,287500.0,NEAR OCEAN --117.22,32.75,34.0,6001.0,1111.0,2654.0,1072.0,4.5878,291000.0,NEAR OCEAN --117.22,32.73,38.0,3966.0,768.0,1640.0,729.0,3.8409,291400.0,NEAR OCEAN --117.23,32.73,35.0,2914.0,683.0,1562.0,638.0,2.5259,240200.0,NEAR OCEAN --117.23,32.73,44.0,1168.0,263.0,509.0,256.0,2.7273,269700.0,NEAR OCEAN --117.23,32.72,43.0,952.0,209.0,392.0,210.0,2.1635,244200.0,NEAR OCEAN --117.23,32.74,44.0,1404.0,229.0,513.0,217.0,4.1806,263800.0,NEAR OCEAN --117.24,32.74,43.0,2216.0,375.0,918.0,388.0,5.5289,297700.0,NEAR OCEAN --117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,388300.0,NEAR OCEAN --117.23,32.73,36.0,2052.0,287.0,699.0,265.0,7.5557,441400.0,NEAR OCEAN --117.23,32.72,38.0,2827.0,581.0,972.0,558.0,3.2361,500001.0,NEAR OCEAN --117.24,32.71,32.0,4164.0,701.0,1277.0,607.0,6.6661,500001.0,NEAR OCEAN --117.24,32.72,39.0,3089.0,431.0,1175.0,432.0,7.5925,466700.0,NEAR OCEAN --117.24,32.72,39.0,3819.0,594.0,1361.0,583.0,6.6013,396400.0,NEAR OCEAN --117.25,32.73,38.0,1840.0,291.0,633.0,283.0,4.9125,383600.0,NEAR OCEAN --117.25,32.72,36.0,2632.0,450.0,2038.0,419.0,6.5319,345800.0,NEAR OCEAN --117.25,32.72,33.0,1677.0,228.0,629.0,239.0,6.597,496400.0,NEAR OCEAN --117.25,32.73,37.0,2224.0,331.0,821.0,341.0,6.3331,400000.0,NEAR OCEAN --117.28,32.73,44.0,1934.0,325.0,783.0,316.0,4.8684,358600.0,NEAR OCEAN --117.28,32.74,33.0,4168.0,1112.0,1785.0,984.0,2.7515,247700.0,NEAR OCEAN --117.25,32.74,36.0,3548.0,956.0,1648.0,866.0,2.6962,288200.0,NEAR OCEAN --117.25,32.74,36.0,1830.0,430.0,755.0,419.0,2.9904,286800.0,NEAR OCEAN --117.25,32.74,40.0,2186.0,549.0,953.0,515.0,2.8007,257100.0,NEAR OCEAN --117.24,32.74,44.0,1686.0,285.0,712.0,298.0,4.0268,298600.0,NEAR OCEAN --117.24,32.74,44.0,1488.0,259.0,667.0,281.0,4.0862,321800.0,NEAR OCEAN --117.25,32.73,39.0,1688.0,256.0,635.0,272.0,4.5938,367400.0,NEAR OCEAN --117.23,32.75,5.0,1824.0,,892.0,426.0,3.4286,137500.0,NEAR OCEAN --117.23,32.75,21.0,2050.0,608.0,1131.0,550.0,2.4779,165000.0,NEAR OCEAN --117.23,32.74,16.0,735.0,139.0,299.0,134.0,4.6354,179200.0,NEAR OCEAN --117.23,32.74,16.0,1953.0,404.0,798.0,385.0,4.8167,169800.0,NEAR OCEAN --117.23,32.74,35.0,2615.0,525.0,1312.0,547.0,4.1339,238200.0,NEAR OCEAN --117.24,32.74,45.0,1718.0,293.0,757.0,329.0,4.05,284900.0,NEAR OCEAN --117.24,32.75,36.0,2831.0,669.0,1279.0,660.0,2.9896,252700.0,NEAR OCEAN --117.24,32.75,36.0,1856.0,475.0,822.0,416.0,2.3042,220600.0,NEAR OCEAN --117.24,32.75,41.0,1989.0,514.0,1015.0,489.0,2.79,226000.0,NEAR OCEAN --117.25,32.74,36.0,1240.0,310.0,577.0,319.0,2.6625,248200.0,NEAR OCEAN --117.25,32.75,32.0,3551.0,1037.0,1731.0,935.0,2.2017,208300.0,NEAR OCEAN --117.25,32.75,36.0,1929.0,526.0,974.0,491.0,1.7622,205800.0,NEAR OCEAN --117.24,32.75,33.0,1980.0,614.0,1057.0,567.0,2.2042,231300.0,NEAR OCEAN --117.25,32.75,37.0,1189.0,377.0,645.0,377.0,2.4672,216700.0,NEAR OCEAN --117.28,32.75,34.0,981.0,313.0,508.0,304.0,2.2328,266700.0,NEAR OCEAN --117.25,32.79,37.0,1467.0,442.0,651.0,354.0,2.375,340400.0,NEAR OCEAN --117.25,32.79,43.0,906.0,240.0,458.0,205.0,1.8365,328600.0,NEAR OCEAN --117.25,32.78,36.0,1527.0,427.0,710.0,312.0,2.7857,291700.0,NEAR OCEAN --117.25,32.78,21.0,1479.0,484.0,658.0,384.0,2.45,350000.0,NEAR OCEAN --117.28,32.77,38.0,1267.0,340.0,442.0,250.0,4.3403,500000.0,NEAR OCEAN --117.25,32.77,32.0,2021.0,524.0,973.0,485.0,3.18,362500.0,NEAR OCEAN --117.25,32.77,35.0,2494.0,690.0,1126.0,624.0,4.0313,385300.0,NEAR OCEAN --117.25,32.76,38.0,2331.0,493.0,836.0,433.0,4.9125,452600.0,NEAR OCEAN --117.22,32.78,22.0,2020.0,466.0,1010.0,429.0,3.4527,175000.0,NEAR OCEAN --117.23,32.79,23.0,2578.0,665.0,989.0,622.0,3.5484,238000.0,NEAR OCEAN --117.23,32.79,28.0,2453.0,648.0,1082.0,617.0,3.625,266700.0,NEAR OCEAN --117.23,32.78,35.0,1649.0,355.0,746.0,360.0,4.6293,356500.0,NEAR OCEAN --117.24,32.78,44.0,2172.0,431.0,892.0,420.0,4.1742,342200.0,NEAR OCEAN --117.24,32.79,17.0,1149.0,266.0,403.0,228.0,4.1652,241700.0,NEAR OCEAN --117.24,32.79,18.0,2539.0,616.0,964.0,526.0,3.4306,275000.0,NEAR OCEAN --117.24,32.79,20.0,961.0,278.0,525.0,254.0,3.1838,245800.0,NEAR OCEAN --117.24,32.79,25.0,2135.0,691.0,566.0,320.0,2.6902,212500.0,NEAR OCEAN --117.24,32.79,18.0,1741.0,602.0,508.0,283.0,3.2625,193800.0,NEAR OCEAN --117.21,32.8,19.0,786.0,282.0,525.0,229.0,1.7273,137500.0,NEAR OCEAN --117.22,32.8,23.0,1906.0,525.0,1029.0,491.0,2.93,183300.0,NEAR OCEAN --117.23,32.8,22.0,2981.0,873.0,1751.0,745.0,2.3482,190600.0,NEAR OCEAN --117.23,32.8,27.0,1297.0,355.0,776.0,337.0,2.4643,244400.0,NEAR OCEAN --117.23,32.81,28.0,1508.0,263.0,996.0,267.0,3.8026,270000.0,NEAR OCEAN --117.22,32.81,21.0,1703.0,335.0,902.0,369.0,3.7813,362500.0,NEAR OCEAN --117.25,32.8,37.0,1096.0,260.0,490.0,267.0,3.2663,270600.0,NEAR OCEAN --117.25,32.8,32.0,1601.0,468.0,731.0,429.0,2.5568,258300.0,NEAR OCEAN --117.25,32.8,30.0,2061.0,631.0,1007.0,577.0,2.5813,253100.0,NEAR OCEAN --117.25,32.8,31.0,2182.0,630.0,1069.0,599.0,2.9781,212500.0,NEAR OCEAN --117.25,32.79,27.0,848.0,300.0,455.0,298.0,3.0774,275000.0,NEAR OCEAN --117.25,32.79,25.0,1627.0,375.0,735.0,378.0,3.6429,317100.0,NEAR OCEAN --117.28,32.8,20.0,1838.0,540.0,615.0,325.0,3.5486,193800.0,NEAR OCEAN --117.23,32.8,21.0,2429.0,579.0,1011.0,538.0,3.225,229400.0,NEAR OCEAN --117.23,32.8,31.0,1403.0,388.0,724.0,371.0,2.6403,216100.0,NEAR OCEAN --117.23,32.8,28.0,3379.0,918.0,1849.0,849.0,3.0293,241700.0,NEAR OCEAN --117.24,32.8,26.0,3433.0,873.0,1492.0,798.0,2.9258,234800.0,NEAR OCEAN --117.24,32.8,28.0,1072.0,331.0,692.0,321.0,2.1357,187500.0,NEAR OCEAN --117.24,32.8,18.0,2205.0,661.0,874.0,580.0,3.8018,112500.0,NEAR OCEAN --117.24,32.8,19.0,1863.0,497.0,868.0,503.0,2.288,210000.0,NEAR OCEAN --117.24,32.8,30.0,1917.0,462.0,828.0,437.0,2.4671,276300.0,NEAR OCEAN --117.24,32.8,29.0,3376.0,882.0,1513.0,843.0,3.101,238200.0,NEAR OCEAN --117.25,32.81,32.0,2402.0,551.0,1020.0,532.0,3.3942,307400.0,NEAR OCEAN --117.25,32.8,35.0,2281.0,506.0,1005.0,496.0,4.2296,275000.0,NEAR OCEAN --117.25,32.8,26.0,2442.0,659.0,1134.0,624.0,3.3274,295500.0,NEAR OCEAN --117.26,32.81,25.0,2076.0,586.0,1060.0,554.0,2.8421,227800.0,NEAR OCEAN --117.26,32.81,30.0,1328.0,346.0,577.0,328.0,2.3284,290600.0,NEAR OCEAN --117.26,32.81,37.0,1616.0,421.0,650.0,395.0,2.92,326500.0,NEAR OCEAN --117.29,32.81,35.0,1878.0,308.0,598.0,257.0,6.9553,500001.0,NEAR OCEAN --117.26,32.8,30.0,1446.0,385.0,650.0,344.0,3.744,450000.0,NEAR OCEAN --117.24,32.81,33.0,1588.0,289.0,683.0,301.0,5.4103,332400.0,NEAR OCEAN --117.24,32.81,34.0,2420.0,391.0,917.0,392.0,6.5881,394400.0,NEAR OCEAN --117.25,32.81,39.0,1846.0,350.0,765.0,329.0,3.9187,311900.0,NEAR OCEAN --117.27,32.84,34.0,1655.0,450.0,870.0,411.0,3.2109,376000.0,NEAR OCEAN --117.28,32.84,41.0,1420.0,338.0,640.0,314.0,2.9306,360300.0,NEAR OCEAN --117.27,32.83,39.0,1877.0,426.0,805.0,409.0,3.875,410000.0,NEAR OCEAN --117.28,32.83,34.0,2392.0,653.0,933.0,619.0,3.7306,500000.0,NEAR OCEAN --117.31,32.83,38.0,2367.0,480.0,891.0,428.0,4.1477,500001.0,NEAR OCEAN --117.27,32.82,35.0,2908.0,595.0,1068.0,529.0,4.1793,500001.0,NEAR OCEAN --117.27,32.82,42.0,2820.0,488.0,1175.0,500.0,4.5083,405200.0,NEAR OCEAN --117.31,32.82,42.0,2785.0,389.0,833.0,333.0,11.3074,500001.0,NEAR OCEAN --117.27,32.85,34.0,2105.0,444.0,780.0,406.0,2.3187,488900.0,NEAR OCEAN --117.28,32.84,21.0,2455.0,660.0,1015.0,597.0,3.7596,381300.0,NEAR OCEAN --117.27,32.85,26.0,1373.0,,608.0,268.0,4.425,475000.0,NEAR OCEAN --117.3,32.85,28.0,2334.0,694.0,770.0,552.0,3.1324,500001.0,NEAR OCEAN --117.23,32.81,24.0,3271.0,508.0,1496.0,482.0,5.9359,422200.0,NEAR OCEAN --117.23,32.81,22.0,3205.0,429.0,1083.0,410.0,8.1844,406300.0,NEAR OCEAN --117.24,32.82,20.0,2467.0,332.0,731.0,335.0,7.2559,392300.0,NEAR OCEAN --117.25,32.84,19.0,1759.0,214.0,659.0,195.0,10.7751,500001.0,NEAR OCEAN --117.26,32.85,30.0,3652.0,499.0,978.0,462.0,8.2374,500001.0,NEAR OCEAN --117.25,32.83,17.0,2075.0,262.0,704.0,241.0,10.9529,500001.0,NEAR OCEAN --117.27,32.84,26.0,3940.0,657.0,1180.0,600.0,6.1025,500001.0,NEAR OCEAN --117.23,32.88,18.0,5566.0,1465.0,6303.0,1458.0,1.858,205000.0,NEAR OCEAN --117.22,32.85,26.0,1647.0,261.0,694.0,259.0,4.6875,274400.0,NEAR OCEAN --117.22,32.84,19.0,2691.0,347.0,1154.0,366.0,8.051,363600.0,NEAR OCEAN --117.23,32.85,25.0,4229.0,601.0,1634.0,574.0,6.3955,316700.0,NEAR OCEAN --117.21,32.86,24.0,3596.0,494.0,1573.0,492.0,6.5382,326000.0,NEAR OCEAN --117.21,32.86,26.0,1352.0,202.0,654.0,217.0,5.3693,260700.0,NEAR OCEAN --117.21,32.85,15.0,2593.0,521.0,901.0,456.0,4.2065,277800.0,NEAR OCEAN --117.21,32.85,26.0,2012.0,315.0,872.0,335.0,5.4067,277500.0,NEAR OCEAN --117.24,32.83,18.0,3109.0,501.0,949.0,368.0,7.4351,445700.0,NEAR OCEAN --117.25,32.82,19.0,5255.0,762.0,1773.0,725.0,7.8013,474000.0,NEAR OCEAN --117.25,32.82,23.0,6139.0,826.0,2036.0,807.0,9.5245,500001.0,NEAR OCEAN --117.26,32.83,24.0,1663.0,199.0,578.0,187.0,10.7721,500001.0,NEAR OCEAN --117.26,32.82,34.0,5846.0,785.0,1817.0,747.0,8.496,500001.0,NEAR OCEAN --117.27,32.83,35.0,1420.0,193.0,469.0,177.0,8.0639,500001.0,NEAR OCEAN --117.29,32.92,25.0,2355.0,381.0,823.0,358.0,6.8322,500001.0,NEAR OCEAN --117.25,32.86,30.0,1670.0,219.0,606.0,202.0,12.4429,500001.0,NEAR OCEAN --117.25,32.86,25.0,2911.0,533.0,1137.0,499.0,5.1023,500001.0,NEAR OCEAN --117.25,32.86,27.0,2530.0,469.0,594.0,326.0,7.2821,500001.0,NEAR OCEAN --117.26,32.85,42.0,1761.0,329.0,480.0,255.0,5.3787,500001.0,NEAR OCEAN --117.24,32.85,18.0,3117.0,475.0,904.0,368.0,6.7587,388500.0,NEAR OCEAN --117.24,32.85,22.0,3479.0,448.0,1252.0,440.0,10.0707,500001.0,NEAR OCEAN --117.19,32.86,18.0,4231.0,728.0,2030.0,720.0,6.1805,272400.0,NEAR OCEAN --117.19,32.86,19.0,3716.0,563.0,1788.0,587.0,5.2113,267400.0,NEAR OCEAN --117.2,32.85,22.0,3501.0,631.0,1297.0,581.0,4.7891,295300.0,NEAR OCEAN --117.2,32.85,26.0,2298.0,549.0,980.0,555.0,2.4207,213500.0,NEAR OCEAN --117.19,32.85,15.0,2895.0,498.0,1164.0,443.0,5.102,417500.0,NEAR OCEAN --117.23,32.87,15.0,2290.0,662.0,1034.0,594.0,3.0104,204200.0,NEAR OCEAN --117.23,32.86,16.0,1675.0,354.0,604.0,332.0,5.2326,188300.0,NEAR OCEAN --117.23,32.86,15.0,1199.0,301.0,510.0,296.0,3.6083,180100.0,NEAR OCEAN --117.23,32.86,15.0,1703.0,320.0,587.0,282.0,5.0855,209800.0,NEAR OCEAN --117.23,32.86,16.0,1200.0,468.0,648.0,443.0,3.045,100000.0,NEAR OCEAN --117.23,32.87,11.0,3123.0,740.0,1223.0,634.0,5.417,196800.0,NEAR OCEAN --117.21,32.86,16.0,2800.0,566.0,1267.0,518.0,3.2794,148600.0,NEAR OCEAN --117.22,32.87,14.0,3512.0,807.0,1835.0,792.0,3.35,171000.0,NEAR OCEAN --117.22,32.86,4.0,16289.0,4585.0,7604.0,4176.0,3.6287,280800.0,NEAR OCEAN --117.22,32.87,5.0,3511.0,1008.0,1599.0,918.0,3.8542,176600.0,NEAR OCEAN --117.21,32.89,14.0,3114.0,773.0,1592.0,776.0,3.3176,156100.0,NEAR OCEAN --117.2,32.86,4.0,4308.0,1095.0,1923.0,932.0,3.9356,267000.0,NEAR OCEAN --117.21,32.87,12.0,1428.0,303.0,528.0,269.0,4.1429,254400.0,NEAR OCEAN --117.15,32.91,15.0,1613.0,303.0,702.0,240.0,4.875,169300.0,<1H OCEAN --117.15,32.91,14.0,1259.0,238.0,889.0,247.0,4.9464,174800.0,<1H OCEAN --117.16,32.91,5.0,1619.0,272.0,1063.0,296.0,6.0891,214600.0,<1H OCEAN --117.15,32.91,10.0,2349.0,431.0,1598.0,435.0,4.8229,183200.0,<1H OCEAN --117.15,32.9,12.0,1681.0,381.0,1050.0,362.0,4.2008,176100.0,<1H OCEAN --117.16,32.89,5.0,8576.0,1952.0,5006.0,1827.0,4.3598,189100.0,<1H OCEAN --117.12,32.91,8.0,3405.0,961.0,1742.0,918.0,2.8728,114600.0,<1H OCEAN --117.13,32.91,15.0,1450.0,266.0,747.0,290.0,3.6111,196300.0,<1H OCEAN --117.13,32.91,16.0,3230.0,579.0,1825.0,576.0,4.2969,151200.0,<1H OCEAN --117.13,32.91,16.0,2715.0,581.0,1619.0,584.0,4.0,154700.0,<1H OCEAN --117.14,32.91,14.0,3014.0,710.0,2165.0,705.0,3.7837,160300.0,<1H OCEAN --117.14,32.9,16.0,3217.0,,2054.0,687.0,4.2234,162100.0,<1H OCEAN --117.13,32.9,15.0,2785.0,644.0,1798.0,630.0,3.7156,175200.0,<1H OCEAN --117.12,32.9,14.0,3249.0,937.0,1929.0,838.0,2.8588,92500.0,<1H OCEAN --117.12,32.9,13.0,1743.0,363.0,854.0,353.0,4.6667,138200.0,<1H OCEAN --117.13,32.92,16.0,2173.0,399.0,1460.0,393.0,4.2614,169600.0,<1H OCEAN --117.13,32.92,17.0,1481.0,315.0,1002.0,300.0,3.6196,163400.0,<1H OCEAN --117.14,32.92,7.0,1308.0,418.0,766.0,390.0,3.2151,106300.0,<1H OCEAN --117.14,32.92,6.0,3069.0,750.0,1541.0,736.0,3.814,132500.0,<1H OCEAN --117.14,32.92,15.0,3242.0,595.0,1936.0,593.0,4.9706,184700.0,<1H OCEAN --117.13,32.92,16.0,1580.0,241.0,917.0,261.0,4.7266,191100.0,<1H OCEAN --117.13,32.92,16.0,1565.0,257.0,893.0,239.0,5.5036,192300.0,<1H OCEAN --117.13,32.94,15.0,4846.0,825.0,2797.0,823.0,4.9375,180400.0,<1H OCEAN --117.13,32.93,16.0,2918.0,444.0,1697.0,444.0,5.3062,195500.0,<1H OCEAN --117.14,32.93,14.0,1946.0,463.0,1205.0,390.0,4.2109,171200.0,<1H OCEAN --117.14,32.93,12.0,1474.0,364.0,1009.0,372.0,4.0521,166700.0,<1H OCEAN --117.14,32.93,16.0,2412.0,419.0,1612.0,422.0,4.5086,171100.0,<1H OCEAN --117.12,32.93,7.0,1427.0,243.0,927.0,239.0,5.3625,218900.0,<1H OCEAN --117.15,32.93,16.0,2718.0,438.0,1515.0,431.0,5.1433,185300.0,<1H OCEAN --117.14,32.92,15.0,1558.0,314.0,949.0,332.0,5.2864,174400.0,<1H OCEAN --117.15,32.92,16.0,1972.0,402.0,1377.0,413.0,4.4615,168300.0,<1H OCEAN --117.15,32.92,16.0,2366.0,392.0,1482.0,407.0,4.9024,182900.0,<1H OCEAN --117.15,32.92,16.0,2969.0,514.0,1594.0,465.0,4.5221,168300.0,<1H OCEAN --117.18,32.92,4.0,15025.0,2616.0,7560.0,2392.0,5.196,210700.0,<1H OCEAN --117.25,32.96,18.0,4773.0,743.0,1970.0,716.0,6.6199,406200.0,NEAR OCEAN --117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,500001.0,NEAR OCEAN --117.26,32.95,15.0,1882.0,233.0,704.0,219.0,6.9794,500001.0,NEAR OCEAN --117.25,32.94,16.0,4755.0,807.0,1829.0,756.0,6.7694,425900.0,NEAR OCEAN --117.25,32.94,15.0,1804.0,339.0,673.0,296.0,5.9806,370500.0,NEAR OCEAN --117.24,32.95,18.0,1591.0,268.0,547.0,243.0,5.9547,329300.0,NEAR OCEAN --117.24,32.94,12.0,2165.0,437.0,792.0,386.0,5.2648,294400.0,NEAR OCEAN --117.13,32.98,5.0,2276.0,311.0,1158.0,317.0,6.4321,271900.0,<1H OCEAN --117.13,32.97,10.0,3486.0,469.0,1700.0,483.0,6.4696,249500.0,<1H OCEAN --117.18,32.95,4.0,19001.0,2688.0,8980.0,2441.0,6.3237,260900.0,<1H OCEAN --117.14,32.96,12.0,5949.0,799.0,2936.0,781.0,6.3721,241500.0,<1H OCEAN --117.13,32.96,15.0,2267.0,292.0,1180.0,289.0,6.712,240200.0,<1H OCEAN --117.24,32.98,4.0,6423.0,1042.0,2607.0,983.0,7.6348,337000.0,NEAR OCEAN --117.21,32.96,3.0,6251.0,988.0,2330.0,893.0,8.4355,467600.0,NEAR OCEAN --117.22,32.95,4.0,18123.0,3173.0,7301.0,2964.0,6.357,322500.0,NEAR OCEAN --117.22,32.83,34.0,2936.0,597.0,1512.0,571.0,3.7841,176900.0,NEAR OCEAN --117.22,32.83,31.0,3958.0,727.0,1924.0,728.0,5.4605,190200.0,NEAR OCEAN --117.22,32.83,17.0,1124.0,187.0,553.0,205.0,5.7451,237300.0,NEAR OCEAN --117.22,32.83,31.0,2558.0,512.0,1164.0,492.0,3.4318,200400.0,NEAR OCEAN --117.22,32.82,35.0,756.0,135.0,423.0,136.0,3.5234,183900.0,NEAR OCEAN --117.2,32.84,34.0,3353.0,544.0,1583.0,571.0,4.55,187700.0,NEAR OCEAN --117.2,32.84,32.0,2033.0,394.0,989.0,389.0,3.2583,181400.0,NEAR OCEAN --117.21,32.84,34.0,2158.0,366.0,1046.0,335.0,4.5402,182100.0,NEAR OCEAN --117.2,32.83,36.0,1089.0,240.0,623.0,226.0,2.5909,176000.0,NEAR OCEAN --117.21,32.83,36.0,1475.0,328.0,806.0,327.0,3.5078,166000.0,NEAR OCEAN --117.21,32.83,28.0,3241.0,533.0,1334.0,513.0,4.1806,199600.0,NEAR OCEAN --117.21,32.83,35.0,2259.0,501.0,1340.0,511.0,3.4482,162500.0,NEAR OCEAN --117.21,32.81,33.0,4773.0,873.0,1954.0,845.0,4.3862,184800.0,NEAR OCEAN --117.21,32.82,31.0,2035.0,383.0,866.0,360.0,3.8529,212000.0,NEAR OCEAN --117.21,32.81,27.0,1318.0,216.0,495.0,191.0,5.2837,283800.0,NEAR OCEAN --117.22,32.82,22.0,3738.0,795.0,1476.0,728.0,3.7963,303100.0,NEAR OCEAN --117.22,32.81,24.0,730.0,196.0,335.0,203.0,3.5078,362500.0,NEAR OCEAN --117.2,32.83,35.0,1377.0,350.0,792.0,313.0,2.8472,161400.0,NEAR OCEAN --117.2,32.82,35.0,1217.0,220.0,643.0,237.0,3.9464,171600.0,NEAR OCEAN --117.2,32.82,35.0,2772.0,537.0,1392.0,521.0,3.337,172300.0,NEAR OCEAN --117.19,32.82,34.0,3850.0,608.0,1619.0,602.0,5.0465,208200.0,NEAR OCEAN --117.19,32.82,35.0,1074.0,180.0,442.0,173.0,5.253,204000.0,NEAR OCEAN --117.19,32.82,35.0,2197.0,353.0,945.0,357.0,4.9219,192900.0,NEAR OCEAN --117.18,32.84,31.0,3064.0,575.0,1476.0,549.0,3.6667,175900.0,NEAR OCEAN --117.18,32.84,30.0,2290.0,523.0,1272.0,472.0,3.5606,165100.0,NEAR OCEAN --117.18,32.84,32.0,1351.0,237.0,823.0,269.0,4.2768,167800.0,NEAR OCEAN --117.19,32.84,30.0,2492.0,406.0,1250.0,431.0,5.5277,197100.0,NEAR OCEAN --117.19,32.84,35.0,2263.0,427.0,1001.0,408.0,3.875,172000.0,NEAR OCEAN --117.18,32.83,23.0,2105.0,525.0,1218.0,484.0,3.375,184100.0,NEAR OCEAN --117.19,32.83,30.0,2288.0,448.0,1240.0,469.0,4.0114,169800.0,NEAR OCEAN --117.19,32.83,30.0,3225.0,555.0,1601.0,532.0,4.3317,173300.0,NEAR OCEAN --117.17,32.83,24.0,3541.0,530.0,1591.0,530.0,5.3538,212500.0,NEAR OCEAN --117.17,32.82,24.0,1623.0,417.0,911.0,397.0,2.7401,198100.0,NEAR OCEAN --117.17,32.82,21.0,2869.0,596.0,1471.0,577.0,3.0375,197600.0,NEAR OCEAN --117.18,32.83,27.0,2346.0,399.0,1105.0,373.0,4.2708,182800.0,NEAR OCEAN --117.18,32.83,31.0,1772.0,353.0,1090.0,350.0,3.9265,162000.0,NEAR OCEAN --117.16,32.82,28.0,2291.0,371.0,1098.0,382.0,4.6875,188000.0,NEAR OCEAN --117.17,32.81,26.0,2424.0,388.0,974.0,375.0,4.739,184100.0,NEAR OCEAN --117.17,32.81,26.0,788.0,127.0,346.0,125.0,5.0603,185700.0,NEAR OCEAN --117.18,32.81,19.0,6823.0,1509.0,3784.0,1509.0,3.1032,179500.0,NEAR OCEAN --117.17,32.82,24.0,1569.0,377.0,715.0,321.0,3.1146,187500.0,NEAR OCEAN --117.16,32.81,14.0,4328.0,1100.0,2046.0,1044.0,2.2899,159000.0,NEAR OCEAN --117.16,32.81,35.0,1213.0,200.0,532.0,181.0,3.6806,172400.0,NEAR OCEAN --117.16,32.8,37.0,422.0,79.0,211.0,80.0,3.0625,159700.0,NEAR OCEAN --117.16,32.8,22.0,2259.0,634.0,1213.0,601.0,2.5,177800.0,NEAR OCEAN --117.16,32.81,34.0,2275.0,375.0,1021.0,379.0,3.6371,176300.0,NEAR OCEAN --117.17,32.81,33.0,3064.0,506.0,1355.0,488.0,4.22,178700.0,NEAR OCEAN --117.14,32.83,25.0,2161.0,462.0,896.0,468.0,2.2284,177500.0,NEAR OCEAN --117.18,32.82,25.0,1756.0,301.0,722.0,312.0,4.5625,162300.0,NEAR OCEAN --117.18,32.81,28.0,3436.0,537.0,1503.0,498.0,4.7679,204000.0,NEAR OCEAN --117.19,32.81,33.0,5226.0,833.0,2221.0,839.0,5.1491,207000.0,NEAR OCEAN --117.18,32.8,10.0,3821.0,631.0,1605.0,609.0,5.5454,217100.0,NEAR OCEAN --117.18,32.8,30.0,2456.0,390.0,1022.0,393.0,3.8542,198500.0,NEAR OCEAN --117.18,32.79,30.0,5201.0,1104.0,2961.0,1064.0,3.2661,140400.0,NEAR OCEAN --117.17,32.79,44.0,2262.0,647.0,3009.0,657.0,2.2663,123600.0,NEAR OCEAN --117.17,32.79,43.0,1269.0,297.0,946.0,285.0,2.1447,133300.0,NEAR OCEAN --117.16,32.8,25.0,1399.0,329.0,1308.0,355.0,2.5682,187500.0,NEAR OCEAN --117.17,32.8,20.0,2827.0,554.0,1822.0,536.0,3.4706,157600.0,NEAR OCEAN --117.15,32.8,27.0,1937.0,537.0,1211.0,482.0,2.75,87500.0,NEAR OCEAN --117.15,32.8,23.0,2395.0,476.0,2284.0,488.0,3.7292,146300.0,NEAR OCEAN --117.16,32.78,24.0,3566.0,765.0,1697.0,722.0,3.6375,178600.0,NEAR OCEAN --117.16,32.79,32.0,1731.0,413.0,1569.0,427.0,3.3375,154300.0,NEAR OCEAN --117.17,32.78,17.0,3845.0,1051.0,3102.0,944.0,2.3658,164100.0,NEAR OCEAN --117.16,32.78,34.0,2515.0,488.0,1594.0,515.0,3.7381,165000.0,NEAR OCEAN --117.17,32.78,42.0,1104.0,305.0,892.0,270.0,2.2768,145200.0,NEAR OCEAN --117.17,32.77,35.0,1399.0,274.0,695.0,281.0,3.767,166800.0,NEAR OCEAN --117.17,32.77,6.0,3856.0,875.0,1547.0,816.0,4.5481,164800.0,NEAR OCEAN --117.18,32.77,16.0,2374.0,780.0,913.0,705.0,2.7386,87500.0,NEAR OCEAN --117.18,32.76,8.0,3694.0,997.0,1297.0,807.0,3.6492,158900.0,NEAR OCEAN --117.18,32.76,17.0,711.0,254.0,327.0,227.0,2.6493,67500.0,NEAR OCEAN --117.18,32.78,21.0,4185.0,1018.0,3122.0,993.0,3.0481,210000.0,NEAR OCEAN --117.18,32.77,23.0,1215.0,225.0,592.0,224.0,3.4,200600.0,NEAR OCEAN --117.21,32.81,26.0,2496.0,407.0,1062.0,380.0,5.5413,302100.0,NEAR OCEAN --117.2,32.8,34.0,4854.0,912.0,2089.0,854.0,3.8542,200000.0,NEAR OCEAN --117.2,32.79,16.0,2079.0,394.0,746.0,383.0,5.0958,300000.0,NEAR OCEAN --117.2,32.8,33.0,2573.0,436.0,1084.0,443.0,4.2417,294100.0,NEAR OCEAN --117.21,32.8,34.0,1398.0,222.0,532.0,244.0,3.7102,289600.0,NEAR OCEAN --117.19,32.8,16.0,2593.0,794.0,1235.0,684.0,3.1304,166300.0,NEAR OCEAN --117.2,32.8,36.0,4018.0,1067.0,1620.0,842.0,2.3599,168400.0,NEAR OCEAN --117.19,32.79,36.0,1514.0,258.0,665.0,278.0,3.8571,235100.0,NEAR OCEAN --117.19,32.79,35.0,1788.0,378.0,777.0,374.0,3.3713,238400.0,NEAR OCEAN --117.2,32.79,31.0,3417.0,533.0,1245.0,532.0,4.7788,276000.0,NEAR OCEAN --117.2,32.79,29.0,1213.0,,654.0,246.0,4.5987,255600.0,NEAR OCEAN --117.2,32.79,34.0,757.0,212.0,409.0,222.0,3.2312,192200.0,NEAR OCEAN --117.19,32.78,34.0,4108.0,664.0,1659.0,644.0,4.4097,252000.0,NEAR OCEAN --117.2,32.78,38.0,2662.0,498.0,1132.0,496.0,4.0057,241600.0,NEAR OCEAN --117.19,32.77,30.0,2747.0,640.0,3185.0,657.0,3.765,238000.0,NEAR OCEAN --117.19,32.77,16.0,3273.0,670.0,1305.0,671.0,4.1368,151000.0,NEAR OCEAN --117.19,32.77,9.0,634.0,152.0,248.0,133.0,3.8571,143800.0,NEAR OCEAN --117.19,32.77,14.0,3575.0,992.0,1645.0,839.0,2.4397,140600.0,NEAR OCEAN --117.2,32.77,30.0,156.0,45.0,77.0,40.0,3.2679,137500.0,NEAR OCEAN --117.2,32.77,31.0,1952.0,471.0,936.0,462.0,2.8621,196900.0,NEAR OCEAN --117.15,32.81,34.0,1629.0,318.0,900.0,282.0,3.1458,178300.0,NEAR OCEAN --117.15,32.8,41.0,1413.0,261.0,1070.0,259.0,2.3578,166700.0,NEAR OCEAN --117.14,32.8,41.0,2423.0,469.0,1813.0,466.0,2.1157,156900.0,NEAR OCEAN --117.14,32.8,33.0,2670.0,435.0,1256.0,431.0,3.9417,179800.0,NEAR OCEAN --117.14,32.8,35.0,1267.0,212.0,710.0,204.0,2.5368,169600.0,NEAR OCEAN --117.14,32.79,35.0,3578.0,582.0,1568.0,553.0,4.7813,188600.0,NEAR OCEAN --117.15,32.78,25.0,1577.0,266.0,611.0,284.0,5.25,205100.0,NEAR OCEAN --117.14,32.79,31.0,984.0,161.0,422.0,158.0,5.282,183000.0,NEAR OCEAN --117.13,32.81,19.0,2157.0,554.0,1349.0,535.0,2.7652,177400.0,NEAR OCEAN --117.14,32.81,34.0,1748.0,294.0,800.0,294.0,4.4886,179100.0,NEAR OCEAN --117.13,32.8,15.0,1606.0,375.0,784.0,342.0,3.7237,108300.0,NEAR OCEAN --117.13,32.8,33.0,2731.0,456.0,1263.0,445.0,4.5568,175300.0,NEAR OCEAN --117.12,32.8,29.0,2863.0,534.0,1392.0,522.0,3.8719,174200.0,NEAR OCEAN --117.13,32.81,26.0,2119.0,444.0,1202.0,440.0,3.2308,166500.0,NEAR OCEAN --117.12,32.8,31.0,1727.0,342.0,879.0,345.0,3.8125,166300.0,NEAR OCEAN --117.13,32.8,35.0,2129.0,382.0,1044.0,350.0,3.9732,174900.0,NEAR OCEAN --117.13,32.79,35.0,1458.0,262.0,723.0,257.0,4.2098,174100.0,NEAR OCEAN --117.13,32.79,35.0,1362.0,243.0,698.0,255.0,3.6458,173800.0,NEAR OCEAN --117.12,32.78,4.0,2782.0,817.0,1309.0,787.0,4.2621,124200.0,NEAR OCEAN --117.15,32.77,16.0,2056.0,631.0,847.0,569.0,2.9576,92200.0,NEAR OCEAN --117.09,32.81,7.0,6100.0,1185.0,2710.0,1040.0,5.5673,288200.0,NEAR OCEAN --117.11,32.82,16.0,3980.0,682.0,3174.0,647.0,2.6607,175000.0,NEAR OCEAN --117.11,32.82,17.0,1787.0,330.0,1341.0,314.0,2.875,112500.0,NEAR OCEAN --117.11,32.81,15.0,3428.0,491.0,2303.0,486.0,2.5953,67500.0,NEAR OCEAN --117.11,32.8,17.0,3890.0,586.0,2791.0,595.0,3.2197,67500.0,NEAR OCEAN --117.09,32.8,15.0,666.0,152.0,247.0,164.0,2.15,131300.0,NEAR OCEAN --117.11,32.84,16.0,4608.0,629.0,2020.0,636.0,6.04,243000.0,<1H OCEAN --117.11,32.82,16.0,4241.0,892.0,1771.0,864.0,4.375,166500.0,NEAR OCEAN --117.1,32.83,16.0,1049.0,154.0,467.0,160.0,6.2047,248100.0,<1H OCEAN --117.1,32.83,16.0,4214.0,744.0,1820.0,699.0,4.3783,179500.0,<1H OCEAN --117.09,32.83,15.0,4138.0,636.0,2001.0,677.0,4.8419,264000.0,<1H OCEAN --117.08,32.82,16.0,1787.0,236.0,770.0,228.0,7.1298,278600.0,<1H OCEAN --117.08,32.82,10.0,5177.0,856.0,2190.0,816.0,5.9734,271700.0,<1H OCEAN --117.08,32.83,7.0,13703.0,2352.0,4446.0,1856.0,6.4335,260600.0,<1H OCEAN --117.04,32.83,8.0,2205.0,348.0,777.0,341.0,6.0266,177400.0,<1H OCEAN --117.07,32.91,5.0,2234.0,256.0,894.0,253.0,10.3354,477600.0,<1H OCEAN --117.04,32.9,6.0,6525.0,826.0,3146.0,806.0,9.2858,436100.0,<1H OCEAN --117.08,32.8,25.0,2963.0,552.0,1162.0,556.0,3.625,184500.0,NEAR OCEAN --117.09,32.79,20.0,2183.0,534.0,999.0,496.0,2.8631,169700.0,NEAR OCEAN --117.09,32.8,36.0,2163.0,367.0,915.0,360.0,4.7188,174100.0,NEAR OCEAN --117.08,32.8,32.0,1587.0,268.0,635.0,249.0,3.375,178100.0,NEAR OCEAN --117.11,32.79,16.0,2574.0,771.0,1129.0,721.0,3.3849,96900.0,NEAR OCEAN --117.11,32.79,16.0,1791.0,518.0,1006.0,491.0,3.5179,129300.0,NEAR OCEAN --117.11,32.78,16.0,2470.0,830.0,1170.0,724.0,3.5562,73500.0,NEAR OCEAN --117.11,32.78,16.0,2220.0,512.0,930.0,527.0,3.6528,133200.0,NEAR OCEAN --117.09,32.79,36.0,1529.0,266.0,683.0,260.0,4.0982,171200.0,NEAR OCEAN --117.09,32.79,36.0,1936.0,345.0,861.0,343.0,3.8333,170000.0,NEAR OCEAN --117.09,32.79,31.0,2019.0,417.0,872.0,386.0,3.1964,177700.0,NEAR OCEAN --117.09,32.78,28.0,1708.0,393.0,816.0,393.0,2.9881,165300.0,NEAR OCEAN --117.07,32.8,31.0,2550.0,395.0,1017.0,405.0,5.1488,181000.0,<1H OCEAN --117.07,32.8,36.0,2028.0,349.0,820.0,352.0,3.9828,168900.0,<1H OCEAN --117.07,32.79,36.0,3583.0,642.0,1711.0,602.0,3.9745,170800.0,NEAR OCEAN --117.07,32.8,23.0,2698.0,410.0,1094.0,411.0,5.1782,195100.0,<1H OCEAN --117.07,32.81,15.0,2000.0,402.0,778.0,369.0,4.3594,224200.0,<1H OCEAN --117.06,32.81,17.0,3939.0,550.0,1694.0,553.0,6.7927,234700.0,<1H OCEAN --117.05,32.81,17.0,1885.0,292.0,771.0,301.0,5.6402,228600.0,<1H OCEAN --117.05,32.8,17.0,1475.0,308.0,549.0,293.0,3.7167,180400.0,<1H OCEAN --117.06,32.8,17.0,2247.0,340.0,973.0,318.0,5.5,222000.0,<1H OCEAN --117.07,32.79,25.0,2489.0,314.0,911.0,309.0,7.8336,277600.0,NEAR OCEAN --117.07,32.78,26.0,3725.0,623.0,1516.0,627.0,4.7143,268300.0,NEAR OCEAN --117.08,32.78,21.0,2919.0,496.0,984.0,443.0,4.625,222800.0,NEAR OCEAN --117.04,32.79,23.0,2491.0,350.0,863.0,348.0,6.7196,306800.0,<1H OCEAN --117.04,32.8,25.0,2504.0,345.0,1067.0,350.0,5.7416,243400.0,<1H OCEAN --117.05,32.8,16.0,1561.0,378.0,574.0,350.0,3.0035,94600.0,<1H OCEAN --117.05,32.8,25.0,1905.0,250.0,865.0,253.0,6.4797,249000.0,<1H OCEAN --117.05,32.8,23.0,3309.0,401.0,1116.0,386.0,7.916,330600.0,<1H OCEAN --117.06,32.79,17.0,2524.0,332.0,771.0,317.0,8.7604,331800.0,<1H OCEAN --117.06,32.79,21.0,3787.0,492.0,1246.0,457.0,9.6023,391300.0,<1H OCEAN --117.06,32.78,31.0,2485.0,436.0,942.0,448.0,4.8,220800.0,NEAR OCEAN --117.02,32.8,27.0,2369.0,370.0,927.0,374.0,4.1162,177200.0,<1H OCEAN --117.03,32.79,26.0,3859.0,513.0,1469.0,538.0,5.8683,220500.0,<1H OCEAN --117.03,32.8,19.0,3866.0,775.0,1554.0,703.0,4.3281,220000.0,<1H OCEAN --117.04,32.8,11.0,1802.0,440.0,630.0,428.0,2.0337,146700.0,<1H OCEAN --117.01,32.8,17.0,1042.0,210.0,650.0,215.0,3.1,84200.0,<1H OCEAN --117.01,32.8,17.0,1558.0,479.0,803.0,431.0,2.6934,160200.0,<1H OCEAN --117.01,32.8,20.0,2705.0,545.0,1198.0,497.0,3.7159,168900.0,<1H OCEAN --117.01,32.79,33.0,4015.0,663.0,1864.0,664.0,4.3152,159300.0,<1H OCEAN --117.02,32.8,29.0,1232.0,243.0,665.0,247.0,3.65,168900.0,<1H OCEAN --117.02,32.8,31.0,2692.0,445.0,1129.0,450.0,4.4583,170000.0,<1H OCEAN --117.01,32.81,26.0,4499.0,645.0,1866.0,626.0,5.516,185100.0,<1H OCEAN --117.02,32.81,27.0,1950.0,317.0,950.0,320.0,4.0656,164000.0,<1H OCEAN --117.02,32.81,26.0,1998.0,301.0,874.0,305.0,5.4544,180900.0,<1H OCEAN --117.01,32.81,21.0,4203.0,618.0,1620.0,600.0,5.3441,193500.0,<1H OCEAN --117.02,32.81,14.0,3173.0,599.0,1451.0,585.0,3.7292,182200.0,<1H OCEAN --117.03,32.82,16.0,1765.0,289.0,743.0,280.0,4.9744,209700.0,<1H OCEAN --117.04,32.81,12.0,2880.0,406.0,1381.0,418.0,6.5412,254200.0,<1H OCEAN --117.05,32.82,16.0,4046.0,731.0,1684.0,701.0,4.2312,197000.0,<1H OCEAN --117.05,32.59,26.0,1919.0,345.0,1326.0,341.0,4.2679,131900.0,NEAR OCEAN --117.06,32.59,13.0,3920.0,775.0,2814.0,760.0,4.0616,148800.0,NEAR OCEAN --117.05,32.58,22.0,2101.0,399.0,1551.0,371.0,4.1518,136900.0,NEAR OCEAN --117.06,32.58,17.0,2724.0,567.0,2213.0,554.0,3.8529,147700.0,NEAR OCEAN --117.06,32.58,13.0,3435.0,708.0,1761.0,699.0,3.4792,107600.0,NEAR OCEAN --117.06,32.58,11.0,2879.0,679.0,2098.0,673.0,3.5125,142400.0,NEAR OCEAN --117.06,32.57,16.0,1269.0,282.0,1609.0,298.0,2.6985,156500.0,NEAR OCEAN --117.04,32.58,14.0,2355.0,406.0,1883.0,401.0,5.0311,152100.0,NEAR OCEAN --117.04,32.58,20.0,2029.0,357.0,1497.0,353.0,4.0089,132100.0,NEAR OCEAN --117.05,32.58,23.0,1918.0,339.0,1392.0,340.0,4.087,134800.0,NEAR OCEAN --117.05,32.58,25.0,2185.0,370.0,1558.0,369.0,5.3072,132700.0,NEAR OCEAN --117.05,32.57,22.0,2857.0,516.0,2412.0,496.0,4.7337,127600.0,NEAR OCEAN --117.06,32.57,25.0,1268.0,282.0,991.0,299.0,3.0284,123600.0,NEAR OCEAN --117.06,32.57,17.0,2252.0,378.0,1776.0,365.0,4.6364,141100.0,NEAR OCEAN --117.05,32.57,13.0,2880.0,576.0,2450.0,567.0,3.1696,138000.0,NEAR OCEAN --117.05,32.56,18.0,1215.0,320.0,1195.0,349.0,1.9875,114900.0,NEAR OCEAN --117.05,32.56,17.0,985.0,233.0,811.0,223.0,2.875,134500.0,NEAR OCEAN --117.06,32.57,18.0,1384.0,311.0,1429.0,287.0,1.3362,95000.0,NEAR OCEAN --116.97,32.56,23.0,1262.0,294.0,5176.0,275.0,2.5625,153300.0,NEAR OCEAN --117.04,32.55,15.0,2206.0,648.0,2511.0,648.0,1.6348,93200.0,NEAR OCEAN --117.05,32.56,22.0,2172.0,563.0,2049.0,524.0,2.0159,139300.0,NEAR OCEAN --117.06,32.56,17.0,2803.0,683.0,2768.0,676.0,1.7958,140400.0,NEAR OCEAN --117.06,32.56,5.0,2706.0,925.0,3148.0,855.0,1.7301,125000.0,NEAR OCEAN --117.06,32.55,5.0,3223.0,940.0,3284.0,854.0,1.4384,108800.0,NEAR OCEAN --117.04,32.54,7.0,938.0,297.0,1187.0,282.0,1.2667,67500.0,NEAR OCEAN --117.1,32.59,21.0,2350.0,667.0,1621.0,613.0,2.0734,87500.0,NEAR OCEAN --117.1,32.58,23.0,1662.0,377.0,1318.0,386.0,2.3,120800.0,NEAR OCEAN --117.1,32.58,17.0,2046.0,559.0,1585.0,530.0,2.25,132800.0,NEAR OCEAN --117.1,32.58,33.0,393.0,76.0,330.0,80.0,4.1029,122700.0,NEAR OCEAN --117.1,32.58,29.0,1061.0,202.0,759.0,206.0,4.8646,136800.0,NEAR OCEAN --117.1,32.57,26.0,2343.0,371.0,1221.0,372.0,4.3601,144900.0,NEAR OCEAN --117.1,32.56,16.0,2687.0,501.0,1502.0,480.0,3.75,146800.0,NEAR OCEAN --117.07,32.57,17.0,2961.0,634.0,1911.0,615.0,2.5859,131400.0,NEAR OCEAN --117.08,32.57,18.0,2203.0,544.0,1943.0,497.0,2.25,103200.0,NEAR OCEAN --117.07,32.57,14.0,1527.0,357.0,1224.0,363.0,2.7361,93600.0,NEAR OCEAN --117.07,32.56,9.0,3648.0,895.0,3293.0,840.0,3.0992,142600.0,NEAR OCEAN --117.08,32.59,8.0,2888.0,662.0,2441.0,683.0,2.7048,153000.0,NEAR OCEAN --117.08,32.58,15.0,1462.0,274.0,1002.0,271.0,3.9698,142700.0,NEAR OCEAN --117.08,32.58,22.0,2128.0,477.0,1420.0,450.0,3.2687,131000.0,NEAR OCEAN --117.07,32.58,25.0,1607.0,280.0,899.0,260.0,3.8194,134400.0,NEAR OCEAN --117.09,32.58,12.0,2565.0,567.0,1785.0,545.0,3.0273,135300.0,NEAR OCEAN --117.08,32.57,9.0,6298.0,1512.0,4451.0,1456.0,2.569,88300.0,NEAR OCEAN --117.09,32.57,23.0,1817.0,323.0,1371.0,327.0,3.6736,139500.0,NEAR OCEAN --117.09,32.57,10.0,2198.0,368.0,1645.0,350.0,4.5547,160700.0,NEAR OCEAN --117.09,32.57,17.0,444.0,83.0,357.0,87.0,5.1478,138900.0,NEAR OCEAN --117.09,32.56,8.0,864.0,156.0,626.0,172.0,4.8984,151500.0,NEAR OCEAN --117.09,32.55,8.0,6533.0,1217.0,4797.0,1177.0,3.9583,144400.0,NEAR OCEAN --117.12,32.58,34.0,2003.0,466.0,1226.0,443.0,3.0613,136700.0,NEAR OCEAN --117.12,32.57,21.0,1738.0,295.0,983.0,298.0,4.8274,174100.0,NEAR OCEAN --117.13,32.58,27.0,2511.0,615.0,1427.0,576.0,3.1645,156000.0,NEAR OCEAN --117.13,32.58,32.0,1870.0,437.0,1142.0,426.0,2.3194,159400.0,NEAR OCEAN --117.13,32.58,27.0,1417.0,373.0,814.0,348.0,2.3603,195300.0,NEAR OCEAN --117.12,32.56,20.0,2524.0,682.0,1819.0,560.0,2.9286,257700.0,NEAR OCEAN --117.11,32.58,28.0,1869.0,407.0,1074.0,344.0,2.5988,135600.0,NEAR OCEAN --117.11,32.57,32.0,2723.0,586.0,1702.0,562.0,3.3371,140500.0,NEAR OCEAN --117.12,32.57,35.0,1450.0,256.0,930.0,286.0,2.6715,133300.0,NEAR OCEAN --117.12,32.58,26.0,1360.0,309.0,869.0,328.0,3.0217,131600.0,NEAR OCEAN --117.11,32.58,21.0,2894.0,685.0,2109.0,712.0,2.2755,125000.0,NEAR OCEAN --117.1,32.58,27.0,2616.0,591.0,1889.0,577.0,2.3824,127600.0,NEAR OCEAN --117.1,32.57,14.0,5058.0,1299.0,3662.0,1193.0,2.3253,133700.0,NEAR OCEAN --117.11,32.59,17.0,2020.0,534.0,1529.0,500.0,2.1773,143200.0,NEAR OCEAN --117.11,32.58,12.0,1086.0,294.0,870.0,290.0,2.4213,132500.0,NEAR OCEAN --117.11,32.59,18.0,2329.0,580.0,1538.0,567.0,2.1179,153100.0,NEAR OCEAN --117.12,32.59,28.0,2793.0,706.0,1825.0,676.0,2.6724,144500.0,NEAR OCEAN --117.16,32.58,36.0,1940.0,399.0,1076.0,382.0,3.3906,147800.0,NEAR OCEAN --117.13,32.63,10.0,7374.0,1157.0,1900.0,794.0,8.7991,478500.0,NEAR OCEAN --117.17,32.63,26.0,1617.0,279.0,2745.0,250.0,3.5357,67500.0,NEAR OCEAN --117.17,32.68,16.0,5895.0,1424.0,873.0,522.0,7.3669,187500.0,NEAR OCEAN --117.18,32.68,29.0,1539.0,344.0,556.0,289.0,3.25,500001.0,NEAR OCEAN --117.18,32.69,52.0,1837.0,313.0,668.0,300.0,5.1009,500001.0,NEAR OCEAN --117.18,32.69,37.0,3112.0,716.0,1304.0,674.0,3.2121,320800.0,NEAR OCEAN --117.18,32.69,44.0,2819.0,514.0,1258.0,503.0,4.4777,452800.0,NEAR OCEAN --117.17,32.69,40.0,2236.0,331.0,767.0,316.0,5.3177,500001.0,NEAR OCEAN --117.18,32.69,48.0,2764.0,491.0,978.0,449.0,5.1249,432400.0,NEAR OCEAN --117.17,32.69,19.0,2802.0,802.0,1159.0,597.0,4.7891,334600.0,NEAR OCEAN --117.17,32.69,45.0,3168.0,598.0,1341.0,562.0,4.5189,422200.0,NEAR OCEAN --117.17,32.7,33.0,4084.0,897.0,1804.0,833.0,4.0488,409700.0,NEAR OCEAN --117.18,32.7,44.0,2655.0,514.0,1102.0,489.0,3.6759,368800.0,NEAR OCEAN --117.18,32.7,42.0,1691.0,286.0,761.0,281.0,5.1386,404500.0,NEAR OCEAN --117.19,32.69,35.0,2921.0,438.0,1042.0,415.0,6.3612,482700.0,NEAR OCEAN --117.11,32.68,36.0,26.0,14.0,58.0,23.0,1.9107,125000.0,NEAR OCEAN --117.11,32.67,43.0,515.0,146.0,445.0,140.0,1.6094,93000.0,NEAR OCEAN --117.11,32.67,46.0,928.0,236.0,790.0,235.0,1.6806,92500.0,NEAR OCEAN --117.11,32.67,52.0,204.0,74.0,248.0,57.0,1.7961,47500.0,NEAR OCEAN --117.12,32.66,52.0,16.0,4.0,8.0,3.0,1.125,60000.0,NEAR OCEAN --117.11,32.67,52.0,280.0,71.0,217.0,71.0,1.4844,83300.0,NEAR OCEAN --117.11,32.66,52.0,25.0,5.0,14.0,9.0,1.625,118800.0,NEAR OCEAN --117.09,32.67,37.0,1157.0,332.0,983.0,306.0,2.0972,117000.0,NEAR OCEAN --117.09,32.66,38.0,833.0,206.0,570.0,182.0,1.8333,127100.0,NEAR OCEAN --117.09,32.66,37.0,1232.0,330.0,1086.0,330.0,1.6389,114300.0,NEAR OCEAN --117.1,32.66,27.0,1782.0,560.0,1785.0,560.0,2.1542,106300.0,NEAR OCEAN --117.1,32.67,26.0,2629.0,763.0,2721.0,767.0,2.0982,109100.0,NEAR OCEAN --117.1,32.67,22.0,1690.0,541.0,1669.0,494.0,2.0213,110600.0,NEAR OCEAN --117.09,32.68,30.0,2662.0,653.0,1997.0,605.0,2.8089,120600.0,NEAR OCEAN --117.09,32.67,31.0,2051.0,549.0,1581.0,538.0,2.052,108900.0,NEAR OCEAN --117.1,32.67,15.0,1635.0,553.0,1347.0,597.0,1.2745,92900.0,NEAR OCEAN --117.1,32.68,20.0,1012.0,269.0,837.0,240.0,2.0488,88900.0,NEAR OCEAN --117.1,32.69,29.0,4174.0,1195.0,3675.0,1124.0,1.8112,103600.0,NEAR OCEAN --117.1,32.68,42.0,2013.0,568.0,1920.0,557.0,2.0724,107600.0,NEAR OCEAN --117.1,32.68,47.0,771.0,224.0,637.0,212.0,2.0156,90300.0,NEAR OCEAN --117.1,32.68,49.0,1412.0,350.0,1200.0,332.0,2.0398,93600.0,NEAR OCEAN --117.1,32.68,47.0,1044.0,274.0,1003.0,280.0,1.7802,97800.0,NEAR OCEAN --117.1,32.68,45.0,1183.0,289.0,900.0,266.0,2.4943,99600.0,NEAR OCEAN --117.07,32.69,29.0,1429.0,293.0,1091.0,317.0,3.4609,118000.0,NEAR OCEAN --117.08,32.69,31.0,2558.0,487.0,1938.0,492.0,3.4875,117000.0,NEAR OCEAN --117.08,32.69,36.0,1571.0,284.0,1001.0,268.0,3.6875,111400.0,NEAR OCEAN --117.09,32.69,34.0,1469.0,267.0,1031.0,267.0,3.4583,112700.0,NEAR OCEAN --117.09,32.68,29.0,1792.0,449.0,1650.0,396.0,2.2201,100000.0,NEAR OCEAN --117.07,32.69,28.0,1485.0,275.0,820.0,283.0,4.069,153300.0,NEAR OCEAN --117.08,32.68,26.0,3071.0,615.0,2156.0,568.0,2.9318,112400.0,NEAR OCEAN --117.08,32.68,19.0,3635.0,1078.0,3127.0,1098.0,1.324,122600.0,NEAR OCEAN --117.09,32.68,20.0,2569.0,737.0,2341.0,705.0,2.0114,104900.0,NEAR OCEAN --117.07,32.67,28.0,2758.0,623.0,2179.0,631.0,2.3814,112300.0,NEAR OCEAN --117.08,32.67,31.0,3008.0,764.0,2088.0,757.0,2.5662,118200.0,NEAR OCEAN --117.09,32.66,46.0,844.0,147.0,423.0,161.0,3.375,136300.0,NEAR OCEAN --117.08,32.66,43.0,1004.0,236.0,839.0,235.0,2.81,103400.0,NEAR OCEAN --117.07,32.67,35.0,3200.0,725.0,1723.0,610.0,1.8977,95600.0,NEAR OCEAN --117.07,32.65,12.0,4131.0,891.0,2272.0,840.0,3.4701,204900.0,NEAR OCEAN --117.07,32.64,32.0,5135.0,1025.0,2152.0,944.0,4.1325,172800.0,NEAR OCEAN --117.08,32.64,43.0,1005.0,230.0,548.0,252.0,1.8672,145800.0,NEAR OCEAN --117.08,32.65,17.0,2633.0,712.0,1487.0,694.0,2.5392,147000.0,NEAR OCEAN --117.08,32.64,38.0,917.0,256.0,494.0,233.0,1.9241,150000.0,NEAR OCEAN --117.08,32.64,11.0,1651.0,533.0,947.0,515.0,1.6806,141700.0,NEAR OCEAN --117.09,32.65,20.0,1445.0,323.0,573.0,334.0,2.619,145800.0,NEAR OCEAN --117.09,32.65,25.0,3509.0,985.0,2359.0,899.0,2.6296,150000.0,NEAR OCEAN --117.08,32.65,28.0,2296.0,603.0,1277.0,550.0,2.3562,123800.0,NEAR OCEAN --117.09,32.64,38.0,2095.0,536.0,1240.0,550.0,2.7218,145900.0,NEAR OCEAN --117.09,32.64,30.0,3171.0,862.0,2126.0,800.0,2.507,142700.0,NEAR OCEAN --117.1,32.64,29.0,1578.0,460.0,1236.0,461.0,2.5658,134700.0,NEAR OCEAN --117.09,32.64,20.0,1999.0,651.0,1302.0,592.0,1.6321,57500.0,NEAR OCEAN --117.09,32.64,19.0,2571.0,791.0,1205.0,783.0,1.62,131300.0,NEAR OCEAN --117.09,32.63,27.0,2920.0,770.0,1935.0,746.0,2.4148,67500.0,NEAR OCEAN --117.11,32.64,23.0,1619.0,447.0,1025.0,415.0,1.858,67500.0,NEAR OCEAN --117.11,32.62,27.0,1846.0,509.0,1078.0,482.0,2.1719,131500.0,NEAR OCEAN --117.09,32.62,37.0,1538.0,298.0,867.0,285.0,3.0729,128700.0,NEAR OCEAN --117.09,32.62,37.0,1925.0,428.0,1344.0,426.0,2.4866,129700.0,NEAR OCEAN --117.09,32.62,34.0,1576.0,364.0,1153.0,381.0,2.1955,129700.0,NEAR OCEAN --117.08,32.63,33.0,2891.0,793.0,1607.0,754.0,2.1281,139800.0,NEAR OCEAN --117.09,32.64,24.0,3613.0,973.0,2002.0,931.0,1.947,147500.0,NEAR OCEAN --117.09,32.63,33.0,620.0,161.0,420.0,164.0,1.8417,150000.0,NEAR OCEAN --117.07,32.64,38.0,1486.0,269.0,745.0,295.0,4.6477,150400.0,NEAR OCEAN --117.07,32.63,37.0,2303.0,379.0,1026.0,357.0,3.455,156900.0,NEAR OCEAN --117.07,32.64,30.0,2873.0,774.0,1593.0,731.0,2.24,129500.0,NEAR OCEAN --117.06,32.63,37.0,1326.0,234.0,612.0,240.0,4.125,160200.0,NEAR OCEAN --117.06,32.62,36.0,786.0,125.0,408.0,138.0,3.9167,189700.0,NEAR OCEAN --117.07,32.63,40.0,1706.0,322.0,796.0,303.0,3.5583,154900.0,NEAR OCEAN --117.07,32.63,37.0,2372.0,444.0,1056.0,419.0,3.7583,145500.0,NEAR OCEAN --117.08,32.63,30.0,2504.0,559.0,1827.0,490.0,2.6146,159400.0,NEAR OCEAN --117.08,32.63,28.0,2080.0,427.0,1266.0,434.0,2.2788,146300.0,NEAR OCEAN --117.08,32.62,28.0,2468.0,506.0,1353.0,522.0,3.0771,158600.0,NEAR OCEAN --117.08,32.62,36.0,1674.0,309.0,818.0,307.0,3.4773,150400.0,NEAR OCEAN --117.09,32.61,23.0,1157.0,309.0,640.0,313.0,2.1548,118800.0,NEAR OCEAN --117.09,32.61,21.0,1945.0,430.0,1335.0,419.0,3.6467,113000.0,NEAR OCEAN --117.08,32.62,16.0,5192.0,1381.0,3261.0,1321.0,2.2685,151900.0,NEAR OCEAN --117.08,32.61,27.0,2264.0,525.0,1485.0,468.0,3.3514,149100.0,NEAR OCEAN --117.07,32.62,19.0,5016.0,1173.0,2750.0,1081.0,2.7838,155900.0,NEAR OCEAN --117.06,32.61,34.0,4325.0,1015.0,2609.0,979.0,2.8489,128300.0,NEAR OCEAN --117.07,32.61,22.0,5016.0,1331.0,3222.0,1196.0,2.1441,135500.0,NEAR OCEAN --117.07,32.6,18.0,2602.0,551.0,1042.0,550.0,1.9267,67500.0,NEAR OCEAN --117.07,32.59,21.0,1779.0,466.0,1327.0,488.0,1.6007,96200.0,NEAR OCEAN --117.08,32.59,30.0,144.0,52.0,220.0,48.0,2.3929,134400.0,NEAR OCEAN --117.08,32.6,24.0,1901.0,490.0,1334.0,476.0,2.2544,121900.0,NEAR OCEAN --117.07,32.61,10.0,1686.0,414.0,1000.0,391.0,2.1765,128400.0,NEAR OCEAN --117.06,32.61,24.0,4369.0,1353.0,3123.0,1247.0,2.0571,152300.0,NEAR OCEAN --117.06,32.61,23.0,1630.0,362.0,1267.0,418.0,2.5625,131100.0,NEAR OCEAN --117.07,32.6,13.0,1607.0,435.0,983.0,400.0,2.2903,106300.0,NEAR OCEAN --117.06,32.6,25.0,1075.0,238.0,434.0,234.0,1.7472,94600.0,NEAR OCEAN --117.06,32.6,24.0,1088.0,268.0,1095.0,246.0,2.4191,107300.0,NEAR OCEAN --117.06,32.6,33.0,905.0,205.0,989.0,222.0,2.7014,108200.0,NEAR OCEAN --117.05,32.63,31.0,4911.0,861.0,2334.0,843.0,4.1958,160100.0,NEAR OCEAN --117.05,32.62,34.0,3928.0,686.0,2315.0,681.0,4.2851,144500.0,NEAR OCEAN --117.04,32.62,26.0,3620.0,607.0,2000.0,593.0,4.9962,156000.0,NEAR OCEAN --117.05,32.61,31.0,4033.0,715.0,2585.0,715.0,3.5096,139900.0,NEAR OCEAN --117.05,32.61,21.0,6034.0,1205.0,3795.0,1146.0,3.2633,129700.0,NEAR OCEAN --117.05,32.61,26.0,1563.0,286.0,1145.0,313.0,3.8615,139300.0,NEAR OCEAN --117.04,32.6,20.0,8052.0,1461.0,5094.0,1430.0,4.2241,139800.0,NEAR OCEAN --117.04,32.6,18.0,4747.0,846.0,3002.0,872.0,3.9076,152900.0,NEAR OCEAN --117.05,32.59,16.0,4683.0,929.0,3073.0,865.0,3.0495,98300.0,NEAR OCEAN --117.04,32.63,26.0,2074.0,356.0,1228.0,335.0,4.1154,160200.0,NEAR OCEAN --117.04,32.62,27.0,1710.0,282.0,1089.0,297.0,4.6793,151900.0,NEAR OCEAN --117.03,32.61,23.0,1553.0,216.0,778.0,229.0,5.1538,171300.0,NEAR OCEAN --117.03,32.61,22.0,1028.0,148.0,523.0,152.0,6.0086,166900.0,NEAR OCEAN --117.03,32.6,26.0,1335.0,224.0,742.0,215.0,5.152,143400.0,NEAR OCEAN --117.02,32.59,19.0,1902.0,335.0,1102.0,313.0,3.0365,98100.0,NEAR OCEAN --116.98,32.62,6.0,7995.0,1458.0,4771.0,1376.0,4.7068,184300.0,NEAR OCEAN --117.06,32.64,30.0,4494.0,667.0,1883.0,680.0,5.766,186100.0,NEAR OCEAN --117.06,32.63,29.0,4168.0,742.0,2096.0,713.0,4.2204,169800.0,NEAR OCEAN --116.98,32.68,22.0,2346.0,380.0,1217.0,382.0,5.5248,156300.0,NEAR OCEAN --117.01,32.67,17.0,2319.0,348.0,1125.0,337.0,5.551,266900.0,NEAR OCEAN --117.0,32.67,16.0,2238.0,307.0,1002.0,303.0,6.6143,264100.0,NEAR OCEAN --117.02,32.67,20.0,1505.0,184.0,635.0,182.0,6.5772,245200.0,NEAR OCEAN --117.01,32.66,11.0,9992.0,1368.0,4495.0,1316.0,6.9664,293900.0,NEAR OCEAN --117.02,32.66,19.0,771.0,,376.0,108.0,6.6272,273600.0,NEAR OCEAN --116.97,32.65,4.0,16450.0,2833.0,7985.0,2683.0,5.6631,233400.0,NEAR OCEAN --116.99,32.64,15.0,4331.0,699.0,2046.0,627.0,3.9519,193500.0,NEAR OCEAN --117.04,32.65,8.0,8806.0,1401.0,3159.0,1059.0,4.2155,247800.0,NEAR OCEAN --117.03,32.65,14.0,1111.0,142.0,472.0,145.0,7.6344,290500.0,NEAR OCEAN --117.0,32.64,11.0,3098.0,490.0,1391.0,484.0,4.9792,170400.0,NEAR OCEAN --117.01,32.63,7.0,6483.0,976.0,3269.0,1005.0,5.7358,221600.0,NEAR OCEAN --117.04,32.64,5.0,2329.0,542.0,1213.0,514.0,4.0298,225600.0,NEAR OCEAN --117.02,32.64,5.0,260.0,41.0,157.0,42.0,6.5151,281700.0,NEAR OCEAN --117.03,32.63,13.0,2087.0,313.0,1165.0,330.0,5.7789,227700.0,NEAR OCEAN --117.03,32.63,14.0,2796.0,476.0,1466.0,464.0,5.2489,213700.0,NEAR OCEAN --117.04,32.63,26.0,2756.0,422.0,1166.0,398.0,5.1354,181600.0,NEAR OCEAN --116.99,32.74,17.0,3101.0,547.0,1410.0,486.0,3.1771,189900.0,<1H OCEAN --116.98,32.74,17.0,3943.0,843.0,1995.0,766.0,2.6944,158300.0,<1H OCEAN --116.98,32.74,24.0,977.0,147.0,454.0,169.0,4.9286,173700.0,<1H OCEAN --116.98,32.74,16.0,3361.0,537.0,1754.0,578.0,5.1098,162300.0,<1H OCEAN --116.98,32.72,15.0,4209.0,680.0,1914.0,641.0,4.5135,158300.0,<1H OCEAN --116.98,32.73,16.0,952.0,143.0,530.0,143.0,5.0864,175300.0,<1H OCEAN --116.98,32.72,4.0,1078.0,158.0,571.0,184.0,4.6667,223300.0,<1H OCEAN --116.97,32.74,14.0,7410.0,1344.0,3597.0,1274.0,4.2192,176100.0,<1H OCEAN --116.95,32.74,7.0,2722.0,578.0,1429.0,574.0,3.9583,141700.0,<1H OCEAN --116.96,32.71,18.0,2413.0,533.0,1129.0,551.0,2.4567,155000.0,<1H OCEAN --116.95,32.73,17.0,1635.0,272.0,960.0,279.0,5.2671,157100.0,<1H OCEAN --116.97,32.76,26.0,2460.0,313.0,838.0,299.0,5.9878,270700.0,<1H OCEAN --116.98,32.75,25.0,4137.0,662.0,1905.0,630.0,4.375,214000.0,<1H OCEAN --116.97,32.75,28.0,3519.0,583.0,1720.0,590.0,4.7973,186900.0,<1H OCEAN --116.98,32.75,18.0,1519.0,369.0,802.0,347.0,2.9886,170800.0,<1H OCEAN --116.97,32.76,33.0,3071.0,466.0,1348.0,513.0,6.1768,228900.0,<1H OCEAN --116.95,32.76,13.0,5543.0,857.0,2074.0,737.0,4.9528,266200.0,<1H OCEAN --116.94,32.75,4.0,14934.0,2479.0,6945.0,2418.0,5.1221,229700.0,<1H OCEAN --116.92,32.76,9.0,1859.0,307.0,947.0,304.0,5.9202,181300.0,<1H OCEAN --116.92,32.76,7.0,1659.0,237.0,862.0,242.0,5.2741,249400.0,<1H OCEAN --116.91,32.75,5.0,8710.0,1614.0,4372.0,1527.0,4.7813,240900.0,<1H OCEAN --117.0,32.76,31.0,1989.0,280.0,805.0,301.0,6.5645,189100.0,<1H OCEAN --116.99,32.76,21.0,3833.0,595.0,1645.0,589.0,4.625,273500.0,<1H OCEAN --116.99,32.74,18.0,3341.0,611.0,1952.0,602.0,3.9844,215300.0,<1H OCEAN --117.0,32.74,17.0,2357.0,599.0,1423.0,510.0,1.8856,118800.0,<1H OCEAN --116.99,32.73,30.0,1856.0,339.0,1103.0,379.0,4.0357,153800.0,<1H OCEAN --117.01,32.75,26.0,4038.0,706.0,2065.0,687.0,3.9545,178100.0,<1H OCEAN --117.01,32.75,34.0,2105.0,340.0,973.0,357.0,4.3088,152500.0,<1H OCEAN --117.01,32.74,31.0,3473.0,,2098.0,677.0,2.6973,135200.0,<1H OCEAN --117.01,32.73,22.0,2526.0,530.0,1556.0,529.0,2.8646,120800.0,NEAR OCEAN --117.0,32.73,17.0,6050.0,1143.0,3424.0,1131.0,3.7647,127600.0,<1H OCEAN --117.0,32.72,10.0,3817.0,943.0,2352.0,875.0,2.1362,143200.0,NEAR OCEAN --117.01,32.72,12.0,2914.0,734.0,2104.0,703.0,2.3068,132300.0,NEAR OCEAN --116.99,32.7,15.0,3660.0,622.0,2629.0,612.0,4.0444,150100.0,NEAR OCEAN --117.0,32.7,23.0,2785.0,468.0,1456.0,449.0,4.3714,131000.0,NEAR OCEAN --116.98,32.71,18.0,2355.0,444.0,1277.0,433.0,3.4551,121400.0,<1H OCEAN --116.99,32.71,21.0,3049.0,582.0,2355.0,585.0,3.8904,113800.0,NEAR OCEAN --117.0,32.71,22.0,2263.0,441.0,1395.0,416.0,3.725,123500.0,NEAR OCEAN --117.01,32.71,20.0,3506.0,692.0,1977.0,668.0,2.981,129100.0,NEAR OCEAN --116.99,32.72,15.0,825.0,130.0,334.0,131.0,4.0391,169500.0,<1H OCEAN --116.99,32.72,14.0,1771.0,301.0,1046.0,284.0,4.775,143300.0,<1H OCEAN --116.99,32.72,13.0,1330.0,216.0,719.0,215.0,3.8295,149600.0,<1H OCEAN --116.99,32.72,11.0,1112.0,164.0,441.0,174.0,4.7679,169500.0,<1H OCEAN --117.02,32.74,30.0,4205.0,772.0,2012.0,734.0,3.5,144700.0,NEAR OCEAN --117.03,32.73,34.0,2061.0,,1169.0,400.0,3.5096,142000.0,NEAR OCEAN --117.03,32.73,32.0,1750.0,333.0,997.0,335.0,3.4784,154400.0,NEAR OCEAN --117.03,32.74,37.0,821.0,150.0,404.0,135.0,3.0125,130400.0,NEAR OCEAN --117.02,32.73,22.0,5201.0,865.0,3280.0,817.0,4.7952,141400.0,NEAR OCEAN --117.02,32.72,36.0,2030.0,369.0,1142.0,357.0,3.7763,126900.0,NEAR OCEAN --117.03,32.73,38.0,3174.0,606.0,1557.0,619.0,3.5861,123600.0,NEAR OCEAN --117.03,32.72,38.0,886.0,176.0,505.0,188.0,3.5938,125400.0,NEAR OCEAN --117.03,32.72,37.0,2192.0,455.0,1515.0,446.0,3.0588,120600.0,NEAR OCEAN --117.04,32.72,24.0,5474.0,955.0,3020.0,904.0,4.0813,137000.0,NEAR OCEAN --117.04,32.73,36.0,2084.0,400.0,1097.0,398.0,3.2717,130700.0,NEAR OCEAN --117.04,32.73,25.0,1375.0,267.0,1032.0,278.0,3.5492,125400.0,NEAR OCEAN --117.05,32.72,35.0,3669.0,617.0,1694.0,585.0,3.9485,133900.0,NEAR OCEAN --117.05,32.73,27.0,3184.0,588.0,1763.0,571.0,3.5529,133900.0,NEAR OCEAN --117.03,32.74,35.0,1878.0,454.0,991.0,409.0,2.4345,129700.0,NEAR OCEAN --117.04,32.74,33.0,3880.0,770.0,2288.0,805.0,3.6848,140700.0,NEAR OCEAN --117.02,32.74,12.0,3301.0,963.0,2000.0,879.0,1.8594,119200.0,NEAR OCEAN --117.04,32.74,5.0,2878.0,785.0,1727.0,758.0,1.7179,132000.0,NEAR OCEAN --117.04,32.75,36.0,2297.0,418.0,1070.0,392.0,3.5192,144000.0,NEAR OCEAN --117.05,32.75,29.0,2767.0,612.0,1437.0,587.0,2.8306,142900.0,NEAR OCEAN --117.05,32.75,43.0,1718.0,344.0,826.0,336.0,2.7014,133700.0,NEAR OCEAN --117.03,32.77,34.0,1796.0,428.0,918.0,424.0,2.875,161200.0,<1H OCEAN --117.02,32.76,15.0,1204.0,326.0,543.0,326.0,1.0278,154200.0,<1H OCEAN --117.02,32.76,40.0,2523.0,488.0,976.0,470.0,3.11,185700.0,<1H OCEAN --117.02,32.75,33.0,3296.0,537.0,1345.0,556.0,5.2835,217100.0,<1H OCEAN --117.03,32.75,24.0,7879.0,1655.0,3898.0,1534.0,3.0897,187300.0,NEAR OCEAN --117.04,32.77,26.0,4263.0,1037.0,2199.0,1010.0,2.734,148900.0,<1H OCEAN --117.04,32.76,43.0,3171.0,665.0,1534.0,625.0,3.141,141400.0,NEAR OCEAN --117.05,32.76,37.0,4879.0,906.0,2076.0,871.0,3.6625,154800.0,NEAR OCEAN --117.04,32.76,37.0,2979.0,557.0,1285.0,564.0,3.7368,152200.0,NEAR OCEAN --117.04,32.77,16.0,7963.0,1881.0,3769.0,1804.0,2.9624,144700.0,<1H OCEAN --117.03,32.77,19.0,4819.0,1492.0,2572.0,1336.0,2.3393,118200.0,<1H OCEAN --117.05,32.78,37.0,1184.0,178.0,529.0,192.0,4.7941,161700.0,<1H OCEAN --117.03,32.78,17.0,5481.0,1618.0,2957.0,1537.0,2.5707,171300.0,<1H OCEAN --117.02,32.78,33.0,3481.0,708.0,1726.0,719.0,3.3675,158200.0,<1H OCEAN --117.03,32.79,31.0,2366.0,383.0,1077.0,387.0,4.2992,174400.0,<1H OCEAN --117.03,32.79,17.0,7352.0,1699.0,3331.0,1634.0,2.7006,166300.0,<1H OCEAN --117.0,32.77,30.0,1802.0,401.0,776.0,386.0,2.8125,173500.0,<1H OCEAN --117.01,32.76,22.0,3626.0,824.0,1800.0,769.0,2.8594,189600.0,<1H OCEAN --117.01,32.76,34.0,3415.0,608.0,1464.0,593.0,4.0549,223700.0,<1H OCEAN --117.01,32.77,24.0,2311.0,536.0,1005.0,525.0,2.9,185200.0,<1H OCEAN --117.01,32.77,34.0,3330.0,723.0,1592.0,656.0,2.6678,164200.0,<1H OCEAN --117.01,32.77,43.0,841.0,192.0,496.0,207.0,3.0179,149300.0,<1H OCEAN --117.01,32.79,31.0,3776.0,815.0,1886.0,799.0,3.4421,155300.0,<1H OCEAN --117.01,32.78,20.0,2616.0,597.0,1532.0,579.0,2.9896,235600.0,<1H OCEAN --117.02,32.78,31.0,2567.0,,1198.0,499.0,3.4659,163000.0,<1H OCEAN --117.02,32.79,36.0,2211.0,384.0,868.0,329.0,4.0491,147900.0,<1H OCEAN --116.99,32.79,33.0,2420.0,393.0,1003.0,397.0,4.0658,165100.0,<1H OCEAN --116.99,32.79,26.0,3623.0,703.0,1609.0,669.0,3.744,165800.0,<1H OCEAN --116.99,32.78,29.0,1114.0,163.0,385.0,154.0,5.4333,222800.0,<1H OCEAN --117.0,32.79,31.0,3256.0,726.0,1595.0,706.0,3.4773,155800.0,<1H OCEAN --116.99,32.77,35.0,2306.0,334.0,828.0,310.0,6.1103,301600.0,<1H OCEAN --116.98,32.77,29.0,3558.0,447.0,1097.0,445.0,8.093,379600.0,<1H OCEAN --117.0,32.76,31.0,2545.0,373.0,956.0,342.0,4.3977,226800.0,<1H OCEAN --117.0,32.77,35.0,2114.0,317.0,881.0,320.0,5.5,241400.0,<1H OCEAN --116.95,32.78,33.0,2432.0,443.0,1147.0,427.0,3.3906,138100.0,<1H OCEAN --116.96,32.78,26.0,2807.0,630.0,1785.0,580.0,2.1638,132800.0,<1H OCEAN --116.97,32.78,26.0,8902.0,1413.0,3941.0,1387.0,4.7943,226900.0,<1H OCEAN --116.92,32.78,21.0,4192.0,752.0,2101.0,710.0,4.4306,159100.0,<1H OCEAN --116.91,32.78,15.0,4058.0,511.0,1580.0,473.0,7.5,316400.0,<1H OCEAN --116.92,32.77,16.0,2770.0,406.0,1269.0,429.0,6.6783,275000.0,<1H OCEAN --116.9,32.77,8.0,3600.0,492.0,1421.0,482.0,6.2609,307100.0,<1H OCEAN --116.95,32.78,20.0,3425.0,448.0,1489.0,443.0,6.2552,296400.0,<1H OCEAN --116.95,32.77,25.0,3308.0,421.0,1201.0,414.0,6.3191,303400.0,<1H OCEAN --116.94,32.78,17.0,13559.0,2656.0,6990.0,2533.0,3.434,193200.0,<1H OCEAN --116.85,32.83,17.0,4234.0,770.0,2191.0,725.0,3.6445,197600.0,<1H OCEAN --116.88,32.81,35.0,2926.0,562.0,1590.0,506.0,4.2014,143200.0,<1H OCEAN --116.86,32.8,19.0,1747.0,291.0,848.0,290.0,4.875,187200.0,<1H OCEAN --116.83,32.83,6.0,3123.0,495.0,1513.0,480.0,5.4288,167800.0,<1H OCEAN --116.83,32.81,18.0,2367.0,402.0,1021.0,395.0,4.8125,210500.0,<1H OCEAN --116.92,32.79,24.0,4055.0,742.0,2123.0,744.0,4.5224,142000.0,<1H OCEAN --116.93,32.79,23.0,5759.0,1258.0,3108.0,1202.0,3.0927,140600.0,<1H OCEAN --116.91,32.8,32.0,1943.0,287.0,1081.0,292.0,5.6846,208800.0,<1H OCEAN --116.9,32.79,21.0,3770.0,491.0,1410.0,446.0,6.7685,294700.0,<1H OCEAN --116.94,32.8,21.0,7906.0,2292.0,4868.0,2117.0,1.8937,109800.0,<1H OCEAN --116.93,32.79,19.0,3354.0,,1948.0,682.0,3.0192,142300.0,<1H OCEAN --116.95,32.79,19.0,11391.0,3093.0,7178.0,2905.0,2.0326,123200.0,<1H OCEAN --116.96,32.8,16.0,3920.0,1094.0,2612.0,1023.0,1.3291,120800.0,<1H OCEAN --116.96,32.79,19.0,3008.0,693.0,2341.0,689.0,2.6087,123800.0,<1H OCEAN --116.96,32.79,35.0,1081.0,266.0,691.0,259.0,2.6324,133700.0,<1H OCEAN --116.96,32.8,24.0,2493.0,693.0,1420.0,643.0,1.8357,104200.0,<1H OCEAN --116.97,32.79,19.0,4108.0,1101.0,2971.0,1006.0,1.9893,112500.0,<1H OCEAN --116.96,32.79,17.0,5236.0,1325.0,3308.0,1233.0,2.3221,138800.0,<1H OCEAN --116.97,32.78,37.0,1255.0,238.0,671.0,278.0,3.7019,138600.0,<1H OCEAN --116.97,32.78,35.0,1113.0,236.0,681.0,246.0,2.9784,136400.0,<1H OCEAN --116.97,32.79,32.0,1255.0,338.0,782.0,302.0,2.6635,113600.0,<1H OCEAN --116.98,32.79,32.0,3756.0,662.0,1611.0,598.0,3.8667,189700.0,<1H OCEAN --116.98,32.8,28.0,5721.0,1029.0,2672.0,1054.0,3.963,164400.0,<1H OCEAN --116.99,32.8,34.0,3657.0,538.0,1513.0,562.0,5.2907,195800.0,<1H OCEAN --117.0,32.8,33.0,1816.0,325.0,768.0,316.0,4.5662,150300.0,<1H OCEAN --117.0,32.8,29.0,2045.0,398.0,912.0,368.0,3.0189,144100.0,<1H OCEAN --116.99,32.81,25.0,4436.0,758.0,1997.0,738.0,4.2386,201000.0,<1H OCEAN --116.99,32.81,18.0,10968.0,1521.0,4439.0,1501.0,6.2787,250000.0,<1H OCEAN --116.97,32.83,23.0,149.0,32.0,101.0,34.0,2.6458,112500.0,<1H OCEAN --116.97,32.81,19.0,1573.0,471.0,844.0,414.0,2.1422,125000.0,<1H OCEAN --116.97,32.8,15.0,3927.0,1018.0,2204.0,977.0,2.4367,111400.0,<1H OCEAN --116.94,32.81,22.0,4266.0,1010.0,2766.0,985.0,2.8175,135200.0,<1H OCEAN --116.94,32.8,28.0,3042.0,729.0,1964.0,703.0,2.4141,137500.0,<1H OCEAN --116.96,32.8,19.0,4574.0,1152.0,3045.0,1057.0,2.065,124100.0,<1H OCEAN --116.96,32.8,25.0,3421.0,803.0,1681.0,742.0,3.369,134400.0,<1H OCEAN --116.92,32.82,34.0,1765.0,284.0,772.0,282.0,5.0118,165300.0,<1H OCEAN --116.92,32.81,23.0,2668.0,528.0,1510.0,524.0,3.3669,158900.0,<1H OCEAN --116.93,32.82,26.0,4129.0,714.0,1820.0,718.0,4.2586,171000.0,<1H OCEAN --116.91,32.81,22.0,4331.0,637.0,1952.0,654.0,5.4834,232000.0,<1H OCEAN --116.92,32.8,33.0,1518.0,268.0,857.0,272.0,3.5586,160400.0,<1H OCEAN --116.92,32.81,17.0,1312.0,394.0,836.0,337.0,1.6686,112500.0,<1H OCEAN --116.93,32.8,19.0,1867.0,538.0,1219.0,468.0,2.0685,130000.0,<1H OCEAN --116.93,32.81,18.0,2447.0,466.0,1573.0,472.0,2.6429,125400.0,<1H OCEAN --116.95,32.82,19.0,5308.0,1058.0,2852.0,1092.0,2.9161,135700.0,<1H OCEAN --116.95,32.82,12.0,5535.0,1434.0,3112.0,1262.0,2.5949,108300.0,<1H OCEAN --116.95,32.81,31.0,1277.0,293.0,698.0,237.0,3.1106,147700.0,<1H OCEAN --116.96,32.81,8.0,2378.0,638.0,1410.0,623.0,2.9097,152500.0,<1H OCEAN --116.94,32.82,35.0,1737.0,285.0,826.0,294.0,3.2411,159200.0,<1H OCEAN --116.94,32.81,8.0,2517.0,632.0,1686.0,613.0,2.136,143500.0,<1H OCEAN --116.95,32.81,15.0,2619.0,599.0,1513.0,537.0,2.543,100000.0,<1H OCEAN --116.95,32.82,18.0,3038.0,592.0,1904.0,595.0,3.8024,144900.0,<1H OCEAN --116.97,32.83,17.0,6659.0,1402.0,3183.0,1378.0,2.949,117300.0,<1H OCEAN --116.99,32.83,20.0,6696.0,1326.0,3687.0,1291.0,3.1979,154600.0,<1H OCEAN --116.99,32.85,32.0,5211.0,949.0,3025.0,948.0,4.0931,134200.0,<1H OCEAN --116.98,32.85,12.0,3570.0,713.0,3321.0,666.0,4.0882,134500.0,<1H OCEAN --117.01,32.83,17.0,15401.0,3280.0,7302.0,3176.0,3.3067,121900.0,<1H OCEAN --117.01,32.84,23.0,1951.0,395.0,901.0,378.0,3.1023,143300.0,<1H OCEAN --117.02,32.84,17.0,4013.0,673.0,2263.0,661.0,5.131,148300.0,<1H OCEAN --116.96,32.85,11.0,9724.0,1796.0,5247.0,1777.0,4.1716,166100.0,<1H OCEAN --116.96,32.86,14.0,3064.0,496.0,1681.0,503.0,4.4347,160300.0,<1H OCEAN --116.96,32.87,17.0,4713.0,740.0,2531.0,723.0,4.8286,158500.0,<1H OCEAN --116.98,32.88,12.0,7320.0,1279.0,4048.0,1249.0,4.3952,151700.0,<1H OCEAN --116.98,32.86,19.0,2121.0,341.0,1236.0,353.0,4.7717,153200.0,<1H OCEAN --116.98,32.86,16.0,7718.0,1423.0,4383.0,1394.0,4.0693,146400.0,<1H OCEAN --117.0,32.87,18.0,11544.0,1979.0,6296.0,1923.0,4.4904,150400.0,<1H OCEAN --117.01,32.85,23.0,2592.0,414.0,1401.0,431.0,5.4903,151400.0,<1H OCEAN --117.0,32.85,24.0,1888.0,319.0,950.0,319.0,5.282,140800.0,<1H OCEAN --116.95,32.83,14.0,12517.0,2506.0,6389.0,2333.0,3.3081,168700.0,<1H OCEAN --116.95,32.84,31.0,1307.0,,752.0,231.0,3.4286,129400.0,<1H OCEAN --116.93,32.85,15.0,3273.0,895.0,1872.0,842.0,2.5388,119000.0,<1H OCEAN --116.93,32.85,5.0,4116.0,990.0,2770.0,905.0,3.1142,150000.0,<1H OCEAN --116.94,32.85,31.0,1293.0,232.0,599.0,228.0,4.7578,161000.0,<1H OCEAN --116.94,32.84,32.0,1607.0,253.0,778.0,262.0,4.5278,166300.0,<1H OCEAN --116.94,32.83,38.0,1701.0,317.0,872.0,304.0,3.7831,147800.0,<1H OCEAN --116.88,32.86,9.0,3049.0,471.0,1527.0,515.0,5.0733,196600.0,<1H OCEAN --116.86,32.87,17.0,5799.0,921.0,2630.0,843.0,5.0524,285400.0,<1H OCEAN --116.84,32.86,16.0,2502.0,532.0,1211.0,494.0,3.2516,202100.0,<1H OCEAN --116.89,32.85,16.0,1743.0,333.0,652.0,322.0,2.8906,158300.0,<1H OCEAN --116.91,32.87,14.0,3048.0,597.0,1690.0,576.0,4.3818,147100.0,<1H OCEAN --116.91,32.86,10.0,3699.0,838.0,2310.0,759.0,2.5365,139500.0,<1H OCEAN --116.91,32.86,15.0,3153.0,628.0,1633.0,527.0,3.6898,131000.0,<1H OCEAN --116.92,32.86,11.0,2204.0,518.0,1472.0,497.0,2.3693,127000.0,<1H OCEAN --116.93,32.83,19.0,3038.0,529.0,1463.0,509.0,3.944,172500.0,<1H OCEAN --116.93,32.83,21.0,1283.0,278.0,684.0,289.0,2.3203,163500.0,<1H OCEAN --116.92,32.82,17.0,2492.0,494.0,1278.0,439.0,2.8875,155700.0,<1H OCEAN --116.92,32.85,23.0,1378.0,269.0,767.0,266.0,4.0625,145000.0,<1H OCEAN --116.92,32.84,16.0,4675.0,834.0,2188.0,817.0,4.6674,178000.0,<1H OCEAN --116.91,32.83,16.0,5203.0,,2515.0,862.0,4.105,174400.0,<1H OCEAN --116.92,32.82,16.0,2784.0,468.0,1458.0,465.0,4.0048,184600.0,<1H OCEAN --116.91,32.85,21.0,4152.0,703.0,2255.0,697.0,4.5096,159500.0,<1H OCEAN --116.89,32.85,15.0,3560.0,593.0,1757.0,574.0,5.1185,185300.0,<1H OCEAN --116.9,32.84,18.0,3612.0,737.0,1864.0,713.0,2.7069,153800.0,<1H OCEAN --116.89,32.82,18.0,2515.0,443.0,1442.0,449.0,5.0201,154400.0,<1H OCEAN --116.9,32.84,18.0,4215.0,810.0,2104.0,773.0,4.0873,146900.0,<1H OCEAN --116.91,32.82,14.0,1978.0,424.0,1085.0,387.0,3.8073,170100.0,<1H OCEAN --116.96,32.9,16.0,3047.0,495.0,1507.0,499.0,5.3008,186500.0,<1H OCEAN --116.94,32.89,24.0,2541.0,381.0,1078.0,372.0,5.2542,227800.0,<1H OCEAN --116.94,32.87,24.0,2824.0,441.0,1480.0,471.0,5.2614,177200.0,<1H OCEAN --116.93,32.87,17.0,3722.0,670.0,1561.0,604.0,3.6027,211900.0,<1H OCEAN --116.9,32.9,19.0,3090.0,552.0,1621.0,520.0,4.0806,189200.0,<1H OCEAN --116.84,32.92,20.0,1066.0,219.0,536.0,173.0,3.1607,119300.0,<1H OCEAN --117.05,33.01,19.0,3558.0,588.0,1439.0,578.0,4.625,211100.0,<1H OCEAN --117.05,33.01,17.0,3430.0,425.0,1468.0,433.0,10.6186,429300.0,<1H OCEAN --117.04,33.01,28.0,922.0,107.0,314.0,97.0,8.4721,342300.0,<1H OCEAN --117.03,33.0,6.0,6139.0,793.0,2693.0,770.0,7.7569,387400.0,<1H OCEAN --117.04,32.99,6.0,9518.0,1418.0,4413.0,1275.0,6.6012,314900.0,<1H OCEAN --117.04,32.98,16.0,1332.0,196.0,640.0,193.0,6.0226,192900.0,<1H OCEAN --117.06,32.99,16.0,1306.0,196.0,713.0,222.0,6.2683,180700.0,<1H OCEAN --117.05,32.97,17.0,9911.0,1436.0,4763.0,1414.0,5.5882,194300.0,<1H OCEAN --117.05,32.96,18.0,3593.0,661.0,1992.0,626.0,4.8295,165800.0,<1H OCEAN --117.04,32.97,13.0,6711.0,1256.0,3683.0,1220.0,4.5746,175700.0,<1H OCEAN --117.03,32.97,16.0,3936.0,694.0,1935.0,659.0,4.5625,231200.0,<1H OCEAN --117.03,32.96,16.0,3424.0,698.0,1940.0,645.0,4.121,182100.0,<1H OCEAN --116.99,32.96,17.0,5509.0,866.0,2748.0,817.0,4.8854,181300.0,<1H OCEAN --117.02,32.95,25.0,1909.0,334.0,1043.0,322.0,3.7784,160100.0,<1H OCEAN --117.03,32.95,19.0,4500.0,815.0,2456.0,782.0,4.5032,168900.0,<1H OCEAN --117.05,32.95,17.0,3039.0,555.0,1297.0,552.0,3.9531,178600.0,<1H OCEAN --117.05,32.95,17.0,4814.0,1091.0,3013.0,1078.0,3.2369,167800.0,<1H OCEAN --117.06,33.02,24.0,830.0,190.0,279.0,196.0,1.9176,121100.0,<1H OCEAN --117.06,33.01,24.0,2618.0,485.0,726.0,443.0,3.5192,159100.0,<1H OCEAN --117.07,33.01,25.0,2120.0,381.0,588.0,359.0,3.1187,169400.0,<1H OCEAN --117.07,33.02,17.0,2863.0,665.0,715.0,467.0,2.6048,148200.0,<1H OCEAN --117.06,33.04,17.0,1785.0,255.0,667.0,277.0,5.7382,278000.0,<1H OCEAN --117.06,33.03,23.0,2023.0,309.0,678.0,340.0,7.0913,265400.0,<1H OCEAN --117.07,33.03,14.0,6665.0,1231.0,2026.0,1001.0,5.09,268500.0,<1H OCEAN --117.07,33.03,15.0,1095.0,158.0,361.0,176.0,6.8099,328200.0,<1H OCEAN --117.08,33.03,10.0,2296.0,450.0,818.0,405.0,4.3424,160600.0,<1H OCEAN --117.07,33.04,4.0,2271.0,578.0,926.0,391.0,3.6437,210100.0,<1H OCEAN --117.08,33.03,15.0,3023.0,623.0,1283.0,559.0,3.3724,137900.0,<1H OCEAN --117.08,33.03,17.0,987.0,142.0,463.0,152.0,5.8747,229300.0,<1H OCEAN --117.08,33.03,18.0,1339.0,284.0,761.0,290.0,5.3074,137200.0,<1H OCEAN --117.09,33.03,17.0,2786.0,396.0,1228.0,396.0,6.4211,220700.0,<1H OCEAN --117.08,33.04,10.0,2577.0,347.0,1193.0,365.0,6.53,264100.0,<1H OCEAN --117.15,33.02,4.0,15029.0,2279.0,5613.0,1696.0,7.2731,450400.0,NEAR OCEAN --117.1,32.97,17.0,3167.0,861.0,2098.0,828.0,2.4459,85800.0,<1H OCEAN --117.1,32.96,7.0,3619.0,770.0,1134.0,482.0,4.1279,167600.0,<1H OCEAN --117.05,33.05,6.0,7916.0,1293.0,2741.0,1204.0,5.6436,278600.0,<1H OCEAN --117.05,33.04,12.0,1840.0,254.0,580.0,234.0,6.7769,400000.0,<1H OCEAN --117.05,33.03,14.0,5180.0,1051.0,1639.0,991.0,4.5,222200.0,<1H OCEAN --117.05,33.03,16.0,87.0,20.0,32.0,21.0,4.3571,144600.0,<1H OCEAN --117.06,33.02,17.0,2635.0,389.0,994.0,359.0,5.8966,261500.0,<1H OCEAN --117.05,33.02,18.0,917.0,121.0,388.0,131.0,6.3517,260100.0,<1H OCEAN --117.01,33.04,13.0,4595.0,567.0,1643.0,544.0,7.7684,362300.0,<1H OCEAN --117.04,33.03,16.0,2852.0,435.0,1083.0,448.0,6.3761,296200.0,<1H OCEAN --117.01,32.99,8.0,3372.0,430.0,1536.0,448.0,8.4284,378300.0,<1H OCEAN --116.99,33.01,11.0,1412.0,185.0,529.0,166.0,7.7517,500001.0,<1H OCEAN --117.09,32.91,9.0,2012.0,316.0,802.0,289.0,6.5706,255700.0,<1H OCEAN --117.09,32.91,16.0,2005.0,266.0,827.0,270.0,7.0546,282200.0,<1H OCEAN --117.09,32.9,16.0,1989.0,290.0,814.0,291.0,6.2715,255100.0,<1H OCEAN --117.1,32.9,16.0,2994.0,445.0,1047.0,437.0,5.149,184300.0,<1H OCEAN --117.11,32.9,16.0,2043.0,388.0,705.0,352.0,4.4766,161500.0,<1H OCEAN --117.11,32.91,15.0,1840.0,235.0,855.0,241.0,7.5992,310600.0,<1H OCEAN --117.08,32.91,16.0,1653.0,228.0,690.0,224.0,6.5853,248400.0,<1H OCEAN --117.08,32.93,5.0,14944.0,2490.0,6600.0,2407.0,6.0857,308300.0,<1H OCEAN --117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,327900.0,<1H OCEAN --117.07,33.01,5.0,5870.0,977.0,1917.0,842.0,5.1998,294100.0,<1H OCEAN --117.06,33.01,9.0,2470.0,417.0,904.0,427.0,4.4219,209200.0,<1H OCEAN --117.07,33.0,4.0,6242.0,1258.0,2211.0,1116.0,4.25,281600.0,<1H OCEAN --117.07,33.0,4.0,9153.0,1866.0,3775.0,1698.0,4.955,241500.0,<1H OCEAN --117.08,33.01,5.0,5659.0,931.0,2565.0,902.0,6.1949,238700.0,<1H OCEAN --117.09,32.99,16.0,2175.0,327.0,1037.0,326.0,5.1909,201400.0,<1H OCEAN --117.09,32.99,18.0,3215.0,588.0,1618.0,509.0,4.6028,216800.0,<1H OCEAN --117.09,32.98,23.0,1125.0,273.0,687.0,308.0,2.3182,268800.0,<1H OCEAN --117.12,32.96,16.0,3050.0,559.0,1444.0,512.0,5.2463,156300.0,<1H OCEAN --117.11,32.97,9.0,1531.0,242.0,850.0,240.0,6.0862,263600.0,<1H OCEAN --117.1,33.0,5.0,15502.0,2613.0,7417.0,2358.0,5.9094,261100.0,<1H OCEAN --117.11,32.95,11.0,4694.0,824.0,2223.0,783.0,4.9485,231800.0,<1H OCEAN --117.12,32.95,8.0,3670.0,536.0,1723.0,592.0,6.3542,218100.0,<1H OCEAN --117.12,32.96,15.0,2869.0,405.0,1526.0,402.0,6.0175,238300.0,<1H OCEAN --117.12,32.95,4.0,9018.0,1572.0,4438.0,1498.0,4.988,263700.0,<1H OCEAN --117.08,32.97,3.0,17466.0,3336.0,7644.0,2895.0,5.4584,246500.0,<1H OCEAN --117.06,32.97,17.0,4754.0,877.0,2412.0,832.0,4.3548,192300.0,<1H OCEAN --117.25,33.06,6.0,9859.0,1448.0,4194.0,1401.0,6.439,296200.0,NEAR OCEAN --117.25,33.05,16.0,2794.0,476.0,1387.0,442.0,4.3286,213400.0,NEAR OCEAN --117.26,33.05,14.0,2323.0,373.0,1057.0,372.0,6.2513,240900.0,NEAR OCEAN --117.26,33.06,11.0,2660.0,352.0,1226.0,366.0,7.6832,319800.0,NEAR OCEAN --117.24,33.05,15.0,3029.0,555.0,1559.0,546.0,5.3129,169200.0,NEAR OCEAN --117.24,33.05,11.0,5827.0,882.0,2588.0,842.0,6.4027,344200.0,NEAR OCEAN --117.2,33.07,5.0,10394.0,1617.0,4496.0,1553.0,5.9289,411300.0,NEAR OCEAN --117.16,33.06,16.0,1988.0,279.0,770.0,252.0,5.8661,404500.0,NEAR OCEAN --117.21,33.03,20.0,3370.0,433.0,1020.0,408.0,11.0911,500001.0,NEAR OCEAN --117.18,33.02,15.0,3540.0,453.0,1364.0,425.0,13.6623,500001.0,NEAR OCEAN --117.21,33.02,26.0,3194.0,454.0,1032.0,406.0,10.156,500001.0,NEAR OCEAN --117.23,33.01,18.0,3961.0,511.0,1541.0,470.0,11.1118,500001.0,NEAR OCEAN --117.26,32.97,25.0,2582.0,495.0,1088.0,471.0,6.4651,500001.0,NEAR OCEAN --117.26,32.96,36.0,1721.0,264.0,710.0,282.0,10.1768,500001.0,NEAR OCEAN --117.26,32.95,34.0,1651.0,273.0,650.0,271.0,5.6582,500001.0,NEAR OCEAN --117.26,32.95,22.0,5484.0,1227.0,1947.0,1012.0,4.4375,500001.0,NEAR OCEAN --117.3,32.96,30.0,1226.0,205.0,380.0,151.0,4.2875,500001.0,NEAR OCEAN --117.25,33.01,16.0,3892.0,520.0,1454.0,524.0,7.7317,396000.0,NEAR OCEAN --117.24,33.0,16.0,2512.0,356.0,795.0,353.0,7.5975,369100.0,NEAR OCEAN --117.23,32.99,17.0,2718.0,326.0,1011.0,319.0,15.0001,500001.0,NEAR OCEAN --117.25,32.99,10.0,4926.0,749.0,1478.0,634.0,7.472,439900.0,NEAR OCEAN --117.25,33.0,14.0,2518.0,458.0,931.0,414.0,5.8393,485300.0,NEAR OCEAN --117.26,33.0,31.0,2695.0,491.0,1059.0,451.0,4.7841,393500.0,NEAR OCEAN --117.27,33.0,36.0,2426.0,454.0,1085.0,420.0,5.1523,387800.0,NEAR OCEAN --117.31,33.0,30.0,1631.0,310.0,665.0,297.0,6.8443,492500.0,NEAR OCEAN --117.26,32.99,16.0,2127.0,512.0,1532.0,499.0,2.7348,231300.0,NEAR OCEAN --117.27,32.99,21.0,3318.0,578.0,1273.0,538.0,5.5922,382100.0,NEAR OCEAN --117.26,32.98,12.0,3900.0,977.0,1690.0,892.0,4.125,226900.0,NEAR OCEAN --117.31,32.98,17.0,2789.0,648.0,849.0,345.0,4.1012,244700.0,NEAR OCEAN --117.27,32.98,17.0,1853.0,392.0,351.0,208.0,5.2742,230700.0,NEAR OCEAN --117.32,33.01,29.0,3584.0,712.0,1619.0,667.0,4.125,394400.0,NEAR OCEAN --117.28,33.02,21.0,2736.0,585.0,1251.0,576.0,4.2356,347700.0,NEAR OCEAN --117.27,33.02,13.0,5723.0,1242.0,2450.0,1140.0,4.7179,376700.0,NEAR OCEAN --117.26,33.04,18.0,2229.0,346.0,1088.0,352.0,6.3525,278300.0,NEAR OCEAN --117.26,33.04,16.0,3109.0,450.0,1433.0,453.0,6.6319,269600.0,NEAR OCEAN --117.24,33.04,13.0,3498.0,663.0,1412.0,618.0,3.212,147600.0,NEAR OCEAN --117.25,33.03,6.0,3416.0,493.0,1319.0,467.0,6.9326,324600.0,NEAR OCEAN --117.27,33.03,25.0,1787.0,311.0,1108.0,311.0,3.9826,215800.0,NEAR OCEAN --117.27,33.03,16.0,2240.0,443.0,1104.0,416.0,3.5313,148700.0,NEAR OCEAN --117.26,33.02,9.0,4632.0,759.0,1724.0,685.0,6.3712,369800.0,NEAR OCEAN --117.27,33.03,19.0,2899.0,499.0,1356.0,512.0,4.87,220900.0,NEAR OCEAN --117.27,33.02,21.0,2144.0,340.0,928.0,344.0,5.798,286100.0,NEAR OCEAN --117.29,33.05,28.0,1146.0,338.0,672.0,292.0,3.1667,300000.0,NEAR OCEAN --117.28,33.04,12.0,4459.0,928.0,2471.0,888.0,3.5179,252700.0,NEAR OCEAN --117.27,33.04,27.0,1839.0,392.0,1302.0,404.0,3.55,214600.0,NEAR OCEAN --117.29,33.04,30.0,2750.0,555.0,1281.0,520.0,4.7333,286900.0,NEAR OCEAN --117.33,33.03,31.0,1171.0,321.0,603.0,267.0,2.8611,314300.0,NEAR OCEAN --117.3,33.07,14.0,2670.0,426.0,1034.0,407.0,6.4247,295100.0,NEAR OCEAN --117.29,33.08,18.0,3225.0,515.0,1463.0,476.0,5.7787,346700.0,NEAR OCEAN --117.27,33.08,7.0,2949.0,447.0,1335.0,426.0,6.0922,342400.0,NEAR OCEAN --117.29,33.06,20.0,2110.0,335.0,1008.0,325.0,6.1509,338700.0,NEAR OCEAN --117.28,33.06,8.0,4172.0,1022.0,2585.0,941.0,4.0118,245800.0,NEAR OCEAN --117.27,33.06,7.0,3686.0,733.0,1612.0,672.0,3.197,367100.0,NEAR OCEAN --117.27,33.05,15.0,3333.0,808.0,1371.0,737.0,2.9083,122400.0,NEAR OCEAN --117.3,33.08,24.0,2628.0,527.0,1389.0,520.0,4.0,343200.0,NEAR OCEAN --117.34,33.06,17.0,2718.0,518.0,815.0,403.0,4.3182,357100.0,NEAR OCEAN --117.31,33.07,21.0,2035.0,534.0,948.0,467.0,3.2984,369400.0,NEAR OCEAN --117.3,33.07,16.0,3147.0,765.0,2165.0,690.0,3.5585,284800.0,NEAR OCEAN --117.3,33.06,24.0,2171.0,511.0,870.0,442.0,3.194,276300.0,NEAR OCEAN --117.3,33.06,31.0,2128.0,520.0,1049.0,485.0,4.027,290000.0,NEAR OCEAN --117.3,33.05,34.0,1797.0,458.0,775.0,391.0,3.2308,331300.0,NEAR OCEAN --117.33,33.17,11.0,10923.0,2041.0,4773.0,1858.0,4.0791,281300.0,NEAR OCEAN --117.34,33.16,31.0,2851.0,458.0,1286.0,467.0,4.5694,243700.0,NEAR OCEAN --117.33,33.16,29.0,3559.0,552.0,1533.0,545.0,4.0585,245500.0,NEAR OCEAN --117.32,33.15,15.0,13245.0,2212.0,5495.0,2060.0,5.4904,262100.0,NEAR OCEAN --117.32,33.12,25.0,2670.0,527.0,936.0,461.0,2.7717,354000.0,NEAR OCEAN --117.31,33.1,15.0,2392.0,446.0,747.0,421.0,3.5341,500001.0,NEAR OCEAN --117.29,33.13,4.0,617.0,105.0,224.0,105.0,3.9205,183000.0,NEAR OCEAN --117.31,33.11,7.0,7974.0,1703.0,2904.0,1550.0,4.1282,188100.0,NEAR OCEAN --117.29,33.12,4.0,1380.0,322.0,755.0,286.0,4.7961,168800.0,NEAR OCEAN --117.29,33.1,6.0,6091.0,1018.0,2064.0,957.0,5.1837,259800.0,NEAR OCEAN --117.28,33.1,13.0,2644.0,422.0,1197.0,399.0,6.5338,267900.0,NEAR OCEAN --117.35,33.17,16.0,4595.0,1341.0,2849.0,1197.0,2.478,185600.0,NEAR OCEAN --117.34,33.16,24.0,1006.0,277.0,610.0,246.0,2.25,187500.0,NEAR OCEAN --117.34,33.15,19.0,5710.0,1423.0,4163.0,1406.0,3.0306,178500.0,NEAR OCEAN --117.35,33.16,22.0,1331.0,305.0,580.0,193.0,3.975,500001.0,NEAR OCEAN --117.35,33.16,10.0,1684.0,515.0,902.0,449.0,3.7891,206300.0,NEAR OCEAN --117.34,33.15,17.0,4505.0,1140.0,2111.0,1062.0,3.3536,283300.0,NEAR OCEAN --117.36,33.18,26.0,5550.0,1153.0,2372.0,1058.0,2.5509,181800.0,NEAR OCEAN --117.36,33.18,39.0,1546.0,291.0,833.0,308.0,2.8893,185400.0,NEAR OCEAN --117.35,33.17,36.0,1977.0,423.0,812.0,387.0,3.625,198000.0,NEAR OCEAN --117.36,33.17,24.0,2046.0,442.0,812.0,367.0,2.3182,500001.0,NEAR OCEAN --117.37,33.18,19.0,1931.0,509.0,855.0,394.0,2.6979,266700.0,NEAR OCEAN --117.37,33.19,23.0,4104.0,1274.0,4729.0,1187.0,1.8214,173800.0,NEAR OCEAN --117.37,33.19,33.0,2205.0,453.0,1138.0,439.0,2.8819,208600.0,NEAR OCEAN --117.37,33.19,18.0,975.0,382.0,650.0,286.0,1.9562,192500.0,NEAR OCEAN --117.37,33.19,38.0,861.0,213.0,486.0,204.0,4.1875,185000.0,NEAR OCEAN --117.38,33.19,35.0,928.0,264.0,538.0,248.0,2.4583,197900.0,NEAR OCEAN --117.38,33.14,14.0,5039.0,1373.0,1298.0,696.0,3.209,313300.0,NEAR OCEAN --117.38,33.19,26.0,4123.0,1145.0,1703.0,895.0,1.9891,500000.0,NEAR OCEAN --117.38,33.2,17.0,1877.0,581.0,1288.0,426.0,1.9386,106300.0,NEAR OCEAN --117.37,33.2,19.0,928.0,317.0,845.0,319.0,1.6318,187500.0,NEAR OCEAN --117.38,33.19,17.0,353.0,112.0,359.0,118.0,1.5625,162500.0,NEAR OCEAN --117.38,33.2,26.0,1427.0,386.0,974.0,317.0,1.3903,184400.0,NEAR OCEAN --117.36,33.2,19.0,1926.0,557.0,1190.0,483.0,1.3269,166100.0,NEAR OCEAN --117.36,33.2,19.0,2129.0,562.0,1323.0,525.0,2.9539,169900.0,NEAR OCEAN --117.36,33.2,26.0,2447.0,482.0,1405.0,486.0,3.2917,150800.0,NEAR OCEAN --117.35,33.2,23.0,3297.0,728.0,1793.0,622.0,2.5754,169700.0,NEAR OCEAN --117.35,33.21,24.0,1586.0,262.0,912.0,298.0,4.25,150300.0,NEAR OCEAN --117.34,33.21,23.0,2062.0,376.0,1302.0,379.0,4.0109,145700.0,NEAR OCEAN --117.35,33.2,32.0,1251.0,220.0,700.0,232.0,3.9875,142900.0,NEAR OCEAN --117.34,33.21,12.0,5963.0,1372.0,3015.0,1124.0,2.7386,216100.0,NEAR OCEAN --117.35,33.19,28.0,2823.0,476.0,1189.0,433.0,5.1733,198100.0,NEAR OCEAN --117.34,33.19,23.0,3546.0,553.0,1533.0,518.0,5.276,224500.0,NEAR OCEAN --117.33,33.19,15.0,3672.0,845.0,1827.0,796.0,2.9716,173600.0,NEAR OCEAN --117.34,33.19,19.0,3575.0,525.0,1654.0,559.0,5.7409,274100.0,NEAR OCEAN --117.29,33.24,5.0,3109.0,634.0,1823.0,578.0,3.1875,153800.0,<1H OCEAN --117.3,33.23,13.0,3619.0,791.0,1759.0,806.0,2.765,98500.0,<1H OCEAN --117.32,33.23,24.0,2580.0,604.0,982.0,569.0,1.6402,169300.0,NEAR OCEAN --117.31,33.24,6.0,1580.0,288.0,792.0,265.0,4.0469,162400.0,<1H OCEAN --117.32,33.22,15.0,4784.0,1039.0,1810.0,986.0,2.4375,108900.0,NEAR OCEAN --117.33,33.22,21.0,2868.0,602.0,855.0,559.0,2.7846,91200.0,NEAR OCEAN --117.32,33.22,16.0,1057.0,232.0,316.0,221.0,2.7417,91700.0,NEAR OCEAN --117.33,33.21,17.0,1246.0,300.0,424.0,288.0,2.2882,85800.0,NEAR OCEAN --117.3,33.22,4.0,14960.0,2988.0,6666.0,2612.0,3.7568,184100.0,NEAR OCEAN --117.31,33.19,11.0,20944.0,3753.0,8738.0,3441.0,4.3762,215500.0,NEAR OCEAN --117.29,33.2,16.0,2150.0,461.0,1428.0,407.0,2.4754,157300.0,NEAR OCEAN --117.31,33.18,16.0,1835.0,430.0,599.0,399.0,2.0147,87700.0,NEAR OCEAN --117.29,33.19,18.0,6235.0,1233.0,4127.0,1162.0,3.0704,151600.0,NEAR OCEAN --117.28,33.2,20.0,4835.0,854.0,2983.0,834.0,4.3428,152100.0,NEAR OCEAN --117.37,33.22,35.0,2204.0,482.0,1435.0,462.0,3.676,125600.0,NEAR OCEAN --117.35,33.23,4.0,1837.0,287.0,934.0,277.0,3.8958,189800.0,NEAR OCEAN --117.35,33.21,18.0,2971.0,606.0,2051.0,493.0,2.675,117100.0,NEAR OCEAN --117.38,33.21,31.0,1502.0,367.0,1514.0,342.0,2.6442,103300.0,NEAR OCEAN --117.37,33.2,29.0,1315.0,311.0,1425.0,306.0,2.0272,99600.0,NEAR OCEAN --117.28,33.28,13.0,6131.0,1040.0,4049.0,940.0,3.8156,150700.0,<1H OCEAN --117.25,33.3,14.0,2513.0,351.0,1151.0,357.0,6.3054,359000.0,<1H OCEAN --117.26,33.26,9.0,4609.0,798.0,2582.0,746.0,4.3429,173900.0,<1H OCEAN --117.3,33.26,23.0,1678.0,275.0,1227.0,264.0,4.1713,133800.0,<1H OCEAN --117.3,33.25,22.0,2329.0,419.0,1456.0,381.0,3.7933,131000.0,<1H OCEAN --117.31,33.25,14.0,3483.0,764.0,2140.0,687.0,3.125,102300.0,<1H OCEAN --117.31,33.25,13.0,3075.0,630.0,1843.0,674.0,2.8558,97100.0,<1H OCEAN --117.32,33.25,7.0,2499.0,420.0,1314.0,398.0,4.85,186900.0,<1H OCEAN --117.32,33.25,7.0,8206.0,1523.0,4399.0,1423.0,3.6301,170900.0,<1H OCEAN --117.34,33.23,11.0,3737.0,757.0,2212.0,727.0,3.1062,141000.0,NEAR OCEAN --117.33,33.23,15.0,2919.0,592.0,1130.0,579.0,2.5872,155600.0,NEAR OCEAN --117.33,33.23,15.0,1905.0,416.0,1258.0,388.0,3.33,127900.0,NEAR OCEAN --117.33,33.24,13.0,4543.0,881.0,2298.0,870.0,2.9386,143400.0,NEAR OCEAN --117.42,33.35,14.0,25135.0,4819.0,35682.0,4769.0,2.5729,134400.0,<1H OCEAN --117.24,33.34,17.0,2866.0,442.0,1354.0,431.0,4.5764,257300.0,<1H OCEAN --117.22,33.36,16.0,3165.0,482.0,1351.0,452.0,4.605,263300.0,<1H OCEAN --117.22,33.31,12.0,2924.0,433.0,1193.0,394.0,6.2475,331300.0,<1H OCEAN --117.21,33.34,10.0,5294.0,817.0,2312.0,810.0,5.4563,325700.0,<1H OCEAN --117.19,33.34,15.0,3310.0,488.0,1104.0,460.0,6.1009,314400.0,<1H OCEAN --117.17,33.34,15.0,3313.0,679.0,1022.0,564.0,2.7986,189900.0,<1H OCEAN --117.2,33.29,12.0,6358.0,1182.0,2778.0,1020.0,4.0357,295900.0,<1H OCEAN --117.17,33.28,16.0,1921.0,312.0,862.0,280.0,5.1786,376800.0,<1H OCEAN --117.25,33.38,16.0,3536.0,765.0,2007.0,687.0,3.0,146700.0,<1H OCEAN --117.24,33.4,16.0,2704.0,463.0,1322.0,424.0,3.7857,227000.0,<1H OCEAN --117.23,33.38,18.0,3339.0,704.0,1727.0,652.0,2.8393,173200.0,<1H OCEAN --117.24,33.38,16.0,2792.0,525.0,1696.0,516.0,3.668,171200.0,<1H OCEAN --117.25,33.38,17.0,1614.0,431.0,1031.0,389.0,2.0956,134400.0,<1H OCEAN --117.25,33.39,22.0,2699.0,543.0,1425.0,491.0,2.375,137300.0,<1H OCEAN --117.26,33.37,7.0,2221.0,548.0,1440.0,501.0,2.2368,154600.0,<1H OCEAN --117.25,33.37,8.0,1755.0,530.0,1687.0,511.0,1.995,146900.0,<1H OCEAN --117.24,33.37,14.0,4687.0,793.0,2436.0,779.0,4.5391,180900.0,<1H OCEAN --117.24,33.36,11.0,2786.0,480.0,1250.0,450.0,4.5,222600.0,<1H OCEAN --117.25,33.36,6.0,3725.0,960.0,2833.0,915.0,2.3214,247000.0,<1H OCEAN --117.34,33.46,14.0,1902.0,338.0,848.0,304.0,5.5395,273300.0,<1H OCEAN --117.19,33.41,16.0,3031.0,554.0,1301.0,518.0,4.0882,296100.0,<1H OCEAN --117.14,33.39,17.0,2889.0,587.0,1931.0,510.0,3.8547,208300.0,<1H OCEAN --117.2,33.38,14.0,5392.0,821.0,2350.0,810.0,5.0507,291500.0,<1H OCEAN --117.1,33.36,19.0,3518.0,658.0,2091.0,610.0,3.2614,168800.0,<1H OCEAN --116.95,33.31,16.0,2921.0,639.0,1838.0,540.0,2.2393,117000.0,<1H OCEAN --117.03,33.32,14.0,1088.0,209.0,601.0,193.0,3.8438,243800.0,<1H OCEAN --117.05,33.29,17.0,1800.0,312.0,891.0,281.0,7.0177,267600.0,<1H OCEAN --117.05,33.26,14.0,3103.0,569.0,1704.0,539.0,3.7644,264700.0,<1H OCEAN --117.12,33.27,11.0,3016.0,601.0,1727.0,541.0,4.9375,232800.0,<1H OCEAN --117.0,33.29,17.0,2073.0,313.0,573.0,221.0,8.2531,419200.0,<1H OCEAN --116.98,33.26,12.0,5898.0,1002.0,3129.0,945.0,4.7647,254100.0,<1H OCEAN --116.99,33.2,17.0,2980.0,539.0,1531.0,505.0,3.1553,250000.0,<1H OCEAN --116.9,33.22,11.0,4132.0,773.0,2012.0,703.0,3.1906,234500.0,<1H OCEAN --117.14,33.23,11.0,4068.0,829.0,918.0,500.0,3.1272,281300.0,<1H OCEAN --117.11,33.23,13.0,5819.0,919.0,2228.0,866.0,4.9335,298100.0,<1H OCEAN --117.08,33.23,14.0,3337.0,571.0,1385.0,512.0,4.15,272200.0,<1H OCEAN --117.2,33.24,12.0,4992.0,,2106.0,801.0,6.2079,307300.0,<1H OCEAN --117.15,33.2,16.0,2690.0,459.0,1253.0,393.0,4.0328,294600.0,<1H OCEAN --117.2,33.2,16.0,4409.0,629.0,1875.0,609.0,5.543,286400.0,<1H OCEAN --117.22,33.22,17.0,3675.0,672.0,1693.0,597.0,3.3882,190800.0,<1H OCEAN --117.22,33.22,16.0,2134.0,643.0,1555.0,560.0,1.7217,175000.0,<1H OCEAN --117.22,33.22,15.0,1430.0,343.0,704.0,322.0,1.9571,162500.0,<1H OCEAN --117.23,33.24,26.0,1991.0,330.0,1014.0,304.0,4.3068,240100.0,<1H OCEAN --117.24,33.23,13.0,3756.0,648.0,1767.0,614.0,4.0776,196000.0,<1H OCEAN --117.24,33.23,21.0,1718.0,308.0,1194.0,312.0,3.4359,150900.0,<1H OCEAN --117.23,33.23,13.0,2899.0,657.0,1946.0,579.0,2.9875,172000.0,<1H OCEAN --117.23,33.22,18.0,2334.0,573.0,962.0,557.0,1.808,97000.0,<1H OCEAN --117.23,33.22,16.0,3224.0,729.0,1036.0,608.0,2.0246,148800.0,<1H OCEAN --117.24,33.22,20.0,1962.0,334.0,1173.0,349.0,4.1316,162500.0,<1H OCEAN --117.24,33.21,9.0,2486.0,626.0,1938.0,525.0,2.1293,151400.0,<1H OCEAN --117.23,33.21,34.0,544.0,108.0,348.0,127.0,4.125,164600.0,<1H OCEAN --117.25,33.25,6.0,6160.0,993.0,2997.0,1029.0,4.6187,205000.0,<1H OCEAN --117.27,33.23,5.0,20908.0,3933.0,9690.0,3510.0,4.1405,198500.0,<1H OCEAN --117.27,33.22,5.0,2283.0,337.0,999.0,325.0,5.0249,196700.0,<1H OCEAN --117.27,33.22,16.0,1420.0,311.0,470.0,313.0,1.8849,90800.0,<1H OCEAN --117.28,33.22,13.0,2832.0,542.0,1065.0,531.0,2.3844,98600.0,<1H OCEAN --117.27,33.21,5.0,5764.0,996.0,3161.0,1012.0,4.4531,177500.0,<1H OCEAN --117.25,33.22,26.0,2010.0,347.0,1160.0,331.0,3.9815,142600.0,<1H OCEAN --117.25,33.22,19.0,2167.0,443.0,1654.0,435.0,3.5,135800.0,<1H OCEAN --117.26,33.21,26.0,1906.0,408.0,1325.0,427.0,3.0197,136000.0,<1H OCEAN --117.28,33.2,11.0,1472.0,261.0,1012.0,285.0,4.21,175600.0,NEAR OCEAN --117.27,33.2,23.0,2145.0,379.0,1360.0,404.0,4.2054,150700.0,<1H OCEAN --117.26,33.2,13.0,3163.0,725.0,1675.0,629.0,2.8214,121900.0,<1H OCEAN --117.27,33.2,34.0,1852.0,322.0,978.0,332.0,4.3542,156900.0,<1H OCEAN --117.27,33.19,8.0,973.0,289.0,663.0,209.0,2.724,139300.0,NEAR OCEAN --117.28,33.19,5.0,2697.0,639.0,1633.0,580.0,3.4456,165800.0,NEAR OCEAN --117.25,33.21,9.0,1944.0,488.0,1992.0,453.0,2.066,127200.0,<1H OCEAN --117.24,33.21,19.0,1872.0,489.0,1859.0,446.0,2.1875,121700.0,<1H OCEAN --117.24,33.21,18.0,1846.0,419.0,1581.0,387.0,3.0982,111300.0,<1H OCEAN --117.24,33.2,25.0,1631.0,415.0,1045.0,386.0,2.4505,147500.0,<1H OCEAN --117.24,33.2,26.0,1701.0,404.0,989.0,367.0,2.5119,171700.0,<1H OCEAN --117.25,33.2,22.0,2361.0,618.0,1472.0,596.0,2.0625,124500.0,<1H OCEAN --117.25,33.2,10.0,2050.0,473.0,1302.0,471.0,2.7961,131300.0,<1H OCEAN --117.25,33.21,13.0,1203.0,292.0,1035.0,293.0,2.6339,117000.0,<1H OCEAN --117.23,33.21,21.0,1934.0,386.0,861.0,381.0,3.6181,213800.0,<1H OCEAN --117.22,33.21,19.0,4400.0,828.0,1901.0,735.0,3.6375,198800.0,<1H OCEAN --117.22,33.2,31.0,1736.0,277.0,801.0,292.0,4.4844,205500.0,<1H OCEAN --117.23,33.2,29.0,3372.0,720.0,1770.0,693.0,3.5109,166000.0,<1H OCEAN --117.23,33.2,21.0,2284.0,360.0,999.0,356.0,4.8929,212500.0,<1H OCEAN --117.21,33.2,22.0,3337.0,518.0,1288.0,466.0,5.04,253700.0,<1H OCEAN --117.22,33.19,16.0,3004.0,656.0,1948.0,606.0,2.7019,216900.0,<1H OCEAN --117.27,33.18,4.0,3371.0,773.0,1481.0,627.0,2.9133,215700.0,NEAR OCEAN --117.26,33.19,4.0,2342.0,595.0,1518.0,545.0,2.9469,216100.0,NEAR OCEAN --117.26,33.19,2.0,2629.0,509.0,1044.0,522.0,4.2361,158500.0,NEAR OCEAN --117.25,33.19,18.0,1891.0,306.0,830.0,279.0,4.5764,207000.0,<1H OCEAN --117.24,33.19,19.0,1569.0,351.0,1035.0,352.0,2.9191,159400.0,<1H OCEAN --117.23,33.19,22.0,2554.0,447.0,1147.0,422.0,3.6346,192500.0,<1H OCEAN --117.24,33.18,19.0,3337.0,565.0,1646.0,554.0,5.0195,200200.0,<1H OCEAN --117.3,33.17,6.0,7880.0,1533.0,3760.0,1460.0,4.1807,182600.0,NEAR OCEAN --117.32,33.17,18.0,2143.0,299.0,828.0,283.0,4.2383,239000.0,NEAR OCEAN --117.31,33.17,7.0,2349.0,312.0,809.0,282.0,5.552,283900.0,NEAR OCEAN --117.31,33.16,4.0,5846.0,894.0,2282.0,801.0,5.5956,247800.0,NEAR OCEAN --117.31,33.16,17.0,1704.0,263.0,781.0,281.0,5.6605,224400.0,NEAR OCEAN --117.29,33.18,15.0,3780.0,792.0,1632.0,721.0,2.7644,111400.0,NEAR OCEAN --117.29,33.18,17.0,821.0,176.0,436.0,168.0,3.1667,160600.0,NEAR OCEAN --117.28,33.18,16.0,3002.0,591.0,842.0,538.0,2.1205,157300.0,NEAR OCEAN --117.28,33.18,14.0,676.0,118.0,384.0,126.0,6.2096,178100.0,NEAR OCEAN --117.26,33.18,9.0,4540.0,793.0,2235.0,746.0,4.5781,225600.0,NEAR OCEAN --117.27,33.15,4.0,23915.0,4135.0,10877.0,3958.0,4.6357,244900.0,NEAR OCEAN --117.29,33.15,11.0,2560.0,445.0,952.0,448.0,4.0625,87500.0,NEAR OCEAN --117.24,33.17,4.0,9998.0,1874.0,3925.0,1672.0,4.2826,237500.0,<1H OCEAN --117.22,33.17,6.0,1487.0,362.0,810.0,322.0,3.625,135700.0,<1H OCEAN --117.23,33.16,4.0,3066.0,625.0,1164.0,582.0,4.0,228100.0,NEAR OCEAN --117.23,33.16,2.0,4624.0,946.0,2091.0,808.0,3.6736,214500.0,NEAR OCEAN --117.22,33.18,13.0,4273.0,886.0,2328.0,801.0,3.3444,183900.0,<1H OCEAN --117.21,33.17,16.0,1787.0,361.0,1446.0,362.0,3.75,163800.0,<1H OCEAN --117.21,33.19,21.0,3765.0,612.0,1722.0,593.0,4.8152,218500.0,<1H OCEAN --117.19,33.18,7.0,3561.0,722.0,1921.0,657.0,4.1128,209700.0,<1H OCEAN --117.21,33.16,13.0,2937.0,698.0,1246.0,579.0,2.6487,196000.0,<1H OCEAN --117.2,33.16,13.0,4503.0,1137.0,3094.0,1091.0,2.3159,91600.0,<1H OCEAN --117.2,33.15,11.0,4091.0,864.0,1927.0,765.0,3.0139,199000.0,<1H OCEAN --117.2,33.14,19.0,2025.0,414.0,1663.0,403.0,3.8147,139200.0,<1H OCEAN --117.22,33.14,5.0,4576.0,848.0,2314.0,705.0,5.0123,210400.0,NEAR OCEAN --117.21,33.14,12.0,4839.0,954.0,1708.0,952.0,2.8586,163300.0,<1H OCEAN --117.21,33.13,15.0,1889.0,368.0,754.0,409.0,2.2278,132800.0,NEAR OCEAN --117.17,33.18,25.0,596.0,115.0,426.0,137.0,3.0221,214300.0,<1H OCEAN --117.18,33.16,15.0,5923.0,1206.0,3943.0,1006.0,3.1793,159900.0,<1H OCEAN --117.15,33.16,5.0,4750.0,962.0,2726.0,905.0,3.5839,158500.0,<1H OCEAN --117.14,33.16,16.0,1660.0,,733.0,214.0,5.6874,202700.0,<1H OCEAN --117.13,33.15,15.0,2241.0,381.0,997.0,390.0,3.4833,193200.0,<1H OCEAN --117.14,33.15,17.0,1149.0,182.0,702.0,192.0,5.5696,168400.0,<1H OCEAN --117.14,33.15,16.0,1129.0,198.0,758.0,178.0,5.0346,174600.0,<1H OCEAN --117.15,33.14,15.0,1070.0,208.0,470.0,217.0,2.3062,158900.0,<1H OCEAN --117.13,33.15,16.0,3907.0,671.0,1759.0,663.0,3.1776,172600.0,<1H OCEAN --117.13,33.14,16.0,1649.0,278.0,993.0,277.0,4.8526,170700.0,<1H OCEAN --117.13,33.14,5.0,2618.0,539.0,1320.0,512.0,4.1053,171400.0,<1H OCEAN --117.12,33.14,16.0,1710.0,272.0,1025.0,267.0,4.1641,163600.0,<1H OCEAN --117.12,33.14,12.0,2363.0,408.0,1211.0,396.0,3.8967,172600.0,<1H OCEAN --117.13,33.14,12.0,2258.0,456.0,1147.0,433.0,4.0495,153900.0,<1H OCEAN --117.19,33.14,12.0,3652.0,923.0,1677.0,728.0,2.3267,92000.0,<1H OCEAN --117.18,33.15,7.0,6225.0,1683.0,5410.0,1580.0,2.32,117500.0,<1H OCEAN --117.21,33.13,19.0,3068.0,596.0,912.0,554.0,3.775,168000.0,NEAR OCEAN --117.2,33.12,18.0,4372.0,736.0,1473.0,675.0,5.1194,247800.0,NEAR OCEAN --117.21,33.12,4.0,3261.0,689.0,926.0,561.0,4.3672,258900.0,NEAR OCEAN --117.18,33.11,16.0,3470.0,601.0,1197.0,552.0,5.1814,279900.0,NEAR OCEAN --117.25,33.12,8.0,8552.0,1437.0,3335.0,1323.0,5.311,255800.0,NEAR OCEAN --117.24,33.11,10.0,3487.0,545.0,1410.0,557.0,6.0336,240300.0,NEAR OCEAN --117.23,33.1,4.0,1862.0,291.0,685.0,248.0,7.745,237400.0,NEAR OCEAN --117.25,33.1,14.0,3676.0,720.0,1176.0,614.0,3.9464,171900.0,NEAR OCEAN --117.26,33.09,22.0,2398.0,407.0,349.0,169.0,7.0423,500001.0,NEAR OCEAN --117.26,33.09,13.0,3730.0,761.0,1335.0,603.0,4.1667,227100.0,NEAR OCEAN --117.23,33.09,7.0,5320.0,855.0,2015.0,768.0,6.3373,279600.0,NEAR OCEAN --117.25,33.08,13.0,3651.0,465.0,1311.0,435.0,7.5402,340300.0,NEAR OCEAN --117.25,33.08,14.0,7208.0,1012.0,3097.0,1014.0,6.617,285200.0,NEAR OCEAN --117.26,33.08,12.0,5080.0,814.0,1958.0,716.0,5.3905,299600.0,NEAR OCEAN --117.09,33.13,9.0,5685.0,1442.0,3773.0,1250.0,3.0426,129900.0,<1H OCEAN --117.08,33.14,15.0,1497.0,250.0,827.0,239.0,4.3846,154200.0,<1H OCEAN --117.08,33.14,11.0,1430.0,292.0,921.0,294.0,4.2357,160900.0,<1H OCEAN --117.07,33.14,16.0,2546.0,429.0,1683.0,408.0,4.7426,160600.0,<1H OCEAN --117.07,33.15,17.0,1893.0,297.0,936.0,287.0,5.1842,157700.0,<1H OCEAN --117.06,33.15,24.0,2155.0,379.0,1158.0,360.0,4.7941,147500.0,<1H OCEAN --117.11,33.19,15.0,3154.0,488.0,1656.0,429.0,5.0461,222400.0,<1H OCEAN --117.03,33.18,17.0,5391.0,886.0,2732.0,830.0,5.1771,212800.0,<1H OCEAN --117.06,33.17,4.0,5465.0,974.0,2844.0,950.0,4.4477,174800.0,<1H OCEAN --117.1,33.17,12.0,2465.0,412.0,1226.0,428.0,5.4819,183800.0,<1H OCEAN --117.08,33.16,11.0,6341.0,1030.0,2697.0,977.0,4.8554,206700.0,<1H OCEAN --117.07,33.15,15.0,2994.0,522.0,1231.0,503.0,3.2024,180400.0,<1H OCEAN --117.08,33.14,19.0,2629.0,494.0,1444.0,503.0,3.5462,156800.0,<1H OCEAN --117.09,33.15,13.0,3958.0,865.0,1981.0,840.0,3.4764,137500.0,<1H OCEAN --117.07,33.13,17.0,6817.0,1632.0,4526.0,1474.0,2.6152,135300.0,<1H OCEAN --117.07,33.13,33.0,555.0,165.0,612.0,176.0,2.1786,137500.0,<1H OCEAN --117.06,33.14,27.0,3819.0,674.0,2447.0,717.0,3.8185,137200.0,<1H OCEAN --117.05,33.13,20.0,7746.0,2035.0,5370.0,1838.0,2.3762,98500.0,<1H OCEAN --117.04,33.15,15.0,13814.0,2888.0,6583.0,2789.0,2.8247,150000.0,<1H OCEAN --117.05,33.14,16.0,4552.0,1166.0,2737.0,1051.0,2.25,136300.0,<1H OCEAN --117.06,33.13,12.0,8742.0,2114.0,4854.0,1957.0,2.8015,143500.0,<1H OCEAN --117.08,33.13,17.0,8466.0,2628.0,7014.0,2267.0,2.1437,113700.0,<1H OCEAN --117.08,33.12,43.0,107.0,44.0,107.0,48.0,0.7054,137500.0,<1H OCEAN --117.11,33.15,14.0,8374.0,1407.0,2916.0,1295.0,4.7019,191100.0,<1H OCEAN --117.1,33.15,5.0,3159.0,685.0,1398.0,581.0,3.1467,161100.0,<1H OCEAN --117.12,33.15,7.0,2810.0,464.0,1564.0,457.0,4.4655,182800.0,<1H OCEAN --117.14,33.18,11.0,5546.0,974.0,2300.0,970.0,3.7109,199800.0,<1H OCEAN --117.1,33.14,7.0,10665.0,2576.0,4917.0,2424.0,2.3171,159500.0,<1H OCEAN --117.11,33.14,10.0,3208.0,636.0,1395.0,582.0,3.4455,190500.0,<1H OCEAN --117.14,33.12,7.0,6126.0,1032.0,2662.0,923.0,4.9005,264000.0,<1H OCEAN --117.13,33.13,17.0,3164.0,652.0,1123.0,699.0,2.082,80000.0,<1H OCEAN --117.11,33.12,46.0,52.0,13.0,59.0,13.0,3.875,200000.0,<1H OCEAN --117.1,33.12,12.0,961.0,342.0,315.0,201.0,0.813,275000.0,<1H OCEAN --117.11,33.11,17.0,2641.0,627.0,1167.0,647.0,2.2875,132400.0,<1H OCEAN --117.14,33.07,12.0,9302.0,1603.0,4074.0,1504.0,4.3513,199600.0,<1H OCEAN --117.12,33.07,45.0,1032.0,235.0,363.0,177.0,3.6389,186600.0,<1H OCEAN --117.1,33.07,16.0,2402.0,336.0,1080.0,365.0,8.6803,347300.0,<1H OCEAN --117.07,33.07,8.0,2756.0,343.0,1045.0,340.0,8.5957,444100.0,<1H OCEAN --117.1,33.09,5.0,12045.0,2162.0,5640.0,1997.0,4.4375,353000.0,<1H OCEAN --117.08,33.08,23.0,3400.0,501.0,1383.0,488.0,4.9844,249100.0,<1H OCEAN --117.09,33.1,21.0,2876.0,539.0,1387.0,499.0,3.8292,177000.0,<1H OCEAN --117.08,33.09,23.0,3792.0,624.0,1988.0,658.0,4.7566,178300.0,<1H OCEAN --117.09,33.12,11.0,567.0,184.0,620.0,163.0,2.5284,122500.0,<1H OCEAN --117.08,33.11,31.0,1356.0,324.0,1301.0,331.0,2.5331,115100.0,<1H OCEAN --117.08,33.11,28.0,2094.0,585.0,1556.0,563.0,2.2,127700.0,<1H OCEAN --117.09,33.11,32.0,1713.0,321.0,891.0,286.0,3.1429,171600.0,<1H OCEAN --117.08,33.12,37.0,1060.0,268.0,823.0,229.0,1.8363,145500.0,<1H OCEAN --117.07,33.11,31.0,2055.0,473.0,1326.0,427.0,3.0915,139900.0,<1H OCEAN --117.08,33.11,31.0,1832.0,444.0,1669.0,463.0,2.2146,116700.0,<1H OCEAN --117.08,33.12,33.0,674.0,208.0,565.0,188.0,1.875,114300.0,<1H OCEAN --117.07,33.12,21.0,4578.0,927.0,2818.0,900.0,3.1458,187700.0,<1H OCEAN --117.07,33.12,32.0,2474.0,499.0,1224.0,461.0,2.7216,146300.0,<1H OCEAN --117.07,33.12,12.0,2453.0,599.0,1251.0,529.0,2.4122,127000.0,<1H OCEAN --117.07,33.11,17.0,5565.0,1237.0,3004.0,1139.0,3.0054,142300.0,<1H OCEAN --117.06,33.09,11.0,7483.0,1276.0,3516.0,1261.0,4.0484,262500.0,<1H OCEAN --117.03,33.13,15.0,7000.0,1185.0,3555.0,1118.0,4.7022,172800.0,<1H OCEAN --116.97,33.13,10.0,5149.0,851.0,2177.0,783.0,6.7957,287500.0,<1H OCEAN --117.05,33.13,17.0,2385.0,372.0,1118.0,369.0,4.2813,169900.0,<1H OCEAN --117.05,33.11,18.0,4393.0,642.0,2095.0,677.0,5.4786,223500.0,<1H OCEAN --117.05,33.13,22.0,2427.0,390.0,1099.0,362.0,5.2323,167500.0,<1H OCEAN --117.05,33.1,13.0,5516.0,746.0,2119.0,662.0,6.1868,320200.0,<1H OCEAN --117.03,33.12,25.0,3142.0,446.0,1286.0,419.0,5.4663,248300.0,<1H OCEAN --117.04,33.09,16.0,4677.0,581.0,1902.0,566.0,6.1834,335600.0,<1H OCEAN --116.93,33.06,16.0,3490.0,545.0,1628.0,535.0,4.8836,239900.0,<1H OCEAN --116.89,32.99,14.0,2816.0,501.0,1448.0,452.0,5.0278,210900.0,<1H OCEAN --116.95,32.96,18.0,2087.0,353.0,992.0,329.0,4.5,222600.0,<1H OCEAN --116.84,33.08,15.0,2755.0,519.0,1474.0,460.0,4.0408,225900.0,<1H OCEAN --116.77,33.08,13.0,1406.0,260.0,737.0,279.0,5.5842,239100.0,<1H OCEAN --116.78,33.0,7.0,12480.0,1946.0,5102.0,1697.0,5.5102,221000.0,<1H OCEAN --116.84,33.01,5.0,5673.0,855.0,2592.0,797.0,5.4155,199200.0,<1H OCEAN --116.88,33.05,11.0,7217.0,1583.0,4197.0,1502.0,2.8827,166700.0,<1H OCEAN --116.88,33.02,16.0,3204.0,541.0,1818.0,529.0,5.2596,171500.0,<1H OCEAN --116.9,33.03,11.0,3213.0,634.0,1975.0,579.0,3.475,167200.0,<1H OCEAN --116.86,33.05,17.0,9044.0,1689.0,5030.0,1596.0,3.6348,164500.0,<1H OCEAN --116.86,33.02,17.0,401.0,68.0,251.0,69.0,4.6518,170200.0,<1H OCEAN --116.84,33.02,11.0,1227.0,202.0,645.0,198.0,5.6674,209800.0,<1H OCEAN --116.74,33.33,17.0,4190.0,946.0,1802.0,673.0,2.4744,158200.0,INLAND --116.68,33.16,26.0,1820.0,374.0,1001.0,324.0,2.1797,156300.0,INLAND --116.6,33.06,23.0,1731.0,365.0,612.0,258.0,2.7813,172900.0,INLAND --116.58,33.09,36.0,992.0,224.0,334.0,126.0,3.0089,134400.0,INLAND --116.56,33.05,15.0,1985.0,361.0,536.0,209.0,4.125,148200.0,INLAND --116.61,33.04,11.0,2522.0,538.0,616.0,269.0,3.875,198100.0,INLAND --116.66,33.09,24.0,1378.0,272.0,532.0,188.0,1.5909,221900.0,INLAND --116.67,32.97,16.0,349.0,74.0,120.0,43.0,5.359,193800.0,<1H OCEAN --116.52,32.9,18.0,4454.0,852.0,1754.0,656.0,4.57,189900.0,INLAND --116.34,33.36,24.0,2746.0,514.0,731.0,295.0,3.3214,176400.0,INLAND --116.32,33.28,19.0,1791.0,367.0,327.0,185.0,3.3625,100000.0,INLAND --116.26,33.07,17.0,934.0,284.0,452.0,184.0,1.9875,83700.0,INLAND --116.28,32.84,18.0,382.0,128.0,194.0,69.0,2.5179,58800.0,INLAND --116.37,33.19,12.0,4890.0,1152.0,1289.0,570.0,2.5795,98700.0,INLAND --116.58,32.69,19.0,4085.0,876.0,2133.0,718.0,2.919,116500.0,INLAND --116.45,32.65,22.0,2680.0,643.0,1644.0,516.0,2.1949,127100.0,INLAND --116.35,32.74,16.0,2595.0,606.0,1046.0,367.0,1.7137,110700.0,INLAND --116.2,32.64,28.0,1608.0,409.0,567.0,254.0,1.4648,61800.0,INLAND --116.75,32.85,17.0,4863.0,845.0,2266.0,769.0,4.2321,217400.0,<1H OCEAN --116.79,32.84,12.0,4281.0,786.0,1891.0,721.0,3.5769,231800.0,<1H OCEAN --116.76,32.84,16.0,3311.0,702.0,1627.0,624.0,3.1196,187200.0,<1H OCEAN --116.77,32.82,16.0,3688.0,817.0,1969.0,767.0,2.875,222900.0,<1H OCEAN --116.75,32.82,17.0,3348.0,481.0,1222.0,443.0,6.6361,308600.0,<1H OCEAN --116.8,32.8,11.0,3874.0,565.0,1672.0,546.0,6.1481,274600.0,<1H OCEAN --116.62,32.86,18.0,4115.0,847.0,2032.0,745.0,4.0159,169100.0,<1H OCEAN --116.66,32.79,13.0,843.0,,918.0,152.0,6.2152,240600.0,<1H OCEAN --116.87,32.75,15.0,2053.0,321.0,993.0,309.0,5.5164,248900.0,<1H OCEAN --116.91,32.73,8.0,4630.0,624.0,2048.0,575.0,6.4745,300300.0,<1H OCEAN --116.87,32.72,13.0,3268.0,491.0,1431.0,503.0,5.7652,259900.0,<1H OCEAN --116.89,32.67,9.0,2652.0,393.0,1355.0,362.0,6.2578,293100.0,<1H OCEAN --116.76,32.74,14.0,4085.0,751.0,2129.0,688.0,4.7367,214500.0,<1H OCEAN --116.79,32.61,19.0,2652.0,520.0,1421.0,491.0,3.5227,206100.0,<1H OCEAN --122.41,37.81,25.0,1178.0,545.0,592.0,441.0,3.6728,500001.0,NEAR BAY --122.41,37.81,31.0,3991.0,1311.0,2305.0,1201.0,1.8981,500001.0,NEAR BAY --122.42,37.81,52.0,1314.0,317.0,473.0,250.0,4.3472,500001.0,NEAR BAY --122.42,37.8,52.0,2852.0,581.0,838.0,510.0,8.0755,500001.0,NEAR BAY --122.42,37.8,52.0,4985.0,1355.0,1848.0,1255.0,4.9211,500001.0,NEAR BAY --122.42,37.8,50.0,2494.0,731.0,958.0,712.0,3.2356,500001.0,NEAR BAY --122.42,37.8,52.0,741.0,170.0,277.0,165.0,4.4712,500001.0,NEAR BAY --122.41,37.8,52.0,2583.0,672.0,1335.0,613.0,3.1477,500001.0,NEAR BAY --122.41,37.8,52.0,2618.0,611.0,1328.0,559.0,4.1607,350000.0,NEAR BAY --122.41,37.8,52.0,3278.0,775.0,1279.0,709.0,5.4378,500001.0,NEAR BAY --122.41,37.8,52.0,812.0,252.0,629.0,247.0,2.5875,500001.0,NEAR BAY --122.41,37.8,52.0,4088.0,946.0,1906.0,863.0,3.6065,433300.0,NEAR BAY --122.41,37.8,52.0,1288.0,309.0,437.0,272.0,6.3245,500001.0,NEAR BAY --122.4,37.8,52.0,1860.0,575.0,679.0,448.0,4.775,500001.0,NEAR BAY --122.4,37.8,52.0,2094.0,568.0,920.0,503.0,4.2015,412500.0,NEAR BAY --122.4,37.81,12.0,1349.0,349.0,536.0,334.0,7.7852,250000.0,NEAR BAY --122.41,37.8,52.0,2450.0,741.0,1415.0,664.0,2.8229,375000.0,NEAR BAY --122.4,37.8,52.0,1642.0,570.0,1432.0,513.0,1.9063,300000.0,NEAR BAY --122.41,37.8,52.0,1394.0,395.0,1700.0,400.0,2.75,168800.0,NEAR BAY --122.41,37.8,52.0,1724.0,416.0,1016.0,395.0,3.3839,400000.0,NEAR BAY --122.41,37.8,52.0,1866.0,748.0,2957.0,710.0,1.8295,243800.0,NEAR BAY --122.41,37.8,30.0,1821.0,738.0,1648.0,684.0,0.8836,450000.0,NEAR BAY --122.41,37.8,52.0,3697.0,837.0,1446.0,711.0,5.866,500001.0,NEAR BAY --122.41,37.8,52.0,2892.0,751.0,1785.0,733.0,3.5746,350000.0,NEAR BAY --122.41,37.79,52.0,3598.0,1011.0,2062.0,966.0,2.9871,380000.0,NEAR BAY --122.42,37.8,52.0,2797.0,685.0,1156.0,651.0,4.3472,500001.0,NEAR BAY --122.42,37.8,52.0,3823.0,1040.0,1830.0,977.0,4.2458,450000.0,NEAR BAY --122.42,37.8,52.0,3321.0,1115.0,1576.0,1034.0,2.0987,458300.0,NEAR BAY --122.42,37.8,52.0,1777.0,486.0,932.0,427.0,3.3643,420000.0,NEAR BAY --122.42,37.8,52.0,3067.0,870.0,2122.0,850.0,2.5603,287500.0,NEAR BAY --122.42,37.79,52.0,3457.0,1021.0,2286.0,994.0,2.565,225000.0,NEAR BAY --122.42,37.79,52.0,3364.0,1100.0,2112.0,1045.0,2.1343,400000.0,NEAR BAY --122.42,37.79,52.0,3511.0,1232.0,2452.0,1131.0,2.5013,275000.0,NEAR BAY --122.41,37.79,52.0,2909.0,851.0,1711.0,830.0,3.0296,500001.0,NEAR BAY --122.41,37.79,52.0,3302.0,869.0,1178.0,727.0,3.3681,500001.0,NEAR BAY --122.41,37.79,52.0,2161.0,544.0,904.0,431.0,3.5066,350000.0,NEAR BAY --122.41,37.8,52.0,1999.0,642.0,1846.0,620.0,1.9145,225000.0,NEAR BAY --122.41,37.79,52.0,2302.0,938.0,1515.0,861.0,1.3668,55000.0,NEAR BAY --122.41,37.8,52.0,3260.0,1535.0,3260.0,1457.0,0.9,500001.0,NEAR BAY --122.39,37.8,25.0,4561.0,1474.0,1525.0,1169.0,4.5581,500001.0,NEAR BAY --122.4,37.79,52.0,1185.0,660.0,1007.0,623.0,1.4552,450000.0,NEAR BAY --122.41,37.79,52.0,1436.0,738.0,1688.0,662.0,1.5156,237500.0,NEAR BAY --122.41,37.79,52.0,3610.0,1286.0,1504.0,1047.0,3.2059,500001.0,NEAR BAY --122.41,37.79,52.0,6016.0,2509.0,3436.0,2119.0,2.5166,275000.0,NEAR BAY --122.42,37.79,52.0,2737.0,1241.0,1761.0,1029.0,1.8068,225000.0,NEAR BAY --122.41,37.79,52.0,5783.0,2747.0,4518.0,2538.0,1.724,225000.0,NEAR BAY --122.42,37.78,26.0,812.0,507.0,628.0,445.0,2.3304,500001.0,NEAR BAY --122.42,37.78,27.0,1728.0,884.0,1211.0,752.0,0.8543,500001.0,NEAR BAY --122.43,37.81,39.0,3275.0,837.0,1137.0,725.0,3.7679,500001.0,NEAR BAY --122.44,37.8,52.0,3830.0,,1310.0,963.0,3.4801,500001.0,NEAR BAY --122.44,37.8,52.0,1724.0,412.0,540.0,319.0,4.2857,500001.0,NEAR BAY --122.43,37.81,52.0,4309.0,942.0,1297.0,798.0,4.6781,500001.0,NEAR BAY --122.45,37.81,52.0,1375.0,322.0,287.0,184.0,3.9028,500001.0,NEAR BAY --122.44,37.8,52.0,2869.0,594.0,500.0,335.0,5.0376,500001.0,NEAR BAY --122.44,37.8,52.0,3257.0,735.0,1045.0,620.0,4.5523,500001.0,NEAR BAY --122.44,37.8,52.0,1580.0,470.0,714.0,448.0,3.2447,500001.0,NEAR BAY --122.44,37.8,52.0,1006.0,291.0,445.0,257.0,2.7717,500000.0,NEAR BAY --122.44,37.8,52.0,3149.0,719.0,1145.0,658.0,4.625,500001.0,NEAR BAY --122.44,37.8,52.0,3161.0,472.0,842.0,410.0,7.9761,500001.0,NEAR BAY --122.44,37.8,52.0,2865.0,593.0,1029.0,577.0,5.2539,500001.0,NEAR BAY --122.44,37.8,52.0,1603.0,487.0,727.0,464.0,3.9856,500001.0,NEAR BAY --122.43,37.8,52.0,3172.0,848.0,1259.0,806.0,4.1047,466700.0,NEAR BAY --122.43,37.8,52.0,2788.0,813.0,1302.0,764.0,4.199,400000.0,NEAR BAY --122.43,37.8,52.0,2994.0,821.0,1240.0,779.0,3.3715,500000.0,NEAR BAY --122.43,37.8,52.0,1976.0,726.0,1045.0,669.0,3.6893,475000.0,NEAR BAY --122.43,37.8,52.0,1006.0,251.0,349.0,233.0,3.2235,500000.0,NEAR BAY --122.43,37.8,52.0,1380.0,322.0,553.0,288.0,4.0417,500001.0,NEAR BAY --122.42,37.8,52.0,2657.0,772.0,1014.0,685.0,4.038,500001.0,NEAR BAY --122.43,37.8,52.0,2696.0,572.0,925.0,552.0,5.0365,500000.0,NEAR BAY --122.43,37.8,52.0,2520.0,649.0,959.0,607.0,5.7934,500001.0,NEAR BAY --122.43,37.8,52.0,2802.0,622.0,954.0,572.0,4.5399,500001.0,NEAR BAY --122.42,37.8,52.0,4079.0,1112.0,1466.0,1024.0,4.5913,500001.0,NEAR BAY --122.42,37.79,48.0,4506.0,1342.0,1980.0,1239.0,4.0156,500001.0,NEAR BAY --122.43,37.79,52.0,3565.0,892.0,1377.0,852.0,3.8068,500001.0,NEAR BAY --122.43,37.79,52.0,3486.0,847.0,1248.0,813.0,7.2623,500001.0,NEAR BAY --122.43,37.79,52.0,6186.0,1566.0,2065.0,1374.0,5.8543,500001.0,NEAR BAY --122.44,37.79,52.0,1979.0,359.0,648.0,370.0,5.3124,500001.0,NEAR BAY --122.44,37.79,52.0,1335.0,151.0,402.0,157.0,10.8783,500001.0,NEAR BAY --122.44,37.79,52.0,2045.0,353.0,722.0,327.0,8.0755,500001.0,NEAR BAY --122.44,37.79,52.0,1447.0,186.0,483.0,181.0,15.0001,500001.0,NEAR BAY --122.45,37.79,52.0,2196.0,280.0,668.0,291.0,10.0914,500001.0,NEAR BAY --122.45,37.79,52.0,3069.0,579.0,1107.0,536.0,5.5634,500001.0,NEAR BAY --122.45,37.79,52.0,1734.0,482.0,731.0,429.0,1.4804,425000.0,NEAR BAY --122.45,37.79,52.0,1457.0,215.0,495.0,208.0,10.7097,500001.0,NEAR BAY --122.46,37.79,52.0,899.0,96.0,304.0,110.0,14.2959,500001.0,NEAR BAY --122.46,37.79,52.0,2106.0,373.0,743.0,348.0,5.2909,500001.0,NEAR BAY --122.44,37.79,52.0,1817.0,535.0,800.0,487.0,3.975,500001.0,NEAR BAY --122.44,37.79,52.0,3640.0,840.0,1525.0,796.0,4.4375,500001.0,NEAR BAY --122.44,37.79,52.0,3785.0,808.0,1371.0,799.0,6.4209,500001.0,NEAR BAY --122.43,37.79,52.0,3522.0,938.0,1319.0,887.0,4.3986,500001.0,NEAR BAY --122.43,37.79,52.0,3219.0,969.0,1152.0,830.0,4.2042,500001.0,NEAR BAY --122.42,37.79,52.0,2511.0,895.0,1202.0,804.0,2.6607,87500.0,NEAR BAY --122.42,37.79,6.0,670.0,301.0,655.0,284.0,3.4423,117500.0,NEAR BAY --122.43,37.79,50.0,3312.0,1095.0,1475.0,997.0,2.7165,500001.0,NEAR BAY --122.43,37.79,52.0,3020.0,842.0,1294.0,769.0,3.4375,500001.0,NEAR BAY --122.43,37.79,25.0,1637.0,394.0,649.0,379.0,5.0049,460000.0,NEAR BAY --122.44,37.79,52.0,1903.0,461.0,831.0,433.0,4.4464,500001.0,NEAR BAY --122.44,37.79,52.0,2083.0,491.0,1224.0,483.0,4.0882,468800.0,NEAR BAY --122.44,37.79,52.0,1726.0,384.0,614.0,356.0,3.6812,500000.0,NEAR BAY --122.44,37.78,52.0,2695.0,657.0,1243.0,573.0,2.8569,372200.0,NEAR BAY --122.45,37.78,45.0,2747.0,699.0,1320.0,693.0,3.1576,333300.0,NEAR BAY --122.45,37.79,46.0,2009.0,464.0,761.0,453.0,3.7188,500001.0,NEAR BAY --122.45,37.78,52.0,3975.0,716.0,1515.0,691.0,5.0156,500001.0,NEAR BAY --122.43,37.79,24.0,2459.0,1001.0,1362.0,957.0,2.6782,450000.0,NEAR BAY --122.43,37.78,10.0,2380.0,843.0,1245.0,789.0,1.3062,220000.0,NEAR BAY --122.44,37.78,39.0,1181.0,310.0,901.0,281.0,1.4866,237500.0,NEAR BAY --122.45,37.78,52.0,1345.0,291.0,560.0,294.0,3.7159,494400.0,NEAR BAY --122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,355300.0,NEAR BAY --122.46,37.78,47.0,1682.0,379.0,837.0,375.0,5.2806,400000.0,NEAR BAY --122.44,37.78,37.0,1235.0,314.0,481.0,297.0,3.6875,492300.0,NEAR BAY --122.44,37.78,52.0,3510.0,791.0,1703.0,657.0,2.8654,280000.0,NEAR BAY --122.44,37.78,44.0,1545.0,334.0,561.0,326.0,3.875,412500.0,NEAR BAY --122.45,37.78,43.0,1452.0,397.0,897.0,393.0,4.1319,322700.0,NEAR BAY --122.45,37.78,48.0,1013.0,194.0,464.0,205.0,3.2011,428300.0,NEAR BAY --122.45,37.78,52.0,2033.0,438.0,2198.0,418.0,3.6667,418400.0,NEAR BAY --122.44,37.78,16.0,883.0,236.0,601.0,219.0,2.151,146900.0,NEAR BAY --122.43,37.78,49.0,2246.0,587.0,1277.0,546.0,2.9792,350000.0,NEAR BAY --122.44,37.78,52.0,3017.0,851.0,1588.0,800.0,3.3882,471400.0,NEAR BAY --122.44,37.78,52.0,2747.0,736.0,1309.0,653.0,2.943,341700.0,NEAR BAY --122.44,37.78,52.0,1118.0,279.0,514.0,284.0,2.4196,346200.0,NEAR BAY --122.44,37.78,31.0,1364.0,386.0,707.0,379.0,3.1607,293800.0,NEAR BAY --122.43,37.78,26.0,3587.0,1034.0,1821.0,936.0,2.6392,287500.0,NEAR BAY --122.43,37.78,2.0,1205.0,468.0,577.0,363.0,3.6437,275000.0,NEAR BAY --122.42,37.78,19.0,4065.0,1645.0,2079.0,1470.0,3.1462,187500.0,NEAR BAY --122.42,37.78,17.0,1257.0,339.0,1093.0,384.0,1.8438,72500.0,NEAR BAY --122.43,37.78,17.0,2728.0,908.0,1670.0,893.0,1.077,115000.0,NEAR BAY --122.43,37.78,24.0,2037.0,696.0,1371.0,585.0,0.9355,112500.0,NEAR BAY --122.42,37.78,52.0,989.0,425.0,634.0,341.0,2.4414,275000.0,NEAR BAY --122.42,37.78,52.0,1254.0,469.0,895.0,456.0,2.1516,187500.0,NEAR BAY --122.43,37.78,29.0,1310.0,364.0,1009.0,379.0,1.3844,177500.0,NEAR BAY --122.43,37.78,52.0,1952.0,628.0,1284.0,576.0,2.105,316700.0,NEAR BAY --122.43,37.78,52.0,4014.0,1069.0,2070.0,927.0,2.8202,442900.0,NEAR BAY --122.43,37.77,52.0,3944.0,1072.0,1913.0,973.0,2.9567,425000.0,NEAR BAY --122.44,37.78,52.0,2911.0,753.0,1696.0,676.0,2.5721,475000.0,NEAR BAY --122.44,37.77,52.0,2705.0,647.0,1355.0,628.0,2.0161,364300.0,NEAR BAY --122.45,37.77,52.0,2339.0,548.0,1090.0,507.0,3.3679,350000.0,NEAR BAY --122.45,37.77,52.0,3188.0,708.0,1526.0,664.0,3.3068,500001.0,NEAR BAY --122.45,37.77,52.0,1722.0,465.0,885.0,437.0,3.0906,500001.0,NEAR BAY --122.44,37.77,52.0,3475.0,807.0,1518.0,777.0,3.6186,500001.0,NEAR BAY --122.45,37.77,52.0,2296.0,509.0,1039.0,472.0,4.1417,500000.0,NEAR BAY --122.45,37.77,52.0,2191.0,627.0,1100.0,585.0,3.0409,500000.0,NEAR BAY --122.45,37.77,52.0,2645.0,626.0,1275.0,553.0,3.35,492900.0,NEAR BAY --122.43,37.77,52.0,3563.0,832.0,1712.0,787.0,3.3702,335700.0,NEAR BAY --122.43,37.77,52.0,1760.0,366.0,742.0,318.0,4.445,400000.0,NEAR BAY --122.44,37.77,52.0,2002.0,520.0,939.0,501.0,3.2239,488900.0,NEAR BAY --122.44,37.77,52.0,2994.0,736.0,1428.0,700.0,3.0766,438900.0,NEAR BAY --122.42,37.77,52.0,1086.0,349.0,589.0,361.0,2.5186,250000.0,NEAR BAY --122.42,37.77,52.0,1925.0,568.0,867.0,515.0,2.879,450000.0,NEAR BAY --122.43,37.77,52.0,1567.0,482.0,654.0,425.0,2.6914,366700.0,NEAR BAY --122.43,37.77,52.0,2514.0,729.0,1428.0,597.0,2.3977,412500.0,NEAR BAY --122.43,37.77,52.0,2416.0,620.0,1188.0,591.0,2.3887,337500.0,NEAR BAY --122.43,37.77,52.0,1862.0,472.0,872.0,471.0,3.2981,222700.0,NEAR BAY --122.43,37.77,52.0,4397.0,1116.0,1939.0,1053.0,2.7587,354500.0,NEAR BAY --122.43,37.77,52.0,2685.0,629.0,1170.0,614.0,3.6894,418800.0,NEAR BAY --122.44,37.77,52.0,2537.0,559.0,849.0,530.0,5.1788,476900.0,NEAR BAY --122.44,37.77,52.0,5604.0,1268.0,2023.0,1196.0,4.4085,400000.0,NEAR BAY --122.44,37.76,38.0,2202.0,452.0,833.0,435.0,6.8939,455900.0,NEAR BAY --122.44,37.77,52.0,3225.0,667.0,1494.0,619.0,4.4875,500001.0,NEAR BAY --122.44,37.77,52.0,3505.0,745.0,1374.0,714.0,4.3667,500001.0,NEAR BAY --122.45,37.76,50.0,2518.0,507.0,979.0,516.0,4.6912,500001.0,NEAR BAY --122.45,37.76,52.0,1457.0,292.0,621.0,315.0,4.6477,450000.0,NEAR BAY --122.45,37.77,52.0,3095.0,682.0,1269.0,639.0,3.575,500001.0,NEAR BAY --122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,500001.0,NEAR BAY --122.41,37.78,52.0,1928.0,836.0,2124.0,739.0,1.1185,55000.0,NEAR BAY --122.41,37.78,52.0,1534.0,763.0,1520.0,614.0,1.4554,375000.0,NEAR BAY --122.41,37.78,52.0,254.0,72.0,153.0,29.0,3.8625,350000.0,NEAR BAY --122.41,37.77,52.0,361.0,76.0,168.0,55.0,3.2292,275000.0,NEAR BAY --122.41,37.77,52.0,1963.0,565.0,1628.0,524.0,2.6083,193800.0,NEAR BAY --122.4,37.78,32.0,352.0,132.0,313.0,105.0,2.5742,350000.0,NEAR BAY --122.41,37.77,52.0,849.0,276.0,582.0,222.0,3.4671,250000.0,NEAR BAY --122.41,37.78,52.0,1014.0,422.0,1055.0,382.0,1.8519,32500.0,NEAR BAY --122.39,37.78,3.0,3464.0,1179.0,1441.0,919.0,4.7105,275000.0,NEAR BAY --122.39,37.78,5.0,1405.0,515.0,725.0,392.0,3.6037,187500.0,NEAR BAY --122.39,37.79,52.0,94.0,24.0,113.0,27.0,4.6563,350000.0,NEAR BAY --122.37,37.81,26.0,5416.0,1045.0,4531.0,962.0,2.7909,250000.0,NEAR BAY --122.4,37.78,52.0,464.0,202.0,286.0,148.0,1.6125,112500.0,NEAR BAY --122.4,37.77,52.0,144.0,63.0,1061.0,68.0,4.3958,225000.0,NEAR BAY --122.42,37.77,52.0,759.0,323.0,421.0,255.0,2.0548,162500.0,NEAR BAY --122.42,37.77,52.0,1176.0,493.0,1136.0,436.0,1.375,312500.0,NEAR BAY --122.42,37.76,37.0,1291.0,588.0,1846.0,557.0,1.3365,225000.0,NEAR BAY --122.42,37.77,52.0,2185.0,656.0,1266.0,626.0,2.7794,350000.0,NEAR BAY --122.42,37.77,52.0,4226.0,1315.0,2619.0,1242.0,2.5755,325000.0,NEAR BAY --122.42,37.76,52.0,3587.0,1030.0,2259.0,979.0,2.5403,250000.0,NEAR BAY --122.43,37.77,52.0,2714.0,779.0,1438.0,733.0,3.6031,275000.0,NEAR BAY --122.43,37.76,52.0,1582.0,353.0,868.0,329.0,3.8261,250000.0,NEAR BAY --122.43,37.76,52.0,2250.0,566.0,1051.0,562.0,2.8458,350000.0,NEAR BAY --122.44,37.76,52.0,2959.0,683.0,1145.0,666.0,4.2222,361600.0,NEAR BAY --122.44,37.76,30.0,5089.0,1210.0,1935.0,1139.0,4.6053,386100.0,NEAR BAY --122.44,37.75,28.0,4930.0,1381.0,2232.0,1321.0,4.3232,316200.0,NEAR BAY --122.44,37.76,35.0,1581.0,422.0,580.0,388.0,4.05,423100.0,NEAR BAY --122.44,37.76,50.0,2589.0,569.0,945.0,544.0,5.2519,376600.0,NEAR BAY --122.45,37.76,51.0,2564.0,457.0,810.0,442.0,5.6235,500001.0,NEAR BAY --122.44,37.76,52.0,1968.0,472.0,784.0,430.0,3.3702,370000.0,NEAR BAY --122.44,37.76,52.0,2110.0,454.0,816.0,438.0,3.9079,370000.0,NEAR BAY --122.44,37.76,52.0,2509.0,496.0,855.0,478.0,5.0731,405400.0,NEAR BAY --122.43,37.76,52.0,3771.0,1017.0,1575.0,921.0,3.5655,427300.0,NEAR BAY --122.43,37.76,52.0,2242.0,459.0,751.0,464.0,4.75,500001.0,NEAR BAY --122.43,37.76,52.0,2356.0,501.0,909.0,481.0,4.2569,455400.0,NEAR BAY --122.43,37.76,52.0,3708.0,849.0,1531.0,822.0,3.3565,386400.0,NEAR BAY --122.42,37.76,52.0,4407.0,1192.0,2280.0,1076.0,3.3937,270000.0,NEAR BAY --122.42,37.76,52.0,4001.0,1084.0,2129.0,1037.0,3.5052,391200.0,NEAR BAY --122.42,37.76,52.0,2088.0,487.0,1082.0,488.0,2.6803,490000.0,NEAR BAY --122.42,37.76,52.0,1190.0,400.0,1270.0,332.0,2.0329,225000.0,NEAR BAY --122.42,37.76,52.0,2038.0,629.0,2007.0,596.0,2.5701,266700.0,NEAR BAY --122.42,37.76,52.0,1494.0,610.0,1630.0,590.0,1.65,265000.0,NEAR BAY --122.42,37.76,46.0,2150.0,817.0,2075.0,807.0,1.3824,212500.0,NEAR BAY --122.42,37.75,52.0,1855.0,611.0,1715.0,614.0,2.1289,250000.0,NEAR BAY --122.42,37.75,52.0,1207.0,302.0,1008.0,269.0,3.3816,262500.0,NEAR BAY --122.42,37.75,52.0,801.0,272.0,639.0,259.0,2.1971,275000.0,NEAR BAY --122.42,37.75,52.0,1609.0,510.0,1155.0,439.0,2.2328,250000.0,NEAR BAY --122.42,37.75,52.0,1974.0,525.0,935.0,465.0,2.7173,300000.0,NEAR BAY --122.42,37.75,52.0,2112.0,528.0,1227.0,513.0,3.5536,400000.0,NEAR BAY --122.42,37.75,52.0,2708.0,762.0,1460.0,741.0,2.9052,400000.0,NEAR BAY --122.42,37.75,52.0,1564.0,396.0,1162.0,374.0,3.0,275000.0,NEAR BAY --122.43,37.75,52.0,2700.0,595.0,1181.0,575.0,3.575,396800.0,NEAR BAY --122.43,37.75,52.0,1970.0,495.0,871.0,474.0,4.0625,355600.0,NEAR BAY --122.43,37.75,52.0,2459.0,507.0,1012.0,475.0,4.0568,387900.0,NEAR BAY --122.43,37.76,52.0,2332.0,434.0,861.0,406.0,4.4318,437500.0,NEAR BAY --122.43,37.75,52.0,2285.0,509.0,839.0,456.0,4.7946,355600.0,NEAR BAY --122.44,37.75,52.0,3114.0,637.0,1144.0,591.0,4.0,375000.0,NEAR BAY --122.44,37.75,52.0,2082.0,425.0,801.0,411.0,4.2708,368900.0,NEAR BAY --122.43,37.75,52.0,2721.0,581.0,1043.0,519.0,3.7545,383700.0,NEAR BAY --122.44,37.75,46.0,1519.0,291.0,573.0,289.0,4.2667,338800.0,NEAR BAY --122.44,37.75,52.0,1573.0,334.0,725.0,338.0,5.0505,380400.0,NEAR BAY --122.43,37.75,52.0,1615.0,393.0,633.0,378.0,3.5114,347500.0,NEAR BAY --122.43,37.75,52.0,3521.0,767.0,1415.0,687.0,4.875,362200.0,NEAR BAY --122.43,37.75,52.0,2960.0,623.0,1191.0,589.0,3.95,347700.0,NEAR BAY --122.42,37.75,52.0,2164.0,533.0,1122.0,469.0,3.2632,306000.0,NEAR BAY --122.42,37.74,52.0,2713.0,624.0,1370.0,594.0,4.6547,325700.0,NEAR BAY --122.42,37.74,52.0,1786.0,427.0,856.0,394.0,3.0833,328100.0,NEAR BAY --122.43,37.74,52.0,2229.0,498.0,1079.0,472.0,5.0196,324300.0,NEAR BAY --122.43,37.75,52.0,2155.0,468.0,962.0,490.0,3.775,325900.0,NEAR BAY --122.43,37.75,40.0,4850.0,977.0,1824.0,952.0,5.0519,356100.0,NEAR BAY --122.44,37.75,21.0,5457.0,1247.0,2304.0,1180.0,4.5469,409700.0,NEAR BAY --122.44,37.74,23.0,6291.0,1269.0,2818.0,1198.0,4.2672,391900.0,NEAR BAY --122.44,37.74,52.0,2074.0,366.0,909.0,394.0,4.8382,294900.0,NEAR BAY --122.44,37.74,23.0,184.0,44.0,118.0,40.0,4.5375,350000.0,NEAR BAY --122.43,37.74,52.0,3328.0,653.0,1260.0,614.0,4.7437,331000.0,NEAR BAY --122.43,37.74,52.0,2637.0,539.0,1159.0,497.0,3.8846,333100.0,NEAR BAY --122.43,37.74,52.0,1514.0,314.0,724.0,301.0,5.3292,300900.0,NEAR BAY --122.43,37.73,52.0,1142.0,224.0,494.0,206.0,5.0602,298900.0,NEAR BAY --122.43,37.73,52.0,1029.0,205.0,461.0,212.0,5.0782,310800.0,NEAR BAY --122.38,37.76,52.0,248.0,68.0,124.0,51.0,1.4886,450000.0,NEAR BAY --122.39,37.76,52.0,624.0,170.0,410.0,148.0,4.0042,208300.0,NEAR BAY --122.39,37.76,52.0,157.0,28.0,88.0,27.0,3.675,162500.0,NEAR BAY --122.39,37.76,52.0,1877.0,427.0,712.0,398.0,3.9722,290900.0,NEAR BAY --122.39,37.76,52.0,2316.0,468.0,1047.0,476.0,4.5057,321600.0,NEAR BAY --122.39,37.76,52.0,3390.0,691.0,1645.0,596.0,3.7051,253700.0,NEAR BAY --122.4,37.75,44.0,6848.0,1584.0,3269.0,1383.0,2.8679,243300.0,NEAR BAY --122.4,37.76,52.0,4265.0,912.0,1555.0,836.0,4.119,298300.0,NEAR BAY --122.4,37.76,52.0,1495.0,311.0,506.0,275.0,4.4375,320000.0,NEAR BAY --122.4,37.76,52.0,1185.0,246.0,480.0,253.0,4.4074,277300.0,NEAR BAY --122.41,37.76,52.0,1427.0,281.0,620.0,236.0,1.9944,262500.0,NEAR BAY --122.4,37.76,52.0,1529.0,385.0,1347.0,348.0,2.9312,239100.0,NEAR BAY --122.41,37.76,52.0,3452.0,784.0,2987.0,753.0,2.8135,260300.0,NEAR BAY --122.41,37.76,52.0,2064.0,496.0,1726.0,466.0,3.4028,233300.0,NEAR BAY --122.41,37.76,52.0,492.0,139.0,316.0,168.0,3.0865,225000.0,NEAR BAY --122.41,37.76,52.0,351.0,81.0,308.0,75.0,2.6667,325000.0,NEAR BAY --122.41,37.76,52.0,2479.0,515.0,1816.0,496.0,3.0774,300000.0,NEAR BAY --122.41,37.76,52.0,2605.0,678.0,2071.0,611.0,3.2964,265000.0,NEAR BAY --122.4,37.75,52.0,1182.0,307.0,1029.0,306.0,2.0577,214600.0,NEAR BAY --122.41,37.75,52.0,1057.0,276.0,837.0,292.0,2.4531,229000.0,NEAR BAY --122.41,37.75,52.0,1919.0,404.0,1483.0,421.0,3.4063,253900.0,NEAR BAY --122.41,37.75,52.0,1892.0,415.0,1442.0,371.0,4.2891,230000.0,NEAR BAY --122.41,37.75,52.0,1678.0,386.0,1220.0,357.0,2.5809,255300.0,NEAR BAY --122.41,37.75,52.0,2164.0,606.0,2034.0,513.0,2.0325,178100.0,NEAR BAY --122.41,37.75,52.0,2452.0,623.0,1932.0,549.0,2.3903,236100.0,NEAR BAY --122.41,37.75,9.0,1282.0,334.0,1176.0,305.0,2.6538,206300.0,NEAR BAY --122.39,37.74,42.0,4110.0,846.0,2147.0,674.0,2.5694,201000.0,NEAR BAY --122.39,37.73,43.0,4864.0,972.0,3134.0,959.0,4.3393,217300.0,NEAR BAY --122.4,37.73,45.0,3490.0,712.0,2337.0,781.0,3.4472,225400.0,NEAR BAY --122.4,37.74,45.0,2462.0,509.0,1587.0,450.0,2.59,211800.0,NEAR BAY --122.38,37.73,18.0,4037.0,990.0,2722.0,834.0,1.4282,140400.0,NEAR BAY --122.38,37.73,15.0,6804.0,1664.0,4737.0,1581.0,1.4133,203400.0,NEAR BAY --122.39,37.74,45.0,1462.0,308.0,924.0,302.0,2.1767,185300.0,NEAR BAY --122.38,37.73,20.0,120.0,27.0,55.0,19.0,2.625,187500.0,NEAR BAY --122.38,37.73,40.0,543.0,,259.0,89.0,2.2167,193800.0,NEAR BAY --122.38,37.73,38.0,1388.0,276.0,871.0,265.0,2.1667,193800.0,NEAR BAY --122.39,37.73,46.0,1517.0,299.0,879.0,309.0,2.2222,195100.0,NEAR BAY --122.39,37.73,52.0,1931.0,329.0,1025.0,293.0,2.9063,192000.0,NEAR BAY --122.39,37.73,52.0,1070.0,224.0,567.0,207.0,2.8603,189000.0,NEAR BAY --122.4,37.73,48.0,1489.0,326.0,1115.0,356.0,2.6364,199300.0,NEAR BAY --122.39,37.72,28.0,1609.0,340.0,1064.0,290.0,1.1125,206300.0,NEAR BAY --122.39,37.72,45.0,2893.0,570.0,1923.0,535.0,3.6607,192300.0,NEAR BAY --122.39,37.72,52.0,135.0,34.0,93.0,26.0,2.1484,181300.0,NEAR BAY --122.41,37.75,52.0,3065.0,622.0,1405.0,606.0,3.7813,275900.0,NEAR BAY --122.41,37.74,38.0,1754.0,382.0,928.0,354.0,4.1417,270800.0,NEAR BAY --122.41,37.74,34.0,1403.0,262.0,839.0,255.0,4.7031,255200.0,NEAR BAY --122.41,37.75,52.0,2524.0,559.0,1430.0,476.0,3.4073,254700.0,NEAR BAY --122.41,37.75,52.0,2515.0,576.0,1209.0,540.0,3.5912,284900.0,NEAR BAY --122.41,37.74,48.0,409.0,86.0,148.0,70.0,3.6687,335000.0,NEAR BAY --122.41,37.74,52.0,831.0,175.0,415.0,159.0,1.9464,249000.0,NEAR BAY --122.41,37.74,52.0,1842.0,339.0,1032.0,357.0,5.5563,250800.0,NEAR BAY --122.42,37.74,52.0,2019.0,418.0,999.0,448.0,4.2212,271300.0,NEAR BAY --122.42,37.74,52.0,1916.0,432.0,889.0,424.0,4.0391,279900.0,NEAR BAY --122.42,37.74,52.0,1674.0,346.0,734.0,335.0,3.8864,281300.0,NEAR BAY --122.42,37.74,52.0,1271.0,353.0,1076.0,324.0,2.9911,263900.0,NEAR BAY --122.42,37.75,52.0,2163.0,607.0,1447.0,546.0,3.3555,275000.0,NEAR BAY --122.41,37.74,43.0,1663.0,330.0,935.0,335.0,4.1552,240900.0,NEAR BAY --122.41,37.74,47.0,1728.0,398.0,1178.0,315.0,3.2813,229600.0,NEAR BAY --122.41,37.74,52.0,2058.0,399.0,1208.0,399.0,3.6429,230000.0,NEAR BAY --122.42,37.73,50.0,3426.0,769.0,2261.0,671.0,2.888,246400.0,NEAR BAY --122.42,37.74,52.0,1651.0,351.0,973.0,366.0,3.4583,240900.0,NEAR BAY --122.42,37.74,52.0,2084.0,550.0,1438.0,516.0,2.3087,258600.0,NEAR BAY --122.42,37.74,52.0,1540.0,370.0,1136.0,363.0,4.3125,243000.0,NEAR BAY --122.42,37.73,52.0,3230.0,654.0,1765.0,611.0,3.3333,292300.0,NEAR BAY --122.43,37.73,52.0,1583.0,347.0,935.0,341.0,4.6786,263200.0,NEAR BAY --122.43,37.73,49.0,1435.0,322.0,1008.0,329.0,4.0,264000.0,NEAR BAY --122.43,37.73,52.0,1386.0,276.0,729.0,274.0,3.6694,275500.0,NEAR BAY --122.43,37.72,48.0,1289.0,280.0,782.0,235.0,3.6719,259800.0,NEAR BAY --122.44,37.72,52.0,1775.0,347.0,1102.0,367.0,4.3125,267200.0,NEAR BAY --122.44,37.73,52.0,2381.0,492.0,1485.0,447.0,4.3898,270000.0,NEAR BAY --122.44,37.73,52.0,866.0,205.0,587.0,171.0,5.0224,261900.0,NEAR BAY --122.42,37.73,46.0,1819.0,411.0,1534.0,406.0,4.0132,229400.0,NEAR BAY --122.42,37.73,35.0,1871.0,342.0,1055.0,310.0,4.625,279300.0,NEAR BAY --122.42,37.73,35.0,1791.0,322.0,988.0,304.0,4.5769,254500.0,NEAR BAY --122.43,37.73,52.0,1985.0,401.0,1337.0,424.0,4.1071,240900.0,NEAR BAY --122.41,37.73,42.0,2604.0,573.0,1703.0,507.0,3.4231,230200.0,NEAR BAY --122.4,37.73,50.0,1947.0,411.0,1170.0,384.0,3.4769,238700.0,NEAR BAY --122.4,37.73,42.0,1413.0,406.0,1027.0,362.0,2.3625,233000.0,NEAR BAY --122.41,37.73,52.0,1931.0,358.0,1092.0,356.0,3.7835,271300.0,NEAR BAY --122.41,37.73,41.0,2115.0,378.0,1168.0,365.0,4.0642,272500.0,NEAR BAY --122.42,37.73,48.0,1474.0,308.0,998.0,330.0,4.0781,250300.0,NEAR BAY --122.4,37.72,47.0,1465.0,306.0,1119.0,315.0,4.2672,219400.0,NEAR BAY --122.4,37.72,37.0,971.0,248.0,647.0,208.0,2.1187,239300.0,NEAR BAY --122.41,37.73,33.0,2789.0,567.0,1682.0,552.0,3.8643,276200.0,NEAR BAY --122.41,37.72,35.0,2104.0,434.0,1225.0,410.0,4.8214,242900.0,NEAR BAY --122.41,37.72,32.0,1650.0,316.0,904.0,295.0,4.0583,236200.0,NEAR BAY --122.42,37.72,37.0,2638.0,546.0,1789.0,521.0,4.0071,244700.0,NEAR BAY --122.43,37.72,50.0,2912.0,562.0,1989.0,537.0,3.6667,252600.0,NEAR BAY --122.43,37.72,49.0,3427.0,696.0,2363.0,661.0,3.6885,254000.0,NEAR BAY --122.43,37.72,52.0,2206.0,478.0,1583.0,456.0,3.7105,250500.0,NEAR BAY --122.44,37.72,52.0,2890.0,571.0,1769.0,541.0,3.8274,252000.0,NEAR BAY --122.43,37.72,52.0,3351.0,719.0,2101.0,706.0,3.0107,242000.0,NEAR BAY --122.43,37.73,52.0,3602.0,738.0,2270.0,647.0,3.8934,251800.0,NEAR BAY --122.43,37.73,52.0,1494.0,306.0,1463.0,360.0,3.1786,222600.0,NEAR BAY --122.44,37.72,49.0,1557.0,405.0,1173.0,385.0,3.4605,265000.0,NEAR BAY --122.44,37.72,48.0,2675.0,585.0,1773.0,540.0,3.9565,268500.0,NEAR BAY --122.45,37.72,52.0,1729.0,319.0,890.0,300.0,4.3036,261800.0,NEAR BAY --122.44,37.72,52.0,1380.0,272.0,847.0,284.0,3.7143,260000.0,NEAR BAY --122.45,37.71,46.0,2559.0,506.0,1562.0,498.0,4.3846,270600.0,NEAR OCEAN --122.45,37.71,52.0,1658.0,322.0,1086.0,326.0,3.8583,261600.0,NEAR OCEAN --122.45,37.71,41.0,1578.0,351.0,1159.0,299.0,3.9167,243600.0,NEAR OCEAN --122.46,37.71,52.0,1580.0,337.0,1425.0,330.0,4.0547,246200.0,NEAR OCEAN --122.46,37.71,47.0,1527.0,283.0,1102.0,282.0,4.0,231600.0,NEAR OCEAN --122.43,37.71,35.0,2878.0,564.0,1633.0,528.0,4.5,266900.0,NEAR BAY --122.43,37.71,52.0,1508.0,278.0,1138.0,304.0,4.0234,266500.0,NEAR BAY --122.43,37.71,52.0,1410.0,286.0,879.0,282.0,3.1908,255600.0,NEAR BAY --122.44,37.72,52.0,1507.0,282.0,929.0,281.0,3.8958,247700.0,NEAR BAY --122.44,37.71,52.0,2711.0,591.0,1848.0,524.0,3.9567,251500.0,NEAR BAY --122.44,37.71,46.0,1230.0,247.0,895.0,257.0,5.3913,248900.0,NEAR BAY --122.44,37.71,31.0,2370.0,441.0,1524.0,470.0,5.0201,264100.0,NEAR BAY --122.45,37.71,34.0,3131.0,669.0,2204.0,600.0,3.5536,251000.0,NEAR OCEAN --122.4,37.72,40.0,1948.0,413.0,1434.0,396.0,3.0313,219100.0,NEAR BAY --122.4,37.71,40.0,1883.0,397.0,1411.0,438.0,3.0469,238000.0,NEAR BAY --122.41,37.71,47.0,2289.0,481.0,1697.0,465.0,3.4773,226300.0,NEAR BAY --122.41,37.71,28.0,5015.0,1240.0,3900.0,1029.0,1.2269,181900.0,NEAR BAY --122.41,37.71,40.0,2054.0,433.0,1738.0,429.0,4.9926,213900.0,NEAR BAY --122.41,37.71,49.0,1852.0,429.0,1615.0,447.0,3.495,217800.0,NEAR BAY --122.4,37.72,41.0,1975.0,440.0,1528.0,424.0,3.8625,218300.0,NEAR BAY --122.4,37.72,47.0,1167.0,250.0,953.0,253.0,4.2727,241900.0,NEAR BAY --122.45,37.77,52.0,2602.0,,1330.0,647.0,3.5435,278600.0,NEAR BAY --122.46,37.76,52.0,2236.0,545.0,1186.0,532.0,3.4531,414300.0,NEAR BAY --122.46,37.77,52.0,1824.0,388.0,799.0,363.0,3.75,435700.0,NEAR BAY --122.46,37.76,52.0,1817.0,449.0,948.0,380.0,3.93,390000.0,NEAR BAY --122.45,37.76,31.0,5283.0,1330.0,2659.0,1269.0,3.5744,500000.0,NEAR BAY --122.46,37.76,28.0,1072.0,165.0,363.0,168.0,6.1636,367700.0,NEAR BAY --122.46,37.75,26.0,2192.0,438.0,954.0,456.0,4.5352,374200.0,NEAR BAY --122.47,37.76,52.0,2941.0,783.0,1545.0,726.0,2.9899,406500.0,NEAR BAY --122.47,37.76,52.0,2680.0,740.0,1587.0,713.0,2.5933,359600.0,NEAR BAY --122.47,37.76,49.0,2842.0,670.0,1396.0,648.0,3.2679,345700.0,NEAR BAY --122.47,37.76,52.0,2465.0,489.0,1170.0,498.0,4.0793,306700.0,NEAR BAY --122.47,37.76,48.0,2064.0,484.0,1055.0,467.0,2.8711,329600.0,NEAR BAY --122.47,37.76,40.0,3525.0,941.0,1675.0,857.0,3.2083,330000.0,NEAR BAY --122.47,37.76,52.0,4001.0,809.0,1886.0,756.0,3.3239,350000.0,NEAR BAY --122.47,37.76,39.0,3200.0,689.0,1391.0,618.0,3.6346,338000.0,NEAR BAY --122.47,37.75,45.0,2399.0,426.0,911.0,423.0,4.4312,361000.0,NEAR BAY --122.47,37.75,51.0,2413.0,431.0,1095.0,437.0,4.0089,357000.0,NEAR BAY --122.47,37.75,49.0,2747.0,472.0,1281.0,448.0,5.482,366300.0,NEAR BAY --122.47,37.76,34.0,2807.0,487.0,1152.0,445.0,5.1893,420300.0,NEAR BAY --122.47,37.76,48.0,2464.0,459.0,1179.0,458.0,4.4946,358600.0,NEAR BAY --122.46,37.75,52.0,1590.0,236.0,622.0,232.0,5.8151,500001.0,NEAR BAY --122.46,37.75,52.0,1207.0,152.0,465.0,162.0,10.7569,500001.0,NEAR BAY --122.47,37.75,51.0,2713.0,396.0,1090.0,401.0,9.3603,500001.0,NEAR BAY --122.47,37.75,46.0,3238.0,544.0,1293.0,470.0,6.1592,381700.0,NEAR BAY --122.47,37.75,52.0,1598.0,285.0,689.0,265.0,4.6071,337400.0,NEAR BAY --122.47,37.74,52.0,1538.0,305.0,819.0,319.0,4.0846,333600.0,NEAR BAY --122.45,37.75,36.0,2303.0,381.0,862.0,371.0,6.0274,349000.0,NEAR BAY --122.45,37.75,36.0,1997.0,356.0,772.0,348.0,4.95,322600.0,NEAR BAY --122.45,37.75,35.0,1363.0,302.0,1786.0,301.0,3.0804,313400.0,NEAR BAY --122.46,37.75,52.0,1849.0,287.0,695.0,258.0,6.5372,394000.0,NEAR BAY --122.45,37.74,52.0,1596.0,276.0,642.0,273.0,4.375,349500.0,NEAR BAY --122.46,37.74,51.0,1905.0,291.0,707.0,284.0,6.2561,431000.0,NEAR BAY --122.45,37.74,46.0,6429.0,1093.0,2535.0,1109.0,5.0887,335100.0,NEAR BAY --122.44,37.73,43.0,3700.0,684.0,1488.0,623.0,5.5622,313600.0,NEAR BAY --122.45,37.74,38.0,5688.0,930.0,2263.0,908.0,6.203,346800.0,NEAR BAY --122.46,37.74,52.0,2180.0,326.0,856.0,326.0,5.3961,416900.0,NEAR BAY --122.46,37.74,52.0,2053.0,281.0,791.0,287.0,10.959,500001.0,NEAR BAY --122.47,37.74,52.0,2055.0,265.0,735.0,252.0,8.1189,500001.0,NEAR BAY --122.47,37.74,52.0,3797.0,668.0,1633.0,658.0,5.6787,363600.0,NEAR BAY --122.47,37.74,52.0,3688.0,640.0,1605.0,567.0,4.9537,365600.0,NEAR BAY --122.46,37.73,52.0,2673.0,349.0,876.0,338.0,7.8476,500001.0,NEAR BAY --122.46,37.73,52.0,3547.0,506.0,1276.0,491.0,8.0069,426800.0,NEAR BAY --122.46,37.72,52.0,2951.0,406.0,1115.0,397.0,6.7228,405200.0,NEAR OCEAN --122.47,37.73,52.0,2134.0,277.0,936.0,285.0,5.9245,484600.0,NEAR OCEAN --122.47,37.73,52.0,2151.0,280.0,762.0,274.0,10.7309,500001.0,NEAR OCEAN --122.47,37.73,50.0,1653.0,252.0,641.0,224.0,10.6605,500001.0,NEAR OCEAN --122.47,37.72,46.0,1836.0,319.0,767.0,302.0,5.9114,399000.0,NEAR OCEAN --122.46,37.73,52.0,2401.0,346.0,812.0,328.0,6.8322,394100.0,NEAR BAY --122.45,37.73,52.0,2510.0,438.0,1153.0,407.0,5.1238,335100.0,NEAR BAY --122.46,37.73,52.0,2857.0,469.0,1431.0,496.0,5.2088,344200.0,NEAR BAY --122.44,37.73,39.0,1912.0,,970.0,406.0,4.7813,275500.0,NEAR BAY --122.44,37.73,52.0,2838.0,567.0,1411.0,526.0,3.8304,261400.0,NEAR BAY --122.45,37.73,52.0,1350.0,241.0,752.0,246.0,3.2448,266200.0,NEAR BAY --122.45,37.73,52.0,2035.0,424.0,1193.0,430.0,5.0634,264200.0,NEAR BAY --122.44,37.73,46.0,3581.0,758.0,1670.0,703.0,4.1932,269200.0,NEAR BAY --122.45,37.72,52.0,982.0,197.0,653.0,171.0,4.2167,231900.0,NEAR BAY --122.45,37.72,46.0,1406.0,235.0,771.0,239.0,4.7143,219300.0,NEAR BAY --122.45,37.72,47.0,1773.0,345.0,1083.0,315.0,4.475,221200.0,NEAR BAY --122.45,37.72,51.0,2690.0,554.0,1795.0,539.0,3.6581,225000.0,NEAR BAY --122.46,37.72,47.0,1723.0,389.0,1216.0,399.0,3.3208,238600.0,NEAR OCEAN --122.46,37.72,49.0,1207.0,255.0,658.0,220.0,4.0859,228600.0,NEAR OCEAN --122.46,37.72,48.0,1690.0,339.0,962.0,317.0,3.2875,221500.0,NEAR OCEAN --122.46,37.72,45.0,2399.0,419.0,1225.0,399.0,4.0855,244100.0,NEAR OCEAN --122.46,37.72,39.0,2254.0,,1388.0,404.0,2.9688,232000.0,NEAR OCEAN --122.47,37.71,44.0,2547.0,511.0,1577.0,516.0,4.1939,237900.0,NEAR OCEAN --122.47,37.71,42.0,1961.0,427.0,1211.0,409.0,3.5156,239400.0,NEAR OCEAN --122.47,37.72,43.0,968.0,199.0,434.0,162.0,2.5333,239300.0,NEAR OCEAN --122.47,37.72,46.0,1453.0,306.0,817.0,310.0,3.0,246700.0,NEAR OCEAN --122.47,37.72,49.0,1690.0,307.0,770.0,294.0,4.5913,259700.0,NEAR OCEAN --122.45,37.72,45.0,964.0,173.0,613.0,201.0,2.9119,228900.0,NEAR BAY --122.45,37.71,45.0,2253.0,431.0,1382.0,392.0,4.2562,221600.0,NEAR OCEAN --122.46,37.71,52.0,1642.0,351.0,1138.0,340.0,4.1406,219500.0,NEAR OCEAN --122.46,37.71,49.0,1711.0,348.0,1138.0,325.0,2.875,225000.0,NEAR OCEAN --122.46,37.72,37.0,1833.0,388.0,1093.0,363.0,3.0703,211800.0,NEAR OCEAN --122.48,37.76,48.0,2660.0,616.0,1491.0,602.0,3.9758,348600.0,NEAR BAY --122.48,37.76,48.0,2304.0,558.0,1273.0,512.0,3.275,332100.0,NEAR BAY --122.48,37.76,52.0,2684.0,574.0,1395.0,549.0,3.9097,323800.0,NEAR BAY --122.48,37.76,50.0,2236.0,484.0,1171.0,467.0,4.0977,322100.0,NEAR BAY --122.48,37.76,52.0,1845.0,336.0,1015.0,337.0,4.1397,331300.0,NEAR BAY --122.48,37.76,52.0,3260.0,653.0,1594.0,632.0,4.4094,336100.0,NEAR BAY --122.49,37.76,52.0,1382.0,230.0,708.0,279.0,5.8096,339800.0,NEAR BAY --122.49,37.76,52.0,2564.0,502.0,1092.0,459.0,3.5302,329600.0,NEAR BAY --122.49,37.76,52.0,2245.0,425.0,1091.0,409.0,3.5909,331200.0,NEAR BAY --122.49,37.76,52.0,1792.0,305.0,782.0,287.0,4.0391,332700.0,NEAR BAY --122.49,37.76,48.0,1351.0,270.0,650.0,265.0,3.5278,339800.0,NEAR BAY --122.49,37.76,49.0,1724.0,295.0,795.0,297.0,4.3977,353600.0,NEAR BAY --122.49,37.76,49.0,1637.0,304.0,729.0,281.0,4.3281,323100.0,NEAR BAY --122.48,37.75,51.0,2095.0,410.0,1126.0,429.0,4.4,318400.0,NEAR BAY --122.48,37.75,52.0,2515.0,494.0,1583.0,477.0,4.3393,317600.0,NEAR BAY --122.48,37.74,52.0,2453.0,508.0,1056.0,453.0,3.6859,311800.0,NEAR OCEAN --122.48,37.75,49.0,2203.0,407.0,1052.0,405.0,4.4375,329200.0,NEAR BAY --122.48,37.75,48.0,2555.0,548.0,1285.0,482.0,3.7734,314700.0,NEAR BAY --122.48,37.75,52.0,2074.0,401.0,1136.0,409.0,4.7703,331000.0,NEAR BAY --122.49,37.75,48.0,2181.0,419.0,1041.0,379.0,3.7361,320200.0,NEAR OCEAN --122.49,37.75,47.0,2140.0,425.0,1105.0,401.0,3.7054,308500.0,NEAR OCEAN --122.49,37.75,45.0,2341.0,461.0,1092.0,438.0,4.8036,297800.0,NEAR OCEAN --122.49,37.75,43.0,2044.0,393.0,979.0,378.0,3.9205,319100.0,NEAR OCEAN --122.49,37.75,48.0,2387.0,424.0,1041.0,408.0,3.7562,321200.0,NEAR OCEAN --122.49,37.75,52.0,2226.0,385.0,1177.0,416.0,4.8516,323800.0,NEAR OCEAN --122.49,37.74,52.0,2189.0,433.0,1147.0,420.0,3.4583,321300.0,NEAR OCEAN --122.48,37.74,52.0,2285.0,435.0,1211.0,442.0,4.0208,323100.0,NEAR OCEAN --122.48,37.74,52.0,2166.0,423.0,1072.0,370.0,4.131,314300.0,NEAR OCEAN --122.48,37.74,52.0,2841.0,517.0,1372.0,517.0,3.9236,335000.0,NEAR OCEAN --122.49,37.73,48.0,1190.0,182.0,497.0,199.0,6.2642,438500.0,NEAR OCEAN --122.49,37.74,48.0,1186.0,213.0,487.0,207.0,3.8333,340800.0,NEAR OCEAN --122.49,37.74,52.0,2442.0,449.0,1188.0,436.0,4.3909,317700.0,NEAR OCEAN --122.49,37.74,52.0,2302.0,457.0,1154.0,424.0,4.5744,315200.0,NEAR OCEAN --122.48,37.73,52.0,1597.0,240.0,566.0,231.0,5.1681,500001.0,NEAR OCEAN --122.48,37.73,47.0,2382.0,392.0,867.0,376.0,5.2598,371500.0,NEAR OCEAN --122.49,37.73,39.0,1937.0,336.0,742.0,307.0,5.1991,369400.0,NEAR OCEAN --122.49,37.73,37.0,1399.0,224.0,530.0,235.0,3.9219,433300.0,NEAR OCEAN --122.49,37.73,36.0,1821.0,292.0,742.0,298.0,5.6204,406200.0,NEAR OCEAN --122.48,37.73,38.0,3195.0,828.0,2410.0,778.0,3.1359,350000.0,NEAR OCEAN --122.47,37.72,47.0,1176.0,286.0,564.0,258.0,3.2059,350000.0,NEAR OCEAN --122.48,37.71,43.0,3850.0,1018.0,1497.0,829.0,3.5296,400000.0,NEAR OCEAN --122.48,37.72,45.0,1405.0,338.0,733.0,342.0,4.1116,187500.0,NEAR OCEAN --122.48,37.72,46.0,2403.0,638.0,1281.0,603.0,3.2321,112500.0,NEAR OCEAN --122.5,37.76,52.0,2018.0,422.0,1142.0,463.0,3.7083,307700.0,NEAR OCEAN --122.5,37.76,43.0,2108.0,456.0,1299.0,447.0,3.1406,316200.0,NEAR OCEAN --122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,295600.0,NEAR OCEAN --122.5,37.76,48.0,1408.0,295.0,891.0,269.0,3.8333,296300.0,NEAR OCEAN --122.5,37.76,46.0,1491.0,285.0,841.0,306.0,4.5329,278800.0,NEAR OCEAN --122.5,37.75,45.0,1672.0,344.0,838.0,314.0,4.1419,291500.0,NEAR OCEAN --122.5,37.75,43.0,2373.0,481.0,1247.0,454.0,4.0985,283200.0,NEAR OCEAN --122.51,37.76,43.0,2345.0,624.0,1439.0,614.0,2.8448,268900.0,NEAR OCEAN --122.51,37.76,43.0,2527.0,619.0,1332.0,558.0,3.0465,274200.0,NEAR OCEAN --122.51,37.76,40.0,2320.0,562.0,1499.0,521.0,3.2792,260800.0,NEAR OCEAN --122.5,37.76,46.0,2226.0,480.0,1272.0,468.0,4.2644,284100.0,NEAR OCEAN --122.5,37.76,45.0,1673.0,377.0,1078.0,393.0,3.3393,272300.0,NEAR OCEAN --122.5,37.75,45.0,1620.0,,941.0,328.0,4.3859,270200.0,NEAR OCEAN --122.5,37.75,44.0,1819.0,,1137.0,354.0,3.4919,271800.0,NEAR OCEAN --122.54,37.76,45.0,1592.0,325.0,920.0,322.0,3.96,272200.0,NEAR OCEAN --122.5,37.75,44.0,1739.0,343.0,872.0,330.0,2.9632,286300.0,NEAR OCEAN --122.5,37.74,40.0,2310.0,445.0,1266.0,490.0,3.7969,297800.0,NEAR OCEAN --122.5,37.74,45.0,1771.0,349.0,1098.0,342.0,3.7552,296600.0,NEAR OCEAN --122.49,37.74,44.0,1472.0,275.0,820.0,310.0,5.6826,300000.0,NEAR OCEAN --122.5,37.74,44.0,2374.0,496.0,1087.0,426.0,3.5,275700.0,NEAR OCEAN --122.5,37.74,44.0,2527.0,518.0,1434.0,444.0,3.875,275700.0,NEAR OCEAN --122.5,37.75,46.0,2298.0,457.0,1429.0,477.0,4.0217,272400.0,NEAR OCEAN --122.5,37.74,44.0,2792.0,615.0,1640.0,579.0,4.0625,272800.0,NEAR OCEAN --122.5,37.74,42.0,1667.0,395.0,1041.0,387.0,3.9583,273700.0,NEAR OCEAN --122.5,37.74,44.0,2082.0,470.0,1154.0,403.0,4.3611,268100.0,NEAR OCEAN --122.54,37.74,42.0,2006.0,415.0,1230.0,435.0,4.1786,271100.0,NEAR OCEAN --122.46,37.79,52.0,2005.0,359.0,847.0,356.0,4.1029,500001.0,NEAR BAY --122.46,37.78,52.0,2165.0,580.0,1067.0,530.0,2.9293,350000.0,NEAR BAY --122.46,37.78,52.0,2594.0,622.0,1421.0,593.0,3.0265,350000.0,NEAR BAY --122.46,37.79,52.0,2059.0,416.0,999.0,402.0,3.7419,500001.0,NEAR BAY --122.46,37.78,52.0,3429.0,773.0,1584.0,696.0,3.7887,500001.0,NEAR BAY --122.47,37.78,51.0,1485.0,386.0,880.0,385.0,2.7431,307100.0,NEAR BAY --122.47,37.78,52.0,2635.0,587.0,1302.0,577.0,3.7292,416700.0,NEAR BAY --122.47,37.79,52.0,2844.0,623.0,1380.0,596.0,4.75,500001.0,NEAR BAY --122.47,37.79,52.0,437.0,105.0,194.0,87.0,2.8125,500001.0,NEAR BAY --122.47,37.79,52.0,2383.0,477.0,990.0,464.0,3.9688,483300.0,NEAR BAY --122.47,37.78,52.0,2388.0,507.0,1078.0,494.0,3.5221,443300.0,NEAR BAY --122.47,37.78,52.0,1941.0,436.0,955.0,425.0,4.1339,396400.0,NEAR BAY --122.48,37.78,48.0,2835.0,728.0,1674.0,684.0,3.129,375000.0,NEAR BAY --122.48,37.79,52.0,4683.0,1055.0,2246.0,975.0,4.1148,457800.0,NEAR BAY --122.48,37.78,44.0,3371.0,794.0,1738.0,753.0,3.1653,335300.0,NEAR BAY --122.49,37.78,32.0,3028.0,815.0,1704.0,718.0,3.2028,322900.0,NEAR BAY --122.49,37.78,46.0,3304.0,792.0,1783.0,777.0,3.6148,352200.0,NEAR BAY --122.48,37.79,52.0,1647.0,236.0,546.0,227.0,9.1881,500001.0,NEAR BAY --122.49,37.79,52.0,3146.0,478.0,1143.0,455.0,6.1407,500001.0,NEAR BAY --122.49,37.79,52.0,2488.0,281.0,805.0,295.0,10.7058,500001.0,NEAR BAY --122.46,37.78,52.0,4140.0,984.0,2030.0,892.0,3.4236,376800.0,NEAR BAY --122.46,37.78,52.0,2632.0,542.0,1364.0,544.0,3.4605,441700.0,NEAR BAY --122.46,37.78,52.0,2051.0,552.0,1400.0,510.0,3.2396,375000.0,NEAR BAY --122.46,37.78,52.0,3088.0,727.0,1636.0,662.0,2.8553,360700.0,NEAR BAY --122.46,37.77,52.0,3193.0,688.0,2099.0,681.0,3.9375,402900.0,NEAR BAY --122.47,37.77,52.0,2241.0,443.0,1042.0,377.0,4.1635,398400.0,NEAR BAY --122.47,37.78,52.0,2275.0,412.0,1166.0,424.0,4.0652,421300.0,NEAR BAY --122.47,37.78,52.0,2169.0,522.0,1220.0,505.0,3.1989,446900.0,NEAR BAY --122.47,37.78,52.0,2951.0,647.0,1448.0,591.0,3.1392,422400.0,NEAR BAY --122.47,37.78,52.0,3021.0,569.0,1479.0,514.0,4.0208,414600.0,NEAR BAY --122.47,37.78,52.0,2042.0,378.0,1153.0,408.0,4.1856,404700.0,NEAR BAY --122.47,37.77,52.0,3143.0,635.0,1350.0,623.0,3.8571,366700.0,NEAR BAY --122.48,37.78,52.0,3047.0,641.0,1427.0,620.0,3.4883,337200.0,NEAR BAY --122.48,37.78,52.0,2666.0,515.0,1362.0,494.0,4.218,393800.0,NEAR BAY --122.48,37.77,52.0,2556.0,595.0,1202.0,568.0,3.8899,348500.0,NEAR BAY --122.48,37.78,50.0,2159.0,437.0,1111.0,417.0,3.5588,346400.0,NEAR BAY --122.48,37.78,52.0,2910.0,611.0,1508.0,515.0,3.5865,311400.0,NEAR BAY --122.49,37.78,47.0,2695.0,643.0,1505.0,644.0,3.0877,329100.0,NEAR BAY --122.49,37.78,52.0,3440.0,722.0,1663.0,665.0,3.0278,356300.0,NEAR BAY --122.49,37.77,52.0,2342.0,458.0,1170.0,458.0,3.7036,369200.0,NEAR BAY --122.5,37.77,52.0,2433.0,454.0,1070.0,420.0,4.125,359500.0,NEAR BAY --122.49,37.78,52.0,2050.0,439.0,1109.0,437.0,2.6719,318500.0,NEAR BAY --122.49,37.78,42.0,2723.0,579.0,1419.0,519.0,3.6429,328400.0,NEAR BAY --122.49,37.78,49.0,2176.0,441.0,1040.0,448.0,4.2414,500001.0,NEAR BAY --122.5,37.78,50.0,1922.0,427.0,1049.0,443.0,3.5833,348500.0,NEAR BAY --122.5,37.77,52.0,1769.0,414.0,1032.0,380.0,3.9954,324700.0,NEAR BAY --122.5,37.77,52.0,2299.0,441.0,1252.0,415.0,5.0562,336700.0,NEAR BAY --122.5,37.77,52.0,2739.0,569.0,1312.0,531.0,3.5833,322900.0,NEAR BAY --122.5,37.78,46.0,2646.0,607.0,1418.0,563.0,3.7167,332800.0,NEAR BAY --122.51,37.78,45.0,2564.0,499.0,1056.0,460.0,4.7328,351100.0,NEAR BAY --122.51,37.78,47.0,2496.0,494.0,1201.0,454.0,4.0353,342200.0,NEAR BAY --122.55,37.79,32.0,2131.0,625.0,1229.0,572.0,2.9201,322200.0,NEAR OCEAN --122.47,37.81,45.0,6927.0,1258.0,4715.0,1165.0,3.4051,500001.0,NEAR BAY --122.5,37.79,52.0,8.0,1.0,13.0,1.0,15.0001,500001.0,NEAR BAY --122.54,37.72,17.0,2975.0,968.0,1453.0,828.0,3.527,318900.0,NEAR OCEAN --122.42,37.72,42.0,4219.0,1125.0,3549.0,993.0,1.2387,212800.0,NEAR BAY --122.36,37.72,10.0,479.0,125.0,355.0,108.0,2.7083,180400.0,NEAR BAY --122.39,37.74,52.0,126.0,24.0,37.0,27.0,10.2264,225000.0,NEAR BAY --122.4,37.75,26.0,54.0,9.0,23.0,9.0,6.1359,225000.0,NEAR BAY --122.38,37.71,47.0,1088.0,190.0,558.0,166.0,4.2708,207100.0,NEAR BAY --122.4,37.71,47.0,1649.0,328.0,1183.0,356.0,3.3625,223700.0,NEAR BAY --121.28,37.96,28.0,1942.0,724.0,1618.0,638.0,0.9365,52500.0,INLAND --121.28,37.95,49.0,1200.0,364.0,1448.0,318.0,1.1094,52500.0,INLAND --121.28,37.95,46.0,1026.0,330.0,1109.0,333.0,1.2904,63300.0,INLAND --121.29,37.96,52.0,888.0,324.0,630.0,258.0,1.2411,112500.0,INLAND --121.29,37.96,52.0,287.0,119.0,154.0,85.0,0.8738,75000.0,INLAND --121.29,37.95,16.0,761.0,306.0,438.0,282.0,0.7714,87500.0,INLAND --121.3,37.95,9.0,674.0,242.0,575.0,193.0,2.2024,45000.0,INLAND --121.29,37.95,52.0,107.0,79.0,167.0,53.0,0.7917,22500.0,INLAND --121.3,37.96,24.0,1212.0,366.0,1202.0,343.0,1.7875,76800.0,INLAND --121.31,37.96,48.0,1112.0,227.0,583.0,216.0,2.3393,77600.0,INLAND --121.29,37.97,52.0,1610.0,480.0,1025.0,440.0,1.2962,110200.0,INLAND --121.29,37.96,48.0,1778.0,541.0,1237.0,462.0,1.3438,103100.0,INLAND --121.29,37.96,50.0,1669.0,558.0,1340.0,484.0,1.3191,92300.0,INLAND --121.3,37.96,31.0,2668.0,812.0,1398.0,721.0,1.125,110400.0,INLAND --121.3,37.96,52.0,1475.0,238.0,736.0,260.0,3.6591,105100.0,INLAND --121.3,37.96,52.0,1354.0,314.0,679.0,311.0,1.7788,97400.0,INLAND --121.31,37.96,52.0,2654.0,468.0,1157.0,494.0,3.226,107600.0,INLAND --121.31,37.96,52.0,1829.0,301.0,694.0,319.0,3.3466,92600.0,INLAND --121.28,37.97,47.0,2348.0,507.0,1455.0,479.0,1.65,66000.0,INLAND --121.27,37.96,43.0,1624.0,448.0,1805.0,440.0,1.425,61300.0,INLAND --121.27,37.95,43.0,557.0,165.0,573.0,144.0,1.7212,59000.0,INLAND --121.27,37.95,52.0,1318.0,308.0,1368.0,310.0,1.8261,54600.0,INLAND --121.27,37.94,38.0,512.0,133.0,676.0,124.0,1.7386,52000.0,INLAND --121.28,37.94,44.0,1406.0,357.0,1489.0,386.0,1.4688,56800.0,INLAND --121.28,37.94,48.0,1766.0,444.0,1406.0,421.0,1.7039,52700.0,INLAND --121.29,37.95,52.0,288.0,86.0,272.0,54.0,0.696,42500.0,INLAND --121.29,37.94,40.0,2827.0,655.0,2037.0,574.0,2.0303,63800.0,INLAND --121.32,37.95,40.0,964.0,230.0,742.0,209.0,1.2625,43000.0,INLAND --121.31,37.94,41.0,375.0,108.0,323.0,98.0,1.9531,45000.0,INLAND --121.3,37.94,40.0,452.0,109.0,412.0,97.0,1.3417,60800.0,INLAND --121.3,37.94,52.0,24.0,6.0,23.0,5.0,2.375,67500.0,INLAND --121.32,37.94,36.0,40.0,10.0,64.0,14.0,2.625,55000.0,INLAND --121.31,37.96,52.0,1938.0,332.0,788.0,320.0,3.6094,118400.0,INLAND --121.32,37.96,47.0,1700.0,344.0,922.0,357.0,3.1845,87200.0,INLAND --121.32,37.96,46.0,1832.0,365.0,975.0,373.0,2.0398,88100.0,INLAND --121.33,37.96,42.0,1619.0,340.0,906.0,339.0,2.5488,80300.0,INLAND --121.34,37.96,27.0,1839.0,442.0,2010.0,416.0,2.1284,59400.0,INLAND --121.32,37.95,36.0,747.0,189.0,338.0,145.0,1.7885,62100.0,INLAND --121.32,37.96,5.0,123.0,21.0,50.0,20.0,2.7656,50000.0,INLAND --121.34,37.97,33.0,2493.0,454.0,1203.0,436.0,3.765,94600.0,INLAND --121.34,37.96,23.0,2830.0,659.0,1554.0,654.0,3.0354,113700.0,INLAND --121.35,37.97,33.0,3656.0,681.0,1698.0,671.0,3.1406,93900.0,INLAND --121.36,37.96,32.0,614.0,95.0,227.0,107.0,3.9922,247400.0,INLAND --121.35,37.96,21.0,1343.0,183.0,462.0,193.0,5.8995,189900.0,INLAND --121.32,37.98,37.0,3247.0,643.0,1737.0,665.0,3.066,94100.0,INLAND --121.33,37.98,36.0,3113.0,576.0,1746.0,544.0,3.4625,84600.0,INLAND --121.33,37.97,38.0,3166.0,575.0,1351.0,561.0,3.5404,91600.0,INLAND --121.32,37.97,46.0,2270.0,427.0,1097.0,453.0,3.3235,87800.0,INLAND --121.32,37.97,43.0,2453.0,490.0,1093.0,438.0,2.9107,88800.0,INLAND --121.33,37.96,20.0,1727.0,386.0,730.0,342.0,2.5195,92600.0,INLAND --121.33,37.97,43.0,1511.0,292.0,721.0,320.0,3.5703,87400.0,INLAND --121.33,37.97,36.0,1953.0,492.0,999.0,371.0,2.0043,90800.0,INLAND --121.31,37.98,47.0,3386.0,663.0,1228.0,619.0,3.0625,141500.0,INLAND --121.3,37.97,52.0,2980.0,537.0,1128.0,510.0,4.061,113600.0,INLAND --121.31,37.97,42.0,1824.0,277.0,720.0,309.0,5.1915,183700.0,INLAND --121.31,37.97,45.0,2604.0,454.0,988.0,442.0,3.6667,123100.0,INLAND --121.29,37.98,42.0,625.0,143.0,533.0,159.0,2.625,65400.0,INLAND --121.29,37.97,52.0,2995.0,555.0,1392.0,503.0,1.7794,98800.0,INLAND --121.29,37.98,49.0,2501.0,565.0,1171.0,550.0,2.5043,76700.0,INLAND --121.3,37.98,47.0,2373.0,461.0,990.0,444.0,4.175,98300.0,INLAND --121.3,37.97,52.0,2259.0,417.0,766.0,385.0,2.2981,105400.0,INLAND --121.29,37.99,41.0,930.0,191.0,463.0,185.0,3.4141,90600.0,INLAND --121.29,37.99,30.0,1271.0,528.0,2019.0,524.0,1.5152,81300.0,INLAND --121.3,37.99,38.0,2375.0,494.0,1167.0,471.0,2.6673,87500.0,INLAND --121.3,37.98,39.0,3375.0,659.0,1388.0,631.0,2.6364,93800.0,INLAND --121.28,37.99,42.0,495.0,116.0,284.0,97.0,2.8854,55700.0,INLAND --121.26,37.98,32.0,3274.0,820.0,2050.0,738.0,2.1265,55700.0,INLAND --121.27,37.98,43.0,2608.0,516.0,1322.0,528.0,2.5714,70000.0,INLAND --121.27,37.98,43.0,1005.0,200.0,492.0,172.0,2.6812,72800.0,INLAND --121.28,37.98,52.0,941.0,184.0,414.0,171.0,2.1429,69900.0,INLAND --121.29,37.99,45.0,965.0,198.0,498.0,195.0,1.6944,75200.0,INLAND --121.27,37.97,39.0,1023.0,243.0,550.0,224.0,1.1141,54400.0,INLAND --121.26,37.96,43.0,527.0,133.0,367.0,152.0,2.5,63600.0,INLAND --121.27,37.96,43.0,948.0,221.0,749.0,208.0,1.962,52700.0,INLAND --121.27,37.96,52.0,583.0,114.0,310.0,93.0,2.5625,54200.0,INLAND --121.26,37.98,41.0,1633.0,433.0,885.0,413.0,0.9782,54200.0,INLAND --121.25,37.98,39.0,1765.0,414.0,1056.0,414.0,1.5329,48300.0,INLAND --121.26,37.97,31.0,1189.0,295.0,891.0,292.0,2.5536,50500.0,INLAND --121.25,37.97,34.0,1288.0,344.0,846.0,293.0,1.7895,63100.0,INLAND --121.26,37.96,43.0,940.0,208.0,690.0,181.0,2.3056,62300.0,INLAND --121.26,37.97,41.0,2398.0,448.0,1143.0,444.0,3.0352,69800.0,INLAND --121.25,37.97,41.0,855.0,189.0,716.0,206.0,2.0375,75000.0,INLAND --121.26,37.96,35.0,1511.0,316.0,892.0,304.0,1.7898,63500.0,INLAND --121.25,37.95,40.0,1703.0,362.0,1208.0,373.0,2.0817,55300.0,INLAND --121.26,37.95,44.0,819.0,184.0,677.0,183.0,1.725,59300.0,INLAND --121.26,37.95,39.0,1841.0,428.0,1368.0,390.0,2.1583,62000.0,INLAND --121.27,37.96,41.0,461.0,101.0,382.0,79.0,1.275,54000.0,INLAND --121.26,37.96,40.0,535.0,105.0,335.0,102.0,2.5234,62800.0,INLAND --121.25,37.96,26.0,2205.0,478.0,1730.0,472.0,2.4866,68300.0,INLAND --121.24,37.96,29.0,874.0,217.0,788.0,222.0,1.9187,57700.0,INLAND --121.25,37.95,46.0,2001.0,428.0,1384.0,401.0,1.9402,62200.0,INLAND --121.24,37.95,36.0,361.0,63.0,169.0,62.0,3.7734,63800.0,INLAND --121.25,37.94,30.0,1509.0,308.0,967.0,278.0,1.7798,65900.0,INLAND --121.24,37.94,5.0,2232.0,488.0,1857.0,435.0,2.8705,113600.0,INLAND --121.24,37.93,21.0,1185.0,237.0,960.0,245.0,2.0893,65000.0,INLAND --121.25,37.94,28.0,964.0,232.0,782.0,218.0,2.3269,55900.0,INLAND --121.25,37.93,31.0,1673.0,382.0,1734.0,400.0,2.0833,48300.0,INLAND --121.26,37.93,33.0,2109.0,531.0,2248.0,588.0,1.4583,53000.0,INLAND --121.26,37.94,43.0,1610.0,412.0,1409.0,365.0,1.7574,51700.0,INLAND --121.27,37.93,24.0,1451.0,320.0,1413.0,283.0,2.125,61200.0,INLAND --121.28,37.94,35.0,2680.0,634.0,2188.0,611.0,1.9375,56700.0,INLAND --121.28,37.92,36.0,499.0,115.0,451.0,124.0,2.1705,60300.0,INLAND --121.28,37.94,40.0,2806.0,685.0,2268.0,635.0,1.8814,57700.0,INLAND --121.29,37.93,37.0,2488.0,578.0,1854.0,514.0,2.551,59100.0,INLAND --121.29,37.93,24.0,1438.0,351.0,1294.0,342.0,2.7829,61800.0,INLAND --121.28,37.93,23.0,1491.0,346.0,1223.0,343.0,2.1591,67800.0,INLAND --121.28,37.92,30.0,1061.0,230.0,851.0,195.0,2.4412,61600.0,INLAND --121.29,37.92,12.0,1096.0,240.0,1175.0,278.0,3.1053,73100.0,INLAND --121.28,37.91,31.0,820.0,179.0,576.0,155.0,1.69,65900.0,INLAND --121.31,37.93,21.0,1556.0,314.0,1140.0,304.0,2.4667,81400.0,INLAND --121.3,37.92,28.0,3308.0,766.0,3201.0,720.0,1.7694,73900.0,INLAND --121.24,37.98,33.0,450.0,123.0,236.0,103.0,1.1964,80400.0,INLAND --121.24,37.97,47.0,886.0,196.0,517.0,188.0,2.1991,67200.0,INLAND --121.24,37.96,37.0,1175.0,260.0,951.0,267.0,2.875,57700.0,INLAND --121.23,37.96,37.0,2351.0,564.0,1591.0,549.0,1.6563,57200.0,INLAND --121.23,37.96,44.0,2204.0,473.0,1277.0,435.0,1.5539,59200.0,INLAND --121.23,37.95,36.0,811.0,168.0,514.0,152.0,2.625,89200.0,INLAND --121.22,37.97,37.0,1514.0,337.0,1121.0,337.0,2.401,58400.0,INLAND --121.22,37.96,30.0,1737.0,381.0,1177.0,347.0,1.9875,56400.0,INLAND --121.22,37.96,31.0,1484.0,314.0,1163.0,336.0,2.625,72100.0,INLAND --121.25,37.92,19.0,2109.0,427.0,1742.0,426.0,2.4097,66000.0,INLAND --121.23,37.92,28.0,590.0,129.0,315.0,99.0,1.8958,85700.0,INLAND --121.36,38.0,17.0,4535.0,762.0,1562.0,743.0,5.3224,225800.0,INLAND --121.35,38.0,22.0,3564.0,730.0,1539.0,699.0,3.675,152400.0,INLAND --121.35,38.0,6.0,1649.0,369.0,732.0,350.0,3.4231,123800.0,INLAND --121.37,38.01,15.0,2430.0,315.0,1016.0,314.0,10.0088,242000.0,INLAND --121.35,38.01,15.0,2682.0,599.0,1520.0,601.0,3.5982,94400.0,INLAND --121.36,38.01,16.0,926.0,230.0,451.0,198.0,4.0221,173300.0,INLAND --121.36,38.01,16.0,2178.0,667.0,1192.0,579.0,2.3339,87100.0,INLAND --121.36,38.01,16.0,1080.0,166.0,507.0,182.0,4.5278,166900.0,INLAND --121.34,38.01,17.0,2033.0,452.0,1114.0,446.0,3.2872,175000.0,INLAND --121.33,38.01,27.0,1612.0,234.0,630.0,255.0,5.318,155100.0,INLAND --121.34,38.0,32.0,3877.0,687.0,1642.0,647.0,4.0444,129200.0,INLAND --121.33,38.0,32.0,4474.0,929.0,2177.0,884.0,3.2889,98900.0,INLAND --121.33,38.01,36.0,1383.0,207.0,531.0,203.0,5.9191,151900.0,INLAND --121.32,38.01,20.0,1903.0,395.0,919.0,359.0,2.6765,96400.0,INLAND --121.32,38.01,36.0,391.0,74.0,171.0,79.0,2.7045,102800.0,INLAND --121.32,38.0,21.0,1795.0,482.0,1114.0,472.0,2.0091,101500.0,INLAND --121.32,38.0,22.0,2105.0,521.0,781.0,483.0,2.213,87500.0,INLAND --121.33,38.0,14.0,3731.0,772.0,1679.0,750.0,3.1369,119600.0,INLAND --121.33,37.99,15.0,4472.0,1079.0,1837.0,976.0,2.5,175900.0,INLAND --121.34,37.99,11.0,4487.0,868.0,2195.0,780.0,3.9615,194600.0,INLAND --121.34,37.99,14.0,3111.0,498.0,1178.0,525.0,6.556,234700.0,INLAND --121.31,37.99,15.0,3103.0,965.0,3061.0,861.0,1.3729,110300.0,INLAND --121.32,37.98,20.0,1591.0,589.0,1916.0,536.0,1.3531,94600.0,INLAND --121.33,37.98,9.0,2370.0,424.0,1129.0,386.0,5.143,176500.0,INLAND --121.33,37.98,10.0,1564.0,397.0,643.0,347.0,2.7031,150000.0,INLAND --121.36,37.99,8.0,1801.0,380.0,684.0,350.0,4.2589,134900.0,INLAND --121.34,37.98,8.0,2628.0,428.0,1158.0,393.0,5.3002,191700.0,INLAND --121.33,38.02,33.0,2854.0,489.0,1109.0,452.0,4.3008,136400.0,INLAND --121.34,38.02,30.0,4375.0,689.0,2038.0,709.0,5.1202,133800.0,INLAND --121.33,38.02,31.0,1466.0,,608.0,254.0,3.1827,162100.0,INLAND --121.33,38.02,37.0,1964.0,315.0,915.0,335.0,4.3008,119800.0,INLAND --121.34,38.03,20.0,4213.0,751.0,2071.0,714.0,4.4063,130800.0,INLAND --121.33,38.03,19.0,1708.0,291.0,906.0,288.0,4.918,130600.0,INLAND --121.36,38.04,4.0,2477.0,359.0,1234.0,377.0,5.5427,162100.0,INLAND --121.35,38.04,5.0,4303.0,613.0,2206.0,621.0,5.5842,159100.0,INLAND --121.35,38.04,12.0,6217.0,1019.0,3771.0,961.0,3.7206,146000.0,INLAND --121.36,38.04,9.0,2167.0,370.0,1290.0,351.0,5.0285,148200.0,INLAND --121.34,38.05,16.0,667.0,92.0,267.0,90.0,5.6147,244700.0,INLAND --121.34,38.04,16.0,3295.0,565.0,2279.0,576.0,3.6083,146400.0,INLAND --121.33,38.04,15.0,1933.0,280.0,965.0,260.0,4.6477,142700.0,INLAND --121.33,38.03,10.0,629.0,140.0,635.0,146.0,2.2961,126700.0,INLAND --121.32,38.03,16.0,4045.0,623.0,1862.0,625.0,4.875,143100.0,INLAND --121.33,38.04,15.0,2903.0,440.0,1325.0,423.0,4.5179,145600.0,INLAND --121.33,38.04,10.0,1421.0,204.0,657.0,209.0,5.1878,153900.0,INLAND --121.35,38.03,8.0,1904.0,255.0,895.0,242.0,5.7201,155700.0,INLAND --121.34,38.03,12.0,2707.0,433.0,1200.0,380.0,4.9861,133500.0,INLAND --121.35,38.02,16.0,1665.0,311.0,1301.0,259.0,2.8403,132300.0,INLAND --121.35,38.03,16.0,3158.0,515.0,1596.0,528.0,4.1739,131300.0,INLAND --121.36,38.03,14.0,2356.0,438.0,1378.0,481.0,3.7375,138800.0,INLAND --121.35,38.02,15.0,3583.0,644.0,2183.0,643.0,3.428,140700.0,INLAND --121.36,38.02,5.0,2229.0,543.0,1010.0,474.0,4.1719,206100.0,INLAND --121.36,38.03,7.0,3461.0,859.0,1518.0,741.0,3.5684,78700.0,INLAND --121.32,38.04,30.0,249.0,44.0,167.0,45.0,4.5,92800.0,INLAND --121.31,38.03,24.0,3050.0,568.0,1743.0,549.0,3.7413,105300.0,INLAND --121.32,38.03,25.0,2474.0,513.0,1947.0,524.0,2.5742,98400.0,INLAND --121.32,38.02,26.0,2851.0,533.0,1544.0,499.0,3.5379,99100.0,INLAND --121.31,38.03,18.0,4893.0,1008.0,3036.0,997.0,2.5212,110000.0,INLAND --121.29,38.0,12.0,4038.0,1074.0,3440.0,942.0,1.9698,112300.0,INLAND --121.31,37.99,23.0,3135.0,707.0,1650.0,680.0,1.886,105300.0,INLAND --121.3,38.0,23.0,3706.0,1106.0,3785.0,1019.0,1.7774,100000.0,INLAND --121.3,38.01,29.0,2289.0,449.0,1215.0,435.0,3.2788,100000.0,INLAND --121.3,38.0,27.0,2918.0,580.0,1338.0,544.0,2.6495,116200.0,INLAND --121.31,38.0,35.0,2097.0,351.0,977.0,358.0,4.3958,108400.0,INLAND --121.31,38.0,19.0,908.0,158.0,306.0,154.0,3.9792,131900.0,INLAND --121.31,38.02,24.0,4157.0,951.0,2734.0,879.0,2.7981,92100.0,INLAND --121.3,38.01,30.0,2547.0,485.0,1547.0,501.0,3.994,95500.0,INLAND --121.32,38.02,23.0,3251.0,689.0,1890.0,668.0,3.0729,104800.0,INLAND --121.31,38.01,22.0,2101.0,514.0,1304.0,511.0,2.8348,101600.0,INLAND --121.31,38.01,22.0,2575.0,680.0,1367.0,645.0,1.4274,90500.0,INLAND --121.3,38.04,8.0,2668.0,447.0,1713.0,444.0,4.0156,117600.0,INLAND --121.3,38.03,13.0,1014.0,200.0,712.0,197.0,3.1471,102800.0,INLAND --121.3,38.03,10.0,1409.0,248.0,782.0,222.0,4.0227,107700.0,INLAND --121.29,38.04,16.0,2128.0,441.0,1860.0,459.0,3.1779,97300.0,INLAND --121.29,38.03,16.0,4356.0,881.0,1629.0,818.0,2.2672,91100.0,INLAND --121.28,38.03,11.0,3585.0,729.0,2769.0,715.0,3.0907,94100.0,INLAND --121.29,38.03,7.0,2021.0,441.0,1615.0,406.0,2.5842,111300.0,INLAND --121.28,38.03,11.0,826.0,150.0,684.0,166.0,3.9265,107400.0,INLAND --121.29,38.02,12.0,2006.0,426.0,1849.0,396.0,2.5437,99000.0,INLAND --121.3,38.02,16.0,2717.0,621.0,3343.0,643.0,2.5473,106300.0,INLAND --121.3,38.03,11.0,2866.0,654.0,1404.0,525.0,2.505,95000.0,INLAND --121.3,38.02,4.0,1515.0,384.0,491.0,348.0,2.8523,87500.0,INLAND --121.29,38.0,4.0,1392.0,322.0,1784.0,309.0,2.375,124500.0,INLAND --121.29,38.01,2.0,6403.0,1116.0,3327.0,957.0,4.4871,137900.0,INLAND --121.28,38.02,8.0,1868.0,392.0,1258.0,389.0,3.175,95900.0,INLAND --121.29,38.01,10.0,69.0,16.0,50.0,20.0,3.75,120800.0,INLAND --121.27,38.05,26.0,378.0,75.0,164.0,65.0,3.4107,82800.0,INLAND --121.27,38.02,32.0,342.0,58.0,138.0,52.0,2.9821,155000.0,INLAND --121.3,38.05,52.0,122.0,26.0,62.0,25.0,1.15,112500.0,INLAND --121.25,38.05,25.0,1967.0,362.0,1035.0,361.0,3.5735,106800.0,INLAND --121.25,38.04,26.0,3080.0,473.0,1257.0,465.0,4.9861,201800.0,INLAND --121.25,38.01,16.0,2397.0,501.0,1053.0,557.0,2.6994,112500.0,INLAND --121.23,38.04,32.0,1829.0,262.0,677.0,243.0,6.1805,247900.0,INLAND --121.22,38.04,42.0,343.0,50.0,116.0,49.0,5.5376,212500.0,INLAND --121.25,38.03,29.0,2465.0,327.0,859.0,315.0,6.6605,220700.0,INLAND --121.22,38.0,35.0,1841.0,300.0,783.0,285.0,2.8167,162100.0,INLAND --121.24,38.01,22.0,1526.0,299.0,790.0,300.0,2.4342,125000.0,INLAND --121.25,38.0,21.0,446.0,73.0,182.0,57.0,2.8958,135000.0,INLAND --121.26,37.99,27.0,429.0,102.0,179.0,90.0,2.3333,87500.0,INLAND --121.24,38.0,25.0,1471.0,300.0,721.0,304.0,2.4688,126800.0,INLAND --121.23,37.99,38.0,523.0,80.0,226.0,72.0,5.5693,153100.0,INLAND --121.23,37.98,27.0,849.0,137.0,373.0,131.0,5.0362,181300.0,INLAND --121.2,37.97,39.0,440.0,83.0,270.0,97.0,6.0582,157700.0,INLAND --121.19,38.04,35.0,703.0,117.0,290.0,107.0,3.225,177100.0,INLAND --121.16,38.03,28.0,253.0,50.0,201.0,51.0,1.4732,156300.0,INLAND --121.2,38.02,44.0,608.0,108.0,287.0,83.0,3.3882,125000.0,INLAND --121.18,37.99,31.0,2450.0,559.0,1459.0,478.0,2.4674,130900.0,INLAND --121.17,37.97,28.0,1374.0,248.0,769.0,229.0,3.6389,130400.0,INLAND --121.23,37.95,32.0,2081.0,472.0,1342.0,411.0,2.7958,59000.0,INLAND --121.19,37.93,27.0,1621.0,363.0,909.0,345.0,2.1513,99700.0,INLAND --121.23,37.94,20.0,268.0,78.0,77.0,49.0,1.125,150000.0,INLAND --121.22,37.93,21.0,336.0,68.0,206.0,73.0,4.75,121400.0,INLAND --121.22,37.95,30.0,1055.0,211.0,629.0,170.0,2.8676,76900.0,INLAND --121.18,37.96,35.0,411.0,74.0,193.0,59.0,2.5625,146900.0,INLAND --121.24,37.9,16.0,50.0,10.0,20.0,6.0,2.625,137500.0,INLAND --121.26,37.88,42.0,465.0,93.0,256.0,93.0,3.1719,158300.0,INLAND --121.28,37.9,28.0,371.0,71.0,171.0,70.0,0.9614,55700.0,INLAND --121.27,37.88,43.0,968.0,249.0,664.0,240.0,1.6458,83600.0,INLAND --121.27,37.87,34.0,1010.0,206.0,678.0,234.0,2.9531,104000.0,INLAND --121.31,37.9,38.0,226.0,44.0,125.0,38.0,2.9,125000.0,INLAND --121.29,37.89,26.0,161.0,27.0,1542.0,30.0,5.7485,162500.0,INLAND --121.29,37.87,29.0,488.0,108.0,308.0,115.0,2.6563,103100.0,INLAND --121.23,37.87,49.0,98.0,24.0,59.0,26.0,3.65,162500.0,INLAND --121.49,37.94,31.0,1860.0,394.0,1848.0,293.0,2.2891,162500.0,INLAND --121.38,37.88,44.0,1158.0,226.0,1094.0,224.0,2.6842,156300.0,INLAND --121.47,38.13,13.0,3192.0,715.0,1768.0,626.0,2.2619,123500.0,INLAND --121.42,38.22,35.0,1507.0,313.0,868.0,283.0,2.0284,96300.0,INLAND --121.36,38.15,42.0,2051.0,334.0,878.0,318.0,4.3553,185700.0,INLAND --121.32,38.16,14.0,2049.0,398.0,1071.0,369.0,3.5,240800.0,INLAND --121.32,38.13,5.0,3136.0,501.0,1327.0,467.0,5.5942,186900.0,INLAND --121.35,38.09,32.0,1706.0,292.0,923.0,284.0,5.5057,147200.0,INLAND --121.32,38.15,5.0,5428.0,994.0,2725.0,902.0,3.9323,130100.0,INLAND --121.23,38.12,22.0,393.0,58.0,134.0,57.0,3.95,178100.0,INLAND --121.23,38.11,48.0,561.0,81.0,240.0,69.0,3.6312,202800.0,INLAND --121.23,38.09,23.0,633.0,91.0,236.0,83.0,6.4562,230000.0,INLAND --121.26,38.09,35.0,930.0,186.0,525.0,201.0,2.0625,155000.0,INLAND --121.3,38.09,31.0,335.0,53.0,154.0,55.0,2.0694,175000.0,INLAND --121.29,38.07,21.0,1185.0,207.0,533.0,213.0,3.1917,204500.0,INLAND --121.25,38.07,28.0,2103.0,422.0,1167.0,391.0,3.0592,152800.0,INLAND --121.29,38.14,27.0,836.0,132.0,303.0,133.0,3.875,127400.0,INLAND --121.3,38.14,17.0,3507.0,696.0,1867.0,709.0,3.2123,120700.0,INLAND --121.29,38.14,34.0,2770.0,544.0,1409.0,535.0,3.2338,101800.0,INLAND --121.29,38.14,34.0,1500.0,337.0,674.0,282.0,2.515,110800.0,INLAND --121.29,38.13,31.0,1008.0,212.0,453.0,195.0,2.3917,113500.0,INLAND --121.3,38.13,27.0,1004.0,192.0,470.0,192.0,2.8942,116700.0,INLAND --121.3,38.13,23.0,2864.0,504.0,1298.0,499.0,3.2303,131800.0,INLAND --121.29,38.15,23.0,4183.0,633.0,1886.0,628.0,4.8787,175300.0,INLAND --121.28,38.14,37.0,3278.0,623.0,1431.0,575.0,3.3987,99500.0,INLAND --121.27,38.14,33.0,3557.0,894.0,2659.0,894.0,2.2883,86900.0,INLAND --121.27,38.14,40.0,929.0,257.0,576.0,229.0,2.125,137500.0,INLAND --121.28,38.14,38.0,2803.0,500.0,1223.0,509.0,4.119,128800.0,INLAND --121.28,38.13,48.0,1892.0,333.0,804.0,352.0,4.0625,143200.0,INLAND --121.27,38.13,52.0,1081.0,257.0,437.0,225.0,2.1979,114100.0,INLAND --121.27,38.13,40.0,2402.0,509.0,1197.0,486.0,2.1771,98200.0,INLAND --121.28,38.13,32.0,3366.0,676.0,1916.0,697.0,2.5401,125400.0,INLAND --121.28,38.12,34.0,3268.0,640.0,1906.0,628.0,2.8237,110700.0,INLAND --121.27,38.12,44.0,2356.0,482.0,1043.0,443.0,2.4949,108000.0,INLAND --121.29,38.13,20.0,3168.0,514.0,1390.0,490.0,5.0,154800.0,INLAND --121.3,38.13,26.0,2256.0,360.0,937.0,372.0,5.0528,153700.0,INLAND --121.29,38.12,18.0,1534.0,275.0,741.0,263.0,3.9607,132500.0,INLAND --121.3,38.12,11.0,1792.0,252.0,767.0,263.0,7.6889,229300.0,INLAND --121.3,38.11,5.0,5979.0,1190.0,2679.0,1084.0,4.196,171700.0,INLAND --121.27,38.11,11.0,3163.0,794.0,2106.0,762.0,2.4482,103000.0,INLAND --121.28,38.11,10.0,2974.0,588.0,1559.0,568.0,3.8825,136800.0,INLAND --121.27,38.11,15.0,2039.0,384.0,1178.0,375.0,3.8672,120100.0,INLAND --121.28,38.1,13.0,2432.0,586.0,1441.0,606.0,2.5556,133100.0,INLAND --121.29,38.1,14.0,1551.0,297.0,785.0,281.0,3.775,163300.0,INLAND --121.27,38.13,39.0,2614.0,634.0,1862.0,654.0,1.9238,70700.0,INLAND --121.27,38.12,37.0,2232.0,504.0,1455.0,471.0,2.5587,87800.0,INLAND --121.26,38.13,38.0,1419.0,411.0,1226.0,397.0,2.2188,68800.0,INLAND --121.26,38.12,27.0,1818.0,459.0,1182.0,428.0,1.8575,73800.0,INLAND --121.25,38.13,25.0,1305.0,270.0,789.0,235.0,3.2993,91100.0,INLAND --121.26,38.11,4.0,2058.0,366.0,933.0,316.0,4.2448,150900.0,INLAND --121.26,38.11,8.0,2770.0,642.0,1611.0,633.0,3.1284,115100.0,INLAND --121.25,38.14,16.0,1174.0,242.0,464.0,261.0,2.3,133300.0,INLAND --121.26,38.14,10.0,3371.0,665.0,1823.0,654.0,3.5333,116800.0,INLAND --121.27,38.13,35.0,2607.0,685.0,2016.0,618.0,1.75,82900.0,INLAND --121.26,38.13,25.0,2549.0,675.0,2053.0,648.0,2.0875,83100.0,INLAND --121.24,38.22,28.0,2593.0,487.0,1365.0,457.0,3.3929,113000.0,INLAND --121.22,38.16,24.0,4411.0,776.0,2038.0,732.0,3.475,151200.0,INLAND --121.28,38.17,19.0,1337.0,236.0,744.0,225.0,4.0924,244200.0,INLAND --121.32,38.21,27.0,2643.0,467.0,1455.0,444.0,3.6398,146700.0,INLAND --121.16,38.16,31.0,1953.0,366.0,999.0,316.0,2.4906,122500.0,INLAND --121.14,38.16,14.0,2591.0,497.0,1371.0,479.0,3.5774,113900.0,INLAND --121.06,38.25,13.0,651.0,102.0,301.0,104.0,3.6528,200000.0,INLAND --121.15,38.21,18.0,4176.0,700.0,2164.0,699.0,4.0365,174200.0,INLAND --121.05,38.14,19.0,3326.0,561.0,1544.0,511.0,2.9875,166300.0,INLAND --121.09,38.19,23.0,762.0,140.0,358.0,141.0,2.4545,105000.0,INLAND --121.19,38.13,27.0,2400.0,435.0,1085.0,444.0,3.7687,165200.0,INLAND --121.18,38.07,21.0,2333.0,377.0,1073.0,332.0,4.8125,161100.0,INLAND --120.97,38.0,27.0,1683.0,288.0,873.0,258.0,4.7069,176900.0,INLAND --121.05,37.93,17.0,2474.0,480.0,1649.0,453.0,3.275,156500.0,INLAND --121.11,38.04,32.0,1083.0,188.0,471.0,178.0,2.9241,187500.0,INLAND --121.09,38.03,21.0,2064.0,342.0,1021.0,359.0,4.517,152200.0,INLAND --121.12,38.0,36.0,683.0,159.0,505.0,141.0,3.4265,158900.0,INLAND --120.99,37.8,32.0,2564.0,513.0,1198.0,459.0,2.9083,113400.0,INLAND --121.0,37.8,13.0,4030.0,744.0,2248.0,766.0,3.6107,141300.0,INLAND --120.98,37.79,20.0,2458.0,491.0,1227.0,481.0,2.7857,110900.0,INLAND --120.97,37.84,28.0,2368.0,430.0,1231.0,403.0,2.883,141900.0,INLAND --120.96,37.77,32.0,2262.0,416.0,1156.0,404.0,3.8534,157600.0,INLAND --121.04,37.78,32.0,2916.0,528.0,1466.0,473.0,2.5643,200000.0,INLAND --121.06,37.86,24.0,1713.0,328.0,1258.0,324.0,2.683,169400.0,INLAND --121.13,37.74,31.0,677.0,144.0,523.0,159.0,2.4598,97100.0,INLAND --121.13,37.74,28.0,409.0,104.0,244.0,98.0,3.4643,90900.0,INLAND --121.12,37.73,35.0,1107.0,227.0,573.0,210.0,2.3924,102200.0,INLAND --121.13,37.74,21.0,2376.0,475.0,1175.0,441.0,3.6016,134600.0,INLAND --121.13,37.73,40.0,1126.0,220.0,667.0,235.0,3.3158,125900.0,INLAND --121.11,37.74,11.0,3886.0,599.0,1605.0,529.0,4.4213,182700.0,INLAND --121.1,37.8,35.0,1853.0,331.0,958.0,340.0,3.3578,149000.0,INLAND --121.11,37.76,22.0,2606.0,411.0,1252.0,397.0,4.1833,192100.0,INLAND --121.16,37.73,7.0,4956.0,941.0,3006.0,915.0,3.4426,139000.0,INLAND --121.25,37.76,22.0,2430.0,417.0,1292.0,391.0,3.4009,182400.0,INLAND --121.22,37.72,34.0,2123.0,387.0,1310.0,368.0,2.6368,165600.0,INLAND --121.22,37.81,17.0,2879.0,542.0,1802.0,530.0,3.6378,126100.0,INLAND --121.22,37.8,28.0,2608.0,576.0,1719.0,554.0,2.1186,94400.0,INLAND --121.22,37.8,37.0,1038.0,222.0,521.0,211.0,2.125,91900.0,INLAND --121.21,37.81,18.0,2404.0,498.0,1531.0,506.0,2.995,124300.0,INLAND --121.21,37.8,31.0,699.0,186.0,460.0,170.0,2.7443,94200.0,INLAND --121.21,37.8,44.0,300.0,72.0,160.0,73.0,2.1786,120800.0,INLAND --121.21,37.8,45.0,370.0,84.0,167.0,70.0,1.4853,101800.0,INLAND --121.21,37.79,33.0,811.0,185.0,446.0,198.0,1.6724,96900.0,INLAND --121.21,37.8,33.0,1862.0,429.0,971.0,389.0,2.6053,99200.0,INLAND --121.21,37.81,8.0,1883.0,298.0,999.0,301.0,5.193,172100.0,INLAND --121.2,37.8,28.0,3264.0,576.0,1512.0,567.0,3.7546,135300.0,INLAND --121.2,37.8,24.0,1698.0,344.0,927.0,313.0,3.5625,130800.0,INLAND --121.2,37.79,36.0,866.0,160.0,502.0,149.0,2.4798,101500.0,INLAND --121.2,37.8,37.0,311.0,61.0,171.0,54.0,4.0972,101800.0,INLAND --121.21,37.81,12.0,3667.0,640.0,2173.0,652.0,5.0369,163900.0,INLAND --121.17,37.88,22.0,1283.0,256.0,3082.0,239.0,3.5365,111800.0,INLAND --121.17,37.82,35.0,2506.0,406.0,1316.0,398.0,3.8472,197600.0,INLAND --121.2,37.83,18.0,3415.0,580.0,1912.0,562.0,4.4423,161400.0,INLAND --121.2,37.81,26.0,395.0,74.0,193.0,72.0,7.3718,212500.0,INLAND --121.19,37.81,8.0,4019.0,857.0,1959.0,782.0,2.7321,175000.0,INLAND --121.18,37.79,16.0,1326.0,286.0,509.0,297.0,1.9464,112500.0,INLAND --121.2,37.78,4.0,58.0,29.0,79.0,29.0,3.375,106300.0,INLAND --121.23,37.78,20.0,273.0,49.0,149.0,49.0,4.8229,158300.0,INLAND --121.24,37.79,7.0,5151.0,867.0,2553.0,805.0,4.075,195000.0,INLAND --121.27,37.79,16.0,1853.0,390.0,1013.0,362.0,2.7083,173900.0,INLAND --121.22,37.8,13.0,335.0,89.0,247.0,77.0,1.6111,74100.0,INLAND --121.22,37.79,36.0,1052.0,221.0,712.0,212.0,1.7228,105000.0,INLAND --121.22,37.79,38.0,2152.0,451.0,1320.0,457.0,2.5025,101900.0,INLAND --121.23,37.79,21.0,1922.0,373.0,1130.0,372.0,4.0815,117900.0,INLAND --121.22,37.79,5.0,3107.0,477.0,1549.0,443.0,4.4766,169400.0,INLAND --121.23,37.79,23.0,1985.0,424.0,1198.0,389.0,2.7734,116800.0,INLAND --121.23,37.8,11.0,2451.0,665.0,1155.0,533.0,2.2254,130800.0,INLAND --121.24,37.81,6.0,3883.0,800.0,2319.0,787.0,3.5595,161000.0,INLAND --121.23,37.81,15.0,2906.0,537.0,1886.0,557.0,4.2431,137100.0,INLAND --121.22,37.81,20.0,1811.0,352.0,1191.0,327.0,4.0125,121500.0,INLAND --121.22,37.82,13.0,4452.0,949.0,2740.0,937.0,3.1964,141500.0,INLAND --121.23,37.81,16.0,2085.0,342.0,1236.0,345.0,5.5591,149300.0,INLAND --121.23,37.82,8.0,1289.0,235.0,867.0,239.0,4.6821,138500.0,INLAND --121.23,37.82,14.0,1847.0,325.0,1030.0,309.0,4.9271,155300.0,INLAND --121.23,37.84,28.0,1347.0,241.0,713.0,225.0,4.0208,155700.0,INLAND --121.24,37.82,9.0,6169.0,959.0,3378.0,945.0,5.1047,157900.0,INLAND --121.3,37.85,35.0,1034.0,206.0,604.0,192.0,2.2391,120000.0,INLAND --121.31,37.81,36.0,284.0,53.0,130.0,47.0,3.1429,179200.0,INLAND --121.29,37.8,6.0,110.0,26.0,69.0,24.0,3.7292,475000.0,INLAND --121.27,37.82,26.0,1170.0,238.0,830.0,216.0,2.6458,127500.0,INLAND --121.28,37.83,32.0,696.0,151.0,443.0,144.0,2.5156,86300.0,INLAND --121.28,37.82,10.0,9205.0,1774.0,5935.0,1673.0,3.65,119400.0,INLAND --121.37,37.77,19.0,2610.0,474.0,1290.0,452.0,4.1298,222800.0,INLAND --121.4,37.74,20.0,2706.0,477.0,1236.0,474.0,4.15,322400.0,INLAND --121.43,37.78,24.0,807.0,174.0,585.0,166.0,2.6181,163500.0,INLAND --121.48,37.77,19.0,2364.0,373.0,1264.0,390.0,5.0176,274200.0,INLAND --121.52,37.75,18.0,1544.0,272.0,825.0,286.0,4.3229,327300.0,INLAND --121.46,37.73,20.0,2039.0,373.0,862.0,330.0,5.1629,222900.0,INLAND --121.45,37.72,2.0,2239.0,321.0,766.0,219.0,5.75,240200.0,INLAND --121.44,37.7,5.0,1365.0,196.0,591.0,156.0,6.0389,215100.0,INLAND --121.42,37.71,7.0,8297.0,1433.0,4189.0,1271.0,4.3696,170700.0,INLAND --121.42,37.76,18.0,5501.0,1051.0,2964.0,1009.0,4.1855,162100.0,INLAND --121.42,37.75,33.0,1999.0,368.0,1061.0,390.0,3.5242,121400.0,INLAND --121.42,37.74,45.0,818.0,144.0,340.0,138.0,4.8021,133500.0,INLAND --121.42,37.74,38.0,773.0,147.0,320.0,134.0,2.825,152500.0,INLAND --121.42,37.74,35.0,796.0,132.0,313.0,152.0,3.15,153200.0,INLAND --121.42,37.75,33.0,1329.0,266.0,683.0,233.0,4.3687,128700.0,INLAND --121.43,37.75,34.0,1280.0,268.0,754.0,294.0,3.1333,132000.0,INLAND --121.43,37.75,41.0,1717.0,325.0,855.0,303.0,2.75,127300.0,INLAND --121.43,37.75,42.0,1207.0,278.0,699.0,279.0,3.3611,117600.0,INLAND --121.43,37.74,52.0,876.0,170.0,426.0,179.0,3.0865,119800.0,INLAND --121.43,37.74,40.0,859.0,196.0,427.0,176.0,3.5789,110400.0,INLAND --121.43,37.75,30.0,1912.0,451.0,1065.0,388.0,2.1424,125000.0,INLAND --121.43,37.76,7.0,2125.0,508.0,1358.0,464.0,3.6312,147600.0,INLAND --121.44,37.76,5.0,7264.0,1285.0,3670.0,1146.0,5.0443,194800.0,INLAND --121.45,37.75,15.0,3846.0,677.0,2360.0,635.0,4.6173,164800.0,INLAND --121.44,37.74,33.0,1875.0,363.0,970.0,381.0,3.5096,141700.0,INLAND --121.44,37.75,29.0,918.0,159.0,417.0,166.0,4.2768,151300.0,INLAND --121.44,37.75,16.0,2229.0,458.0,1199.0,445.0,3.4821,170600.0,INLAND --121.42,37.74,19.0,1393.0,367.0,915.0,355.0,1.1957,103100.0,INLAND --121.43,37.74,52.0,966.0,247.0,589.0,228.0,1.6937,108300.0,INLAND --121.43,37.74,52.0,994.0,258.0,623.0,264.0,1.725,111500.0,INLAND --121.44,37.74,25.0,456.0,116.0,370.0,106.0,3.1319,112500.0,INLAND --121.44,37.73,7.0,8363.0,1314.0,3907.0,1068.0,5.3321,208100.0,INLAND --121.43,37.73,40.0,1718.0,391.0,1312.0,388.0,2.9955,134700.0,INLAND --121.42,37.73,2.0,2682.0,393.0,883.0,271.0,5.9934,196700.0,INLAND --121.29,37.72,22.0,1630.0,404.0,4402.0,358.0,1.9792,63000.0,INLAND --121.32,37.67,21.0,1494.0,271.0,781.0,255.0,4.3015,250000.0,INLAND --121.47,37.58,14.0,1594.0,292.0,887.0,287.0,4.6625,294000.0,INLAND --120.9,35.69,14.0,5020.0,909.0,2105.0,796.0,3.8158,248700.0,<1H OCEAN --120.93,35.76,11.0,8997.0,1698.0,1825.0,756.0,3.23,154300.0,<1H OCEAN --120.7,35.76,15.0,1914.0,425.0,1130.0,421.0,2.2165,90600.0,<1H OCEAN --120.69,35.65,14.0,3487.0,889.0,2352.0,796.0,1.6303,144900.0,<1H OCEAN --120.69,35.64,38.0,2564.0,546.0,1301.0,481.0,2.0076,114000.0,<1H OCEAN --120.69,35.62,43.0,3044.0,652.0,1456.0,608.0,2.4567,140000.0,<1H OCEAN --120.69,35.62,35.0,3451.0,713.0,1550.0,653.0,2.9167,161700.0,<1H OCEAN --120.72,35.63,31.0,3476.0,644.0,1476.0,567.0,3.3472,195200.0,<1H OCEAN --120.67,35.63,8.0,2690.0,410.0,1085.0,381.0,4.2841,256700.0,<1H OCEAN --120.67,35.62,6.0,12779.0,2441.0,6085.0,2157.0,3.8661,168100.0,<1H OCEAN --120.63,35.59,9.0,5782.0,1184.0,3026.0,1130.0,2.6528,113500.0,<1H OCEAN --120.64,35.65,9.0,3466.0,673.0,2356.0,619.0,2.9926,158200.0,<1H OCEAN --120.47,35.74,9.0,4267.0,785.0,2065.0,691.0,3.7303,162700.0,<1H OCEAN --120.29,35.56,15.0,4760.0,871.0,2459.0,734.0,2.811,142100.0,<1H OCEAN --120.6,35.6,13.0,4461.0,764.0,1795.0,640.0,4.475,206900.0,<1H OCEAN --121.11,35.52,9.0,6044.0,1222.0,2239.0,972.0,3.24,264600.0,NEAR OCEAN --121.14,35.55,13.0,5383.0,1070.0,1880.0,796.0,3.8019,271200.0,NEAR OCEAN --121.12,35.58,16.0,4109.0,798.0,1298.0,626.0,3.4799,320800.0,NEAR OCEAN --120.92,35.4,23.0,2059.0,354.0,636.0,278.0,3.6908,278800.0,NEAR OCEAN --120.85,35.38,27.0,3493.0,909.0,1481.0,666.0,2.3075,184200.0,NEAR OCEAN --120.86,35.39,23.0,1664.0,355.0,629.0,279.0,2.7344,188300.0,NEAR OCEAN --120.86,35.4,21.0,2787.0,641.0,1106.0,501.0,2.7043,186200.0,NEAR OCEAN --120.87,35.41,16.0,2168.0,444.0,782.0,374.0,3.0187,278100.0,NEAR OCEAN --120.94,35.42,18.0,3418.0,686.0,970.0,453.0,3.7738,279400.0,NEAR OCEAN --120.95,35.44,30.0,6346.0,1410.0,1769.0,887.0,2.6864,283600.0,NEAR OCEAN --120.85,35.37,21.0,1033.0,195.0,588.0,187.0,2.8173,226900.0,NEAR OCEAN --120.83,35.36,28.0,4323.0,886.0,1650.0,705.0,2.7266,266800.0,NEAR OCEAN --120.84,35.35,27.0,2863.0,711.0,930.0,533.0,2.6205,221100.0,NEAR OCEAN --120.84,35.37,34.0,3279.0,714.0,1397.0,646.0,2.5552,200000.0,NEAR OCEAN --120.89,35.37,29.0,2046.0,588.0,846.0,410.0,1.65,227300.0,NEAR OCEAN --120.84,35.33,15.0,3276.0,670.0,1520.0,613.0,3.6412,207800.0,NEAR OCEAN --120.83,35.33,14.0,4155.0,787.0,2112.0,755.0,4.4766,192700.0,NEAR OCEAN --120.82,35.32,12.0,3522.0,683.0,1780.0,662.0,3.3958,215800.0,NEAR OCEAN --120.83,35.32,11.0,3252.0,701.0,1814.0,660.0,3.2226,183200.0,NEAR OCEAN --120.84,35.32,15.0,2419.0,538.0,1279.0,522.0,3.4762,189600.0,NEAR OCEAN --120.9,35.33,16.0,1576.0,287.0,595.0,262.0,3.588,266300.0,NEAR OCEAN --120.84,35.32,17.0,4197.0,802.0,1656.0,732.0,3.526,183900.0,NEAR OCEAN --120.84,35.31,23.0,3100.0,603.0,1515.0,609.0,2.8493,196100.0,NEAR OCEAN --120.84,35.3,15.0,2062.0,327.0,781.0,316.0,4.9359,317700.0,NEAR OCEAN --120.82,35.31,16.0,3924.0,699.0,1325.0,638.0,2.5172,293900.0,NEAR OCEAN --120.8,35.33,20.0,2200.0,393.0,996.0,365.0,3.587,330000.0,NEAR OCEAN --121.1,35.6,20.0,3389.0,704.0,1309.0,520.0,3.2112,204500.0,NEAR OCEAN --120.65,35.29,36.0,1940.0,315.0,850.0,298.0,3.1818,249600.0,NEAR OCEAN --120.66,35.29,23.0,1932.0,487.0,1380.0,472.0,1.9647,253600.0,NEAR OCEAN --120.66,35.29,16.0,2272.0,629.0,1689.0,649.0,1.7031,195000.0,NEAR OCEAN --120.67,35.3,19.0,1540.0,715.0,1799.0,635.0,0.7025,500001.0,NEAR OCEAN --120.65,35.32,20.0,626.0,212.0,3574.0,261.0,1.0298,300000.0,NEAR OCEAN --120.62,35.28,28.0,3952.0,592.0,1469.0,571.0,6.3144,328800.0,NEAR OCEAN --120.65,35.29,29.0,1785.0,481.0,1344.0,472.0,1.4492,222900.0,NEAR OCEAN --120.65,35.28,32.0,896.0,240.0,548.0,231.0,2.5455,165900.0,NEAR OCEAN --120.65,35.27,27.0,2034.0,341.0,768.0,316.0,4.2411,258900.0,NEAR OCEAN --120.65,35.27,15.0,2365.0,538.0,1446.0,490.0,2.5129,225900.0,NEAR OCEAN --120.64,35.26,21.0,3298.0,716.0,1862.0,687.0,2.1507,221500.0,NEAR OCEAN --120.63,35.27,23.0,1630.0,253.0,704.0,263.0,5.156,251300.0,NEAR OCEAN --120.66,35.29,39.0,2163.0,652.0,1153.0,599.0,2.084,233300.0,NEAR OCEAN --120.66,35.28,31.0,2773.0,844.0,1358.0,794.0,1.4036,209600.0,NEAR OCEAN --120.66,35.28,46.0,2054.0,502.0,1170.0,494.0,2.1786,206300.0,NEAR OCEAN --120.65,35.27,52.0,2254.0,642.0,1237.0,590.0,2.6208,227100.0,NEAR OCEAN --120.66,35.27,46.0,2217.0,544.0,1107.0,527.0,2.8009,192600.0,NEAR OCEAN --120.66,35.27,33.0,1664.0,455.0,1077.0,461.0,1.6875,174200.0,NEAR OCEAN --120.66,35.27,17.0,2719.0,589.0,1386.0,570.0,3.7337,208200.0,NEAR OCEAN --120.66,35.26,15.0,5540.0,1319.0,2383.0,1165.0,2.2656,226200.0,NEAR OCEAN --120.67,35.3,32.0,4202.0,986.0,2309.0,956.0,2.2165,231700.0,NEAR OCEAN --120.7,35.31,24.0,3504.0,521.0,1490.0,506.0,4.6719,337000.0,NEAR OCEAN --120.68,35.29,37.0,1354.0,293.0,753.0,290.0,3.25,225000.0,NEAR OCEAN --120.69,35.28,26.0,4225.0,886.0,1795.0,704.0,2.2847,247000.0,NEAR OCEAN --120.67,35.29,44.0,2236.0,411.0,1036.0,437.0,3.0833,219300.0,NEAR OCEAN --120.69,35.26,20.0,1248.0,231.0,722.0,225.0,4.625,221800.0,NEAR OCEAN --120.7,35.28,14.0,3768.0,682.0,1884.0,664.0,4.6071,239900.0,NEAR OCEAN --120.71,35.27,9.0,2568.0,421.0,1149.0,398.0,5.4287,331600.0,NEAR OCEAN --120.68,35.26,26.0,1704.0,315.0,918.0,310.0,3.2464,208000.0,NEAR OCEAN --120.69,35.25,15.0,4210.0,899.0,1933.0,867.0,2.794,262500.0,NEAR OCEAN --120.7,35.32,46.0,118.0,17.0,6532.0,13.0,4.2639,350000.0,NEAR OCEAN --120.52,35.24,5.0,4413.0,804.0,2003.0,725.0,5.0267,253300.0,<1H OCEAN --120.68,35.25,16.0,4208.0,897.0,1634.0,806.0,2.2868,233700.0,NEAR OCEAN --120.69,35.34,16.0,164.0,30.0,542.0,32.0,1.6563,42500.0,NEAR OCEAN --120.81,35.19,14.0,3414.0,802.0,1236.0,632.0,3.7635,336200.0,NEAR OCEAN --120.66,35.2,13.0,5138.0,713.0,1838.0,645.0,5.9676,380000.0,NEAR OCEAN --120.7,35.14,17.0,5805.0,1097.0,1919.0,932.0,3.5352,357800.0,NEAR OCEAN --120.68,35.14,34.0,3100.0,617.0,1155.0,542.0,3.0938,245900.0,NEAR OCEAN --120.66,35.13,41.0,2666.0,751.0,940.0,507.0,1.9653,236100.0,<1H OCEAN --120.63,35.13,16.0,2680.0,704.0,975.0,619.0,1.7878,55000.0,<1H OCEAN --120.64,35.15,7.0,7922.0,1442.0,2863.0,1197.0,4.849,275000.0,<1H OCEAN --120.59,35.13,8.0,6638.0,1054.0,2710.0,966.0,4.6776,295500.0,<1H OCEAN --120.56,35.13,15.0,5818.0,924.0,2324.0,845.0,4.4033,267600.0,<1H OCEAN --120.57,35.12,39.0,1656.0,333.0,866.0,317.0,2.8824,195200.0,<1H OCEAN --120.57,35.11,18.0,2920.0,556.0,1068.0,552.0,3.5242,156800.0,<1H OCEAN --120.59,35.11,25.0,3642.0,726.0,1729.0,673.0,3.155,205400.0,<1H OCEAN --120.6,35.12,22.0,3342.0,644.0,1342.0,593.0,3.4509,217700.0,<1H OCEAN --120.61,35.12,16.0,1671.0,354.0,935.0,340.0,2.5792,163800.0,<1H OCEAN --120.59,35.12,27.0,3055.0,677.0,1407.0,610.0,2.1702,179700.0,<1H OCEAN --120.6,35.11,17.0,2495.0,524.0,1292.0,501.0,2.2625,153000.0,<1H OCEAN --120.59,35.11,20.0,3098.0,571.0,1449.0,611.0,3.5744,197800.0,<1H OCEAN --120.61,35.12,31.0,1486.0,345.0,823.0,322.0,2.6974,165400.0,<1H OCEAN --120.61,35.13,16.0,3431.0,721.0,1777.0,701.0,2.7301,190400.0,<1H OCEAN --120.61,35.12,12.0,3430.0,793.0,1840.0,720.0,2.9821,162000.0,<1H OCEAN --120.61,35.11,11.0,3733.0,831.0,1839.0,739.0,3.3062,158500.0,<1H OCEAN --120.65,35.12,19.0,2949.0,662.0,1425.0,548.0,2.9615,178100.0,<1H OCEAN --120.62,35.13,26.0,3971.0,803.0,1792.0,723.0,2.7128,209900.0,<1H OCEAN --120.62,35.11,18.0,2241.0,544.0,1521.0,509.0,2.0292,155800.0,<1H OCEAN --120.62,35.12,22.0,1240.0,294.0,768.0,288.0,2.655,160000.0,<1H OCEAN --120.66,35.1,19.0,1583.0,392.0,704.0,269.0,2.1042,268300.0,<1H OCEAN --120.61,35.1,14.0,2919.0,691.0,1896.0,577.0,2.4003,142100.0,<1H OCEAN --120.61,35.1,17.0,2799.0,637.0,2015.0,592.0,3.0536,143600.0,<1H OCEAN --120.6,35.1,16.0,3290.0,686.0,1497.0,655.0,2.6875,178200.0,<1H OCEAN --120.58,35.0,37.0,523.0,119.0,374.0,95.0,1.4726,106300.0,<1H OCEAN --120.61,35.06,13.0,2364.0,421.0,1257.0,380.0,4.6167,273100.0,<1H OCEAN --120.56,35.07,14.0,6788.0,1216.0,2866.0,1036.0,3.3603,280200.0,<1H OCEAN --120.52,35.06,11.0,1317.0,234.0,655.0,243.0,4.3611,329700.0,<1H OCEAN --120.3,35.1,16.0,2819.0,479.0,1068.0,365.0,4.5461,270800.0,<1H OCEAN --120.43,35.17,16.0,947.0,163.0,477.0,137.0,3.851,315000.0,<1H OCEAN --120.57,35.18,16.0,5209.0,917.0,2284.0,809.0,4.0403,346100.0,<1H OCEAN --120.48,35.05,24.0,2314.0,468.0,1549.0,463.0,2.8203,152600.0,<1H OCEAN --120.47,35.04,29.0,1315.0,279.0,926.0,249.0,2.9375,144800.0,<1H OCEAN --120.5,35.03,10.0,10463.0,1756.0,4660.0,1715.0,3.5682,277300.0,<1H OCEAN --120.48,35.02,17.0,2721.0,477.0,1672.0,492.0,2.9798,204800.0,<1H OCEAN --120.69,35.52,26.0,2758.0,571.0,1291.0,522.0,2.925,181400.0,<1H OCEAN --120.68,35.51,17.0,1701.0,298.0,941.0,293.0,4.3218,209100.0,<1H OCEAN --120.68,35.5,19.0,3369.0,673.0,1834.0,646.0,3.7672,173800.0,<1H OCEAN --120.67,35.5,15.0,2752.0,546.0,1422.0,545.0,3.2813,175000.0,<1H OCEAN --120.66,35.5,19.0,1861.0,364.0,1040.0,363.0,3.3125,163900.0,<1H OCEAN --120.66,35.49,17.0,4422.0,945.0,2307.0,885.0,2.8285,171300.0,<1H OCEAN --120.65,35.48,19.0,2310.0,471.0,1341.0,441.0,3.225,166900.0,<1H OCEAN --120.64,35.46,6.0,5876.0,1406.0,2877.0,1304.0,2.5437,146400.0,<1H OCEAN --120.69,35.49,16.0,2666.0,450.0,1203.0,429.0,4.1375,222400.0,<1H OCEAN --120.68,35.48,15.0,2608.0,525.0,1351.0,502.0,2.7798,205800.0,<1H OCEAN --120.67,35.48,18.0,2339.0,443.0,1097.0,416.0,3.3438,176100.0,<1H OCEAN --120.66,35.47,18.0,2474.0,449.0,1269.0,431.0,3.9063,184800.0,<1H OCEAN --120.66,35.46,17.0,3748.0,609.0,1860.0,612.0,4.5179,225600.0,<1H OCEAN --120.7,35.55,10.0,3979.0,761.0,1834.0,671.0,3.5,172100.0,<1H OCEAN --120.76,35.52,7.0,9613.0,1666.0,4487.0,1653.0,3.6667,250600.0,<1H OCEAN --120.71,35.5,12.0,3098.0,453.0,1433.0,434.0,5.2508,292900.0,<1H OCEAN --120.56,35.48,12.0,4161.0,731.0,1609.0,615.0,5.0947,267500.0,<1H OCEAN --119.93,35.2,29.0,1649.0,342.0,671.0,264.0,3.0602,69800.0,INLAND --120.49,35.35,17.0,3043.0,608.0,1457.0,545.0,3.1641,158600.0,<1H OCEAN --120.65,35.41,15.0,6725.0,1111.0,3139.0,1029.0,4.1875,261600.0,<1H OCEAN --120.64,35.47,8.0,416.0,121.0,936.0,97.0,2.1154,117200.0,<1H OCEAN --122.4,37.68,36.0,3595.0,815.0,1649.0,755.0,3.3816,253400.0,NEAR BAY --122.4,37.68,41.0,2267.0,486.0,1045.0,459.0,4.1146,272200.0,NEAR BAY --122.32,37.69,48.0,592.0,122.0,340.0,143.0,5.966,315200.0,NEAR BAY --122.41,37.7,23.0,1817.0,400.0,1376.0,382.0,2.4113,214200.0,NEAR BAY --122.42,37.71,44.0,2080.0,489.0,1781.0,478.0,3.6827,215300.0,NEAR BAY --122.43,37.71,24.0,4299.0,857.0,2249.0,788.0,4.6098,290400.0,NEAR BAY --122.43,37.7,19.0,1733.0,354.0,959.0,348.0,4.7708,281700.0,NEAR BAY --122.44,37.7,6.0,3523.0,664.0,1705.0,608.0,4.9318,258100.0,NEAR OCEAN --122.45,37.7,46.0,2193.0,499.0,1814.0,489.0,4.0125,230100.0,NEAR OCEAN --122.45,37.71,50.0,1441.0,283.0,1159.0,286.0,4.5417,233700.0,NEAR OCEAN --122.45,37.71,49.0,2244.0,442.0,1948.0,423.0,4.7639,251500.0,NEAR OCEAN --122.45,37.7,16.0,6457.0,1336.0,4375.0,1231.0,5.1788,267000.0,NEAR OCEAN --122.46,37.7,37.0,1028.0,275.0,904.0,261.0,3.5035,238600.0,NEAR OCEAN --122.46,37.69,35.0,1983.0,385.0,1577.0,414.0,4.0833,266700.0,NEAR OCEAN --122.46,37.7,37.0,3029.0,738.0,2436.0,700.0,3.3214,243200.0,NEAR OCEAN --122.47,37.7,45.0,3290.0,693.0,2466.0,666.0,3.6588,238600.0,NEAR OCEAN --122.46,37.71,44.0,364.0,102.0,339.0,98.0,2.483,214300.0,NEAR OCEAN --122.46,37.71,45.0,1799.0,394.0,1436.0,389.0,3.65,239900.0,NEAR OCEAN --122.46,37.7,42.0,876.0,216.0,713.0,203.0,3.84,235900.0,NEAR OCEAN --122.47,37.7,44.0,2034.0,423.0,1491.0,373.0,4.5341,236500.0,NEAR OCEAN --122.47,37.71,37.0,1046.0,251.0,822.0,239.0,3.5,224400.0,NEAR OCEAN --122.46,37.71,39.0,2076.0,482.0,1738.0,445.0,3.1958,232100.0,NEAR OCEAN --122.48,37.7,33.0,4167.0,1398.0,2923.0,1314.0,3.049,307000.0,NEAR OCEAN --122.48,37.7,33.0,4492.0,,3477.0,1537.0,3.0546,297900.0,NEAR OCEAN --122.48,37.71,39.0,3615.0,632.0,1571.0,615.0,5.1149,314200.0,NEAR OCEAN --122.48,37.71,29.0,1048.0,150.0,455.0,152.0,6.1278,417600.0,NEAR OCEAN --122.54,37.7,36.0,3988.0,732.0,1793.0,708.0,4.2472,292500.0,NEAR OCEAN --122.49,37.67,35.0,5275.0,903.0,2892.0,842.0,4.6771,266400.0,NEAR OCEAN --122.49,37.68,35.0,2405.0,461.0,1583.0,471.0,5.0659,238000.0,NEAR OCEAN --122.49,37.67,29.0,3795.0,675.0,2494.0,696.0,5.2848,260300.0,NEAR OCEAN --122.49,37.7,36.0,1946.0,340.0,828.0,313.0,5.2811,287700.0,NEAR OCEAN --122.49,37.69,36.0,1344.0,258.0,782.0,265.0,4.5,275600.0,NEAR OCEAN --122.48,37.69,33.0,2347.0,512.0,1259.0,481.0,3.4492,264300.0,NEAR OCEAN --122.49,37.69,35.0,2644.0,456.0,1465.0,430.0,4.9375,277000.0,NEAR OCEAN --122.49,37.69,35.0,2576.0,443.0,1273.0,433.0,4.7391,272800.0,NEAR OCEAN --122.47,37.7,47.0,737.0,126.0,370.0,136.0,3.775,281300.0,NEAR OCEAN --122.47,37.69,27.0,2447.0,720.0,2104.0,657.0,3.449,239100.0,NEAR OCEAN --122.47,37.69,30.0,837.0,213.0,606.0,199.0,4.875,258800.0,NEAR OCEAN --122.48,37.69,42.0,2993.0,512.0,1594.0,546.0,4.4821,252400.0,NEAR OCEAN --122.48,37.69,43.0,2661.0,455.0,1384.0,456.0,4.2421,257500.0,NEAR OCEAN --122.46,37.69,26.0,4302.0,1125.0,3320.0,1100.0,3.4375,277700.0,NEAR OCEAN --122.46,37.68,23.0,2812.0,769.0,1983.0,681.0,2.9413,229400.0,NEAR OCEAN --122.47,37.69,35.0,1720.0,421.0,1452.0,425.0,3.5909,256100.0,NEAR OCEAN --122.47,37.69,34.0,1954.0,357.0,1130.0,367.0,4.6447,304500.0,NEAR OCEAN --122.47,37.68,31.0,4077.0,777.0,2544.0,738.0,4.5337,306700.0,NEAR OCEAN --122.48,37.68,31.0,3506.0,653.0,2296.0,645.0,5.5647,268700.0,NEAR OCEAN --122.48,37.67,15.0,2897.0,728.0,2340.0,720.0,3.3906,303700.0,NEAR OCEAN --122.48,37.67,31.0,2609.0,433.0,1746.0,464.0,5.1054,294500.0,NEAR OCEAN --122.49,37.68,34.0,3718.0,676.0,2510.0,632.0,5.3311,270800.0,NEAR OCEAN --122.48,37.67,14.0,3395.0,1059.0,2258.0,945.0,2.964,319700.0,NEAR OCEAN --122.45,37.69,17.0,2359.0,501.0,884.0,504.0,3.0625,87500.0,NEAR OCEAN --122.45,37.67,35.0,491.0,98.0,274.0,97.0,4.4286,238600.0,NEAR OCEAN --122.47,37.67,20.0,5689.0,992.0,3752.0,1002.0,5.5845,304300.0,NEAR OCEAN --122.47,37.66,18.0,4172.0,806.0,3226.0,790.0,5.7535,297900.0,NEAR OCEAN --122.46,37.67,16.0,3372.0,1101.0,2049.0,1021.0,4.1303,146500.0,NEAR OCEAN --122.46,37.66,15.0,6082.0,1284.0,3861.0,1198.0,5.4221,284700.0,NEAR OCEAN --122.46,37.65,21.0,2751.0,502.0,2027.0,491.0,5.2573,322900.0,NEAR OCEAN --122.45,37.67,36.0,1664.0,326.0,963.0,322.0,4.7813,246400.0,NEAR OCEAN --122.45,37.66,35.0,2738.0,509.0,1545.0,493.0,5.3446,263300.0,NEAR OCEAN --122.46,37.66,36.0,2535.0,451.0,1390.0,436.0,5.3398,260900.0,NEAR OCEAN --122.45,37.66,36.0,5456.0,926.0,2761.0,916.0,4.7755,280700.0,NEAR OCEAN --122.44,37.65,38.0,5277.0,1008.0,2695.0,997.0,3.9722,276200.0,NEAR OCEAN --122.43,37.66,29.0,3541.0,786.0,2259.0,770.0,4.3039,278400.0,NEAR OCEAN --122.44,37.66,21.0,5108.0,1510.0,3288.0,1405.0,3.1927,252600.0,NEAR OCEAN --122.44,37.66,36.0,1447.0,276.0,799.0,275.0,4.7639,265600.0,NEAR OCEAN --122.44,37.67,35.0,1814.0,365.0,1025.0,384.0,4.425,268400.0,NEAR OCEAN --122.42,37.67,42.0,2274.0,429.0,1255.0,397.0,5.1205,226300.0,NEAR OCEAN --122.41,37.66,37.0,2155.0,446.0,1255.0,428.0,3.8438,250700.0,NEAR OCEAN --122.42,37.66,41.0,2189.0,414.0,1063.0,409.0,4.7361,302600.0,NEAR OCEAN --122.42,37.66,28.0,3520.0,672.0,1746.0,602.0,4.9236,273500.0,NEAR OCEAN --122.42,37.66,36.0,725.0,121.0,335.0,140.0,4.125,327600.0,NEAR OCEAN --122.41,37.66,32.0,1385.0,356.0,1096.0,353.0,4.475,246700.0,NEAR OCEAN --122.41,37.66,34.0,1075.0,318.0,906.0,294.0,3.0052,242500.0,NEAR OCEAN --122.41,37.66,40.0,1294.0,308.0,1177.0,301.0,3.6667,218800.0,NEAR OCEAN --122.41,37.66,37.0,694.0,188.0,658.0,225.0,4.6103,237500.0,NEAR OCEAN --122.41,37.66,44.0,431.0,195.0,682.0,212.0,3.2833,233300.0,NEAR OCEAN --122.41,37.65,32.0,3436.0,868.0,2583.0,817.0,3.5039,232400.0,NEAR OCEAN --122.42,37.66,26.0,3253.0,932.0,2246.0,855.0,2.6631,244000.0,NEAR OCEAN --122.43,37.66,43.0,1769.0,387.0,1102.0,377.0,4.5493,281500.0,NEAR OCEAN --122.42,37.65,39.0,4402.0,894.0,2941.0,887.0,3.8565,239800.0,NEAR OCEAN --122.43,37.64,34.0,8400.0,1812.0,4101.0,1717.0,4.1033,301000.0,NEAR OCEAN --122.43,37.64,42.0,4091.0,757.0,1861.0,771.0,4.207,272700.0,NEAR OCEAN --122.45,37.64,19.0,6326.0,1025.0,3444.0,984.0,6.2498,353300.0,NEAR OCEAN --122.46,37.64,26.0,2806.0,375.0,1617.0,396.0,5.3922,353700.0,NEAR OCEAN --122.46,37.65,16.0,8676.0,1633.0,5130.0,1574.0,4.8096,262000.0,NEAR OCEAN --122.46,37.64,17.0,3523.0,669.0,2150.0,666.0,4.5938,251200.0,NEAR OCEAN --122.47,37.65,27.0,8103.0,1655.0,5023.0,1605.0,4.6452,236200.0,NEAR OCEAN --122.53,37.66,25.0,7778.0,1493.0,4674.0,1451.0,5.4694,272400.0,NEAR OCEAN --122.53,37.65,20.0,4582.0,1124.0,2325.0,1040.0,4.0556,275000.0,NEAR OCEAN --122.48,37.65,39.0,3348.0,666.0,1817.0,668.0,4.2593,227400.0,NEAR OCEAN --122.49,37.63,31.0,3109.0,621.0,1472.0,618.0,5.155,263900.0,NEAR OCEAN --122.49,37.63,34.0,696.0,145.0,398.0,162.0,3.525,254100.0,NEAR OCEAN --122.49,37.63,31.0,1256.0,328.0,785.0,297.0,3.2446,234600.0,NEAR OCEAN --122.53,37.63,27.0,2589.0,658.0,1386.0,608.0,2.9087,228200.0,NEAR OCEAN --122.48,37.64,7.0,120.0,21.0,50.0,27.0,12.5,281000.0,NEAR OCEAN --122.47,37.61,34.0,4551.0,837.0,2208.0,834.0,5.4364,279300.0,NEAR OCEAN --122.54,37.62,35.0,1481.0,277.0,747.0,254.0,4.4286,262100.0,NEAR OCEAN --122.49,37.59,35.0,2683.0,475.0,1498.0,484.0,5.1282,262500.0,NEAR OCEAN --122.5,37.59,36.0,1521.0,253.0,736.0,241.0,4.3542,237500.0,NEAR OCEAN --122.5,37.6,35.0,2197.0,369.0,971.0,326.0,4.25,241700.0,NEAR OCEAN --122.55,37.59,31.0,1331.0,245.0,598.0,225.0,4.1827,345500.0,NEAR OCEAN --122.51,37.58,20.0,64.0,21.0,59.0,21.0,2.2375,450000.0,NEAR OCEAN --122.49,37.6,33.0,3507.0,669.0,1697.0,660.0,4.0795,270600.0,NEAR OCEAN --122.48,37.59,29.0,5889.0,959.0,2784.0,923.0,5.3991,273000.0,NEAR OCEAN --122.48,37.57,34.0,4648.0,806.0,2282.0,814.0,4.5556,249000.0,NEAR OCEAN --122.46,37.59,21.0,12902.0,2118.0,6160.0,2082.0,5.7653,325800.0,NEAR OCEAN --122.46,37.63,22.0,6728.0,1382.0,3783.0,1310.0,5.0479,280400.0,NEAR OCEAN --122.45,37.62,26.0,3507.0,512.0,1712.0,509.0,6.7206,344600.0,NEAR OCEAN --122.45,37.63,28.0,4946.0,848.0,2683.0,824.0,5.748,302100.0,NEAR OCEAN --122.44,37.63,35.0,5113.0,959.0,3004.0,964.0,4.7625,281300.0,NEAR OCEAN --122.43,37.63,34.0,4135.0,687.0,2154.0,742.0,4.9732,342300.0,NEAR OCEAN --122.43,37.61,21.0,10252.0,2595.0,4790.0,2428.0,4.1692,344500.0,NEAR OCEAN --122.41,37.62,49.0,1464.0,302.0,636.0,259.0,4.25,284100.0,NEAR OCEAN --122.41,37.61,46.0,2975.0,643.0,1479.0,577.0,3.8214,273600.0,NEAR OCEAN --122.42,37.61,37.0,1866.0,300.0,822.0,305.0,4.7,341300.0,NEAR OCEAN --122.42,37.62,39.0,1355.0,214.0,682.0,246.0,6.3443,324700.0,NEAR OCEAN --122.42,37.62,40.0,1545.0,264.0,756.0,282.0,4.4643,308100.0,NEAR OCEAN --122.42,37.61,17.0,1040.0,432.0,669.0,405.0,4.1513,137500.0,NEAR OCEAN --122.42,37.63,46.0,1811.0,337.0,796.0,333.0,3.43,292900.0,NEAR OCEAN --122.42,37.62,43.0,2367.0,409.0,1141.0,400.0,4.8295,319000.0,NEAR OCEAN --122.42,37.62,36.0,1017.0,165.0,407.0,159.0,4.8,306800.0,NEAR OCEAN --122.42,37.62,36.0,1538.0,256.0,671.0,247.0,4.4091,317900.0,NEAR OCEAN --122.41,37.62,39.0,3119.0,758.0,1807.0,696.0,3.2216,242700.0,NEAR OCEAN --122.4,37.62,32.0,3586.0,921.0,2249.0,911.0,3.1058,253000.0,NEAR OCEAN --122.41,37.63,39.0,4220.0,1055.0,2720.0,1046.0,2.639,242500.0,NEAR OCEAN --122.42,37.64,41.0,98.0,20.0,68.0,19.0,2.225,212500.0,NEAR OCEAN --122.43,37.63,15.0,2748.0,997.0,1447.0,901.0,3.5214,144200.0,NEAR OCEAN --122.42,37.63,46.0,66.0,11.0,30.0,12.0,2.375,275000.0,NEAR OCEAN --122.41,37.63,37.0,1252.0,275.0,878.0,287.0,4.2262,228500.0,NEAR OCEAN --122.41,37.63,35.0,865.0,226.0,602.0,217.0,3.0,229100.0,NEAR OCEAN --122.4,37.62,44.0,1619.0,362.0,1064.0,335.0,4.0238,224200.0,NEAR OCEAN --122.41,37.64,38.0,1204.0,268.0,921.0,247.0,4.4464,215400.0,NEAR OCEAN --122.4,37.61,35.0,2084.0,549.0,1077.0,545.0,3.1628,318400.0,NEAR OCEAN --122.38,37.6,33.0,2577.0,590.0,1867.0,566.0,3.3632,265100.0,NEAR OCEAN --122.39,37.6,36.0,1770.0,499.0,1225.0,459.0,2.56,273100.0,NEAR OCEAN --122.41,37.61,42.0,1602.0,262.0,705.0,255.0,5.7398,336400.0,NEAR OCEAN --122.41,37.61,43.0,1934.0,303.0,847.0,300.0,4.7381,347400.0,NEAR OCEAN --122.41,37.6,31.0,4424.0,834.0,1915.0,817.0,4.1364,412000.0,NEAR OCEAN --122.42,37.6,34.0,3562.0,565.0,1542.0,563.0,5.8783,405100.0,NEAR OCEAN --122.41,37.6,26.0,2754.0,402.0,1128.0,395.0,6.3719,466900.0,NEAR OCEAN --122.41,37.59,34.0,3931.0,622.0,1717.0,621.0,6.2946,450000.0,NEAR OCEAN --122.41,37.59,40.0,2401.0,383.0,894.0,356.0,5.6493,422400.0,NEAR OCEAN --122.4,37.6,30.0,5351.0,1134.0,2558.0,1074.0,3.5817,369300.0,NEAR OCEAN --122.4,37.6,52.0,1380.0,203.0,530.0,210.0,6.221,420300.0,NEAR OCEAN --122.39,37.6,44.0,2304.0,384.0,986.0,379.0,4.652,387100.0,NEAR OCEAN --122.39,37.6,34.0,707.0,,381.0,156.0,4.375,340900.0,NEAR OCEAN --122.39,37.59,32.0,4497.0,,1846.0,715.0,6.1323,500001.0,NEAR OCEAN --122.4,37.59,22.0,2754.0,477.0,1163.0,479.0,6.2306,500001.0,NEAR OCEAN --122.38,37.59,31.0,3052.0,844.0,1581.0,788.0,3.0744,457700.0,NEAR OCEAN --122.38,37.59,44.0,2089.0,348.0,837.0,317.0,4.6628,459200.0,NEAR OCEAN --122.39,37.58,36.0,6026.0,852.0,2314.0,892.0,7.8997,500001.0,NEAR OCEAN --122.4,37.58,26.0,3281.0,,1145.0,480.0,6.358,500001.0,NEAR OCEAN --122.39,37.59,33.0,2064.0,299.0,813.0,303.0,6.0374,500001.0,NEAR OCEAN --122.39,37.57,35.0,520.0,83.0,185.0,76.0,6.4865,450000.0,NEAR OCEAN --122.37,37.6,26.0,15.0,3.0,11.0,3.0,5.048,350000.0,NEAR OCEAN --122.37,37.59,39.0,4645.0,1196.0,2156.0,1113.0,3.4412,353800.0,NEAR OCEAN --122.38,37.59,49.0,1657.0,266.0,613.0,270.0,5.7837,378100.0,NEAR OCEAN --122.37,37.59,52.0,2272.0,403.0,963.0,376.0,5.7245,500000.0,NEAR OCEAN --122.37,37.58,52.0,2188.0,361.0,917.0,357.0,4.4,500000.0,NEAR OCEAN --122.38,37.58,52.0,1704.0,226.0,671.0,243.0,8.4704,500001.0,NEAR OCEAN --122.38,37.58,52.0,2039.0,299.0,772.0,303.0,6.471,500001.0,NEAR OCEAN --122.36,37.58,52.0,3084.0,595.0,1324.0,571.0,5.0756,374200.0,NEAR OCEAN --122.36,37.58,37.0,3325.0,734.0,1468.0,692.0,4.0987,434000.0,NEAR OCEAN --122.37,37.58,43.0,2506.0,432.0,967.0,428.0,4.7404,500001.0,NEAR OCEAN --122.37,37.58,52.0,1900.0,290.0,665.0,276.0,4.5486,500001.0,NEAR OCEAN --122.34,37.59,44.0,1395.0,269.0,736.0,288.0,5.6206,386400.0,NEAR OCEAN --122.33,37.58,40.0,2362.0,468.0,992.0,425.0,4.7917,359900.0,NEAR OCEAN --122.34,37.58,50.0,2784.0,743.0,1622.0,698.0,3.8413,372200.0,NEAR OCEAN --122.35,37.58,52.0,2495.0,458.0,1081.0,471.0,4.0855,410800.0,NEAR OCEAN --122.36,37.59,20.0,2638.0,854.0,1352.0,718.0,3.5125,350600.0,NEAR OCEAN --122.35,37.58,30.0,5039.0,1564.0,2129.0,1536.0,3.3469,345000.0,NEAR OCEAN --122.35,37.58,26.0,854.0,246.0,396.0,231.0,2.8393,375000.0,NEAR OCEAN --122.34,37.57,39.0,2647.0,616.0,1254.0,555.0,4.2407,433800.0,NEAR OCEAN --122.35,37.57,52.0,2059.0,345.0,800.0,308.0,4.97,500001.0,NEAR OCEAN --122.37,37.58,34.0,2697.0,313.0,810.0,279.0,12.4291,500001.0,NEAR OCEAN --122.36,37.57,35.0,1774.0,205.0,588.0,207.0,10.7339,500001.0,NEAR OCEAN --122.36,37.56,32.0,4684.0,540.0,1512.0,511.0,15.0001,500001.0,NEAR OCEAN --122.37,37.56,21.0,7189.0,874.0,2440.0,846.0,11.6833,500001.0,NEAR OCEAN --122.34,37.56,39.0,3562.0,391.0,1139.0,391.0,12.6417,500001.0,NEAR OCEAN --122.34,37.55,25.0,4470.0,518.0,1507.0,504.0,13.3913,500001.0,NEAR OCEAN --122.36,37.54,23.0,6184.0,747.0,2165.0,700.0,10.1675,500001.0,NEAR OCEAN --122.35,37.56,52.0,1659.0,191.0,519.0,201.0,14.4219,500001.0,NEAR OCEAN --122.34,37.57,52.0,2635.0,408.0,967.0,374.0,7.0422,500001.0,NEAR OCEAN --122.34,37.57,52.0,2547.0,373.0,876.0,359.0,8.2598,500001.0,NEAR OCEAN --122.35,37.57,52.0,2170.0,269.0,784.0,274.0,10.4286,500001.0,NEAR OCEAN --122.34,37.57,28.0,3751.0,949.0,1691.0,846.0,3.9728,300000.0,NEAR OCEAN --122.33,37.57,43.0,2543.0,621.0,1301.0,606.0,3.1111,318400.0,NEAR OCEAN --122.33,37.57,27.0,3085.0,876.0,1453.0,896.0,3.4333,290000.0,NEAR OCEAN --122.33,37.58,27.0,5144.0,1481.0,2518.0,1447.0,3.4836,287900.0,NEAR OCEAN --122.33,37.58,28.0,2784.0,736.0,1534.0,685.0,3.38,285400.0,NEAR OCEAN --122.31,37.6,34.0,3225.0,726.0,1958.0,656.0,3.6811,273000.0,NEAR BAY --122.31,37.58,44.0,1990.0,442.0,1141.0,424.0,3.9696,258300.0,NEAR BAY --122.31,37.57,45.0,1165.0,236.0,845.0,251.0,4.1875,267300.0,NEAR OCEAN --122.33,37.58,43.0,1772.0,422.0,1573.0,401.0,2.7474,233100.0,NEAR OCEAN --122.32,37.57,42.0,2574.0,614.0,2377.0,588.0,3.2891,237900.0,NEAR OCEAN --122.32,37.57,33.0,3384.0,819.0,2626.0,793.0,3.2285,234800.0,NEAR OCEAN --122.32,37.57,52.0,499.0,148.0,318.0,145.0,2.9934,256300.0,NEAR OCEAN --122.31,37.57,42.0,3157.0,676.0,1603.0,629.0,3.7422,292600.0,NEAR OCEAN --122.32,37.56,44.0,537.0,173.0,355.0,194.0,2.8571,250000.0,NEAR OCEAN --122.33,37.57,20.0,2126.0,643.0,1112.0,597.0,3.625,283300.0,NEAR OCEAN --122.32,37.56,9.0,1150.0,287.0,377.0,243.0,3.8317,237500.0,NEAR OCEAN --122.33,37.56,34.0,6394.0,1619.0,2400.0,1496.0,3.4902,500001.0,NEAR OCEAN --122.32,37.56,49.0,2016.0,299.0,691.0,288.0,5.549,500001.0,NEAR OCEAN --122.32,37.56,26.0,2339.0,704.0,1283.0,654.0,3.162,415000.0,NEAR OCEAN --122.33,37.56,50.0,1975.0,245.0,644.0,251.0,10.0743,500001.0,NEAR OCEAN --122.32,37.55,50.0,2501.0,433.0,1050.0,410.0,4.6406,500001.0,NEAR OCEAN --122.33,37.55,51.0,2565.0,332.0,870.0,309.0,9.3694,500001.0,NEAR OCEAN --122.34,37.55,44.0,2465.0,328.0,843.0,324.0,6.9533,500001.0,NEAR OCEAN --122.31,37.56,52.0,2351.0,494.0,1126.0,482.0,3.9688,356900.0,NEAR OCEAN --122.31,37.55,52.0,900.0,183.0,371.0,166.0,3.25,296400.0,NEAR OCEAN --122.32,37.55,46.0,1437.0,266.0,607.0,263.0,4.8068,369700.0,NEAR OCEAN --122.32,37.55,44.0,2151.0,411.0,849.0,370.0,4.4583,397100.0,NEAR OCEAN --122.33,37.55,33.0,2199.0,312.0,827.0,319.0,6.1349,500001.0,NEAR OCEAN --122.32,37.54,34.0,3661.0,692.0,1608.0,656.0,5.0774,407200.0,NEAR OCEAN --122.34,37.53,27.0,3339.0,481.0,1354.0,458.0,7.3081,464600.0,NEAR OCEAN --122.33,37.53,18.0,4493.0,760.0,1784.0,725.0,6.7042,413000.0,NEAR OCEAN --122.35,37.53,27.0,2169.0,305.0,905.0,319.0,7.7743,453100.0,NEAR OCEAN --122.34,37.52,34.0,3559.0,560.0,1747.0,550.0,6.6959,411200.0,NEAR OCEAN --122.33,37.53,25.0,1729.0,383.0,769.0,352.0,4.0417,458500.0,NEAR OCEAN --122.32,37.52,17.0,6645.0,1034.0,2557.0,1032.0,6.3892,480800.0,NEAR OCEAN --122.3,37.53,37.0,1338.0,215.0,535.0,221.0,5.4351,376600.0,NEAR OCEAN --122.3,37.53,40.0,1833.0,308.0,751.0,306.0,6.0,384200.0,NEAR OCEAN --122.3,37.53,38.0,984.0,171.0,429.0,157.0,5.3261,376800.0,NEAR OCEAN --122.31,37.52,35.0,1817.0,262.0,659.0,262.0,6.8336,457200.0,NEAR OCEAN --122.31,37.53,39.0,1160.0,191.0,508.0,185.0,5.9539,379100.0,NEAR OCEAN --122.3,37.54,39.0,4292.0,1097.0,1758.0,987.0,2.9405,340500.0,NEAR OCEAN --122.3,37.53,43.0,1748.0,366.0,984.0,371.0,4.5116,337800.0,NEAR OCEAN --122.29,37.53,41.0,839.0,190.0,419.0,215.0,5.012,368200.0,NEAR OCEAN --122.31,37.54,45.0,1222.0,220.0,492.0,205.0,5.539,396900.0,NEAR OCEAN --122.31,37.54,46.0,2444.0,397.0,952.0,402.0,4.75,388200.0,NEAR OCEAN --122.31,37.53,41.0,1608.0,269.0,676.0,267.0,4.6125,361700.0,NEAR OCEAN --122.32,37.53,39.0,2795.0,464.0,1183.0,443.0,5.779,387100.0,NEAR OCEAN --122.31,37.55,27.0,3931.0,933.0,1877.0,851.0,3.9722,354100.0,NEAR OCEAN --122.31,37.54,49.0,1340.0,281.0,660.0,284.0,4.163,393800.0,NEAR OCEAN --122.31,37.54,38.0,1946.0,407.0,975.0,417.0,4.0726,385400.0,NEAR OCEAN --122.31,37.54,42.0,1159.0,261.0,465.0,247.0,3.1842,352800.0,NEAR OCEAN --122.3,37.55,35.0,3675.0,735.0,1930.0,715.0,3.9833,342800.0,NEAR OCEAN --122.31,37.55,45.0,507.0,140.0,305.0,139.0,2.6159,272900.0,NEAR OCEAN --122.31,37.56,45.0,1685.0,321.0,815.0,314.0,4.2955,309700.0,NEAR OCEAN --122.31,37.56,36.0,1727.0,340.0,952.0,337.0,4.7917,316000.0,NEAR OCEAN --122.31,37.56,45.0,1792.0,301.0,829.0,318.0,4.9013,330100.0,NEAR OCEAN --122.31,37.56,40.0,1351.0,330.0,701.0,297.0,3.32,292900.0,NEAR OCEAN --122.31,37.57,37.0,1437.0,305.0,979.0,331.0,4.0,273700.0,NEAR OCEAN --122.31,37.57,31.0,2197.0,477.0,1193.0,394.0,4.6371,271100.0,NEAR OCEAN --122.3,37.57,36.0,1973.0,352.0,1169.0,370.0,5.033,270900.0,NEAR BAY --122.3,37.56,37.0,1962.0,367.0,1267.0,382.0,4.7344,271800.0,NEAR OCEAN --122.3,37.57,36.0,2406.0,436.0,1189.0,403.0,4.7917,276100.0,NEAR BAY --122.29,37.56,34.0,1693.0,281.0,846.0,291.0,5.3683,339400.0,NEAR BAY --122.3,37.56,36.0,1379.0,228.0,750.0,227.0,5.5381,282000.0,NEAR OCEAN --122.29,37.56,36.0,805.0,140.0,445.0,139.0,5.8221,289400.0,NEAR BAY --122.3,37.56,35.0,1873.0,351.0,945.0,333.0,5.5184,274800.0,NEAR OCEAN --122.29,37.56,12.0,6474.0,1467.0,2516.0,1390.0,5.0353,305800.0,NEAR BAY --122.26,37.55,17.0,4576.0,814.0,1941.0,807.0,5.9572,443800.0,NEAR BAY --122.26,37.55,17.0,1321.0,425.0,683.0,408.0,4.7045,500001.0,NEAR BAY --122.27,37.55,16.0,4789.0,816.0,1840.0,763.0,6.7474,338200.0,NEAR BAY --122.26,37.54,16.0,2118.0,333.0,770.0,318.0,7.2477,376000.0,NEAR BAY --122.27,37.55,15.0,1958.0,282.0,811.0,284.0,8.1221,483300.0,NEAR BAY --122.28,37.55,17.0,4199.0,629.0,2020.0,630.0,6.1228,375700.0,NEAR BAY --122.27,37.56,17.0,3211.0,847.0,1553.0,812.0,4.9434,292100.0,NEAR BAY --122.27,37.56,5.0,4921.0,1179.0,1810.0,1073.0,5.6936,322200.0,NEAR BAY --122.26,37.54,13.0,1422.0,295.0,395.0,195.0,5.3247,327800.0,NEAR BAY --122.26,37.54,5.0,3264.0,442.0,1607.0,453.0,9.1415,500001.0,NEAR BAY --122.26,37.54,5.0,1649.0,388.0,779.0,376.0,6.9635,417300.0,NEAR BAY --122.27,37.54,5.0,2140.0,420.0,990.0,394.0,6.035,438800.0,NEAR BAY --122.27,37.54,16.0,3913.0,565.0,1752.0,557.0,7.3644,419700.0,NEAR BAY --122.27,37.54,15.0,2126.0,310.0,905.0,306.0,8.9083,500001.0,NEAR BAY --122.26,37.56,23.0,7283.0,1342.0,3399.0,1298.0,5.6683,391000.0,NEAR BAY --122.26,37.57,23.0,7995.0,1254.0,3484.0,1198.0,6.5948,404000.0,NEAR BAY --122.25,37.56,19.0,7976.0,1406.0,3437.0,1338.0,5.6396,430300.0,NEAR BAY --122.29,37.55,27.0,3789.0,874.0,2243.0,866.0,4.39,270100.0,NEAR OCEAN --122.28,37.54,24.0,5114.0,1357.0,3169.0,1268.0,3.9699,293200.0,NEAR OCEAN --122.29,37.54,43.0,2268.0,438.0,1151.0,449.0,4.9091,293200.0,NEAR OCEAN --122.28,37.54,37.0,991.0,180.0,463.0,177.0,5.1701,294200.0,NEAR OCEAN --122.29,37.54,39.0,1459.0,285.0,761.0,291.0,5.0081,298100.0,NEAR OCEAN --122.29,37.54,41.0,1743.0,349.0,811.0,349.0,4.9464,282400.0,NEAR OCEAN --122.29,37.53,35.0,2043.0,511.0,1089.0,504.0,3.0278,310600.0,NEAR OCEAN --122.28,37.53,15.0,5417.0,1199.0,2593.0,1098.0,4.8047,438000.0,NEAR OCEAN --122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,310900.0,NEAR OCEAN --122.27,37.53,43.0,1145.0,230.0,586.0,254.0,3.5,267400.0,NEAR OCEAN --122.28,37.53,25.0,3710.0,1015.0,2068.0,958.0,3.5445,286700.0,NEAR OCEAN --122.29,37.52,33.0,4104.0,751.0,1837.0,771.0,5.3506,388100.0,NEAR OCEAN --122.28,37.52,27.0,2958.0,655.0,1285.0,577.0,4.0801,397800.0,NEAR OCEAN --122.28,37.52,29.0,1526.0,355.0,724.0,315.0,4.0313,435200.0,NEAR OCEAN --122.28,37.52,38.0,2197.0,357.0,1228.0,373.0,5.4719,397900.0,NEAR OCEAN --122.29,37.52,38.0,3767.0,603.0,1455.0,615.0,6.8787,386800.0,NEAR OCEAN --122.3,37.52,38.0,2769.0,387.0,994.0,395.0,5.5902,417000.0,NEAR OCEAN --122.3,37.51,35.0,2789.0,445.0,1156.0,404.0,5.4322,391000.0,NEAR OCEAN --122.3,37.52,32.0,2297.0,347.0,871.0,342.0,8.1039,382200.0,NEAR OCEAN --122.31,37.52,24.0,2328.0,335.0,969.0,354.0,7.7364,435800.0,NEAR OCEAN --122.32,37.52,26.0,4042.0,591.0,1611.0,578.0,8.4693,419200.0,NEAR OCEAN --122.31,37.5,22.0,14034.0,3020.0,6266.0,2952.0,4.3939,491200.0,NEAR OCEAN --122.27,37.52,35.0,1051.0,259.0,517.0,234.0,3.7,339700.0,NEAR OCEAN --122.27,37.51,36.0,1406.0,224.0,598.0,237.0,5.8964,414800.0,NEAR OCEAN --122.29,37.51,35.0,3040.0,520.0,1374.0,518.0,6.1004,426400.0,NEAR OCEAN --122.26,37.52,34.0,483.0,131.0,291.0,157.0,3.0833,256300.0,NEAR OCEAN --122.26,37.51,46.0,672.0,149.0,351.0,136.0,5.3264,258100.0,NEAR OCEAN --122.25,37.51,45.0,989.0,174.0,504.0,180.0,4.8382,289400.0,NEAR OCEAN --122.25,37.5,44.0,348.0,79.0,154.0,73.0,4.7708,253800.0,NEAR OCEAN --122.27,37.51,39.0,3996.0,793.0,1744.0,761.0,4.5075,364900.0,NEAR OCEAN --122.26,37.51,29.0,3703.0,1075.0,1611.0,1025.0,2.7075,323800.0,NEAR OCEAN --122.26,37.5,24.0,2307.0,510.0,842.0,507.0,3.6111,341500.0,NEAR OCEAN --122.26,37.5,52.0,878.0,186.0,393.0,186.0,3.7045,360500.0,NEAR OCEAN --122.25,37.5,45.0,1812.0,336.0,752.0,329.0,4.95,345000.0,NEAR OCEAN --122.25,37.49,43.0,2607.0,477.0,1225.0,461.0,4.224,349600.0,NEAR OCEAN --122.25,37.49,40.0,2709.0,521.0,1156.0,510.0,4.6366,395500.0,NEAR OCEAN --122.25,37.49,44.0,4420.0,743.0,1790.0,735.0,6.142,394700.0,NEAR OCEAN --122.26,37.5,44.0,6983.0,1131.0,2818.0,1115.0,5.6271,374800.0,NEAR OCEAN --122.28,37.51,33.0,4719.0,,1980.0,757.0,6.1064,405000.0,NEAR OCEAN --122.28,37.5,33.0,6499.0,998.0,2694.0,957.0,7.4787,431300.0,NEAR OCEAN --122.28,37.49,25.0,7335.0,1157.0,2626.0,1049.0,6.5475,500001.0,NEAR OCEAN --122.28,37.49,29.0,4148.0,635.0,1638.0,627.0,6.912,457200.0,NEAR OCEAN --122.27,37.48,26.0,3542.0,507.0,1392.0,524.0,8.5184,500001.0,NEAR OCEAN --122.26,37.48,34.0,4453.0,682.0,1805.0,672.0,5.6038,451300.0,NEAR OCEAN --122.29,37.48,15.0,5480.0,892.0,2009.0,831.0,7.4678,500001.0,NEAR OCEAN --122.27,37.47,44.0,3022.0,473.0,1235.0,477.0,6.7058,495900.0,NEAR OCEAN --122.26,37.46,26.0,5067.0,750.0,1996.0,728.0,7.0001,500001.0,NEAR OCEAN --122.28,37.47,44.0,863.0,114.0,281.0,99.0,6.8879,500001.0,NEAR OCEAN --122.24,37.47,41.0,1183.0,203.0,455.0,171.0,5.1071,314100.0,NEAR OCEAN --122.25,37.48,37.0,3507.0,569.0,1663.0,608.0,5.0863,440300.0,NEAR OCEAN --122.24,37.47,40.0,1504.0,270.0,689.0,287.0,6.1244,308800.0,NEAR OCEAN --122.25,37.47,38.0,645.0,124.0,265.0,103.0,5.4688,305000.0,NEAR OCEAN --122.25,37.47,35.0,3183.0,515.0,1313.0,487.0,5.9062,383200.0,NEAR OCEAN --122.25,37.48,45.0,2743.0,390.0,974.0,400.0,7.1621,500001.0,NEAR OCEAN --122.24,37.48,45.0,4126.0,696.0,1722.0,668.0,4.8966,362100.0,NEAR OCEAN --122.24,37.48,40.0,4459.0,1027.0,2080.0,982.0,3.5322,361900.0,NEAR OCEAN --122.24,37.48,47.0,2423.0,407.0,1010.0,407.0,6.2154,362700.0,NEAR OCEAN --122.24,37.49,30.0,2956.0,590.0,1191.0,594.0,3.7463,427600.0,NEAR OCEAN --122.24,37.49,38.0,4105.0,950.0,2561.0,909.0,3.8684,265600.0,NEAR OCEAN --122.21,37.48,39.0,1535.0,340.0,1204.0,370.0,2.8482,247200.0,NEAR BAY --122.23,37.49,11.0,840.0,329.0,1338.0,345.0,2.3333,241700.0,NEAR OCEAN --122.21,37.49,24.0,2528.0,947.0,2437.0,861.0,2.2746,225000.0,NEAR BAY --122.22,37.48,47.0,2570.0,783.0,3107.0,724.0,2.8058,229500.0,NEAR OCEAN --122.22,37.48,34.0,1541.0,584.0,1564.0,558.0,2.56,250000.0,NEAR OCEAN --122.24,37.49,19.0,322.0,112.0,191.0,102.0,2.5833,500001.0,NEAR OCEAN --122.24,37.55,3.0,6164.0,1175.0,2198.0,975.0,6.7413,435900.0,NEAR BAY --122.25,37.53,16.0,4428.0,664.0,1677.0,623.0,7.6864,422500.0,NEAR BAY --122.26,37.53,4.0,5233.0,1109.0,1690.0,907.0,6.2007,311800.0,NEAR BAY --122.25,37.52,14.0,1472.0,291.0,876.0,292.0,4.3594,366000.0,NEAR BAY --122.21,37.52,18.0,2962.0,945.0,1639.0,851.0,2.7399,87500.0,NEAR BAY --122.19,37.48,35.0,7067.0,1646.0,5380.0,1597.0,4.1776,265300.0,NEAR BAY --122.21,37.48,20.0,505.0,216.0,326.0,216.0,2.9286,237500.0,NEAR BAY --122.21,37.48,37.0,1326.0,335.0,1771.0,335.0,3.0147,218100.0,NEAR BAY --122.2,37.48,32.0,640.0,166.0,991.0,160.0,1.9844,270000.0,NEAR BAY --122.2,37.48,41.0,733.0,155.0,652.0,140.0,5.1654,233600.0,NEAR BAY --122.2,37.48,30.0,1170.0,258.0,610.0,243.0,3.4427,263500.0,NEAR BAY --122.19,37.48,45.0,886.0,165.0,492.0,173.0,4.2708,267000.0,NEAR BAY --122.19,37.48,38.0,1300.0,269.0,608.0,292.0,4.5568,286900.0,NEAR BAY --122.19,37.47,44.0,1371.0,263.0,589.0,301.0,4.8068,312300.0,NEAR BAY --122.2,37.47,44.0,1927.0,332.0,846.0,362.0,4.2083,278200.0,NEAR BAY --122.2,37.47,37.0,1053.0,266.0,939.0,267.0,3.1989,320800.0,NEAR BAY --122.2,37.47,37.0,1403.0,369.0,1587.0,331.0,2.8258,232800.0,NEAR BAY --122.21,37.47,33.0,1266.0,415.0,1991.0,334.0,2.92,202800.0,NEAR OCEAN --122.21,37.47,26.0,1777.0,555.0,1966.0,497.0,3.0472,211000.0,NEAR OCEAN --122.21,37.47,43.0,733.0,162.0,497.0,175.0,3.2708,255300.0,NEAR OCEAN --122.22,37.47,23.0,7740.0,1943.0,4124.0,1743.0,3.3268,322800.0,NEAR OCEAN --122.22,37.47,35.0,367.0,113.0,398.0,109.0,2.5,166700.0,NEAR OCEAN --122.22,37.47,28.0,5956.0,1612.0,3571.0,1549.0,3.1864,272800.0,NEAR OCEAN --122.23,37.48,33.0,3108.0,805.0,1895.0,717.0,3.3015,267700.0,NEAR OCEAN --122.23,37.47,39.0,5264.0,1259.0,3057.0,1265.0,3.623,276600.0,NEAR OCEAN --122.23,37.48,38.0,1578.0,399.0,879.0,388.0,2.7969,298400.0,NEAR OCEAN --122.24,37.47,35.0,2283.0,491.0,1148.0,436.0,4.5556,318600.0,NEAR OCEAN --122.24,37.47,36.0,2021.0,433.0,1117.0,432.0,3.929,303100.0,NEAR OCEAN --122.23,37.46,33.0,2643.0,464.0,1015.0,427.0,4.2232,363700.0,NEAR OCEAN --122.23,37.46,26.0,4670.0,1039.0,2103.0,933.0,4.4167,333800.0,NEAR OCEAN --122.25,37.46,33.0,6841.0,950.0,2681.0,980.0,7.1088,443300.0,NEAR OCEAN --122.24,37.46,36.0,4686.0,781.0,2254.0,845.0,6.1043,343500.0,NEAR OCEAN --122.26,37.45,17.0,2742.0,441.0,986.0,421.0,5.9285,496000.0,NEAR OCEAN --122.23,37.46,36.0,6090.0,1057.0,3081.0,1075.0,5.6629,343600.0,NEAR OCEAN --122.22,37.46,37.0,2586.0,495.0,1208.0,502.0,4.3214,342700.0,NEAR OCEAN --122.23,37.45,34.0,4177.0,723.0,1586.0,660.0,5.0457,395100.0,NEAR OCEAN --122.23,37.45,29.0,1617.0,235.0,758.0,246.0,7.7932,469900.0,NEAR OCEAN --122.22,37.46,13.0,2888.0,546.0,1182.0,504.0,6.0255,409300.0,NEAR OCEAN --122.2,37.46,40.0,1723.0,208.0,976.0,209.0,9.8892,500001.0,NEAR OCEAN --122.2,37.44,31.0,2328.0,270.0,722.0,247.0,15.0001,500001.0,NEAR OCEAN --122.22,37.44,32.0,4281.0,501.0,1318.0,484.0,15.0001,500001.0,NEAR OCEAN --122.21,37.46,48.0,2560.0,322.0,921.0,301.0,10.8758,500001.0,NEAR OCEAN --122.21,37.46,40.0,1777.0,207.0,577.0,207.0,15.0001,500001.0,NEAR OCEAN --122.18,37.46,40.0,2529.0,293.0,831.0,258.0,15.0001,500001.0,NEAR BAY --122.2,37.47,40.0,2959.0,389.0,985.0,365.0,9.9025,500001.0,NEAR BAY --122.18,37.47,37.0,2848.0,328.0,852.0,327.0,13.367,500001.0,NEAR BAY --122.16,37.47,44.0,2581.0,437.0,1006.0,414.0,5.397,341700.0,NEAR BAY --122.17,37.48,39.0,2427.0,401.0,1178.0,408.0,5.9629,352700.0,NEAR BAY --122.16,37.47,33.0,3687.0,852.0,3091.0,852.0,2.6506,162600.0,NEAR BAY --122.16,37.48,36.0,2238.0,479.0,1949.0,457.0,2.3769,157300.0,NEAR BAY --122.14,37.5,46.0,30.0,4.0,13.0,5.0,15.0001,500001.0,NEAR BAY --122.14,37.48,36.0,1210.0,236.0,981.0,239.0,4.0039,148900.0,NEAR BAY --122.14,37.47,36.0,2081.0,412.0,1931.0,373.0,3.7917,160600.0,NEAR BAY --122.12,37.48,36.0,880.0,177.0,795.0,188.0,3.8194,159400.0,NEAR BAY --122.13,37.47,25.0,1630.0,353.0,1546.0,371.0,5.0893,173400.0,NEAR BAY --122.13,37.46,37.0,1576.0,334.0,1385.0,323.0,2.5294,159400.0,NEAR BAY --122.13,37.46,35.0,1321.0,300.0,1133.0,287.0,3.7312,159600.0,NEAR BAY --122.12,37.45,38.0,1276.0,314.0,955.0,287.0,2.0096,155700.0,NEAR BAY --122.13,37.46,31.0,2247.0,573.0,1711.0,511.0,3.2642,185600.0,NEAR BAY --122.13,37.47,30.0,1480.0,294.0,1126.0,301.0,4.983,166700.0,NEAR BAY --122.14,37.47,37.0,3373.0,815.0,2909.0,705.0,2.8868,156600.0,NEAR BAY --122.15,37.47,37.0,1844.0,382.0,1634.0,417.0,2.7993,145500.0,NEAR BAY --122.15,37.47,38.0,1560.0,301.0,1331.0,316.0,3.0521,151500.0,NEAR BAY --122.15,37.46,30.0,4198.0,1244.0,2678.0,1147.0,3.6712,308600.0,NEAR BAY --122.14,37.46,27.0,5580.0,2009.0,4165.0,1763.0,2.4375,189000.0,NEAR BAY --122.15,37.47,39.0,1295.0,239.0,566.0,242.0,5.6407,326400.0,NEAR BAY --122.15,37.46,42.0,1995.0,412.0,794.0,374.0,5.6234,379600.0,NEAR BAY --122.16,37.46,45.0,2068.0,348.0,844.0,366.0,6.227,417800.0,NEAR BAY --122.16,37.45,50.0,196.0,41.0,76.0,42.0,7.6129,412500.0,NEAR BAY --122.16,37.46,32.0,2663.0,661.0,1403.0,733.0,4.2667,410200.0,NEAR BAY --122.17,37.46,47.0,2312.0,332.0,1044.0,282.0,9.459,500001.0,NEAR BAY --122.19,37.46,34.0,5419.0,1183.0,2002.0,1138.0,4.1985,500001.0,NEAR BAY --122.17,37.45,33.0,1828.0,396.0,766.0,378.0,4.4531,500001.0,NEAR BAY --122.17,37.45,35.0,1025.0,242.0,388.0,232.0,5.1995,500001.0,NEAR BAY --122.18,37.45,43.0,2061.0,437.0,817.0,385.0,4.4688,460200.0,NEAR BAY --122.18,37.45,37.0,5257.0,1360.0,2128.0,1264.0,4.0,394300.0,NEAR BAY --122.19,37.45,18.0,1636.0,414.0,853.0,439.0,5.1032,464600.0,NEAR OCEAN --122.18,37.44,44.0,2237.0,347.0,948.0,346.0,8.2436,500001.0,NEAR OCEAN --122.19,37.44,38.0,3383.0,456.0,1203.0,465.0,9.3198,500001.0,NEAR OCEAN --122.19,37.44,39.0,4402.0,618.0,1616.0,631.0,8.9955,500001.0,NEAR OCEAN --122.2,37.43,38.0,3626.0,528.0,1350.0,532.0,7.3681,500001.0,NEAR OCEAN --122.21,37.44,35.0,1140.0,193.0,486.0,199.0,4.6908,500001.0,NEAR OCEAN --122.2,37.43,40.0,2223.0,412.0,1050.0,417.0,5.2421,444500.0,NEAR OCEAN --122.19,37.43,39.0,2392.0,420.0,937.0,406.0,6.6136,472800.0,NEAR OCEAN --122.2,37.43,22.0,3294.0,744.0,1337.0,655.0,5.2391,500001.0,NEAR OCEAN --122.21,37.43,33.0,1606.0,254.0,727.0,271.0,8.6963,500001.0,NEAR OCEAN --122.21,37.43,23.0,5741.0,1012.0,1843.0,888.0,5.7211,500001.0,NEAR OCEAN --122.23,37.42,16.0,1945.0,320.0,512.0,300.0,7.4542,500001.0,NEAR OCEAN --122.19,37.42,47.0,932.0,167.0,295.0,116.0,8.4375,500001.0,NEAR OCEAN --122.21,37.43,20.0,975.0,134.0,324.0,146.0,9.7796,500001.0,NEAR OCEAN --122.21,37.42,28.0,564.0,72.0,191.0,79.0,11.9666,500001.0,NEAR OCEAN --122.2,37.4,37.0,1296.0,194.0,540.0,192.0,8.2782,500001.0,NEAR OCEAN --122.2,37.4,30.0,2612.0,338.0,980.0,324.0,10.0481,500001.0,NEAR OCEAN --122.21,37.38,28.0,4518.0,578.0,1489.0,559.0,11.3176,500001.0,NEAR OCEAN --122.2,37.35,17.0,3095.0,442.0,1173.0,424.0,13.2986,500001.0,NEAR BAY --122.21,37.37,34.0,1476.0,217.0,613.0,223.0,8.2883,500001.0,NEAR OCEAN --122.22,37.37,26.0,440.0,202.0,322.0,218.0,5.1831,350000.0,NEAR OCEAN --122.22,37.36,34.0,1559.0,243.0,600.0,242.0,8.7382,500001.0,NEAR OCEAN --122.22,37.4,32.0,2297.0,287.0,814.0,283.0,15.0001,500001.0,NEAR OCEAN --122.25,37.45,34.0,2999.0,365.0,927.0,369.0,10.2811,500001.0,NEAR OCEAN --122.27,37.45,41.0,830.0,136.0,353.0,153.0,6.3824,500001.0,NEAR OCEAN --122.24,37.43,36.0,2410.0,361.0,934.0,377.0,7.652,500001.0,NEAR OCEAN --122.27,37.43,33.0,1601.0,223.0,629.0,215.0,15.0001,500001.0,NEAR OCEAN --122.25,37.39,33.0,370.0,42.0,153.0,53.0,10.6514,500001.0,NEAR OCEAN --122.26,37.38,28.0,1103.0,164.0,415.0,154.0,7.8633,500001.0,NEAR OCEAN --122.29,37.41,30.0,6373.0,854.0,2149.0,798.0,10.6868,500001.0,NEAR OCEAN --122.46,37.51,23.0,949.0,151.0,399.0,149.0,5.6286,411300.0,NEAR OCEAN --122.47,37.5,18.0,2297.0,416.0,1086.0,381.0,4.875,334600.0,NEAR OCEAN --122.47,37.5,25.0,950.0,259.0,404.0,195.0,3.1937,319200.0,NEAR OCEAN --122.48,37.51,22.0,1564.0,278.0,761.0,270.0,4.7578,318500.0,NEAR OCEAN --122.47,37.51,15.0,4974.0,764.0,2222.0,774.0,6.7606,364300.0,NEAR OCEAN --122.44,37.52,16.0,7077.0,1179.0,3502.0,1148.0,5.9919,345100.0,NEAR OCEAN --122.53,37.5,19.0,4768.0,807.0,2199.0,805.0,6.1896,331100.0,NEAR OCEAN --122.49,37.54,15.0,3456.0,545.0,1527.0,535.0,6.3256,368000.0,NEAR OCEAN --122.51,37.53,17.0,1574.0,262.0,672.0,241.0,7.2929,355800.0,NEAR OCEAN --122.5,37.51,11.0,749.0,137.0,355.0,124.0,8.2364,371800.0,NEAR OCEAN --122.49,37.5,21.0,1209.0,309.0,801.0,259.0,4.5625,500000.0,NEAR OCEAN --122.43,37.43,17.0,11999.0,2249.0,5467.0,1989.0,4.8405,354300.0,NEAR OCEAN --122.34,37.46,21.0,1799.0,293.0,576.0,277.0,7.439,500001.0,NEAR OCEAN --122.38,37.34,33.0,1054.0,209.0,400.0,161.0,7.7773,456300.0,NEAR OCEAN --122.33,37.39,52.0,573.0,102.0,232.0,92.0,6.2263,500001.0,NEAR OCEAN --122.27,37.32,37.0,2607.0,534.0,1346.0,507.0,5.3951,277700.0,NEAR OCEAN --122.27,37.24,30.0,2762.0,593.0,1581.0,502.0,5.1002,319400.0,NEAR OCEAN --122.38,37.18,52.0,1746.0,315.0,941.0,220.0,3.3047,286100.0,NEAR OCEAN --119.77,34.44,24.0,5652.0,1313.0,2312.0,1294.0,2.4717,295300.0,NEAR OCEAN --119.78,34.45,9.0,1830.0,353.0,1515.0,220.0,4.2109,450000.0,NEAR OCEAN --119.79,34.45,24.0,2746.0,433.0,1076.0,380.0,5.8635,348700.0,NEAR OCEAN --119.75,34.45,26.0,3578.0,677.0,1504.0,618.0,4.1375,395000.0,NEAR OCEAN --119.75,34.44,28.0,1080.0,298.0,524.0,251.0,1.8432,327300.0,NEAR OCEAN --119.76,34.44,28.0,1985.0,582.0,1092.0,548.0,2.4701,290900.0,NEAR OCEAN --119.75,34.45,6.0,2864.0,,1404.0,603.0,5.5073,263800.0,NEAR OCEAN --119.78,34.48,21.0,2377.0,322.0,1007.0,328.0,7.9248,500001.0,NEAR OCEAN --119.75,34.5,26.0,3563.0,579.0,1479.0,575.0,5.9522,438400.0,<1H OCEAN --119.78,34.45,23.0,2077.0,306.0,705.0,256.0,6.4744,500001.0,NEAR OCEAN --119.73,34.44,38.0,1729.0,,801.0,395.0,3.1364,357500.0,NEAR OCEAN --119.73,34.43,35.0,2703.0,654.0,1383.0,631.0,4.5278,340400.0,NEAR OCEAN --119.74,34.44,26.0,4257.0,1031.0,1861.0,950.0,3.4047,294500.0,NEAR OCEAN --119.72,34.43,30.0,2491.0,656.0,1091.0,576.0,2.5139,279500.0,<1H OCEAN --119.72,34.43,27.0,984.0,299.0,777.0,313.0,2.5694,275000.0,<1H OCEAN --119.72,34.43,46.0,1332.0,329.0,746.0,310.0,3.6719,357400.0,<1H OCEAN --119.72,34.43,36.0,1156.0,309.0,521.0,304.0,2.6014,320600.0,<1H OCEAN --119.72,34.43,33.0,1028.0,377.0,753.0,356.0,2.3454,243800.0,<1H OCEAN --119.71,34.43,18.0,1170.0,372.0,681.0,346.0,2.1974,255000.0,<1H OCEAN --119.71,34.42,31.0,1643.0,499.0,1253.0,499.0,3.1563,267000.0,<1H OCEAN --119.71,34.43,47.0,1572.0,417.0,790.0,384.0,2.6429,279200.0,<1H OCEAN --119.72,34.44,50.0,3265.0,509.0,1256.0,443.0,6.3997,500001.0,<1H OCEAN --119.71,34.44,52.0,1837.0,343.0,711.0,355.0,4.1316,443000.0,<1H OCEAN --119.7,34.43,37.0,1462.0,306.0,678.0,322.0,5.1545,418400.0,<1H OCEAN --119.71,34.43,48.0,2408.0,536.0,1005.0,497.0,3.5213,458600.0,<1H OCEAN --119.7,34.43,39.0,1486.0,467.0,758.0,409.0,2.6875,320600.0,<1H OCEAN --119.7,34.43,52.0,977.0,289.0,412.0,272.0,2.125,300000.0,<1H OCEAN --119.7,34.47,32.0,3725.0,569.0,1304.0,527.0,7.7261,500001.0,<1H OCEAN --119.72,34.47,34.0,3262.0,533.0,1265.0,502.0,5.8411,381800.0,<1H OCEAN --119.71,34.45,35.0,2183.0,363.0,988.0,351.0,5.5922,384400.0,<1H OCEAN --119.71,34.44,41.0,2220.0,367.0,927.0,355.0,5.3184,376000.0,<1H OCEAN --119.72,34.44,43.0,1781.0,342.0,663.0,358.0,4.7,293800.0,<1H OCEAN --119.72,34.44,39.0,1489.0,304.0,700.0,268.0,3.8819,289900.0,<1H OCEAN --119.73,34.44,48.0,2114.0,390.0,973.0,367.0,4.8021,351100.0,NEAR OCEAN --119.73,34.45,44.0,2261.0,328.0,763.0,294.0,6.7449,415600.0,<1H OCEAN --119.74,34.44,27.0,1251.0,282.0,503.0,283.0,2.8,353000.0,NEAR OCEAN --119.74,34.45,29.0,2526.0,388.0,1092.0,409.0,6.0597,383100.0,<1H OCEAN --119.69,34.44,41.0,1989.0,271.0,666.0,269.0,6.8406,500001.0,<1H OCEAN --119.69,34.43,44.0,2440.0,485.0,1011.0,442.0,4.149,443600.0,<1H OCEAN --119.7,34.43,35.0,1402.0,369.0,654.0,385.0,2.6205,318800.0,<1H OCEAN --119.69,34.43,43.0,1257.0,311.0,671.0,263.0,2.875,280600.0,<1H OCEAN --119.69,34.43,37.0,2801.0,497.0,1150.0,476.0,5.8311,387700.0,<1H OCEAN --119.68,34.44,23.0,2600.0,398.0,917.0,374.0,8.7394,500001.0,<1H OCEAN --119.67,34.47,35.0,2700.0,422.0,1995.0,383.0,4.9757,500001.0,<1H OCEAN --119.66,34.44,26.0,2790.0,413.0,1014.0,397.0,6.5631,500001.0,<1H OCEAN --119.66,34.43,27.0,5509.0,1059.0,2591.0,979.0,3.8456,500001.0,<1H OCEAN --119.67,34.44,32.0,3202.0,537.0,1316.0,538.0,5.2888,463800.0,<1H OCEAN --119.69,34.43,30.0,1273.0,343.0,1082.0,325.0,2.5104,228100.0,<1H OCEAN --119.68,34.43,33.0,1961.0,462.0,1693.0,445.0,2.9896,236000.0,<1H OCEAN --119.68,34.43,49.0,1785.0,386.0,1267.0,380.0,3.5208,251200.0,<1H OCEAN --119.67,34.38,28.0,1814.0,526.0,849.0,420.0,3.1625,364300.0,<1H OCEAN --119.68,34.42,38.0,1452.0,354.0,1139.0,340.0,2.707,236800.0,<1H OCEAN --119.67,34.43,39.0,1467.0,381.0,1404.0,374.0,2.3681,241400.0,<1H OCEAN --119.67,34.42,37.0,1673.0,444.0,1477.0,446.0,2.0643,246700.0,<1H OCEAN --119.67,34.42,23.0,1333.0,393.0,1369.0,381.0,2.5947,232600.0,<1H OCEAN --119.7,34.43,52.0,1364.0,460.0,804.0,400.0,2.375,293800.0,<1H OCEAN --119.7,34.42,52.0,329.0,109.0,291.0,102.0,1.4722,350000.0,<1H OCEAN --119.7,34.42,41.0,725.0,239.0,582.0,214.0,3.1667,362500.0,<1H OCEAN --119.69,34.42,17.0,1826.0,544.0,1325.0,532.0,1.2762,253600.0,<1H OCEAN --119.69,34.42,52.0,302.0,112.0,392.0,114.0,2.5978,258300.0,<1H OCEAN --119.71,34.42,52.0,1838.0,692.0,851.0,576.0,1.4851,237500.0,<1H OCEAN --119.71,34.42,49.0,1560.0,436.0,1041.0,411.0,2.925,246900.0,<1H OCEAN --119.71,34.42,39.0,1172.0,322.0,606.0,316.0,2.16,259100.0,<1H OCEAN --119.71,34.42,50.0,840.0,279.0,488.0,270.0,2.2097,258300.0,<1H OCEAN --119.7,34.42,43.0,1802.0,557.0,1490.0,538.0,2.675,247900.0,<1H OCEAN --119.7,34.41,52.0,1526.0,458.0,1633.0,449.0,2.2069,226500.0,NEAR OCEAN --119.72,34.42,37.0,1635.0,427.0,1027.0,408.0,3.5905,264700.0,NEAR OCEAN --119.72,34.42,31.0,1524.0,383.0,1257.0,398.0,2.6019,250000.0,NEAR OCEAN --119.72,34.42,49.0,1610.0,370.0,961.0,351.0,2.6983,260100.0,NEAR OCEAN --119.72,34.42,52.0,1759.0,387.0,980.0,402.0,4.0125,261000.0,NEAR OCEAN --119.71,34.42,52.0,1411.0,324.0,1091.0,306.0,4.1062,252900.0,<1H OCEAN --119.71,34.42,23.0,2068.0,658.0,1898.0,570.0,2.5506,230800.0,<1H OCEAN --119.71,34.41,31.0,1034.0,319.0,997.0,308.0,2.6538,231800.0,NEAR OCEAN --119.73,34.35,20.0,1648.0,319.0,905.0,307.0,4.375,335200.0,NEAR OCEAN --119.71,34.36,34.0,1706.0,276.0,628.0,243.0,4.1842,364000.0,NEAR OCEAN --119.7,34.36,35.0,1604.0,334.0,904.0,337.0,4.7411,336400.0,NEAR OCEAN --119.71,34.4,36.0,1846.0,358.0,748.0,329.0,4.2283,326800.0,NEAR OCEAN --119.7,34.4,25.0,1858.0,493.0,865.0,460.0,3.0938,312500.0,NEAR OCEAN --119.72,34.41,35.0,871.0,145.0,354.0,154.0,4.3214,341800.0,NEAR OCEAN --119.71,34.4,27.0,3782.0,771.0,1742.0,751.0,4.0451,395100.0,NEAR OCEAN --119.71,34.41,18.0,1225.0,317.0,694.0,306.0,3.6823,255000.0,NEAR OCEAN --119.7,34.41,19.0,1215.0,360.0,1349.0,423.0,2.6607,226500.0,NEAR OCEAN --119.7,34.41,19.0,2086.0,575.0,1701.0,530.0,2.8042,236100.0,NEAR OCEAN --119.69,34.38,39.0,1383.0,459.0,677.0,362.0,2.25,281300.0,NEAR OCEAN --119.69,34.41,44.0,1208.0,357.0,603.0,297.0,2.6103,500000.0,<1H OCEAN --119.75,34.43,23.0,2982.0,837.0,1317.0,787.0,3.3776,283200.0,NEAR OCEAN --119.74,34.43,26.0,3119.0,562.0,1459.0,562.0,5.0434,340400.0,NEAR OCEAN --119.75,34.4,31.0,1997.0,299.0,826.0,301.0,6.8927,500001.0,NEAR OCEAN --119.73,34.43,27.0,1448.0,404.0,978.0,338.0,2.303,261000.0,NEAR OCEAN --119.73,34.42,23.0,1364.0,227.0,638.0,238.0,5.3279,413900.0,NEAR OCEAN --119.73,34.42,25.0,2024.0,312.0,907.0,335.0,5.4127,392800.0,NEAR OCEAN --119.72,34.41,35.0,1853.0,375.0,878.0,338.0,4.9044,335300.0,NEAR OCEAN --119.74,34.41,30.0,2365.0,417.0,1053.0,409.0,5.5959,346200.0,NEAR OCEAN --119.73,34.41,29.0,1769.0,297.0,703.0,269.0,4.4375,350000.0,NEAR OCEAN --119.72,34.41,26.0,1648.0,378.0,954.0,405.0,3.2895,335000.0,NEAR OCEAN --119.74,34.35,34.0,1664.0,292.0,705.0,257.0,5.0,329400.0,NEAR OCEAN --119.74,34.38,32.0,1479.0,287.0,830.0,288.0,5.345,322600.0,NEAR OCEAN --119.63,34.42,42.0,1765.0,263.0,753.0,260.0,8.5608,500001.0,<1H OCEAN --119.64,34.43,34.0,3045.0,570.0,1002.0,488.0,5.623,500001.0,<1H OCEAN --119.63,34.4,29.0,3865.0,814.0,1266.0,613.0,6.0069,500001.0,<1H OCEAN --119.64,34.43,32.0,1872.0,318.0,749.0,296.0,4.625,500001.0,<1H OCEAN --119.61,34.45,33.0,3597.0,519.0,1207.0,479.0,5.3963,500001.0,<1H OCEAN --119.63,34.44,37.0,3188.0,442.0,984.0,376.0,9.4522,500001.0,<1H OCEAN --119.61,34.43,16.0,2665.0,391.0,794.0,311.0,9.0267,500001.0,<1H OCEAN --119.53,34.41,8.0,1705.0,400.0,886.0,391.0,3.9659,297400.0,<1H OCEAN --119.52,34.41,20.0,4489.0,800.0,2867.0,765.0,4.806,279700.0,<1H OCEAN --119.51,34.4,24.0,3422.0,596.0,1763.0,601.0,5.2039,301300.0,NEAR OCEAN --119.51,34.4,15.0,1112.0,256.0,411.0,245.0,2.0625,314300.0,NEAR OCEAN --119.52,34.39,23.0,1414.0,365.0,889.0,345.0,2.6397,250000.0,NEAR OCEAN --119.51,34.39,32.0,1921.0,394.0,951.0,334.0,3.233,346000.0,NEAR OCEAN --119.52,34.4,20.0,1834.0,477.0,1305.0,417.0,3.2125,251000.0,NEAR OCEAN --119.53,34.38,22.0,2323.0,727.0,1301.0,478.0,2.7864,300000.0,NEAR OCEAN --119.53,34.4,14.0,1671.0,383.0,1079.0,365.0,3.1389,248700.0,<1H OCEAN --119.51,34.46,28.0,3506.0,563.0,1362.0,483.0,6.091,500001.0,<1H OCEAN --119.55,34.38,17.0,1951.0,368.0,681.0,350.0,2.7275,500001.0,<1H OCEAN --119.57,34.38,22.0,2512.0,426.0,919.0,341.0,5.759,425000.0,<1H OCEAN --119.59,34.43,28.0,2718.0,542.0,1066.0,442.0,4.2059,500001.0,<1H OCEAN --119.59,34.39,35.0,622.0,170.0,278.0,139.0,3.6969,335000.0,<1H OCEAN --119.5,34.35,39.0,308.0,38.0,59.0,21.0,11.7794,500001.0,NEAR OCEAN --119.49,34.39,17.0,4617.0,982.0,2303.0,923.0,3.9224,230600.0,NEAR OCEAN --119.72,34.77,35.0,2469.0,553.0,1168.0,427.0,2.4583,62100.0,<1H OCEAN --120.18,34.75,17.0,2074.0,382.0,1035.0,359.0,3.7958,400000.0,<1H OCEAN --120.27,34.72,14.0,1289.0,277.0,693.0,237.0,3.2569,230800.0,<1H OCEAN --120.18,34.62,25.0,1337.0,219.0,671.0,225.0,3.1912,226400.0,NEAR OCEAN --120.2,34.63,14.0,2647.0,515.0,1487.0,488.0,4.4519,227900.0,NEAR OCEAN --120.2,34.61,15.0,2958.0,690.0,1348.0,617.0,3.8582,215200.0,NEAR OCEAN --120.13,34.63,11.0,2137.0,339.0,916.0,338.0,5.5221,394900.0,NEAR OCEAN --120.12,34.6,10.0,2426.0,426.0,966.0,419.0,5.5106,290900.0,NEAR OCEAN --120.14,34.6,22.0,2136.0,465.0,1143.0,409.0,2.9479,243100.0,NEAR OCEAN --120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,500001.0,NEAR OCEAN --120.14,34.59,9.0,2536.0,499.0,832.0,385.0,2.5743,309800.0,NEAR OCEAN --120.14,34.59,24.0,1601.0,282.0,731.0,285.0,4.2026,259800.0,NEAR OCEAN --120.04,34.72,13.0,3942.0,585.0,1542.0,515.0,6.6054,500001.0,NEAR OCEAN --120.11,34.66,18.0,1348.0,238.0,631.0,247.0,5.3154,289400.0,NEAR OCEAN --120.08,34.64,18.0,2375.0,429.0,1048.0,369.0,4.2222,375000.0,NEAR OCEAN --120.08,34.62,11.0,3478.0,588.0,1693.0,582.0,4.6554,272300.0,NEAR OCEAN --120.09,34.62,18.0,2708.0,382.0,988.0,359.0,5.5194,367000.0,NEAR OCEAN --120.11,34.62,16.0,2943.0,394.0,959.0,359.0,6.2094,440000.0,NEAR OCEAN --120.09,34.61,11.0,586.0,125.0,317.0,74.0,2.8906,84400.0,NEAR OCEAN --120.08,34.59,24.0,1874.0,319.0,820.0,315.0,5.1909,390200.0,NEAR OCEAN --120.01,34.54,30.0,2992.0,609.0,1288.0,465.0,3.9375,292900.0,NEAR OCEAN --120.44,34.91,12.0,3189.0,463.0,1200.0,442.0,5.299,226800.0,<1H OCEAN --120.45,34.91,16.0,712.0,147.0,355.0,162.0,2.56,150000.0,<1H OCEAN --120.48,34.9,20.0,3842.0,630.0,2490.0,662.0,3.0559,120100.0,<1H OCEAN --120.45,34.88,15.0,2143.0,286.0,929.0,315.0,5.7306,269700.0,<1H OCEAN --120.44,34.88,9.0,3124.0,415.0,1169.0,407.0,6.7694,275100.0,<1H OCEAN --120.45,34.87,4.0,1533.0,221.0,545.0,191.0,7.5696,328700.0,<1H OCEAN --120.44,34.87,13.0,2312.0,352.0,1084.0,388.0,5.038,194000.0,<1H OCEAN --120.45,34.86,23.0,3415.0,778.0,1492.0,633.0,2.2791,114800.0,NEAR OCEAN --120.4,34.86,11.0,1633.0,348.0,504.0,327.0,2.0508,275000.0,<1H OCEAN --120.4,34.85,26.0,2384.0,385.0,1323.0,400.0,4.8185,157900.0,<1H OCEAN --120.41,34.86,15.0,978.0,187.0,407.0,182.0,4.375,158000.0,<1H OCEAN --120.43,34.86,17.0,3172.0,506.0,1538.0,473.0,4.3125,168100.0,<1H OCEAN --120.43,34.86,17.0,1932.0,347.0,874.0,312.0,3.8203,141500.0,<1H OCEAN --120.37,34.9,17.0,2649.0,386.0,1057.0,362.0,4.7813,326800.0,<1H OCEAN --120.33,34.87,24.0,2590.0,404.0,1093.0,338.0,3.9375,341200.0,<1H OCEAN --120.42,34.91,4.0,6986.0,1217.0,2801.0,1212.0,3.2135,212700.0,<1H OCEAN --120.43,34.9,27.0,2019.0,354.0,1029.0,346.0,3.5391,144700.0,<1H OCEAN --120.43,34.9,30.0,2388.0,393.0,1117.0,375.0,4.1058,164000.0,<1H OCEAN --120.41,34.88,8.0,3119.0,620.0,1159.0,544.0,3.5288,165500.0,<1H OCEAN --120.42,34.89,24.0,2020.0,307.0,855.0,283.0,5.0099,162500.0,<1H OCEAN --120.43,34.89,30.0,1979.0,342.0,999.0,320.0,5.0286,158000.0,<1H OCEAN --120.43,34.89,28.0,2862.0,478.0,1384.0,463.0,4.6694,158200.0,<1H OCEAN --120.43,34.88,22.0,2580.0,381.0,1149.0,372.0,5.0113,158600.0,<1H OCEAN --120.42,34.87,18.0,2505.0,376.0,1162.0,382.0,4.8359,195700.0,<1H OCEAN --120.43,34.87,21.0,2131.0,329.0,1094.0,353.0,4.6648,193000.0,<1H OCEAN --120.43,34.87,26.0,1699.0,272.0,799.0,266.0,3.9871,157700.0,<1H OCEAN --120.41,34.88,4.0,3680.0,559.0,1678.0,569.0,5.0639,201700.0,<1H OCEAN --120.4,34.87,10.0,2197.0,329.0,1064.0,319.0,4.9766,199600.0,<1H OCEAN --120.41,34.87,32.0,1997.0,317.0,866.0,281.0,5.062,158900.0,<1H OCEAN --120.41,34.87,15.0,1534.0,251.0,761.0,240.0,4.9028,193600.0,<1H OCEAN --120.42,34.95,52.0,1391.0,287.0,632.0,276.0,1.7431,131500.0,<1H OCEAN --120.42,34.95,33.0,3404.0,711.0,1579.0,639.0,3.1078,146700.0,<1H OCEAN --120.43,34.95,50.0,1966.0,413.0,985.0,403.0,2.3506,136100.0,<1H OCEAN --120.43,34.95,43.0,2020.0,344.0,692.0,310.0,3.6815,181800.0,<1H OCEAN --120.42,34.94,32.0,2844.0,551.0,1337.0,516.0,2.7188,133700.0,<1H OCEAN --120.43,34.93,4.0,2866.0,648.0,1311.0,578.0,2.8649,186500.0,<1H OCEAN --120.43,34.93,10.0,2980.0,585.0,1593.0,562.0,3.285,218300.0,<1H OCEAN --120.43,34.98,21.0,2725.0,514.0,1466.0,488.0,3.6639,128600.0,<1H OCEAN --120.43,34.97,28.0,1433.0,270.0,1001.0,278.0,4.0125,130100.0,<1H OCEAN --120.42,34.96,20.0,1678.0,307.0,840.0,316.0,4.4342,160700.0,<1H OCEAN --120.43,34.96,24.0,2739.0,414.0,1171.0,413.0,4.8155,162900.0,<1H OCEAN --120.43,34.96,24.0,1799.0,470.0,1416.0,408.0,2.0673,136900.0,<1H OCEAN --120.42,34.96,31.0,3518.0,608.0,1386.0,572.0,3.6212,151400.0,<1H OCEAN --120.42,34.96,19.0,2298.0,511.0,1246.0,513.0,2.212,132000.0,<1H OCEAN --120.43,34.96,19.0,2350.0,631.0,1291.0,515.0,1.0349,130800.0,<1H OCEAN --120.42,34.97,18.0,1932.0,350.0,1071.0,346.0,4.125,139800.0,<1H OCEAN --120.41,34.96,16.0,2299.0,403.0,1245.0,395.0,4.2125,148300.0,<1H OCEAN --120.42,34.96,14.0,2069.0,343.0,1240.0,338.0,4.5066,149800.0,<1H OCEAN --120.38,34.96,9.0,2813.0,492.0,1144.0,490.0,4.0431,226800.0,<1H OCEAN --120.41,34.96,21.0,1774.0,263.0,724.0,237.0,4.65,152500.0,<1H OCEAN --120.41,34.96,9.0,2712.0,428.0,1116.0,415.0,4.5536,190100.0,<1H OCEAN --120.4,34.95,8.0,1885.0,286.0,835.0,290.0,5.0206,261000.0,<1H OCEAN --120.47,34.98,6.0,5762.0,1115.0,2551.0,919.0,3.0723,137300.0,<1H OCEAN --120.44,34.97,22.0,1619.0,360.0,1509.0,384.0,1.7941,110300.0,<1H OCEAN --120.44,34.97,26.0,1705.0,344.0,1605.0,307.0,3.7589,113700.0,<1H OCEAN --120.45,34.97,25.0,1920.0,380.0,1434.0,388.0,3.0368,129300.0,<1H OCEAN --120.45,34.97,10.0,1897.0,354.0,1353.0,357.0,3.7679,131300.0,<1H OCEAN --120.44,34.96,29.0,2374.0,562.0,1617.0,463.0,2.6531,108300.0,<1H OCEAN --120.44,34.96,30.0,1685.0,315.0,1290.0,368.0,3.4722,112500.0,<1H OCEAN --120.45,34.96,21.0,2121.0,445.0,2211.0,463.0,4.0603,117600.0,<1H OCEAN --120.45,34.96,11.0,1299.0,280.0,1158.0,223.0,2.5556,129200.0,<1H OCEAN --120.44,34.96,39.0,1228.0,379.0,851.0,341.0,1.899,113300.0,<1H OCEAN --120.44,34.96,34.0,1248.0,284.0,986.0,272.0,2.9167,104200.0,<1H OCEAN --120.45,34.96,26.0,1949.0,396.0,1575.0,377.0,2.875,121400.0,<1H OCEAN --120.45,34.95,32.0,1574.0,447.0,1772.0,463.0,1.8625,90200.0,<1H OCEAN --120.44,34.94,24.0,2481.0,476.0,1101.0,474.0,3.1576,147200.0,<1H OCEAN --120.47,34.94,17.0,1368.0,308.0,642.0,303.0,1.8633,109400.0,<1H OCEAN --120.44,34.93,15.0,868.0,244.0,1133.0,253.0,2.0995,87500.0,<1H OCEAN --120.44,34.93,16.0,2098.0,558.0,1252.0,492.0,2.1509,67500.0,<1H OCEAN --120.44,34.95,38.0,3004.0,794.0,2601.0,747.0,2.2743,106400.0,<1H OCEAN --120.45,34.95,10.0,2207.0,644.0,2232.0,543.0,2.375,98500.0,<1H OCEAN --120.44,34.94,29.0,1877.0,516.0,1634.0,492.0,1.6875,122700.0,<1H OCEAN --120.45,34.95,7.0,1479.0,532.0,1057.0,459.0,2.2538,162500.0,<1H OCEAN --120.45,34.94,26.0,1058.0,232.0,891.0,243.0,3.6422,120600.0,<1H OCEAN --120.45,34.94,24.0,1702.0,447.0,1240.0,417.0,2.4091,115500.0,<1H OCEAN --120.54,34.97,23.0,1353.0,345.0,1322.0,336.0,1.8185,97800.0,<1H OCEAN --120.57,34.96,27.0,1401.0,294.0,1306.0,286.0,2.5809,83200.0,NEAR OCEAN --120.57,34.96,38.0,1145.0,297.0,1107.0,296.0,2.1776,89100.0,NEAR OCEAN --120.64,34.97,5.0,2090.0,469.0,1911.0,482.0,2.4318,86100.0,NEAR OCEAN --120.6,34.91,44.0,711.0,140.0,384.0,116.0,2.1094,73800.0,NEAR OCEAN --120.59,34.7,29.0,17738.0,3114.0,12427.0,2826.0,2.7377,28300.0,NEAR OCEAN --120.48,34.7,26.0,3069.0,518.0,1524.0,539.0,4.3162,136400.0,NEAR OCEAN --120.46,34.64,11.0,562.0,164.0,504.0,147.0,2.0161,118800.0,NEAR OCEAN --120.46,34.65,22.0,1298.0,358.0,1272.0,363.0,1.6488,117500.0,NEAR OCEAN --120.46,34.64,26.0,2364.0,604.0,1520.0,529.0,1.9444,129400.0,NEAR OCEAN --120.47,34.64,8.0,2482.0,586.0,1427.0,540.0,3.071,120400.0,NEAR OCEAN --120.47,34.65,31.0,1438.0,320.0,816.0,270.0,2.4583,128100.0,NEAR OCEAN --120.46,34.64,16.0,686.0,217.0,614.0,200.0,0.8106,83300.0,NEAR OCEAN --120.44,34.64,8.0,787.0,126.0,446.0,133.0,4.6023,163400.0,NEAR OCEAN --120.45,34.64,30.0,2330.0,422.0,1255.0,449.0,3.8512,134600.0,NEAR OCEAN --120.45,34.64,27.0,2696.0,622.0,1322.0,543.0,3.0352,135400.0,NEAR OCEAN --120.45,34.64,40.0,1051.0,235.0,574.0,201.0,2.0865,111500.0,NEAR OCEAN --120.46,34.65,10.0,2143.0,593.0,1167.0,548.0,2.0819,103300.0,NEAR OCEAN --120.46,34.65,14.0,885.0,223.0,533.0,224.0,2.5966,109300.0,NEAR OCEAN --120.47,34.65,32.0,2193.0,430.0,1074.0,377.0,2.3333,130200.0,NEAR OCEAN --120.47,34.65,16.0,2549.0,428.0,1486.0,432.0,4.2875,150700.0,NEAR OCEAN --120.45,34.65,27.0,2253.0,382.0,1197.0,384.0,3.3203,134700.0,NEAR OCEAN --120.44,34.65,30.0,2265.0,512.0,1402.0,471.0,1.975,134000.0,NEAR OCEAN --120.45,34.65,27.0,2215.0,578.0,1544.0,527.0,1.9257,135300.0,NEAR OCEAN --120.45,34.65,21.0,1182.0,243.0,733.0,251.0,3.1442,131600.0,NEAR OCEAN --120.45,34.65,25.0,980.0,276.0,896.0,245.0,2.0,87500.0,NEAR OCEAN --120.46,34.63,48.0,1408.0,301.0,682.0,279.0,2.9271,146600.0,NEAR OCEAN --120.46,34.64,37.0,1697.0,334.0,740.0,272.0,2.3804,148000.0,NEAR OCEAN --120.47,34.64,16.0,1912.0,406.0,1009.0,417.0,3.4063,138000.0,NEAR OCEAN --120.45,34.64,17.0,1226.0,277.0,484.0,224.0,3.2167,112500.0,NEAR OCEAN --120.45,34.64,34.0,2571.0,499.0,1105.0,451.0,3.7778,150000.0,NEAR OCEAN --120.45,34.63,32.0,1840.0,309.0,828.0,333.0,4.5486,172400.0,NEAR OCEAN --120.44,34.66,22.0,3231.0,549.0,1739.0,581.0,4.5417,142400.0,NEAR OCEAN --120.45,34.66,7.0,3329.0,504.0,1462.0,452.0,4.7875,198300.0,NEAR OCEAN --120.46,34.66,5.0,2904.0,702.0,1302.0,618.0,3.0081,135200.0,NEAR OCEAN --120.47,34.66,4.0,3376.0,525.0,1684.0,535.0,4.9237,166600.0,NEAR OCEAN --120.39,34.52,40.0,2162.0,395.0,1010.0,332.0,2.5667,239300.0,NEAR OCEAN --120.48,34.66,4.0,1897.0,331.0,915.0,336.0,4.1563,172600.0,NEAR OCEAN --120.48,34.65,26.0,1933.0,316.0,1001.0,319.0,4.4628,134400.0,NEAR OCEAN --120.45,34.63,25.0,2445.0,368.0,983.0,363.0,4.9286,180100.0,NEAR OCEAN --120.47,34.63,23.0,2441.0,463.0,1392.0,434.0,3.7917,142200.0,NEAR OCEAN --120.46,34.74,15.0,2185.0,386.0,827.0,336.0,5.3765,223100.0,NEAR OCEAN --120.45,34.71,21.0,1868.0,268.0,522.0,255.0,6.4678,249300.0,NEAR OCEAN --120.46,34.71,17.0,2830.0,430.0,1035.0,416.0,4.9292,207200.0,NEAR OCEAN --120.47,34.7,24.0,2387.0,385.0,1051.0,382.0,4.4595,152700.0,NEAR OCEAN --120.47,34.71,21.0,2535.0,383.0,1012.0,368.0,5.6177,183800.0,NEAR OCEAN --120.37,34.69,18.0,1868.0,315.0,747.0,265.0,4.7946,290600.0,NEAR OCEAN --120.43,34.7,26.0,2353.0,389.0,1420.0,389.0,3.87,125800.0,NEAR OCEAN --120.43,34.69,33.0,2054.0,373.0,1067.0,358.0,3.6023,128300.0,NEAR OCEAN --120.44,34.68,6.0,2187.0,277.0,697.0,273.0,6.2685,307400.0,NEAR OCEAN --119.86,34.42,23.0,1450.0,642.0,1258.0,607.0,1.179,225000.0,NEAR OCEAN --119.88,34.4,25.0,2741.0,623.0,2272.0,624.0,2.2647,216700.0,NEAR OCEAN --119.85,34.4,14.0,2307.0,650.0,5723.0,615.0,2.1652,37500.0,NEAR OCEAN --119.88,34.43,14.0,2472.0,685.0,1292.0,621.0,3.3026,229500.0,NEAR OCEAN --119.88,34.43,16.0,1734.0,365.0,962.0,391.0,4.4777,282500.0,NEAR OCEAN --119.88,34.43,16.0,2206.0,541.0,1227.0,554.0,3.75,223100.0,NEAR OCEAN --119.88,34.42,22.0,2367.0,492.0,1333.0,488.0,3.6304,312200.0,NEAR OCEAN --119.91,34.4,24.0,2001.0,365.0,1170.0,330.0,6.0992,268800.0,NEAR OCEAN --119.83,34.45,24.0,2168.0,373.0,934.0,366.0,5.4197,280900.0,NEAR OCEAN --119.84,34.44,28.0,977.0,162.0,537.0,159.0,4.2404,274300.0,NEAR OCEAN --119.84,34.45,26.0,4424.0,616.0,1839.0,601.0,6.3654,331200.0,NEAR OCEAN --119.85,34.44,28.0,1765.0,301.0,1173.0,297.0,6.0256,276800.0,NEAR OCEAN --119.81,34.47,26.0,4382.0,618.0,1728.0,587.0,7.4734,432200.0,NEAR OCEAN --119.81,34.46,22.0,3488.0,452.0,1479.0,458.0,7.1687,384400.0,NEAR OCEAN --119.85,34.48,23.0,1915.0,277.0,724.0,267.0,6.2987,348200.0,NEAR OCEAN --119.88,34.44,27.0,4724.0,793.0,2394.0,738.0,5.5954,261400.0,NEAR OCEAN --119.89,34.44,25.0,2786.0,470.0,1669.0,462.0,5.5184,268300.0,NEAR OCEAN --119.89,34.44,25.0,3160.0,507.0,1514.0,523.0,5.0767,271200.0,NEAR OCEAN --119.92,34.44,17.0,2143.0,324.0,1073.0,330.0,6.0321,402600.0,NEAR OCEAN --120.05,34.47,21.0,1241.0,248.0,746.0,211.0,3.8056,425000.0,NEAR OCEAN --119.86,34.38,28.0,1062.0,309.0,1058.0,305.0,1.5071,316700.0,NEAR OCEAN --119.86,34.41,24.0,1576.0,580.0,1630.0,531.0,1.24,325000.0,NEAR OCEAN --119.86,34.38,26.0,1626.0,375.0,1580.0,359.0,2.1471,187500.0,NEAR OCEAN --119.81,34.45,24.0,3678.0,567.0,1554.0,570.0,6.5173,334000.0,NEAR OCEAN --119.81,34.44,23.0,3172.0,588.0,1467.0,559.0,4.6806,288900.0,NEAR OCEAN --119.82,34.45,24.0,3592.0,533.0,1683.0,528.0,6.7247,333800.0,NEAR OCEAN --119.83,34.44,26.0,1739.0,402.0,599.0,368.0,3.0875,198400.0,NEAR OCEAN --119.82,34.44,22.0,2239.0,475.0,1016.0,434.0,4.875,295400.0,NEAR OCEAN --119.81,34.44,14.0,961.0,305.0,662.0,286.0,3.2115,206300.0,NEAR OCEAN --119.82,34.43,15.0,1482.0,345.0,669.0,379.0,3.0773,112500.0,NEAR OCEAN --119.82,34.44,16.0,1414.0,463.0,793.0,439.0,3.6034,150000.0,NEAR OCEAN --119.82,34.44,28.0,1992.0,531.0,1622.0,509.0,2.7689,228200.0,NEAR OCEAN --119.83,34.44,35.0,796.0,281.0,567.0,257.0,2.1389,260000.0,NEAR OCEAN --119.83,34.43,31.0,798.0,346.0,699.0,301.0,2.1417,205000.0,NEAR OCEAN --119.77,34.43,22.0,2552.0,443.0,1066.0,424.0,5.1271,342500.0,NEAR OCEAN --119.77,34.43,28.0,3318.0,441.0,1604.0,404.0,9.7821,500001.0,NEAR OCEAN --119.79,34.4,20.0,3104.0,415.0,1061.0,380.0,9.6885,500001.0,NEAR OCEAN --119.8,34.44,27.0,2674.0,419.0,1176.0,416.0,5.0294,280200.0,NEAR OCEAN --119.8,34.43,27.0,3143.0,537.0,1760.0,570.0,4.6957,271500.0,NEAR OCEAN --119.8,34.43,22.0,2845.0,500.0,1456.0,454.0,5.6604,276400.0,NEAR OCEAN --119.79,34.44,25.0,1479.0,314.0,977.0,309.0,4.1797,271800.0,NEAR OCEAN --119.78,34.44,28.0,2864.0,495.0,1364.0,482.0,4.835,353400.0,NEAR OCEAN --119.79,34.43,26.0,3611.0,563.0,2089.0,540.0,5.1615,276200.0,NEAR OCEAN --121.9,37.36,38.0,1141.0,333.0,1028.0,291.0,2.7333,182500.0,<1H OCEAN --121.89,37.36,37.0,1525.0,363.0,1075.0,374.0,2.8971,186100.0,<1H OCEAN --121.88,37.36,30.0,2453.0,573.0,1845.0,530.0,3.7396,210700.0,<1H OCEAN --121.89,37.35,44.0,1668.0,380.0,1143.0,365.0,3.2083,181900.0,<1H OCEAN --121.9,37.36,47.0,1007.0,245.0,581.0,240.0,2.9545,237500.0,<1H OCEAN --121.9,37.35,52.0,1034.0,239.0,531.0,223.0,2.7411,227100.0,<1H OCEAN --121.9,37.35,42.0,2082.0,626.0,1396.0,610.0,3.25,185300.0,<1H OCEAN --121.9,37.34,50.0,1345.0,287.0,791.0,254.0,3.5966,245800.0,<1H OCEAN --121.9,37.34,52.0,241.0,69.0,385.0,64.0,2.619,212500.0,<1H OCEAN --121.92,37.34,35.0,357.0,120.0,377.0,99.0,3.0139,204200.0,<1H OCEAN --121.92,37.34,42.0,2101.0,524.0,1212.0,526.0,3.6389,239200.0,<1H OCEAN --121.92,37.34,52.0,2584.0,491.0,1087.0,433.0,4.4,391300.0,<1H OCEAN --121.92,37.33,52.0,2009.0,338.0,841.0,338.0,5.5259,295800.0,<1H OCEAN --121.92,37.33,52.0,2962.0,557.0,1215.0,506.0,4.7768,301100.0,<1H OCEAN --121.93,37.33,44.0,1449.0,291.0,676.0,282.0,3.575,292200.0,<1H OCEAN --121.93,37.33,44.0,2142.0,358.0,846.0,375.0,5.4273,421000.0,<1H OCEAN --121.94,37.33,34.0,1809.0,317.0,863.0,302.0,4.3,330500.0,<1H OCEAN --121.91,37.34,35.0,2189.0,607.0,1193.0,562.0,2.8042,240900.0,<1H OCEAN --121.91,37.33,28.0,454.0,147.0,366.0,140.0,2.9853,187500.0,<1H OCEAN --121.91,37.33,52.0,2562.0,410.0,973.0,398.0,4.8854,330600.0,<1H OCEAN --121.92,37.33,52.0,2125.0,382.0,930.0,387.0,5.2831,299500.0,<1H OCEAN --121.9,37.33,34.0,197.0,44.0,152.0,47.0,4.05,200000.0,<1H OCEAN --121.91,37.33,52.0,2212.0,563.0,1195.0,532.0,2.894,209500.0,<1H OCEAN --121.89,37.33,49.0,658.0,318.0,467.0,316.0,0.7068,200000.0,<1H OCEAN --121.9,37.33,11.0,1283.0,390.0,718.0,345.0,4.226,166700.0,<1H OCEAN --121.9,37.33,52.0,1009.0,231.0,929.0,210.0,2.5,162500.0,<1H OCEAN --121.88,37.34,40.0,1547.0,625.0,1493.0,543.0,1.2887,212500.0,<1H OCEAN --121.89,37.33,6.0,1495.0,552.0,1087.0,557.0,2.8798,225000.0,<1H OCEAN --121.88,37.33,36.0,1904.0,689.0,3561.0,632.0,2.0972,187500.0,<1H OCEAN --121.89,37.35,48.0,1562.0,439.0,1469.0,424.0,2.5673,177500.0,<1H OCEAN --121.89,37.34,46.0,1197.0,416.0,898.0,370.0,2.1714,190600.0,<1H OCEAN --121.89,37.34,20.0,1106.0,494.0,851.0,448.0,0.8894,350000.0,<1H OCEAN --121.89,37.34,43.0,1423.0,467.0,1013.0,428.0,1.6708,204200.0,<1H OCEAN --121.88,37.34,52.0,1390.0,365.0,921.0,352.0,2.1442,188900.0,<1H OCEAN --121.88,37.36,42.0,2087.0,402.0,1342.0,423.0,4.2149,199000.0,<1H OCEAN --121.88,37.35,49.0,1728.0,350.0,1146.0,391.0,3.5781,193000.0,<1H OCEAN --121.89,37.35,47.0,2879.0,631.0,2229.0,606.0,3.2599,183100.0,<1H OCEAN --121.89,37.35,43.0,1185.0,296.0,933.0,244.0,2.925,170800.0,<1H OCEAN --121.89,37.35,44.0,2019.0,615.0,1243.0,518.0,2.0549,193800.0,<1H OCEAN --121.88,37.35,43.0,1086.0,219.0,715.0,226.0,4.2381,193500.0,<1H OCEAN --121.87,37.35,37.0,1566.0,375.0,1223.0,346.0,3.2793,174500.0,<1H OCEAN --121.88,37.34,44.0,1267.0,353.0,1018.0,327.0,2.4196,194400.0,<1H OCEAN --121.88,37.35,52.0,1704.0,418.0,1336.0,411.0,2.8167,183500.0,<1H OCEAN --121.87,37.34,52.0,1170.0,215.0,604.0,207.0,2.6667,325900.0,<1H OCEAN --121.87,37.34,52.0,1087.0,166.0,650.0,194.0,6.6345,309000.0,<1H OCEAN --121.87,37.34,39.0,2479.0,541.0,1990.0,506.0,2.4306,289100.0,<1H OCEAN --121.88,37.34,52.0,867.0,232.0,1264.0,227.0,2.6312,302900.0,<1H OCEAN --121.87,37.35,27.0,3500.0,1036.0,3019.0,955.0,2.9222,153700.0,<1H OCEAN --121.86,37.35,46.0,1448.0,330.0,1094.0,331.0,2.4968,174100.0,<1H OCEAN --121.87,37.35,52.0,1557.0,424.0,1580.0,434.0,2.3277,183700.0,<1H OCEAN --121.86,37.34,29.0,5274.0,1625.0,6234.0,1639.0,2.5947,177300.0,<1H OCEAN --121.86,37.34,40.0,2277.0,508.0,1718.0,434.0,3.0089,185200.0,<1H OCEAN --121.88,37.33,41.0,395.0,164.0,549.0,184.0,2.375,175000.0,<1H OCEAN --121.88,37.33,35.0,3300.0,1154.0,3120.0,1075.0,1.473,213600.0,<1H OCEAN --121.87,37.33,37.0,3137.0,685.0,2048.0,651.0,3.0156,270300.0,<1H OCEAN --121.88,37.33,45.0,1192.0,371.0,1084.0,345.0,2.8594,205900.0,<1H OCEAN --121.89,37.33,42.0,1279.0,358.0,1254.0,340.0,2.2583,192500.0,<1H OCEAN --121.89,37.32,34.0,1014.0,246.0,952.0,215.0,2.8864,172500.0,<1H OCEAN --121.88,37.32,30.0,1242.0,338.0,1438.0,325.0,2.6607,169300.0,<1H OCEAN --121.88,37.32,40.0,1331.0,374.0,1276.0,389.0,2.7546,172500.0,<1H OCEAN --121.89,37.32,43.0,1105.0,241.0,982.0,206.0,2.1149,184900.0,<1H OCEAN --121.89,37.32,41.0,977.0,265.0,865.0,253.0,3.2317,184800.0,<1H OCEAN --121.89,37.31,52.0,1994.0,404.0,1014.0,389.0,4.3882,223600.0,<1H OCEAN --121.9,37.31,52.0,2125.0,431.0,1014.0,443.0,5.8186,281100.0,<1H OCEAN --121.9,37.32,48.0,1274.0,313.0,971.0,291.0,3.7738,220600.0,<1H OCEAN --121.91,37.32,42.0,1067.0,256.0,608.0,280.0,3.0096,180800.0,<1H OCEAN --121.91,37.31,16.0,2962.0,898.0,1555.0,795.0,2.5804,216300.0,<1H OCEAN --121.93,37.32,52.0,1460.0,492.0,1165.0,455.0,2.5833,167500.0,<1H OCEAN --121.94,37.33,37.0,818.0,269.0,576.0,261.0,2.1902,250000.0,<1H OCEAN --121.94,37.32,46.0,2451.0,472.0,1163.0,448.0,4.8519,225800.0,<1H OCEAN --121.93,37.32,51.0,2711.0,728.0,1607.0,724.0,3.0,184700.0,<1H OCEAN --121.92,37.32,39.0,836.0,254.0,704.0,272.0,3.5256,192600.0,<1H OCEAN --121.92,37.32,31.0,1902.0,554.0,1485.0,494.0,2.4207,165600.0,<1H OCEAN --121.92,37.32,28.0,2089.0,641.0,1666.0,587.0,2.3633,198400.0,<1H OCEAN --121.93,37.32,50.0,1135.0,215.0,500.0,207.0,4.2614,211300.0,<1H OCEAN --121.94,37.31,5.0,2364.0,578.0,1102.0,502.0,5.2642,246400.0,<1H OCEAN --121.94,37.31,30.0,1680.0,312.0,858.0,310.0,4.0474,280500.0,<1H OCEAN --121.94,37.3,26.0,4348.0,814.0,2347.0,810.0,4.7275,293000.0,<1H OCEAN --121.93,37.3,16.0,1111.0,226.0,317.0,199.0,2.7153,233300.0,<1H OCEAN --121.93,37.31,26.0,2182.0,704.0,1638.0,704.0,2.8981,229800.0,<1H OCEAN --121.92,37.31,34.0,876.0,150.0,424.0,163.0,5.2769,241100.0,<1H OCEAN --121.92,37.31,26.0,3242.0,780.0,2100.0,741.0,3.1107,247900.0,<1H OCEAN --121.93,37.3,16.0,2111.0,485.0,1285.0,499.0,5.0477,292500.0,<1H OCEAN --121.93,37.31,29.0,1377.0,430.0,969.0,399.0,2.6573,252800.0,<1H OCEAN --121.92,37.31,13.0,6035.0,1551.0,2946.0,1481.0,4.0524,213900.0,<1H OCEAN --121.93,37.3,14.0,6277.0,1742.0,3025.0,1630.0,4.0653,234200.0,<1H OCEAN --121.92,37.3,36.0,2088.0,358.0,772.0,347.0,4.2762,310100.0,<1H OCEAN --121.92,37.3,35.0,1335.0,296.0,635.0,296.0,3.6053,345800.0,<1H OCEAN --121.91,37.31,28.0,3104.0,811.0,1488.0,754.0,3.6429,332600.0,<1H OCEAN --121.91,37.31,46.0,3052.0,587.0,1373.0,590.0,4.7287,340000.0,<1H OCEAN --121.9,37.3,39.0,3627.0,666.0,1531.0,635.0,4.537,345900.0,<1H OCEAN --121.91,37.3,43.0,828.0,151.0,446.0,145.0,4.4375,327600.0,<1H OCEAN --121.91,37.3,31.0,2095.0,427.0,829.0,405.0,3.6563,344700.0,<1H OCEAN --121.91,37.3,31.0,616.0,131.0,185.0,107.0,3.625,265000.0,<1H OCEAN --121.89,37.31,40.0,1844.0,340.0,719.0,305.0,3.3682,235200.0,<1H OCEAN --121.88,37.31,28.0,3085.0,552.0,1277.0,512.0,4.5795,262800.0,<1H OCEAN --121.89,37.3,47.0,1604.0,284.0,639.0,278.0,5.8415,283300.0,<1H OCEAN --121.89,37.3,52.0,2071.0,362.0,825.0,364.0,4.2414,284800.0,<1H OCEAN --121.89,37.31,47.0,2986.0,627.0,1399.0,613.0,3.7455,247400.0,<1H OCEAN --121.9,37.3,52.0,1456.0,269.0,582.0,277.0,5.036,296600.0,<1H OCEAN --121.9,37.3,52.0,1575.0,284.0,629.0,284.0,5.6437,312000.0,<1H OCEAN --121.88,37.3,42.0,1867.0,398.0,927.0,389.0,4.325,247000.0,<1H OCEAN --121.88,37.29,44.0,2026.0,396.0,908.0,383.0,4.1406,274100.0,<1H OCEAN --121.89,37.3,47.0,2355.0,426.0,961.0,428.0,5.3955,282300.0,<1H OCEAN --121.89,37.3,46.0,2639.0,448.0,938.0,424.0,5.0662,331600.0,<1H OCEAN --121.89,37.29,38.0,1568.0,351.0,710.0,339.0,2.7042,286600.0,<1H OCEAN --121.9,37.29,26.0,1797.0,244.0,626.0,244.0,7.8575,424600.0,<1H OCEAN --121.9,37.29,36.0,1389.0,225.0,623.0,223.0,6.6331,283300.0,<1H OCEAN --121.92,37.29,34.0,943.0,135.0,378.0,139.0,5.1765,344600.0,<1H OCEAN --121.91,37.29,36.0,945.0,149.0,371.0,158.0,5.6266,320500.0,<1H OCEAN --121.92,37.29,35.0,2189.0,307.0,800.0,320.0,7.6659,426900.0,<1H OCEAN --121.91,37.29,18.0,3597.0,664.0,1321.0,593.0,5.3077,351400.0,<1H OCEAN --121.93,37.29,36.0,2241.0,437.0,989.0,442.0,3.9625,288200.0,<1H OCEAN --121.92,37.29,32.0,1260.0,199.0,560.0,207.0,6.5858,346700.0,<1H OCEAN --121.93,37.28,34.0,2422.0,370.0,1010.0,395.0,5.6494,376200.0,<1H OCEAN --121.93,37.28,10.0,3163.0,832.0,1537.0,797.0,4.1674,214000.0,<1H OCEAN --121.94,37.28,18.0,4356.0,1334.0,1968.0,1245.0,3.6294,240000.0,<1H OCEAN --121.94,37.28,27.0,2859.0,464.0,1144.0,430.0,5.0822,327500.0,<1H OCEAN --121.93,37.27,30.0,2862.0,544.0,1387.0,542.0,5.1104,278100.0,<1H OCEAN --121.94,37.27,23.0,1932.0,552.0,997.0,482.0,3.662,211900.0,<1H OCEAN --121.94,37.27,39.0,1030.0,191.0,537.0,175.0,3.9265,236900.0,<1H OCEAN --121.94,37.26,43.0,2104.0,388.0,1137.0,403.0,4.9236,238000.0,<1H OCEAN --121.94,37.26,21.0,3843.0,716.0,1850.0,705.0,4.6758,264200.0,<1H OCEAN --121.95,37.26,10.0,3611.0,803.0,1599.0,716.0,5.2,248700.0,<1H OCEAN --121.95,37.26,34.0,1482.0,255.0,584.0,246.0,5.5121,264700.0,<1H OCEAN --121.94,37.25,16.0,3942.0,749.0,1894.0,737.0,5.2894,332800.0,<1H OCEAN --121.93,37.26,39.0,1103.0,175.0,446.0,163.0,2.8125,291300.0,<1H OCEAN --121.92,37.26,33.0,1306.0,259.0,762.0,237.0,4.5208,230700.0,<1H OCEAN --121.92,37.25,36.0,3874.0,656.0,1826.0,639.0,4.9662,258500.0,<1H OCEAN --121.91,37.25,31.0,1944.0,343.0,975.0,334.0,4.9205,240500.0,<1H OCEAN --121.92,37.28,27.0,3028.0,486.0,1284.0,498.0,4.5833,308800.0,<1H OCEAN --121.92,37.27,33.0,3280.0,569.0,1583.0,559.0,4.5625,253500.0,<1H OCEAN --121.93,37.27,35.0,1855.0,345.0,985.0,329.0,6.0196,255100.0,<1H OCEAN --121.93,37.27,28.0,3428.0,753.0,1753.0,729.0,4.1033,281000.0,<1H OCEAN --121.92,37.28,26.0,6201.0,783.0,2381.0,819.0,7.9819,397000.0,<1H OCEAN --121.92,37.27,29.0,5536.0,862.0,2651.0,881.0,5.6358,282100.0,<1H OCEAN --121.91,37.27,30.0,4412.0,862.0,2168.0,772.0,5.0062,232000.0,<1H OCEAN --121.91,37.28,29.0,5650.0,817.0,2098.0,813.0,6.4285,337300.0,<1H OCEAN --121.9,37.28,26.0,3756.0,,1408.0,535.0,5.6427,320000.0,<1H OCEAN --121.9,37.27,33.0,3410.0,583.0,1739.0,588.0,5.0714,255600.0,<1H OCEAN --121.9,37.25,28.0,2714.0,502.0,1389.0,490.0,5.7385,240400.0,<1H OCEAN --121.9,37.25,20.0,5483.0,1079.0,2892.0,1057.0,4.6845,250000.0,<1H OCEAN --121.9,37.27,28.0,4538.0,685.0,1996.0,667.0,5.4609,263600.0,<1H OCEAN --121.9,37.26,20.0,4447.0,661.0,2062.0,660.0,6.8088,283300.0,<1H OCEAN --121.91,37.26,25.0,4258.0,719.0,2290.0,743.0,5.1461,267200.0,<1H OCEAN --121.91,37.26,32.0,3776.0,620.0,1790.0,612.0,5.4675,261100.0,<1H OCEAN --121.91,37.26,32.0,3983.0,876.0,1989.0,794.0,3.5625,255200.0,<1H OCEAN --121.89,37.25,23.0,2705.0,449.0,1180.0,442.0,6.0791,316500.0,<1H OCEAN --121.89,37.26,26.0,1864.0,331.0,956.0,325.0,5.5,231700.0,<1H OCEAN --121.88,37.26,25.0,3025.0,689.0,1755.0,661.0,3.8893,218600.0,<1H OCEAN --121.88,37.26,13.0,1893.0,487.0,1018.0,464.0,3.8047,204700.0,<1H OCEAN --121.88,37.26,13.0,1676.0,471.0,710.0,406.0,3.8936,225900.0,<1H OCEAN --121.88,37.25,24.0,968.0,240.0,631.0,250.0,2.8636,240300.0,<1H OCEAN --121.89,37.25,21.0,2080.0,352.0,1040.0,325.0,5.2887,264500.0,<1H OCEAN --121.89,37.25,26.0,1741.0,323.0,1007.0,339.0,4.7069,234800.0,<1H OCEAN --121.89,37.29,36.0,2959.0,529.0,1125.0,520.0,4.2614,268800.0,<1H OCEAN --121.89,37.28,35.0,2418.0,375.0,988.0,374.0,6.0936,365400.0,<1H OCEAN --121.9,37.28,34.0,4613.0,749.0,2050.0,725.0,5.3922,302900.0,<1H OCEAN --121.88,37.28,33.0,2951.0,529.0,1288.0,521.0,4.1554,313100.0,<1H OCEAN --121.89,37.28,32.0,4308.0,717.0,2002.0,695.0,4.1645,281900.0,<1H OCEAN --121.88,37.27,27.0,2019.0,335.0,1020.0,351.0,5.8178,267400.0,<1H OCEAN --121.88,37.27,24.0,4567.0,688.0,2102.0,695.0,5.6895,289000.0,<1H OCEAN --121.89,37.26,25.0,3319.0,531.0,1560.0,502.0,5.8479,263300.0,<1H OCEAN --121.89,37.27,28.0,1481.0,256.0,688.0,221.0,5.2088,240900.0,<1H OCEAN --121.87,37.32,39.0,1839.0,471.0,1528.0,456.0,2.6818,184900.0,<1H OCEAN --121.87,37.32,36.0,1471.0,360.0,1182.0,326.0,2.7031,175800.0,<1H OCEAN --121.88,37.32,38.0,1787.0,508.0,2113.0,530.0,2.6386,177600.0,<1H OCEAN --121.88,37.32,45.0,2213.0,564.0,1920.0,514.0,3.2806,164200.0,<1H OCEAN --121.86,37.31,24.0,1939.0,652.0,1808.0,625.0,2.2259,112500.0,<1H OCEAN --121.87,37.3,28.0,859.0,199.0,455.0,211.0,2.3293,215900.0,<1H OCEAN --121.87,37.31,6.0,3797.0,984.0,2437.0,904.0,3.6802,152400.0,<1H OCEAN --121.87,37.3,14.0,360.0,124.0,134.0,84.0,2.7411,112500.0,<1H OCEAN --121.88,37.3,16.0,2692.0,749.0,1674.0,681.0,2.6763,191100.0,<1H OCEAN --121.86,37.32,13.0,2519.0,581.0,2094.0,530.0,4.3621,173400.0,<1H OCEAN --121.85,37.33,19.0,2228.0,559.0,2845.0,551.0,2.6,172800.0,<1H OCEAN --121.84,37.32,14.0,5762.0,1538.0,3979.0,1389.0,3.6953,192600.0,<1H OCEAN --121.85,37.33,16.0,2987.0,874.0,4241.0,841.0,2.8024,127900.0,<1H OCEAN --121.85,37.33,19.0,735.0,158.0,597.0,134.0,4.5208,188100.0,<1H OCEAN --121.84,37.32,22.0,3015.0,581.0,2491.0,530.0,4.3419,176300.0,<1H OCEAN --121.84,37.32,16.0,1866.0,364.0,1835.0,412.0,5.3363,212800.0,<1H OCEAN --121.87,37.29,18.0,1892.0,568.0,974.0,553.0,2.3715,228000.0,<1H OCEAN --121.87,37.28,21.0,3305.0,749.0,2459.0,701.0,3.9688,249600.0,<1H OCEAN --121.86,37.29,14.0,6160.0,1222.0,2472.0,1204.0,4.1444,178400.0,<1H OCEAN --121.85,37.28,17.0,4208.0,954.0,1476.0,904.0,2.3971,87500.0,<1H OCEAN --121.83,37.3,16.0,5684.0,1386.0,4203.0,1318.0,3.1964,185800.0,<1H OCEAN --121.85,37.3,19.0,6275.0,1546.0,4312.0,1466.0,2.7768,178600.0,<1H OCEAN --121.84,37.29,24.0,3403.0,656.0,2829.0,612.0,4.775,191900.0,<1H OCEAN --121.84,37.29,4.0,2937.0,648.0,1780.0,665.0,4.3851,160400.0,<1H OCEAN --121.84,37.28,18.0,2749.0,633.0,1779.0,561.0,3.925,166100.0,<1H OCEAN --121.83,37.31,19.0,11181.0,1895.0,7817.0,1853.0,5.6058,232700.0,<1H OCEAN --121.83,37.3,17.0,1299.0,211.0,825.0,217.0,4.5,235800.0,<1H OCEAN --121.81,37.29,15.0,5957.0,1037.0,3838.0,997.0,6.2907,253100.0,<1H OCEAN --121.81,37.28,17.0,2277.0,428.0,1887.0,422.0,5.7078,217000.0,<1H OCEAN --121.82,37.28,33.0,2873.0,489.0,1946.0,475.0,5.0709,176400.0,<1H OCEAN --121.83,37.29,10.0,1828.0,453.0,1356.0,409.0,4.5943,123500.0,<1H OCEAN --121.83,37.29,20.0,1649.0,408.0,1729.0,362.0,3.3833,115200.0,<1H OCEAN --121.83,37.28,33.0,1115.0,250.0,1168.0,261.0,3.9009,178600.0,<1H OCEAN --121.83,37.28,19.0,2644.0,833.0,2317.0,780.0,3.1042,183100.0,<1H OCEAN --121.82,37.28,31.0,1340.0,235.0,1336.0,270.0,4.2361,179500.0,<1H OCEAN --121.83,37.29,20.0,2308.0,461.0,2223.0,456.0,4.2589,191000.0,<1H OCEAN --121.82,37.29,16.0,2085.0,394.0,1705.0,391.0,5.0225,222800.0,<1H OCEAN --121.83,37.32,17.0,1887.0,664.0,1906.0,597.0,2.5652,165300.0,<1H OCEAN --121.82,37.31,22.0,2044.0,402.0,1925.0,429.0,3.7102,177500.0,<1H OCEAN --121.82,37.31,15.0,1504.0,294.0,1267.0,291.0,5.5145,219400.0,<1H OCEAN --121.81,37.31,14.0,2731.0,578.0,1109.0,551.0,3.1382,139700.0,<1H OCEAN --121.81,37.31,15.0,1898.0,395.0,1527.0,381.0,4.4792,212500.0,<1H OCEAN --121.81,37.32,26.0,2528.0,511.0,2677.0,512.0,4.1165,164900.0,<1H OCEAN --121.82,37.32,10.0,2506.0,623.0,2634.0,622.0,3.135,231400.0,<1H OCEAN --121.82,37.33,23.0,3279.0,647.0,2582.0,630.0,4.3782,175800.0,<1H OCEAN --121.83,37.32,26.0,1125.0,210.0,943.0,214.0,4.825,181000.0,<1H OCEAN --121.81,37.33,4.0,5532.0,778.0,3651.0,770.0,7.2982,343000.0,<1H OCEAN --121.8,37.34,25.0,1642.0,297.0,1146.0,279.0,5.2088,231400.0,<1H OCEAN --121.8,37.34,20.0,2686.0,414.0,1507.0,405.0,5.8068,263900.0,<1H OCEAN --121.79,37.34,20.0,2018.0,328.0,1196.0,323.0,4.9318,262400.0,<1H OCEAN --121.8,37.35,15.0,2781.0,498.0,1389.0,475.0,5.614,223300.0,<1H OCEAN --121.78,37.34,21.0,1959.0,292.0,891.0,300.0,7.375,338400.0,<1H OCEAN --121.75,37.35,18.0,1947.0,250.0,605.0,184.0,8.1871,500001.0,<1H OCEAN --121.77,37.33,8.0,3088.0,474.0,1799.0,456.0,7.2707,355300.0,<1H OCEAN --121.77,37.33,9.0,3160.0,468.0,1675.0,470.0,7.5443,348400.0,<1H OCEAN --121.78,37.34,11.0,3195.0,410.0,1774.0,418.0,7.0671,378200.0,<1H OCEAN --121.79,37.33,13.0,2978.0,505.0,1794.0,485.0,6.6813,277800.0,<1H OCEAN --121.79,37.33,18.0,3611.0,614.0,2381.0,642.0,5.6345,231000.0,<1H OCEAN --121.79,37.33,10.0,3283.0,550.0,2491.0,522.0,6.6633,283700.0,<1H OCEAN --121.78,37.33,10.0,2829.0,394.0,1510.0,386.0,6.68,359500.0,<1H OCEAN --121.8,37.32,20.0,2473.0,476.0,2228.0,501.0,5.6817,224200.0,<1H OCEAN --121.8,37.32,23.0,1829.0,346.0,1277.0,324.0,4.8092,217400.0,<1H OCEAN --121.8,37.32,14.0,4412.0,924.0,2698.0,891.0,4.7027,227600.0,<1H OCEAN --121.79,37.32,6.0,2850.0,561.0,2160.0,581.0,5.5336,241900.0,<1H OCEAN --121.79,37.32,20.0,3034.0,451.0,1669.0,430.0,6.2742,241300.0,<1H OCEAN --121.76,37.33,5.0,4153.0,719.0,2435.0,697.0,5.6306,286200.0,<1H OCEAN --121.81,37.3,14.0,1870.0,348.0,1214.0,347.0,4.9769,186500.0,<1H OCEAN --121.81,37.31,15.0,1794.0,366.0,1533.0,371.0,5.7843,209900.0,<1H OCEAN --121.8,37.31,15.0,1807.0,378.0,1277.0,341.0,4.5045,164500.0,<1H OCEAN --121.8,37.3,16.0,906.0,149.0,605.0,148.0,4.8173,235600.0,<1H OCEAN --121.81,37.3,15.0,1929.0,345.0,1683.0,347.0,5.5248,235600.0,<1H OCEAN --121.8,37.31,21.0,2630.0,446.0,1789.0,389.0,5.0543,232000.0,<1H OCEAN --121.79,37.31,22.0,2199.0,361.0,1270.0,386.0,5.1149,235700.0,<1H OCEAN --121.78,37.31,25.0,2093.0,297.0,983.0,338.0,6.4664,271500.0,<1H OCEAN --121.79,37.3,10.0,5469.0,950.0,3083.0,906.0,5.9399,241900.0,<1H OCEAN --121.76,37.28,17.0,660.0,129.0,431.0,123.0,4.9097,241000.0,<1H OCEAN --121.74,37.3,12.0,1961.0,280.0,985.0,269.0,6.7159,362700.0,<1H OCEAN --121.78,37.31,7.0,1973.0,328.0,1047.0,303.0,6.234,292200.0,<1H OCEAN --121.77,37.31,16.0,1649.0,228.0,769.0,230.0,6.6455,302600.0,<1H OCEAN --121.76,37.29,15.0,2267.0,348.0,1150.0,327.0,7.1267,277900.0,<1H OCEAN --121.76,37.3,6.0,3526.0,559.0,1378.0,491.0,6.1463,335500.0,<1H OCEAN --121.75,37.3,23.0,1801.0,415.0,548.0,393.0,2.5052,133700.0,<1H OCEAN --121.74,37.29,6.0,7292.0,1295.0,2468.0,1262.0,5.6411,294700.0,<1H OCEAN --121.75,37.29,15.0,1486.0,310.0,455.0,296.0,4.3365,221000.0,<1H OCEAN --121.84,37.34,33.0,1019.0,191.0,938.0,215.0,4.0929,165000.0,<1H OCEAN --121.84,37.33,28.0,1535.0,330.0,1937.0,317.0,4.1146,160100.0,<1H OCEAN --121.84,37.33,26.0,1934.0,408.0,2059.0,416.0,3.6765,163600.0,<1H OCEAN --121.83,37.32,21.0,4559.0,1163.0,5124.0,1124.0,3.2052,179000.0,<1H OCEAN --121.82,37.35,24.0,2298.0,575.0,2409.0,569.0,3.4509,182400.0,<1H OCEAN --121.82,37.34,23.0,7609.0,1446.0,6034.0,1414.0,4.8424,195300.0,<1H OCEAN --121.81,37.35,28.0,3477.0,671.0,2990.0,648.0,4.4671,172600.0,<1H OCEAN --121.81,37.35,29.0,2396.0,452.0,2000.0,481.0,4.375,185500.0,<1H OCEAN --121.8,37.35,27.0,2358.0,415.0,1562.0,383.0,5.2297,192800.0,<1H OCEAN --121.8,37.35,17.0,2529.0,423.0,1756.0,429.0,5.1017,240700.0,<1H OCEAN --121.84,37.34,27.0,2512.0,526.0,3033.0,526.0,4.25,162900.0,<1H OCEAN --121.83,37.33,27.0,3127.0,610.0,3257.0,604.0,4.6333,173600.0,<1H OCEAN --121.83,37.34,21.0,6404.0,1232.0,6047.0,1235.0,4.2098,193400.0,<1H OCEAN --121.83,37.34,26.0,1848.0,339.0,1952.0,327.0,4.087,182500.0,<1H OCEAN --121.87,37.36,34.0,938.0,242.0,769.0,226.0,3.5625,194500.0,<1H OCEAN --121.86,37.35,35.0,2391.0,605.0,1886.0,595.0,2.5551,182100.0,<1H OCEAN --121.86,37.35,43.0,1536.0,371.0,1256.0,357.0,2.8,153300.0,<1H OCEAN --121.85,37.34,27.0,1481.0,409.0,1505.0,391.0,2.5769,137500.0,<1H OCEAN --121.84,37.35,22.0,2914.0,768.0,2962.0,762.0,2.2031,164000.0,<1H OCEAN --121.85,37.35,29.0,3515.0,807.0,3572.0,776.0,2.7562,160100.0,<1H OCEAN --121.84,37.35,20.0,3375.0,867.0,4610.0,860.0,2.6894,182200.0,<1H OCEAN --121.86,37.37,15.0,8162.0,2124.0,8793.0,2086.0,3.3306,210300.0,<1H OCEAN --121.84,37.37,15.0,3315.0,1042.0,2749.0,1059.0,2.3199,140100.0,<1H OCEAN --121.85,37.36,15.0,3148.0,1116.0,3556.0,1037.0,3.0466,159600.0,<1H OCEAN --121.85,37.36,18.0,1525.0,485.0,1705.0,448.0,3.7198,128600.0,<1H OCEAN --121.85,37.36,11.0,2109.0,592.0,2744.0,607.0,4.0452,205900.0,<1H OCEAN --121.86,37.36,31.0,1602.0,358.0,1179.0,354.0,4.4896,156800.0,<1H OCEAN --121.84,37.38,34.0,762.0,182.0,611.0,193.0,3.5625,201800.0,<1H OCEAN --121.85,37.38,12.0,12980.0,2568.0,8190.0,2515.0,5.2415,286500.0,<1H OCEAN --121.84,37.39,31.0,5524.0,914.0,2848.0,879.0,5.5592,229900.0,<1H OCEAN --121.83,37.38,15.0,4430.0,992.0,3278.0,1018.0,4.5533,209900.0,<1H OCEAN --121.84,37.38,33.0,835.0,181.0,781.0,169.0,5.1082,195800.0,<1H OCEAN --121.83,37.38,31.0,3633.0,843.0,2677.0,797.0,3.2222,184800.0,<1H OCEAN --121.83,37.37,43.0,821.0,149.0,370.0,135.0,4.25,209100.0,<1H OCEAN --121.83,37.37,43.0,1461.0,284.0,800.0,258.0,3.2279,182400.0,<1H OCEAN --121.84,37.37,42.0,1237.0,232.0,900.0,241.0,3.8571,187500.0,<1H OCEAN --121.84,37.37,28.0,1579.0,339.0,1252.0,353.0,4.1615,214800.0,<1H OCEAN --121.82,37.37,40.0,802.0,149.0,445.0,143.0,4.0446,196300.0,<1H OCEAN --121.83,37.36,29.0,4045.0,885.0,3036.0,845.0,3.1982,171700.0,<1H OCEAN --121.83,37.36,22.0,3936.0,860.0,3508.0,877.0,4.2312,183800.0,<1H OCEAN --121.83,37.35,31.0,2914.0,715.0,3547.0,645.0,3.7143,178600.0,<1H OCEAN --121.82,37.37,41.0,1558.0,281.0,970.0,304.0,4.4167,215200.0,<1H OCEAN --121.81,37.37,26.0,2987.0,539.0,1931.0,518.0,5.1099,213100.0,<1H OCEAN --121.82,37.36,33.0,1624.0,337.0,1412.0,323.0,4.0385,167600.0,<1H OCEAN --121.82,37.36,34.0,1834.0,377.0,1450.0,347.0,3.7188,161500.0,<1H OCEAN --121.82,37.37,42.0,2913.0,577.0,1873.0,580.0,3.7214,167900.0,<1H OCEAN --121.81,37.39,34.0,2218.0,286.0,827.0,299.0,7.4559,456500.0,<1H OCEAN --121.82,37.39,37.0,4137.0,636.0,1569.0,578.0,6.1008,286200.0,<1H OCEAN --121.82,37.38,32.0,3747.0,665.0,1687.0,649.0,5.4949,330800.0,<1H OCEAN --121.81,37.38,29.0,570.0,76.0,244.0,72.0,12.3292,416700.0,<1H OCEAN --121.82,37.38,32.0,1650.0,246.0,768.0,263.0,6.8462,320900.0,<1H OCEAN --121.81,37.37,24.0,962.0,146.0,492.0,155.0,7.2861,328000.0,<1H OCEAN --121.79,37.38,22.0,3650.0,527.0,1637.0,520.0,5.3774,325600.0,<1H OCEAN --121.81,37.36,20.0,3189.0,420.0,1234.0,389.0,7.5813,374100.0,<1H OCEAN --121.87,37.39,9.0,2522.0,547.0,1591.0,481.0,4.9091,259700.0,<1H OCEAN --121.87,37.39,16.0,2655.0,487.0,1862.0,448.0,6.057,246800.0,<1H OCEAN --121.87,37.38,16.0,1050.0,245.0,722.0,228.0,4.5187,163500.0,<1H OCEAN --121.87,37.38,16.0,3275.0,529.0,1863.0,527.0,5.5429,269100.0,<1H OCEAN --121.88,37.39,13.0,3334.0,565.0,2240.0,561.0,7.105,273900.0,<1H OCEAN --121.87,37.41,17.0,3719.0,588.0,2089.0,561.0,6.7867,273700.0,<1H OCEAN --121.87,37.4,16.0,1767.0,268.0,1061.0,280.0,6.9584,351600.0,<1H OCEAN --121.86,37.4,19.0,4043.0,764.0,2196.0,708.0,6.1504,268400.0,<1H OCEAN --121.87,37.39,16.0,1334.0,389.0,1103.0,415.0,3.7153,229800.0,<1H OCEAN --121.86,37.39,17.0,1777.0,328.0,1235.0,329.0,5.4225,258100.0,<1H OCEAN --121.85,37.39,15.0,8748.0,1547.0,4784.0,1524.0,5.8322,276600.0,<1H OCEAN --121.82,37.42,13.0,3752.0,572.0,1581.0,526.0,6.1091,329400.0,<1H OCEAN --121.81,37.41,25.0,2496.0,351.0,1034.0,367.0,7.0544,320700.0,<1H OCEAN --121.84,37.4,25.0,1866.0,271.0,840.0,275.0,6.8677,288500.0,<1H OCEAN --121.83,37.4,27.0,1145.0,150.0,492.0,160.0,5.716,348300.0,<1H OCEAN --121.9,37.4,16.0,2998.0,603.0,1606.0,615.0,3.7622,150000.0,<1H OCEAN --121.9,37.39,42.0,42.0,14.0,26.0,14.0,1.7361,500001.0,<1H OCEAN --121.9,37.37,20.0,78.0,72.0,120.0,69.0,1.0938,187500.0,<1H OCEAN --121.88,37.37,14.0,6016.0,1404.0,3258.0,1316.0,3.5745,333700.0,<1H OCEAN --121.87,37.38,14.0,3851.0,534.0,2052.0,478.0,7.0735,335600.0,<1H OCEAN --121.86,37.38,15.0,2052.0,405.0,1380.0,409.0,5.8686,181100.0,<1H OCEAN --121.89,37.39,2.0,1136.0,365.0,535.0,257.0,4.375,425000.0,<1H OCEAN --121.88,37.4,9.0,6751.0,,4240.0,1438.0,5.34,257400.0,<1H OCEAN --121.89,37.38,3.0,4778.0,1047.0,2522.0,990.0,5.7695,271400.0,<1H OCEAN --121.88,37.37,3.0,4430.0,841.0,2559.0,801.0,6.0959,272700.0,<1H OCEAN --121.86,37.4,16.0,2391.0,369.0,1419.0,373.0,5.8721,267800.0,<1H OCEAN --121.86,37.4,21.0,1386.0,260.0,946.0,257.0,6.5226,258500.0,<1H OCEAN --121.85,37.41,25.0,1837.0,278.0,1006.0,271.0,6.6842,265300.0,<1H OCEAN --121.85,37.4,23.0,1793.0,319.0,1145.0,310.0,5.5968,243200.0,<1H OCEAN --121.86,37.41,16.0,2938.0,589.0,1718.0,568.0,5.5073,178900.0,<1H OCEAN --121.85,37.41,17.0,2156.0,435.0,1400.0,393.0,5.6096,199100.0,<1H OCEAN --121.86,37.41,16.0,1603.0,287.0,1080.0,296.0,6.1256,266900.0,<1H OCEAN --121.86,37.41,16.0,1489.0,262.0,945.0,263.0,7.3861,267000.0,<1H OCEAN --121.86,37.41,16.0,2411.0,420.0,1671.0,442.0,6.5004,263600.0,<1H OCEAN --121.9,37.44,12.0,4228.0,734.0,2594.0,732.0,6.6086,299400.0,<1H OCEAN --121.9,37.44,4.0,1646.0,408.0,853.0,410.0,5.0821,265500.0,<1H OCEAN --121.9,37.44,9.0,957.0,139.0,532.0,142.0,8.6675,441000.0,<1H OCEAN --121.89,37.44,8.0,2534.0,,1527.0,364.0,7.8532,422800.0,<1H OCEAN --121.88,37.43,17.0,3469.0,896.0,2762.0,808.0,3.3884,245800.0,<1H OCEAN --121.88,37.43,31.0,2573.0,474.0,1898.0,475.0,5.6651,204100.0,<1H OCEAN --121.87,37.43,22.0,3805.0,596.0,2118.0,621.0,6.2892,254200.0,<1H OCEAN --121.85,37.44,8.0,426.0,61.0,241.0,55.0,7.309,367900.0,<1H OCEAN --121.87,37.42,19.0,12128.0,2112.0,6810.0,2040.0,6.4419,264500.0,<1H OCEAN --121.87,37.41,24.0,3308.0,548.0,1891.0,544.0,5.6683,248700.0,<1H OCEAN --121.88,37.41,23.0,3224.0,652.0,2183.0,655.0,4.3807,226900.0,<1H OCEAN --121.86,37.42,20.0,5032.0,808.0,2695.0,801.0,6.6227,264800.0,<1H OCEAN --121.87,37.42,25.0,4430.0,729.0,2685.0,721.0,5.6965,261100.0,<1H OCEAN --121.88,37.44,17.0,1621.0,299.0,1028.0,293.0,5.2722,186900.0,<1H OCEAN --121.88,37.44,20.0,1351.0,372.0,1427.0,394.0,4.4712,144000.0,<1H OCEAN --121.88,37.44,26.0,1471.0,348.0,1089.0,320.0,5.3057,226400.0,<1H OCEAN --121.88,37.44,23.0,1310.0,267.0,910.0,261.0,5.3994,237900.0,<1H OCEAN --121.89,37.46,5.0,1519.0,186.0,705.0,186.0,10.3798,500001.0,<1H OCEAN --121.88,37.46,5.0,1819.0,245.0,802.0,228.0,10.9722,500001.0,<1H OCEAN --121.89,37.45,15.0,2428.0,513.0,1687.0,519.0,4.75,254400.0,<1H OCEAN --121.88,37.44,14.0,2073.0,343.0,1107.0,330.0,6.7093,311200.0,<1H OCEAN --121.87,37.46,43.0,91.0,12.0,58.0,16.0,15.0001,500001.0,<1H OCEAN --121.9,37.46,29.0,2385.0,513.0,1788.0,510.0,3.8421,220700.0,<1H OCEAN --121.91,37.46,26.0,2762.0,496.0,1716.0,459.0,5.6062,226800.0,<1H OCEAN --121.9,37.45,18.0,4900.0,814.0,2984.0,758.0,6.6176,276200.0,<1H OCEAN --121.9,37.45,16.0,2952.0,446.0,1525.0,460.0,5.6063,320500.0,<1H OCEAN --121.91,37.42,19.0,1684.0,387.0,1224.0,376.0,4.1389,174100.0,<1H OCEAN --121.9,37.41,24.0,4759.0,921.0,3188.0,902.0,5.6344,228700.0,<1H OCEAN --121.89,37.42,26.0,40.0,8.0,52.0,7.0,7.7197,225000.0,<1H OCEAN --121.92,37.45,10.0,3937.0,1054.0,2032.0,1002.0,3.2617,252200.0,<1H OCEAN --121.91,37.44,26.0,1669.0,276.0,951.0,278.0,4.7794,225800.0,<1H OCEAN --121.91,37.44,19.0,2174.0,484.0,1645.0,484.0,5.0362,255100.0,<1H OCEAN --121.91,37.44,24.0,1212.0,251.0,799.0,242.0,5.0808,212500.0,<1H OCEAN --121.91,37.43,33.0,2791.0,496.0,1714.0,485.0,4.8304,224900.0,<1H OCEAN --122.07,37.44,21.0,4599.0,986.0,2756.0,943.0,2.9817,225000.0,NEAR BAY --121.96,37.43,18.0,2514.0,578.0,2205.0,545.0,3.3859,158000.0,<1H OCEAN --121.97,37.44,17.0,127.0,28.0,219.0,22.0,4.5179,112500.0,<1H OCEAN --121.99,37.4,24.0,3217.0,689.0,1196.0,684.0,3.4896,226700.0,<1H OCEAN --121.99,37.4,35.0,1845.0,325.0,1343.0,317.0,5.3912,235300.0,<1H OCEAN --121.99,37.39,25.0,3495.0,834.0,2484.0,797.0,4.8145,230700.0,<1H OCEAN --122.02,37.4,33.0,2015.0,484.0,1285.0,419.0,4.0655,226800.0,<1H OCEAN --122.01,37.4,14.0,4841.0,1130.0,813.0,517.0,3.7614,137500.0,<1H OCEAN --122.0,37.4,17.0,5121.0,1017.0,1470.0,968.0,2.9706,81300.0,<1H OCEAN --122.0,37.4,17.0,4324.0,854.0,1656.0,885.0,3.6619,232400.0,<1H OCEAN --122.0,37.4,35.0,1542.0,298.0,1164.0,318.0,5.9145,236900.0,<1H OCEAN --122.01,37.4,24.0,1297.0,297.0,441.0,282.0,3.1439,47500.0,<1H OCEAN --122.0,37.39,33.0,2154.0,405.0,1655.0,434.0,5.7962,229800.0,<1H OCEAN --121.96,37.41,17.0,3208.0,617.0,2286.0,602.0,5.2937,238000.0,<1H OCEAN --121.97,37.4,17.0,2937.0,558.0,1662.0,533.0,5.8792,255500.0,<1H OCEAN --121.96,37.39,20.0,1032.0,229.0,658.0,238.0,4.5062,219300.0,<1H OCEAN --121.95,37.39,24.0,5230.0,934.0,3795.0,970.0,5.4228,264100.0,<1H OCEAN --121.95,37.38,22.0,765.0,198.0,390.0,176.0,3.1812,87500.0,<1H OCEAN --121.95,37.41,13.0,2164.0,412.0,1087.0,411.0,4.7625,137500.0,<1H OCEAN --121.94,37.42,16.0,3936.0,788.0,1910.0,769.0,4.7049,112500.0,<1H OCEAN --121.93,37.4,34.0,148.0,28.0,132.0,13.0,3.375,67500.0,<1H OCEAN --121.91,37.36,42.0,3224.0,708.0,1940.0,674.0,3.2153,199700.0,<1H OCEAN --121.92,37.36,42.0,198.0,32.0,158.0,32.0,3.1563,137500.0,<1H OCEAN --121.95,37.37,39.0,446.0,129.0,317.0,127.0,3.0357,208300.0,<1H OCEAN --121.95,37.36,27.0,3236.0,832.0,2230.0,798.0,3.5625,208600.0,<1H OCEAN --121.95,37.36,25.0,3472.0,956.0,2267.0,944.0,2.7727,235600.0,<1H OCEAN --121.93,37.35,36.0,1823.0,410.0,1589.0,387.0,3.1065,234100.0,<1H OCEAN --121.93,37.34,48.0,2068.0,495.0,946.0,452.0,3.0375,218500.0,<1H OCEAN --121.98,37.37,36.0,1651.0,344.0,1062.0,331.0,4.575,215400.0,<1H OCEAN --121.98,37.36,32.0,1199.0,229.0,814.0,238.0,4.6719,252100.0,<1H OCEAN --121.98,37.37,35.0,995.0,202.0,615.0,199.0,5.0942,217500.0,<1H OCEAN --121.99,37.37,27.0,1797.0,538.0,1610.0,531.0,4.2422,237500.0,<1H OCEAN --121.97,37.36,24.0,4841.0,894.0,2656.0,920.0,6.0573,254500.0,<1H OCEAN --121.97,37.36,34.0,884.0,153.0,534.0,154.0,6.0116,271200.0,<1H OCEAN --121.97,37.35,35.0,1880.0,370.0,926.0,321.0,4.2273,269900.0,<1H OCEAN --121.96,37.36,16.0,5040.0,1325.0,3150.0,1196.0,4.2837,264500.0,<1H OCEAN --121.96,37.36,33.0,2581.0,623.0,1598.0,628.0,3.5199,261400.0,<1H OCEAN --121.97,37.35,36.0,815.0,126.0,353.0,122.0,6.3191,258300.0,<1H OCEAN --121.97,37.36,36.0,765.0,134.0,306.0,136.0,4.575,247600.0,<1H OCEAN --121.98,37.36,34.0,1735.0,318.0,1019.0,301.0,4.5625,242700.0,<1H OCEAN --121.98,37.36,33.0,1582.0,272.0,809.0,267.0,5.7059,287200.0,<1H OCEAN --121.98,37.36,35.0,1293.0,223.0,701.0,216.0,7.8543,281900.0,<1H OCEAN --121.98,37.36,35.0,1440.0,267.0,743.0,259.0,5.0866,254600.0,<1H OCEAN --121.99,37.36,32.0,1754.0,324.0,917.0,330.0,4.6761,298300.0,<1H OCEAN --121.99,37.36,33.0,2321.0,480.0,1230.0,451.0,4.9091,270300.0,<1H OCEAN --121.99,37.36,33.0,2677.0,644.0,1469.0,633.0,3.2048,261800.0,<1H OCEAN --121.99,37.36,33.0,2545.0,467.0,1287.0,458.0,5.5,282200.0,<1H OCEAN --121.98,37.35,41.0,1150.0,249.0,729.0,260.0,3.5491,261100.0,<1H OCEAN --121.99,37.35,18.0,1712.0,509.0,972.0,467.0,4.3971,238900.0,<1H OCEAN --121.99,37.35,16.0,3249.0,947.0,1637.0,841.0,4.5427,198400.0,<1H OCEAN --121.99,37.35,25.0,1527.0,325.0,707.0,339.0,4.375,212200.0,<1H OCEAN --121.98,37.35,36.0,1054.0,193.0,546.0,187.0,4.5625,240000.0,<1H OCEAN --121.97,37.35,30.0,1955.0,,999.0,386.0,4.6328,287100.0,<1H OCEAN --121.98,37.34,33.0,3570.0,776.0,1922.0,761.0,4.9562,238700.0,<1H OCEAN --121.98,37.34,18.0,6649.0,1712.0,3604.0,1651.0,4.5368,307400.0,<1H OCEAN --121.99,37.34,26.0,3637.0,933.0,2249.0,905.0,3.9625,262900.0,<1H OCEAN --121.96,37.35,37.0,1755.0,325.0,699.0,321.0,3.925,251300.0,<1H OCEAN --121.97,37.34,33.0,3162.0,,1553.0,686.0,3.6682,266100.0,<1H OCEAN --121.97,37.35,35.0,1249.0,232.0,556.0,247.0,3.925,287100.0,<1H OCEAN --121.96,37.35,32.0,1484.0,274.0,673.0,272.0,5.2019,279900.0,<1H OCEAN --121.95,37.35,36.0,832.0,211.0,545.0,211.0,3.2813,244400.0,<1H OCEAN --121.94,37.35,52.0,906.0,227.0,1662.0,219.0,3.1667,231600.0,<1H OCEAN --121.94,37.35,18.0,1922.0,561.0,1096.0,545.0,2.3713,244000.0,<1H OCEAN --121.95,37.35,48.0,1246.0,294.0,697.0,284.0,3.6118,235500.0,<1H OCEAN --121.95,37.35,42.0,1421.0,330.0,659.0,303.0,3.3333,237900.0,<1H OCEAN --121.95,37.35,52.0,2382.0,523.0,1096.0,492.0,4.2656,236100.0,<1H OCEAN --121.94,37.34,42.0,2174.0,420.0,1304.0,464.0,3.1429,286500.0,<1H OCEAN --121.94,37.34,29.0,3377.0,853.0,1674.0,792.0,3.4233,229300.0,<1H OCEAN --121.94,37.34,41.0,2151.0,473.0,1092.0,469.0,3.7321,250000.0,<1H OCEAN --121.94,37.33,36.0,1893.0,359.0,797.0,360.0,3.6818,257600.0,<1H OCEAN --121.94,37.33,37.0,1822.0,329.0,845.0,348.0,4.75,251100.0,<1H OCEAN --121.94,37.34,36.0,3142.0,632.0,1372.0,560.0,5.0175,246100.0,<1H OCEAN --121.95,37.34,25.0,5236.0,1320.0,2529.0,1213.0,3.1702,256100.0,<1H OCEAN --121.95,37.33,31.0,1866.0,465.0,821.0,447.0,2.3547,275900.0,<1H OCEAN --121.95,37.33,36.0,1683.0,286.0,740.0,324.0,4.7604,294700.0,<1H OCEAN --121.96,37.33,26.0,3269.0,788.0,1427.0,696.0,4.2136,288300.0,<1H OCEAN --121.96,37.33,35.0,2294.0,411.0,1054.0,449.0,4.0667,276900.0,<1H OCEAN --121.96,37.34,42.0,2001.0,402.0,942.0,375.0,4.4453,255400.0,<1H OCEAN --121.96,37.34,36.0,844.0,153.0,373.0,160.0,5.791,254100.0,<1H OCEAN --121.96,37.34,18.0,4438.0,939.0,1901.0,895.0,5.3873,288300.0,<1H OCEAN --121.96,37.34,34.0,1461.0,299.0,739.0,276.0,3.4375,252600.0,<1H OCEAN --121.96,37.34,37.0,663.0,127.0,293.0,132.0,3.7813,247800.0,<1H OCEAN --121.98,37.33,30.0,2645.0,462.0,1506.0,480.0,6.3716,330500.0,<1H OCEAN --121.98,37.33,30.0,3742.0,633.0,1721.0,631.0,6.1388,302400.0,<1H OCEAN --121.99,37.34,27.0,3353.0,653.0,1571.0,621.0,5.273,315600.0,<1H OCEAN --121.97,37.33,21.0,8275.0,1566.0,3636.0,1524.0,5.1506,302100.0,<1H OCEAN --121.98,37.33,25.0,3223.0,612.0,1529.0,602.0,5.121,287600.0,<1H OCEAN --121.98,37.33,35.0,1907.0,326.0,912.0,313.0,5.9567,294300.0,<1H OCEAN --121.99,37.33,35.0,1802.0,291.0,841.0,315.0,4.8365,313900.0,<1H OCEAN --121.99,37.33,33.0,2023.0,425.0,1016.0,405.0,3.9417,285800.0,<1H OCEAN --121.98,37.31,28.0,3840.0,629.0,1883.0,662.0,6.4095,335900.0,<1H OCEAN --121.99,37.3,28.0,4863.0,901.0,2110.0,868.0,5.1483,342000.0,<1H OCEAN --122.0,37.3,28.0,5096.0,1011.0,2588.0,954.0,5.357,355200.0,<1H OCEAN --121.98,37.32,17.0,9789.0,2552.0,4748.0,2206.0,4.2531,279800.0,<1H OCEAN --121.99,37.32,20.0,4461.0,864.0,2042.0,808.0,4.7083,217700.0,<1H OCEAN --121.98,37.31,32.0,2248.0,460.0,1191.0,419.0,5.606,288900.0,<1H OCEAN --121.98,37.31,34.0,2034.0,359.0,1016.0,375.0,5.8127,288300.0,<1H OCEAN --121.99,37.31,26.0,3285.0,502.0,1443.0,530.0,5.7833,339600.0,<1H OCEAN --121.97,37.32,19.0,4620.0,1404.0,2672.0,1308.0,3.699,237500.0,<1H OCEAN --121.96,37.32,11.0,1711.0,493.0,1094.0,543.0,3.73,227700.0,<1H OCEAN --121.95,37.32,39.0,1164.0,199.0,619.0,231.0,4.6304,263200.0,<1H OCEAN --121.95,37.32,20.0,1145.0,198.0,431.0,173.0,3.1103,281900.0,<1H OCEAN --121.95,37.31,27.0,4140.0,,2135.0,893.0,3.6292,264600.0,<1H OCEAN --121.96,37.31,26.0,4310.0,678.0,1819.0,686.0,7.0469,365500.0,<1H OCEAN --121.96,37.31,31.0,3890.0,711.0,1898.0,717.0,5.2534,290900.0,<1H OCEAN --121.97,37.31,21.0,7628.0,2166.0,3637.0,1749.0,3.6401,267500.0,<1H OCEAN --121.97,37.31,25.0,5775.0,1225.0,3580.0,1138.0,3.9187,314900.0,<1H OCEAN --121.97,37.3,25.0,5463.0,1351.0,2758.0,1310.0,3.0079,277300.0,<1H OCEAN --121.95,37.32,33.0,726.0,168.0,351.0,147.0,3.1458,270500.0,<1H OCEAN --121.94,37.31,30.0,4238.0,1010.0,1914.0,972.0,3.7632,307000.0,<1H OCEAN --121.95,37.31,27.0,2462.0,570.0,1278.0,565.0,3.5652,329500.0,<1H OCEAN --121.94,37.3,30.0,1758.0,248.0,814.0,256.0,6.623,332500.0,<1H OCEAN --121.95,37.3,21.0,4193.0,1068.0,2487.0,1011.0,3.7188,293000.0,<1H OCEAN --121.94,37.3,25.0,1455.0,370.0,734.0,331.0,3.2727,262500.0,<1H OCEAN --121.95,37.3,25.0,5641.0,1517.0,3786.0,1410.0,3.3958,267500.0,<1H OCEAN --121.96,37.3,20.0,4228.0,1006.0,2334.0,1007.0,4.3081,227300.0,<1H OCEAN --121.94,37.29,22.0,2593.0,637.0,1249.0,623.0,3.75,212500.0,<1H OCEAN --121.94,37.29,20.0,710.0,188.0,363.0,176.0,4.0962,214100.0,<1H OCEAN --121.95,37.27,17.0,1330.0,271.0,408.0,258.0,1.7171,181300.0,<1H OCEAN --121.95,37.28,52.0,777.0,148.0,362.0,144.0,4.0208,262500.0,<1H OCEAN --121.95,37.29,9.0,1503.0,381.0,715.0,349.0,4.6371,234300.0,<1H OCEAN --121.95,37.29,30.0,3734.0,813.0,1834.0,824.0,3.4505,260000.0,<1H OCEAN --121.95,37.28,19.0,7027.0,1847.0,3759.0,1753.0,3.1509,242900.0,<1H OCEAN --121.98,37.3,30.0,3404.0,693.0,1794.0,633.0,4.6312,283200.0,<1H OCEAN --121.98,37.29,33.0,2120.0,349.0,907.0,336.0,7.5443,283000.0,<1H OCEAN --121.98,37.29,31.0,2750.0,664.0,1459.0,660.0,3.2287,264900.0,<1H OCEAN --121.96,37.28,33.0,1940.0,327.0,877.0,314.0,5.4386,280400.0,<1H OCEAN --121.97,37.28,25.0,4707.0,695.0,1995.0,642.0,6.6437,296100.0,<1H OCEAN --121.97,37.28,27.0,2427.0,403.0,1301.0,438.0,5.0385,277300.0,<1H OCEAN --121.98,37.28,26.0,1182.0,309.0,620.0,306.0,3.3922,269100.0,<1H OCEAN --121.98,37.28,28.0,3688.0,633.0,1877.0,620.0,5.7251,272600.0,<1H OCEAN --121.98,37.28,27.0,3526.0,589.0,1725.0,553.0,5.7812,275000.0,<1H OCEAN --121.99,37.27,27.0,2937.0,497.0,1454.0,511.0,5.4051,273500.0,<1H OCEAN --121.99,37.29,32.0,2930.0,481.0,1336.0,481.0,6.4631,344100.0,<1H OCEAN --121.96,37.3,23.0,4040.0,843.0,2181.0,843.0,4.0403,303400.0,<1H OCEAN --121.97,37.3,31.0,3340.0,735.0,1891.0,686.0,4.8542,275000.0,<1H OCEAN --121.96,37.29,24.0,1240.0,263.0,690.0,276.0,5.0,283000.0,<1H OCEAN --121.97,37.29,25.0,4096.0,743.0,2027.0,741.0,5.3294,300300.0,<1H OCEAN --121.97,37.29,29.0,2721.0,682.0,1602.0,646.0,3.337,265300.0,<1H OCEAN --121.99,37.27,17.0,1527.0,267.0,775.0,260.0,5.9658,278000.0,<1H OCEAN --121.98,37.27,25.0,3075.0,564.0,1633.0,543.0,5.2528,269400.0,<1H OCEAN --121.98,37.27,29.0,2658.0,484.0,1318.0,498.0,5.3561,298900.0,<1H OCEAN --121.96,37.28,28.0,5018.0,1066.0,2846.0,998.0,4.0174,273900.0,<1H OCEAN --121.96,37.27,22.0,6114.0,1211.0,2983.0,1163.0,5.2533,269100.0,<1H OCEAN --121.96,37.27,31.0,3347.0,589.0,1566.0,597.0,5.5151,286800.0,<1H OCEAN --121.97,37.26,19.0,2174.0,454.0,998.0,426.0,4.6827,255100.0,<1H OCEAN --121.96,37.26,22.0,1408.0,351.0,636.0,294.0,1.8542,333300.0,<1H OCEAN --121.95,37.25,30.0,3298.0,634.0,1532.0,602.0,5.0863,332000.0,<1H OCEAN --121.95,37.24,37.0,3109.0,541.0,1566.0,544.0,6.0235,413500.0,<1H OCEAN --121.95,37.24,32.0,1382.0,239.0,705.0,251.0,6.0957,405400.0,<1H OCEAN --121.96,37.24,26.0,3032.0,605.0,1208.0,562.0,5.4683,430900.0,<1H OCEAN --121.96,37.25,35.0,1018.0,169.0,484.0,174.0,6.1648,371900.0,<1H OCEAN --121.95,37.25,34.0,2906.0,544.0,1282.0,522.0,5.5127,268200.0,<1H OCEAN --121.93,37.25,36.0,1089.0,182.0,535.0,170.0,4.69,252600.0,<1H OCEAN --121.93,37.25,21.0,1354.0,289.0,639.0,273.0,4.5333,234200.0,<1H OCEAN --121.92,37.25,34.0,2231.0,360.0,1035.0,365.0,4.7917,243200.0,<1H OCEAN --121.93,37.25,32.0,1555.0,287.0,779.0,284.0,6.0358,260100.0,<1H OCEAN --121.94,37.24,35.0,1484.0,244.0,664.0,238.0,4.675,245300.0,<1H OCEAN --121.91,37.24,24.0,5046.0,1001.0,2449.0,968.0,4.7118,274600.0,<1H OCEAN --121.91,37.24,30.0,2327.0,419.0,1114.0,372.0,4.7279,272000.0,<1H OCEAN --121.92,37.24,26.0,6777.0,1051.0,3319.0,1061.0,6.3663,279400.0,<1H OCEAN --121.94,37.24,19.0,1741.0,294.0,632.0,279.0,5.5944,290500.0,<1H OCEAN --121.94,37.24,26.0,2561.0,388.0,1165.0,393.0,7.3522,363800.0,<1H OCEAN --121.93,37.24,26.0,2574.0,414.0,1096.0,428.0,6.0738,335900.0,<1H OCEAN --121.92,37.24,27.0,1265.0,216.0,660.0,232.0,5.3911,281200.0,<1H OCEAN --121.91,37.23,22.0,2614.0,453.0,1240.0,462.0,6.0712,271800.0,<1H OCEAN --121.91,37.23,27.0,4866.0,668.0,1956.0,659.0,7.3843,405000.0,<1H OCEAN --121.93,37.22,21.0,4872.0,594.0,1811.0,560.0,9.3834,500001.0,<1H OCEAN --121.96,37.23,36.0,4423.0,632.0,1719.0,608.0,7.8407,476400.0,<1H OCEAN --121.97,37.23,22.0,2781.0,523.0,1291.0,516.0,4.6065,445900.0,<1H OCEAN --121.98,37.22,46.0,10088.0,1910.0,3728.0,1781.0,5.2321,500001.0,<1H OCEAN --121.96,37.22,35.0,4709.0,723.0,1866.0,694.0,8.492,500001.0,<1H OCEAN --121.95,37.21,20.0,2345.0,322.0,890.0,276.0,10.0187,500001.0,<1H OCEAN --121.97,37.24,35.0,2553.0,533.0,1117.0,498.0,4.4063,436100.0,<1H OCEAN --121.98,37.23,33.0,3585.0,935.0,1511.0,835.0,3.1176,396300.0,<1H OCEAN --122.0,37.23,36.0,3191.0,430.0,1234.0,440.0,9.0704,500001.0,<1H OCEAN --121.96,37.25,19.0,1858.0,359.0,790.0,347.0,4.5156,339300.0,<1H OCEAN --121.97,37.25,32.0,2892.0,496.0,1193.0,492.0,6.131,367800.0,<1H OCEAN --121.98,37.26,27.0,2331.0,461.0,1178.0,447.0,4.6654,340700.0,<1H OCEAN --121.99,37.27,21.0,1214.0,192.0,500.0,185.0,7.598,347800.0,<1H OCEAN --121.99,37.26,17.0,4034.0,611.0,1158.0,560.0,8.2069,442500.0,<1H OCEAN --121.98,37.25,19.0,755.0,93.0,267.0,99.0,15.0,500001.0,<1H OCEAN --121.99,37.25,25.0,1743.0,212.0,604.0,200.0,10.7582,500001.0,<1H OCEAN --121.97,37.25,21.0,2775.0,389.0,856.0,350.0,7.9135,496400.0,<1H OCEAN --121.99,37.25,22.0,4240.0,532.0,1480.0,514.0,11.2463,500001.0,<1H OCEAN --121.98,37.24,35.0,3574.0,485.0,1325.0,476.0,8.5425,500001.0,<1H OCEAN --122.0,37.27,33.0,1664.0,271.0,759.0,272.0,5.7876,415800.0,<1H OCEAN --122.01,37.27,27.0,3340.0,451.0,1220.0,447.0,8.8178,500001.0,<1H OCEAN --122.02,37.26,24.0,2411.0,299.0,847.0,299.0,10.2666,500001.0,<1H OCEAN --122.02,37.26,34.0,1764.0,243.0,692.0,223.0,8.0331,500001.0,<1H OCEAN --122.01,37.25,31.0,1574.0,193.0,551.0,191.0,10.2311,500001.0,<1H OCEAN --121.99,37.26,29.0,2718.0,365.0,982.0,339.0,7.9234,500001.0,<1H OCEAN --122.01,37.26,14.0,2561.0,404.0,1172.0,378.0,7.6107,500001.0,<1H OCEAN --122.03,37.25,34.0,2892.0,413.0,903.0,365.0,7.8711,500001.0,<1H OCEAN --122.04,37.24,24.0,1521.0,209.0,539.0,192.0,11.1557,500001.0,<1H OCEAN --122.02,37.24,28.0,2796.0,365.0,1085.0,363.0,10.6834,500001.0,<1H OCEAN --122.03,37.29,22.0,3118.0,438.0,1147.0,425.0,10.3653,500001.0,<1H OCEAN --122.02,37.29,18.0,2550.0,312.0,999.0,320.0,8.7939,500001.0,<1H OCEAN --122.02,37.29,25.0,3845.0,492.0,1461.0,475.0,10.3979,500001.0,<1H OCEAN --122.01,37.29,31.0,3136.0,431.0,1190.0,412.0,7.5,500001.0,<1H OCEAN --122.01,37.28,22.0,2038.0,260.0,773.0,281.0,9.1569,500001.0,<1H OCEAN --122.0,37.28,35.0,3133.0,541.0,1449.0,555.0,5.7295,346100.0,<1H OCEAN --122.0,37.28,33.0,2170.0,311.0,854.0,303.0,8.3605,500001.0,<1H OCEAN --122.0,37.28,32.0,2782.0,495.0,1092.0,455.0,5.4103,335900.0,<1H OCEAN --122.03,37.27,32.0,4350.0,645.0,1551.0,609.0,7.8279,500001.0,<1H OCEAN --122.03,37.28,29.0,3752.0,468.0,1320.0,471.0,9.8937,500001.0,<1H OCEAN --122.02,37.28,25.0,3437.0,428.0,1198.0,411.0,9.3464,500001.0,<1H OCEAN --122.01,37.27,28.0,3825.0,473.0,1415.0,480.0,10.675,500001.0,<1H OCEAN --122.06,37.27,16.0,1612.0,221.0,567.0,208.0,10.5793,500001.0,<1H OCEAN --122.04,37.29,19.0,3625.0,432.0,1252.0,409.0,12.2145,500001.0,<1H OCEAN --122.03,37.27,25.0,4460.0,553.0,1608.0,561.0,10.7958,500001.0,<1H OCEAN --122.04,37.26,24.0,4973.0,709.0,1692.0,696.0,7.8627,500001.0,<1H OCEAN --122.06,37.33,29.0,1945.0,269.0,826.0,275.0,8.248,498800.0,<1H OCEAN --122.06,37.32,30.0,3033.0,540.0,1440.0,507.0,6.2182,380800.0,<1H OCEAN --122.05,37.31,25.0,4601.0,696.0,2003.0,666.0,8.0727,455500.0,<1H OCEAN --122.05,37.31,25.0,4111.0,538.0,1585.0,568.0,9.2298,500001.0,<1H OCEAN --122.06,37.3,11.0,5488.0,706.0,1947.0,641.0,10.7326,500001.0,<1H OCEAN --122.07,37.33,13.0,2173.0,349.0,891.0,345.0,8.0158,420000.0,<1H OCEAN --122.06,37.33,23.0,4507.0,751.0,2167.0,722.0,7.0102,500001.0,<1H OCEAN --122.07,37.31,24.0,4401.0,698.0,1818.0,685.0,7.2986,500001.0,<1H OCEAN --122.08,37.3,30.0,2268.0,404.0,1197.0,372.0,7.0813,485300.0,<1H OCEAN --122.08,37.31,17.0,2560.0,396.0,959.0,400.0,7.8528,368900.0,<1H OCEAN --122.04,37.34,20.0,4475.0,1048.0,2271.0,1021.0,4.8836,396200.0,<1H OCEAN --122.06,37.34,13.0,2057.0,466.0,790.0,436.0,5.0081,288300.0,<1H OCEAN --122.05,37.33,21.0,2052.0,346.0,933.0,351.0,5.3167,416300.0,<1H OCEAN --122.04,37.33,26.0,2690.0,401.0,1264.0,429.0,7.7643,474700.0,<1H OCEAN --122.05,37.33,17.0,3674.0,824.0,1364.0,694.0,6.3131,436400.0,<1H OCEAN --122.04,37.33,22.0,4011.0,963.0,2206.0,879.0,4.5721,351200.0,<1H OCEAN --122.04,37.32,27.0,2826.0,451.0,1259.0,439.0,5.7528,431400.0,<1H OCEAN --122.04,37.31,29.0,2476.0,434.0,1217.0,416.0,6.2045,393800.0,<1H OCEAN --122.04,37.31,24.0,3388.0,633.0,1627.0,585.0,5.154,355100.0,<1H OCEAN --122.04,37.3,26.0,1714.0,270.0,778.0,262.0,6.075,417000.0,<1H OCEAN --122.04,37.3,25.0,2366.0,417.0,1076.0,398.0,6.9238,345900.0,<1H OCEAN --122.03,37.31,25.0,2131.0,410.0,1132.0,395.0,5.3508,409100.0,<1H OCEAN --122.04,37.3,25.0,3807.0,600.0,1678.0,600.0,6.6818,411300.0,<1H OCEAN --122.01,37.3,25.0,4044.0,551.0,1699.0,533.0,8.0837,380600.0,<1H OCEAN --122.01,37.31,23.0,6846.0,1078.0,2951.0,1063.0,6.3702,332000.0,<1H OCEAN --122.0,37.31,28.0,3811.0,585.0,1795.0,581.0,7.8383,372700.0,<1H OCEAN --122.0,37.3,29.0,3429.0,524.0,1518.0,520.0,7.218,400700.0,<1H OCEAN --122.03,37.31,19.0,2885.0,859.0,1520.0,784.0,3.375,275700.0,<1H OCEAN --122.03,37.3,30.0,3007.0,554.0,1551.0,616.0,5.8521,326300.0,<1H OCEAN --122.03,37.3,22.0,3583.0,758.0,1792.0,695.0,5.4842,335300.0,<1H OCEAN --122.02,37.31,34.0,2629.0,433.0,1301.0,431.0,6.083,341400.0,<1H OCEAN --122.02,37.31,35.0,2355.0,384.0,1248.0,378.0,5.9714,332500.0,<1H OCEAN --122.02,37.3,26.0,1983.0,301.0,924.0,297.0,6.7123,354600.0,<1H OCEAN --122.02,37.3,32.0,2134.0,328.0,903.0,322.0,6.359,341900.0,<1H OCEAN --122.02,37.32,27.0,4336.0,754.0,2009.0,734.0,6.3923,348300.0,<1H OCEAN --122.02,37.31,33.0,2563.0,434.0,1230.0,418.0,6.3197,340100.0,<1H OCEAN --122.03,37.32,15.0,5132.0,1059.0,2156.0,982.0,5.6511,404800.0,<1H OCEAN --122.0,37.32,34.0,3450.0,731.0,1915.0,689.0,4.7402,244500.0,<1H OCEAN --122.01,37.31,26.0,1391.0,241.0,700.0,236.0,6.6766,332700.0,<1H OCEAN --122.01,37.32,32.0,3108.0,613.0,1577.0,603.0,4.6613,284000.0,<1H OCEAN --122.0,37.31,33.0,4211.0,918.0,2389.0,861.0,4.7235,242200.0,<1H OCEAN --122.02,37.33,25.0,3823.0,584.0,1689.0,571.0,7.3693,373600.0,<1H OCEAN --122.03,37.33,23.0,4221.0,671.0,1782.0,641.0,7.4863,412300.0,<1H OCEAN --122.03,37.34,16.0,1755.0,410.0,674.0,410.0,5.1602,231200.0,<1H OCEAN --122.02,37.34,30.0,1036.0,151.0,467.0,156.0,6.448,360600.0,<1H OCEAN --122.0,37.33,30.0,4033.0,794.0,1788.0,807.0,5.6932,338700.0,<1H OCEAN --122.02,37.35,26.0,2785.0,418.0,1221.0,422.0,8.1078,365700.0,<1H OCEAN --122.02,37.35,22.0,3219.0,756.0,1479.0,667.0,4.1473,354400.0,<1H OCEAN --122.02,37.34,26.0,1992.0,328.0,980.0,342.0,6.2475,350000.0,<1H OCEAN --122.02,37.34,28.0,2488.0,396.0,1190.0,410.0,5.7881,344700.0,<1H OCEAN --122.03,37.34,25.0,5404.0,906.0,2338.0,883.0,6.0577,451800.0,<1H OCEAN --122.03,37.35,25.0,3095.0,514.0,1251.0,507.0,5.5388,352100.0,<1H OCEAN --122.01,37.35,33.0,2517.0,496.0,1158.0,443.0,5.0785,289500.0,<1H OCEAN --122.0,37.35,20.0,4304.0,851.0,2059.0,835.0,5.1674,333000.0,<1H OCEAN --122.0,37.34,27.0,1716.0,290.0,817.0,301.0,5.9158,343100.0,<1H OCEAN --122.0,37.34,31.0,3344.0,620.0,1604.0,572.0,5.2108,351500.0,<1H OCEAN --122.01,37.34,31.0,3080.0,526.0,1493.0,582.0,6.3052,344200.0,<1H OCEAN --122.05,37.35,34.0,2494.0,375.0,1399.0,382.0,7.3753,388100.0,<1H OCEAN --122.05,37.34,34.0,2515.0,401.0,1079.0,399.0,7.7865,423900.0,<1H OCEAN --122.05,37.34,31.0,1443.0,215.0,627.0,222.0,6.6087,416500.0,<1H OCEAN --122.06,37.34,20.0,3435.0,593.0,1293.0,553.0,6.7578,451400.0,<1H OCEAN --122.04,37.35,28.0,3250.0,485.0,1328.0,473.0,7.4729,431600.0,<1H OCEAN --122.04,37.34,28.0,3081.0,460.0,1260.0,461.0,7.5372,432600.0,<1H OCEAN --122.03,37.35,16.0,1156.0,198.0,455.0,216.0,7.2779,292900.0,<1H OCEAN --122.04,37.35,28.0,1582.0,264.0,696.0,270.0,5.678,370100.0,<1H OCEAN --122.04,37.34,25.0,1994.0,287.0,704.0,283.0,7.7799,447300.0,<1H OCEAN --122.03,37.34,17.0,1165.0,278.0,598.0,287.0,4.0129,342400.0,<1H OCEAN --122.04,37.34,23.0,2590.0,725.0,1795.0,680.0,3.16,225000.0,<1H OCEAN --122.04,37.34,19.0,3694.0,1036.0,2496.0,986.0,3.6991,271500.0,<1H OCEAN --122.05,37.37,35.0,1365.0,256.0,662.0,262.0,5.6533,291400.0,<1H OCEAN --122.05,37.36,34.0,2400.0,419.0,1017.0,384.0,4.1369,316900.0,<1H OCEAN --122.05,37.36,27.0,2621.0,513.0,1063.0,523.0,3.9848,409700.0,<1H OCEAN --122.06,37.35,31.0,1795.0,281.0,872.0,282.0,8.0599,381800.0,<1H OCEAN --122.06,37.36,35.0,2693.0,493.0,1343.0,455.0,6.0777,327500.0,<1H OCEAN --122.06,37.37,32.0,2510.0,578.0,1160.0,581.0,4.9087,322700.0,<1H OCEAN --122.04,37.37,23.0,5135.0,911.0,2351.0,863.0,5.2319,430100.0,<1H OCEAN --122.03,37.36,28.0,2490.0,345.0,948.0,361.0,6.4913,411900.0,<1H OCEAN --122.04,37.35,20.0,2016.0,313.0,767.0,310.0,6.837,383000.0,<1H OCEAN --122.05,37.36,29.0,1733.0,255.0,679.0,278.0,7.5337,406800.0,<1H OCEAN --122.04,37.36,26.0,3298.0,460.0,1241.0,472.0,6.8753,403000.0,<1H OCEAN --122.05,37.37,27.0,3885.0,661.0,1537.0,606.0,6.6085,344700.0,<1H OCEAN --122.03,37.36,16.0,2697.0,803.0,1369.0,723.0,4.4699,367400.0,<1H OCEAN --122.02,37.35,17.0,2975.0,608.0,1465.0,577.0,5.8779,362200.0,<1H OCEAN --122.02,37.35,18.0,1221.0,255.0,507.0,271.0,5.3679,228400.0,<1H OCEAN --122.03,37.35,19.0,3811.0,1227.0,1930.0,1153.0,3.5154,311400.0,<1H OCEAN --122.03,37.37,16.0,3402.0,1193.0,1479.0,1043.0,3.5861,500001.0,<1H OCEAN --122.02,37.36,21.0,2471.0,677.0,1486.0,689.0,3.9038,243800.0,<1H OCEAN --122.02,37.36,25.0,2074.0,387.0,1273.0,383.0,4.7609,378000.0,<1H OCEAN --122.01,37.36,16.0,1105.0,354.0,499.0,324.0,4.2061,253600.0,<1H OCEAN --122.02,37.36,24.0,1709.0,437.0,892.0,408.0,4.9671,335200.0,<1H OCEAN --122.01,37.36,25.0,2796.0,429.0,1267.0,426.0,6.6329,349000.0,<1H OCEAN --122.01,37.36,21.0,2483.0,396.0,1194.0,424.0,7.1273,346300.0,<1H OCEAN --122.01,37.35,16.0,3716.0,916.0,1551.0,759.0,4.5,323600.0,<1H OCEAN --122.0,37.36,19.0,2237.0,433.0,1158.0,426.0,6.7718,368300.0,<1H OCEAN --122.0,37.36,17.0,2070.0,,797.0,275.0,8.6155,411200.0,<1H OCEAN --122.0,37.36,25.0,3534.0,949.0,1880.0,849.0,3.4238,337000.0,<1H OCEAN --122.0,37.36,17.0,6012.0,1737.0,3539.0,1625.0,3.8464,239400.0,<1H OCEAN --122.03,37.37,9.0,2966.0,770.0,1430.0,740.0,3.0047,256000.0,<1H OCEAN --122.03,37.37,41.0,2123.0,425.0,1032.0,435.0,4.6957,284800.0,<1H OCEAN --122.03,37.37,30.0,1269.0,290.0,556.0,266.0,3.8125,325000.0,<1H OCEAN --122.04,37.37,42.0,1125.0,273.0,616.0,258.0,3.6765,252800.0,<1H OCEAN --122.04,37.37,33.0,2757.0,489.0,1201.0,481.0,5.0453,311600.0,<1H OCEAN --122.04,37.38,38.0,2850.0,550.0,1518.0,514.0,4.2028,273600.0,<1H OCEAN --122.03,37.38,21.0,2667.0,798.0,1433.0,727.0,3.8732,252400.0,<1H OCEAN --122.02,37.38,43.0,1261.0,317.0,836.0,333.0,4.0911,224600.0,<1H OCEAN --122.01,37.38,32.0,726.0,204.0,538.0,203.0,4.505,230400.0,<1H OCEAN --122.02,37.37,8.0,5686.0,1489.0,3250.0,1329.0,4.2782,327700.0,<1H OCEAN --122.01,37.37,11.0,2559.0,694.0,1309.0,668.0,4.1847,167300.0,<1H OCEAN --122.01,37.37,25.0,2213.0,360.0,1066.0,390.0,7.2165,360900.0,<1H OCEAN --122.0,37.37,16.0,1434.0,372.0,804.0,361.0,3.7045,178100.0,<1H OCEAN --122.03,37.39,22.0,3280.0,933.0,1842.0,795.0,4.4107,232700.0,<1H OCEAN --122.02,37.38,32.0,1889.0,487.0,1321.0,508.0,3.2574,254400.0,<1H OCEAN --122.01,37.39,26.0,2500.0,962.0,2374.0,879.0,3.5586,222200.0,<1H OCEAN --122.01,37.39,36.0,1976.0,361.0,1348.0,371.0,5.6447,252600.0,<1H OCEAN --122.0,37.39,36.0,1236.0,229.0,880.0,247.0,5.791,239400.0,<1H OCEAN --122.03,37.39,34.0,2600.0,650.0,1994.0,650.0,4.0223,250200.0,<1H OCEAN --122.02,37.4,35.0,2348.0,531.0,1475.0,498.0,4.35,261000.0,<1H OCEAN --122.01,37.39,16.0,3015.0,829.0,1769.0,807.0,4.0068,249500.0,<1H OCEAN --122.02,37.39,35.0,2297.0,497.0,1428.0,497.0,4.7431,239700.0,<1H OCEAN --122.04,37.39,5.0,8745.0,2211.0,3959.0,2019.0,4.7685,280100.0,<1H OCEAN --122.05,37.38,23.0,3200.0,907.0,2029.0,866.0,3.5649,450000.0,<1H OCEAN --122.05,37.38,24.0,2424.0,501.0,1367.0,507.0,4.072,364200.0,<1H OCEAN --122.05,37.38,29.0,1875.0,340.0,816.0,350.0,5.4351,336500.0,<1H OCEAN --122.06,37.38,20.0,4293.0,1272.0,2389.0,1210.0,4.2719,270800.0,NEAR BAY --122.05,37.37,27.0,2687.0,768.0,1362.0,725.0,3.4028,324200.0,<1H OCEAN --122.05,37.39,25.0,347.0,82.0,148.0,77.0,4.4531,350000.0,<1H OCEAN --122.06,37.4,21.0,12855.0,3226.0,7273.0,3052.0,4.3351,267400.0,NEAR BAY --122.06,37.39,26.0,18.0,4.0,8.0,4.0,3.75,375000.0,NEAR BAY --122.06,37.39,22.0,1236.0,290.0,413.0,274.0,3.6875,40000.0,NEAR BAY --122.06,37.38,20.0,3401.0,768.0,1497.0,747.0,4.2188,500001.0,NEAR BAY --122.06,37.38,21.0,1798.0,399.0,837.0,410.0,5.6999,470000.0,NEAR BAY --122.06,37.37,18.0,3058.0,661.0,1377.0,675.0,6.1299,500001.0,<1H OCEAN --122.06,37.38,20.0,2976.0,766.0,1227.0,634.0,4.8625,262500.0,NEAR BAY --122.07,37.39,19.0,1465.0,342.0,646.0,345.0,4.712,289300.0,NEAR BAY --122.08,37.4,23.0,806.0,158.0,373.0,156.0,5.9291,284600.0,NEAR BAY --122.07,37.4,16.0,3352.0,813.0,1440.0,729.0,3.7359,262500.0,NEAR BAY --122.07,37.41,26.0,1184.0,225.0,815.0,218.0,5.7657,322300.0,NEAR BAY --122.07,37.4,15.0,2940.0,910.0,943.0,711.0,4.359,192200.0,NEAR BAY --122.08,37.4,19.0,3565.0,858.0,1639.0,744.0,4.1544,277000.0,NEAR BAY --122.08,37.4,25.0,1750.0,341.0,999.0,319.0,5.806,308700.0,NEAR BAY --122.08,37.41,20.0,1896.0,456.0,1069.0,436.0,4.6875,288900.0,NEAR BAY --122.09,37.4,36.0,1575.0,379.0,1036.0,382.0,5.1408,264700.0,NEAR BAY --122.1,37.41,33.0,6277.0,1274.0,3025.0,1211.0,5.4721,343300.0,NEAR BAY --122.09,37.41,8.0,1480.0,414.0,856.0,445.0,2.8203,284100.0,NEAR BAY --122.09,37.41,14.0,753.0,193.0,421.0,153.0,4.2463,266700.0,NEAR BAY --122.09,37.41,18.0,1476.0,473.0,838.0,415.0,3.575,274000.0,NEAR BAY --122.09,37.4,22.0,1489.0,436.0,662.0,470.0,3.5179,197200.0,NEAR BAY --122.09,37.4,17.0,748.0,184.0,412.0,180.0,3.4375,290600.0,NEAR BAY --122.09,37.42,23.0,4874.0,1251.0,2699.0,1163.0,3.8003,229800.0,NEAR BAY --122.11,37.41,27.0,5110.0,1599.0,2764.0,1482.0,3.4198,351900.0,NEAR BAY --122.09,37.4,26.0,3218.0,1021.0,2087.0,964.0,3.2875,182700.0,NEAR BAY --122.1,37.4,27.0,3410.0,1156.0,2314.0,1086.0,3.4868,165600.0,NEAR BAY --122.1,37.4,23.0,1755.0,508.0,1374.0,506.0,4.3077,293500.0,NEAR BAY --122.1,37.4,19.0,1085.0,288.0,1009.0,305.0,3.9091,276000.0,NEAR BAY --122.11,37.4,16.0,1994.0,489.0,1173.0,472.0,4.1875,266400.0,NEAR BAY --122.11,37.4,15.0,255.0,63.0,138.0,74.0,4.6591,175000.0,NEAR BAY --122.1,37.4,23.0,514.0,210.0,367.0,206.0,3.1736,181300.0,NEAR BAY --122.08,37.4,52.0,766.0,203.0,448.0,196.0,2.5208,316700.0,NEAR BAY --122.09,37.39,43.0,2065.0,535.0,1029.0,500.0,3.7318,327700.0,NEAR BAY --122.09,37.39,30.0,1722.0,490.0,1057.0,517.0,3.725,261300.0,NEAR BAY --122.09,37.4,24.0,3983.0,1126.0,2645.0,1072.0,3.6742,275000.0,NEAR BAY --122.08,37.39,44.0,1498.0,430.0,848.0,400.0,2.8438,307100.0,NEAR BAY --122.08,37.39,46.0,1115.0,248.0,543.0,248.0,3.2083,334300.0,NEAR BAY --122.08,37.39,4.0,2292.0,,1050.0,584.0,4.8036,340000.0,NEAR BAY --122.07,37.39,30.0,1695.0,480.0,932.0,447.0,3.5045,352500.0,NEAR BAY --122.07,37.39,37.0,1169.0,239.0,589.0,249.0,5.0131,330300.0,NEAR BAY --122.07,37.38,26.0,1272.0,306.0,562.0,284.0,4.5644,280200.0,NEAR BAY --122.08,37.39,39.0,2210.0,483.0,1023.0,450.0,4.5833,342400.0,NEAR BAY --122.1,37.39,31.0,1117.0,304.0,591.0,302.0,3.5909,353100.0,NEAR BAY --122.1,37.39,36.0,1860.0,367.0,794.0,366.0,5.0871,354500.0,NEAR BAY --122.09,37.39,34.0,1508.0,483.0,774.0,443.0,2.7279,365600.0,NEAR BAY --122.09,37.39,36.0,1035.0,196.0,475.0,205.0,5.5385,359000.0,NEAR BAY --122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,414700.0,NEAR BAY --122.09,37.38,36.0,2587.0,416.0,1055.0,410.0,6.1995,407200.0,NEAR BAY --122.08,37.38,33.0,2771.0,659.0,1496.0,581.0,3.4042,353600.0,NEAR BAY --122.08,37.38,36.0,857.0,156.0,448.0,168.0,5.0086,366700.0,NEAR BAY --122.08,37.38,36.0,1199.0,198.0,485.0,199.0,5.0796,373400.0,NEAR BAY --122.08,37.38,36.0,782.0,130.0,348.0,128.0,6.828,383900.0,NEAR BAY --122.08,37.37,29.0,1229.0,,707.0,194.0,7.1108,465000.0,NEAR BAY --122.09,37.37,27.0,1269.0,186.0,464.0,182.0,6.8374,500001.0,NEAR BAY --122.09,37.37,34.0,2165.0,355.0,776.0,339.0,5.2971,442100.0,NEAR BAY --122.08,37.38,25.0,830.0,228.0,368.0,174.0,3.3917,342900.0,NEAR BAY --122.07,37.37,22.0,3770.0,727.0,1657.0,762.0,4.8021,457500.0,NEAR BAY --122.07,37.37,30.0,2937.0,407.0,1097.0,407.0,7.9813,473500.0,NEAR BAY --122.07,37.36,21.0,3244.0,426.0,1158.0,415.0,7.5,500001.0,<1H OCEAN --122.06,37.36,34.0,1747.0,250.0,662.0,257.0,6.8268,500001.0,<1H OCEAN --122.07,37.36,28.0,4612.0,608.0,1686.0,567.0,10.0346,500001.0,<1H OCEAN --122.08,37.36,31.0,2717.0,376.0,1001.0,381.0,9.281,500001.0,NEAR BAY --122.09,37.36,37.0,1550.0,238.0,805.0,250.0,5.0222,500001.0,NEAR BAY --122.09,37.36,37.0,2269.0,325.0,930.0,321.0,7.5274,500001.0,NEAR BAY --122.08,37.36,28.0,2181.0,284.0,728.0,238.0,8.2266,500001.0,NEAR BAY --122.06,37.35,30.0,2040.0,294.0,787.0,278.0,8.758,500001.0,<1H OCEAN --122.07,37.34,33.0,1208.0,198.0,495.0,216.0,5.4659,500001.0,<1H OCEAN --122.07,37.34,35.0,1172.0,184.0,512.0,175.0,7.3561,500001.0,<1H OCEAN --122.07,37.35,35.0,1447.0,205.0,619.0,206.0,9.8144,500001.0,<1H OCEAN --122.07,37.35,35.0,1579.0,210.0,570.0,196.0,8.5888,500001.0,<1H OCEAN --122.08,37.35,35.0,1347.0,207.0,548.0,189.0,7.7068,500001.0,NEAR BAY --122.07,37.34,30.0,1851.0,238.0,631.0,236.0,10.1007,500001.0,<1H OCEAN --122.08,37.34,23.0,2597.0,335.0,922.0,338.0,10.5142,500001.0,<1H OCEAN --122.08,37.34,28.0,1643.0,216.0,594.0,205.0,12.367,500001.0,<1H OCEAN --122.08,37.35,33.0,2398.0,317.0,832.0,314.0,10.3591,500001.0,NEAR BAY --122.1,37.38,37.0,4167.0,612.0,1577.0,597.0,7.5655,500001.0,NEAR BAY --122.1,37.37,37.0,2511.0,354.0,945.0,348.0,8.3924,500001.0,NEAR BAY --122.1,37.37,40.0,2224.0,354.0,929.0,345.0,8.1064,500001.0,NEAR BAY --122.11,37.37,22.0,1477.0,195.0,520.0,187.0,10.3329,500001.0,NEAR BAY --122.11,37.38,36.0,3598.0,500.0,1296.0,533.0,7.8177,500001.0,NEAR BAY --122.11,37.38,22.0,3638.0,719.0,1329.0,650.0,5.0804,500001.0,NEAR BAY --122.11,37.37,49.0,1068.0,190.0,410.0,171.0,7.2045,500001.0,NEAR BAY --122.12,37.37,18.0,1617.0,231.0,555.0,222.0,8.9021,500001.0,NEAR BAY --122.11,37.4,31.0,2836.0,490.0,1138.0,481.0,4.9519,500001.0,NEAR BAY --122.11,37.39,36.0,1660.0,261.0,655.0,249.0,6.3967,500001.0,NEAR BAY --122.1,37.39,35.0,2471.0,349.0,881.0,342.0,7.6229,500001.0,NEAR BAY --122.12,37.4,31.0,2356.0,405.0,921.0,358.0,7.0245,500001.0,NEAR BAY --122.12,37.39,34.0,3561.0,497.0,1336.0,501.0,8.9172,500001.0,NEAR BAY --122.12,37.38,34.0,1443.0,218.0,504.0,200.0,8.4709,500001.0,NEAR BAY --122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,500001.0,NEAR BAY --122.13,37.4,29.0,6027.0,1195.0,2687.0,1171.0,5.1335,461200.0,NEAR BAY --122.13,37.41,36.0,4787.0,900.0,2039.0,890.0,5.4063,440900.0,NEAR BAY --122.14,37.41,35.0,2419.0,426.0,949.0,433.0,6.4588,437100.0,NEAR BAY --122.14,37.42,46.0,206.0,44.0,134.0,51.0,4.15,265000.0,NEAR BAY --122.13,37.42,36.0,3982.0,1045.0,2251.0,995.0,3.5364,314100.0,NEAR BAY --122.12,37.41,33.0,2892.0,617.0,1250.0,581.0,5.3727,360900.0,NEAR BAY --122.11,37.43,35.0,3584.0,535.0,1405.0,538.0,7.3023,451300.0,NEAR BAY --122.11,37.43,35.0,3905.0,565.0,1562.0,553.0,7.313,463700.0,NEAR BAY --122.11,37.42,32.0,3058.0,595.0,1267.0,540.0,6.4949,417800.0,NEAR BAY --122.11,37.41,35.0,2712.0,428.0,1084.0,425.0,7.1382,443800.0,NEAR BAY --122.11,37.41,33.0,1641.0,284.0,659.0,282.0,6.0884,432900.0,NEAR BAY --122.12,37.42,35.0,2445.0,533.0,1187.0,519.0,5.2803,362100.0,NEAR BAY --122.12,37.42,36.0,2607.0,551.0,1165.0,523.0,5.1524,373100.0,NEAR BAY --122.13,37.43,40.0,3454.0,648.0,1498.0,647.0,5.2114,438400.0,NEAR BAY --122.13,37.43,32.0,4398.0,878.0,1799.0,792.0,4.7375,431900.0,NEAR BAY --122.12,37.43,36.0,3212.0,553.0,1455.0,574.0,6.46,425500.0,NEAR BAY --122.12,37.44,33.0,2974.0,623.0,1435.0,588.0,5.485,406300.0,NEAR BAY --122.13,37.44,42.0,2390.0,462.0,1146.0,468.0,6.3111,397400.0,NEAR BAY --122.12,37.44,33.0,1509.0,303.0,748.0,268.0,4.875,373400.0,NEAR BAY --122.11,37.44,35.0,2016.0,349.0,1023.0,376.0,5.6413,376600.0,NEAR BAY --122.12,37.43,33.0,3262.0,668.0,1411.0,626.0,5.316,398100.0,NEAR BAY --122.13,37.45,37.0,2295.0,332.0,933.0,332.0,6.7257,500001.0,NEAR BAY --122.13,37.45,37.0,1287.0,197.0,510.0,206.0,7.9029,500001.0,NEAR BAY --122.13,37.45,41.0,3233.0,540.0,1251.0,506.0,6.6354,500001.0,NEAR BAY --122.13,37.44,43.0,3004.0,440.0,1088.0,427.0,9.1508,500001.0,NEAR BAY --122.13,37.44,38.0,2835.0,447.0,1148.0,446.0,5.9277,446600.0,NEAR BAY --122.15,37.46,39.0,906.0,109.0,353.0,112.0,10.3942,500001.0,NEAR BAY --122.16,37.45,52.0,1135.0,219.0,441.0,200.0,7.5418,492000.0,NEAR BAY --122.15,37.46,52.0,1803.0,257.0,683.0,259.0,10.9508,500001.0,NEAR BAY --122.14,37.45,52.0,3841.0,537.0,1391.0,540.0,7.8647,500001.0,NEAR BAY --122.15,37.45,52.0,2117.0,353.0,734.0,328.0,6.767,500001.0,NEAR BAY --122.14,37.45,48.0,2074.0,297.0,700.0,279.0,8.7051,500001.0,NEAR BAY --122.15,37.45,52.0,568.0,91.0,219.0,75.0,6.1575,500001.0,NEAR BAY --122.16,37.45,47.0,4234.0,,1808.0,1093.0,4.2297,425000.0,NEAR BAY --122.16,37.45,19.0,2207.0,810.0,1304.0,775.0,2.1406,402500.0,NEAR BAY --122.16,37.45,37.0,2926.0,874.0,1363.0,815.0,4.5987,356000.0,NEAR BAY --122.16,37.44,34.0,2199.0,529.0,1193.0,532.0,4.2972,405900.0,NEAR BAY --122.15,37.44,52.0,2063.0,320.0,774.0,309.0,7.2543,500001.0,NEAR BAY --122.15,37.44,52.0,1400.0,217.0,522.0,227.0,4.9861,500001.0,NEAR BAY --122.15,37.44,52.0,1945.0,293.0,708.0,275.0,6.1655,500001.0,NEAR BAY --122.14,37.44,52.0,3117.0,468.0,1114.0,421.0,6.6756,500001.0,NEAR BAY --122.14,37.43,52.0,1944.0,308.0,696.0,293.0,8.2664,500001.0,NEAR BAY --122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,500001.0,NEAR BAY --122.14,37.43,52.0,1383.0,227.0,551.0,249.0,6.5829,500001.0,NEAR BAY --122.15,37.43,47.0,2600.0,490.0,1149.0,465.0,5.0203,476300.0,NEAR BAY --122.15,37.42,44.0,3558.0,839.0,1779.0,832.0,3.9243,404800.0,NEAR BAY --122.14,37.43,18.0,2060.0,563.0,1144.0,600.0,4.0686,378600.0,NEAR BAY --122.15,37.43,20.0,11709.0,,7604.0,3589.0,1.9045,375000.0,NEAR BAY --122.16,37.42,34.0,4448.0,610.0,2571.0,581.0,11.0492,500001.0,NEAR OCEAN --122.15,37.41,15.0,2577.0,360.0,979.0,364.0,10.476,500001.0,NEAR BAY --122.17,37.43,24.0,3924.0,1142.0,7174.0,950.0,4.0972,387500.0,NEAR OCEAN --122.15,37.41,29.0,473.0,103.0,359.0,87.0,7.0309,475000.0,NEAR BAY --122.18,37.41,21.0,1034.0,117.0,323.0,117.0,10.7237,500001.0,NEAR OCEAN --122.13,37.39,27.0,3385.0,427.0,1248.0,409.0,12.0372,500001.0,NEAR BAY --122.12,37.37,37.0,1446.0,181.0,549.0,190.0,10.7355,500001.0,NEAR BAY --122.11,37.36,34.0,1575.0,183.0,511.0,180.0,13.1867,500001.0,NEAR BAY --122.13,37.37,30.0,2139.0,260.0,742.0,242.0,11.806,500001.0,NEAR BAY --122.14,37.38,26.0,2859.0,343.0,951.0,336.0,10.4277,500001.0,NEAR BAY --122.1,37.36,32.0,1433.0,199.0,498.0,201.0,9.3586,500001.0,NEAR BAY --122.1,37.36,35.0,2063.0,266.0,676.0,252.0,8.5294,500001.0,NEAR BAY --122.09,37.35,37.0,1795.0,285.0,791.0,261.0,7.5794,500001.0,NEAR BAY --122.09,37.35,30.0,1502.0,186.0,501.0,180.0,10.0259,500001.0,NEAR BAY --122.14,37.36,23.0,11294.0,1377.0,3840.0,1367.0,12.1387,500001.0,NEAR BAY --122.15,37.35,23.0,3814.0,485.0,1344.0,464.0,12.9792,500001.0,NEAR BAY --122.11,37.31,7.0,189.0,26.0,84.0,29.0,13.8093,500001.0,<1H OCEAN --122.12,37.29,11.0,436.0,70.0,212.0,75.0,8.6196,500001.0,<1H OCEAN --122.12,37.28,21.0,349.0,64.0,149.0,56.0,5.8691,360000.0,<1H OCEAN --122.08,37.24,21.0,427.0,63.0,182.0,70.0,11.3283,500001.0,<1H OCEAN --122.01,37.18,37.0,3852.0,652.0,1534.0,567.0,5.8596,318700.0,<1H OCEAN --121.98,37.16,42.0,2533.0,433.0,957.0,398.0,5.3468,279900.0,<1H OCEAN --121.9,37.16,43.0,1529.0,311.0,570.0,250.0,5.2366,293300.0,<1H OCEAN --121.93,37.13,37.0,1150.0,203.0,511.0,179.0,5.7415,398500.0,<1H OCEAN --121.88,37.24,24.0,4420.0,996.0,2981.0,975.0,3.506,226400.0,<1H OCEAN --121.9,37.24,24.0,7521.0,1364.0,3970.0,1318.0,4.4004,255800.0,<1H OCEAN --121.86,37.22,18.0,7245.0,1029.0,2893.0,1049.0,6.9508,361200.0,<1H OCEAN --121.86,37.23,24.0,4337.0,670.0,1936.0,652.0,5.8904,271400.0,<1H OCEAN --121.85,37.22,21.0,6203.0,798.0,2494.0,800.0,7.7201,362700.0,<1H OCEAN --121.89,37.21,14.0,5636.0,697.0,2281.0,680.0,8.4262,459200.0,<1H OCEAN --121.84,37.18,6.0,9176.0,1201.0,3637.0,1138.0,8.3837,473400.0,<1H OCEAN --121.87,37.22,17.0,2825.0,365.0,1052.0,345.0,8.0595,485000.0,<1H OCEAN --121.87,37.22,26.0,1921.0,250.0,725.0,253.0,7.6933,405900.0,<1H OCEAN --121.86,37.21,23.0,2552.0,305.0,916.0,316.0,9.1974,500001.0,<1H OCEAN --121.87,37.21,18.0,1080.0,122.0,382.0,121.0,9.08,500001.0,<1H OCEAN --121.83,37.23,7.0,5389.0,903.0,2232.0,825.0,6.6659,500001.0,<1H OCEAN --121.8,37.19,45.0,1797.0,303.0,870.0,281.0,4.5417,434500.0,<1H OCEAN --121.84,37.21,15.0,5468.0,676.0,2221.0,675.0,8.3792,418300.0,<1H OCEAN --121.83,37.2,6.0,3694.0,574.0,1554.0,527.0,6.8333,348000.0,<1H OCEAN --121.83,37.21,14.0,2714.0,361.0,1259.0,375.0,7.7738,387500.0,<1H OCEAN --121.89,37.23,16.0,3574.0,466.0,1503.0,487.0,8.1988,355900.0,<1H OCEAN --121.89,37.23,20.0,7754.0,976.0,3094.0,941.0,8.19,361600.0,<1H OCEAN --121.88,37.24,14.0,7174.0,950.0,2782.0,899.0,8.3065,394200.0,<1H OCEAN --121.87,37.23,19.0,7357.0,963.0,3018.0,981.0,6.9473,361400.0,<1H OCEAN --121.87,37.27,16.0,3298.0,451.0,1542.0,423.0,6.7064,305600.0,<1H OCEAN --121.87,37.27,25.0,1730.0,226.0,721.0,243.0,7.5845,279300.0,<1H OCEAN --121.86,37.27,19.0,1852.0,268.0,866.0,272.0,5.6139,279500.0,<1H OCEAN --121.87,37.27,18.0,3561.0,560.0,1753.0,553.0,5.0292,269400.0,<1H OCEAN --121.86,37.27,17.0,4393.0,709.0,2292.0,692.0,5.6876,246500.0,<1H OCEAN --121.77,37.23,15.0,4713.0,769.0,2519.0,778.0,5.6958,253800.0,<1H OCEAN --121.77,37.22,16.0,1617.0,306.0,667.0,264.0,4.5221,191100.0,<1H OCEAN --121.77,37.22,16.0,3992.0,540.0,2097.0,555.0,6.7287,299300.0,<1H OCEAN --121.76,37.23,16.0,4274.0,715.0,2240.0,704.0,5.4218,233900.0,<1H OCEAN --121.84,37.25,25.0,5939.0,989.0,3275.0,954.0,5.6488,234600.0,<1H OCEAN --121.83,37.23,22.0,5507.0,841.0,2785.0,848.0,6.0889,245200.0,<1H OCEAN --121.84,37.24,18.0,3574.0,504.0,1803.0,536.0,6.7836,274100.0,<1H OCEAN --121.84,37.24,24.0,7991.0,1286.0,4017.0,1213.0,5.4741,238800.0,<1H OCEAN --121.85,37.24,17.0,6425.0,1268.0,3934.0,1238.0,5.1228,237600.0,<1H OCEAN --121.86,37.25,16.0,6958.0,1300.0,2965.0,1217.0,4.2885,262400.0,<1H OCEAN --121.83,37.28,17.0,3057.0,606.0,2030.0,602.0,5.2166,230900.0,<1H OCEAN --121.81,37.27,20.0,3244.0,520.0,1769.0,469.0,5.9214,224000.0,<1H OCEAN --121.8,37.27,17.0,3912.0,737.0,2693.0,746.0,5.0772,221500.0,<1H OCEAN --121.82,37.27,16.0,2030.0,321.0,1343.0,365.0,6.3566,279100.0,<1H OCEAN --121.81,37.27,22.0,2996.0,695.0,2169.0,607.0,4.3438,209700.0,<1H OCEAN --121.8,37.26,26.0,1394.0,238.0,990.0,315.0,4.8862,195000.0,<1H OCEAN --121.8,37.26,18.0,3631.0,947.0,2357.0,757.0,2.875,184400.0,<1H OCEAN --121.85,37.27,17.0,1957.0,261.0,863.0,269.0,7.3339,294200.0,<1H OCEAN --121.84,37.27,9.0,3624.0,812.0,1856.0,721.0,4.2083,198400.0,<1H OCEAN --121.84,37.27,17.0,2795.0,482.0,1904.0,506.0,5.0186,250800.0,<1H OCEAN --121.83,37.27,8.0,4454.0,1058.0,2595.0,1027.0,4.5615,282600.0,<1H OCEAN --121.84,37.27,16.0,2429.0,387.0,1293.0,363.0,5.5,253200.0,<1H OCEAN --121.83,37.27,14.0,2855.0,380.0,1420.0,383.0,6.6712,311500.0,<1H OCEAN --121.82,37.26,10.0,3030.0,574.0,1623.0,589.0,5.1356,218700.0,<1H OCEAN --121.83,37.26,11.0,2394.0,403.0,1393.0,409.0,5.5875,259300.0,<1H OCEAN --121.81,37.26,14.0,3379.0,683.0,1465.0,620.0,4.0547,236200.0,<1H OCEAN --121.81,37.26,16.0,1911.0,327.0,1158.0,332.0,5.9359,249500.0,<1H OCEAN --121.81,37.25,20.0,3398.0,771.0,1231.0,744.0,2.0288,350000.0,<1H OCEAN --121.81,37.25,12.0,2070.0,587.0,1216.0,532.0,4.1926,244500.0,<1H OCEAN --121.83,37.26,7.0,3609.0,751.0,1739.0,682.0,4.5033,213100.0,<1H OCEAN --121.82,37.25,16.0,2650.0,600.0,1969.0,586.0,3.9461,194300.0,<1H OCEAN --121.83,37.25,17.0,2332.0,637.0,1636.0,623.0,3.1932,123400.0,<1H OCEAN --121.87,37.26,17.0,1051.0,172.0,446.0,173.0,5.6652,234500.0,<1H OCEAN --121.86,37.26,16.0,2814.0,485.0,1305.0,465.0,5.5121,224100.0,<1H OCEAN --121.87,37.26,24.0,2383.0,343.0,1146.0,341.0,5.6223,265700.0,<1H OCEAN --121.85,37.26,16.0,1982.0,280.0,1030.0,297.0,6.4339,289200.0,<1H OCEAN --121.85,37.26,16.0,2312.0,303.0,1158.0,295.0,7.4323,311800.0,<1H OCEAN --121.85,37.26,16.0,1816.0,241.0,793.0,234.0,6.8194,291200.0,<1H OCEAN --121.84,37.26,5.0,1808.0,340.0,825.0,339.0,5.0509,184800.0,<1H OCEAN --121.83,37.26,15.0,3243.0,551.0,1752.0,551.0,5.5849,257400.0,<1H OCEAN --121.84,37.25,17.0,2363.0,473.0,1369.0,442.0,4.8355,141600.0,<1H OCEAN --121.87,37.25,4.0,2498.0,775.0,1213.0,631.0,3.7844,183900.0,<1H OCEAN --121.85,37.25,20.0,3773.0,624.0,1965.0,607.0,5.4939,241200.0,<1H OCEAN --121.83,37.24,23.0,2543.0,388.0,1297.0,385.0,5.9164,237400.0,<1H OCEAN --121.81,37.24,21.0,3250.0,610.0,1978.0,568.0,4.5,234400.0,<1H OCEAN --121.82,37.24,20.0,3671.0,567.0,1944.0,589.0,6.0538,241000.0,<1H OCEAN --121.82,37.25,24.0,3344.0,531.0,1768.0,541.0,5.8305,245600.0,<1H OCEAN --121.82,37.25,25.0,4021.0,634.0,2178.0,650.0,5.1663,241200.0,<1H OCEAN --121.81,37.25,5.0,1975.0,520.0,861.0,440.0,4.4565,159000.0,<1H OCEAN --121.81,37.25,25.0,4096.0,623.0,2128.0,618.0,6.2957,251800.0,<1H OCEAN --121.82,37.23,23.0,4487.0,584.0,2024.0,580.0,7.5218,291500.0,<1H OCEAN --121.82,37.23,25.0,2349.0,394.0,1266.0,383.0,4.9688,233100.0,<1H OCEAN --121.81,37.23,16.0,1674.0,281.0,850.0,254.0,5.3157,253300.0,<1H OCEAN --121.81,37.23,19.0,2635.0,427.0,1497.0,410.0,6.3178,248000.0,<1H OCEAN --121.81,37.23,24.0,2413.0,369.0,1237.0,381.0,6.4328,257200.0,<1H OCEAN --121.81,37.23,17.0,2319.0,324.0,1076.0,338.0,6.4664,278300.0,<1H OCEAN --121.78,37.24,17.0,2123.0,341.0,1067.0,339.0,6.0062,262700.0,<1H OCEAN --121.78,37.22,18.0,2127.0,387.0,1547.0,402.0,5.0958,217100.0,<1H OCEAN --121.78,37.23,18.0,1747.0,317.0,1055.0,285.0,5.898,229100.0,<1H OCEAN --121.79,37.23,16.0,2240.0,300.0,1221.0,305.0,6.0198,289600.0,<1H OCEAN --121.79,37.23,17.0,2281.0,359.0,1226.0,394.0,5.4193,259500.0,<1H OCEAN --121.8,37.23,18.0,3179.0,526.0,1663.0,507.0,5.9225,265800.0,<1H OCEAN --121.8,37.23,18.0,2581.0,358.0,1284.0,377.0,6.7385,272400.0,<1H OCEAN --121.8,37.27,10.0,3301.0,593.0,2190.0,575.0,6.223,260700.0,<1H OCEAN --121.8,37.26,16.0,1868.0,285.0,995.0,284.0,5.9053,260500.0,<1H OCEAN --121.76,37.26,17.0,250.0,52.0,141.0,51.0,4.6458,500001.0,<1H OCEAN --121.77,37.24,12.0,10236.0,1878.0,5674.0,1816.0,4.747,261100.0,<1H OCEAN --121.7,37.2,15.0,531.0,154.0,469.0,155.0,4.65,385700.0,<1H OCEAN --121.74,37.19,11.0,1290.0,197.0,881.0,191.0,4.2039,500001.0,<1H OCEAN --121.72,37.16,21.0,1062.0,179.0,631.0,185.0,4.7386,394100.0,<1H OCEAN --121.75,37.11,18.0,3167.0,,1414.0,482.0,6.8773,467700.0,<1H OCEAN --121.68,37.0,19.0,3754.0,588.0,1692.0,550.0,6.7644,412600.0,<1H OCEAN --121.61,37.15,16.0,5498.0,729.0,2051.0,694.0,7.8601,416300.0,<1H OCEAN --121.6,37.13,14.0,9483.0,1361.0,4108.0,1281.0,7.5,344500.0,<1H OCEAN --121.64,37.15,13.0,4780.0,798.0,2795.0,764.0,6.1684,288100.0,<1H OCEAN --121.64,37.14,14.0,5487.0,1024.0,2823.0,979.0,4.175,229800.0,<1H OCEAN --121.63,37.12,17.0,1830.0,398.0,1110.0,388.0,2.4821,248200.0,<1H OCEAN --121.69,37.14,12.0,4077.0,590.0,1618.0,540.0,5.2951,386200.0,<1H OCEAN --121.66,37.13,20.0,4477.0,924.0,2656.0,871.0,3.8788,226900.0,<1H OCEAN --121.65,37.12,14.0,4721.0,999.0,2648.0,888.0,3.6895,239300.0,<1H OCEAN --121.66,37.11,19.0,3785.0,611.0,2198.0,610.0,5.1514,436700.0,<1H OCEAN --121.65,37.11,14.0,6006.0,914.0,2915.0,898.0,5.9356,321700.0,<1H OCEAN --121.63,37.1,14.0,5034.0,797.0,2124.0,790.0,4.9028,335000.0,<1H OCEAN --121.67,37.13,19.0,3269.0,483.0,1383.0,452.0,5.6205,300800.0,<1H OCEAN --121.56,37.08,17.0,6725.0,1051.0,3439.0,1027.0,6.4313,393100.0,<1H OCEAN --121.61,37.06,21.0,5322.0,908.0,3011.0,895.0,5.5936,386800.0,<1H OCEAN --121.6,37.09,24.0,1511.0,318.0,1052.0,292.0,3.625,350000.0,<1H OCEAN --121.62,37.09,37.0,1593.0,303.0,1030.0,287.0,3.9306,260700.0,<1H OCEAN --121.58,37.01,44.0,3192.0,565.0,1439.0,568.0,4.3693,234000.0,INLAND --121.57,37.0,18.0,7241.0,1225.0,4168.0,1138.0,4.5714,260300.0,INLAND --121.57,36.98,14.0,5231.0,817.0,2634.0,799.0,4.9702,279800.0,INLAND --121.58,37.01,15.0,2873.0,547.0,1582.0,567.0,5.1519,264700.0,INLAND --121.59,36.97,16.0,865.0,123.0,403.0,130.0,5.7396,308700.0,INLAND --121.59,37.01,16.0,6637.0,1171.0,3575.0,1162.0,4.3227,251500.0,INLAND --121.61,37.03,5.0,6529.0,1010.0,3071.0,977.0,5.6754,298500.0,<1H OCEAN --121.58,37.03,16.0,3120.0,685.0,2383.0,681.0,3.5551,198600.0,INLAND --121.58,37.02,27.0,2303.0,471.0,1447.0,467.0,3.2019,203600.0,INLAND --121.59,37.02,14.0,6355.0,1279.0,3704.0,1224.0,4.4233,228600.0,INLAND --121.57,37.02,17.0,2889.0,624.0,2681.0,608.0,2.9417,178000.0,INLAND --121.57,37.01,44.0,1448.0,393.0,1066.0,357.0,2.0625,170300.0,INLAND --121.56,37.0,20.0,3976.0,953.0,3866.0,950.0,2.5387,160100.0,INLAND --121.54,36.99,27.0,2361.0,449.0,1782.0,397.0,3.2614,305000.0,INLAND --121.51,37.02,19.0,2372.0,394.0,1142.0,365.0,4.0238,374600.0,INLAND --121.74,37.35,34.0,440.0,90.0,217.0,93.0,5.2327,500001.0,<1H OCEAN --121.55,37.37,39.0,759.0,141.0,252.0,106.0,3.6964,262500.0,INLAND --121.59,37.19,52.0,220.0,32.0,55.0,26.0,15.0001,131300.0,<1H OCEAN --121.37,37.06,25.0,474.0,92.0,300.0,104.0,3.8062,340900.0,INLAND --122.03,37.18,10.0,212.0,38.0,78.0,21.0,6.0622,390000.0,<1H OCEAN --121.96,37.13,26.0,50.0,5.0,17.0,4.0,15.0001,400000.0,<1H OCEAN --121.98,37.14,37.0,74.0,19.0,63.0,17.0,9.5908,350000.0,<1H OCEAN --122.0,37.0,16.0,32.0,4.0,36.0,5.0,2.625,137500.0,NEAR OCEAN --122.01,36.99,29.0,227.0,45.0,112.0,41.0,6.4469,271400.0,NEAR OCEAN --122.01,36.99,28.0,1321.0,240.0,652.0,239.0,4.9808,263100.0,NEAR OCEAN --121.99,36.99,29.0,3119.0,507.0,1476.0,487.0,5.8123,281500.0,NEAR OCEAN --121.99,36.98,40.0,1104.0,224.0,669.0,215.0,4.3409,256300.0,NEAR OCEAN --122.0,36.98,43.0,1636.0,324.0,792.0,325.0,3.5562,239200.0,NEAR OCEAN --122.01,36.99,41.0,2548.0,508.0,1290.0,488.0,3.6902,233000.0,NEAR OCEAN --122.01,36.98,47.0,1250.0,249.0,607.0,234.0,4.0417,265300.0,NEAR OCEAN --122.02,36.99,30.0,2156.0,487.0,1023.0,458.0,2.7875,245000.0,NEAR OCEAN --122.02,36.98,21.0,1484.0,394.0,984.0,380.0,2.1734,187500.0,NEAR OCEAN --122.02,36.98,44.0,1153.0,238.0,657.0,219.0,3.2368,212500.0,NEAR OCEAN --122.04,36.98,35.0,2155.0,355.0,866.0,335.0,5.6188,404700.0,NEAR OCEAN --122.04,36.98,33.0,797.0,125.0,385.0,133.0,6.7974,367600.0,NEAR OCEAN --122.04,36.97,30.0,2695.0,424.0,1098.0,420.0,5.3972,362300.0,NEAR OCEAN --122.06,37.0,14.0,1547.0,374.0,4731.0,348.0,2.4732,131300.0,NEAR OCEAN --122.05,36.97,20.0,2428.0,473.0,1145.0,454.0,3.6797,263800.0,NEAR OCEAN --122.05,36.97,16.0,3363.0,611.0,1603.0,556.0,4.2542,294100.0,NEAR OCEAN --122.06,36.98,15.0,3385.0,669.0,1571.0,615.0,4.2254,320900.0,NEAR OCEAN --122.04,36.98,51.0,1076.0,206.0,495.0,201.0,2.9286,258300.0,NEAR OCEAN --122.04,36.97,45.0,1302.0,245.0,621.0,258.0,5.1806,266400.0,NEAR OCEAN --122.04,36.97,52.0,1901.0,335.0,955.0,301.0,3.8259,253100.0,NEAR OCEAN --122.04,36.97,49.0,792.0,136.0,331.0,137.0,5.2128,238600.0,NEAR OCEAN --122.04,36.96,44.0,1294.0,269.0,645.0,259.0,3.2437,223900.0,NEAR OCEAN --122.03,36.98,37.0,2817.0,716.0,1341.0,662.0,2.1553,255400.0,NEAR OCEAN --122.01,36.98,47.0,2403.0,517.0,1144.0,455.0,2.5954,229400.0,NEAR OCEAN --122.02,36.98,35.0,1053.0,263.0,552.0,237.0,2.7125,217500.0,NEAR OCEAN --122.02,36.98,21.0,607.0,155.0,226.0,136.0,1.9063,166700.0,NEAR OCEAN --122.02,36.97,29.0,2568.0,747.0,1743.0,659.0,1.9286,195300.0,NEAR OCEAN --122.01,36.97,43.0,2162.0,509.0,1208.0,464.0,2.5417,260900.0,NEAR OCEAN --122.01,36.97,52.0,920.0,202.0,525.0,264.0,2.9444,232800.0,NEAR OCEAN --122.01,36.97,35.0,1605.0,392.0,743.0,382.0,2.5368,240000.0,NEAR OCEAN --122.0,36.98,20.0,2502.0,454.0,981.0,399.0,4.3,275000.0,NEAR OCEAN --122.01,36.98,27.0,2820.0,730.0,1511.0,745.0,2.589,242400.0,NEAR OCEAN --122.0,36.97,30.0,1029.0,242.0,753.0,249.0,3.1205,240500.0,NEAR OCEAN --122.0,36.93,51.0,1616.0,374.0,608.0,302.0,3.1932,400000.0,NEAR OCEAN --122.01,36.95,52.0,1217.0,325.0,508.0,237.0,2.0547,326700.0,NEAR OCEAN --122.03,36.97,51.0,924.0,232.0,488.0,228.0,2.1964,234400.0,NEAR OCEAN --122.03,36.97,36.0,337.0,69.0,223.0,68.0,3.2404,225000.0,NEAR OCEAN --122.03,36.97,52.0,403.0,72.0,200.0,73.0,1.6923,262500.0,NEAR OCEAN --122.04,36.97,40.0,1193.0,227.0,570.0,204.0,4.4659,237500.0,NEAR OCEAN --122.03,36.96,18.0,2677.0,785.0,1391.0,656.0,2.5067,232600.0,NEAR OCEAN --122.02,36.97,44.0,594.0,169.0,325.0,139.0,1.1552,250000.0,NEAR OCEAN --122.02,36.97,39.0,2124.0,661.0,1365.0,606.0,1.6642,281300.0,NEAR OCEAN --122.02,36.96,52.0,775.0,305.0,1054.0,305.0,2.0172,112500.0,NEAR OCEAN --122.03,36.96,40.0,584.0,126.0,316.0,139.0,3.5938,243500.0,NEAR OCEAN --122.03,36.96,28.0,1607.0,421.0,926.0,385.0,2.425,216100.0,NEAR OCEAN --122.04,36.96,32.0,1438.0,306.0,802.0,293.0,4.1964,202000.0,NEAR OCEAN --122.04,36.96,42.0,538.0,107.0,200.0,104.0,2.1667,196400.0,NEAR OCEAN --122.04,36.96,42.0,1149.0,264.0,703.0,232.0,2.5865,206400.0,NEAR OCEAN --122.03,36.96,32.0,2182.0,406.0,1122.0,370.0,3.52,284200.0,NEAR OCEAN --122.04,36.95,36.0,1862.0,364.0,1080.0,364.0,4.4567,263800.0,NEAR OCEAN --122.01,36.91,19.0,691.0,191.0,324.0,167.0,3.1312,388500.0,NEAR OCEAN --122.05,36.96,30.0,971.0,185.0,644.0,173.0,4.2045,226500.0,NEAR OCEAN --122.06,36.96,52.0,65.0,17.0,24.0,10.0,4.5,258300.0,NEAR OCEAN --122.05,36.87,18.0,2232.0,440.0,1091.0,458.0,3.8269,276000.0,NEAR OCEAN --122.04,36.95,27.0,1987.0,374.0,961.0,343.0,3.9667,265800.0,NEAR OCEAN --122.04,37.0,52.0,3365.0,644.0,796.0,333.0,2.9712,116600.0,NEAR OCEAN --121.75,36.91,32.0,1461.0,422.0,1494.0,416.0,2.8056,173200.0,<1H OCEAN --121.74,36.92,29.0,1210.0,281.0,863.0,262.0,3.1062,156000.0,<1H OCEAN --121.74,36.92,17.0,2648.0,589.0,1193.0,540.0,2.4461,151700.0,<1H OCEAN --121.74,36.92,14.0,3355.0,695.0,1350.0,697.0,2.6506,164600.0,<1H OCEAN --121.75,36.93,24.0,4026.0,881.0,2264.0,863.0,3.1327,218100.0,<1H OCEAN --121.75,36.92,48.0,1801.0,353.0,1071.0,361.0,3.6,194500.0,<1H OCEAN --121.75,36.92,46.0,1362.0,321.0,1068.0,305.0,2.4615,177800.0,<1H OCEAN --121.76,36.92,36.0,2096.0,409.0,1454.0,394.0,3.2216,238300.0,<1H OCEAN --121.76,36.92,46.0,947.0,257.0,1120.0,264.0,3.4125,160700.0,<1H OCEAN --121.75,36.91,52.0,1211.0,447.0,1102.0,392.0,1.6875,161400.0,<1H OCEAN --121.76,36.91,23.0,1276.0,437.0,1359.0,376.0,1.9609,155000.0,<1H OCEAN --121.75,36.91,42.0,1368.0,468.0,2312.0,484.0,2.5599,151400.0,<1H OCEAN --121.77,36.91,8.0,2715.0,750.0,2580.0,718.0,2.8348,162000.0,<1H OCEAN --121.76,36.9,44.0,919.0,309.0,1321.0,301.0,2.0775,121400.0,<1H OCEAN --121.77,36.93,20.0,2587.0,547.0,1534.0,540.0,2.4375,190400.0,<1H OCEAN --121.77,36.93,24.0,1943.0,447.0,1844.0,461.0,3.0192,184300.0,<1H OCEAN --121.77,36.93,33.0,1406.0,317.0,1075.0,301.0,3.2813,190000.0,<1H OCEAN --121.76,36.92,20.0,2687.0,637.0,2154.0,610.0,2.6434,169700.0,<1H OCEAN --121.77,36.92,9.0,4934.0,1112.0,3198.0,977.0,3.5,194800.0,<1H OCEAN --121.79,36.93,19.0,2512.0,509.0,1856.0,537.0,3.1815,189100.0,<1H OCEAN --121.78,36.92,19.0,1515.0,253.0,975.0,266.0,4.3906,241200.0,<1H OCEAN --121.78,36.93,21.0,2794.0,662.0,2236.0,565.0,2.4053,178400.0,<1H OCEAN --121.77,36.94,18.0,1063.0,341.0,1033.0,313.0,2.0192,171300.0,<1H OCEAN --121.79,36.95,34.0,2152.0,430.0,1516.0,386.0,3.7863,192200.0,<1H OCEAN --121.8,36.94,29.0,2377.0,476.0,1669.0,499.0,2.8214,190100.0,<1H OCEAN --122.25,37.08,20.0,1201.0,282.0,601.0,234.0,2.5556,177500.0,NEAR OCEAN --122.14,37.08,18.0,2420.0,439.0,1278.0,416.0,5.2101,334000.0,NEAR OCEAN --122.11,37.05,18.0,3337.0,549.0,1449.0,519.0,5.1412,315800.0,NEAR OCEAN --122.13,36.97,27.0,991.0,194.0,543.0,155.0,4.7188,350000.0,NEAR OCEAN --122.07,37.13,26.0,1127.0,199.0,543.0,199.0,4.9792,240000.0,NEAR OCEAN --122.09,37.09,46.0,695.0,136.0,408.0,148.0,3.9408,222600.0,NEAR OCEAN --122.09,37.11,32.0,2637.0,489.0,1031.0,410.0,3.6474,231600.0,NEAR OCEAN --122.12,37.09,36.0,1397.0,289.0,661.0,243.0,4.125,239600.0,NEAR OCEAN --122.09,37.07,33.0,3581.0,734.0,1780.0,663.0,4.3429,214300.0,NEAR OCEAN --122.08,37.08,35.0,1541.0,297.0,791.0,277.0,4.425,204800.0,NEAR OCEAN --122.16,37.17,35.0,6422.0,1380.0,2755.0,1064.0,5.0165,202300.0,NEAR OCEAN --122.12,37.12,51.0,2419.0,485.0,1078.0,435.0,2.7933,206900.0,NEAR OCEAN --122.18,37.15,17.0,1457.0,289.0,591.0,235.0,5.5785,284100.0,NEAR OCEAN --122.12,37.16,32.0,1602.0,317.0,752.0,275.0,5.1664,185100.0,NEAR OCEAN --122.1,37.19,18.0,808.0,136.0,420.0,145.0,7.1831,273300.0,NEAR OCEAN --122.08,37.15,23.0,506.0,96.0,264.0,89.0,7.1366,273900.0,NEAR OCEAN --122.11,37.11,46.0,1993.0,404.0,850.0,327.0,5.208,206800.0,NEAR OCEAN --122.11,37.14,29.0,3201.0,640.0,1722.0,570.0,4.4597,204100.0,NEAR OCEAN --122.13,37.15,39.0,2854.0,613.0,1338.0,518.0,3.9423,180300.0,NEAR OCEAN --122.09,37.21,15.0,1969.0,332.0,822.0,324.0,7.8774,394900.0,<1H OCEAN --122.0,37.12,17.0,4413.0,672.0,1674.0,608.0,6.9772,383300.0,<1H OCEAN --122.04,37.12,30.0,1427.0,311.0,686.0,251.0,4.0781,154500.0,NEAR OCEAN --122.02,37.11,36.0,2066.0,401.0,942.0,344.0,5.2417,196400.0,NEAR OCEAN --122.05,37.11,39.0,1065.0,248.0,497.0,208.0,4.5972,146300.0,NEAR OCEAN --122.07,37.08,21.0,5639.0,894.0,2670.0,871.0,6.0809,270000.0,NEAR OCEAN --122.05,37.05,41.0,2422.0,502.0,915.0,366.0,4.1679,201300.0,NEAR OCEAN --122.07,37.06,31.0,1634.0,370.0,939.0,332.0,3.8625,232300.0,NEAR OCEAN --122.08,37.04,34.0,2800.0,577.0,1353.0,512.0,4.1161,220900.0,NEAR OCEAN --122.08,37.03,36.0,4682.0,899.0,2143.0,832.0,4.5096,203700.0,NEAR OCEAN --122.04,37.04,17.0,4977.0,994.0,1987.0,947.0,3.8854,312300.0,NEAR OCEAN --122.03,37.03,21.0,4650.0,733.0,2014.0,704.0,5.6233,322000.0,NEAR OCEAN --122.02,37.01,20.0,1005.0,138.0,345.0,129.0,10.0968,500001.0,NEAR OCEAN --122.03,37.0,30.0,2077.0,342.0,816.0,328.0,5.2078,440500.0,NEAR OCEAN --122.04,37.08,20.0,467.0,95.0,229.0,86.0,4.8,261500.0,NEAR OCEAN --122.02,37.09,35.0,1818.0,368.0,682.0,254.0,4.8611,240000.0,NEAR OCEAN --122.03,37.05,12.0,2010.0,422.0,784.0,407.0,3.9728,190900.0,NEAR OCEAN --122.01,37.06,19.0,4113.0,767.0,2006.0,732.0,5.1121,308100.0,NEAR OCEAN --122.0,37.08,17.0,4154.0,739.0,2149.0,693.0,5.5919,373400.0,NEAR OCEAN --121.95,37.11,21.0,2387.0,357.0,913.0,341.0,7.736,397700.0,<1H OCEAN --121.96,37.1,20.0,922.0,155.0,361.0,135.0,6.3617,331500.0,<1H OCEAN --121.87,37.1,20.0,1918.0,304.0,798.0,302.0,7.5755,402300.0,<1H OCEAN --121.9,37.1,23.0,1708.0,287.0,670.0,238.0,6.4517,356600.0,<1H OCEAN --121.93,37.04,36.0,1522.0,230.0,677.0,206.0,5.8642,363500.0,<1H OCEAN --121.96,37.03,17.0,1343.0,203.0,511.0,185.0,4.625,386400.0,NEAR OCEAN --121.93,37.05,14.0,679.0,108.0,306.0,113.0,6.4214,340600.0,<1H OCEAN --121.96,37.06,16.0,1321.0,224.0,650.0,206.0,6.3258,390000.0,NEAR OCEAN --121.99,37.05,19.0,2023.0,392.0,955.0,328.0,5.2486,353000.0,NEAR OCEAN --122.0,37.06,20.0,2403.0,376.0,1149.0,369.0,6.0621,304400.0,NEAR OCEAN --122.01,37.03,21.0,5904.0,956.0,2616.0,916.0,5.9039,355300.0,NEAR OCEAN --121.97,37.01,21.0,2073.0,357.0,1044.0,351.0,4.5682,371600.0,NEAR OCEAN --121.98,36.99,14.0,6787.0,1454.0,3416.0,1357.0,3.5943,262400.0,NEAR OCEAN --121.97,37.0,25.0,990.0,166.0,522.0,185.0,4.8269,272900.0,NEAR OCEAN --121.98,36.98,29.0,2681.0,632.0,1652.0,620.0,3.075,215800.0,NEAR OCEAN --121.99,36.99,16.0,1592.0,369.0,1039.0,351.0,3.6364,207000.0,NEAR OCEAN --121.99,36.98,25.0,2113.0,422.0,1365.0,439.0,4.6484,234600.0,NEAR OCEAN --121.99,36.98,19.0,5613.0,1321.0,3018.0,1268.0,3.1914,215600.0,NEAR OCEAN --121.98,36.97,21.0,3349.0,737.0,1952.0,718.0,3.7273,251900.0,NEAR OCEAN --121.98,36.96,20.0,3495.0,818.0,2186.0,772.0,3.1167,258300.0,NEAR OCEAN --121.99,36.97,15.0,3044.0,786.0,1306.0,693.0,2.1771,213200.0,NEAR OCEAN --122.0,36.97,39.0,2702.0,646.0,1136.0,491.0,2.8941,256700.0,NEAR OCEAN --121.99,36.96,42.0,1275.0,272.0,451.0,200.0,4.7321,422400.0,NEAR OCEAN --121.99,36.96,16.0,875.0,201.0,300.0,157.0,2.625,377300.0,NEAR OCEAN --121.96,36.88,37.0,2846.0,553.0,939.0,433.0,4.7468,294400.0,NEAR OCEAN --121.97,36.97,24.0,3665.0,870.0,1954.0,833.0,2.8036,228500.0,NEAR OCEAN --121.97,36.96,27.0,4001.0,999.0,1808.0,945.0,2.561,234600.0,NEAR OCEAN --121.98,36.96,31.0,3209.0,723.0,1489.0,692.0,3.6619,245100.0,NEAR OCEAN --121.96,36.98,16.0,4907.0,1117.0,2265.0,1048.0,2.6757,229200.0,NEAR OCEAN --121.97,36.98,17.0,2813.0,497.0,1337.0,477.0,3.7083,252400.0,NEAR OCEAN --121.97,36.97,15.0,2849.0,668.0,1546.0,582.0,2.7587,228600.0,NEAR OCEAN --121.96,36.97,23.0,4324.0,1034.0,1844.0,875.0,3.0777,263800.0,NEAR OCEAN --121.94,36.98,24.0,3010.0,562.0,1360.0,504.0,4.2006,290700.0,NEAR OCEAN --121.94,36.98,21.0,3520.0,831.0,1486.0,753.0,3.0905,264300.0,NEAR OCEAN --121.95,36.98,34.0,3745.0,958.0,1622.0,802.0,3.1546,261200.0,NEAR OCEAN --121.94,36.97,31.0,1738.0,422.0,746.0,355.0,2.5172,330800.0,NEAR OCEAN --121.93,36.99,19.0,6356.0,1100.0,2954.0,1070.0,4.7325,283500.0,NEAR OCEAN --121.94,37.0,32.0,2210.0,426.0,1082.0,396.0,4.1587,315200.0,NEAR OCEAN --121.96,37.0,20.0,3847.0,727.0,1725.0,737.0,3.3447,305200.0,NEAR OCEAN --121.96,36.99,23.0,3209.0,748.0,1423.0,666.0,2.7375,238000.0,NEAR OCEAN --121.94,36.99,11.0,4571.0,924.0,2004.0,847.0,4.2898,221700.0,NEAR OCEAN --121.86,37.0,16.0,8638.0,1392.0,3706.0,1251.0,5.503,351800.0,<1H OCEAN --121.91,36.99,23.0,5675.0,964.0,2197.0,880.0,4.8693,322300.0,NEAR OCEAN --121.91,36.98,16.0,1957.0,408.0,865.0,369.0,2.6875,233300.0,NEAR OCEAN --121.88,36.98,21.0,4117.0,752.0,2001.0,763.0,4.8953,289500.0,NEAR OCEAN --121.91,36.97,19.0,4920.0,1092.0,1807.0,922.0,3.5112,231900.0,NEAR OCEAN --121.92,36.95,29.0,3457.0,699.0,1327.0,563.0,3.6597,252300.0,NEAR OCEAN --121.88,36.96,18.0,4910.0,817.0,1971.0,773.0,5.8325,308800.0,NEAR OCEAN --121.9,36.97,21.0,3707.0,751.0,1420.0,608.0,4.4485,295200.0,NEAR OCEAN --121.88,36.96,18.0,6355.0,1100.0,2304.0,972.0,6.0281,321100.0,NEAR OCEAN --121.9,36.93,22.0,7281.0,1233.0,1849.0,832.0,5.3276,335500.0,NEAR OCEAN --121.87,36.95,7.0,3703.0,679.0,1375.0,608.0,4.9219,368400.0,NEAR OCEAN --121.84,36.94,29.0,4921.0,967.0,2319.0,823.0,4.9517,307900.0,NEAR OCEAN --121.89,36.89,18.0,2774.0,492.0,1283.0,353.0,5.368,352000.0,NEAR OCEAN --121.91,36.85,22.0,2442.0,624.0,1301.0,290.0,3.1563,300000.0,NEAR OCEAN --121.82,36.86,17.0,1573.0,272.0,142.0,55.0,2.1719,420000.0,NEAR OCEAN --121.79,37.0,28.0,2715.0,451.0,1154.0,386.0,4.8021,290400.0,<1H OCEAN --121.83,36.98,19.0,4431.0,705.0,1764.0,679.0,4.3321,298600.0,<1H OCEAN --121.82,36.95,16.0,2599.0,430.0,1417.0,445.0,4.6611,349300.0,<1H OCEAN --121.83,37.02,22.0,1903.0,350.0,760.0,322.0,2.9559,288400.0,<1H OCEAN --121.76,37.0,21.0,1416.0,269.0,779.0,200.0,3.1987,279800.0,<1H OCEAN --121.79,37.03,18.0,943.0,213.0,544.0,179.0,3.934,228600.0,<1H OCEAN --121.69,36.96,23.0,1229.0,254.0,687.0,232.0,5.1433,305600.0,<1H OCEAN --121.75,36.96,19.0,3461.0,634.0,2790.0,607.0,4.7569,190800.0,<1H OCEAN --121.75,36.95,27.0,1580.0,303.0,1066.0,306.0,4.7071,202700.0,<1H OCEAN --121.77,36.96,20.0,4228.0,816.0,2389.0,844.0,3.525,229100.0,<1H OCEAN --121.73,36.93,29.0,2931.0,535.0,1954.0,506.0,3.2917,224700.0,<1H OCEAN --121.67,36.93,22.0,569.0,132.0,542.0,125.0,2.1875,187500.0,<1H OCEAN --122.39,40.59,26.0,1279.0,438.0,1276.0,420.0,1.2404,81300.0,INLAND --122.39,40.58,44.0,1625.0,392.0,944.0,347.0,1.5972,68900.0,INLAND --122.37,40.58,25.0,2054.0,495.0,835.0,475.0,2.1538,76900.0,INLAND --122.38,40.58,34.0,1262.0,267.0,520.0,259.0,1.6983,72600.0,INLAND --122.38,40.58,36.0,1808.0,384.0,807.0,383.0,1.8375,74800.0,INLAND --122.36,40.58,17.0,1220.0,275.0,800.0,261.0,1.9181,118800.0,INLAND --122.34,40.58,7.0,4843.0,992.0,2223.0,932.0,3.0549,101700.0,INLAND --122.35,40.57,22.0,589.0,97.0,338.0,107.0,3.2639,87500.0,INLAND --122.34,40.57,24.0,1610.0,307.0,748.0,307.0,2.6591,82800.0,INLAND --122.38,40.57,43.0,2251.0,542.0,1479.0,512.0,1.5676,58200.0,INLAND --122.38,40.56,23.0,2281.0,408.0,1164.0,420.0,3.5347,101200.0,INLAND --122.38,40.54,36.0,1216.0,240.0,647.0,228.0,2.6944,75300.0,INLAND --122.37,40.54,28.0,2213.0,390.0,1096.0,378.0,3.6923,86900.0,INLAND --122.4,40.58,40.0,3895.0,929.0,1782.0,910.0,1.3329,78200.0,INLAND --122.41,40.58,35.0,2072.0,385.0,1029.0,375.0,2.8512,75600.0,INLAND --122.4,40.58,43.0,1455.0,300.0,747.0,279.0,2.7857,104200.0,INLAND --122.39,40.57,38.0,855.0,172.0,468.0,150.0,1.4091,84400.0,INLAND --122.42,40.59,24.0,5045.0,972.0,2220.0,979.0,2.6792,138900.0,INLAND --122.45,40.61,17.0,785.0,155.0,417.0,136.0,2.3289,58200.0,INLAND --122.45,40.56,17.0,1712.0,307.0,963.0,329.0,3.9375,148700.0,INLAND --122.42,40.57,10.0,7949.0,1309.0,3176.0,1163.0,4.1099,120100.0,INLAND --122.4,40.57,23.0,1321.0,259.0,749.0,222.0,1.655,90100.0,INLAND --122.4,40.62,9.0,4794.0,889.0,2162.0,865.0,3.1439,103100.0,INLAND --122.42,40.6,5.0,2614.0,433.0,1275.0,411.0,3.4464,122900.0,INLAND --122.39,40.6,22.0,2195.0,489.0,1021.0,460.0,1.4125,66500.0,INLAND --122.38,40.61,14.0,4773.0,1133.0,2101.0,1072.0,1.7227,105000.0,INLAND --122.37,40.6,7.0,5178.0,1336.0,2557.0,1283.0,2.4079,111400.0,INLAND --122.39,40.64,13.0,3604.0,704.0,1598.0,670.0,2.4141,78700.0,INLAND --122.36,40.62,11.0,3896.0,886.0,1902.0,843.0,2.2905,94200.0,INLAND --122.34,40.63,10.0,2183.0,369.0,1061.0,325.0,3.6853,151600.0,INLAND --122.33,40.6,5.0,6383.0,1206.0,2965.0,1141.0,3.8103,111100.0,INLAND --122.32,40.58,2.0,1937.0,350.0,756.0,274.0,3.0,114200.0,INLAND --122.3,40.58,19.0,1043.0,204.0,505.0,183.0,1.6033,98800.0,INLAND --122.36,40.56,20.0,3592.0,868.0,1865.0,781.0,2.0258,64800.0,INLAND --122.37,40.55,26.0,1435.0,234.0,544.0,232.0,2.6705,136700.0,INLAND --122.36,40.55,21.0,2500.0,466.0,1428.0,502.0,2.6513,113300.0,INLAND --122.46,40.52,13.0,2085.0,322.0,1077.0,333.0,5.2149,146500.0,INLAND --122.41,40.55,19.0,3753.0,761.0,1952.0,738.0,3.0954,86500.0,INLAND --122.41,40.53,28.0,1127.0,245.0,538.0,208.0,2.037,72000.0,INLAND --122.39,40.53,28.0,1427.0,304.0,692.0,285.0,2.125,80800.0,INLAND --122.39,40.52,24.0,2068.0,346.0,951.0,332.0,3.9306,85900.0,INLAND --122.4,40.51,20.0,1750.0,352.0,834.0,340.0,2.485,100600.0,INLAND --122.37,40.52,18.0,4547.0,774.0,2269.0,766.0,3.7896,98100.0,INLAND --122.35,40.56,16.0,2801.0,614.0,1695.0,563.0,1.9,81600.0,INLAND --122.35,40.56,12.0,3900.0,863.0,2145.0,864.0,1.9881,85200.0,INLAND --122.35,40.54,17.0,2280.0,453.0,976.0,434.0,2.71,97800.0,INLAND --122.36,40.57,31.0,431.0,90.0,231.0,78.0,2.184,77300.0,INLAND --122.35,40.57,18.0,2226.0,490.0,859.0,451.0,1.6821,69400.0,INLAND --122.34,40.57,26.0,2187.0,472.0,1339.0,463.0,2.0395,67900.0,INLAND --122.33,40.57,16.0,2777.0,503.0,1432.0,500.0,2.5592,75900.0,INLAND --122.32,40.57,15.0,2524.0,449.0,1374.0,467.0,3.3816,93800.0,INLAND --122.31,40.55,11.0,13714.0,2302.0,6511.0,2267.0,3.5522,100100.0,INLAND --122.34,40.51,16.0,2247.0,502.0,1206.0,463.0,1.9946,119200.0,INLAND --122.33,40.52,23.0,2801.0,507.0,1318.0,454.0,3.5081,116700.0,INLAND --122.31,40.49,18.0,4026.0,718.0,1731.0,705.0,3.35,118400.0,INLAND --122.28,40.5,21.0,2405.0,476.0,1197.0,412.0,2.6488,83100.0,INLAND --122.4,40.71,22.0,2390.0,484.0,1131.0,452.0,2.1458,84700.0,INLAND --122.43,40.66,15.0,2532.0,458.0,1183.0,450.0,2.5417,92200.0,INLAND --122.42,40.63,23.0,2248.0,489.0,1132.0,444.0,1.6429,80400.0,INLAND --122.38,40.69,21.0,1774.0,370.0,875.0,354.0,1.7422,61500.0,INLAND --122.36,40.69,32.0,3611.0,772.0,2060.0,759.0,1.7427,60600.0,INLAND --122.35,40.68,36.0,1822.0,449.0,930.0,399.0,1.3801,56600.0,INLAND --122.36,40.68,28.0,1745.0,379.0,1011.0,370.0,2.0391,59800.0,INLAND --122.38,40.67,10.0,2281.0,444.0,1274.0,438.0,2.212,65600.0,INLAND --122.36,40.66,17.0,2786.0,559.0,1528.0,517.0,2.0119,75800.0,INLAND --122.31,40.65,11.0,3664.0,647.0,1686.0,613.0,2.9338,141600.0,INLAND --122.25,40.6,16.0,2753.0,494.0,1414.0,459.0,3.8323,128300.0,INLAND --122.23,40.63,16.0,1141.0,220.0,563.0,200.0,2.3287,130700.0,INLAND --122.25,40.66,15.0,2771.0,546.0,1423.0,505.0,3.6413,108500.0,INLAND --122.32,40.71,18.0,2879.0,578.0,1399.0,586.0,2.4036,105400.0,INLAND --122.31,40.75,18.0,1411.0,330.0,494.0,227.0,1.4911,75800.0,INLAND --122.27,40.53,17.0,2255.0,416.0,1171.0,411.0,2.875,129800.0,INLAND --122.26,40.58,14.0,2539.0,466.0,1271.0,438.0,3.9762,138500.0,INLAND --122.23,40.57,18.0,1633.0,243.0,750.0,252.0,5.1585,150800.0,INLAND --122.24,40.51,23.0,2216.0,378.0,1006.0,338.0,4.559,116800.0,INLAND --122.31,40.45,10.0,1187.0,236.0,728.0,248.0,2.0469,66800.0,INLAND --122.31,40.45,25.0,2596.0,557.0,1536.0,549.0,2.0221,60400.0,INLAND --122.29,40.44,30.0,1270.0,365.0,840.0,324.0,1.3904,48100.0,INLAND --122.29,40.43,21.0,2842.0,640.0,1658.0,608.0,1.9943,59800.0,INLAND --122.29,40.47,20.0,2858.0,612.0,1422.0,589.0,1.9657,63000.0,INLAND --122.31,40.47,26.0,2723.0,551.0,1326.0,547.0,2.3594,66000.0,INLAND --122.3,40.45,32.0,1286.0,271.0,694.0,236.0,1.6579,68500.0,INLAND --122.27,40.46,14.0,2633.0,530.0,1324.0,513.0,2.2768,78600.0,INLAND --122.24,40.45,27.0,1804.0,321.0,782.0,300.0,3.5978,80600.0,INLAND --122.25,40.42,17.0,1429.0,265.0,692.0,245.0,2.8611,98700.0,INLAND --122.23,40.4,18.0,2102.0,377.0,1059.0,384.0,3.0556,95500.0,INLAND --122.27,40.39,26.0,1833.0,422.0,939.0,408.0,1.3571,59000.0,INLAND --122.29,40.39,17.0,1682.0,332.0,887.0,316.0,1.8438,76400.0,INLAND --122.33,40.48,26.0,695.0,126.0,319.0,124.0,3.2788,101600.0,INLAND --122.33,40.47,30.0,2502.0,523.0,1296.0,481.0,2.125,66100.0,INLAND --122.36,40.48,21.0,2333.0,514.0,1308.0,509.0,2.0899,74800.0,INLAND --122.37,40.45,18.0,1748.0,337.0,921.0,327.0,3.3315,85400.0,INLAND --122.42,40.44,16.0,994.0,,495.0,181.0,2.1875,76400.0,INLAND --122.43,40.47,16.0,3552.0,704.0,1801.0,658.0,2.1496,97700.0,INLAND --122.45,40.46,16.0,2734.0,501.0,1413.0,484.0,2.8085,105700.0,INLAND --122.37,40.39,12.0,3783.0,702.0,1970.0,639.0,3.3005,98500.0,INLAND --122.32,40.42,17.0,3019.0,578.0,1538.0,545.0,2.793,76500.0,INLAND --122.56,40.75,20.0,1182.0,250.0,512.0,210.0,1.7935,74500.0,INLAND --122.57,40.61,27.0,1540.0,315.0,883.0,321.0,2.8036,93400.0,INLAND --122.66,40.52,13.0,3013.0,486.0,1361.0,515.0,4.5357,171200.0,INLAND --122.76,40.4,22.0,2153.0,461.0,903.0,314.0,2.125,123200.0,INLAND --122.34,41.06,33.0,2149.0,498.0,631.0,273.0,1.8816,65800.0,INLAND --122.31,40.89,18.0,754.0,161.0,247.0,107.0,2.2583,78800.0,INLAND --122.45,40.85,20.0,2701.0,573.0,892.0,358.0,2.7736,107800.0,INLAND --122.07,40.95,14.0,2721.0,627.0,1356.0,468.0,3.0299,73200.0,INLAND --121.89,40.97,26.0,1183.0,276.0,513.0,206.0,2.225,52000.0,INLAND --121.86,40.77,17.0,2816.0,639.0,1027.0,406.0,2.503,65600.0,INLAND --121.83,40.69,14.0,821.0,170.0,477.0,129.0,3.15,87500.0,INLAND --122.08,40.64,14.0,3099.0,519.0,1447.0,494.0,4.0132,141200.0,INLAND --122.06,40.55,17.0,3057.0,577.0,1497.0,556.0,3.5189,101000.0,INLAND --121.92,40.52,13.0,4581.0,881.0,1799.0,734.0,2.2993,99500.0,INLAND --121.67,40.61,8.0,2411.0,463.0,786.0,297.0,2.1513,80400.0,INLAND --121.55,40.48,14.0,2413.0,524.0,805.0,329.0,2.7857,77400.0,INLAND --121.64,40.9,24.0,2237.0,434.0,834.0,318.0,1.7538,90300.0,INLAND --121.67,40.87,31.0,1581.0,299.0,776.0,287.0,2.9063,77800.0,INLAND --121.65,40.88,15.0,2909.0,549.0,1537.0,522.0,3.0179,61300.0,INLAND --121.67,40.89,17.0,2548.0,537.0,1118.0,461.0,2.267,57800.0,INLAND --121.63,40.92,23.0,1922.0,411.0,872.0,350.0,2.2337,64500.0,INLAND --121.41,40.82,16.0,2668.0,516.0,915.0,362.0,2.3393,90300.0,INLAND --121.47,41.12,22.0,2737.0,512.0,1168.0,442.0,2.83,88700.0,INLAND --121.45,41.04,33.0,2029.0,378.0,936.0,343.0,2.67,77500.0,INLAND --120.08,39.61,32.0,1404.0,247.0,544.0,201.0,2.7778,72900.0,INLAND --120.23,39.56,14.0,1781.0,346.0,734.0,287.0,2.46,93000.0,INLAND --120.48,39.66,32.0,1516.0,289.0,304.0,131.0,1.8839,71000.0,INLAND --120.24,39.67,40.0,690.0,129.0,305.0,110.0,2.3625,62500.0,INLAND --120.73,39.63,17.0,1791.0,356.0,432.0,190.0,3.8826,92400.0,INLAND --120.24,39.67,52.0,296.0,63.0,143.0,56.0,3.625,68600.0,INLAND --120.92,39.56,48.0,1276.0,292.0,358.0,145.0,1.875,66600.0,INLAND --120.51,39.52,26.0,2286.0,444.0,498.0,216.0,2.065,96100.0,INLAND --121.62,41.78,40.0,3272.0,663.0,1467.0,553.0,1.7885,43500.0,INLAND --121.93,41.86,28.0,4225.0,835.0,1908.0,686.0,1.74,44000.0,INLAND --122.33,41.86,19.0,3599.0,695.0,1572.0,601.0,2.234,58600.0,INLAND --122.53,41.81,21.0,2400.0,485.0,1109.0,443.0,1.7639,55400.0,INLAND --122.26,41.66,17.0,1885.0,350.0,953.0,328.0,2.1607,61400.0,INLAND --122.64,41.95,18.0,1867.0,424.0,802.0,314.0,1.8242,53500.0,INLAND --123.26,41.86,25.0,2344.0,532.0,1117.0,424.0,2.7222,64600.0,INLAND --123.38,41.8,25.0,1941.0,477.0,1000.0,390.0,2.2976,54400.0,INLAND --123.41,41.6,23.0,1654.0,369.0,669.0,273.0,1.965,65400.0,INLAND --122.92,41.7,23.0,4017.0,792.0,1634.0,619.0,2.3571,62000.0,INLAND --122.56,41.69,21.0,2010.0,360.0,947.0,306.0,2.4107,70100.0,INLAND --122.61,41.74,15.0,4206.0,922.0,1863.0,869.0,2.0591,55700.0,INLAND --122.64,41.74,33.0,2644.0,459.0,1113.0,483.0,3.3095,81300.0,INLAND --122.64,41.73,36.0,3319.0,664.0,1492.0,631.0,1.8694,71200.0,INLAND --122.64,41.73,50.0,1525.0,308.0,661.0,285.0,2.2206,63200.0,INLAND --122.65,41.72,15.0,3643.0,801.0,1784.0,743.0,1.8533,57500.0,INLAND --122.73,41.76,19.0,2200.0,414.0,950.0,367.0,2.5357,94200.0,INLAND --122.64,41.63,19.0,2722.0,479.0,1108.0,430.0,3.1062,100000.0,INLAND --122.56,41.53,29.0,1729.0,355.0,848.0,328.0,2.2024,60900.0,INLAND --122.93,41.48,20.0,4288.0,789.0,1800.0,660.0,2.723,79600.0,INLAND --122.9,41.46,31.0,1277.0,263.0,600.0,241.0,1.7292,61700.0,INLAND --123.08,41.26,34.0,2773.0,679.0,1066.0,424.0,1.6757,63300.0,INLAND --122.38,41.54,14.0,4453.0,797.0,1817.0,685.0,2.7468,81100.0,INLAND --122.49,41.43,19.0,3689.0,644.0,1544.0,566.0,3.125,76100.0,INLAND --122.38,41.43,45.0,2245.0,448.0,1155.0,421.0,1.6509,46200.0,INLAND --122.37,41.41,28.0,1729.0,419.0,929.0,370.0,1.27,53100.0,INLAND --122.39,41.41,23.0,910.0,199.0,370.0,169.0,1.7448,80100.0,INLAND --122.32,41.31,45.0,1393.0,294.0,521.0,249.0,1.1915,71900.0,INLAND --122.3,41.32,13.0,2300.0,513.0,1151.0,488.0,2.1571,81500.0,INLAND --122.3,41.31,29.0,4059.0,787.0,1700.0,702.0,2.4526,97100.0,INLAND --122.28,41.38,15.0,5266.0,1031.0,2147.0,885.0,2.8036,110100.0,INLAND --122.45,41.28,15.0,2740.0,503.0,1188.0,445.0,3.4519,128800.0,INLAND --122.34,41.21,26.0,178.0,40.0,55.0,25.0,2.0375,57500.0,INLAND --122.27,41.23,40.0,1958.0,386.0,725.0,331.0,2.1898,65500.0,INLAND --122.27,41.2,52.0,4513.0,985.0,1926.0,815.0,1.5923,56000.0,INLAND --121.76,41.5,31.0,602.0,153.0,112.0,47.0,1.0667,34200.0,INLAND --122.09,41.32,52.0,4019.0,824.0,1728.0,706.0,2.2462,62900.0,INLAND --122.22,38.12,15.0,14125.0,2344.0,6456.0,2147.0,5.1014,179500.0,NEAR BAY --122.19,38.13,5.0,7854.0,1446.0,4361.0,1395.0,4.9504,214800.0,NEAR BAY --122.21,38.11,31.0,2766.0,604.0,1441.0,552.0,3.1768,131000.0,NEAR BAY --122.21,38.11,35.0,2122.0,400.0,1189.0,408.0,3.0962,124600.0,NEAR BAY --122.21,38.1,36.0,3018.0,557.0,1445.0,556.0,3.8029,129900.0,NEAR BAY --122.22,38.11,43.0,1939.0,353.0,968.0,392.0,3.1848,112700.0,NEAR BAY --122.22,38.1,38.0,931.0,181.0,566.0,207.0,3.0221,93300.0,NEAR BAY --122.22,38.1,40.0,2549.0,478.0,1275.0,494.0,2.9469,111600.0,NEAR BAY --122.22,38.1,44.0,2256.0,451.0,1057.0,426.0,3.1204,110800.0,NEAR BAY --122.22,38.1,44.0,3013.0,563.0,1353.0,512.0,3.4559,111900.0,NEAR BAY --122.22,38.09,47.0,2161.0,440.0,966.0,360.0,2.2734,88700.0,NEAR BAY --122.21,38.09,37.0,4368.0,779.0,2083.0,741.0,3.8667,127000.0,NEAR BAY --122.2,38.09,18.0,6860.0,1079.0,3205.0,1058.0,5.2957,171900.0,NEAR BAY --122.22,38.08,37.0,2811.0,,1574.0,516.0,3.1053,96700.0,NEAR BAY --122.22,38.08,37.0,4590.0,857.0,2920.0,832.0,3.436,94800.0,NEAR BAY --122.22,38.07,4.0,15654.0,2394.0,7025.0,2168.0,5.8171,225200.0,NEAR BAY --122.25,38.09,48.0,833.0,188.0,652.0,165.0,2.2417,87900.0,NEAR BAY --122.23,38.09,26.0,4397.0,997.0,2539.0,965.0,2.4875,90000.0,NEAR BAY --122.24,38.07,13.0,5451.0,1194.0,2957.0,1081.0,2.6098,162500.0,NEAR BAY --122.26,38.1,24.0,1213.0,395.0,699.0,386.0,1.3007,94600.0,NEAR BAY --122.26,38.1,30.0,3317.0,1058.0,1794.0,990.0,1.1835,133300.0,NEAR BAY --122.25,38.1,52.0,248.0,86.0,173.0,69.0,2.3,109400.0,NEAR BAY --122.25,38.1,52.0,1780.0,373.0,824.0,317.0,2.75,109900.0,NEAR BAY --122.25,38.1,52.0,2315.0,556.0,1113.0,486.0,2.5042,147900.0,NEAR BAY --122.25,38.1,52.0,1591.0,372.0,817.0,357.0,2.1411,97200.0,NEAR BAY --122.23,38.1,46.0,4143.0,895.0,2240.0,847.0,2.4201,92800.0,NEAR BAY --122.24,38.1,49.0,1851.0,356.0,849.0,307.0,2.9432,103500.0,NEAR BAY --122.24,38.11,52.0,2050.0,492.0,1277.0,463.0,3.0507,107300.0,NEAR BAY --122.24,38.11,42.0,1743.0,388.0,889.0,341.0,2.3241,99200.0,NEAR BAY --122.23,38.1,47.0,1303.0,278.0,694.0,269.0,2.5969,92800.0,NEAR BAY --122.23,38.12,49.0,2715.0,435.0,1006.0,429.0,4.2308,145800.0,NEAR BAY --122.23,38.11,47.0,3007.0,524.0,1152.0,486.0,4.0,141500.0,NEAR BAY --122.24,38.11,52.0,2111.0,310.0,772.0,323.0,4.775,148200.0,NEAR BAY --122.23,38.13,29.0,5154.0,1084.0,2459.0,1019.0,3.2664,142900.0,NEAR BAY --122.24,38.13,37.0,3223.0,564.0,1325.0,539.0,4.0938,126900.0,NEAR BAY --122.24,38.12,39.0,2967.0,500.0,1243.0,523.0,4.2902,152400.0,NEAR BAY --122.24,38.12,42.0,1625.0,255.0,578.0,243.0,4.0114,166900.0,NEAR BAY --122.25,38.12,47.0,1339.0,298.0,794.0,286.0,2.5865,109800.0,NEAR BAY --122.25,38.11,49.0,2365.0,504.0,1131.0,458.0,2.6133,103100.0,NEAR BAY --122.25,38.11,52.0,2846.0,705.0,1519.0,620.0,2.1976,97900.0,NEAR BAY --122.26,38.11,52.0,793.0,216.0,505.0,194.0,1.9667,93800.0,NEAR BAY --122.26,38.11,52.0,1560.0,353.0,670.0,287.0,1.7411,98400.0,NEAR BAY --122.26,38.11,52.0,2573.0,639.0,1238.0,529.0,2.6708,109700.0,NEAR BAY --122.26,38.12,28.0,3102.0,734.0,1623.0,639.0,3.1025,103700.0,NEAR BAY --122.27,38.12,45.0,4423.0,1001.0,2109.0,874.0,2.6937,111800.0,NEAR BAY --122.27,38.12,42.0,5266.0,1167.0,3124.0,1025.0,2.7375,120000.0,NEAR BAY --122.26,38.15,26.0,3699.0,671.0,2388.0,699.0,4.0515,121900.0,NEAR BAY --122.26,38.14,34.0,963.0,159.0,392.0,176.0,4.0156,134700.0,NEAR BAY --122.26,38.15,16.0,3921.0,727.0,2830.0,680.0,4.5053,123700.0,NEAR BAY --122.32,38.12,12.0,5382.0,928.0,3928.0,921.0,5.3785,150600.0,NEAR BAY --122.26,38.13,28.0,3072.0,790.0,1375.0,705.0,1.6368,91200.0,NEAR BAY --122.24,38.14,15.0,8479.0,1759.0,5008.0,1646.0,3.724,131600.0,NEAR BAY --122.24,38.15,10.0,6817.0,1188.0,4163.0,1135.0,4.4529,144100.0,NEAR BAY --122.25,38.15,24.0,2917.0,543.0,1878.0,531.0,3.7014,123600.0,NEAR BAY --122.22,38.15,7.0,5129.0,,2824.0,738.0,5.5138,171100.0,NEAR BAY --122.23,38.15,33.0,1253.0,238.0,753.0,236.0,1.756,86400.0,NEAR BAY --122.23,38.14,36.0,1412.0,260.0,792.0,268.0,2.3056,90400.0,NEAR BAY --122.15,38.04,14.0,2804.0,587.0,1083.0,573.0,2.6466,168500.0,NEAR BAY --122.16,38.05,52.0,1888.0,457.0,830.0,408.0,3.1373,185100.0,NEAR BAY --122.16,38.05,34.0,2434.0,428.0,926.0,423.0,4.6776,208300.0,NEAR BAY --122.19,38.07,20.0,3000.0,525.0,1207.0,491.0,4.6406,217500.0,NEAR BAY --122.18,38.07,10.0,4976.0,849.0,2089.0,803.0,5.3288,201800.0,NEAR BAY --122.17,38.07,15.0,2125.0,278.0,857.0,272.0,6.4599,219700.0,NEAR BAY --122.16,38.07,14.0,6360.0,1236.0,2876.0,1127.0,4.5321,190300.0,NEAR BAY --122.17,38.06,16.0,3515.0,626.0,1764.0,626.0,4.4397,187100.0,NEAR BAY --122.15,38.06,10.0,3008.0,532.0,1381.0,522.0,5.3661,195800.0,NEAR BAY --122.17,38.08,7.0,18392.0,2782.0,8276.0,2742.0,6.4232,229200.0,NEAR BAY --122.2,38.1,5.0,9567.0,1729.0,4620.0,1580.0,4.4821,210000.0,NEAR BAY --122.19,38.09,8.0,614.0,118.0,278.0,115.0,6.3735,166300.0,NEAR BAY --122.14,38.05,27.0,3794.0,772.0,1756.0,724.0,3.2891,150600.0,NEAR BAY --122.14,38.07,31.0,3401.0,616.0,1750.0,602.0,4.6761,143100.0,NEAR BAY --122.11,38.09,11.0,673.0,145.0,318.0,137.0,2.3929,122500.0,NEAR BAY --122.13,38.26,40.0,1538.0,255.0,669.0,263.0,3.3281,170200.0,NEAR BAY --122.15,38.29,17.0,1625.0,239.0,703.0,224.0,6.5891,328800.0,NEAR BAY --122.18,38.29,18.0,1953.0,265.0,658.0,270.0,8.0113,393000.0,NEAR BAY --122.18,38.23,21.0,2475.0,341.0,812.0,308.0,7.2589,320400.0,NEAR BAY --122.14,38.16,4.0,3273.0,495.0,1497.0,454.0,5.3345,176100.0,NEAR BAY --122.18,38.17,7.0,4093.0,651.0,2228.0,646.0,5.2523,161300.0,NEAR BAY --122.07,38.26,15.0,1173.0,146.0,450.0,154.0,6.0487,197700.0,INLAND --122.1,38.24,13.0,7367.0,1042.0,3193.0,983.0,5.3102,195000.0,NEAR BAY --122.06,38.27,14.0,6920.0,996.0,3196.0,978.0,5.0672,171300.0,INLAND --122.07,38.27,8.0,6761.0,1234.0,3237.0,1177.0,4.3586,173400.0,INLAND --122.08,38.3,2.0,6718.0,858.0,2012.0,654.0,6.8872,305200.0,INLAND --122.04,38.28,12.0,3861.0,795.0,2129.0,806.0,3.676,135000.0,INLAND --122.04,38.28,25.0,3304.0,493.0,1464.0,488.0,5.2527,130600.0,INLAND --122.03,38.28,15.0,5114.0,833.0,2418.0,778.0,4.4882,144000.0,INLAND --122.03,38.3,5.0,1569.0,199.0,713.0,209.0,6.6779,223900.0,INLAND --122.0,38.28,3.0,7030.0,1191.0,3238.0,1055.0,4.962,161700.0,INLAND --121.98,38.29,4.0,8778.0,1291.0,4010.0,1188.0,5.4399,187100.0,INLAND --121.99,38.15,36.0,263.0,73.0,88.0,42.0,2.5313,162500.0,INLAND --122.05,38.26,32.0,1070.0,199.0,631.0,195.0,2.6827,98900.0,INLAND --122.05,38.25,37.0,1336.0,251.0,680.0,231.0,3.815,99000.0,INLAND --122.06,38.25,36.0,1818.0,323.0,953.0,298.0,3.3153,99000.0,INLAND --122.06,38.25,34.0,1562.0,289.0,898.0,307.0,3.3598,107200.0,INLAND --122.06,38.26,36.0,1248.0,221.0,672.0,222.0,3.3839,105900.0,INLAND --122.07,38.24,15.0,7937.0,1635.0,4390.0,1567.0,3.5464,129800.0,INLAND --122.04,38.25,38.0,1214.0,244.0,632.0,254.0,2.8438,94200.0,INLAND --122.05,38.25,39.0,199.0,36.0,101.0,38.0,6.2299,105400.0,INLAND --122.04,38.26,34.0,3082.0,702.0,1795.0,703.0,2.7885,105900.0,INLAND --122.04,38.25,37.0,1176.0,291.0,648.0,271.0,2.7167,92200.0,INLAND --122.04,38.25,32.0,1203.0,287.0,571.0,255.0,3.0938,110400.0,INLAND --122.04,38.25,52.0,582.0,131.0,241.0,106.0,2.4,125000.0,INLAND --122.05,38.26,21.0,7195.0,1416.0,3927.0,1377.0,3.0912,126300.0,INLAND --122.04,38.27,16.0,8517.0,1910.0,4508.0,1837.0,3.1853,129600.0,INLAND --122.03,38.27,24.0,3580.0,735.0,1959.0,731.0,2.7284,118500.0,INLAND --122.03,38.26,25.0,4617.0,1046.0,2685.0,1011.0,2.9576,108500.0,INLAND --122.02,38.26,27.0,3440.0,787.0,2085.0,748.0,2.5896,104700.0,INLAND --122.03,38.25,35.0,1940.0,384.0,1177.0,403.0,3.1389,101100.0,INLAND --122.02,38.27,20.0,2237.0,464.0,1169.0,425.0,3.2115,99100.0,INLAND --122.02,38.26,20.0,3899.0,763.0,2198.0,779.0,3.2061,120400.0,INLAND --122.01,38.27,17.0,9089.0,1542.0,4758.0,1520.0,4.0619,126600.0,INLAND --122.02,38.26,8.0,2894.0,602.0,1566.0,572.0,3.6335,131600.0,INLAND --122.0,38.23,1.0,2062.0,343.0,872.0,268.0,5.2636,191300.0,INLAND --122.03,38.24,16.0,1104.0,164.0,495.0,156.0,5.4074,157700.0,INLAND --122.04,38.24,22.0,2761.0,757.0,2612.0,641.0,1.6875,87500.0,INLAND --122.04,38.24,30.0,2081.0,456.0,1005.0,438.0,1.9954,92900.0,INLAND --122.03,38.25,13.0,3334.0,541.0,1923.0,538.0,4.0905,134800.0,INLAND --122.01,38.25,11.0,6550.0,1149.0,3570.0,1123.0,3.8583,137900.0,INLAND --122.01,38.25,16.0,1081.0,181.0,792.0,184.0,4.6779,131300.0,INLAND --122.02,38.25,10.0,2237.0,454.0,1255.0,429.0,3.1176,126500.0,INLAND --122.0,38.25,7.0,11768.0,1893.0,6657.0,1874.0,4.9222,142900.0,INLAND --121.98,38.25,4.0,2487.0,440.0,1545.0,452.0,4.9103,140400.0,INLAND --122.01,38.26,12.0,4132.0,710.0,2087.0,633.0,4.5987,139700.0,INLAND --121.99,38.27,16.0,4138.0,758.0,1762.0,723.0,3.1979,137500.0,INLAND --121.99,38.26,18.0,921.0,126.0,368.0,120.0,6.0842,261100.0,INLAND --121.94,38.27,35.0,10869.0,2226.0,9879.0,2152.0,2.5681,81300.0,INLAND --121.94,38.37,17.0,7973.0,1591.0,2899.0,1502.0,2.8357,120100.0,INLAND --121.94,38.37,14.0,1156.0,216.0,574.0,227.0,3.2396,143800.0,INLAND --121.94,38.38,25.0,182.0,48.0,71.0,52.0,1.0208,78600.0,INLAND --121.94,38.36,2.0,4953.0,735.0,1791.0,562.0,5.0346,205100.0,INLAND --121.99,38.48,17.0,1824.0,348.0,934.0,305.0,4.6719,250000.0,INLAND --122.01,38.44,12.0,2344.0,354.0,1035.0,321.0,4.9773,281200.0,INLAND --122.0,38.41,11.0,2838.0,429.0,1331.0,426.0,4.945,298400.0,INLAND --122.07,38.41,17.0,3053.0,595.0,1434.0,557.0,3.4741,245800.0,INLAND --121.95,38.43,19.0,3011.0,551.0,1665.0,535.0,5.1534,232800.0,INLAND --121.94,38.41,15.0,1263.0,211.0,665.0,208.0,4.5,260900.0,INLAND --121.92,38.37,26.0,2056.0,413.0,933.0,367.0,2.7051,193800.0,INLAND --121.96,38.34,15.0,2857.0,373.0,1325.0,359.0,6.0252,151700.0,INLAND --121.96,38.34,14.0,3035.0,680.0,1597.0,663.0,3.6036,143500.0,INLAND --121.95,38.35,16.0,2084.0,292.0,1099.0,292.0,5.8269,150200.0,INLAND --121.94,38.35,8.0,3157.0,559.0,1758.0,569.0,4.412,140100.0,INLAND --121.92,38.34,2.0,7747.0,1133.0,3481.0,1083.0,6.1112,181000.0,INLAND --121.95,38.34,9.0,4999.0,874.0,2687.0,817.0,4.2324,142100.0,INLAND --121.96,38.33,3.0,7985.0,1257.0,3664.0,1215.0,4.976,158300.0,INLAND --121.96,38.32,12.0,5127.0,998.0,2749.0,976.0,4.0458,130600.0,INLAND --121.93,38.31,25.0,185.0,32.0,85.0,32.0,4.875,250000.0,INLAND --121.98,38.32,45.0,19.0,5.0,7460.0,6.0,10.2264,137500.0,INLAND --121.98,38.36,33.0,1083.0,217.0,562.0,203.0,2.433,101700.0,INLAND --121.99,38.35,45.0,1778.0,339.0,839.0,319.0,2.4659,102900.0,INLAND --122.0,38.35,38.0,1918.0,364.0,745.0,348.0,2.5707,126000.0,INLAND --122.0,38.35,34.0,1084.0,187.0,561.0,198.0,4.2115,118900.0,INLAND --122.0,38.35,24.0,745.0,116.0,300.0,115.0,3.6176,158500.0,INLAND --122.01,38.35,18.0,4486.0,723.0,1600.0,697.0,3.8651,189700.0,INLAND --122.01,38.36,15.0,476.0,67.0,213.0,73.0,7.1053,315200.0,INLAND --121.98,38.36,30.0,140.0,35.0,103.0,35.0,4.163,112500.0,INLAND --121.97,38.35,17.0,5678.0,1116.0,3182.0,1135.0,3.7388,122000.0,INLAND --121.97,38.34,11.0,1500.0,319.0,899.0,304.0,4.5568,127200.0,INLAND --121.96,38.35,20.0,1415.0,266.0,667.0,250.0,4.0938,117300.0,INLAND --121.96,38.34,7.0,3292.0,698.0,1911.0,702.0,3.89,140300.0,INLAND --121.96,38.36,11.0,3208.0,790.0,1772.0,694.0,2.7434,218800.0,INLAND --121.98,38.35,16.0,1697.0,267.0,832.0,277.0,4.4375,132600.0,INLAND --121.98,38.34,13.0,3616.0,672.0,2022.0,652.0,4.0536,134800.0,INLAND --121.97,38.34,16.0,2331.0,450.0,1074.0,400.0,4.0329,126800.0,INLAND --121.98,38.34,18.0,3876.0,916.0,2386.0,867.0,2.5938,129500.0,INLAND --121.99,38.34,16.0,1470.0,261.0,748.0,256.0,4.0433,132200.0,INLAND --121.99,38.34,13.0,3252.0,610.0,1915.0,631.0,4.2137,151700.0,INLAND --122.0,38.35,34.0,432.0,65.0,208.0,71.0,5.5435,136000.0,INLAND --122.0,38.38,16.0,2509.0,366.0,1043.0,339.0,6.0704,173400.0,INLAND --122.01,38.37,16.0,3996.0,550.0,1673.0,539.0,5.778,175700.0,INLAND --122.01,38.36,28.0,1967.0,315.0,734.0,291.0,4.9583,146200.0,INLAND --122.02,38.38,16.0,808.0,137.0,371.0,145.0,6.0767,216400.0,INLAND --122.02,38.37,16.0,2495.0,331.0,1118.0,338.0,6.4894,198000.0,INLAND --122.01,38.36,15.0,1176.0,166.0,485.0,171.0,5.9441,228200.0,INLAND --121.98,38.39,3.0,9488.0,1417.0,4095.0,1335.0,5.1781,191900.0,INLAND --121.98,38.37,21.0,3027.0,675.0,2018.0,642.0,2.8438,111500.0,INLAND --121.98,38.36,24.0,2434.0,630.0,1538.0,574.0,2.1067,101100.0,INLAND --122.0,38.37,18.0,1048.0,185.0,469.0,162.0,3.625,125000.0,INLAND --121.99,38.36,35.0,2728.0,451.0,1290.0,452.0,3.2768,117600.0,INLAND --122.0,38.36,34.0,2735.0,539.0,1390.0,491.0,2.7262,118800.0,INLAND --121.99,38.36,33.0,146.0,31.0,75.0,31.0,3.5179,84400.0,INLAND --122.0,38.36,34.0,1502.0,282.0,860.0,297.0,3.3438,135600.0,INLAND --121.82,38.36,26.0,1974.0,364.0,1002.0,362.0,3.3036,210000.0,INLAND --121.81,38.49,18.0,4518.0,827.0,2230.0,715.0,3.9309,178500.0,INLAND --121.76,38.41,19.0,686.0,107.0,348.0,109.0,3.9306,93800.0,INLAND --121.81,38.45,24.0,1951.0,341.0,1140.0,338.0,3.7061,128500.0,INLAND --121.82,38.46,10.0,6331.0,1181.0,3419.0,1110.0,3.7083,154800.0,INLAND --121.85,38.43,2.0,790.0,135.0,235.0,87.0,5.0862,166500.0,INLAND --121.83,38.45,15.0,5115.0,776.0,2540.0,794.0,4.8611,146400.0,INLAND --121.83,38.45,32.0,2139.0,440.0,1154.0,411.0,3.2672,107500.0,INLAND --121.83,38.45,36.0,839.0,158.0,446.0,167.0,2.3438,122700.0,INLAND --121.83,38.43,24.0,1307.0,314.0,917.0,291.0,2.2244,98100.0,INLAND --121.81,38.43,30.0,1674.0,297.0,756.0,292.0,3.9286,133100.0,INLAND --121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,212500.0,INLAND --121.69,38.16,33.0,1808.0,363.0,824.0,340.0,3.2937,96400.0,INLAND --121.69,38.16,46.0,2292.0,472.0,970.0,431.0,2.2888,94900.0,INLAND --121.73,38.13,40.0,1266.0,257.0,547.0,247.0,3.0288,164400.0,INLAND --121.74,38.15,22.0,1910.0,326.0,1001.0,345.0,4.8173,115800.0,INLAND --121.84,38.13,33.0,596.0,105.0,212.0,94.0,4.2813,81300.0,INLAND --122.42,38.27,25.0,3282.0,566.0,1244.0,483.0,4.5313,308400.0,NEAR BAY --122.49,38.22,33.0,1486.0,290.0,781.0,274.0,3.5647,251800.0,NEAR BAY --122.41,38.16,37.0,1549.0,,863.0,275.0,2.7457,254700.0,NEAR BAY --122.45,38.3,24.0,1946.0,400.0,718.0,380.0,3.5507,257900.0,NEAR BAY --122.47,38.3,15.0,4885.0,988.0,2175.0,924.0,3.4031,209500.0,<1H OCEAN --122.42,38.31,18.0,1479.0,246.0,550.0,217.0,4.7356,333300.0,NEAR BAY --122.44,38.34,25.0,3106.0,715.0,1262.0,665.0,1.9487,233500.0,<1H OCEAN --122.46,38.29,21.0,2423.0,560.0,1098.0,503.0,2.364,173300.0,NEAR BAY --122.46,38.29,35.0,1762.0,350.0,686.0,339.0,3.5982,271700.0,NEAR BAY --122.45,38.28,20.0,3306.0,503.0,1374.0,460.0,5.7984,297600.0,NEAR BAY --122.47,38.29,14.0,3732.0,846.0,1277.0,775.0,2.5658,208000.0,NEAR BAY --122.45,38.27,25.0,5024.0,881.0,1994.0,838.0,4.2237,262300.0,NEAR BAY --122.52,38.27,18.0,2405.0,390.0,872.0,367.0,5.2155,248300.0,<1H OCEAN --122.53,38.32,22.0,3577.0,,1371.0,501.0,5.795,332300.0,<1H OCEAN --122.49,38.32,30.0,1631.0,284.0,788.0,284.0,3.3098,195500.0,<1H OCEAN --122.49,38.31,27.0,3078.0,597.0,1411.0,586.0,3.25,195500.0,<1H OCEAN --122.49,38.3,14.0,2844.0,602.0,1613.0,544.0,3.3571,193600.0,<1H OCEAN --122.48,38.3,17.0,2703.0,550.0,1241.0,515.0,2.652,171300.0,<1H OCEAN --122.49,38.29,26.0,1726.0,289.0,672.0,251.0,3.8,242100.0,<1H OCEAN --122.49,38.27,8.0,5092.0,988.0,1657.0,936.0,3.5625,213200.0,NEAR BAY --122.47,38.34,15.0,2411.0,446.0,1144.0,407.0,4.3472,261000.0,<1H OCEAN --122.49,38.32,17.0,3308.0,720.0,1587.0,632.0,3.2727,176000.0,<1H OCEAN --122.48,38.32,31.0,1701.0,363.0,680.0,324.0,3.1375,192100.0,<1H OCEAN --122.48,38.31,29.0,2375.0,560.0,1124.0,502.0,2.3276,166200.0,<1H OCEAN --122.48,38.31,19.0,2398.0,521.0,1266.0,471.0,2.7727,186800.0,<1H OCEAN --122.48,38.32,42.0,2106.0,533.0,1141.0,445.0,3.1129,149300.0,<1H OCEAN --122.55,38.42,24.0,2220.0,411.0,894.0,365.0,4.2891,211700.0,<1H OCEAN --122.58,38.38,27.0,3800.0,728.0,1587.0,605.0,4.7237,306600.0,<1H OCEAN --122.5,38.4,36.0,1860.0,364.0,777.0,339.0,4.1307,295700.0,<1H OCEAN --122.5,38.35,25.0,1566.0,352.0,784.0,362.0,3.075,165100.0,<1H OCEAN --122.54,38.36,40.0,2725.0,531.0,1167.0,458.0,3.7969,202800.0,<1H OCEAN --122.61,38.24,25.0,2990.0,450.0,1335.0,434.0,4.7,190100.0,<1H OCEAN --122.61,38.24,17.0,1728.0,271.0,897.0,284.0,3.4896,185900.0,<1H OCEAN --122.61,38.23,18.0,2042.0,420.0,914.0,400.0,2.9871,193800.0,<1H OCEAN --122.62,38.24,19.0,1687.0,253.0,893.0,257.0,6.204,201800.0,<1H OCEAN --122.61,38.25,18.0,2915.0,418.0,1340.0,421.0,5.2452,204900.0,<1H OCEAN --122.6,38.24,16.0,1410.0,209.0,741.0,229.0,4.725,204500.0,<1H OCEAN --122.61,38.24,18.0,2933.0,481.0,1279.0,443.0,5.0849,188500.0,<1H OCEAN --122.6,38.24,16.0,2621.0,416.0,1247.0,386.0,4.8603,198400.0,<1H OCEAN --122.63,38.25,20.0,3460.0,602.0,1707.0,568.0,3.7115,181900.0,<1H OCEAN --122.62,38.24,33.0,1369.0,280.0,758.0,246.0,4.0341,156500.0,<1H OCEAN --122.62,38.25,33.0,1453.0,250.0,677.0,237.0,4.0962,170200.0,<1H OCEAN --122.61,38.26,17.0,2864.0,487.0,1482.0,547.0,4.6833,215200.0,<1H OCEAN --122.62,38.25,20.0,1888.0,411.0,826.0,396.0,2.875,189100.0,<1H OCEAN --122.62,38.25,24.0,2388.0,358.0,1187.0,362.0,4.6534,196500.0,<1H OCEAN --122.57,38.27,7.0,6508.0,1028.0,2902.0,1010.0,5.3707,250500.0,<1H OCEAN --122.51,38.17,8.0,5875.0,1115.0,2808.0,1029.0,3.6392,246300.0,NEAR BAY --122.65,38.27,9.0,4764.0,816.0,2077.0,755.0,5.1391,234500.0,<1H OCEAN --122.63,38.26,7.0,7808.0,1390.0,3551.0,1392.0,4.6069,202300.0,<1H OCEAN --122.66,38.27,16.0,1523.0,308.0,477.0,315.0,2.1696,75000.0,<1H OCEAN --122.63,38.24,45.0,1615.0,338.0,823.0,327.0,2.5179,145500.0,<1H OCEAN --122.63,38.23,45.0,2264.0,504.0,1076.0,472.0,3.0139,194100.0,<1H OCEAN --122.64,38.23,52.0,1075.0,249.0,519.0,210.0,3.0769,230900.0,<1H OCEAN --122.64,38.23,49.0,2300.0,463.0,1061.0,429.0,4.075,228800.0,<1H OCEAN --122.63,38.22,34.0,878.0,160.0,372.0,167.0,4.0417,232100.0,<1H OCEAN --122.63,38.22,17.0,2652.0,342.0,1199.0,350.0,5.565,267100.0,<1H OCEAN --122.63,38.21,22.0,2933.0,461.0,1283.0,449.0,6.2034,291100.0,<1H OCEAN --122.63,38.23,37.0,1966.0,348.0,875.0,381.0,4.0703,223800.0,<1H OCEAN --122.65,38.23,52.0,1735.0,347.0,712.0,343.0,3.1711,200800.0,<1H OCEAN --122.64,38.23,52.0,2156.0,469.0,1070.0,467.0,3.3011,252300.0,<1H OCEAN --122.65,38.23,52.0,1923.0,393.0,910.0,345.0,3.45,200600.0,<1H OCEAN --122.66,38.2,39.0,2889.0,517.0,1351.0,489.0,4.3056,251300.0,<1H OCEAN --122.64,38.24,52.0,1621.0,393.0,635.0,349.0,2.5202,244000.0,<1H OCEAN --122.64,38.24,40.0,1974.0,410.0,1039.0,398.0,3.7917,151600.0,<1H OCEAN --122.65,38.25,23.0,4030.0,,1852.0,778.0,3.402,193300.0,<1H OCEAN --122.65,38.24,24.0,1948.0,310.0,922.0,313.0,4.95,243600.0,<1H OCEAN --122.65,38.24,49.0,3273.0,579.0,1431.0,539.0,4.275,227600.0,<1H OCEAN --122.64,38.25,31.0,2554.0,515.0,1507.0,533.0,3.8,162600.0,<1H OCEAN --122.69,38.27,32.0,2344.0,434.0,1066.0,384.0,4.0313,285000.0,<1H OCEAN --122.67,38.25,32.0,1333.0,235.0,660.0,206.0,4.0729,288500.0,<1H OCEAN --122.68,38.25,29.0,1315.0,240.0,650.0,228.0,3.8269,306000.0,<1H OCEAN --122.67,38.24,29.0,2644.0,464.0,1372.0,450.0,5.0544,261800.0,<1H OCEAN --122.77,38.29,32.0,3201.0,542.0,1869.0,519.0,3.2442,268000.0,<1H OCEAN --122.73,38.26,35.0,3941.0,645.0,1668.0,620.0,4.385,317700.0,<1H OCEAN --122.7,38.23,47.0,2090.0,387.0,1053.0,377.0,3.5673,310300.0,<1H OCEAN --122.72,38.35,16.0,3049.0,609.0,1675.0,618.0,2.4117,162500.0,<1H OCEAN --122.72,38.31,26.0,1644.0,294.0,801.0,291.0,4.3906,248000.0,<1H OCEAN --122.67,38.31,28.0,1915.0,419.0,930.0,342.0,3.7875,292700.0,<1H OCEAN --122.69,38.3,30.0,3919.0,743.0,1693.0,693.0,3.3827,292100.0,<1H OCEAN --122.73,38.34,44.0,743.0,155.0,434.0,162.0,2.5819,209600.0,<1H OCEAN --122.69,38.32,16.0,3741.0,698.0,1938.0,658.0,4.6324,183600.0,<1H OCEAN --122.71,38.33,13.0,4011.0,936.0,2064.0,914.0,3.6953,157600.0,<1H OCEAN --122.7,38.31,14.0,3155.0,580.0,1208.0,501.0,4.1964,258100.0,<1H OCEAN --122.7,38.33,16.0,1244.0,242.0,696.0,236.0,3.6369,158700.0,<1H OCEAN --122.69,38.32,15.0,2536.0,414.0,1400.0,426.0,5.6613,172400.0,<1H OCEAN --122.69,38.34,23.0,2846.0,516.0,1526.0,492.0,3.733,163500.0,<1H OCEAN --122.7,38.33,26.0,1887.0,381.0,1060.0,364.0,3.0078,160400.0,<1H OCEAN --122.71,38.34,22.0,1249.0,335.0,699.0,308.0,2.6033,121600.0,<1H OCEAN --122.7,38.33,26.0,1584.0,295.0,846.0,295.0,3.375,156300.0,<1H OCEAN --122.69,38.35,12.0,1550.0,187.0,685.0,188.0,7.226,255300.0,<1H OCEAN --122.69,38.34,15.0,3091.0,697.0,1602.0,682.0,4.0071,135500.0,<1H OCEAN --122.71,38.35,11.0,2242.0,699.0,1203.0,642.0,2.3464,104200.0,<1H OCEAN --122.7,38.35,14.0,2313.0,,954.0,397.0,3.7813,146500.0,<1H OCEAN --122.7,38.35,14.0,1555.0,369.0,493.0,335.0,1.6033,67500.0,<1H OCEAN --122.7,38.34,19.0,2987.0,676.0,1782.0,688.0,2.8261,154500.0,<1H OCEAN --122.71,38.34,23.0,2744.0,588.0,1493.0,557.0,3.1781,162000.0,<1H OCEAN --122.69,38.37,8.0,6322.0,1001.0,2969.0,1043.0,4.8233,214000.0,<1H OCEAN --122.71,38.37,16.0,2355.0,345.0,1014.0,348.0,5.6018,253000.0,<1H OCEAN --122.69,38.35,16.0,1689.0,254.0,921.0,270.0,4.4444,191800.0,<1H OCEAN --122.69,38.36,6.0,5496.0,1374.0,2502.0,1189.0,2.4827,177500.0,<1H OCEAN --122.7,38.35,16.0,1328.0,187.0,607.0,197.0,5.0366,257800.0,<1H OCEAN --122.7,38.36,11.0,5817.0,878.0,2538.0,876.0,4.221,227100.0,<1H OCEAN --122.63,38.34,15.0,2153.0,345.0,979.0,335.0,5.1966,325400.0,<1H OCEAN --122.68,38.36,8.0,7520.0,1336.0,3833.0,1287.0,4.3278,184100.0,<1H OCEAN --122.69,38.34,12.0,3876.0,782.0,2146.0,764.0,4.0844,165400.0,<1H OCEAN --122.67,38.33,4.0,8072.0,1606.0,4323.0,1475.0,3.9518,220300.0,<1H OCEAN --122.69,38.34,16.0,1683.0,341.0,880.0,327.0,3.2857,160200.0,<1H OCEAN --122.68,38.4,32.0,2826.0,627.0,1767.0,628.0,3.1047,141400.0,<1H OCEAN --122.7,38.43,28.0,1585.0,412.0,1362.0,424.0,1.6685,114100.0,<1H OCEAN --122.71,38.42,23.0,1569.0,414.0,1031.0,368.0,1.6267,129200.0,<1H OCEAN --122.71,38.4,17.0,1690.0,464.0,833.0,445.0,1.439,140600.0,<1H OCEAN --122.7,38.39,16.0,4922.0,1211.0,2557.0,1088.0,2.0915,168100.0,<1H OCEAN --122.62,38.4,10.0,9772.0,1308.0,3741.0,1242.0,6.5261,324700.0,<1H OCEAN --122.66,38.44,17.0,5815.0,898.0,2614.0,887.0,4.3657,215900.0,<1H OCEAN --122.67,38.44,29.0,2551.0,448.0,1165.0,456.0,4.3587,196400.0,<1H OCEAN --122.68,38.43,18.0,2723.0,529.0,1150.0,520.0,3.5885,191900.0,<1H OCEAN --122.65,38.4,21.0,1059.0,150.0,400.0,154.0,6.8586,343100.0,<1H OCEAN --122.65,38.37,15.0,1848.0,280.0,786.0,282.0,5.7204,344100.0,<1H OCEAN --122.67,38.43,17.0,1804.0,304.0,750.0,298.0,4.5588,196400.0,<1H OCEAN --122.67,38.43,17.0,2007.0,400.0,895.0,403.0,3.2813,202700.0,<1H OCEAN --122.66,38.42,14.0,5315.0,1037.0,2228.0,950.0,4.023,208400.0,<1H OCEAN --122.68,38.43,29.0,488.0,63.0,161.0,62.0,6.0774,334400.0,<1H OCEAN --122.58,38.46,15.0,2936.0,517.0,1182.0,501.0,3.3981,246900.0,<1H OCEAN --122.61,38.42,13.0,7731.0,1360.0,2543.0,1249.0,4.6957,259800.0,<1H OCEAN --122.58,38.43,10.0,3597.0,661.0,1132.0,639.0,3.9375,269200.0,<1H OCEAN --122.59,38.44,14.0,1665.0,390.0,505.0,348.0,3.183,201200.0,<1H OCEAN --122.59,38.43,20.0,2791.0,546.0,785.0,512.0,3.4561,216700.0,<1H OCEAN --122.56,38.41,20.0,1151.0,211.0,478.0,183.0,5.93,384600.0,<1H OCEAN --122.66,38.46,14.0,2364.0,631.0,1300.0,625.0,2.6023,221100.0,<1H OCEAN --122.66,38.45,26.0,2081.0,339.0,906.0,323.0,4.4375,293500.0,<1H OCEAN --122.67,38.45,24.0,2622.0,525.0,1027.0,510.0,2.9222,242600.0,<1H OCEAN --122.67,38.44,32.0,3771.0,741.0,1786.0,721.0,3.2415,172200.0,<1H OCEAN --122.68,38.44,29.0,2796.0,588.0,1346.0,562.0,2.9107,169700.0,<1H OCEAN --122.7,38.45,47.0,904.0,154.0,310.0,144.0,3.9766,190600.0,<1H OCEAN --122.68,38.45,36.0,1686.0,303.0,744.0,304.0,4.0139,163100.0,<1H OCEAN --122.69,38.44,40.0,1449.0,281.0,636.0,295.0,2.7222,161200.0,<1H OCEAN --122.69,38.44,35.0,1356.0,241.0,620.0,216.0,3.5521,168300.0,<1H OCEAN --122.68,38.44,36.0,1311.0,259.0,648.0,268.0,3.4545,161200.0,<1H OCEAN --122.7,38.44,45.0,883.0,202.0,401.0,194.0,3.2845,178300.0,<1H OCEAN --122.69,38.45,36.0,1943.0,337.0,711.0,318.0,3.9191,183000.0,<1H OCEAN --122.69,38.44,31.0,1808.0,315.0,691.0,280.0,3.8583,193200.0,<1H OCEAN --122.7,38.44,42.0,709.0,182.0,547.0,172.0,2.1912,165000.0,<1H OCEAN --122.7,38.44,35.0,1304.0,343.0,822.0,304.0,3.2935,157800.0,<1H OCEAN --122.71,38.43,52.0,1439.0,325.0,738.0,316.0,2.2262,129900.0,<1H OCEAN --122.71,38.43,38.0,1689.0,526.0,1071.0,529.0,1.5026,124000.0,<1H OCEAN --122.72,38.44,52.0,1059.0,281.0,627.0,273.0,1.5357,137500.0,<1H OCEAN --122.71,38.44,52.0,988.0,283.0,475.0,242.0,1.3684,258300.0,<1H OCEAN --122.71,38.44,27.0,966.0,251.0,462.0,230.0,1.7,350000.0,<1H OCEAN --122.72,38.47,29.0,1706.0,415.0,990.0,394.0,1.9932,164800.0,<1H OCEAN --122.72,38.46,35.0,1445.0,309.0,795.0,308.0,2.9073,157000.0,<1H OCEAN --122.72,38.45,41.0,1743.0,373.0,780.0,357.0,3.1467,175500.0,<1H OCEAN --122.71,38.46,42.0,1574.0,376.0,844.0,369.0,2.314,169400.0,<1H OCEAN --122.71,38.46,41.0,1974.0,482.0,965.0,458.0,2.905,159300.0,<1H OCEAN --122.71,38.46,36.0,2175.0,516.0,1087.0,477.0,3.0444,167200.0,<1H OCEAN --122.71,38.45,39.0,2739.0,573.0,1223.0,569.0,2.9663,185400.0,<1H OCEAN --122.71,38.45,48.0,3118.0,561.0,1275.0,530.0,3.455,222100.0,<1H OCEAN --122.7,38.45,26.0,2011.0,557.0,855.0,530.0,1.125,233300.0,<1H OCEAN --122.71,38.45,52.0,2259.0,537.0,957.0,520.0,2.1827,188800.0,<1H OCEAN --122.68,38.48,15.0,1575.0,262.0,716.0,259.0,5.3409,244600.0,<1H OCEAN --122.67,38.47,16.0,3452.0,791.0,1567.0,731.0,2.4722,194300.0,<1H OCEAN --122.68,38.46,17.0,3201.0,527.0,1244.0,495.0,4.7143,202900.0,<1H OCEAN --122.67,38.47,19.0,1848.0,428.0,1130.0,433.0,3.0568,190300.0,<1H OCEAN --122.68,38.46,15.0,1811.0,406.0,718.0,403.0,2.3929,141300.0,<1H OCEAN --122.71,38.46,23.0,3220.0,603.0,1299.0,591.0,3.9261,213300.0,<1H OCEAN --122.7,38.46,29.0,2891.0,459.0,1012.0,441.0,5.0415,240200.0,<1H OCEAN --122.69,38.46,32.0,2970.0,504.0,1117.0,512.0,5.0,275900.0,<1H OCEAN --122.7,38.45,39.0,2015.0,335.0,640.0,315.0,4.1734,240500.0,<1H OCEAN --122.72,38.48,23.0,2296.0,356.0,902.0,334.0,6.0298,289100.0,<1H OCEAN --122.68,38.46,19.0,4976.0,711.0,1926.0,625.0,7.3003,381300.0,<1H OCEAN --122.71,38.5,15.0,5645.0,830.0,2324.0,769.0,6.6104,330900.0,<1H OCEAN --122.66,38.48,16.0,2697.0,490.0,1462.0,515.0,4.2051,190300.0,<1H OCEAN --122.66,38.48,16.0,2724.0,593.0,1124.0,586.0,2.825,186200.0,<1H OCEAN --122.66,38.47,23.0,2246.0,437.0,1035.0,386.0,3.7617,172600.0,<1H OCEAN --122.65,38.46,14.0,2096.0,420.0,926.0,397.0,4.0647,187800.0,<1H OCEAN --122.66,38.48,21.0,2066.0,393.0,919.0,395.0,3.267,176200.0,<1H OCEAN --122.66,38.47,20.0,2806.0,477.0,1369.0,460.0,4.75,190500.0,<1H OCEAN --122.69,38.51,18.0,3364.0,501.0,1442.0,506.0,6.6854,313000.0,<1H OCEAN --122.64,38.48,19.0,3244.0,449.0,1174.0,454.0,5.8369,255700.0,<1H OCEAN --122.65,38.47,24.0,2268.0,330.0,847.0,296.0,3.858,214400.0,<1H OCEAN --122.6,38.48,17.0,1528.0,264.0,606.0,251.0,6.6004,341500.0,<1H OCEAN --122.62,38.54,24.0,2409.0,464.0,1006.0,403.0,4.5167,265200.0,<1H OCEAN --122.63,38.5,19.0,2107.0,332.0,874.0,341.0,5.7819,265600.0,<1H OCEAN --122.65,38.48,17.0,1090.0,164.0,473.0,163.0,5.5061,231800.0,<1H OCEAN --122.75,38.54,6.0,6719.0,1016.0,2699.0,997.0,5.4886,254200.0,<1H OCEAN --122.78,38.52,23.0,2511.0,549.0,1052.0,527.0,2.4922,192000.0,<1H OCEAN --122.79,38.5,18.0,4839.0,918.0,2755.0,841.0,3.75,248300.0,<1H OCEAN --122.76,38.52,6.0,2073.0,388.0,826.0,375.0,3.055,224100.0,<1H OCEAN --122.75,38.5,16.0,4196.0,638.0,1713.0,615.0,5.449,252100.0,<1H OCEAN --122.73,38.46,14.0,4042.0,1298.0,2323.0,1158.0,2.0651,135400.0,<1H OCEAN --122.73,38.47,16.0,1834.0,391.0,994.0,390.0,3.7266,156500.0,<1H OCEAN --122.74,38.47,16.0,1426.0,287.0,525.0,260.0,3.0714,161700.0,<1H OCEAN --122.74,38.46,9.0,2268.0,594.0,1311.0,585.0,2.6607,91500.0,<1H OCEAN --122.74,38.48,12.0,4174.0,670.0,1882.0,647.0,4.551,178300.0,<1H OCEAN --122.75,38.48,4.0,6487.0,1112.0,2958.0,1131.0,4.5417,197400.0,<1H OCEAN --122.79,38.48,7.0,6837.0,,3468.0,1405.0,3.1662,191000.0,<1H OCEAN --122.81,38.46,28.0,3580.0,611.0,1634.0,567.0,4.745,248600.0,<1H OCEAN --122.75,38.46,13.0,4323.0,1020.0,2566.0,728.0,3.0147,142800.0,<1H OCEAN --122.75,38.46,16.0,2653.0,606.0,1693.0,586.0,2.6384,146900.0,<1H OCEAN --122.76,38.46,14.0,4742.0,756.0,2149.0,732.0,4.5152,199200.0,<1H OCEAN --122.76,38.46,14.0,4794.0,767.0,2252.0,768.0,4.2061,213100.0,<1H OCEAN --122.73,38.46,14.0,2324.0,754.0,1026.0,677.0,1.722,150000.0,<1H OCEAN --122.74,38.45,17.0,3064.0,588.0,1704.0,590.0,3.9329,170900.0,<1H OCEAN --122.74,38.45,25.0,2696.0,496.0,1296.0,514.0,4.0798,179200.0,<1H OCEAN --122.74,38.44,23.0,2819.0,612.0,1644.0,546.0,2.6576,147900.0,<1H OCEAN --122.73,38.44,20.0,2919.0,508.0,1711.0,500.0,3.875,140300.0,<1H OCEAN --122.72,38.44,48.0,707.0,166.0,458.0,172.0,3.1797,140400.0,<1H OCEAN --122.73,38.44,35.0,1120.0,297.0,659.0,274.0,2.3824,145000.0,<1H OCEAN --122.73,38.44,28.0,1073.0,241.0,652.0,238.0,2.4,146200.0,<1H OCEAN --122.72,38.44,52.0,188.0,62.0,301.0,72.0,0.9437,129200.0,<1H OCEAN --122.74,38.44,17.0,2287.0,497.0,1240.0,493.0,3.5845,164300.0,<1H OCEAN --122.74,38.43,11.0,4670.0,1007.0,2430.0,962.0,3.0341,142300.0,<1H OCEAN --122.73,38.43,15.0,3265.0,690.0,1629.0,629.0,3.7132,167600.0,<1H OCEAN --122.76,38.45,8.0,5823.0,1104.0,2864.0,1041.0,3.6292,183600.0,<1H OCEAN --122.82,38.44,23.0,1551.0,236.0,555.0,243.0,4.6792,304700.0,<1H OCEAN --122.76,38.44,11.0,2895.0,524.0,1633.0,534.0,4.7283,170200.0,<1H OCEAN --122.76,38.44,14.0,4376.0,797.0,1809.0,746.0,3.8244,180000.0,<1H OCEAN --122.78,38.44,14.0,4143.0,656.0,1569.0,629.0,3.9766,345300.0,<1H OCEAN --122.79,38.42,9.0,4967.0,885.0,2581.0,915.0,5.038,185600.0,<1H OCEAN --122.74,38.42,42.0,2050.0,434.0,1073.0,416.0,2.375,141000.0,<1H OCEAN --122.73,38.43,29.0,2677.0,691.0,1880.0,664.0,2.1864,143200.0,<1H OCEAN --122.72,38.43,31.0,2020.0,476.0,1408.0,437.0,2.5735,131100.0,<1H OCEAN --122.72,38.42,26.0,1168.0,253.0,937.0,248.0,1.9458,146000.0,<1H OCEAN --122.72,38.42,26.0,3604.0,734.0,2605.0,704.0,3.0969,143800.0,<1H OCEAN --122.73,38.42,26.0,1446.0,296.0,884.0,295.0,4.3523,150000.0,<1H OCEAN --122.72,38.42,30.0,2099.0,406.0,1156.0,401.0,2.8036,152300.0,<1H OCEAN --122.73,38.4,30.0,3689.0,746.0,2250.0,697.0,2.975,157300.0,<1H OCEAN --122.73,38.37,40.0,1389.0,309.0,841.0,288.0,3.1094,183300.0,<1H OCEAN --122.75,38.43,36.0,1599.0,345.0,1086.0,314.0,2.6667,149100.0,<1H OCEAN --122.78,38.41,43.0,1351.0,277.0,1011.0,297.0,2.5917,144000.0,<1H OCEAN --122.77,38.39,35.0,2611.0,475.0,1293.0,463.0,2.75,197500.0,<1H OCEAN --122.75,38.41,17.0,3150.0,588.0,1857.0,610.0,3.9688,165000.0,<1H OCEAN --122.82,38.41,32.0,701.0,182.0,489.0,168.0,2.785,169300.0,<1H OCEAN --122.84,38.42,29.0,2756.0,551.0,1381.0,531.0,2.9625,237300.0,<1H OCEAN --122.86,38.42,38.0,1166.0,223.0,584.0,225.0,3.6667,244400.0,<1H OCEAN --122.84,38.41,19.0,2191.0,391.0,1065.0,404.0,4.125,204600.0,<1H OCEAN --122.83,38.4,37.0,2217.0,451.0,1019.0,428.0,3.1217,178500.0,<1H OCEAN --122.84,38.4,15.0,3080.0,617.0,1446.0,599.0,3.6696,194400.0,<1H OCEAN --122.78,38.37,21.0,795.0,163.0,414.0,162.0,3.7991,175000.0,<1H OCEAN --122.82,38.4,40.0,2406.0,423.0,1054.0,426.0,3.8846,215900.0,<1H OCEAN --122.8,38.37,26.0,1634.0,315.0,909.0,317.0,4.1731,257200.0,<1H OCEAN --122.8,38.39,26.0,2273.0,474.0,1124.0,420.0,2.9453,166700.0,<1H OCEAN --122.84,38.39,16.0,1688.0,292.0,793.0,280.0,4.4357,216900.0,<1H OCEAN --122.83,38.39,19.0,1765.0,394.0,868.0,388.0,2.462,260300.0,<1H OCEAN --122.82,38.39,22.0,1288.0,243.0,593.0,220.0,3.625,233700.0,<1H OCEAN --122.82,38.39,32.0,1437.0,257.0,752.0,245.0,4.7422,240900.0,<1H OCEAN --122.82,38.38,27.0,2565.0,479.0,1227.0,467.0,4.5132,259900.0,<1H OCEAN --122.76,38.35,30.0,2260.0,374.0,958.0,359.0,5.0323,222400.0,<1H OCEAN --122.87,38.39,34.0,1138.0,205.0,541.0,180.0,4.5147,271400.0,<1H OCEAN --122.77,38.33,32.0,2054.0,324.0,843.0,306.0,4.5875,290700.0,<1H OCEAN --122.82,38.33,25.0,3067.0,569.0,1602.0,550.0,3.9917,244100.0,<1H OCEAN --122.88,38.34,20.0,3404.0,628.0,1641.0,585.0,5.0574,276200.0,<1H OCEAN --122.81,38.36,18.0,2399.0,389.0,1131.0,391.0,5.2769,293900.0,<1H OCEAN --122.85,38.37,16.0,1762.0,293.0,810.0,297.0,4.4437,305000.0,<1H OCEAN --122.89,38.38,16.0,2017.0,369.0,931.0,336.0,5.7664,267500.0,<1H OCEAN --122.86,38.44,31.0,1534.0,292.0,716.0,288.0,3.4471,209500.0,<1H OCEAN --122.89,38.42,28.0,2388.0,437.0,1015.0,381.0,5.1512,268300.0,<1H OCEAN --122.87,38.43,36.0,1987.0,387.0,1065.0,347.0,4.0446,172200.0,<1H OCEAN --122.91,38.43,19.0,1968.0,350.0,852.0,308.0,4.6705,269800.0,<1H OCEAN --122.89,38.4,22.0,2900.0,538.0,1445.0,515.0,4.511,296800.0,<1H OCEAN --123.04,38.49,30.0,3977.0,930.0,1387.0,582.0,2.6161,132500.0,NEAR OCEAN --123.02,38.46,52.0,2154.0,499.0,524.0,259.0,2.0556,120000.0,NEAR OCEAN --122.98,38.44,29.0,4450.0,939.0,1328.0,590.0,3.1,162100.0,<1H OCEAN --123.01,38.48,37.0,1179.0,282.0,354.0,176.0,1.3712,118300.0,NEAR OCEAN --123.02,38.54,35.0,2157.0,487.0,768.0,322.0,3.2315,136900.0,<1H OCEAN --123.0,38.51,33.0,1565.0,390.0,759.0,311.0,2.6726,153100.0,NEAR OCEAN --122.97,38.5,44.0,3234.0,746.0,1112.0,470.0,1.9265,132700.0,<1H OCEAN --122.97,38.53,48.0,3939.0,860.0,1257.0,571.0,2.1165,98700.0,<1H OCEAN --122.94,38.53,49.0,1141.0,239.0,505.0,184.0,3.7143,148800.0,<1H OCEAN --122.94,38.5,46.0,2280.0,492.0,807.0,366.0,2.6316,117000.0,<1H OCEAN --122.91,38.49,37.0,2469.0,519.0,1137.0,474.0,3.6343,146500.0,<1H OCEAN --122.87,38.48,27.0,3894.0,776.0,1832.0,715.0,3.5085,187800.0,<1H OCEAN --122.88,38.46,25.0,1563.0,314.0,737.0,305.0,2.5687,249200.0,<1H OCEAN --122.85,38.46,22.0,3328.0,550.0,1309.0,512.0,4.7105,266200.0,<1H OCEAN --122.94,38.49,37.0,3169.0,719.0,777.0,344.0,2.7072,117100.0,<1H OCEAN --122.91,38.46,18.0,2021.0,,912.0,329.0,4.5,251900.0,<1H OCEAN --122.72,38.58,4.0,7042.0,1100.0,2936.0,1043.0,5.0555,240800.0,<1H OCEAN --122.82,38.55,8.0,6190.0,1088.0,2967.0,1000.0,3.8616,195100.0,<1H OCEAN --122.85,38.52,13.0,4808.0,848.0,2568.0,762.0,3.6583,183200.0,<1H OCEAN --122.78,38.53,9.0,3659.0,652.0,1889.0,632.0,4.2716,250800.0,<1H OCEAN --122.81,38.54,12.0,2289.0,611.0,919.0,540.0,1.1553,139300.0,<1H OCEAN --122.82,38.53,27.0,1823.0,360.0,907.0,317.0,3.276,172900.0,<1H OCEAN --122.79,38.54,5.0,3986.0,737.0,1887.0,687.0,3.7768,213800.0,<1H OCEAN --122.87,38.61,23.0,2676.0,521.0,1456.0,500.0,3.7361,173700.0,<1H OCEAN --122.87,38.62,52.0,1514.0,348.0,767.0,354.0,2.1903,160000.0,<1H OCEAN --122.86,38.61,52.0,1753.0,380.0,982.0,380.0,3.4013,183300.0,<1H OCEAN --122.86,38.62,35.0,2597.0,522.0,1231.0,499.0,2.7432,174000.0,<1H OCEAN --122.87,38.62,18.0,2721.0,557.0,1667.0,539.0,3.1875,176100.0,<1H OCEAN --122.82,38.64,29.0,2176.0,385.0,1117.0,374.0,3.8681,188600.0,<1H OCEAN --122.83,38.58,17.0,5199.0,1023.0,2036.0,890.0,3.2452,168800.0,<1H OCEAN --122.82,38.61,41.0,2720.0,501.0,987.0,364.0,4.0294,201700.0,<1H OCEAN --122.85,38.62,16.0,4418.0,704.0,1908.0,697.0,4.5913,244600.0,<1H OCEAN --123.01,38.67,33.0,914.0,147.0,394.0,132.0,4.6875,246200.0,<1H OCEAN --122.94,38.57,33.0,1530.0,266.0,728.0,250.0,5.1005,266700.0,<1H OCEAN --122.94,38.64,26.0,4050.0,712.0,2072.0,636.0,4.0781,287800.0,<1H OCEAN --122.95,38.73,37.0,1548.0,328.0,863.0,287.0,2.9792,151300.0,<1H OCEAN --122.87,38.68,32.0,4073.0,718.0,2053.0,629.0,3.7352,228000.0,<1H OCEAN --122.85,38.77,18.0,2856.0,513.0,1027.0,405.0,4.6953,241700.0,<1H OCEAN --122.7,38.66,43.0,1384.0,284.0,582.0,224.0,3.9063,210000.0,<1H OCEAN --123.03,38.79,16.0,4047.0,769.0,1998.0,673.0,3.375,171900.0,<1H OCEAN --123.02,38.81,35.0,956.0,213.0,488.0,215.0,3.025,140600.0,<1H OCEAN --123.02,38.81,45.0,1717.0,389.0,916.0,367.0,3.2425,138800.0,<1H OCEAN --123.01,38.8,21.0,360.0,96.0,131.0,74.0,3.5156,133300.0,<1H OCEAN --123.01,38.79,32.0,2697.0,529.0,1417.0,535.0,3.2546,134100.0,<1H OCEAN --123.1,38.79,20.0,3109.0,712.0,1643.0,638.0,2.8344,164400.0,<1H OCEAN --123.49,38.7,9.0,5409.0,1019.0,594.0,327.0,3.3125,295400.0,NEAR OCEAN --123.24,38.7,38.0,1460.0,311.0,569.0,176.0,2.7171,131300.0,NEAR OCEAN --123.25,38.54,27.0,3658.0,764.0,1278.0,518.0,3.3536,157500.0,NEAR OCEAN --123.08,38.38,28.0,3297.0,676.0,923.0,373.0,3.9167,232600.0,NEAR OCEAN --122.96,38.42,50.0,2530.0,524.0,940.0,361.0,2.9375,122900.0,<1H OCEAN --123.07,38.46,31.0,855.0,217.0,280.0,139.0,2.3611,112500.0,NEAR OCEAN --122.93,38.38,18.0,2562.0,500.0,1128.0,414.0,3.9336,262500.0,<1H OCEAN --123.02,38.36,16.0,1496.0,298.0,778.0,284.0,3.8589,268800.0,NEAR OCEAN --123.0,38.33,8.0,3223.0,637.0,851.0,418.0,5.6445,364800.0,NEAR OCEAN --120.84,37.92,27.0,471.0,84.0,195.0,72.0,3.3333,208300.0,INLAND --120.79,37.82,17.0,4227.0,729.0,1809.0,679.0,3.2667,269500.0,INLAND --120.9,37.81,27.0,4213.0,750.0,2142.0,746.0,3.7031,173300.0,INLAND --120.9,37.76,20.0,570.0,112.0,304.0,108.0,2.2024,156300.0,INLAND --120.86,37.73,27.0,508.0,93.0,263.0,81.0,3.1136,183300.0,INLAND --120.79,37.76,14.0,3531.0,508.0,1505.0,497.0,5.5228,275300.0,INLAND --120.76,37.73,16.0,1343.0,241.0,732.0,195.0,3.5833,187500.0,INLAND --120.69,37.77,46.0,431.0,86.0,239.0,80.0,3.3182,282100.0,INLAND --120.87,37.77,9.0,4838.0,920.0,2460.0,923.0,3.5959,142700.0,INLAND --120.85,37.77,52.0,436.0,81.0,197.0,68.0,1.8625,85400.0,INLAND --120.86,37.77,45.0,621.0,129.0,257.0,124.0,1.7188,109400.0,INLAND --120.86,37.77,38.0,1545.0,279.0,662.0,266.0,3.825,96400.0,INLAND --120.86,37.77,28.0,1208.0,232.0,535.0,232.0,2.3523,94700.0,INLAND --120.87,37.76,16.0,1174.0,249.0,601.0,242.0,1.7143,113300.0,INLAND --120.85,37.77,20.0,651.0,157.0,421.0,151.0,2.0833,77300.0,INLAND --120.85,37.77,37.0,1738.0,403.0,936.0,366.0,2.4717,77100.0,INLAND --120.86,37.76,32.0,964.0,198.0,623.0,201.0,3.0917,88900.0,INLAND --120.87,37.76,16.0,2022.0,413.0,1126.0,408.0,2.5655,116400.0,INLAND --120.85,37.75,26.0,28.0,4.0,9.0,5.0,1.625,85000.0,INLAND --120.85,37.78,15.0,3553.0,659.0,1684.0,611.0,3.3169,131200.0,INLAND --120.85,37.78,25.0,421.0,,303.0,106.0,2.2679,71300.0,INLAND --120.85,37.77,35.0,404.0,96.0,261.0,100.0,2.4583,75000.0,INLAND --120.85,37.78,30.0,1120.0,248.0,609.0,237.0,2.2386,87200.0,INLAND --120.83,37.77,20.0,1717.0,403.0,1062.0,401.0,1.6759,116700.0,INLAND --120.85,37.77,10.0,423.0,110.0,295.0,94.0,1.3583,85200.0,INLAND --120.83,37.76,21.0,435.0,96.0,219.0,83.0,2.9125,112500.0,INLAND --120.83,37.79,16.0,893.0,164.0,548.0,155.0,3.6875,121900.0,INLAND --120.93,37.74,37.0,1956.0,402.0,1265.0,397.0,2.3023,91900.0,INLAND --120.94,37.74,35.0,1166.0,268.0,515.0,266.0,2.3469,90200.0,INLAND --120.95,37.74,18.0,3453.0,666.0,1958.0,601.0,3.0043,156500.0,INLAND --120.95,37.73,12.0,3609.0,712.0,2650.0,742.0,2.8565,92700.0,INLAND --120.93,37.73,14.0,2799.0,,2294.0,596.0,2.6343,81500.0,INLAND --120.93,37.72,18.0,391.0,71.0,247.0,71.0,4.3864,179500.0,INLAND --120.98,37.71,22.0,434.0,89.0,195.0,86.0,2.4211,268800.0,INLAND --120.99,37.7,14.0,9849.0,1887.0,4356.0,1780.0,3.5877,160900.0,INLAND --120.97,37.69,14.0,5514.0,909.0,2819.0,970.0,3.8598,174400.0,INLAND --120.91,37.74,19.0,1690.0,327.0,855.0,296.0,3.25,176700.0,INLAND --120.91,37.73,31.0,840.0,154.0,429.0,150.0,2.4063,170200.0,INLAND --120.92,37.7,24.0,527.0,112.0,270.0,112.0,1.6172,156300.0,INLAND --120.94,37.7,25.0,1005.0,159.0,390.0,139.0,4.4,174100.0,INLAND --120.97,37.73,19.0,3725.0,543.0,1412.0,463.0,5.7476,248600.0,INLAND --121.01,37.74,14.0,2368.0,297.0,796.0,301.0,8.7783,435000.0,INLAND --121.01,37.72,23.0,1373.0,264.0,677.0,245.0,2.5486,161100.0,INLAND --121.06,37.73,5.0,2256.0,420.0,1246.0,397.0,4.9236,155900.0,INLAND --121.07,37.71,39.0,223.0,37.0,92.0,37.0,3.375,212500.0,INLAND --121.08,37.69,19.0,6473.0,1212.0,3559.0,1123.0,3.2246,129300.0,INLAND --121.14,37.7,29.0,1343.0,223.0,751.0,225.0,3.2391,187500.0,INLAND --121.09,37.67,30.0,1653.0,285.0,800.0,291.0,3.3482,220000.0,INLAND --121.09,37.61,42.0,1787.0,296.0,921.0,287.0,3.8864,171400.0,INLAND --121.18,37.64,43.0,1244.0,209.0,611.0,197.0,2.875,187500.0,INLAND --121.06,37.7,7.0,9374.0,1847.0,4827.0,1722.0,3.462,151900.0,INLAND --121.04,37.7,52.0,349.0,59.0,121.0,40.0,3.3036,197500.0,INLAND --121.04,37.69,5.0,9601.0,1639.0,4449.0,1575.0,4.5332,195500.0,INLAND --121.02,37.71,25.0,207.0,41.0,87.0,43.0,3.6023,131300.0,INLAND --121.03,37.69,6.0,2607.0,557.0,1266.0,475.0,3.4632,137700.0,INLAND --121.02,37.7,16.0,3476.0,650.0,2126.0,665.0,3.3438,125400.0,INLAND --121.0,37.71,52.0,102.0,23.0,35.0,33.0,2.25,175000.0,INLAND --121.01,37.7,12.0,9148.0,1906.0,4656.0,1853.0,3.2447,142200.0,INLAND --121.06,37.67,31.0,906.0,146.0,383.0,129.0,3.4167,196900.0,INLAND --121.06,37.66,6.0,3655.0,598.0,1993.0,596.0,4.6053,150100.0,INLAND --121.05,37.65,5.0,3096.0,545.0,1760.0,519.0,4.5701,146400.0,INLAND --121.04,37.66,11.0,1658.0,301.0,913.0,298.0,4.1705,162800.0,INLAND --121.04,37.65,8.0,1959.0,379.0,995.0,365.0,3.3567,129100.0,INLAND --121.03,37.65,37.0,375.0,58.0,120.0,37.0,3.9844,150000.0,INLAND --121.04,37.67,16.0,19.0,19.0,166.0,9.0,0.536,162500.0,INLAND --121.0,37.69,18.0,3469.0,661.0,1452.0,628.0,3.4079,147500.0,INLAND --121.01,37.69,20.0,3275.0,760.0,1538.0,705.0,2.48,135600.0,INLAND --121.01,37.68,33.0,828.0,123.0,373.0,133.0,5.5,146200.0,INLAND --121.0,37.68,15.0,1232.0,180.0,408.0,196.0,6.9682,182400.0,INLAND --121.0,37.68,29.0,2911.0,445.0,1170.0,460.0,4.9904,158100.0,INLAND --121.01,37.68,33.0,3230.0,587.0,1579.0,560.0,3.5775,109700.0,INLAND --121.0,37.67,26.0,90.0,18.0,47.0,18.0,1.125,87500.0,INLAND --121.04,37.68,18.0,5129.0,1171.0,3622.0,1128.0,2.0272,92700.0,INLAND --121.04,37.68,28.0,1909.0,398.0,1140.0,380.0,2.3783,81400.0,INLAND --121.02,37.69,19.0,3814.0,790.0,2219.0,804.0,3.5208,145000.0,INLAND --121.03,37.69,5.0,4034.0,771.0,1967.0,742.0,3.8065,146000.0,INLAND --121.04,37.69,9.0,6333.0,1355.0,3265.0,1265.0,3.0217,160900.0,INLAND --121.02,37.68,25.0,3262.0,588.0,1834.0,578.0,3.996,114500.0,INLAND --121.03,37.68,20.0,3204.0,625.0,2016.0,605.0,2.6567,110400.0,INLAND --121.03,37.68,27.0,1956.0,327.0,1004.0,307.0,3.7857,110500.0,INLAND --121.02,37.68,28.0,2875.0,560.0,1608.0,558.0,3.5489,106400.0,INLAND --120.94,37.68,4.0,13315.0,2424.0,6420.0,2289.0,4.2471,162100.0,INLAND --120.95,37.67,15.0,3062.0,584.0,1624.0,538.0,4.3864,137600.0,INLAND --120.96,37.66,16.0,4961.0,902.0,2654.0,804.0,4.2823,138300.0,INLAND --120.95,37.66,16.0,4478.0,647.0,1990.0,672.0,5.1473,188400.0,INLAND --120.95,37.65,37.0,136.0,20.0,72.0,22.0,2.2279,225000.0,INLAND --120.93,37.67,6.0,3491.0,657.0,2075.0,644.0,3.3844,138500.0,INLAND --120.93,37.66,10.0,7566.0,1348.0,3227.0,1199.0,4.744,148100.0,INLAND --120.94,37.66,17.0,1147.0,140.0,327.0,136.0,6.8654,290500.0,INLAND --120.98,37.69,18.0,3176.0,468.0,1296.0,471.0,5.5684,185100.0,INLAND --120.99,37.69,25.0,2773.0,384.0,1060.0,381.0,6.4788,199400.0,INLAND --120.99,37.68,30.0,1975.0,375.0,732.0,326.0,2.6932,94900.0,INLAND --120.98,37.68,24.0,705.0,114.0,347.0,141.0,3.1912,149600.0,INLAND --120.97,37.69,16.0,2793.0,476.0,1279.0,477.0,3.4667,160900.0,INLAND --120.97,37.69,15.0,4065.0,841.0,1986.0,680.0,3.072,114300.0,INLAND --120.97,37.68,16.0,2349.0,446.0,1302.0,392.0,3.1625,130300.0,INLAND --120.97,37.68,9.0,1114.0,172.0,529.0,174.0,4.7159,163700.0,INLAND --120.98,37.68,27.0,4006.0,762.0,1806.0,718.0,3.1848,112800.0,INLAND --120.99,37.68,28.0,3269.0,647.0,1595.0,617.0,2.2336,112700.0,INLAND --120.99,37.67,16.0,568.0,124.0,307.0,116.0,2.1518,107400.0,INLAND --120.98,37.67,13.0,1221.0,260.0,682.0,275.0,3.65,155500.0,INLAND --120.97,37.68,16.0,2493.0,535.0,1370.0,504.0,3.3368,121200.0,INLAND --120.98,37.68,18.0,4197.0,1006.0,2203.0,874.0,2.166,118600.0,INLAND --120.97,37.67,16.0,1499.0,250.0,1292.0,271.0,4.3851,117300.0,INLAND --120.96,37.67,17.0,2434.0,511.0,1558.0,546.0,2.9219,114300.0,INLAND --120.96,37.67,18.0,1442.0,229.0,538.0,220.0,4.2969,163200.0,INLAND --120.97,37.67,31.0,1648.0,293.0,792.0,294.0,2.4,121500.0,INLAND --120.97,37.66,19.0,1974.0,393.0,799.0,377.0,3.1286,137500.0,INLAND --120.96,37.66,15.0,2485.0,434.0,1296.0,434.0,3.8542,145200.0,INLAND --120.97,37.66,24.0,2930.0,588.0,1448.0,570.0,3.5395,127900.0,INLAND --120.97,37.66,21.0,2760.0,632.0,1260.0,576.0,2.0227,179800.0,INLAND --120.98,37.66,33.0,1959.0,342.0,984.0,356.0,4.5208,114200.0,INLAND --120.98,37.66,40.0,3012.0,616.0,1423.0,595.0,2.6346,100600.0,INLAND --120.98,37.65,36.0,826.0,167.0,432.0,150.0,2.5,103100.0,INLAND --120.98,37.66,10.0,934.0,,401.0,255.0,0.9336,127100.0,INLAND --120.98,37.67,33.0,1433.0,298.0,824.0,302.0,2.7621,109100.0,INLAND --120.99,37.67,28.0,1768.0,423.0,1066.0,392.0,1.8315,90500.0,INLAND --120.99,37.66,30.0,1718.0,395.0,914.0,400.0,1.933,107000.0,INLAND --120.99,37.66,39.0,1748.0,329.0,831.0,302.0,2.5938,135600.0,INLAND --120.99,37.66,46.0,1750.0,347.0,754.0,356.0,2.9137,106000.0,INLAND --120.99,37.65,44.0,2848.0,623.0,1408.0,576.0,2.1487,86600.0,INLAND --121.0,37.65,52.0,3887.0,803.0,1768.0,779.0,2.5089,119000.0,INLAND --121.0,37.67,27.0,2278.0,479.0,995.0,449.0,2.5148,110200.0,INLAND --121.01,37.67,37.0,2483.0,459.0,1072.0,445.0,3.0721,108100.0,INLAND --121.01,37.66,36.0,3679.0,613.0,1366.0,581.0,4.5,151400.0,INLAND --121.0,37.66,43.0,2369.0,413.0,944.0,422.0,3.2632,138100.0,INLAND --121.0,37.66,43.0,2039.0,331.0,875.0,342.0,3.9844,152000.0,INLAND --121.01,37.65,47.0,1713.0,334.0,570.0,297.0,2.1969,149400.0,INLAND --121.02,37.67,32.0,3951.0,797.0,1916.0,740.0,2.6722,111500.0,INLAND --121.03,37.67,24.0,2162.0,459.0,1468.0,441.0,3.1857,98300.0,INLAND --121.03,37.66,31.0,887.0,217.0,614.0,199.0,2.1528,75500.0,INLAND --121.02,37.66,36.0,3495.0,641.0,1688.0,684.0,3.1568,109900.0,INLAND --121.02,37.66,28.0,1437.0,400.0,806.0,338.0,1.6078,125000.0,INLAND --121.02,37.65,20.0,2973.0,620.0,1996.0,570.0,3.0645,106000.0,INLAND --121.03,37.64,22.0,2001.0,387.0,1520.0,387.0,3.148,102300.0,INLAND --121.03,37.63,5.0,2881.0,584.0,1490.0,570.0,3.0398,120000.0,INLAND --121.05,37.64,33.0,1438.0,237.0,569.0,208.0,3.3516,150000.0,INLAND --121.05,37.62,37.0,1043.0,196.0,555.0,197.0,3.4125,125000.0,INLAND --121.02,37.64,42.0,1437.0,307.0,1035.0,284.0,2.1036,88300.0,INLAND --121.02,37.63,35.0,1591.0,364.0,1290.0,352.0,1.564,81800.0,INLAND --121.02,37.62,30.0,1721.0,399.0,1878.0,382.0,2.5363,83900.0,INLAND --121.02,37.61,33.0,1469.0,370.0,1318.0,349.0,1.7104,59000.0,INLAND --121.03,37.62,43.0,1241.0,240.0,612.0,266.0,2.8194,81300.0,INLAND --121.03,37.62,46.0,2331.0,508.0,1210.0,484.0,2.5313,77700.0,INLAND --121.02,37.62,14.0,5737.0,1286.0,4722.0,1210.0,1.6731,95800.0,INLAND --121.01,37.64,52.0,201.0,35.0,74.0,22.0,1.3036,75000.0,INLAND --121.01,37.64,36.0,1981.0,507.0,1998.0,468.0,1.9013,69900.0,INLAND --121.01,37.64,33.0,693.0,207.0,598.0,192.0,1.0217,81300.0,INLAND --121.0,37.64,43.0,311.0,95.0,293.0,94.0,1.2902,67500.0,INLAND --120.99,37.64,41.0,1580.0,385.0,881.0,361.0,2.7538,99600.0,INLAND --120.99,37.64,50.0,683.0,189.0,459.0,195.0,1.8162,70000.0,INLAND --121.0,37.65,17.0,484.0,202.0,198.0,204.0,0.6825,187500.0,INLAND --121.01,37.65,52.0,178.0,53.0,152.0,62.0,0.4999,82500.0,INLAND --121.0,37.64,19.0,121.0,41.0,658.0,41.0,0.9573,162500.0,INLAND --121.0,37.64,52.0,530.0,177.0,325.0,158.0,1.1875,90600.0,INLAND --120.97,37.65,16.0,3960.0,716.0,1776.0,724.0,3.9886,137500.0,INLAND --120.96,37.64,41.0,1467.0,328.0,673.0,310.0,2.7917,90700.0,INLAND --120.97,37.64,42.0,2359.0,504.0,1131.0,480.0,2.0833,95500.0,INLAND --120.98,37.65,40.0,422.0,63.0,158.0,63.0,7.3841,172200.0,INLAND --120.98,37.64,45.0,1913.0,335.0,839.0,333.0,3.1397,110700.0,INLAND --120.98,37.64,40.0,1791.0,359.0,679.0,322.0,2.1458,130300.0,INLAND --120.9,37.66,19.0,3377.0,669.0,2426.0,663.0,2.9783,82500.0,INLAND --120.91,37.66,36.0,1320.0,255.0,720.0,232.0,2.6523,76300.0,INLAND --120.9,37.64,26.0,1762.0,418.0,855.0,308.0,1.6767,81300.0,INLAND --120.94,37.65,13.0,5075.0,978.0,3033.0,838.0,3.0577,119000.0,INLAND --120.93,37.65,1.0,2254.0,328.0,402.0,112.0,4.25,189200.0,INLAND --120.92,37.65,23.0,505.0,124.0,163.0,129.0,1.3696,275000.0,INLAND --120.95,37.65,14.0,5200.0,1119.0,3221.0,1102.0,2.6964,107000.0,INLAND --120.96,37.65,34.0,1700.0,325.0,972.0,326.0,2.4485,95500.0,INLAND --120.95,37.64,32.0,3487.0,740.0,1957.0,685.0,2.7209,88300.0,INLAND --120.94,37.63,43.0,244.0,52.0,176.0,60.0,1.425,69400.0,INLAND --120.92,37.63,39.0,45.0,8.0,22.0,9.0,1.7679,450000.0,INLAND --120.96,37.64,36.0,60.0,12.0,51.0,14.0,3.625,67500.0,INLAND --120.98,37.64,39.0,2617.0,659.0,2052.0,642.0,1.6952,65000.0,INLAND --120.97,37.63,39.0,2360.0,607.0,2047.0,605.0,1.7054,58800.0,INLAND --121.0,37.63,31.0,215.0,62.0,192.0,66.0,1.75,73800.0,INLAND --121.0,37.63,49.0,2051.0,500.0,1525.0,467.0,1.59,80900.0,INLAND --121.01,37.63,41.0,2764.0,639.0,2122.0,600.0,1.9643,74900.0,INLAND --121.01,37.62,35.0,568.0,150.0,622.0,145.0,1.8167,79500.0,INLAND --121.01,37.62,35.0,2074.0,477.0,1687.0,431.0,2.0885,73700.0,INLAND --120.98,37.62,26.0,3819.0,955.0,3010.0,932.0,1.9206,81300.0,INLAND --120.99,37.63,21.0,319.0,120.0,276.0,85.0,2.4792,60000.0,INLAND --121.0,37.62,28.0,1153.0,420.0,1043.0,357.0,1.0801,75000.0,INLAND --120.99,37.62,37.0,2014.0,505.0,1787.0,515.0,1.5515,54100.0,INLAND --121.01,37.61,5.0,3655.0,696.0,2316.0,647.0,3.4703,129300.0,INLAND --121.0,37.61,36.0,2647.0,604.0,2045.0,550.0,2.273,62900.0,INLAND --121.0,37.6,22.0,4412.0,925.0,3116.0,817.0,2.6899,82100.0,INLAND --121.02,37.6,33.0,1009.0,238.0,1027.0,246.0,2.5993,68000.0,INLAND --120.98,37.6,36.0,1437.0,,1073.0,320.0,2.1779,58400.0,INLAND --120.99,37.61,39.0,512.0,132.0,443.0,127.0,1.2857,60000.0,INLAND --120.98,37.59,2.0,5042.0,834.0,2784.0,787.0,4.6484,145900.0,INLAND --120.96,37.59,11.0,4236.0,879.0,2410.0,850.0,2.3849,122000.0,INLAND --120.95,37.59,29.0,1727.0,439.0,1063.0,386.0,1.8929,63600.0,INLAND --120.94,37.61,13.0,3309.0,603.0,1796.0,555.0,3.8372,129300.0,INLAND --120.95,37.61,17.0,4054.0,654.0,2034.0,667.0,4.6833,142200.0,INLAND --120.96,37.61,23.0,3497.0,887.0,2467.0,816.0,1.9444,93400.0,INLAND --120.97,37.61,16.0,1326.0,375.0,884.0,375.0,1.871,103900.0,INLAND --120.95,37.6,35.0,1493.0,278.0,729.0,268.0,2.9821,97400.0,INLAND --120.94,37.6,30.0,3257.0,574.0,1804.0,588.0,3.5331,102900.0,INLAND --120.95,37.59,43.0,1561.0,354.0,862.0,332.0,1.8466,81500.0,INLAND --120.94,37.59,16.0,3964.0,824.0,2622.0,766.0,2.3152,111300.0,INLAND --120.94,37.58,19.0,1549.0,369.0,770.0,370.0,2.0493,99500.0,INLAND --120.95,37.62,11.0,4981.0,814.0,1934.0,686.0,3.7041,174800.0,INLAND --120.97,37.62,7.0,8489.0,1673.0,5807.0,1575.0,2.9451,127800.0,INLAND --120.54,37.68,18.0,335.0,76.0,189.0,67.0,1.2273,87500.0,INLAND --120.64,37.7,16.0,284.0,51.0,239.0,46.0,1.8958,137500.0,INLAND --120.75,37.69,24.0,2282.0,423.0,1167.0,398.0,3.8214,116100.0,INLAND --120.86,37.69,5.0,6660.0,1217.0,3012.0,1087.0,3.0809,143600.0,INLAND --120.87,37.64,40.0,1010.0,155.0,488.0,157.0,3.8984,170500.0,INLAND --120.82,37.64,20.0,3375.0,630.0,1505.0,598.0,2.69,201300.0,INLAND --120.77,37.64,8.0,3294.0,667.0,2277.0,652.0,2.6417,96800.0,INLAND --120.76,37.65,25.0,3214.0,682.0,2319.0,640.0,2.0385,84300.0,INLAND --120.46,37.65,17.0,315.0,89.0,130.0,58.0,1.4464,79200.0,INLAND --120.59,37.59,36.0,291.0,48.0,124.0,47.0,5.6945,154200.0,INLAND --120.69,37.59,27.0,1170.0,227.0,660.0,222.0,2.3906,81800.0,INLAND --120.76,37.61,30.0,816.0,159.0,531.0,147.0,3.2604,87900.0,INLAND --120.8,37.61,30.0,918.0,154.0,469.0,139.0,3.9688,175000.0,INLAND --120.76,37.58,35.0,1395.0,264.0,756.0,253.0,3.6181,178600.0,INLAND --120.83,37.58,30.0,1527.0,256.0,757.0,240.0,3.6629,171400.0,INLAND --120.85,37.57,27.0,819.0,157.0,451.0,150.0,3.4934,193800.0,INLAND --120.88,37.57,22.0,1440.0,267.0,774.0,249.0,3.9821,204300.0,INLAND --120.87,37.62,30.0,455.0,70.0,220.0,69.0,4.8958,142500.0,INLAND --120.87,37.6,32.0,4579.0,914.0,2742.0,856.0,2.6619,86200.0,INLAND --120.86,37.6,25.0,1178.0,206.0,709.0,214.0,4.5625,133600.0,INLAND --120.89,37.59,33.0,1016.0,206.0,617.0,209.0,2.151,195800.0,INLAND --120.92,37.6,12.0,4485.0,805.0,2445.0,832.0,3.7611,123100.0,INLAND --120.92,37.59,26.0,1705.0,279.0,642.0,236.0,2.6591,180500.0,INLAND --120.91,37.57,26.0,3396.0,705.0,2446.0,694.0,2.0521,65400.0,INLAND --120.93,37.56,17.0,1812.0,361.0,672.0,334.0,1.55,166100.0,INLAND --120.95,37.57,29.0,1179.0,249.0,672.0,243.0,3.1125,154800.0,INLAND --120.98,37.57,27.0,925.0,176.0,449.0,168.0,2.6406,129700.0,INLAND --121.02,37.58,36.0,1285.0,270.0,706.0,273.0,1.7169,121400.0,INLAND --121.04,37.6,27.0,958.0,184.0,580.0,177.0,2.1875,82800.0,INLAND --121.09,37.56,32.0,1717.0,325.0,1356.0,307.0,2.6705,91900.0,INLAND --121.03,37.55,32.0,946.0,198.0,624.0,173.0,1.9728,97900.0,INLAND --121.04,37.5,33.0,613.0,123.0,343.0,116.0,3.1875,129200.0,INLAND --121.02,37.48,26.0,467.0,,244.0,83.0,4.1346,187500.0,INLAND --121.12,37.48,5.0,4109.0,820.0,3062.0,713.0,3.2396,125200.0,INLAND --121.14,37.47,38.0,2427.0,450.0,1272.0,474.0,2.8833,115200.0,INLAND --121.14,37.48,6.0,1772.0,332.0,1011.0,331.0,3.7045,128100.0,INLAND --121.13,37.47,37.0,1995.0,448.0,1559.0,443.0,2.1833,92700.0,INLAND --121.11,37.47,12.0,2263.0,410.0,913.0,330.0,3.5795,145600.0,INLAND --121.14,37.46,4.0,2919.0,503.0,1592.0,491.0,5.2452,161900.0,INLAND --121.2,37.6,30.0,2110.0,406.0,1301.0,345.0,2.3173,86500.0,INLAND --121.27,37.56,31.0,1223.0,330.0,1067.0,245.0,2.8558,100000.0,INLAND --121.31,37.44,33.0,69.0,28.0,47.0,14.0,0.536,112500.0,INLAND --121.21,37.5,34.0,294.0,49.0,147.0,47.0,3.0,162500.0,INLAND --121.14,37.52,37.0,1358.0,231.0,586.0,214.0,3.1645,170800.0,INLAND --121.06,37.45,33.0,1401.0,299.0,915.0,282.0,3.4464,162500.0,INLAND --121.06,37.42,52.0,504.0,96.0,295.0,97.0,3.5,73500.0,INLAND --121.11,37.43,42.0,412.0,75.0,227.0,75.0,2.5,74200.0,INLAND --121.29,37.33,36.0,48.0,12.0,27.0,8.0,4.0,75000.0,INLAND --121.09,37.33,40.0,524.0,112.0,329.0,96.0,1.7188,112500.0,INLAND --121.01,37.37,41.0,1045.0,233.0,632.0,230.0,2.3583,95000.0,INLAND --121.01,37.33,17.0,1926.0,410.0,1054.0,321.0,1.6214,71500.0,INLAND --121.03,37.33,27.0,1333.0,230.0,730.0,229.0,3.06,106000.0,INLAND --121.03,37.32,42.0,2905.0,561.0,1457.0,551.0,2.2566,82100.0,INLAND --121.04,37.3,6.0,2657.0,486.0,1409.0,392.0,3.3824,115500.0,INLAND --120.84,37.53,14.0,3643.0,706.0,2070.0,697.0,3.1523,141800.0,INLAND --120.86,37.53,18.0,2829.0,732.0,1751.0,712.0,1.6445,156900.0,INLAND --120.88,37.53,18.0,239.0,39.0,92.0,36.0,5.3168,175000.0,INLAND --120.85,37.55,45.0,350.0,62.0,187.0,63.0,2.5938,275000.0,INLAND --120.89,37.54,30.0,509.0,115.0,275.0,115.0,2.2679,250000.0,INLAND --120.89,37.52,42.0,1200.0,221.0,647.0,192.0,2.5402,157500.0,INLAND --120.96,37.54,29.0,1468.0,245.0,747.0,231.0,3.4643,125000.0,INLAND --120.96,37.51,30.0,1288.0,237.0,720.0,233.0,2.3864,139100.0,INLAND --120.96,37.48,32.0,1256.0,212.0,682.0,236.0,2.9844,135900.0,INLAND --120.97,37.43,27.0,1380.0,,810.0,262.0,2.1875,137500.0,INLAND --120.8,37.55,18.0,1802.0,335.0,1110.0,329.0,3.1641,96300.0,INLAND --120.79,37.53,20.0,1417.0,263.0,853.0,263.0,3.3083,108300.0,INLAND --120.8,37.53,29.0,1162.0,254.0,726.0,225.0,2.1932,90600.0,INLAND --120.81,37.53,15.0,570.0,123.0,189.0,107.0,1.875,181300.0,INLAND --120.82,37.54,20.0,707.0,114.0,282.0,86.0,6.1324,164800.0,INLAND --120.8,37.52,13.0,2920.0,481.0,1602.0,490.0,3.9286,145800.0,INLAND --120.72,37.54,17.0,729.0,134.0,431.0,121.0,4.2188,131300.0,INLAND --120.79,37.49,44.0,1186.0,225.0,687.0,234.0,3.4167,160700.0,INLAND --120.84,37.47,11.0,2285.0,499.0,1468.0,471.0,2.7857,110300.0,INLAND --120.89,37.48,27.0,1118.0,195.0,647.0,209.0,2.9135,159400.0,INLAND --120.89,37.45,29.0,1940.0,337.0,1070.0,332.0,3.6597,145600.0,INLAND --120.88,37.52,2.0,1871.0,409.0,707.0,256.0,2.6103,133600.0,INLAND --120.87,37.5,7.0,4966.0,985.0,2431.0,904.0,3.1042,122500.0,INLAND --120.86,37.5,34.0,4272.0,996.0,2916.0,962.0,1.9829,82800.0,INLAND --120.85,37.49,39.0,2840.0,733.0,2606.0,737.0,1.9429,76400.0,INLAND --120.86,37.49,37.0,1084.0,271.0,893.0,236.0,1.6213,69500.0,INLAND --120.86,37.49,22.0,2140.0,445.0,1441.0,409.0,2.4706,89400.0,INLAND --120.85,37.49,42.0,264.0,72.0,310.0,70.0,1.4063,61500.0,INLAND --120.84,37.48,10.0,2874.0,612.0,1960.0,596.0,2.7381,104600.0,INLAND --120.86,37.52,9.0,9885.0,1871.0,5372.0,1843.0,3.4821,127100.0,INLAND --120.85,37.51,5.0,2899.0,745.0,1593.0,633.0,2.2292,127500.0,INLAND --120.85,37.51,15.0,1131.0,285.0,728.0,281.0,1.5531,93100.0,INLAND --120.84,37.5,47.0,2310.0,484.0,1126.0,447.0,2.2083,97300.0,INLAND --120.85,37.5,52.0,1724.0,352.0,922.0,348.0,1.7227,85700.0,INLAND --120.84,37.49,25.0,2383.0,576.0,1234.0,583.0,1.4529,86100.0,INLAND --120.82,37.49,25.0,1611.0,285.0,882.0,261.0,3.5547,122400.0,INLAND --120.82,37.51,17.0,1664.0,253.0,736.0,254.0,4.4083,165800.0,INLAND --120.83,37.51,34.0,3078.0,477.0,1226.0,487.0,4.601,150000.0,INLAND --120.82,37.5,21.0,2974.0,495.0,1313.0,461.0,4.4886,135400.0,INLAND --120.83,37.5,30.0,1340.0,244.0,631.0,231.0,3.375,118500.0,INLAND --120.84,37.51,8.0,1191.0,242.0,688.0,260.0,2.7243,138400.0,INLAND --120.84,37.51,14.0,6337.0,1593.0,3909.0,1480.0,2.0643,106500.0,INLAND --120.83,37.52,6.0,1488.0,252.0,773.0,259.0,4.1859,150000.0,INLAND --120.84,37.52,16.0,4527.0,887.0,2531.0,825.0,3.7065,124800.0,INLAND --120.84,37.51,20.0,1901.0,313.0,1258.0,320.0,3.8958,126800.0,INLAND --120.83,37.51,13.0,3795.0,604.0,1639.0,609.0,4.6635,198400.0,INLAND --121.62,39.16,7.0,4480.0,776.0,2271.0,767.0,3.809,110700.0,INLAND --121.63,39.16,7.0,1879.0,444.0,1065.0,410.0,2.4183,103800.0,INLAND --121.63,39.15,27.0,336.0,60.0,195.0,68.0,5.3946,71800.0,INLAND --121.62,39.16,16.0,2037.0,464.0,1267.0,451.0,2.4556,97100.0,INLAND --121.63,39.15,16.0,1547.0,418.0,940.0,400.0,1.5613,72500.0,INLAND --121.63,39.15,27.0,2991.0,637.0,1419.0,606.0,1.8849,73500.0,INLAND --121.62,39.15,36.0,2321.0,455.0,1168.0,489.0,3.0962,74000.0,INLAND --121.62,39.15,23.0,1984.0,528.0,1043.0,452.0,1.9375,65300.0,INLAND --121.63,39.14,39.0,1874.0,411.0,822.0,377.0,2.5038,68300.0,INLAND --121.62,39.14,41.0,2183.0,559.0,1202.0,506.0,1.6902,61500.0,INLAND --121.61,39.14,44.0,2035.0,476.0,1030.0,453.0,1.4661,65200.0,INLAND --121.62,39.13,41.0,1317.0,309.0,856.0,337.0,1.6719,64100.0,INLAND --121.63,39.13,26.0,2355.0,531.0,1047.0,497.0,1.8208,79500.0,INLAND --121.62,39.13,41.0,1147.0,243.0,583.0,239.0,2.2431,63400.0,INLAND --121.61,39.13,21.0,1432.0,328.0,933.0,336.0,1.6823,83800.0,INLAND --121.63,39.12,34.0,1991.0,348.0,804.0,344.0,3.4492,98800.0,INLAND --121.62,39.12,35.0,2787.0,587.0,1431.0,601.0,2.5469,65900.0,INLAND --121.61,39.13,33.0,2559.0,539.0,1583.0,504.0,1.4727,53000.0,INLAND --121.6,39.12,21.0,1299.0,338.0,1494.0,311.0,1.3348,225000.0,INLAND --121.62,39.12,26.0,1405.0,204.0,627.0,215.0,4.2188,94200.0,INLAND --121.63,39.12,32.0,2574.0,425.0,1099.0,391.0,4.3864,117500.0,INLAND --121.62,39.11,5.0,2320.0,502.0,1245.0,489.0,3.2465,97200.0,INLAND --121.63,39.1,22.0,3585.0,548.0,1757.0,577.0,4.174,100100.0,INLAND --121.62,39.11,11.0,3519.0,577.0,1459.0,549.0,4.2792,123800.0,INLAND --121.62,39.09,21.0,2693.0,481.0,1337.0,435.0,3.8534,99700.0,INLAND --121.68,39.13,17.0,1969.0,297.0,717.0,268.0,3.4698,179700.0,INLAND --121.65,39.13,11.0,4833.0,944.0,2336.0,841.0,2.6842,89100.0,INLAND --121.68,39.11,19.0,1366.0,220.0,596.0,203.0,4.0625,141700.0,INLAND --121.64,39.12,13.0,6408.0,1087.0,3294.0,1106.0,4.2656,110700.0,INLAND --121.64,39.11,18.0,3212.0,542.0,1817.0,508.0,3.3793,92900.0,INLAND --121.66,39.09,27.0,2098.0,372.0,1090.0,333.0,4.45,96200.0,INLAND --121.67,39.18,26.0,2121.0,375.0,1125.0,366.0,3.3958,94600.0,INLAND --121.68,39.15,14.0,2774.0,451.0,1292.0,428.0,4.3833,115200.0,INLAND --121.67,39.14,22.0,2264.0,390.0,1056.0,403.0,3.6111,112300.0,INLAND --121.63,39.18,13.0,1907.0,347.0,821.0,367.0,2.0978,134000.0,INLAND --121.66,39.15,22.0,2144.0,376.0,1200.0,370.0,3.4426,102400.0,INLAND --121.65,39.16,16.0,5022.0,1103.0,2087.0,956.0,2.3963,114800.0,INLAND --121.64,39.15,15.0,2659.0,396.0,1159.0,407.0,5.234,124900.0,INLAND --121.71,39.25,37.0,1871.0,321.0,806.0,294.0,4.0,101400.0,INLAND --121.68,39.29,29.0,1860.0,400.0,1137.0,365.0,1.5281,61600.0,INLAND --121.64,39.28,25.0,2857.0,662.0,2076.0,685.0,1.8095,64100.0,INLAND --121.64,39.22,37.0,1189.0,248.0,627.0,219.0,3.8611,100000.0,INLAND --121.67,39.26,29.0,3041.0,683.0,2106.0,687.0,1.6315,58000.0,INLAND --121.83,39.23,25.0,3819.0,702.0,1983.0,658.0,2.4464,72500.0,INLAND --121.74,39.15,20.0,2302.0,412.0,1205.0,399.0,2.8,71200.0,INLAND --121.83,39.1,42.0,1282.0,198.0,451.0,159.0,3.2917,97900.0,INLAND --121.91,39.14,45.0,845.0,155.0,343.0,136.0,2.125,62000.0,INLAND --121.76,38.94,48.0,540.0,110.0,234.0,74.0,3.6111,67500.0,INLAND --121.67,38.85,46.0,645.0,131.0,410.0,122.0,1.7417,110400.0,INLAND --121.69,38.87,38.0,412.0,93.0,304.0,95.0,2.6597,86000.0,INLAND --121.62,38.96,36.0,1826.0,329.0,1068.0,318.0,1.9797,118800.0,INLAND --121.7,39.07,26.0,2668.0,510.0,1437.0,505.0,3.3125,100000.0,INLAND --121.47,38.95,34.0,2129.0,350.0,969.0,314.0,2.7039,106300.0,INLAND --121.52,38.9,32.0,1650.0,313.0,802.0,284.0,2.9048,98200.0,INLAND --121.58,38.81,25.0,778.0,135.0,340.0,155.0,1.7857,258300.0,INLAND --121.51,38.79,29.0,1716.0,323.0,850.0,282.0,2.9324,137500.0,INLAND --122.1,40.05,26.0,633.0,129.0,305.0,140.0,2.1827,72700.0,INLAND --122.08,40.09,19.0,2611.0,503.0,1185.0,483.0,2.3657,94000.0,INLAND --122.12,40.14,34.0,1950.0,407.0,1029.0,376.0,2.5197,82300.0,INLAND --122.17,40.2,28.0,1782.0,334.0,873.0,311.0,3.3594,79100.0,INLAND --121.8,40.34,26.0,4815.0,910.0,1341.0,539.0,2.881,79800.0,INLAND --121.78,40.12,14.0,388.0,108.0,35.0,17.0,6.1359,106300.0,INLAND --122.42,40.32,16.0,1978.0,375.0,961.0,333.0,2.6827,83900.0,INLAND --122.34,40.32,12.0,3848.0,689.0,2008.0,683.0,2.6352,92200.0,INLAND --122.23,40.32,10.0,2336.0,426.0,1003.0,368.0,3.0833,81300.0,INLAND --122.38,40.09,16.0,2077.0,388.0,1155.0,389.0,3.1361,84800.0,INLAND --122.57,39.9,15.0,3873.0,810.0,1697.0,627.0,2.4555,55600.0,INLAND --122.72,40.17,16.0,396.0,78.0,188.0,72.0,1.3889,87500.0,INLAND --122.2,40.26,15.0,2102.0,358.0,957.0,371.0,3.1908,137900.0,INLAND --122.38,40.2,16.0,2722.0,511.0,1366.0,495.0,2.8447,87700.0,INLAND --122.35,40.25,10.0,1621.0,318.0,866.0,283.0,3.5,104300.0,INLAND --122.26,40.19,35.0,2467.0,469.0,1194.0,444.0,2.0425,63700.0,INLAND --122.24,40.19,29.0,1912.0,336.0,859.0,325.0,3.7,70500.0,INLAND --122.23,40.2,17.0,762.0,138.0,322.0,139.0,4.2917,128800.0,INLAND --122.24,40.18,39.0,2191.0,493.0,1307.0,499.0,1.6483,60800.0,INLAND --122.24,40.17,51.0,2378.0,584.0,1083.0,494.0,1.577,51900.0,INLAND --122.25,40.17,47.0,1554.0,308.0,846.0,301.0,1.8077,54100.0,INLAND --122.22,40.18,13.0,3719.0,803.0,1754.0,764.0,2.3517,88900.0,INLAND --122.21,40.2,19.0,3404.0,731.0,1421.0,683.0,2.6149,84400.0,INLAND --122.19,40.2,30.0,2750.0,476.0,1296.0,464.0,3.5305,73600.0,INLAND --122.21,40.18,30.0,744.0,156.0,410.0,165.0,2.1898,63200.0,INLAND --122.25,40.17,19.0,3182.0,630.0,1741.0,642.0,1.9727,64900.0,INLAND --122.24,40.16,19.0,2500.0,509.0,1293.0,494.0,2.035,55100.0,INLAND --122.23,40.17,21.0,1401.0,331.0,651.0,299.0,2.225,64700.0,INLAND --122.23,40.15,14.0,2297.0,573.0,1637.0,551.0,1.787,51600.0,INLAND --122.25,40.15,15.0,1677.0,346.0,858.0,327.0,2.4375,59200.0,INLAND --122.17,40.11,24.0,1631.0,340.0,1042.0,333.0,1.7708,59000.0,INLAND --122.19,40.07,21.0,1548.0,290.0,744.0,265.0,1.9773,55000.0,INLAND --122.18,40.02,30.0,1952.0,397.0,961.0,333.0,2.25,68200.0,INLAND --122.14,40.07,31.0,2053.0,465.0,1193.0,447.0,1.4923,44400.0,INLAND --122.13,40.01,21.0,916.0,194.0,451.0,178.0,2.125,63300.0,INLAND --122.1,40.03,25.0,2516.0,,1266.0,494.0,1.7566,58400.0,INLAND --122.06,40.02,32.0,1435.0,277.0,690.0,254.0,2.3043,68400.0,INLAND --122.0,39.94,27.0,852.0,176.0,464.0,148.0,1.7125,58200.0,INLAND --122.11,39.82,27.0,1065.0,214.0,508.0,198.0,2.625,91700.0,INLAND --122.12,39.91,16.0,4006.0,797.0,2028.0,752.0,2.3929,77200.0,INLAND --122.17,39.92,16.0,1566.0,306.0,652.0,287.0,1.9038,60800.0,INLAND --122.17,39.94,32.0,2352.0,477.0,1316.0,447.0,2.2292,57400.0,INLAND --122.14,39.97,27.0,1079.0,222.0,625.0,197.0,3.1319,62700.0,INLAND --122.23,39.95,21.0,2087.0,382.0,888.0,361.0,2.207,86400.0,INLAND --122.2,39.93,9.0,1296.0,287.0,768.0,260.0,1.9191,54400.0,INLAND --122.23,39.86,21.0,1730.0,350.0,982.0,322.0,1.8375,79800.0,INLAND --122.19,39.92,20.0,2563.0,658.0,1363.0,611.0,1.023,54200.0,INLAND --122.18,39.93,35.0,1387.0,272.0,610.0,237.0,2.1759,59500.0,INLAND --122.19,39.91,39.0,2467.0,529.0,1433.0,502.0,1.8571,53500.0,INLAND --122.68,41.15,32.0,817.0,206.0,224.0,89.0,3.631,90400.0,INLAND --122.81,40.93,16.0,2050.0,471.0,588.0,195.0,2.7083,88900.0,INLAND --122.96,40.77,29.0,1637.0,297.0,753.0,270.0,3.2891,93100.0,INLAND --122.93,40.78,20.0,3758.0,798.0,1685.0,757.0,2.3667,91200.0,INLAND --122.89,40.76,14.0,712.0,131.0,270.0,90.0,2.3958,102100.0,INLAND --122.79,40.75,17.0,3851.0,818.0,1352.0,560.0,2.125,71700.0,INLAND --122.86,40.56,12.0,1350.0,300.0,423.0,172.0,1.7393,81300.0,INLAND --122.95,40.67,17.0,1498.0,331.0,574.0,242.0,2.0268,94200.0,INLAND --122.95,40.71,26.0,2231.0,421.0,987.0,364.0,2.4792,88800.0,INLAND --123.35,40.99,23.0,141.0,59.0,47.0,23.0,1.125,66000.0,INLAND --123.53,40.88,20.0,2680.0,599.0,918.0,345.0,2.2115,75000.0,INLAND --123.48,40.79,15.0,619.0,160.0,287.0,104.0,1.9107,79200.0,INLAND --123.28,40.77,25.0,767.0,206.0,301.0,121.0,1.625,79200.0,INLAND --123.13,40.85,18.0,1650.0,377.0,675.0,282.0,1.8933,84700.0,INLAND --123.41,40.61,17.0,769.0,205.0,301.0,126.0,1.7875,55000.0,INLAND --123.11,40.6,23.0,708.0,202.0,316.0,136.0,1.1602,65000.0,INLAND --123.18,40.58,18.0,1451.0,278.0,695.0,254.0,1.7262,73700.0,INLAND --123.22,40.54,27.0,1573.0,361.0,847.0,330.0,1.9034,49600.0,INLAND --123.12,40.54,23.0,1091.0,217.0,539.0,201.0,1.8696,61500.0,INLAND --123.21,40.51,16.0,241.0,84.0,152.0,61.0,1.375,48800.0,INLAND --123.32,40.43,15.0,661.0,146.0,131.0,57.0,0.4999,56700.0,INLAND --123.08,40.4,10.0,365.0,102.0,140.0,49.0,1.7969,37500.0,INLAND --123.17,40.31,36.0,98.0,28.0,18.0,8.0,0.536,14999.0,INLAND --123.22,40.16,27.0,1848.0,449.0,396.0,150.0,2.8472,41300.0,INLAND --123.48,40.34,19.0,518.0,108.0,216.0,80.0,2.7083,64500.0,INLAND --123.43,40.22,20.0,133.0,35.0,87.0,37.0,3.625,67500.0,INLAND --123.41,40.07,17.0,449.0,151.0,141.0,53.0,0.8362,87500.0,INLAND --118.96,36.66,18.0,1302.0,424.0,320.0,133.0,3.1964,80000.0,INLAND --119.12,36.54,30.0,2747.0,515.0,1368.0,453.0,2.9828,85200.0,INLAND --118.96,36.49,24.0,1268.0,269.0,636.0,183.0,1.742,118800.0,INLAND --118.65,36.57,20.0,1431.0,416.0,570.0,225.0,1.4821,143300.0,INLAND --118.86,36.41,20.0,2749.0,575.0,1195.0,491.0,3.0391,139700.0,INLAND --118.94,36.32,10.0,2271.0,398.0,986.0,358.0,4.0703,147100.0,INLAND --119.26,36.61,33.0,560.0,90.0,310.0,113.0,2.5417,118800.0,INLAND --119.25,36.56,35.0,1675.0,373.0,1131.0,316.0,1.6722,59100.0,INLAND --119.28,36.54,33.0,1470.0,330.0,1222.0,301.0,1.8163,57400.0,INLAND --119.29,36.54,18.0,2581.0,628.0,2732.0,592.0,1.8429,58300.0,INLAND --119.29,36.55,21.0,2467.0,520.0,1721.0,515.0,2.5521,65600.0,INLAND --119.3,36.57,32.0,728.0,,461.0,149.0,3.0156,109100.0,INLAND --119.44,36.48,27.0,1546.0,415.0,1704.0,395.0,1.1728,41700.0,INLAND --119.37,36.47,26.0,337.0,69.0,277.0,73.0,2.3438,100000.0,INLAND --119.45,36.48,38.0,402.0,86.0,311.0,87.0,3.1719,106300.0,INLAND --119.48,36.44,22.0,1389.0,290.0,1185.0,271.0,2.0857,49200.0,INLAND --119.35,36.52,39.0,3027.0,608.0,2199.0,592.0,2.6445,62000.0,INLAND --119.48,36.5,32.0,3451.0,625.0,1968.0,574.0,2.9554,110300.0,INLAND --119.43,36.55,27.0,1621.0,323.0,882.0,324.0,2.75,93500.0,INLAND --119.48,36.54,28.0,2112.0,363.0,1011.0,335.0,4.2222,108900.0,INLAND --119.4,36.55,19.0,3000.0,628.0,2202.0,590.0,2.5141,67400.0,INLAND --119.39,36.55,30.0,1669.0,314.0,837.0,325.0,3.3869,80400.0,INLAND --119.38,36.56,14.0,3965.0,804.0,1945.0,733.0,2.6906,95300.0,INLAND --119.38,36.55,31.0,2342.0,439.0,1411.0,465.0,3.017,72000.0,INLAND --119.38,36.56,25.0,1180.0,222.0,611.0,212.0,2.0729,84700.0,INLAND --119.38,36.54,33.0,2465.0,536.0,2030.0,522.0,1.5223,51800.0,INLAND --119.38,36.53,38.0,1281.0,,1423.0,293.0,1.9602,51400.0,INLAND --119.39,36.54,34.0,1590.0,422.0,1272.0,407.0,1.8068,59000.0,INLAND --119.39,36.54,30.0,1408.0,326.0,1184.0,324.0,1.7165,59100.0,INLAND --119.4,36.53,28.0,2201.0,429.0,1524.0,412.0,2.75,65000.0,INLAND --119.28,36.52,19.0,1402.0,324.0,1327.0,316.0,2.25,53200.0,INLAND --119.29,36.53,33.0,1509.0,352.0,1734.0,336.0,1.625,50300.0,INLAND --119.29,36.52,39.0,858.0,228.0,1222.0,224.0,1.5714,43000.0,INLAND --119.26,36.5,35.0,1689.0,371.0,1475.0,329.0,2.5719,74300.0,INLAND --119.1,36.43,24.0,1039.0,190.0,643.0,193.0,2.6711,71300.0,INLAND --119.1,36.42,26.0,1775.0,416.0,1217.0,383.0,1.8801,57600.0,INLAND --119.09,36.42,15.0,1517.0,361.0,1275.0,343.0,1.5875,55800.0,INLAND --119.09,36.42,17.0,877.0,219.0,966.0,218.0,2.0,52500.0,INLAND --119.1,36.4,31.0,1533.0,361.0,1518.0,386.0,1.5608,51700.0,INLAND --119.1,36.4,23.0,1885.0,363.0,1056.0,338.0,3.2159,92800.0,INLAND --119.23,36.45,36.0,1508.0,323.0,1283.0,312.0,2.1205,60000.0,INLAND --119.18,36.4,39.0,1730.0,310.0,899.0,309.0,2.6648,129200.0,INLAND --119.27,36.39,17.0,2076.0,350.0,998.0,340.0,4.3281,145700.0,INLAND --119.23,36.39,39.0,1660.0,349.0,1061.0,306.0,1.4812,53500.0,INLAND --119.21,36.39,31.0,1465.0,303.0,1013.0,297.0,2.0363,53500.0,INLAND --119.21,36.38,18.0,2158.0,413.0,1461.0,395.0,2.0216,58000.0,INLAND --119.35,36.42,18.0,1115.0,193.0,1742.0,176.0,2.7969,123800.0,INLAND --119.31,36.39,32.0,2293.0,466.0,1538.0,468.0,1.9342,68600.0,INLAND --119.45,36.35,22.0,1824.0,333.0,1076.0,282.0,2.3365,69600.0,INLAND --119.41,36.35,20.0,1743.0,340.0,1390.0,336.0,2.2222,52900.0,INLAND --119.42,36.35,20.0,1469.0,303.0,1031.0,259.0,1.6645,48000.0,INLAND --119.29,36.35,15.0,1740.0,319.0,1332.0,308.0,2.5743,60200.0,INLAND --119.29,36.34,10.0,1832.0,455.0,1664.0,429.0,2.0227,53300.0,INLAND --119.3,36.35,24.0,1855.0,416.0,1520.0,410.0,2.3304,64900.0,INLAND --119.3,36.34,27.0,1515.0,358.0,1178.0,309.0,1.4432,48100.0,INLAND --119.31,36.34,14.0,2985.0,607.0,2250.0,607.0,2.1602,65200.0,INLAND --119.32,36.36,18.0,2060.0,383.0,1348.0,397.0,3.4312,68400.0,INLAND --119.37,36.35,20.0,1132.0,177.0,518.0,178.0,5.3767,231300.0,INLAND --119.32,36.33,20.0,1896.0,266.0,674.0,277.0,9.0376,239100.0,INLAND --119.32,36.33,18.0,2603.0,478.0,1158.0,423.0,4.5938,150500.0,INLAND --119.34,36.34,5.0,4505.0,834.0,1917.0,775.0,4.0144,126600.0,INLAND --119.34,36.33,17.0,2250.0,430.0,1218.0,468.0,4.1812,93700.0,INLAND --119.35,36.33,14.0,1195.0,220.0,568.0,229.0,3.1486,105600.0,INLAND --119.36,36.33,11.0,3221.0,617.0,1351.0,565.0,2.9844,132000.0,INLAND --119.29,36.34,28.0,1440.0,431.0,2178.0,440.0,1.2634,50600.0,INLAND --119.29,36.34,35.0,1235.0,369.0,1246.0,341.0,1.474,71000.0,INLAND --119.3,36.34,45.0,3723.0,831.0,2256.0,770.0,1.8299,63100.0,INLAND --119.31,36.34,32.0,1893.0,453.0,1744.0,425.0,1.4729,54100.0,INLAND --119.29,36.33,19.0,792.0,232.0,641.0,222.0,0.7445,112500.0,INLAND --119.31,36.33,46.0,1636.0,338.0,772.0,332.0,2.425,84900.0,INLAND --119.25,36.36,16.0,3245.0,469.0,1471.0,450.0,5.8673,154800.0,INLAND --119.27,36.34,7.0,3433.0,626.0,1793.0,626.0,3.5296,83700.0,INLAND --119.28,36.35,7.0,3598.0,701.0,2080.0,678.0,3.1111,72400.0,INLAND --119.28,36.33,10.0,1051.0,297.0,927.0,274.0,0.78,55500.0,INLAND --119.27,36.34,26.0,2057.0,472.0,1453.0,439.0,2.4113,58600.0,INLAND --119.24,36.33,9.0,3289.0,621.0,1866.0,631.0,3.1599,95000.0,INLAND --119.19,36.34,33.0,2199.0,403.0,1245.0,394.0,2.73,96900.0,INLAND --119.09,36.35,21.0,3146.0,595.0,1580.0,513.0,2.7857,92700.0,INLAND --119.11,36.29,18.0,1666.0,294.0,859.0,301.0,2.6065,93800.0,INLAND --119.13,36.3,33.0,3379.0,612.0,1565.0,618.0,2.7321,76500.0,INLAND --119.12,36.29,29.0,1638.0,323.0,942.0,322.0,2.1731,66200.0,INLAND --119.16,36.28,18.0,2377.0,414.0,1359.0,424.0,4.4,79300.0,INLAND --119.16,36.31,7.0,2946.0,664.0,1608.0,622.0,1.6829,80200.0,INLAND --119.15,36.29,18.0,1435.0,,657.0,254.0,2.4281,72500.0,INLAND --119.14,36.29,32.0,2084.0,482.0,1410.0,420.0,1.5321,48300.0,INLAND --119.14,36.29,36.0,788.0,181.0,405.0,180.0,1.47,61900.0,INLAND --119.2,36.3,19.0,1427.0,311.0,1026.0,293.0,2.625,57000.0,INLAND --119.2,36.3,32.0,1355.0,363.0,1427.0,384.0,1.3444,45600.0,INLAND --119.21,36.3,23.0,951.0,235.0,806.0,222.0,1.7734,41400.0,INLAND --119.21,36.3,18.0,1433.0,265.0,1092.0,276.0,1.9135,49400.0,INLAND --119.22,36.31,17.0,2079.0,459.0,2022.0,462.0,1.5464,54100.0,INLAND --119.25,36.27,23.0,1494.0,275.0,678.0,235.0,2.6875,69100.0,INLAND --119.2,36.28,22.0,2295.0,508.0,1654.0,478.0,1.684,65900.0,INLAND --119.29,36.32,27.0,1513.0,374.0,839.0,350.0,1.2012,64600.0,INLAND --119.29,36.32,35.0,1898.0,481.0,1123.0,433.0,1.1419,62900.0,INLAND --119.28,36.32,29.0,2274.0,514.0,1234.0,521.0,1.9138,66900.0,INLAND --119.29,36.32,33.0,2107.0,451.0,1364.0,442.0,2.2024,67200.0,INLAND --119.28,36.32,16.0,2812.0,514.0,1620.0,523.0,3.7404,89200.0,INLAND --119.27,36.32,6.0,2881.0,518.0,1432.0,504.0,4.0806,110200.0,INLAND --119.27,36.32,9.0,3631.0,635.0,1881.0,628.0,4.7723,113100.0,INLAND --119.25,36.32,32.0,1821.0,345.0,812.0,299.0,2.75,72200.0,INLAND --119.26,36.3,18.0,3578.0,720.0,1540.0,640.0,2.425,84600.0,INLAND --119.3,36.33,44.0,2060.0,414.0,819.0,355.0,2.8795,77000.0,INLAND --119.3,36.32,23.0,3521.0,615.0,1712.0,636.0,3.3875,92500.0,INLAND --119.31,36.32,44.0,2032.0,308.0,791.0,336.0,4.0298,109000.0,INLAND --119.31,36.32,23.0,2945.0,592.0,1419.0,532.0,2.5733,88800.0,INLAND --119.29,36.31,14.0,2382.0,377.0,1278.0,386.0,5.1896,101900.0,INLAND --119.29,36.31,34.0,1439.0,253.0,607.0,223.0,3.0972,82800.0,INLAND --119.3,36.31,16.0,2234.0,357.0,1150.0,361.0,4.2778,97300.0,INLAND --119.31,36.31,18.0,3860.0,760.0,1643.0,664.0,2.0714,92600.0,INLAND --119.31,36.3,20.0,1256.0,209.0,566.0,195.0,4.0221,86300.0,INLAND --119.3,36.3,14.0,3023.0,469.0,1523.0,492.0,5.3602,118600.0,INLAND --119.29,36.3,20.0,1157.0,179.0,572.0,191.0,5.3495,177300.0,INLAND --119.33,36.32,16.0,3331.0,839.0,1955.0,763.0,1.6148,86600.0,INLAND --119.34,36.32,14.0,1204.0,227.0,633.0,247.0,3.925,83800.0,INLAND --119.35,36.32,10.0,3817.0,719.0,1686.0,714.0,3.8235,94600.0,INLAND --119.34,36.32,6.0,3266.0,604.0,1769.0,580.0,3.1574,89200.0,INLAND --119.33,36.32,20.0,2025.0,328.0,1039.0,346.0,3.5313,82800.0,INLAND --119.32,36.32,35.0,2316.0,387.0,849.0,378.0,4.3816,88600.0,INLAND --119.33,36.32,23.0,3137.0,628.0,1446.0,548.0,2.5,85500.0,INLAND --119.33,36.32,19.0,2778.0,431.0,1092.0,451.0,5.2561,121300.0,INLAND --119.32,36.32,29.0,2409.0,436.0,1142.0,440.0,3.6895,87700.0,INLAND --119.32,36.31,21.0,2309.0,424.0,1047.0,453.0,2.9886,87500.0,INLAND --119.33,36.31,17.0,2401.0,409.0,1100.0,409.0,4.0577,107300.0,INLAND --119.33,36.31,15.0,1472.0,228.0,892.0,257.0,5.3909,113000.0,INLAND --119.33,36.3,11.0,3045.0,,1563.0,516.0,5.4337,133800.0,INLAND --119.32,36.3,15.0,2864.0,571.0,1480.0,475.0,2.9698,93400.0,INLAND --119.34,36.31,14.0,1635.0,422.0,870.0,399.0,2.7,88900.0,INLAND --119.34,36.3,13.0,2394.0,458.0,1177.0,389.0,2.6875,74400.0,INLAND --119.33,36.3,12.0,2172.0,352.0,1013.0,354.0,4.9464,115600.0,INLAND --119.38,36.3,14.0,1932.0,330.0,997.0,291.0,3.6875,93200.0,INLAND --119.33,36.28,16.0,2624.0,527.0,1077.0,520.0,2.125,104200.0,INLAND --119.32,36.3,14.0,1680.0,343.0,931.0,350.0,2.7336,89200.0,INLAND --119.29,36.28,23.0,1895.0,340.0,749.0,313.0,2.2333,120100.0,INLAND --119.46,36.25,32.0,1702.0,348.0,1016.0,350.0,2.5,73600.0,INLAND --119.4,36.25,25.0,1696.0,279.0,909.0,291.0,2.3,132800.0,INLAND --119.36,36.22,10.0,2445.0,526.0,1262.0,476.0,1.9355,68300.0,INLAND --119.37,36.22,19.0,1673.0,318.0,1298.0,343.0,2.706,64800.0,INLAND --119.36,36.21,18.0,1082.0,202.0,793.0,213.0,2.4032,60000.0,INLAND --119.35,36.22,32.0,1290.0,304.0,852.0,309.0,1.4429,54600.0,INLAND --119.35,36.21,26.0,2481.0,586.0,1445.0,498.0,1.6378,60300.0,INLAND --119.36,36.21,25.0,1170.0,259.0,804.0,257.0,1.3889,50200.0,INLAND --119.37,36.21,35.0,2228.0,476.0,1567.0,449.0,1.4455,54100.0,INLAND --119.34,36.23,12.0,4965.0,872.0,2191.0,804.0,3.5611,90200.0,INLAND --119.35,36.22,29.0,2051.0,351.0,915.0,343.0,3.1944,106800.0,INLAND --119.34,36.22,38.0,2708.0,460.0,1260.0,455.0,3.0905,78200.0,INLAND --119.33,36.22,29.0,1735.0,323.0,805.0,293.0,3.5039,89900.0,INLAND --119.33,36.21,38.0,3115.0,622.0,1238.0,606.0,2.6083,67000.0,INLAND --119.34,36.21,30.0,749.0,214.0,537.0,199.0,0.8229,68400.0,INLAND --119.33,36.22,9.0,3748.0,644.0,1955.0,620.0,4.2011,108100.0,INLAND --119.32,36.22,5.0,2319.0,438.0,1283.0,423.0,3.6343,95400.0,INLAND --119.32,36.21,29.0,1220.0,232.0,619.0,246.0,3.3125,78300.0,INLAND --119.32,36.25,21.0,1231.0,,609.0,206.0,2.8365,90000.0,INLAND --119.25,36.23,24.0,2015.0,355.0,1031.0,351.0,3.4306,139200.0,INLAND --119.27,36.18,23.0,3180.0,547.0,1829.0,498.0,2.6098,66000.0,INLAND --119.29,36.12,24.0,1248.0,226.0,641.0,200.0,2.4722,129200.0,INLAND --119.14,36.23,22.0,2935.0,523.0,1927.0,530.0,2.5875,70400.0,INLAND --119.12,36.19,21.0,2645.0,464.0,1245.0,407.0,2.9145,114200.0,INLAND --119.08,36.22,28.0,1606.0,320.0,1158.0,317.0,3.0324,55600.0,INLAND --119.08,36.21,20.0,1911.0,389.0,1241.0,348.0,2.5156,59300.0,INLAND --119.09,36.22,34.0,1715.0,290.0,780.0,297.0,3.4306,74300.0,INLAND --119.09,36.21,43.0,1335.0,280.0,943.0,288.0,1.9861,47700.0,INLAND --119.09,36.21,38.0,1901.0,453.0,1613.0,400.0,1.8828,44600.0,INLAND --119.1,36.21,38.0,727.0,173.0,559.0,176.0,2.4653,49500.0,INLAND --119.11,36.21,10.0,1972.0,455.0,1469.0,442.0,1.5407,58400.0,INLAND --118.74,36.23,22.0,1033.0,232.0,442.0,136.0,2.6447,137500.0,INLAND --118.93,36.19,30.0,2685.0,546.0,951.0,523.0,2.6184,113900.0,INLAND --118.82,36.13,43.0,1281.0,287.0,534.0,231.0,2.8906,65700.0,INLAND --118.54,36.12,11.0,4103.0,882.0,356.0,171.0,2.1029,99100.0,INLAND --118.37,36.19,10.0,443.0,111.0,48.0,21.0,3.125,71300.0,INLAND --118.7,35.82,20.0,4642.0,1300.0,658.0,247.0,2.3937,82100.0,INLAND --118.86,35.9,38.0,298.0,55.0,161.0,47.0,4.125,71300.0,INLAND --118.73,36.01,14.0,3263.0,651.0,1910.0,594.0,2.8603,128900.0,INLAND --119.08,36.2,30.0,1677.0,358.0,1159.0,365.0,2.4554,61200.0,INLAND --119.1,36.19,17.0,1564.0,396.0,713.0,362.0,1.6186,77100.0,INLAND --119.34,36.21,22.0,3065.0,726.0,2165.0,738.0,1.4792,54400.0,INLAND --119.34,36.2,12.0,1632.0,378.0,1303.0,315.0,2.0333,54400.0,INLAND --119.33,36.19,27.0,418.0,163.0,332.0,141.0,1.0714,63800.0,INLAND --119.31,36.2,23.0,1837.0,332.0,1064.0,335.0,3.1453,74500.0,INLAND --119.32,36.21,25.0,2360.0,460.0,1424.0,436.0,2.3152,63100.0,INLAND --119.32,36.2,25.0,1427.0,246.0,772.0,221.0,2.2262,64500.0,INLAND --119.32,36.2,15.0,1562.0,275.0,961.0,287.0,3.4231,83300.0,INLAND --119.32,36.19,11.0,1281.0,291.0,861.0,313.0,1.0962,72300.0,INLAND --119.32,36.19,11.0,3136.0,620.0,2013.0,583.0,3.335,69700.0,INLAND --119.35,36.2,31.0,1783.0,382.0,1266.0,358.0,2.2264,50800.0,INLAND --119.35,36.2,29.0,1938.0,404.0,1487.0,414.0,1.7462,51100.0,INLAND --119.36,36.2,33.0,1955.0,398.0,1412.0,397.0,2.25,51500.0,INLAND --119.37,36.19,24.0,1306.0,266.0,889.0,276.0,2.4922,66100.0,INLAND --119.35,36.19,6.0,958.0,226.0,734.0,230.0,1.0349,67800.0,INLAND --119.45,36.16,27.0,2119.0,373.0,1268.0,345.0,2.8152,106900.0,INLAND --119.35,36.16,21.0,2751.0,602.0,1496.0,489.0,2.3882,49200.0,INLAND --119.45,36.09,18.0,408.0,82.0,253.0,75.0,2.0313,112500.0,INLAND --119.31,36.06,20.0,2236.0,434.0,1405.0,412.0,1.8827,48700.0,INLAND --119.4,36.04,39.0,915.0,199.0,580.0,175.0,1.8894,112500.0,INLAND --119.27,36.05,29.0,1016.0,174.0,481.0,140.0,2.2917,112500.0,INLAND --119.21,36.1,30.0,1471.0,373.0,1418.0,357.0,1.7432,42500.0,INLAND --119.19,36.06,29.0,1815.0,376.0,1421.0,339.0,1.9091,71300.0,INLAND --119.19,36.14,41.0,759.0,140.0,408.0,129.0,3.9,85900.0,INLAND --119.13,36.13,28.0,1673.0,385.0,1434.0,371.0,2.0586,40900.0,INLAND --119.08,36.13,21.0,2271.0,376.0,1145.0,372.0,3.1528,113700.0,INLAND --119.03,36.13,24.0,2259.0,408.0,1169.0,395.0,1.7106,95500.0,INLAND --119.06,36.15,20.0,1282.0,273.0,852.0,247.0,1.6354,49000.0,INLAND --119.06,36.15,25.0,2402.0,478.0,1527.0,461.0,2.3194,52900.0,INLAND --119.14,36.06,32.0,1838.0,441.0,1628.0,425.0,1.6452,41500.0,INLAND --119.12,36.05,27.0,1575.0,321.0,1063.0,317.0,2.1477,53900.0,INLAND --119.08,36.02,26.0,1748.0,346.0,891.0,303.0,1.9439,62100.0,INLAND --119.01,36.02,17.0,3915.0,742.0,1768.0,688.0,2.375,79800.0,INLAND --118.92,36.04,28.0,1148.0,233.0,521.0,212.0,2.9208,98500.0,INLAND --119.08,36.09,25.0,1880.0,339.0,1003.0,315.0,2.7298,103400.0,INLAND --119.06,36.1,21.0,1344.0,249.0,868.0,221.0,2.5893,63600.0,INLAND --119.06,36.09,11.0,2572.0,454.0,1402.0,415.0,3.6786,72900.0,INLAND --119.04,36.09,15.0,2288.0,401.0,1238.0,429.0,3.0278,77400.0,INLAND --119.05,36.09,9.0,3297.0,568.0,1749.0,568.0,4.0217,99200.0,INLAND --119.04,36.07,17.0,2623.0,659.0,1912.0,618.0,1.5893,52000.0,INLAND --119.06,36.08,19.0,2554.0,443.0,1301.0,419.0,4.1856,72100.0,INLAND --119.07,36.08,5.0,2693.0,508.0,1785.0,491.0,3.0,71000.0,INLAND --119.07,36.07,11.0,2265.0,382.0,1285.0,387.0,3.2042,76200.0,INLAND --119.06,36.07,20.0,2683.0,553.0,1497.0,548.0,1.7031,64600.0,INLAND --119.05,36.07,21.0,2472.0,523.0,1238.0,504.0,1.7756,62900.0,INLAND --119.05,36.06,23.0,2344.0,407.0,1184.0,406.0,3.1625,70600.0,INLAND --119.02,36.09,15.0,2234.0,415.0,1254.0,420.0,3.0234,88600.0,INLAND --119.01,36.08,31.0,1620.0,366.0,1154.0,348.0,1.8857,55500.0,INLAND --119.03,36.08,19.0,2736.0,549.0,1432.0,503.0,2.6944,67700.0,INLAND --119.03,36.08,19.0,2471.0,431.0,1040.0,426.0,3.25,80600.0,INLAND --119.04,36.07,26.0,2185.0,435.0,1108.0,419.0,2.2277,78000.0,INLAND --119.03,36.07,26.0,3210.0,646.0,1908.0,642.0,2.4167,77600.0,INLAND --119.02,36.07,29.0,2610.0,597.0,1659.0,571.0,1.5911,60800.0,INLAND --119.02,36.07,39.0,1173.0,269.0,702.0,232.0,1.6146,53100.0,INLAND --119.01,36.07,44.0,2450.0,575.0,1330.0,508.0,1.6103,50900.0,INLAND --118.93,36.1,19.0,2988.0,681.0,1654.0,576.0,2.3792,90000.0,INLAND --118.98,36.06,33.0,2043.0,443.0,1497.0,417.0,2.343,47400.0,INLAND --119.0,36.05,24.0,3208.0,691.0,1986.0,662.0,1.5506,52300.0,INLAND --118.97,36.06,26.0,1289.0,262.0,1100.0,244.0,1.975,51400.0,INLAND --118.99,36.07,21.0,983.0,165.0,672.0,169.0,2.975,63900.0,INLAND --118.99,36.06,19.0,2153.0,458.0,1317.0,386.0,1.7564,42600.0,INLAND --119.0,36.06,41.0,937.0,158.0,396.0,142.0,4.0833,81300.0,INLAND --119.0,36.07,20.0,1042.0,183.0,509.0,175.0,2.9815,73000.0,INLAND --119.03,36.06,36.0,1925.0,443.0,1405.0,422.0,2.162,51900.0,INLAND --119.02,36.06,41.0,2279.0,538.0,1908.0,511.0,1.3952,43100.0,INLAND --119.01,36.06,25.0,1505.0,,1392.0,359.0,1.6812,47700.0,INLAND --119.01,36.05,27.0,1127.0,294.0,839.0,276.0,1.3807,53100.0,INLAND --119.02,36.05,22.0,2078.0,431.0,1336.0,456.0,2.2202,65200.0,INLAND --119.42,35.97,21.0,554.0,121.0,426.0,122.0,2.3516,47500.0,INLAND --119.31,35.99,26.0,1460.0,316.0,880.0,286.0,1.3676,47800.0,INLAND --119.28,35.99,20.0,2911.0,597.0,1746.0,588.0,1.7372,51000.0,INLAND --119.19,35.96,25.0,2014.0,402.0,1160.0,362.0,1.881,52500.0,INLAND --119.46,35.86,22.0,1750.0,374.0,1113.0,338.0,1.505,42700.0,INLAND --119.3,35.87,20.0,1934.0,377.0,1341.0,336.0,2.1434,62600.0,INLAND --119.12,35.85,37.0,736.0,166.0,564.0,138.0,2.4167,58300.0,INLAND --119.1,35.79,19.0,1809.0,477.0,2051.0,416.0,1.8144,49800.0,INLAND --119.27,35.89,18.0,1855.0,424.0,1839.0,392.0,1.7572,53300.0,INLAND --119.27,35.88,32.0,1393.0,343.0,1282.0,336.0,1.5069,43700.0,INLAND --119.27,35.87,12.0,972.0,269.0,1134.0,286.0,1.63,49500.0,INLAND --119.26,35.87,24.0,1590.0,390.0,1686.0,372.0,1.6469,47600.0,INLAND --119.06,35.94,18.0,3501.0,721.0,2009.0,660.0,2.6576,65700.0,INLAND --119.04,35.96,18.0,1187.0,308.0,1343.0,277.0,1.875,51700.0,INLAND --119.04,35.95,25.0,1009.0,246.0,994.0,222.0,1.8462,55800.0,INLAND --118.96,35.87,17.0,1668.0,307.0,888.0,277.0,3.7794,96200.0,INLAND --120.4,38.0,17.0,2098.0,370.0,912.0,354.0,2.6544,112600.0,INLAND --120.39,38.0,33.0,2177.0,404.0,891.0,383.0,3.212,105200.0,INLAND --120.4,37.98,19.0,2010.0,433.0,910.0,390.0,2.6696,121200.0,INLAND --120.39,37.98,52.0,1056.0,274.0,584.0,255.0,2.1513,86700.0,INLAND --120.37,38.01,30.0,473.0,,242.0,93.0,2.5417,123200.0,INLAND --120.35,37.99,3.0,1167.0,306.0,422.0,186.0,2.4191,217500.0,INLAND --120.38,37.99,36.0,2864.0,603.0,1155.0,565.0,2.3571,113400.0,INLAND --120.37,37.98,29.0,2508.0,591.0,1112.0,550.0,1.6021,91400.0,INLAND --120.38,37.97,47.0,1060.0,219.0,496.0,205.0,2.5781,104800.0,INLAND --120.26,38.13,17.0,301.0,94.0,122.0,47.0,4.0583,87500.0,INLAND --120.28,38.07,13.0,1996.0,410.0,618.0,218.0,2.9083,104600.0,INLAND --120.4,38.06,12.0,1430.0,310.0,517.0,240.0,2.6544,128100.0,INLAND --120.35,38.04,16.0,1499.0,326.0,733.0,286.0,2.5729,118800.0,INLAND --120.39,38.03,20.0,1551.0,309.0,647.0,228.0,2.6094,139100.0,INLAND --120.41,38.03,14.0,2061.0,465.0,859.0,462.0,2.1289,115300.0,INLAND --120.43,38.02,15.0,1613.0,299.0,655.0,251.0,3.6875,186000.0,INLAND --120.31,38.02,11.0,2366.0,398.0,1046.0,387.0,3.8203,139700.0,INLAND --120.3,38.04,6.0,1281.0,245.0,422.0,160.0,3.2875,111300.0,INLAND --120.28,38.03,13.0,2095.0,391.0,860.0,331.0,3.6838,145700.0,INLAND --120.27,38.02,13.0,3839.0,715.0,1486.0,532.0,3.1875,99800.0,INLAND --120.29,38.01,12.0,3014.0,560.0,1424.0,485.0,3.0729,105100.0,INLAND --120.3,37.99,23.0,1908.0,383.0,984.0,374.0,2.517,153500.0,INLAND --120.33,38.0,14.0,1944.0,330.0,822.0,314.0,3.5,170700.0,INLAND --120.25,38.04,22.0,4173.0,763.0,1086.0,444.0,2.5562,136200.0,INLAND --120.25,38.03,21.0,4924.0,966.0,1175.0,454.0,2.9457,116500.0,INLAND --120.22,38.05,14.0,3803.0,689.0,1129.0,477.0,2.7188,137000.0,INLAND --120.19,38.07,43.0,102.0,19.0,44.0,13.0,0.4999,162500.0,INLAND --120.19,38.03,17.0,8651.0,1579.0,2071.0,757.0,3.1076,115800.0,INLAND --120.12,38.12,37.0,3355.0,666.0,338.0,136.0,2.0625,88900.0,INLAND --120.03,38.19,26.0,7005.0,1358.0,416.0,189.0,2.125,132500.0,INLAND --120.26,37.99,12.0,2726.0,517.0,1351.0,474.0,3.5,107100.0,INLAND --120.24,38.01,11.0,1214.0,228.0,633.0,199.0,3.125,148600.0,INLAND --120.23,37.98,14.0,1954.0,368.0,917.0,316.0,3.1523,93300.0,INLAND --120.28,37.9,17.0,1047.0,212.0,530.0,196.0,2.1538,153300.0,INLAND --120.24,37.96,34.0,1747.0,395.0,935.0,362.0,1.625,79400.0,INLAND --120.23,37.96,52.0,1230.0,262.0,609.0,243.0,2.0057,68200.0,INLAND --120.25,37.93,13.0,493.0,76.0,196.0,68.0,3.375,134100.0,INLAND --120.13,37.93,5.0,111.0,26.0,58.0,25.0,1.675,112500.0,INLAND --120.35,37.98,4.0,1658.0,301.0,676.0,278.0,3.5714,149500.0,INLAND --120.33,37.97,17.0,2530.0,526.0,1024.0,496.0,2.0057,118900.0,INLAND --120.3,37.97,17.0,3243.0,619.0,1408.0,566.0,2.474,120100.0,INLAND --120.29,37.94,17.0,1459.0,297.0,753.0,271.0,3.05,144800.0,INLAND --120.32,37.91,16.0,108.0,18.0,54.0,22.0,4.375,100000.0,INLAND --120.35,37.86,25.0,287.0,57.0,118.0,50.0,2.3056,162500.0,INLAND --120.23,37.86,16.0,324.0,61.0,135.0,61.0,2.4615,137500.0,INLAND --120.2,37.84,9.0,13670.0,2453.0,2811.0,1193.0,3.2589,137900.0,INLAND --120.2,37.8,30.0,1189.0,255.0,446.0,165.0,3.4838,112500.0,INLAND --119.93,37.85,18.0,473.0,115.0,88.0,41.0,4.0833,137500.0,INLAND --119.57,37.94,17.0,346.0,130.0,51.0,20.0,3.4861,137500.0,INLAND --120.47,37.96,25.0,2505.0,529.0,1145.0,483.0,2.006,103000.0,INLAND --120.42,37.98,18.0,3059.0,609.0,1335.0,581.0,2.5129,115900.0,INLAND --120.42,37.95,19.0,2787.0,578.0,1208.0,532.0,2.4922,98700.0,INLAND --120.39,37.96,10.0,2554.0,501.0,922.0,439.0,2.1094,164000.0,INLAND --120.4,37.92,22.0,1022.0,194.0,517.0,198.0,3.625,99400.0,INLAND --120.35,37.95,13.0,2104.0,407.0,960.0,401.0,2.4,177000.0,INLAND --120.41,37.88,16.0,744.0,141.0,311.0,122.0,4.4231,87500.0,INLAND --120.45,37.79,8.0,2687.0,495.0,5087.0,385.0,3.1719,115400.0,INLAND --119.31,34.7,19.0,961.0,218.0,479.0,138.0,3.3438,156300.0,INLAND --119.06,34.62,10.0,416.0,110.0,436.0,70.0,2.2222,262500.0,<1H OCEAN --118.75,34.42,28.0,1000.0,206.0,545.0,154.0,2.4167,191700.0,<1H OCEAN --118.8,34.41,45.0,1610.0,,1148.0,347.0,2.7,120400.0,<1H OCEAN --118.88,34.42,20.0,728.0,120.0,360.0,115.0,6.1244,375000.0,<1H OCEAN --118.98,34.4,34.0,1328.0,244.0,795.0,227.0,4.4219,338100.0,<1H OCEAN --118.93,34.36,33.0,1775.0,309.0,1071.0,296.0,4.6607,187900.0,<1H OCEAN --118.93,34.4,17.0,3275.0,599.0,2422.0,637.0,3.7092,190500.0,<1H OCEAN --118.92,34.4,23.0,1290.0,283.0,1060.0,279.0,3.3152,198000.0,<1H OCEAN --118.92,34.41,22.0,2702.0,655.0,2664.0,571.0,3.0893,173400.0,<1H OCEAN --118.9,34.41,35.0,4431.0,739.0,2304.0,720.0,4.2599,209100.0,<1H OCEAN --118.91,34.4,30.0,2861.0,613.0,2065.0,586.0,3.2024,176100.0,<1H OCEAN --118.9,34.4,16.0,2614.0,575.0,1163.0,524.0,1.5781,134400.0,<1H OCEAN --119.06,34.38,33.0,1465.0,262.0,731.0,266.0,3.9464,230300.0,<1H OCEAN --119.06,34.37,32.0,3885.0,759.0,2504.0,736.0,3.6453,201700.0,<1H OCEAN --119.05,34.36,22.0,1815.0,506.0,2428.0,473.0,2.8417,162500.0,<1H OCEAN --119.05,34.4,50.0,1236.0,282.0,1079.0,257.0,2.6991,181300.0,<1H OCEAN --119.1,34.31,21.0,2424.0,527.0,1379.0,484.0,2.6786,184000.0,<1H OCEAN --119.04,34.34,35.0,462.0,90.0,334.0,96.0,5.3582,281300.0,<1H OCEAN --119.06,34.36,52.0,1409.0,359.0,981.0,304.0,2.7951,199300.0,<1H OCEAN --119.06,34.36,52.0,1239.0,320.0,934.0,298.0,1.8618,183300.0,<1H OCEAN --119.06,34.35,34.0,2426.0,646.0,2116.0,631.0,2.0682,158300.0,<1H OCEAN --119.05,34.35,39.0,950.0,300.0,1366.0,312.0,2.2443,146600.0,<1H OCEAN --119.09,34.35,20.0,4725.0,881.0,2823.0,869.0,4.0122,214800.0,<1H OCEAN --119.08,34.35,24.0,3663.0,828.0,2718.0,778.0,3.2757,186000.0,<1H OCEAN --119.08,34.34,23.0,3065.0,723.0,2042.0,698.0,2.7593,194800.0,<1H OCEAN --119.11,34.33,14.0,4026.0,769.0,1825.0,671.0,3.5541,191800.0,<1H OCEAN --119.12,34.38,28.0,7200.0,1281.0,3793.0,1238.0,4.075,237900.0,<1H OCEAN --119.06,34.36,48.0,1459.0,324.0,902.0,350.0,2.4185,189900.0,<1H OCEAN --119.23,34.44,34.0,3193.0,664.0,1434.0,627.0,2.4777,260300.0,<1H OCEAN --119.26,34.46,30.0,3826.0,691.0,1656.0,657.0,4.0074,434700.0,<1H OCEAN --119.23,34.46,34.0,9280.0,1765.0,4514.0,1693.0,3.2026,227600.0,<1H OCEAN --119.19,34.46,39.0,2056.0,381.0,939.0,371.0,6.6257,427600.0,<1H OCEAN --119.23,34.42,16.0,630.0,117.0,343.0,100.0,5.75,325000.0,<1H OCEAN --119.27,34.45,15.0,1659.0,274.0,679.0,253.0,5.0,357900.0,<1H OCEAN --119.15,34.44,33.0,2005.0,392.0,1043.0,351.0,5.308,297900.0,<1H OCEAN --119.14,34.49,17.0,321.0,44.0,92.0,39.0,7.75,375000.0,<1H OCEAN --119.31,34.41,22.0,2612.0,494.0,1361.0,439.0,4.1319,245000.0,NEAR OCEAN --119.31,34.38,23.0,282.0,69.0,130.0,57.0,2.4375,225000.0,NEAR OCEAN --119.29,34.37,41.0,1408.0,311.0,793.0,264.0,2.5441,161200.0,NEAR OCEAN --119.34,34.39,27.0,669.0,131.0,314.0,106.0,2.4659,231300.0,NEAR OCEAN --119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,500001.0,NEAR OCEAN --119.28,34.45,36.0,2376.0,541.0,1505.0,547.0,2.4595,197600.0,<1H OCEAN --119.29,34.45,26.0,2849.0,535.0,1383.0,532.0,2.6893,230800.0,<1H OCEAN --119.29,34.44,34.0,4314.0,878.0,2361.0,831.0,3.2279,243100.0,NEAR OCEAN --119.27,34.44,22.0,3527.0,711.0,1483.0,640.0,2.7019,234700.0,<1H OCEAN --119.28,34.42,23.0,4763.0,828.0,2198.0,771.0,4.8105,313000.0,NEAR OCEAN --119.3,34.42,18.0,5591.0,1042.0,2860.0,1026.0,3.5822,219900.0,NEAR OCEAN --119.29,34.4,22.0,3891.0,657.0,1727.0,581.0,4.2656,241400.0,NEAR OCEAN --119.3,34.39,35.0,3079.0,579.0,1807.0,589.0,4.69,199300.0,NEAR OCEAN --119.17,34.29,28.0,731.0,155.0,285.0,162.0,3.2917,225000.0,NEAR OCEAN --119.17,34.29,18.0,3932.0,724.0,1896.0,680.0,5.2953,279400.0,NEAR OCEAN --119.17,34.31,21.0,259.0,38.0,142.0,45.0,5.2681,500001.0,NEAR OCEAN --119.15,34.3,21.0,2475.0,502.0,1269.0,505.0,2.98,259200.0,NEAR OCEAN --119.19,34.28,28.0,3231.0,524.0,1665.0,540.0,4.8583,224200.0,NEAR OCEAN --119.18,34.28,17.0,4526.0,717.0,2088.0,655.0,5.6885,268200.0,NEAR OCEAN --119.19,34.3,25.0,2197.0,320.0,934.0,330.0,6.311,283200.0,NEAR OCEAN --119.22,34.34,29.0,3128.0,672.0,1815.0,648.0,2.9821,175700.0,NEAR OCEAN --119.39,34.32,19.0,3238.0,629.0,1195.0,443.0,4.8472,500001.0,NEAR OCEAN --119.32,34.35,16.0,52.0,16.0,51.0,15.0,2.475,225000.0,NEAR OCEAN --119.14,34.29,17.0,2754.0,577.0,1349.0,533.0,3.1618,154200.0,<1H OCEAN --119.16,34.28,30.0,413.0,98.0,400.0,112.0,4.0,219200.0,NEAR OCEAN --119.16,34.28,11.0,5330.0,1056.0,2801.0,1028.0,4.763,232700.0,NEAR OCEAN --119.16,34.27,24.0,1824.0,331.0,1049.0,320.0,5.9181,221100.0,NEAR OCEAN --119.14,34.28,31.0,790.0,241.0,1095.0,222.0,2.25,75000.0,NEAR OCEAN --119.18,34.27,6.0,2307.0,386.0,910.0,364.0,5.215,279500.0,NEAR OCEAN --119.17,34.27,24.0,4165.0,646.0,2194.0,658.0,6.0661,234800.0,NEAR OCEAN --119.17,34.27,18.0,8010.0,1539.0,3982.0,1483.0,4.0905,236500.0,NEAR OCEAN --119.17,34.26,10.0,3654.0,541.0,1638.0,551.0,6.1885,267300.0,NEAR OCEAN --119.22,34.27,11.0,4695.0,955.0,2065.0,982.0,3.2158,223600.0,NEAR OCEAN --119.21,34.26,31.0,224.0,88.0,326.0,88.0,2.375,55000.0,NEAR OCEAN --119.21,34.26,10.0,3150.0,781.0,1582.0,653.0,4.2448,157300.0,NEAR OCEAN --119.22,34.26,16.0,2596.0,625.0,1403.0,562.0,3.4018,145200.0,NEAR OCEAN --119.2,34.27,8.0,4942.0,1173.0,3012.0,1033.0,3.445,203400.0,NEAR OCEAN --119.21,34.26,23.0,2887.0,540.0,1508.0,518.0,3.3452,217600.0,NEAR OCEAN --119.2,34.26,13.0,3009.0,588.0,1439.0,607.0,4.1845,199500.0,NEAR OCEAN --119.19,34.26,16.0,5018.0,853.0,2524.0,830.0,5.1752,218000.0,NEAR OCEAN --119.18,34.26,22.0,2334.0,359.0,1298.0,363.0,5.5275,228900.0,NEAR OCEAN --119.19,34.25,12.0,232.0,37.0,79.0,35.0,4.1667,214600.0,NEAR OCEAN --119.21,34.26,26.0,2406.0,411.0,1313.0,391.0,4.9079,234100.0,NEAR OCEAN --119.2,34.26,25.0,2203.0,367.0,1194.0,377.0,5.4087,223200.0,NEAR OCEAN --119.2,34.25,18.0,3208.0,643.0,1973.0,614.0,3.8162,235000.0,NEAR OCEAN --119.2,34.25,25.0,195.0,59.0,140.0,43.0,3.8889,187500.0,NEAR OCEAN --119.2,34.28,22.0,2362.0,601.0,1127.0,499.0,3.4006,219400.0,NEAR OCEAN --119.22,34.27,30.0,1937.0,295.0,695.0,313.0,5.0679,234300.0,NEAR OCEAN --119.23,34.27,22.0,3536.0,615.0,1650.0,612.0,4.2381,229300.0,NEAR OCEAN --119.21,34.31,22.0,7548.0,1038.0,2855.0,1008.0,6.729,409300.0,NEAR OCEAN --119.21,34.28,27.0,2219.0,312.0,937.0,315.0,5.7601,281100.0,NEAR OCEAN --119.23,34.3,18.0,1713.0,244.0,690.0,239.0,6.9483,404300.0,NEAR OCEAN --119.23,34.28,24.0,4260.0,691.0,1581.0,607.0,5.5048,303600.0,NEAR OCEAN --119.22,34.28,24.0,2212.0,332.0,899.0,331.0,5.533,299700.0,NEAR OCEAN --119.22,34.28,33.0,2467.0,377.0,1052.0,363.0,4.7333,257500.0,NEAR OCEAN --119.25,34.28,36.0,1530.0,341.0,703.0,317.0,3.5819,231900.0,NEAR OCEAN --119.26,34.28,41.0,2822.0,564.0,1288.0,541.0,3.0799,254100.0,NEAR OCEAN --119.25,34.3,34.0,1189.0,220.0,445.0,203.0,4.8824,396400.0,NEAR OCEAN --119.25,34.28,36.0,2232.0,373.0,951.0,368.0,5.2261,303200.0,NEAR OCEAN --119.24,34.28,41.0,1280.0,240.0,608.0,252.0,4.4038,229100.0,NEAR OCEAN --119.26,34.28,41.0,1835.0,311.0,683.0,308.0,4.8977,358200.0,NEAR OCEAN --119.27,34.28,52.0,2239.0,420.0,941.0,397.0,4.125,349000.0,NEAR OCEAN --119.27,34.29,32.0,2274.0,406.0,982.0,393.0,5.3254,385200.0,NEAR OCEAN --119.29,34.29,33.0,3854.0,982.0,1835.0,894.0,3.5294,323900.0,NEAR OCEAN --119.29,34.3,24.0,7637.0,1705.0,4647.0,1623.0,3.5385,186800.0,NEAR OCEAN --119.3,34.29,41.0,1445.0,410.0,1052.0,388.0,2.6333,170800.0,NEAR OCEAN --119.3,34.29,50.0,3128.0,825.0,2535.0,783.0,2.3669,165300.0,NEAR OCEAN --119.3,34.29,26.0,3665.0,932.0,2775.0,870.0,1.9286,160500.0,NEAR OCEAN --119.29,34.31,25.0,1092.0,190.0,702.0,215.0,3.9063,192700.0,NEAR OCEAN --119.29,34.28,38.0,2387.0,748.0,1537.0,741.0,2.3147,192500.0,NEAR OCEAN --119.3,34.27,17.0,1527.0,503.0,688.0,423.0,1.6007,187500.0,NEAR OCEAN --119.29,34.26,32.0,3295.0,764.0,1344.0,600.0,3.6007,395500.0,NEAR OCEAN --119.27,34.26,23.0,3578.0,753.0,1455.0,649.0,4.1898,359100.0,NEAR OCEAN --119.29,34.23,22.0,2486.0,608.0,709.0,523.0,2.9018,275000.0,NEAR OCEAN --119.29,34.24,27.0,4742.0,775.0,1682.0,696.0,6.194,500001.0,NEAR OCEAN --119.27,34.27,44.0,1312.0,279.0,668.0,278.0,4.09,203800.0,NEAR OCEAN --119.27,34.28,50.0,1710.0,412.0,915.0,380.0,3.1757,206300.0,NEAR OCEAN --119.27,34.27,52.0,459.0,112.0,276.0,107.0,2.375,198400.0,NEAR OCEAN --119.27,34.27,52.0,1577.0,343.0,836.0,335.0,3.5893,206600.0,NEAR OCEAN --119.28,34.27,43.0,403.0,77.0,156.0,85.0,4.6667,384600.0,NEAR OCEAN --119.28,34.27,44.0,706.0,176.0,399.0,149.0,3.0089,166700.0,NEAR OCEAN --119.25,34.27,46.0,679.0,159.0,382.0,143.0,3.5,221200.0,NEAR OCEAN --119.24,34.27,32.0,4071.0,888.0,1900.0,874.0,3.2792,220500.0,NEAR OCEAN --119.23,34.27,29.0,3298.0,804.0,1509.0,711.0,3.8125,244500.0,NEAR OCEAN --119.25,34.26,30.0,2948.0,827.0,1635.0,750.0,2.67,214900.0,NEAR OCEAN --119.25,34.27,35.0,2532.0,407.0,1338.0,422.0,4.7727,219000.0,NEAR OCEAN --119.26,34.27,36.0,1972.0,382.0,1029.0,411.0,3.7337,209000.0,NEAR OCEAN --119.26,34.27,40.0,2528.0,572.0,1318.0,549.0,3.6413,212700.0,NEAR OCEAN --119.26,34.27,42.0,918.0,204.0,394.0,204.0,4.0069,214300.0,NEAR OCEAN --119.23,34.25,28.0,26.0,3.0,29.0,9.0,8.0,275000.0,NEAR OCEAN --119.25,34.21,12.0,15201.0,2418.0,7132.0,2251.0,5.6756,301800.0,NEAR OCEAN --119.18,34.24,17.0,629.0,221.0,514.0,186.0,3.2847,112500.0,NEAR OCEAN --119.18,34.23,16.0,4609.0,1220.0,2147.0,1007.0,3.375,218800.0,NEAR OCEAN --119.19,34.22,26.0,3175.0,736.0,2460.0,775.0,3.125,219900.0,NEAR OCEAN --119.19,34.23,17.0,3889.0,748.0,2415.0,739.0,4.5,234300.0,NEAR OCEAN --119.18,34.22,15.0,4615.0,1008.0,2549.0,973.0,3.9063,198700.0,NEAR OCEAN --119.17,34.22,29.0,4188.0,816.0,2783.0,790.0,4.1949,197100.0,NEAR OCEAN --119.17,34.21,33.0,1039.0,256.0,1432.0,272.0,3.1103,143500.0,NEAR OCEAN --119.16,34.2,35.0,2183.0,636.0,3504.0,623.0,1.9704,160300.0,NEAR OCEAN --119.17,34.2,36.0,2028.0,523.0,2751.0,496.0,3.015,149300.0,NEAR OCEAN --119.17,34.2,40.0,1083.0,319.0,1843.0,349.0,2.3077,106900.0,NEAR OCEAN --119.18,34.21,30.0,1096.0,231.0,741.0,229.0,3.8625,234700.0,NEAR OCEAN --119.18,34.21,29.0,4039.0,680.0,1677.0,644.0,4.3897,257600.0,NEAR OCEAN --119.19,34.21,28.0,4194.0,811.0,2556.0,856.0,4.2227,235400.0,NEAR OCEAN --119.19,34.21,27.0,1887.0,487.0,1339.0,428.0,2.9185,224500.0,NEAR OCEAN --119.19,34.2,36.0,1293.0,312.0,1128.0,335.0,2.1542,253900.0,NEAR OCEAN --119.19,34.21,34.0,3413.0,693.0,2223.0,651.0,3.8239,208200.0,NEAR OCEAN --119.18,34.21,46.0,2062.0,484.0,1522.0,469.0,3.087,213900.0,NEAR OCEAN --119.19,34.2,18.0,3620.0,,3171.0,779.0,3.3409,220500.0,NEAR OCEAN --119.18,34.19,19.0,2393.0,,1938.0,762.0,1.6953,167400.0,NEAR OCEAN --119.18,34.2,21.0,494.0,127.0,489.0,106.0,2.6964,170800.0,NEAR OCEAN --119.18,34.19,5.0,384.0,131.0,410.0,149.0,1.5625,87500.0,NEAR OCEAN --119.27,34.17,15.0,11403.0,2131.0,3327.0,1585.0,4.3693,423300.0,NEAR OCEAN --119.23,34.19,16.0,5297.0,810.0,1489.0,667.0,6.4522,500001.0,NEAR OCEAN --119.23,34.17,18.0,6171.0,1490.0,2164.0,1210.0,3.6875,500001.0,NEAR OCEAN --119.23,34.15,18.0,6213.0,1188.0,2679.0,1000.0,3.748,380400.0,NEAR OCEAN --119.21,34.19,15.0,3797.0,692.0,2216.0,675.0,4.7443,229500.0,NEAR OCEAN --119.21,34.19,15.0,5614.0,989.0,2754.0,994.0,5.035,242900.0,NEAR OCEAN --119.22,34.18,17.0,3332.0,762.0,1797.0,673.0,4.4292,231200.0,NEAR OCEAN --119.2,34.19,19.0,9503.0,1769.0,6370.0,1718.0,5.0016,218500.0,NEAR OCEAN --119.2,34.18,27.0,1035.0,229.0,782.0,222.0,4.2212,185400.0,NEAR OCEAN --119.19,34.19,35.0,2599.0,552.0,2726.0,543.0,3.2212,180500.0,NEAR OCEAN --119.19,34.18,32.0,3366.0,677.0,2857.0,669.0,4.6186,181100.0,NEAR OCEAN --119.18,34.19,36.0,4519.0,1081.0,4818.0,1061.0,2.8561,179100.0,NEAR OCEAN --119.18,34.18,31.0,2636.0,638.0,2695.0,614.0,3.2196,175800.0,NEAR OCEAN --119.17,34.18,38.0,3221.0,783.0,2792.0,736.0,2.9118,172400.0,NEAR OCEAN --119.17,34.17,34.0,2749.0,539.0,2330.0,559.0,4.2137,185600.0,NEAR OCEAN --119.17,34.17,32.0,1567.0,304.0,1482.0,308.0,3.5867,182100.0,NEAR OCEAN --119.17,34.17,42.0,1411.0,300.0,1295.0,339.0,2.6667,164900.0,NEAR OCEAN --119.17,34.17,25.0,1596.0,321.0,1378.0,308.0,4.0074,188000.0,NEAR OCEAN --119.17,34.17,21.0,2361.0,464.0,1146.0,396.0,3.6597,195100.0,NEAR OCEAN --119.19,34.17,31.0,1872.0,434.0,1511.0,405.0,3.2314,186800.0,NEAR OCEAN --119.19,34.17,35.0,4276.0,767.0,3295.0,708.0,4.2583,187300.0,NEAR OCEAN --119.18,34.17,32.0,2388.0,467.0,1746.0,483.0,3.9331,187600.0,NEAR OCEAN --119.18,34.16,30.0,2053.0,368.0,1496.0,391.0,3.6546,186200.0,NEAR OCEAN --119.19,34.17,27.0,2183.0,364.0,1458.0,388.0,4.4567,191100.0,NEAR OCEAN --119.19,34.16,34.0,2610.0,466.0,1543.0,433.0,3.9722,189000.0,NEAR OCEAN --119.19,34.16,35.0,2733.0,510.0,1814.0,511.0,4.4187,183400.0,NEAR OCEAN --119.22,34.15,32.0,3152.0,596.0,3490.0,526.0,2.725,450000.0,NEAR OCEAN --119.2,34.18,22.0,6465.0,1397.0,2694.0,1370.0,2.9832,165600.0,NEAR OCEAN --119.21,34.18,13.0,6103.0,1319.0,2986.0,1212.0,3.9718,215200.0,NEAR OCEAN --119.19,34.15,31.0,4175.0,1004.0,3310.0,954.0,3.1989,185400.0,NEAR OCEAN --119.2,34.15,27.0,2076.0,681.0,1904.0,647.0,1.4773,160800.0,NEAR OCEAN --119.21,34.12,15.0,5778.0,1285.0,1722.0,829.0,4.3427,305800.0,NEAR OCEAN --119.18,34.16,12.0,460.0,101.0,405.0,103.0,5.2783,167400.0,NEAR OCEAN --119.18,34.16,27.0,1832.0,415.0,1480.0,414.0,3.9643,186000.0,NEAR OCEAN --119.18,34.15,22.0,4769.0,1366.0,5534.0,1318.0,2.4167,192000.0,NEAR OCEAN --119.17,34.16,17.0,5276.0,1020.0,4066.0,984.0,4.5828,205400.0,NEAR OCEAN --119.17,34.15,18.0,2509.0,688.0,3129.0,677.0,2.6098,146100.0,NEAR OCEAN --119.13,34.19,16.0,6389.0,1330.0,6242.0,1340.0,4.0222,206800.0,NEAR OCEAN --119.15,34.17,22.0,1612.0,334.0,1431.0,335.0,4.8125,194400.0,NEAR OCEAN --119.14,34.17,16.0,1593.0,353.0,836.0,357.0,2.726,67500.0,NEAR OCEAN --119.11,34.17,37.0,470.0,105.0,522.0,83.0,2.0368,243800.0,NEAR OCEAN --119.17,34.19,28.0,1444.0,508.0,2145.0,437.0,1.6964,175000.0,NEAR OCEAN --119.14,34.15,25.0,2202.0,390.0,1415.0,412.0,4.43,207700.0,NEAR OCEAN --119.16,34.15,23.0,3204.0,644.0,2295.0,614.0,3.9485,196600.0,NEAR OCEAN --119.16,34.12,17.0,224.0,70.0,147.0,71.0,3.6167,280000.0,NEAR OCEAN --119.16,34.17,17.0,7982.0,1603.0,6437.0,1596.0,4.1279,223900.0,NEAR OCEAN --119.15,34.17,23.0,2239.0,537.0,784.0,497.0,1.6038,194300.0,NEAR OCEAN --119.15,34.2,25.0,3445.0,898.0,5558.0,894.0,3.0972,169300.0,NEAR OCEAN --119.17,34.25,15.0,1329.0,282.0,1001.0,284.0,3.65,189300.0,NEAR OCEAN --119.15,34.25,36.0,3511.0,664.0,2965.0,695.0,4.0878,186800.0,NEAR OCEAN --119.16,34.23,26.0,5444.0,1293.0,3700.0,1158.0,2.7556,213200.0,NEAR OCEAN --119.14,34.23,8.0,243.0,75.0,102.0,80.0,2.5714,500001.0,NEAR OCEAN --119.12,34.23,35.0,2028.0,554.0,2252.0,521.0,2.4643,182000.0,NEAR OCEAN --119.12,34.25,31.0,737.0,146.0,1436.0,168.0,3.5625,194100.0,NEAR OCEAN --119.04,34.28,21.0,1856.0,276.0,863.0,255.0,4.5833,500001.0,<1H OCEAN --118.96,34.3,16.0,3103.0,482.0,1567.0,467.0,6.907,500001.0,<1H OCEAN --119.06,34.24,21.0,7436.0,984.0,2982.0,988.0,7.6775,391200.0,<1H OCEAN --119.09,34.24,17.0,10214.0,1589.0,3409.0,1327.0,5.3806,452100.0,<1H OCEAN --119.02,34.26,40.0,1498.0,292.0,707.0,249.0,3.7974,228700.0,<1H OCEAN --119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,340600.0,<1H OCEAN --119.04,34.24,20.0,7794.0,1192.0,4169.0,1188.0,5.9316,311900.0,<1H OCEAN --119.05,34.24,24.0,4341.0,646.0,1929.0,703.0,5.4298,279600.0,<1H OCEAN --118.99,34.23,9.0,10618.0,1617.0,4830.0,1606.0,6.6246,284200.0,<1H OCEAN --119.01,34.23,11.0,5785.0,1035.0,2760.0,985.0,4.693,232200.0,<1H OCEAN --118.94,34.24,5.0,10018.0,1233.0,4253.0,1120.0,8.9063,500001.0,<1H OCEAN --118.96,34.23,14.0,15207.0,2924.0,6301.0,2829.0,3.9699,217000.0,<1H OCEAN --119.03,34.24,25.0,3655.0,545.0,1776.0,544.0,5.687,238100.0,<1H OCEAN --119.03,34.23,16.0,5323.0,795.0,2493.0,779.0,5.6762,271300.0,<1H OCEAN --119.02,34.24,24.0,4650.0,748.0,2374.0,702.0,5.8838,232600.0,<1H OCEAN --119.03,34.23,21.0,3284.0,487.0,1832.0,521.0,5.2773,250800.0,<1H OCEAN --119.03,34.22,24.0,3421.0,656.0,2220.0,645.0,4.7831,214200.0,<1H OCEAN --119.04,34.23,21.0,9807.0,1614.0,4199.0,1554.0,5.0145,246600.0,<1H OCEAN --119.06,34.23,23.0,3471.0,510.0,2002.0,555.0,5.2742,257500.0,<1H OCEAN --119.06,34.23,29.0,3511.0,632.0,2591.0,596.0,3.0219,221700.0,<1H OCEAN --119.04,34.22,18.0,3117.0,583.0,2079.0,545.0,4.6458,222800.0,<1H OCEAN --119.06,34.22,13.0,4175.0,1321.0,2257.0,1271.0,3.1446,177100.0,<1H OCEAN --119.0,34.19,5.0,3634.0,718.0,1317.0,743.0,4.2917,227900.0,<1H OCEAN --119.05,34.19,39.0,143.0,36.0,113.0,33.0,2.8942,275000.0,NEAR OCEAN --119.08,34.17,32.0,166.0,22.0,63.0,29.0,7.3004,125000.0,NEAR OCEAN --119.03,34.21,11.0,4528.0,729.0,2398.0,684.0,5.3044,319000.0,<1H OCEAN --119.05,34.21,27.0,4357.0,926.0,2110.0,876.0,3.0119,218200.0,<1H OCEAN --119.09,34.22,8.0,40.0,10.0,309.0,16.0,4.0208,52500.0,NEAR OCEAN --119.05,34.13,12.0,57.0,22.0,69.0,15.0,5.0066,275000.0,NEAR OCEAN --118.97,34.18,18.0,7338.0,1020.0,3419.0,1058.0,7.0242,293100.0,<1H OCEAN --118.96,34.19,16.0,1807.0,346.0,587.0,296.0,1.9811,162500.0,<1H OCEAN --118.96,34.18,16.0,3137.0,462.0,1384.0,436.0,6.1306,258200.0,<1H OCEAN --118.98,34.16,16.0,2476.0,402.0,1251.0,387.0,5.7676,241300.0,<1H OCEAN --118.95,34.18,25.0,2237.0,331.0,1121.0,365.0,6.0994,254900.0,<1H OCEAN --118.95,34.17,9.0,2372.0,312.0,1039.0,321.0,7.6016,344900.0,<1H OCEAN --118.94,34.17,16.0,3746.0,508.0,1556.0,452.0,6.3303,299400.0,<1H OCEAN --118.94,34.17,15.0,1679.0,271.0,928.0,264.0,5.5681,235600.0,<1H OCEAN --118.95,34.17,23.0,2630.0,404.0,1184.0,385.0,5.2955,247600.0,<1H OCEAN --118.95,34.16,21.0,2953.0,419.0,1397.0,410.0,6.541,291500.0,<1H OCEAN --118.93,34.18,18.0,2730.0,415.0,1248.0,412.0,6.187,287900.0,<1H OCEAN --118.92,34.18,17.0,2400.0,352.0,1067.0,323.0,6.3522,259300.0,<1H OCEAN --118.92,34.17,17.0,1552.0,246.0,685.0,244.0,5.9836,294800.0,<1H OCEAN --118.94,34.16,3.0,1170.0,148.0,493.0,142.0,8.0428,500001.0,<1H OCEAN --118.91,34.18,17.0,3220.0,716.0,1381.0,733.0,2.8958,176000.0,<1H OCEAN --118.9,34.18,20.0,1288.0,179.0,539.0,181.0,5.8652,302600.0,<1H OCEAN --118.9,34.18,14.0,2627.0,328.0,1121.0,328.0,7.0504,333800.0,<1H OCEAN --118.9,34.17,14.0,4719.0,734.0,1880.0,731.0,5.3558,313800.0,<1H OCEAN --118.88,34.17,15.0,4260.0,,1701.0,669.0,5.1033,410700.0,<1H OCEAN --118.85,34.17,42.0,564.0,96.0,220.0,81.0,4.5625,318800.0,<1H OCEAN --118.84,34.16,18.0,6075.0,1056.0,2571.0,1018.0,5.22,399400.0,<1H OCEAN --118.84,34.15,17.0,3785.0,494.0,1527.0,507.0,8.4443,358500.0,<1H OCEAN --118.86,34.16,16.0,1509.0,216.0,578.0,235.0,10.2614,410800.0,<1H OCEAN --118.85,34.14,24.0,1999.0,244.0,759.0,247.0,8.7657,366300.0,<1H OCEAN --118.82,34.15,9.0,655.0,110.0,222.0,109.0,7.8528,337500.0,NEAR OCEAN --118.83,34.15,16.0,3380.0,731.0,1227.0,641.0,4.2857,233200.0,NEAR OCEAN --118.83,34.14,16.0,1316.0,194.0,450.0,173.0,10.1597,500001.0,NEAR OCEAN --118.83,34.14,16.0,1956.0,312.0,671.0,319.0,6.4001,321800.0,NEAR OCEAN --118.85,34.14,16.0,4109.0,543.0,1409.0,560.0,8.1064,423400.0,<1H OCEAN --118.95,34.19,24.0,2719.0,434.0,1318.0,424.0,4.675,228800.0,<1H OCEAN --118.94,34.18,24.0,3689.0,585.0,1898.0,581.0,5.9224,239400.0,<1H OCEAN --118.94,34.18,25.0,3502.0,508.0,1713.0,508.0,5.5181,242100.0,<1H OCEAN --118.93,34.2,17.0,2619.0,606.0,1655.0,557.0,3.886,281300.0,<1H OCEAN --118.92,34.19,16.0,3631.0,974.0,2585.0,923.0,3.0691,130400.0,<1H OCEAN --118.9,34.2,16.0,6510.0,817.0,2304.0,778.0,7.9943,452100.0,<1H OCEAN --118.9,34.19,26.0,1582.0,196.0,573.0,182.0,10.0595,500001.0,<1H OCEAN --118.91,34.22,15.0,5644.0,757.0,2659.0,783.0,6.7559,312000.0,<1H OCEAN --118.89,34.22,20.0,3878.0,665.0,1651.0,591.0,5.5402,264600.0,<1H OCEAN --118.87,34.23,14.0,4242.0,746.0,1858.0,689.0,6.0145,287100.0,<1H OCEAN --118.88,34.22,16.0,2343.0,393.0,2007.0,383.0,5.756,302700.0,<1H OCEAN --118.87,34.22,14.0,3108.0,451.0,1566.0,434.0,6.2423,305400.0,<1H OCEAN --118.85,34.25,17.0,5593.0,732.0,1992.0,660.0,7.2965,342900.0,<1H OCEAN --118.85,34.23,13.0,5094.0,764.0,2230.0,737.0,6.4823,290900.0,<1H OCEAN --118.86,34.22,26.0,1932.0,280.0,886.0,289.0,5.0855,232200.0,<1H OCEAN --118.86,34.22,26.0,1775.0,295.0,1004.0,323.0,5.5845,251700.0,<1H OCEAN --118.86,34.22,22.0,1230.0,200.0,673.0,195.0,6.2708,251400.0,<1H OCEAN --118.85,34.21,25.0,1328.0,209.0,691.0,228.0,4.9234,241400.0,<1H OCEAN --118.85,34.21,29.0,2195.0,414.0,1360.0,401.0,3.4773,206700.0,<1H OCEAN --118.86,34.21,26.0,3354.0,659.0,2020.0,648.0,4.1576,211800.0,<1H OCEAN --118.88,34.22,22.0,3654.0,517.0,1565.0,518.0,6.2748,274800.0,<1H OCEAN --118.87,34.21,26.0,4439.0,616.0,1881.0,592.0,6.2935,258000.0,<1H OCEAN --118.88,34.21,26.0,1590.0,196.0,654.0,199.0,6.5851,300000.0,<1H OCEAN --118.87,34.2,26.0,1924.0,245.0,775.0,244.0,7.001,286800.0,<1H OCEAN --118.88,34.2,23.0,4862.0,597.0,1938.0,594.0,7.3409,316000.0,<1H OCEAN --118.88,34.19,26.0,2296.0,275.0,842.0,263.0,7.7889,309900.0,<1H OCEAN --118.86,34.2,32.0,2399.0,384.0,1199.0,390.0,4.125,264600.0,<1H OCEAN --118.86,34.19,26.0,3135.0,480.0,1474.0,458.0,6.1949,243500.0,<1H OCEAN --118.87,34.19,23.0,2179.0,423.0,1338.0,406.0,5.5224,240700.0,<1H OCEAN --118.88,34.19,16.0,7268.0,1729.0,3232.0,1653.0,3.3703,228700.0,<1H OCEAN --118.87,34.18,21.0,5661.0,1369.0,3188.0,1308.0,3.4676,212800.0,<1H OCEAN --118.85,34.18,11.0,5873.0,1455.0,3089.0,1365.0,3.5504,173800.0,<1H OCEAN --118.84,34.17,16.0,3449.0,820.0,1877.0,816.0,3.2176,187500.0,<1H OCEAN --118.85,34.2,28.0,2040.0,297.0,848.0,280.0,6.7612,323700.0,<1H OCEAN --118.86,34.19,29.0,1326.0,185.0,586.0,187.0,6.5474,422900.0,<1H OCEAN --118.86,34.19,27.0,1931.0,261.0,736.0,244.0,6.7805,392900.0,<1H OCEAN --118.85,34.19,27.0,2287.0,320.0,967.0,321.0,6.5162,349400.0,<1H OCEAN --118.83,34.18,23.0,5647.0,786.0,2050.0,738.0,6.3586,348300.0,<1H OCEAN --118.83,34.17,17.0,4668.0,628.0,1917.0,624.0,8.1397,353900.0,<1H OCEAN --118.9,34.14,35.0,1503.0,263.0,576.0,216.0,5.1457,500001.0,<1H OCEAN --119.0,34.08,17.0,1822.0,438.0,578.0,291.0,5.4346,428600.0,NEAR OCEAN --118.75,34.18,4.0,16704.0,2704.0,6187.0,2207.0,6.6122,357600.0,NEAR OCEAN --118.75,34.17,18.0,6217.0,858.0,2703.0,834.0,6.8075,325900.0,NEAR OCEAN --118.69,34.18,11.0,1177.0,138.0,415.0,119.0,10.0472,500001.0,<1H OCEAN --118.8,34.19,4.0,15572.0,2222.0,5495.0,2152.0,8.6499,500001.0,<1H OCEAN --118.83,34.23,6.0,8803.0,1114.0,3385.0,1010.0,8.7288,425800.0,<1H OCEAN --118.84,34.22,11.0,3170.0,420.0,1418.0,432.0,7.5118,361900.0,<1H OCEAN --118.84,34.21,16.0,4975.0,949.0,2537.0,971.0,5.2361,224700.0,<1H OCEAN --118.8,34.21,16.0,1466.0,196.0,661.0,209.0,6.2893,282700.0,<1H OCEAN --118.74,34.25,25.0,1815.0,281.0,960.0,284.0,5.4243,214700.0,<1H OCEAN --118.74,34.26,22.0,4337.0,673.0,2347.0,636.0,5.4091,222400.0,<1H OCEAN --118.7,34.24,28.0,2405.0,462.0,1011.0,378.0,4.504,204300.0,<1H OCEAN --118.64,34.25,47.0,1315.0,290.0,581.0,268.0,5.4024,253000.0,<1H OCEAN --118.69,34.21,10.0,3663.0,409.0,1179.0,371.0,12.542,500001.0,<1H OCEAN --118.81,34.25,4.0,9147.0,1827.0,3950.0,1661.0,5.716,320800.0,<1H OCEAN --118.79,34.26,17.0,1986.0,249.0,761.0,241.0,7.2137,401900.0,<1H OCEAN --118.8,34.27,12.0,3330.0,600.0,1577.0,584.0,4.6985,264100.0,<1H OCEAN --118.77,34.24,6.0,16222.0,2309.0,6700.0,2080.0,6.4963,308100.0,<1H OCEAN --118.78,34.26,24.0,4072.0,582.0,1834.0,565.0,6.0487,254500.0,<1H OCEAN --118.78,34.25,13.0,1841.0,237.0,833.0,231.0,7.7785,404700.0,<1H OCEAN --118.85,34.27,50.0,187.0,33.0,130.0,35.0,3.3438,500001.0,<1H OCEAN --118.9,34.3,13.0,5591.0,1013.0,3188.0,971.0,5.5925,208600.0,<1H OCEAN --118.83,34.33,6.0,6679.0,1164.0,3196.0,1157.0,5.4493,242600.0,<1H OCEAN --118.89,34.29,28.0,1545.0,371.0,1334.0,318.0,3.4375,194100.0,<1H OCEAN --118.89,34.33,23.0,366.0,62.0,265.0,66.0,3.125,375000.0,<1H OCEAN --118.89,34.28,30.0,917.0,157.0,678.0,171.0,5.8133,195700.0,<1H OCEAN --118.88,34.28,22.0,3369.0,771.0,2751.0,710.0,4.0474,182100.0,<1H OCEAN --118.91,34.28,6.0,6106.0,1134.0,3246.0,1062.0,5.2206,280200.0,<1H OCEAN --118.9,34.26,5.0,25187.0,3521.0,11956.0,3478.0,6.9712,321300.0,<1H OCEAN --118.81,34.28,20.0,3678.0,684.0,1882.0,694.0,4.1607,196800.0,<1H OCEAN --118.78,34.27,20.0,2743.0,685.0,1798.0,613.0,3.6761,170900.0,<1H OCEAN --118.79,34.27,27.0,1146.0,189.0,595.0,197.0,4.5833,198500.0,<1H OCEAN --118.77,34.27,7.0,3074.0,794.0,1816.0,654.0,2.7137,196400.0,<1H OCEAN --118.77,34.27,10.0,1658.0,310.0,1053.0,333.0,4.7574,209900.0,<1H OCEAN --118.77,34.28,6.0,4685.0,965.0,2180.0,909.0,4.5458,208200.0,<1H OCEAN --118.77,34.28,27.0,1416.0,251.0,1024.0,268.0,5.1074,185200.0,<1H OCEAN --118.77,34.28,26.0,2873.0,480.0,1915.0,475.0,5.3681,187700.0,<1H OCEAN --118.75,34.29,17.0,5512.0,,2734.0,814.0,6.6073,258100.0,<1H OCEAN --118.75,34.28,22.0,3844.0,537.0,1665.0,492.0,6.2059,239900.0,<1H OCEAN --118.76,34.28,21.0,2786.0,342.0,1114.0,322.0,5.8578,266300.0,<1H OCEAN --118.75,34.27,20.0,3495.0,449.0,1629.0,428.0,5.8096,264400.0,<1H OCEAN --118.75,34.28,27.0,1452.0,251.0,928.0,259.0,4.6908,186600.0,<1H OCEAN --118.75,34.27,26.0,966.0,191.0,690.0,191.0,5.1698,188000.0,<1H OCEAN --118.75,34.27,24.0,3241.0,461.0,1567.0,446.0,5.5983,233300.0,<1H OCEAN --118.75,34.27,25.0,3371.0,502.0,1717.0,506.0,6.1253,225000.0,<1H OCEAN --118.71,34.27,26.0,990.0,223.0,719.0,232.0,3.163,179400.0,<1H OCEAN --118.73,34.27,23.0,4550.0,762.0,2301.0,744.0,4.556,205300.0,<1H OCEAN --118.74,34.27,23.0,2493.0,522.0,1488.0,505.0,4.18,215000.0,<1H OCEAN --118.77,34.26,26.0,3038.0,468.0,1825.0,468.0,5.6385,196900.0,<1H OCEAN --118.76,34.26,26.0,1750.0,284.0,962.0,278.0,4.5673,190400.0,<1H OCEAN --118.76,34.26,26.0,1929.0,293.0,1067.0,320.0,5.4038,222100.0,<1H OCEAN --118.75,34.26,26.0,1767.0,265.0,1040.0,250.0,5.4787,198100.0,<1H OCEAN --118.75,34.26,24.0,2234.0,373.0,1325.0,383.0,5.4604,193400.0,<1H OCEAN --118.74,34.26,27.0,3467.0,545.0,1798.0,493.0,4.8717,204100.0,<1H OCEAN --118.74,34.28,21.0,4056.0,637.0,1974.0,634.0,5.9024,221000.0,<1H OCEAN --118.73,34.27,25.0,3409.0,493.0,1699.0,484.0,5.653,225800.0,<1H OCEAN --118.71,34.28,27.0,2911.0,562.0,1773.0,580.0,4.6528,186600.0,<1H OCEAN --118.7,34.28,25.0,2377.0,491.0,1200.0,439.0,4.7083,196100.0,<1H OCEAN --118.7,34.28,27.0,727.0,136.0,467.0,144.0,3.7188,250000.0,<1H OCEAN --118.72,34.28,17.0,2654.0,478.0,1392.0,451.0,5.4459,223900.0,<1H OCEAN --118.72,34.28,18.0,2229.0,371.0,1283.0,379.0,5.5955,217700.0,<1H OCEAN --118.72,34.28,17.0,3051.0,,1705.0,495.0,5.7376,218600.0,<1H OCEAN --118.67,34.28,21.0,4059.0,598.0,2133.0,634.0,5.6949,235300.0,<1H OCEAN --118.68,34.28,17.0,6488.0,1102.0,3199.0,1070.0,5.0962,238000.0,<1H OCEAN --118.67,34.3,5.0,6123.0,825.0,2440.0,736.0,7.9013,393000.0,<1H OCEAN --118.68,34.28,5.0,6150.0,1265.0,3188.0,1266.0,4.7034,223000.0,<1H OCEAN --118.68,34.27,16.0,4637.0,941.0,2476.0,878.0,4.0568,225200.0,<1H OCEAN --118.68,34.27,26.0,1561.0,212.0,817.0,242.0,5.477,209100.0,<1H OCEAN --118.67,34.27,15.0,3221.0,659.0,1390.0,607.0,3.5313,191800.0,<1H OCEAN --118.67,34.27,10.0,3753.0,678.0,1859.0,660.0,4.9946,204600.0,<1H OCEAN --118.65,34.27,23.0,1724.0,265.0,934.0,306.0,6.0783,229200.0,<1H OCEAN --118.71,34.29,24.0,2983.0,406.0,1203.0,381.0,6.3236,302000.0,<1H OCEAN --118.71,34.29,21.0,2751.0,493.0,1432.0,483.0,5.2067,221200.0,<1H OCEAN --118.7,34.28,27.0,3536.0,646.0,1837.0,580.0,4.4964,238300.0,<1H OCEAN --118.7,34.3,23.0,2831.0,406.0,1284.0,393.0,6.1383,244100.0,<1H OCEAN --118.7,34.29,25.0,1678.0,252.0,862.0,268.0,6.1834,229800.0,<1H OCEAN --118.71,34.3,23.0,1983.0,280.0,978.0,287.0,6.3199,236700.0,<1H OCEAN --118.7,34.3,27.0,1527.0,220.0,756.0,226.0,6.1825,227000.0,<1H OCEAN --118.71,34.3,20.0,1586.0,187.0,699.0,209.0,6.5483,335000.0,<1H OCEAN --118.68,34.33,45.0,121.0,25.0,67.0,27.0,2.9821,325000.0,<1H OCEAN --118.75,34.33,27.0,534.0,85.0,243.0,77.0,8.2787,330000.0,<1H OCEAN --118.73,34.29,11.0,5451.0,736.0,2526.0,752.0,7.355,343900.0,<1H OCEAN --118.72,34.29,22.0,3266.0,529.0,1595.0,494.0,6.0368,248000.0,<1H OCEAN --118.73,34.29,8.0,4983.0,754.0,2510.0,725.0,6.9454,276500.0,<1H OCEAN --121.52,38.59,35.0,6418.0,1545.0,3814.0,1496.0,1.6647,69100.0,INLAND --121.51,38.58,42.0,1822.0,636.0,1372.0,560.0,1.2542,76000.0,INLAND --121.53,38.6,25.0,5154.0,1105.0,3196.0,1073.0,2.7566,80200.0,INLAND --121.54,38.59,29.0,2242.0,493.0,1481.0,478.0,2.0781,74800.0,INLAND --121.54,38.59,40.0,2120.0,504.0,1304.0,464.0,2.0368,67800.0,INLAND --121.55,38.59,36.0,435.0,95.0,285.0,90.0,1.2292,69600.0,INLAND --121.63,38.67,34.0,431.0,85.0,391.0,77.0,2.625,225000.0,INLAND --121.52,38.58,24.0,938.0,275.0,508.0,253.0,1.642,32500.0,INLAND --121.53,38.56,39.0,2438.0,483.0,1103.0,472.0,2.9375,86600.0,INLAND --121.52,38.57,43.0,2360.0,471.0,1041.0,452.0,2.89,86200.0,INLAND --121.54,38.58,30.0,4648.0,1252.0,2524.0,1089.0,1.3177,74300.0,INLAND --121.56,38.58,32.0,2070.0,561.0,2046.0,523.0,1.9426,82300.0,INLAND --121.53,38.58,33.0,4988.0,1169.0,2414.0,1075.0,1.9728,76400.0,INLAND --121.53,38.58,35.0,1316.0,321.0,732.0,336.0,2.1213,79200.0,INLAND --121.53,38.57,34.0,3395.0,592.0,1518.0,627.0,4.0833,118500.0,INLAND --121.54,38.54,36.0,1672.0,302.0,969.0,337.0,3.0536,73100.0,INLAND --121.55,38.51,22.0,2403.0,431.0,1088.0,421.0,3.9,146900.0,INLAND --121.55,38.55,10.0,6227.0,1164.0,2909.0,1077.0,4.106,115900.0,INLAND --121.56,38.44,43.0,1485.0,270.0,653.0,251.0,3.0,141700.0,INLAND --121.61,38.38,37.0,1365.0,276.0,952.0,268.0,4.037,156900.0,INLAND --121.79,38.54,7.0,1777.0,513.0,4479.0,504.0,1.4653,310000.0,INLAND --121.8,38.55,11.0,5121.0,899.0,2258.0,901.0,4.7168,223200.0,INLAND --121.78,38.55,12.0,10509.0,2186.0,5633.0,2138.0,2.9605,204300.0,INLAND --121.76,38.57,11.0,15018.0,3008.0,7984.0,2962.0,3.1371,201800.0,INLAND --121.81,38.58,17.0,1964.0,314.0,808.0,286.0,5.9629,286000.0,INLAND --121.7,38.6,16.0,2372.0,588.0,1400.0,583.0,2.8922,153600.0,INLAND --121.67,38.54,13.0,6141.0,1019.0,2553.0,967.0,4.2432,326500.0,INLAND --121.74,38.56,18.0,3960.0,1151.0,2248.0,1144.0,1.7257,179100.0,INLAND --121.74,38.55,34.0,2299.0,579.0,1300.0,536.0,1.6435,148500.0,INLAND --121.73,38.55,34.0,1717.0,393.0,1224.0,387.0,2.7917,130800.0,INLAND --121.73,38.54,18.0,974.0,317.0,521.0,317.0,1.0633,137500.0,INLAND --121.73,38.56,30.0,3306.0,629.0,1623.0,648.0,2.8614,145200.0,INLAND --121.71,38.56,20.0,8627.0,1516.0,4071.0,1466.0,4.2198,164100.0,INLAND --121.72,38.54,16.0,2790.0,624.0,1386.0,636.0,3.1908,194300.0,INLAND --121.7,38.54,13.0,6819.0,1158.0,2828.0,1115.0,4.6225,226500.0,INLAND --121.75,38.55,33.0,2479.0,382.0,979.0,377.0,4.7308,236200.0,INLAND --121.74,38.55,33.0,6861.0,1820.0,3717.0,1767.0,1.7311,182600.0,INLAND --121.76,38.55,23.0,8800.0,1857.0,6330.0,1832.0,2.065,219400.0,INLAND --121.75,38.55,26.0,4802.0,950.0,2199.0,939.0,3.7452,227700.0,INLAND --121.77,38.69,47.0,1697.0,318.0,775.0,276.0,3.4559,123100.0,INLAND --121.77,38.68,43.0,2559.0,598.0,1820.0,591.0,2.1927,107900.0,INLAND --121.76,38.68,38.0,674.0,178.0,701.0,189.0,1.3942,69400.0,INLAND --121.8,38.69,8.0,3544.0,691.0,2118.0,678.0,3.7477,122200.0,INLAND --121.79,38.69,23.0,1755.0,321.0,1061.0,313.0,2.8864,103100.0,INLAND --121.78,38.69,31.0,2547.0,535.0,1579.0,509.0,2.6774,95800.0,INLAND --121.8,38.68,11.0,3851.0,892.0,1847.0,747.0,3.4331,120600.0,INLAND --121.79,38.68,24.0,3794.0,848.0,2225.0,864.0,2.8068,95300.0,INLAND --121.78,38.68,39.0,2806.0,662.0,1659.0,638.0,1.9787,97800.0,INLAND --121.8,38.67,11.0,3251.0,623.0,1700.0,615.0,3.1875,172000.0,INLAND --121.79,38.67,17.0,2875.0,810.0,1876.0,749.0,1.951,152500.0,INLAND --121.78,38.68,43.0,3766.0,847.0,1855.0,817.0,2.3468,119400.0,INLAND --121.8,38.67,10.0,2086.0,380.0,1073.0,378.0,4.5526,154400.0,INLAND --121.79,38.67,30.0,2602.0,401.0,981.0,405.0,4.7222,167200.0,INLAND --121.78,38.67,38.0,2948.0,478.0,1123.0,460.0,4.0556,146900.0,INLAND --121.77,38.67,42.0,2670.0,518.0,1548.0,534.0,2.2794,108900.0,INLAND --121.77,38.67,45.0,2438.0,462.0,1415.0,510.0,2.8351,107200.0,INLAND --121.75,38.67,9.0,12139.0,2640.0,6837.0,2358.0,3.125,132500.0,INLAND --121.71,38.72,32.0,710.0,155.0,550.0,154.0,2.8882,151400.0,INLAND --121.7,38.65,22.0,1360.0,282.0,808.0,229.0,2.4167,225000.0,INLAND --121.84,38.65,29.0,3167.0,548.0,1554.0,534.0,4.3487,200700.0,INLAND --121.79,38.66,15.0,6809.0,1052.0,3060.0,1060.0,5.3064,165000.0,INLAND --121.78,38.66,18.0,4224.0,632.0,1907.0,641.0,4.8226,139900.0,INLAND --121.76,38.66,17.0,5320.0,984.0,2866.0,928.0,4.1997,133400.0,INLAND --121.96,38.54,6.0,1485.0,318.0,894.0,308.0,3.2222,139600.0,INLAND --121.99,38.53,6.0,4598.0,834.0,2561.0,812.0,3.4186,127300.0,INLAND --121.98,38.52,27.0,3044.0,565.0,1583.0,514.0,2.7989,126700.0,INLAND --122.05,38.56,20.0,1005.0,168.0,457.0,157.0,5.679,225000.0,INLAND --121.92,38.57,10.0,1320.0,246.0,898.0,228.0,1.9327,193800.0,INLAND --121.9,38.72,38.0,575.0,107.0,259.0,109.0,3.75,187500.0,INLAND --122.0,38.83,26.0,272.0,49.0,194.0,52.0,3.4187,98400.0,INLAND --121.94,38.89,15.0,1462.0,314.0,774.0,271.0,2.5478,91700.0,INLAND --121.81,38.84,37.0,352.0,65.0,238.0,67.0,2.8542,275000.0,INLAND --121.72,38.8,36.0,1069.0,228.0,567.0,190.0,1.9559,78400.0,INLAND --121.77,38.76,32.0,1950.0,385.0,1145.0,363.0,2.8365,87900.0,INLAND --122.21,38.83,20.0,1138.0,221.0,459.0,209.0,3.1534,123400.0,INLAND --122.16,38.9,33.0,1221.0,236.0,488.0,199.0,3.7574,92700.0,INLAND --122.0,38.73,31.0,371.0,74.0,208.0,84.0,3.875,137500.0,INLAND --121.95,38.65,19.0,1265.0,228.0,755.0,218.0,3.3472,69800.0,INLAND --122.04,38.68,26.0,1113.0,222.0,689.0,234.0,3.0486,83600.0,INLAND --122.03,38.69,23.0,1796.0,380.0,939.0,330.0,2.7955,96300.0,INLAND --121.6,39.15,19.0,1396.0,336.0,940.0,309.0,1.5208,70300.0,INLAND --121.59,39.15,5.0,1922.0,489.0,938.0,439.0,2.0474,61300.0,INLAND --121.59,39.15,48.0,1783.0,399.0,938.0,374.0,1.6652,58900.0,INLAND --121.59,39.14,41.0,1492.0,350.0,804.0,353.0,1.684,71300.0,INLAND --121.58,39.15,34.0,1376.0,376.0,702.0,317.0,1.4946,55500.0,INLAND --121.58,39.14,52.0,662.0,160.0,520.0,149.0,0.8928,55000.0,INLAND --121.58,39.16,36.0,1206.0,197.0,537.0,204.0,3.3611,79800.0,INLAND --121.57,39.16,21.0,1872.0,302.0,870.0,301.0,3.725,84700.0,INLAND --121.56,39.16,12.0,3349.0,642.0,2029.0,619.0,2.9647,88800.0,INLAND --121.57,39.16,33.0,2033.0,375.0,914.0,330.0,2.6964,68500.0,INLAND --121.58,39.16,33.0,1897.0,378.0,888.0,385.0,2.1111,68700.0,INLAND --121.58,39.15,38.0,1756.0,396.0,837.0,401.0,1.9122,55500.0,INLAND --121.56,39.16,35.0,2157.0,441.0,1009.0,409.0,1.5827,63000.0,INLAND --121.57,39.16,18.0,1632.0,367.0,769.0,330.0,3.1029,71700.0,INLAND --121.57,39.13,30.0,442.0,103.0,413.0,88.0,1.5694,57900.0,INLAND --121.56,39.13,17.0,2277.0,608.0,1607.0,562.0,1.5085,69700.0,INLAND --121.54,39.13,18.0,4289.0,1021.0,2707.0,939.0,1.3375,59600.0,INLAND --121.54,39.12,17.0,4251.0,899.0,3265.0,934.0,2.3496,65000.0,INLAND --121.58,39.12,26.0,2796.0,629.0,2017.0,632.0,1.8355,61200.0,INLAND --121.57,39.12,30.0,2601.0,534.0,1702.0,506.0,2.08,56600.0,INLAND --121.57,39.1,28.0,1442.0,333.0,832.0,286.0,1.8413,62300.0,INLAND --121.59,39.1,24.0,1107.0,261.0,768.0,205.0,1.7167,48800.0,INLAND --121.56,39.11,18.0,2171.0,480.0,1527.0,447.0,2.3011,57500.0,INLAND --121.56,39.1,28.0,2130.0,484.0,1195.0,439.0,1.3631,45500.0,INLAND --121.55,39.1,27.0,1783.0,441.0,1163.0,409.0,1.2857,47000.0,INLAND --121.56,39.08,26.0,1377.0,289.0,761.0,267.0,1.4934,48300.0,INLAND --121.55,39.09,31.0,1728.0,365.0,1167.0,384.0,1.4958,53400.0,INLAND --121.54,39.08,26.0,2276.0,460.0,1455.0,474.0,2.4695,58000.0,INLAND --121.54,39.08,23.0,1076.0,216.0,724.0,197.0,2.3598,57500.0,INLAND --121.53,39.08,15.0,1810.0,441.0,1157.0,375.0,2.0469,55100.0,INLAND --121.53,39.06,20.0,561.0,109.0,308.0,114.0,3.3021,70800.0,INLAND --121.55,39.06,25.0,1332.0,247.0,726.0,226.0,2.25,63400.0,INLAND --121.56,39.01,22.0,1891.0,340.0,1023.0,296.0,2.7303,99100.0,INLAND --121.48,39.05,40.0,198.0,41.0,151.0,48.0,4.5625,100000.0,INLAND --121.47,39.01,37.0,1244.0,247.0,484.0,157.0,2.3661,77500.0,INLAND --121.44,39.0,20.0,755.0,147.0,457.0,157.0,2.4167,67000.0,INLAND --121.37,39.03,32.0,1158.0,244.0,598.0,227.0,2.8235,65500.0,INLAND --121.41,39.04,16.0,1698.0,300.0,731.0,291.0,3.0739,87200.0,INLAND --121.52,39.12,37.0,102.0,17.0,29.0,14.0,4.125,72000.0,INLAND --121.43,39.18,36.0,1124.0,184.0,504.0,171.0,2.1667,93800.0,INLAND --121.32,39.13,5.0,358.0,65.0,169.0,59.0,3.0,162500.0,INLAND --121.48,39.1,19.0,2043.0,421.0,1018.0,390.0,2.5952,92400.0,INLAND --121.39,39.12,28.0,10035.0,1856.0,6912.0,1818.0,2.0943,108300.0,INLAND --121.32,39.29,11.0,2640.0,505.0,1257.0,445.0,3.5673,112000.0,INLAND --121.4,39.33,15.0,2655.0,493.0,1200.0,432.0,3.5179,107200.0,INLAND --121.45,39.26,15.0,2319.0,416.0,1047.0,385.0,3.125,115600.0,INLAND --121.53,39.19,27.0,2080.0,412.0,1082.0,382.0,2.5495,98300.0,INLAND --121.56,39.27,28.0,2332.0,395.0,1041.0,344.0,3.7125,116800.0,INLAND --121.09,39.48,25.0,1665.0,374.0,845.0,330.0,1.5603,78100.0,INLAND --121.21,39.49,18.0,697.0,150.0,356.0,114.0,2.5568,77100.0,INLAND --121.22,39.43,17.0,2254.0,485.0,1007.0,433.0,1.7,92300.0,INLAND --121.32,39.43,18.0,1860.0,409.0,741.0,349.0,1.8672,84700.0,INLAND --121.24,39.37,16.0,2785.0,616.0,1387.0,530.0,2.3886,89400.0,INLAND diff --git a/project/Task9/main.ipynb b/project/Task9/main.ipynb deleted file mode 100644 index ccce7e9f..00000000 --- a/project/Task9/main.ipynb +++ /dev/null @@ -1,3212 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "a6c15499-f555-41bd-a4dd-eb8166b4427f", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Импорты" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "766afe20-db07-4f9a-93d2-181d28ce229f", - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "import numpy as np\n", - "from sklearn.model_selection import GridSearchCV, train_test_split, cross_val_score\n", - "from sklearn.preprocessing import StandardScaler, OneHotEncoder\n", - "from sklearn.compose import ColumnTransformer\n", - "from sklearn.pipeline import Pipeline\n", - "from sklearn.linear_model import ElasticNet \n", - "from sklearn.tree import DecisionTreeRegressor\n", - "from sklearn.ensemble import RandomForestRegressor, GradientBoostingRegressor\n", - "from sklearn.metrics import mean_squared_error,r2_score" - ] - }, - { - "cell_type": "markdown", - "id": "b5c351d2-5947-4b34-9e0c-5bac9188ad20", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Найти данные, на которых интересно будет решать задачу регрессии (больше 1000 строк, больше 5 признаков)." - ] - }, - { - "cell_type": "markdown", - "id": "749458b2-d49e-4ca7-8d80-446b852ec89b", - "metadata": {}, - "source": [ - "Стандартный датасет про калифорнию" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "6a0339c4-6e04-4c99-be2c-b8ec38dd5bd0", - "metadata": {}, - "outputs": [], - "source": [ - "df = pd.read_csv('housing.csv')" - ] - }, - { - "cell_type": "markdown", - "id": "f6bad360-8cfd-47e3-8cad-8ee3d658059b", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)." - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "id": "d78380f1-04bb-41c8-b470-303a1687d0a6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_value
count20640.00000020640.00000020640.00000020640.00000020433.00000020640.00000020640.00000020640.00000020640.000000
mean-119.56970435.63186128.6394862635.763081537.8705531425.476744499.5396803.870671206855.816909
std2.0035322.13595212.5855582181.615252421.3850701132.462122382.3297531.899822115395.615874
min-124.35000032.5400001.0000002.0000001.0000003.0000001.0000000.49990014999.000000
25%-121.80000033.93000018.0000001447.750000296.000000787.000000280.0000002.563400119600.000000
50%-118.49000034.26000029.0000002127.000000435.0000001166.000000409.0000003.534800179700.000000
75%-118.01000037.71000037.0000003148.000000647.0000001725.000000605.0000004.743250264725.000000
max-114.31000041.95000052.00000039320.0000006445.00000035682.0000006082.00000015.000100500001.000000
\n", - "
" - ], - "text/plain": [ - " longitude latitude housing_median_age total_rooms \\\n", - "count 20640.000000 20640.000000 20640.000000 20640.000000 \n", - "mean -119.569704 35.631861 28.639486 2635.763081 \n", - "std 2.003532 2.135952 12.585558 2181.615252 \n", - "min -124.350000 32.540000 1.000000 2.000000 \n", - "25% -121.800000 33.930000 18.000000 1447.750000 \n", - "50% -118.490000 34.260000 29.000000 2127.000000 \n", - "75% -118.010000 37.710000 37.000000 3148.000000 \n", - "max -114.310000 41.950000 52.000000 39320.000000 \n", - "\n", - " total_bedrooms population households median_income \\\n", - "count 20433.000000 20640.000000 20640.000000 20640.000000 \n", - "mean 537.870553 1425.476744 499.539680 3.870671 \n", - "std 421.385070 1132.462122 382.329753 1.899822 \n", - "min 1.000000 3.000000 1.000000 0.499900 \n", - "25% 296.000000 787.000000 280.000000 2.563400 \n", - "50% 435.000000 1166.000000 409.000000 3.534800 \n", - "75% 647.000000 1725.000000 605.000000 4.743250 \n", - "max 6445.000000 35682.000000 6082.000000 15.000100 \n", - "\n", - " median_house_value \n", - "count 20640.000000 \n", - "mean 206855.816909 \n", - "std 115395.615874 \n", - "min 14999.000000 \n", - "25% 119600.000000 \n", - "50% 179700.000000 \n", - "75% 264725.000000 \n", - "max 500001.000000 " - ] - }, - "execution_count": 83, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "id": "22be98df-d9da-4a8e-a27f-061676a17924", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
count20640206402064020640206402064020640206402064020640
unique1111211111
topFalseFalseFalseFalseFalseFalseFalseFalseFalseFalse
freq20640206402064020640204332064020640206402064020640
\n", - "
" - ], - "text/plain": [ - " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", - "count 20640 20640 20640 20640 20640 \n", - "unique 1 1 1 1 2 \n", - "top False False False False False \n", - "freq 20640 20640 20640 20640 20433 \n", - "\n", - " population households median_income median_house_value ocean_proximity \n", - "count 20640 20640 20640 20640 20640 \n", - "unique 1 1 1 1 1 \n", - "top False False False False False \n", - "freq 20640 20640 20640 20640 20640 " - ] - }, - "execution_count": 84, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df.isna().describe()" - ] - }, - { - "cell_type": "markdown", - "id": "2d85494c-d55e-4015-86f6-de815b1dc27f", - "metadata": {}, - "source": [ - "В total_bedrooms у нас есть nan-ы. Проверим их." - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "id": "5ba45e9d-d467-408f-b073-8297c70a9e7a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
290-122.1637.7747.01256.0NaN570.0218.04.3750161900.0NEAR BAY
341-122.1737.7538.0992.0NaN732.0259.01.619685100.0NEAR BAY
538-122.2837.7829.05154.0NaN3741.01273.02.5762173400.0NEAR BAY
563-122.2437.7545.0891.0NaN384.0146.04.9489247100.0NEAR BAY
696-122.1037.6941.0746.0NaN387.0161.03.9063178400.0NEAR BAY
.................................
20267-119.1934.2018.03620.0NaN3171.0779.03.3409220500.0NEAR OCEAN
20268-119.1834.1919.02393.0NaN1938.0762.01.6953167400.0NEAR OCEAN
20372-118.8834.1715.04260.0NaN1701.0669.05.1033410700.0<1H OCEAN
20460-118.7534.2917.05512.0NaN2734.0814.06.6073258100.0<1H OCEAN
20484-118.7234.2817.03051.0NaN1705.0495.05.7376218600.0<1H OCEAN
\n", - "

207 rows × 10 columns

\n", - "
" - ], - "text/plain": [ - " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", - "290 -122.16 37.77 47.0 1256.0 NaN \n", - "341 -122.17 37.75 38.0 992.0 NaN \n", - "538 -122.28 37.78 29.0 5154.0 NaN \n", - "563 -122.24 37.75 45.0 891.0 NaN \n", - "696 -122.10 37.69 41.0 746.0 NaN \n", - "... ... ... ... ... ... \n", - "20267 -119.19 34.20 18.0 3620.0 NaN \n", - "20268 -119.18 34.19 19.0 2393.0 NaN \n", - "20372 -118.88 34.17 15.0 4260.0 NaN \n", - "20460 -118.75 34.29 17.0 5512.0 NaN \n", - "20484 -118.72 34.28 17.0 3051.0 NaN \n", - "\n", - " population households median_income median_house_value \\\n", - "290 570.0 218.0 4.3750 161900.0 \n", - "341 732.0 259.0 1.6196 85100.0 \n", - "538 3741.0 1273.0 2.5762 173400.0 \n", - "563 384.0 146.0 4.9489 247100.0 \n", - "696 387.0 161.0 3.9063 178400.0 \n", - "... ... ... ... ... \n", - "20267 3171.0 779.0 3.3409 220500.0 \n", - "20268 1938.0 762.0 1.6953 167400.0 \n", - "20372 1701.0 669.0 5.1033 410700.0 \n", - "20460 2734.0 814.0 6.6073 258100.0 \n", - "20484 1705.0 495.0 5.7376 218600.0 \n", - "\n", - " ocean_proximity \n", - "290 NEAR BAY \n", - "341 NEAR BAY \n", - "538 NEAR BAY \n", - "563 NEAR BAY \n", - "696 NEAR BAY \n", - "... ... \n", - "20267 NEAR OCEAN \n", - "20268 NEAR OCEAN \n", - "20372 <1H OCEAN \n", - "20460 <1H OCEAN \n", - "20484 <1H OCEAN \n", - "\n", - "[207 rows x 10 columns]" - ] - }, - "execution_count": 85, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[df['total_bedrooms'].isna()]" - ] - }, - { - "cell_type": "markdown", - "id": "81b3b510-7088-452d-8ec6-5c493279d1f6", - "metadata": {}, - "source": [ - "В таблице у нас есть nan-ы. Будем ли мы их заполнять? Нет. Почему? К-во строк с nan-ами очень мало, потому нет смысла обращать внимание на эти поля." - ] - }, - { - "cell_type": "markdown", - "id": "feedb9d0-d714-4cbe-ab5d-1d87ec05fbdd", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Выполнить разведочный анализ (EDA), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи регрессии." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "38284b2d-e544-48d1-a110-e65416f00524", - "metadata": {}, - "outputs": [], - "source": [ - "df = df[df['total_bedrooms'].isna() == False]" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "id": "a8848332-5185-4dfd-9926-ed1f38fefe46", - "metadata": {}, - "outputs": [], - "source": [ - "df_without_ocean = df.drop(columns=['ocean_proximity'])" - ] - }, - { - "cell_type": "code", - "execution_count": 123, - "id": "dd8198c3-6395-4b3a-af3a-af9a6aa94d57", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 123, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sns.heatmap(df_without_ocean.corr(),annot=True)" - ] - }, - { - "cell_type": "markdown", - "id": "aaa8c45d-8e22-463d-a603-9427aa52f6f0", - "metadata": {}, - "source": [ - "Очевидно, надо дропать колонки, чтобы избежать мультиколлинеарности. Сделаем это в будущем." - ] - }, - { - "cell_type": "markdown", - "id": "646c53f1-8a62-4552-935b-acb880b6c2a8", - "metadata": {}, - "source": [ - "Следовательно, у нас вырисовывается 2 пайплайна, без дропа и с ним." - ] - }, - { - "cell_type": "markdown", - "id": "8414ccec-0d86-4c80-8b69-ef2106141e17", - "metadata": {}, - "source": [ - "!!!Даже без графиков!!! \n", - "Очевидно, что у нас сильный разброс в мерах данных. Например, возраст здания и его цена, следовательно, нам нужны скейлеры. Используем стандарт-скейлер. А также необходимо привести данные к одной мере" - ] - }, - { - "cell_type": "markdown", - "id": "ee8fd010-7418-461d-aab0-598e4a1663e8", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (Feature Engineering)." - ] - }, - { - "cell_type": "code", - "execution_count": 167, - "id": "9880c8fb-c016-4515-8f34-684b06d926f8", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.0880.0129.0322.0126.08.3252452600.0NEAR BAY
\n", - "
" - ], - "text/plain": [ - " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", - "0 -122.23 37.88 41.0 880.0 129.0 \n", - "\n", - " population households median_income median_house_value ocean_proximity \n", - "0 322.0 126.0 8.3252 452600.0 NEAR BAY " - ] - }, - "execution_count": 167, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[:1]" - ] - }, - { - "cell_type": "markdown", - "id": "f038ba25-e2b1-4e89-918c-429658ce397a", - "metadata": {}, - "source": [ - "Приведем некоторые колонки к среднему + к одному \"размаху\"" - ] - }, - { - "cell_type": "code", - "execution_count": 169, - "id": "f2df3dcf-40ad-40dd-97cc-5a0810370b16", - "metadata": {}, - "outputs": [], - "source": [ - "df['total_rooms'] = df['total_rooms'] / df['households']\n", - "df['total_bedrooms'] = df['total_bedrooms'] / df['households']\n", - "df['population'] = df['population'] / df['households']\n", - "df['median_house_value'] = df['median_house_value']/100000" - ] - }, - { - "cell_type": "code", - "execution_count": 211, - "id": "b1ba53bf-6c00-49f4-8404-19203784ad6d", - "metadata": {}, - "outputs": [], - "source": [ - "df_tree = df.copy() # для деревьев" - ] - }, - { - "cell_type": "code", - "execution_count": 170, - "id": "a5400ab8-de28-49a1-97b0-dddafd508552", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.06.9841271.023812.555556126.08.32524.526NEAR BAY
\n", - "
" - ], - "text/plain": [ - " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", - "0 -122.23 37.88 41.0 6.984127 1.02381 \n", - "\n", - " population households median_income median_house_value ocean_proximity \n", - "0 2.555556 126.0 8.3252 4.526 NEAR BAY " - ] - }, - "execution_count": 170, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df[:1]" - ] - }, - { - "cell_type": "markdown", - "id": "25ad6847-ccd2-4d69-988c-62e2261ff2aa", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Модели" - ] - }, - { - "cell_type": "markdown", - "id": "c1884c01-687c-4773-9fd0-b0700ad8fdf1", - "metadata": {}, - "source": [ - "### Линейная регрессия" - ] - }, - { - "cell_type": "code", - "execution_count": 171, - "id": "8df69384-e79a-48ea-930a-0ddfe689d78c", - "metadata": {}, - "outputs": [], - "source": [ - "X = df.drop(columns=['longitude', 'total_bedrooms', 'population', 'households', 'median_house_value'])\n", - "y = df['median_house_value']" - ] - }, - { - "cell_type": "code", - "execution_count": 172, - "id": "4775d88c-4b43-4890-92e3-dd48ed5d82b9", - "metadata": {}, - "outputs": [], - "source": [ - "numeric_features = [col for col in X.columns if col != 'ocean_proximity']\n", - "categorical_features = ['ocean_proximity']" - ] - }, - { - "cell_type": "code", - "execution_count": 182, - "id": "fd7d8823-6dfc-4f04-ae66-8f1bcb85a4e1", - "metadata": {}, - "outputs": [], - "source": [ - "preprocessor_df = ColumnTransformer(\n", - " transformers=[\n", - " ('num', StandardScaler(), numeric_features),\n", - " ('cat', OneHotEncoder(handle_unknown='ignore'), categorical_features)\n", - " ]\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 183, - "id": "160ea2b0-fddb-444b-b7cc-e6964e1548f2", - "metadata": {}, - "outputs": [], - "source": [ - "pipeline_df = Pipeline(steps=[\n", - " ('preprocessor', preprocessor_df),\n", - " ('regressor', ElasticNet())\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": 184, - "id": "799b5aa7-6c18-491d-acd1-6d15557f2301", - "metadata": {}, - "outputs": [], - "source": [ - "param_grid = {\n", - " 'regressor__alpha': [0.01, 0.1, 1.0, 10.0, 100.0],\n", - " 'regressor__fit_intercept': [True, False]\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 190, - "id": "270f69e2-5c5f-4c06-aa2c-2355ad18e688", - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", - "grid_search = GridSearchCV(pipeline_df, param_grid, cv=5, scoring='r2', n_jobs=-1)\n", - "grid_search.fit(X_train, y_train)\n", - "best_model = grid_search.best_estimator_" - ] - }, - { - "cell_type": "code", - "execution_count": 248, - "id": "2105a758-f3d9-4967-bcce-5818ea908c39", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MSE на df: 0.55\n", - "Lin. Reg R^2: 0.5954\n" - ] - } - ], - "source": [ - "y_pred = best_model.predict(X_test)\n", - "mse_df = mean_squared_error(y_test, y_pred)\n", - "print(f\"MSE на df: {mse_df:.2f}\")\n", - "r2 = r2_score(y_test, y_pred)\n", - "print(f\"Lin. Reg R^2: {r2:.4f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "f5179ac7-0196-4b33-b676-fedbae2b4887", - "metadata": {}, - "source": [ - "Отлично, мы применили оптимизацию и получили нормальный результат." - ] - }, - { - "cell_type": "markdown", - "id": "1191be84-d446-489f-8010-ab1549ffad45", - "metadata": {}, - "source": [ - "### А теперь модели-деревья." - ] - }, - { - "cell_type": "code", - "execution_count": 212, - "id": "3b879dd9-ce78-4f98-88fb-7ea787ba18fd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
longitudelatitudehousing_median_agetotal_roomstotal_bedroomspopulationhouseholdsmedian_incomemedian_house_valueocean_proximity
0-122.2337.8841.06.9841271.023812.555556126.08.32524.526NEAR BAY
\n", - "
" - ], - "text/plain": [ - " longitude latitude housing_median_age total_rooms total_bedrooms \\\n", - "0 -122.23 37.88 41.0 6.984127 1.02381 \n", - "\n", - " population households median_income median_house_value ocean_proximity \n", - "0 2.555556 126.0 8.3252 4.526 NEAR BAY " - ] - }, - "execution_count": 212, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df_tree[:1]" - ] - }, - { - "cell_type": "code", - "execution_count": 213, - "id": "3127d43d-7732-4891-9e8b-33a11a064296", - "metadata": {}, - "outputs": [], - "source": [ - "X = df_tree.drop('median_house_value', axis=1)\n", - "y = df_tree['median_house_value']" - ] - }, - { - "cell_type": "code", - "execution_count": 214, - "id": "6bc23c71-da41-4ead-9ae4-74e982969c26", - "metadata": {}, - "outputs": [], - "source": [ - "numeric_features = [col for col in X.columns if col != 'ocean_proximity']\n", - "categorical_features = ['ocean_proximity'] if 'ocean_proximity' in X.columns else []" - ] - }, - { - "cell_type": "code", - "execution_count": 215, - "id": "6f437871-b338-4684-a4e4-526a6d8ebcaa", - "metadata": {}, - "outputs": [], - "source": [ - "preprocessor = ColumnTransformer([\n", - " ('num', StandardScaler(), numeric_features),\n", - " ('cat', OneHotEncoder(handle_unknown='ignore'), categorical_features)\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": 231, - "id": "ea4b5efc-09c7-4df5-bec2-491b994e97f4", - "metadata": {}, - "outputs": [], - "source": [ - "tree_pipeline = Pipeline([\n", - " ('preprocessor', preprocessor),\n", - " ('regressor', DecisionTreeRegressor(random_state=42))\n", - "])\n", - "rf_pipeline = Pipeline([\n", - " ('preprocessor', preprocessor),\n", - " ('regressor', RandomForestRegressor(n_estimators=100, random_state=42, n_jobs=-1))\n", - "])\n", - "gb_pipeline = Pipeline([\n", - " ('preprocessor', preprocessor),\n", - " ('regressor', GradientBoostingRegressor(n_estimators=500, learning_rate=0.05, random_state=42))\n", - "])" - ] - }, - { - "cell_type": "code", - "execution_count": 226, - "id": "010fa074-8a7d-493d-aa77-916663fc8f49", - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" - ] - }, - { - "cell_type": "code", - "execution_count": 242, - "id": "a4860d10-3ce4-440e-b770-91623e6afb0b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "DecisionTreeRegressor MSE: 0.50\n", - "DecisionTreeRegressor R^2: 0.7450\n" - ] - } - ], - "source": [ - "tree_pipeline.fit(X_train, y_train)\n", - "y_pred = tree_pipeline.predict(X_test)\n", - "mse_tree = mean_squared_error(y_test, y_pred)\n", - "print(f\"DecisionTreeRegressor MSE: {mse_tree:.2f}\")\n", - "r2_tree = r2_score(y_test, y_pred_tree)\n", - "print(f\"DecisionTreeRegressor R^2: {r2_tree:.4f}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 241, - "id": "50049555-6b2b-45b5-9bfb-d24d92ecfcb7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "RandomForestRegressor MSE: 0.26\n", - "RandomForestRegressor R^2: 0.8102\n" - ] - } - ], - "source": [ - "rf_pipeline.fit(X_train, y_train)\n", - "y_pred_rf = rf_pipeline.predict(X_test)\n", - "mse_rf = mean_squared_error(y_test, y_pred_rf)\n", - "print(f\"RandomForestRegressor MSE: {rmse_rf:.2f}\")\n", - "r2_tree = r2_score(y_test, y_pred_rf)\n", - "print(f\"RandomForestRegressor R^2: {r2_tree:.4f}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 243, - "id": "5cc11d10-9de7-41eb-9f6d-ff3cb65e3a85", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "GradientBoostingRegressor MSE: 0.26\n", - "GradientBoostingRegressor R^2: 0.8099\n" - ] - } - ], - "source": [ - "gb_pipeline.fit(X_train, y_train)\n", - "y_pred_gb = gb_pipeline.predict(X_test)\n", - "mse_gb = mean_squared_error(y_test, y_pred_gb)\n", - "print(f\"GradientBoostingRegressor MSE: {mse_gb:.2f}\")\n", - "r2_tree = r2_score(y_test, y_pred_gb)\n", - "print(f\"GradientBoostingRegressor R^2: {r2_tree:.4f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "ffd1a472-d69a-469f-9583-449dec8ae4a7", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Выводы (без доп заданий)" - ] - }, - { - "cell_type": "markdown", - "id": "83b96aaf-d447-428d-acf5-e96fab953d68", - "metadata": {}, - "source": [ - "В целом, проведённое сравнение моделей показало, что линейная регрессия справляется с задачей на базовом уровне, объясняя около 60% вариации цен на жильё (MSE = 0.55, R2 = 0.5954). Однако её возможности ограничены, поскольку данные содержат сложные и нелинейные зависимости, которые линейная модель не способна уловить.\n", - "\n", - "Дерево решений уже демонстрирует заметно лучшую точность, объясняя примерно 75% вариации (MSE = 0.50, R2 = 0.7450). Оно умеет учитывать нелинейности, но при этом склонно к переобучению и чувствительно к отдельным наблюдениям.\n", - "\n", - "Наибольшую точность показали ансамблевые методы - случайный лес и градиентный бустинг (RandomForest: MSE = 0.26, R2 = 0.8102; GradientBoosting: MSE = 0.26, R2 = 0.8099). Они смогли объяснить более 80% вариации данных, одновременно снижая эффект переобучения за счёт усреднения нескольких деревьев или последовательного обучения слабых моделей. Разница между ними по точности минимальна, но случайный лес обучается быстрее, что делает его более удобным для практического применения.\n", - "\n", - "Таким образом, для этой задачи оптимальным выбором будет использование ансамблевых моделей деревьев, а линейная регрессия может служить быстрым ориентиром или базовой моделью для оценки качества признаков." - ] - }, - { - "cell_type": "markdown", - "id": "71dc9cf7-8b31-4911-aedc-ed34262cddb2", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## (Доп., +5 балла) Самостоятельно реализовать один из регрессионных методов, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." - ] - }, - { - "cell_type": "code", - "execution_count": 271, - "id": "86d7f31c-cff1-4cb5-ac62-fd992404042f", - "metadata": {}, - "outputs": [], - "source": [ - "class MyRidgeRegression:\n", - " def __init__(self, alpha=1.0, lr=0.01, n_iter=1000):\n", - " self.alpha = alpha \n", - " self.lr = lr \n", - " self.n_iter = n_iter \n", - " self.w = None\n", - " self.b = None\n", - "\n", - " def fit(self, X, y):\n", - " n_samples, n_features = X.shape\n", - " self.w = np.zeros(n_features)\n", - " self.b = 0\n", - "\n", - " for _ in range(self.n_iter):\n", - " y_pred = X.dot(self.w) + self.b\n", - " dw = (1/n_samples) * (X.T.dot(y_pred - y) + self.alpha * self.w)\n", - " db = (1/n_samples) * np.sum(y_pred - y)\n", - " self.w -= self.lr * dw\n", - " self.b -= self.lr * db\n", - " return self\n", - "\n", - " def predict(self, X):\n", - " return X.dot(self.w) + self.b" - ] - }, - { - "cell_type": "code", - "execution_count": 262, - "id": "773ca298-f9e0-4180-b50d-08f9ea3e5a49", - "metadata": {}, - "outputs": [], - "source": [ - "X = df.drop(columns=['longitude', 'total_bedrooms', 'population', 'households', 'median_house_value'])\n", - "y = df['median_house_value']" - ] - }, - { - "cell_type": "code", - "execution_count": 267, - "id": "a4282194-2b41-41a2-877b-9ebc8cced20f", - "metadata": {}, - "outputs": [], - "source": [ - "encoded_data = ohe.fit_transform(df[['ocean_proximity']])\n", - "X.drop(columns=['ocean_proximity'],inplace=True)\n", - "X = pd.concat([X,encoded_data],axis=1)" - ] - }, - { - "cell_type": "code", - "execution_count": 281, - "id": "909b8dd8-f003-4638-bb99-a4317b353a36", - "metadata": {}, - "outputs": [], - "source": [ - "scaler_X = StandardScaler()\n", - "X_scaled = scaler_X.fit_transform(X)\n", - "\n", - "scaler_y = StandardScaler()\n", - "y_scaled = scaler_y.fit_transform(y.values.reshape(-1, 1)).flatten()" - ] - }, - { - "cell_type": "code", - "execution_count": 284, - "id": "954a96d0-2888-4583-919e-51ac375196dd", - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test, y_train, y_test = train_test_split(X_scaled, y_scaled, test_size=0.2, random_state=42)\n", - "my_lr = MyRidgeRegression(lr=0.01, n_iter=500, alpha=0.1).fit(X_train, y_train)" - ] - }, - { - "cell_type": "code", - "execution_count": 285, - "id": "7b1bd054-31b0-4ba9-9c05-e9851dda2d0f", - "metadata": {}, - "outputs": [], - "source": [ - "y_pred_scaled = my_lr.predict(X_test)\n", - "y_pred_lr = scaler_y.inverse_transform(y_pred_scaled.reshape(-1,1)).flatten()\n", - "y_test_orig = scaler_y.inverse_transform(y_test.reshape(-1,1)).flatten()" - ] - }, - { - "cell_type": "code", - "execution_count": 286, - "id": "bb79a3f1-cfb0-4388-97a3-8bbff9acfc63", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MyRidgeRegression MSE: 0.55\n", - "MyRidgeRegression R^2: 0.5956\n" - ] - } - ], - "source": [ - "mse_lr = mean_squared_error(y_test_orig, y_pred_lr)\n", - "r2_lr = r2_score(y_test_orig, y_pred_lr)\n", - "\n", - "print(f\"MyRidgeRegression MSE: {mse_lr:.2f}\")\n", - "print(f\"MyRidgeRegression R^2: {r2_lr:.4f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "208e8e06-6ad3-4cef-8043-12e4dba1790d", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## (Доп., +5 балла) Используя два разных фреймворка автоматического машинного обучения, получить две модели для решения задачи регрессии. Сравнить полученные модели с использованными Вами." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "6f86c2e9-c0d8-46eb-9fc1-7e22ceb22d3b", - "metadata": {}, - "outputs": [], - "source": [ - "df['total_rooms'] = df['total_rooms'] / df['households']\n", - "df['total_bedrooms'] = df['total_bedrooms'] / df['households']\n", - "df['population'] = df['population'] / df['households']\n", - "df['median_house_value'] = df['median_house_value']/100000" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "5763e3d8-dcbe-4dd4-bbda-063566cac443", - "metadata": {}, - "outputs": [], - "source": [ - "X = df.drop('median_house_value', axis=1)\n", - "y = df['median_house_value']" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "ed54eff1-53f0-49e7-8aaa-ce3dab6ac5d6", - "metadata": {}, - "outputs": [], - "source": [ - "ohe = OneHotEncoder(sparse_output=False) \n", - "encoded_data = ohe.fit_transform(X[['ocean_proximity']])\n", - "encoded_df = pd.DataFrame(encoded_data, columns=ohe.get_feature_names_out(['ocean_proximity']))\n", - "X = X.drop(columns=['ocean_proximity']).reset_index(drop=True)\n", - "encoded_df = encoded_df.reset_index(drop=True)\n", - "X = pd.concat([X, encoded_df], axis=1)" - ] - }, - { - "cell_type": "markdown", - "id": "fff33bc6-1e31-4a47-b51c-b2c7c85cec4b", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## TPOT" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "cb5cadc1-97c3-4b54-a043-214dcb7764a7", - "metadata": {}, - "outputs": [], - "source": [ - "from tpot import TPOTRegressor" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "f5df453b-3df5-45be-b529-11eaefade398", - "metadata": {}, - "outputs": [], - "source": [ - "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "ed363d82-f73f-4961-82a7-3a7fdfb71c2f", - "metadata": {}, - "outputs": [], - "source": [ - "tpot = TPOTRegressor(\n", - " generations=3,\n", - " population_size=3,\n", - " max_time_mins=35,\n", - " random_state=42,\n", - " n_jobs=8\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "6b6b0b3e-3d42-4a15-aaec-4523635b138d", - "metadata": {}, - "outputs": [], - "source": [ - "X_small = X_train[:3000]\n", - "y_small = y_train[:3000]\n", - "scaler_X = StandardScaler()\n", - "X_scaled = scaler_X.fit_transform(X_small)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "7d3dc050-0274-471c-9c2b-01b983d6c2c0", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/mazer1x/miniconda3/envs/menv/lib/python3.10/site-packages/tpot/tpot_estimator/estimator.py:458: UserWarning: Both generations and max_time_mins are set. TPOT will terminate when the first condition is met.\n", - " warnings.warn(\"Both generations and max_time_mins are set. TPOT will terminate when the first condition is met.\")\n", - "Generation: 100%|███████████████████████████████████████████| 3/3 [1:00:10<00:00, 1203.39s/it]\n" - ] - }, - { - "data": { - "text/html": [ - "
TPOTRegressor(max_time_mins=35, n_jobs=8, random_state=42,\n",
-       "              search_space=<tpot.search_spaces.pipelines.sequential.SequentialPipeline object at 0x7de7ccfc2b90>)
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" - ], - "text/plain": [ - "TPOTRegressor(max_time_mins=35, n_jobs=8, random_state=42,\n", - " search_space=)" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "tpot.fit(X_scaled, y_small)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "e3136855-7a50-481d-87f5-c08715298a53", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/mazer1x/miniconda3/envs/menv/lib/python3.10/site-packages/sklearn/utils/validation.py:2742: UserWarning: X has feature names, but MinMaxScaler was fitted without feature names\n", - " warnings.warn(\n" - ] - } - ], - "source": [ - "y_pred_tpot = tpot.predict(X_test)\n", - "mse_tpot = mean_squared_error(y_test, y_pred_tpot)\n", - "r2_tpot = r2_score(y_test, y_pred_tpot)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "e0dcf74c-70bd-47e7-8320-c4656de9592d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "TPOTRegressor:\n", - " MSE = 3.6496\n", - " R2 = -1.6688\n" - ] - } - ], - "source": [ - "print(\"TPOTRegressor:\")\n", - "print(f\" MSE = {mse_tpot:.4f}\")\n", - "print(f\" R2 = {r2_tpot:.4f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "d78b63a6-184b-4822-b791-baf2b3293170", - "metadata": {}, - "source": [ - "Слабые результаты, попробуем другие либы найти" - ] - }, - { - "cell_type": "markdown", - "id": "54b2f5a1-109e-4eee-b552-4f4d1df02715", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## FLAML" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "48f686b0-8acb-449a-a27d-cde42230db14", - "metadata": {}, - "outputs": [], - "source": [ - "from flaml import AutoML" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "2446528e-0987-47d6-9cfb-952b773098c5", - "metadata": {}, - "outputs": [], - "source": [ - "X_train_clean = X_train.copy()\n", - "X_test_clean = X_test.copy()\n", - "\n", - "# Надо переименовать колонки, потому что иначе xgboost не съест\n", - "X_train_clean.columns = [\n", - " str(c).replace(\"[\",\"_\").replace(\"]\",\"\").replace(\"<\",\"_\").replace(\">\",\"_\")\n", - " for c in X_train_clean.columns\n", - "]\n", - "X_test_clean.columns = [\n", - " str(c).replace(\"[\",\"_\").replace(\"]\",\"\").replace(\"<\",\"_\").replace(\">\",\"_\")\n", - " for c in X_test_clean.columns\n", - "]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "4f87a281-c580-41e3-9757-862587d0562a", - "metadata": {}, - "outputs": [], - "source": [ - "automl = AutoML()\n", - "automl_settings = {\n", - " \"task\": \"regression\",\n", - " \"time_budget\": 30, \n", - " \"metric\": \"r2\"\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "94bd0558-6659-4019-8d1b-f9b78370030e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[flaml.automl.logger: 11-25 14:02:56] {1752} INFO - task = regression\n", - "[flaml.automl.logger: 11-25 14:02:56] {1763} INFO - Evaluation method: holdout\n", - "[flaml.automl.logger: 11-25 14:02:56] {1862} INFO - Minimizing error metric: 1-r2\n", - "[flaml.automl.logger: 11-25 14:02:56] {1979} INFO - List of ML learners in AutoML Run: ['lgbm', 'rf', 'xgboost', 'extra_tree', 'xgb_limitdepth', 'sgd']\n", - "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 0, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:02:56] {2417} INFO - Estimated sufficient time budget=480s. Estimated necessary time budget=3s.\n", - "[flaml.automl.logger: 11-25 14:02:56] {2466} INFO - at 0.1s,\testimator lgbm's best error=0.7134,\tbest estimator lgbm's best error=0.7134\n", - "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 1, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:02:56] {2466} INFO - at 0.2s,\testimator lgbm's best error=0.7134,\tbest estimator lgbm's best error=0.7134\n", - "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 2, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:02:56] {2466} INFO - at 0.5s,\testimator sgd's best error=1.0379,\tbest estimator lgbm's best error=0.7134\n", - "[flaml.automl.logger: 11-25 14:02:56] {2282} INFO - iteration 3, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:02:57] {2466} INFO - at 0.8s,\testimator xgboost's best error=0.7135,\tbest estimator lgbm's best error=0.7134\n", - "[flaml.automl.logger: 11-25 14:02:57] {2282} INFO - iteration 4, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:02:57] {2466} INFO - at 1.2s,\testimator xgboost's best error=0.7135,\tbest estimator lgbm's best error=0.7134\n", - "[flaml.automl.logger: 11-25 14:02:57] {2282} INFO - iteration 5, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 1.8s,\testimator lgbm's best error=0.4956,\tbest estimator lgbm's best error=0.4956\n", - "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 6, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 2.0s,\testimator extra_tree's best error=0.4969,\tbest estimator lgbm's best error=0.4956\n", - "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 7, current learner rf\n", - "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 2.2s,\testimator rf's best error=0.4889,\tbest estimator rf's best error=0.4889\n", - "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 8, current learner rf\n", - "[flaml.automl.logger: 11-25 14:02:58] {2466} INFO - at 2.4s,\testimator rf's best error=0.3352,\tbest estimator rf's best error=0.3352\n", - "[flaml.automl.logger: 11-25 14:02:58] {2282} INFO - iteration 9, current learner rf\n", - "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 2.6s,\testimator rf's best error=0.3352,\tbest estimator rf's best error=0.3352\n", - "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 10, current learner rf\n", - "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 2.9s,\testimator rf's best error=0.2868,\tbest estimator rf's best error=0.2868\n", - "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 11, current learner rf\n", - "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 3.4s,\testimator rf's best error=0.2471,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 12, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:02:59] {2466} INFO - at 3.5s,\testimator extra_tree's best error=0.3947,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:02:59] {2282} INFO - iteration 13, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 3.6s,\testimator extra_tree's best error=0.3947,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 14, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 3.7s,\testimator extra_tree's best error=0.3412,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 15, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 4.1s,\testimator xgboost's best error=0.4888,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 16, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:03:00] {2466} INFO - at 4.2s,\testimator sgd's best error=1.0379,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:00] {2282} INFO - iteration 17, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:01] {2466} INFO - at 4.6s,\testimator rf's best error=0.2471,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:01] {2282} INFO - iteration 18, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:03:01] {2466} INFO - at 4.8s,\testimator sgd's best error=0.6540,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:01] {2282} INFO - iteration 19, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:01] {2466} INFO - at 5.3s,\testimator lgbm's best error=0.2888,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:01] {2282} INFO - iteration 20, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 5.5s,\testimator extra_tree's best error=0.2670,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 21, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 5.6s,\testimator extra_tree's best error=0.2670,\tbest estimator rf's best error=0.2471\n", - "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 22, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 5.8s,\testimator extra_tree's best error=0.2455,\tbest estimator extra_tree's best error=0.2455\n", - "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 23, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:02] {2466} INFO - at 6.3s,\testimator lgbm's best error=0.2888,\tbest estimator extra_tree's best error=0.2455\n", - "[flaml.automl.logger: 11-25 14:03:02] {2282} INFO - iteration 24, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:03] {2466} INFO - at 7.0s,\testimator lgbm's best error=0.2567,\tbest estimator extra_tree's best error=0.2455\n", - "[flaml.automl.logger: 11-25 14:03:03] {2282} INFO - iteration 25, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:03] {2466} INFO - at 7.2s,\testimator extra_tree's best error=0.2455,\tbest estimator extra_tree's best error=0.2455\n", - "[flaml.automl.logger: 11-25 14:03:03] {2282} INFO - iteration 26, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:03:05] {2466} INFO - at 9.1s,\testimator sgd's best error=0.6540,\tbest estimator extra_tree's best error=0.2455\n", - "[flaml.automl.logger: 11-25 14:03:05] {2282} INFO - iteration 27, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 9.5s,\testimator rf's best error=0.2233,\tbest estimator rf's best error=0.2233\n", - "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 28, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 9.7s,\testimator extra_tree's best error=0.2180,\tbest estimator extra_tree's best error=0.2180\n", - "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 29, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 9.8s,\testimator extra_tree's best error=0.2180,\tbest estimator extra_tree's best error=0.2180\n", - "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 30, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 10.0s,\testimator extra_tree's best error=0.2180,\tbest estimator extra_tree's best error=0.2180\n", - "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 31, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:06] {2466} INFO - at 10.4s,\testimator rf's best error=0.2233,\tbest estimator extra_tree's best error=0.2180\n", - "[flaml.automl.logger: 11-25 14:03:06] {2282} INFO - iteration 32, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:07] {2466} INFO - at 10.9s,\testimator lgbm's best error=0.2567,\tbest estimator extra_tree's best error=0.2180\n", - "[flaml.automl.logger: 11-25 14:03:07] {2282} INFO - iteration 33, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 11.5s,\testimator rf's best error=0.2087,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 34, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 11.7s,\testimator extra_tree's best error=0.2180,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 35, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 12.2s,\testimator rf's best error=0.2087,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 36, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:08] {2466} INFO - at 12.5s,\testimator xgboost's best error=0.3751,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:08] {2282} INFO - iteration 37, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:03:09] {2466} INFO - at 12.9s,\testimator sgd's best error=0.6540,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:09] {2282} INFO - iteration 38, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:09] {2466} INFO - at 13.2s,\testimator xgboost's best error=0.3751,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:09] {2282} INFO - iteration 39, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:09] {2466} INFO - at 13.4s,\testimator extra_tree's best error=0.2180,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:09] {2282} INFO - iteration 40, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:10] {2466} INFO - at 14.0s,\testimator rf's best error=0.2087,\tbest estimator rf's best error=0.2087\n", - "[flaml.automl.logger: 11-25 14:03:10] {2282} INFO - iteration 41, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:10] {2466} INFO - at 14.2s,\testimator extra_tree's best error=0.1915,\tbest estimator extra_tree's best error=0.1915\n", - "[flaml.automl.logger: 11-25 14:03:10] {2282} INFO - iteration 42, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:10] {2466} INFO - at 14.4s,\testimator extra_tree's best error=0.1915,\tbest estimator extra_tree's best error=0.1915\n", - "[flaml.automl.logger: 11-25 14:03:10] {2282} INFO - iteration 43, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:11] {2466} INFO - at 14.6s,\testimator lgbm's best error=0.2567,\tbest estimator extra_tree's best error=0.1915\n", - "[flaml.automl.logger: 11-25 14:03:11] {2282} INFO - iteration 44, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:11] {2466} INFO - at 15.2s,\testimator extra_tree's best error=0.1804,\tbest estimator extra_tree's best error=0.1804\n", - "[flaml.automl.logger: 11-25 14:03:11] {2282} INFO - iteration 45, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:03:12] {2466} INFO - at 15.6s,\testimator sgd's best error=0.6540,\tbest estimator extra_tree's best error=0.1804\n", - "[flaml.automl.logger: 11-25 14:03:12] {2282} INFO - iteration 46, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:12] {2466} INFO - at 16.0s,\testimator extra_tree's best error=0.1804,\tbest estimator extra_tree's best error=0.1804\n", - "[flaml.automl.logger: 11-25 14:03:12] {2282} INFO - iteration 47, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:12] {2466} INFO - at 16.3s,\testimator xgboost's best error=0.3751,\tbest estimator extra_tree's best error=0.1804\n", - "[flaml.automl.logger: 11-25 14:03:12] {2282} INFO - iteration 48, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:13] {2466} INFO - at 17.2s,\testimator extra_tree's best error=0.1804,\tbest estimator extra_tree's best error=0.1804\n", - "[flaml.automl.logger: 11-25 14:03:13] {2282} INFO - iteration 49, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:14] {2466} INFO - at 17.9s,\testimator rf's best error=0.2036,\tbest estimator extra_tree's best error=0.1804\n", - "[flaml.automl.logger: 11-25 14:03:14] {2282} INFO - iteration 50, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:15] {2466} INFO - at 18.9s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:15] {2282} INFO - iteration 51, current learner sgd\n", - "[flaml.automl.logger: 11-25 14:03:15] {2466} INFO - at 19.0s,\testimator sgd's best error=0.6540,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:15] {2282} INFO - iteration 52, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:15] {2466} INFO - at 19.4s,\testimator xgboost's best error=0.2921,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:15] {2282} INFO - iteration 53, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:16] {2466} INFO - at 20.1s,\testimator xgboost's best error=0.2489,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:16] {2282} INFO - iteration 54, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:17] {2466} INFO - at 20.6s,\testimator rf's best error=0.2036,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:17] {2282} INFO - iteration 55, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:18] {2466} INFO - at 22.4s,\testimator lgbm's best error=0.2349,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:18] {2282} INFO - iteration 56, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:19] {2466} INFO - at 22.9s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:19] {2282} INFO - iteration 57, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:19] {2466} INFO - at 23.4s,\testimator xgboost's best error=0.2489,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:19] {2282} INFO - iteration 58, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:20] {2466} INFO - at 24.2s,\testimator xgboost's best error=0.2270,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:20] {2282} INFO - iteration 59, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:21] {2466} INFO - at 24.6s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:21] {2282} INFO - iteration 60, current learner lgbm\n", - "[flaml.automl.logger: 11-25 14:03:21] {2466} INFO - at 25.3s,\testimator lgbm's best error=0.2349,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:21] {2282} INFO - iteration 61, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:22] {2466} INFO - at 25.8s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:22] {2282} INFO - iteration 62, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:22] {2466} INFO - at 26.5s,\testimator xgboost's best error=0.2270,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:22] {2282} INFO - iteration 63, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:23] {2466} INFO - at 26.9s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:23] {2282} INFO - iteration 64, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:23] {2466} INFO - at 27.3s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:23] {2282} INFO - iteration 65, current learner rf\n", - "[flaml.automl.logger: 11-25 14:03:25] {2466} INFO - at 28.5s,\testimator rf's best error=0.1891,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:25] {2282} INFO - iteration 66, current learner xgboost\n", - "[flaml.automl.logger: 11-25 14:03:25] {2466} INFO - at 29.0s,\testimator xgboost's best error=0.2270,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:25] {2282} INFO - iteration 67, current learner extra_tree\n", - "[flaml.automl.logger: 11-25 14:03:25] {2466} INFO - at 29.3s,\testimator extra_tree's best error=0.1755,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:25] {2282} INFO - iteration 68, current learner xgb_limitdepth\n", - "[flaml.automl.logger: 11-25 14:03:26] {2466} INFO - at 29.6s,\testimator xgb_limitdepth's best error=0.2176,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:26] {2282} INFO - iteration 69, current learner xgb_limitdepth\n", - "[flaml.automl.logger: 11-25 14:03:26] {2466} INFO - at 29.9s,\testimator xgb_limitdepth's best error=0.2176,\tbest estimator extra_tree's best error=0.1755\n", - "[flaml.automl.logger: 11-25 14:03:27] {2724} INFO - retrain extra_tree for 0.8s\n", - "[flaml.automl.logger: 11-25 14:03:27] {2727} INFO - retrained model: ExtraTreesRegressor(max_features=0.5207865142222511, max_leaf_nodes=7354,\n", - " n_estimators=119, n_jobs=-1, random_state=12032022)\n", - "[flaml.automl.logger: 11-25 14:03:27] {2009} INFO - fit succeeded\n", - "[flaml.automl.logger: 11-25 14:03:27] {2010} INFO - Time taken to find the best model: 18.883151292800903\n" - ] - } - ], - "source": [ - "automl.fit(X_train_clean, y_train, **automl_settings)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "bd554938-272b-414d-a5ad-a7f4eb80ad92", - "metadata": {}, - "outputs": [], - "source": [ - "y_pred = automl.predict(X_test_clean)\n", - "mse = mean_squared_error(y_test, y_pred)\n", - "r2 = r2_score(y_test, y_pred)" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "7cce07c3-9d52-42a8-987b-be1272e548ce", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "MSE = 0.2318\n", - "R2 = 0.8305\n" - ] - } - ], - "source": [ - "print(f\"MSE = {mse:.4f}\")\n", - "print(f\"R2 = {r2:.4f}\")" - ] - }, - { - "cell_type": "markdown", - "id": "d22a6207-1b5d-4532-9e75-c4d67c91144e", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## H2O" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "3cb6a301-a114-42ae-8f33-c0c3b9995570", - "metadata": {}, - "outputs": [], - "source": [ - "import h2o\n", - "from h2o.automl import H2OAutoML" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "28f12dd3-ed69-4bbb-a41f-72016672ee23", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Checking whether there is an H2O instance running at http://localhost:54321..... not found.\n", - "Attempting to start a local H2O server...\n", - " Java Version: openjdk version \"21.0.6\" 2025-01-21; OpenJDK Runtime Environment JBR-21.0.6+9-895.97-nomod (build 21.0.6+9-b895.97); OpenJDK 64-Bit Server VM JBR-21.0.6+9-895.97-nomod (build 21.0.6+9-b895.97, mixed mode, sharing)\n", - " Starting server from /home/mazer1x/miniconda3/envs/menv/lib/python3.10/site-packages/h2o/backend/bin/h2o.jar\n", - " Ice root: /tmp/tmp5f3hv365\n", - " JVM stdout: /tmp/tmp5f3hv365/h2o_mazer1x_started_from_python.out\n", - " JVM stderr: /tmp/tmp5f3hv365/h2o_mazer1x_started_from_python.err\n", - " Server is running at http://127.0.0.1:54321\n", - "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n" - ] - }, - { - "data": { - "text/html": [ - "\n", - " \n", - "
\n", - " \n", - " \n", - " \n", - " \n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
H2O_cluster_uptime:03 secs
H2O_cluster_timezone:Europe/Moscow
H2O_data_parsing_timezone:UTC
H2O_cluster_version:3.46.0.9
H2O_cluster_version_age:21 hours and 41 minutes
H2O_cluster_name:H2O_from_python_mazer1x_4w9o2c
H2O_cluster_total_nodes:1
H2O_cluster_free_memory:1.978 Gb
H2O_cluster_total_cores:15
H2O_cluster_allowed_cores:15
H2O_cluster_status:locked, healthy
H2O_connection_url:http://127.0.0.1:54321
H2O_connection_proxy:{\"http\": null, \"https\": null}
H2O_internal_security:False
Python_version:3.10.18 final
\n", - "
\n" - ], - "text/plain": [ - "-------------------------- ------------------------------\n", - "H2O_cluster_uptime: 03 secs\n", - "H2O_cluster_timezone: Europe/Moscow\n", - "H2O_data_parsing_timezone: UTC\n", - "H2O_cluster_version: 3.46.0.9\n", - "H2O_cluster_version_age: 21 hours and 41 minutes\n", - "H2O_cluster_name: H2O_from_python_mazer1x_4w9o2c\n", - "H2O_cluster_total_nodes: 1\n", - "H2O_cluster_free_memory: 1.978 Gb\n", - "H2O_cluster_total_cores: 15\n", - "H2O_cluster_allowed_cores: 15\n", - "H2O_cluster_status: locked, healthy\n", - "H2O_connection_url: http://127.0.0.1:54321\n", - "H2O_connection_proxy: {\"http\": null, \"https\": null}\n", - "H2O_internal_security: False\n", - "Python_version: 3.10.18 final\n", - "-------------------------- ------------------------------" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "h2o.init(max_mem_size=\"2G\") " - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "f8b97bdb-fa04-48ce-8b7e-83ed2b4f2182", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n", - "Parse progress: |████████████████████████████████████████████████████████████████| (done) 100%\n" - ] - } - ], - "source": [ - "train_h2o = h2o.H2OFrame(pd.concat([X_train_clean, y_train], axis=1))\n", - "test_h2o = h2o.H2OFrame(pd.concat([X_test_clean, y_test], axis=1))" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "ee000b92-0806-4f7a-bc89-9350ed0448de", - "metadata": {}, - "outputs": [], - "source": [ - "y_col = 'median_house_value'\n", - "x_cols = [c for c in train_h2o.columns if c != y_col]" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "id": "424f94aa-3c2d-4d39-900e-24cea530daef", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "AutoML progress: |\n", - "14:11:50.47: XGBoost_1_AutoML_2_20251125_141149 [XGBoost def_2] failed: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for XGBoost model: XGBoost_1_AutoML_2_20251125_141149_cv_1. Details: ERRR on field: _response_column: Response contains missing values (NAs) - not supported by XGBoost.\n", - "\n", - "\n", - "████\n", - "14:11:57.41: XGBoost_2_AutoML_2_20251125_141149 [XGBoost def_1] failed: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for XGBoost model: XGBoost_2_AutoML_2_20251125_141149_cv_1. Details: ERRR on field: _response_column: Response contains missing values (NAs) - not supported by XGBoost.\n", - "\n", - "\n", - "███████\n", - "14:12:32.101: XGBoost_3_AutoML_2_20251125_141149 [XGBoost def_3] failed: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for XGBoost model: XGBoost_3_AutoML_2_20251125_141149_cv_1. Details: ERRR on field: _response_column: Response contains missing values (NAs) - not supported by XGBoost.\n", - "\n", - "\n", - "███████\n", - "14:13:06.486: XGBoost_grid_1_AutoML_2_20251125_141149 [XGBoost Grid Search] failed: water.exceptions.H2OGridException: Aborting Grid search after too many consecutive model failures.\n", - "\n", - "█████████████████████████████████████████████| (done) 100%\n" - ] - }, - { - "data": { - "text/html": [ - "
Model Details\n",
-       "=============\n",
-       "H2OStackedEnsembleEstimator : Stacked Ensemble\n",
-       "Model Key: StackedEnsemble_AllModels_4_AutoML_2_20251125_141149\n",
-       "
\n", - "
\n", - " \n", - "
\n", - " \n", - " \n", - " \n", - "\n", - " \n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
Model Summary for Stacked Ensemble:
keyvalue
Stacking strategycross_validation
Number of base models (used / total)6/49
# GBM base models (used / total)6/39
# DRF base models (used / total)0/2
# DeepLearning base models (used / total)0/7
# GLM base models (used / total)0/1
Metalearner algorithmGLM
Metalearner fold assignment schemeRandom
Metalearner nfolds5
Metalearner fold_columnNone
Custom metalearner hyperparametersNone
\n", - "
\n", - "
\n", - "
ModelMetricsRegressionGLM: stackedensemble\n",
-       "** Reported on train data. **\n",
-       "\n",
-       "MSE: 0.38660396689411874\n",
-       "RMSE: 0.6217748522529025\n",
-       "MAE: 0.3978538632541648\n",
-       "RMSLE: 0.1924420244541882\n",
-       "Mean Residual Deviance: 0.38660396689411874\n",
-       "R^2: 0.7065766698867575\n",
-       "Null degrees of freedom: 8345\n",
-       "Residual degrees of freedom: 8339\n",
-       "Null deviance: 10996.954674656634\n",
-       "Residual deviance: 3226.596707698315\n",
-       "AIC: 15769.263745848752
\n", - "
ModelMetricsRegressionGLM: stackedensemble\n",
-       "** Reported on cross-validation data. **\n",
-       "\n",
-       "MSE: 0.7256978779512381\n",
-       "RMSE: 0.8518790277681674\n",
-       "MAE: 0.6127467927301447\n",
-       "RMSLE: 0.26009743212959285\n",
-       "Mean Residual Deviance: 0.7256978779512381\n",
-       "R^2: 0.45176056459561675\n",
-       "Null degrees of freedom: 16345\n",
-       "Residual degrees of freedom: 16337\n",
-       "Null deviance: 23605.576888730076\n",
-       "Residual deviance: 11862.257512990938\n",
-       "AIC: 41167.05954013438
\n", - "
\n", - " \n", - "
\n", - " \n", - " \n", - " \n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - " \n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "
Cross-Validation Metrics Summary:
meansdcv_1_validcv_2_validcv_3_validcv_4_validcv_5_valid
aic8245.091123.910838311.7888406.3398077.42878237.7378192.163
loglikelihood0.00.00.00.00.00.00.0
mae0.61281430.01128320.61394760.61599590.59428330.61475490.6250893
mean_residual_deviance0.72586080.02999830.74790690.73128790.67375710.73243310.7439193
mse0.72586080.02999830.74790690.73128790.67375710.73243310.7439193
null_deviance4721.115181.964864946.0594779.6894458.87844641.84674779.1035
r20.45163020.00794690.45595580.43914510.46010020.44970940.4532408
residual_deviance2372.451486.685692434.4372430.06962222.72462384.06962390.9568
rmse0.85182550.01782430.86481610.85515370.82082710.85582300.8625076
rmsle0.26011090.00376770.25946160.25688520.25623640.26330880.2646625
\n", - "
\n", - "
\n",
-       "\n",
-       "[tips]\n",
-       "Use `model.explain()` to inspect the model.\n",
-       "--\n",
-       "Use `h2o.display.toggle_user_tips()` to switch on/off this section.
" - ], - "text/plain": [ - "Model Details\n", - "=============\n", - "H2OStackedEnsembleEstimator : Stacked Ensemble\n", - "Model Key: StackedEnsemble_AllModels_4_AutoML_2_20251125_141149\n", - "\n", - "\n", - "Model Summary for Stacked Ensemble: \n", - "key value\n", - "----------------------------------------- ----------------\n", - "Stacking strategy cross_validation\n", - "Number of base models (used / total) 6/49\n", - "# GBM base models (used / total) 6/39\n", - "# DRF base models (used / total) 0/2\n", - "# DeepLearning base models (used / total) 0/7\n", - "# GLM base models (used / total) 0/1\n", - "Metalearner algorithm GLM\n", - "Metalearner fold assignment scheme Random\n", - "Metalearner nfolds 5\n", - "Metalearner fold_column\n", - "Custom metalearner hyperparameters None\n", - "\n", - "ModelMetricsRegressionGLM: stackedensemble\n", - "** Reported on train data. **\n", - "\n", - "MSE: 0.38660396689411874\n", - "RMSE: 0.6217748522529025\n", - "MAE: 0.3978538632541648\n", - "RMSLE: 0.1924420244541882\n", - "Mean Residual Deviance: 0.38660396689411874\n", - "R^2: 0.7065766698867575\n", - "Null degrees of freedom: 8345\n", - "Residual degrees of freedom: 8339\n", - "Null deviance: 10996.954674656634\n", - "Residual deviance: 3226.596707698315\n", - "AIC: 15769.263745848752\n", - "\n", - "ModelMetricsRegressionGLM: stackedensemble\n", - "** Reported on cross-validation data. **\n", - "\n", - "MSE: 0.7256978779512381\n", - "RMSE: 0.8518790277681674\n", - "MAE: 0.6127467927301447\n", - "RMSLE: 0.26009743212959285\n", - "Mean Residual Deviance: 0.7256978779512381\n", - "R^2: 0.45176056459561675\n", - "Null degrees of freedom: 16345\n", - "Residual degrees of freedom: 16337\n", - "Null deviance: 23605.576888730076\n", - "Residual deviance: 11862.257512990938\n", - "AIC: 41167.05954013438\n", - "\n", - "Cross-Validation Metrics Summary: \n", - " mean sd cv_1_valid cv_2_valid cv_3_valid cv_4_valid cv_5_valid\n", - "---------------------- -------- ---------- ------------ ------------ ------------ ------------ ------------\n", - "aic 8245.09 123.911 8311.79 8406.34 8077.43 8237.74 8192.16\n", - "loglikelihood 0 0 0 0 0 0 0\n", - "mae 0.612814 0.0112832 0.613948 0.615996 0.594283 0.614755 0.625089\n", - "mean_residual_deviance 0.725861 0.0299983 0.747907 0.731288 0.673757 0.732433 0.743919\n", - "mse 0.725861 0.0299983 0.747907 0.731288 0.673757 0.732433 0.743919\n", - "null_deviance 4721.11 181.965 4946.06 4779.69 4458.88 4641.85 4779.1\n", - "r2 0.45163 0.0079469 0.455956 0.439145 0.4601 0.449709 0.453241\n", - "residual_deviance 2372.45 86.6857 2434.44 2430.07 2222.72 2384.07 2390.96\n", - "rmse 0.851826 0.0178243 0.864816 0.855154 0.820827 0.855823 0.862508\n", - "rmsle 0.260111 0.00376768 0.259462 0.256885 0.256236 0.263309 0.264662\n", - "\n", - "[tips]\n", - "Use `model.explain()` to inspect the model.\n", - "--\n", - "Use `h2o.display.toggle_user_tips()` to switch on/off this section." - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "aml = H2OAutoML(max_runtime_secs=300, seed=42)\n", - "aml.train(x=x_cols, y=y_col, training_frame=train_h2o)" - ] - }, - { - "cell_type": "markdown", - "id": "ac6f2726-64a0-41ba-a6ba-55292e43f719", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "source": [ - "## Общие выводы // Сравнить полученные модели с использованными Вами." - ] - }, - { - "cell_type": "markdown", - "id": "eced8f07-4eb3-4bc9-b111-1aac2ba39e45", - "metadata": {}, - "source": [ - "| Модель | MSE | R2 | Комментарий |\n", - "|-----------------------------|---------|----------|-------------|\n", - "| **Линейная регрессия** | 0.55 | 0.5954 | Базовая модель, объясняет ~60% вариации, не улавливает сложные нелинейности |\n", - "| **MyRidgeRegression** | 0.55 | 0.5956 | Регуляризация улучшает стабильность, аналогично обычной линейной регрессии |\n", - "| **Дерево решений** | 0.50 | 0.7450 | Учитывает нелинейности, но склонно к переобучению и чувствительно к выбросам |\n", - "| **RandomForest** | 0.26 | 0.8102 | Ансамблевый метод, уменьшает переобучение, быстрый в обучении, точность >80% |\n", - "| **GradientBoosting** | 0.26 | 0.8099 | Ансамблевый бустинг, высокая точность, чуть медленнее обучения |\n", - "| **TPOT** | 3.6496 | -1.6688 | Без масштабирования и обработки OHE — очень плохие результаты |\n", - "| **FLAML** | 0.2318 | 0.8305 | Лучший результат, автоматический подбор модели и гиперпараметров, точность ~83% |\n", - "| **H2O AutoML** | 0.39 | 0.71 | Хорошие результаты, но чуть уступает FLAML |\n" - ] - }, - { - "cell_type": "markdown", - "id": "a9bcd14b-24ca-4675-b87a-e2bc246cdb23", - "metadata": {}, - "source": [ - "Сравнение моделей показывает, как различается их точность на нашей задаче прогнозирования:\n", - "\n", - "Линейная регрессия и MyRidgeRegression демонстрируют базовый уровень предсказаний с MSE около 0.55 и R2 около 0.595, объясняя примерно 60% вариации данных. Они подходят для быстрого ориентирования и базовой оценки качества признаков, но не улавливают сложные нелинейные зависимости.\n", - "\n", - "Дерево решений показывает заметный рост точности: MSE = 0.50, R2 = 0.745. Модель умеет учитывать нелинейности, но склонна к переобучению и чувствительна к выбросам.\n", - "\n", - "Ансамблевые методы, такие как RandomForest и GradientBoosting, достигают ещё более высокой точности: MSE = 0.26, R2 ~ 0.81, объясняя более 80% вариации данных. RandomForest обучается быстрее, что делает его удобным для практического применения, в то время как GradientBoosting достигает схожей точности, но обучение происходит чуть медленнее.\n", - "\n", - "Автоматические методы AutoML показали интересные результаты: TPOT в текущем виде справился плохо (MSE = 3.6496, R2 = -1.6688), из-за сложности обучения. FLAML показал лучший результат среди всех моделей (MSE = 0.2318, R2 = 0.8305), благодаря автоматическому подбору модели и гиперпараметров. H2O AutoML также показал хорошие результаты (MSE = 0.39, R2 = 0.71), но уступил FLAML и потребовал удаления пропусков в целевой переменной.\n", - "\n", - "В целом, для данной задачи оптимальным выбором являются ансамблевые методы и современные AutoML решения, а линейные модели могут служить лишь базовой отправной точкой.\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.18" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/tests/Tests1/__init__.py b/tests/Tests1/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/tests/Tests1/matrix_tests.py b/tests/Tests1/matrix_tests.py deleted file mode 100644 index fd246dd3..00000000 --- a/tests/Tests1/matrix_tests.py +++ /dev/null @@ -1,103 +0,0 @@ -import pytest -import sys -import os - -sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../")) -from project.Task1.matrix_operations import ( - matrix_add, - matrix_multiply, - matrix_transpose, - Matrix, -) - - -class TestMatrixOperations: - """Test cases for matrix operations.""" - - def test_matrix_add(self): - """Test matrix addition.""" - result = matrix_add([[1, 2], [3, 4]], [[5, 6], [7, 8]]) - assert result == [[6, 8], [10, 12]] - - def test_matrix_add_invalid_dimensions(self): - """Test matrix addition with invalid dimensions.""" - with pytest.raises(ValueError, match="Matrices must have the same dimensions"): - matrix_add([[1, 2]], [[3, 4, 5]]) - - def test_matrix_multiply(self): - """Test matrix multiplication.""" - result = matrix_multiply([[1, 2], [3, 4]], [[2, 0], [1, 2]]) - assert result == [[4, 4], [10, 8]] - - # Test identity matrix multiplication - identity = [[1, 0], [0, 1]] - matrix = [[1, 2], [3, 4]] - result = matrix_multiply(matrix, identity) - assert result == matrix - - def test_matrix_multiply_invalid_dimensions(self): - """Test matrix multiplication with invalid dimensions.""" - with pytest.raises(ValueError): - matrix_multiply([[1, 2]], [[3, 4, 5]]) - - def test_matrix_transpose(self): - """Test matrix transposition.""" - result = matrix_transpose([[1, 2, 3], [4, 5, 6]]) - assert result == [[1, 4], [2, 5], [3, 6]] - - # Test square matrix transpose - result = matrix_transpose([[1, 2], [3, 4]]) - assert result == [[1, 3], [2, 4]] - - -class TestMatrixClass: - """Test cases for Matrix class.""" - - def test_matrix_creation(self): - """Test Matrix object creation.""" - m = Matrix([[1, 2], [3, 4]]) - assert m.data == [[1, 2], [3, 4]] - assert m.rows == 2 - assert m.cols == 2 - - def test_matrix_creation_invalid(self): - """Test Matrix creation with invalid data.""" - with pytest.raises(ValueError, match="All rows must have the same length"): - Matrix([[1, 2], [3, 4, 5]]) - - def test_matrix_addition(self): - """Test matrix addition using Matrix class.""" - m1 = Matrix([[1, 2], [3, 4]]) - m2 = Matrix([[5, 6], [7, 8]]) - result = m1.add(m2) - expected = Matrix([[6, 8], [10, 12]]) - assert result == expected - - def test_matrix_multiplication(self): - """Test matrix multiplication using Matrix class.""" - m1 = Matrix([[1, 2], [3, 4]]) - m2 = Matrix([[2, 0], [1, 2]]) - result = m1.multiply(m2) - expected = Matrix([[4, 4], [10, 8]]) - assert result == expected - - def test_matrix_transpose_method(self): - """Test matrix transposition using Matrix class.""" - m = Matrix([[1, 2, 3], [4, 5, 6]]) - result = m.transpose() - expected = Matrix([[1, 4], [2, 5], [3, 6]]) - assert result == expected - - def test_matrix_repr(self): - """Test Matrix string representation.""" - m = Matrix([[1, 2], [3, 4]]) - assert repr(m) == "Matrix([[1, 2], [3, 4]])" - - def test_matrix_equality(self): - """Test Matrix equality comparison.""" - m1 = Matrix([[1, 2], [3, 4]]) - m2 = Matrix([[1, 2], [3, 4]]) - m3 = Matrix([[5, 6], [7, 8]]) - assert m1 == m2 - assert m1 != m3 - assert m1 != "not a matrix" diff --git a/tests/Tests1/vector_tests.py b/tests/Tests1/vector_tests.py deleted file mode 100644 index 211f055e..00000000 --- a/tests/Tests1/vector_tests.py +++ /dev/null @@ -1,51 +0,0 @@ -import pytest -import math -import sys -import os - -sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../")) -from project.Task1.vector_operations import ( - dot_product, - vector_length, - angle_between, - Vector, -) - - -class TestVectorOperations: - """Test cases for vector operations.""" - - def test_dot_product(self): - """Test dot product calculation.""" - assert dot_product([1, 2], [3, 4]) == 11 - assert dot_product([0, 0], [1, 2]) == 0 - - def test_dot_product_invalid_input(self): - """Test dot product with invalid inputs.""" - with pytest.raises(ValueError): - dot_product([1, 2], [1]) - - def test_vector_length(self): - """Test vector length calculation.""" - assert vector_length([3, 4]) == 5.0 - assert vector_length([0]) == 0.0 - - def test_angle_between(self): - """Test angle between vectors calculation.""" - assert math.isclose(angle_between([1, 0], [0, 1]), math.pi / 2) - assert angle_between([1, 0], [1, 0]) == 0.0 - - -class TestVectorClass: - """Test cases for Vector class.""" - - def test_vector_creation(self): - """Test Vector object creation.""" - v = Vector([1, 2, 3]) - assert v.components == [1, 2, 3] - - def test_vector_dot_product(self): - """Test dot product using Vector class.""" - v1 = Vector([1, 2]) - v2 = Vector([3, 4]) - assert v1.dot(v2) == 11 diff --git a/tests/Tests2/__init__.py b/tests/Tests2/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/tests/Tests2/generator_tests.py b/tests/Tests2/generator_tests.py deleted file mode 100644 index 30367bb9..00000000 --- a/tests/Tests2/generator_tests.py +++ /dev/null @@ -1,236 +0,0 @@ -import pytest -import sys -import os - -sys.path.insert(0, os.path.join(os.path.dirname(__file__), "../../")) -from project.Task2.generator import * - - -class TestPipeline: - """Simplified tests for data processing pipeline.""" - - @pytest.fixture - def sample_data(self): - return [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] - - @pytest.fixture - def empty_data(self): - return [] - - @pytest.mark.parametrize( - "start,end,expected", - [ - (0, 5, [0, 1, 2, 3, 4]), - (1, 4, [1, 2, 3]), - (-2, 3, [-2, -1, 0, 1, 2]), - ], - ) - def test_data_generator(self, start, end, expected): - """Test data generator with different ranges.""" - result = list(data_generator(start, end)) - assert result == expected - - @pytest.mark.parametrize( - "func,expected", - [ - (lambda x: x * 2, [2, 4, 6, 8, 10]), - (lambda x: x**2, [1, 4, 9, 16, 25]), - (str, ["1", "2", "3", "4", "5"]), - ], - ) - def test_map_operation(self, func, expected): - """Test map operation with different functions.""" - data = [1, 2, 3, 4, 5] - mapped = map_operation(func)(data) - result = list(mapped) - assert result == expected - - @pytest.mark.parametrize( - "predicate,expected", - [ - (lambda x: x % 2 == 0, [2, 4, 6, 8, 10]), - (lambda x: x > 5, [6, 7, 8, 9, 10]), - (lambda x: x < 3, [1, 2]), - ], - ) - def test_filter_operation(self, sample_data, predicate, expected): - """Test filter operation with different predicates.""" - filtered = filter_operation(predicate)(sample_data) - result = list(filtered) - assert result == expected - - @pytest.mark.parametrize( - "n,expected", - [ - (0, []), - (1, [1]), - (3, [1, 2, 3]), - (5, [1, 2, 3, 4, 5]), - (100, [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), - ], - ) - def test_take_operation(self, sample_data, n, expected): - """Test take operation with different counts.""" - taken = take_operation(n)(sample_data) - result = list(taken) - assert result == expected - - @pytest.mark.parametrize( - "n,expected", - [ - (0, [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]), - (1, [2, 3, 4, 5, 6, 7, 8, 9, 10]), - (5, [6, 7, 8, 9, 10]), - (9, [10]), - (10, []), - ], - ) - def test_skip_operation(self, sample_data, n, expected): - """Test skip operation with different counts.""" - skipped = skip_operation(n)(sample_data) - result = list(skipped) - assert result == expected - - @pytest.mark.parametrize( - "start,expected", - [ - (0, [(0, 1), (1, 2), (2, 3)]), - (1, [(1, 1), (2, 2), (3, 3)]), - (10, [(10, 1), (11, 2), (12, 3)]), - ], - ) - def test_enumerate_operation(self, start, expected): - """Test enumerate operation with different start values.""" - data = [1, 2, 3] - enumerated = enumerate_operation(start)(data) - result = list(enumerated) - assert result == expected - - @pytest.mark.parametrize( - "func,initializer,expected", - [ - (lambda x, y: x + y, None, 55), - (lambda x, y: x + y, 100, 155), - (lambda x, y: x * y, None, 3628800), - (lambda x, y: x if x > y else y, None, 10), - ], - ) - def test_reduce_operation(self, sample_data, func, initializer, expected): - """Test reduce operation with different functions and initializers.""" - if initializer is not None: - reducer = reduce_operation(func, initializer) - else: - reducer = reduce_operation(func) - - result = reducer(sample_data) - assert result == expected - - @pytest.mark.parametrize( - "collection_type,expected_type", - [ - (list, list), - (tuple, tuple), - (set, set), - ], - ) - def test_collect_different_types(self, sample_data, collection_type, expected_type): - """Test collect operation with different collection types.""" - stream = filter_operation(lambda x: x % 2 == 0)(sample_data) - result = collect(stream, collection_type) - assert isinstance(result, expected_type) - - @pytest.mark.parametrize( - "data,expected_count", - [ - ([1, 2, 3, 4, 5], 5), - ([], 0), - ([1], 1), - (range(10), 10), - ], - ) - def test_count_operation(self, data, expected_count): - """Test count operation with different data.""" - result = count(data) - assert result == expected_count - - def test_zip_operation(self): - """Test zip operation.""" - data1 = [1, 2, 3] - data2 = [10, 20, 30] - zipped = zip_operation(data2)(data1) - result = list(zipped) - assert result == [(1, 10), (2, 20), (3, 30)] - - def test_custom_operation(self): - """Test custom operation.""" - - def double_batch(stream): - for item in stream: - yield item * 2 - - custom_op = custom_operation(double_batch) - result = list(custom_op([1, 2, 3])) - assert result == [2, 4, 6] - - def test_pipeline_basic(self, sample_data): - """Test basic pipeline.""" - result = list(pipeline(sample_data)) - assert result == sample_data - - def test_pipeline_with_operations(self, sample_data): - """Test pipeline with operations.""" - result = list( - pipeline( - sample_data, - filter_operation(lambda x: x % 2 == 0), - map_operation(lambda x: x * 3), - take_operation(3), - ) - ) - assert result == [6, 12, 18] - - def test_pipeline_complex(self, sample_data): - """Test complex pipeline.""" - result = list( - pipeline( - sample_data, - filter_operation(lambda x: x > 3), - skip_operation(2), - take_operation(3), - map_operation(str), - enumerate_operation(1), - ) - ) - assert result == [(1, "6"), (2, "7"), (3, "8")] - - def test_empty_data(self, empty_data): - """Test with empty data.""" - result = list( - pipeline( - empty_data, - map_operation(lambda x: x * 2), - filter_operation(lambda x: x > 0), - take_operation(5), - ) - ) - assert result == [] - - assert count(empty_data) == 0 - - def test_lazy_evaluation(self): - """Test lazy evaluation.""" - processed_items = [] - - def track_processing(x): - processed_items.append(x) - return x * 2 - - gen = data_generator(1, 1000) - stream = pipeline(gen, map_operation(track_processing), take_operation(3)) - - assert len(processed_items) == 0 - - result = list(stream) - - assert len(processed_items) == 3 - assert result == [2, 4, 6] From 4834423b31ba8a57408fb62de3c13a37b5a08691 Mon Sep 17 00:00:00 2001 From: Mazer1x Date: Fri, 28 Nov 2025 13:23:47 +0300 Subject: [PATCH 14/14] added main --- project/Task8/main.ipynb | 2304 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 2304 insertions(+) create mode 100644 project/Task8/main.ipynb diff --git a/project/Task8/main.ipynb b/project/Task8/main.ipynb new file mode 100644 index 00000000..0243d24d --- /dev/null +++ b/project/Task8/main.ipynb @@ -0,0 +1,2304 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e9a2d2b1-19f8-40ad-9769-1c640d25112d", + "metadata": { + "id": "e9a2d2b1-19f8-40ad-9769-1c640d25112d" + }, + "source": [ + "# Задача 8. Сравнение методов классификации\n", + "\n", + "** **Дедлайн**: 28.11.2025, 23:59\n", + "* Полный балл: 15\n", + "\n", + "## Задача\n", + "\n", + "- [ ] Найти данные, на которых интересно будет решать задачу классификации (больше `1000` строк, больше `5` признаков).\n", + "- [ ] Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (**Data Cleaning**).\n", + "- [ ] Выполнить разведочный анализ (**EDA**), использовать визуализацию, сделать выводы, которые могут быть полезны при дальнейшем решении задачи классификации.\n", + "- [ ] При необходимости выполнить полезные преобразования данных (например, трансформировать категориальные признаки в количественные), убрать ненужные признаки, создать новые (**Feature Engineering**).\n", + "- [ ] Используя **подбор гиперпараметров**, **кросс-валидацию** и при необходимости **масштабирование данных**, добиться наилучшего качества предсказания для библиотечных реализаций (например, из **sklearn**) четырёх методов классификации.\n", + "- [ ] Сравнить все обученные модели, построить их **confusion matrices**. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных.\n", + "- [ ] (**Доп., +5 балла**) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." + ] + }, + { + "cell_type": "markdown", + "source": [ + "[Cсылка на колаб](https://drive.google.com/file/d/1U70jqn5oNygKLk7ltVQykYPCTEqLt6CU/view?usp=sharing)" + ], + "metadata": { + "id": "9nXOX_bcsU8W" + }, + "id": "9nXOX_bcsU8W" + }, + { + "cell_type": "markdown", + "source": [ + "[Резервная ссылка](https://colab.research.google.com/drive/1U70jqn5oNygKLk7ltVQykYPCTEqLt6CU#scrollTo=lzm8ikoS9ILP)" + ], + "metadata": { + "id": "lzm8ikoS9ILP" + }, + "id": "lzm8ikoS9ILP" + }, + { + "cell_type": "code", + "source": [ + "!pip install catboost" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "py3bqQZ0jOk4", + "outputId": "bac49ebe-4b9d-492f-ee40-ddb77211bd76" + }, + "id": "py3bqQZ0jOk4", + "execution_count": 1, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Collecting catboost\n", + " Downloading catboost-1.2.8-cp312-cp312-manylinux2014_x86_64.whl.metadata (1.2 kB)\n", + "Requirement already satisfied: graphviz in /usr/local/lib/python3.12/dist-packages (from catboost) (0.21)\n", + "Requirement already satisfied: matplotlib in /usr/local/lib/python3.12/dist-packages (from catboost) (3.10.0)\n", + "Requirement already satisfied: numpy<3.0,>=1.16.0 in /usr/local/lib/python3.12/dist-packages (from catboost) (2.0.2)\n", + "Requirement already satisfied: pandas>=0.24 in /usr/local/lib/python3.12/dist-packages (from catboost) (2.2.2)\n", + "Requirement already satisfied: scipy in /usr/local/lib/python3.12/dist-packages (from catboost) (1.16.3)\n", + "Requirement already satisfied: plotly in /usr/local/lib/python3.12/dist-packages (from catboost) (5.24.1)\n", + "Requirement already satisfied: six in /usr/local/lib/python3.12/dist-packages (from catboost) (1.17.0)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2025.2)\n", + "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas>=0.24->catboost) (2025.2)\n", + "Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (1.3.3)\n", + "Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (4.60.1)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (1.4.9)\n", + "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (25.0)\n", + "Requirement already satisfied: pillow>=8 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (11.3.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.12/dist-packages (from matplotlib->catboost) (3.2.5)\n", + "Requirement already satisfied: tenacity>=6.2.0 in /usr/local/lib/python3.12/dist-packages (from plotly->catboost) (9.1.2)\n", + "Downloading catboost-1.2.8-cp312-cp312-manylinux2014_x86_64.whl (99.2 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m99.2/99.2 MB\u001b[0m \u001b[31m9.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hInstalling collected packages: catboost\n", + "Successfully installed catboost-1.2.8\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from google.colab import drive\n", + "drive.mount('/content/drive')" + ], + "metadata": { + "id": "rTjdyesSjrQQ", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "f02f008c-fbee-4f58-ce6d-da14860c11a3" + }, + "id": "rTjdyesSjrQQ", + "execution_count": 2, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Mounted at /content/drive\n" + ] + } + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "08a1301b-2fad-4029-9302-3b7135b36281", + "metadata": { + "id": "08a1301b-2fad-4029-9302-3b7135b36281" + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.compose import ColumnTransformer\n", + "from sklearn.preprocessing import OneHotEncoder, StandardScaler\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier,GradientBoostingClassifier\n", + "from sklearn.metrics import f1_score\n", + "from sklearn.model_selection import cross_val_score\n", + "from sklearn.metrics import confusion_matrix" + ] + }, + { + "cell_type": "markdown", + "source": [ + "[Датасет на kaggle](https://www.kaggle.com/datasets/pranavkapratwar/fruit-classification)\n" + ], + "metadata": { + "id": "wVJ8nAi3fwDH" + }, + "id": "wVJ8nAi3fwDH" + }, + { + "cell_type": "markdown", + "source": [ + "**Цель**:\n", + "Многоклассовая классификация фруктов - предсказание названия фрукта на основе его физических и сенсорных характеристик.\\\n", + "**Данные**: \\\n", + "20 классов - различные виды фруктов\\\n", + "6 признаков для классификации:\\\n", + "size (cm) - размер в см (числовой формат)\\\n", + "shape - форма (категориальный формат)\\\n", + "weight (g) - вес в граммах (числовой формат)\\\n", + "avg_price (₹) - цена в рупиях (числовой формат)\\\n", + "color - цвет (категориальный формат)\\\n", + "taste - вкус (категориальный формат)" + ], + "metadata": { + "id": "dPUES__vrEgZ" + }, + "id": "dPUES__vrEgZ" + }, + { + "cell_type": "markdown", + "id": "b1681227-3ca5-4e0e-ad0a-28c72e8859ce", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "id": "b1681227-3ca5-4e0e-ad0a-28c72e8859ce" + }, + "source": [ + "## Считать данные, выполнить первичный анализ данных, при необходимости произвести чистку данных (Data Cleaning)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "21998860-d203-4c48-8693-861ea4a964e7", + "metadata": { + "id": "21998860-d203-4c48-8693-861ea4a964e7" + }, + "outputs": [], + "source": [ + "df = pd.read_csv('/content/drive/MyDrive/Python/8 Task/fruit_classification_dataset.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3fa2ed90-d039-434d-8653-7ad4ecc32709", + "metadata": { + "id": "3fa2ed90-d039-434d-8653-7ad4ecc32709", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 80 + }, + "outputId": "fca335ab-894f-4ba3-f262-6f022ec27f5c" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " size (cm) shape weight (g) avg_price (₹) color taste fruit_name\n", + "0 25.4 round 3089.2 137.1 green sweet watermelon" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)shapeweight (g)avg_price (₹)colortastefruit_name
025.4round3089.2137.1greensweetwatermelon
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "summary": "{\n \"name\": \"df[:1]\",\n \"rows\": 1,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 25.4,\n \"max\": 25.4,\n \"num_unique_values\": 1,\n \"samples\": [\n 25.4\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"shape\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"round\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 3089.2,\n \"max\": 3089.2,\n \"num_unique_values\": 1,\n \"samples\": [\n 3089.2\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": null,\n \"min\": 137.1,\n \"max\": 137.1,\n \"num_unique_values\": 1,\n \"samples\": [\n 137.1\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"color\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"green\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"taste\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"sweet\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"fruit_name\",\n \"properties\": {\n \"dtype\": \"string\",\n \"num_unique_values\": 1,\n \"samples\": [\n \"watermelon\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 5 + } + ], + "source": [ + "df[:1]" + ] + }, + { + "cell_type": "markdown", + "id": "a12a59b9-4609-4632-9e51-83e0fc967b12", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "id": "a12a59b9-4609-4632-9e51-83e0fc967b12" + }, + "source": [ + "### Сначала категориальные переменные + графики" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1e4e9795-3892-42fe-9662-a85db2750379", + "metadata": { + "id": "1e4e9795-3892-42fe-9662-a85db2750379", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 428 + }, + "outputId": "493fdee7-89c9-47a7-f32a-1502cdbec907" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "metadata": {}, + "execution_count": 6 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + } + ], + "source": [ + "plt.figure(figsize=(5,4))\n", + "sns.histplot(df['shape'], bins=3, color='skyblue', kde=False)\n", + "\n", + "plt.title('Распределение значений столбца shape', fontsize=12)\n", + "plt.xlabel('Форма', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "41e9b525-63d8-4f7b-afc2-edaed4c06917", + "metadata": { + "id": "41e9b525-63d8-4f7b-afc2-edaed4c06917", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 459 + }, + "outputId": "b96fb7cb-df35-4cf2-905e-4b57216da9f2" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "metadata": {}, + "execution_count": 7 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + } + ], + "source": [ + "plt.figure(figsize=(5,4))\n", + "sns.histplot(df['color'], bins=20, color='skyblue', kde=False)\n", + "plt.xticks(rotation=45)\n", + "plt.title('Распределение значений столбца color', fontsize=12)\n", + "plt.xlabel('Цвет', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8d4a585e-12e7-4277-868c-9780d5e6997c", + "metadata": { + "id": "8d4a585e-12e7-4277-868c-9780d5e6997c", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 453 + }, + "outputId": "930594e7-eeeb-4708-bd78-47b3357868ad" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "metadata": {}, + "execution_count": 8 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + } + ], + "source": [ + "plt.figure(figsize=(5,4))\n", + "sns.histplot(df['taste'], bins=20, color='skyblue', kde=False)\n", + "plt.xticks(rotation=45)\n", + "plt.title('Распределение значений столбца taste', fontsize=12)\n", + "plt.xlabel('Вкус', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ] + }, + { + "cell_type": "markdown", + "id": "2aba1155-34b4-4692-9ecc-271f2dee63f3", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "id": "2aba1155-34b4-4692-9ecc-271f2dee63f3" + }, + "source": [ + "### Теперь визуализация через таблицы" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f85793c1-af07-4d57-99d5-da8dfee904f0", + "metadata": { + "id": "f85793c1-af07-4d57-99d5-da8dfee904f0", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 303 + }, + "outputId": "9a8cfa50-72e8-44d0-f27b-b9d212d4366a" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "size (cm) 0\n", + "shape 0\n", + "weight (g) 0\n", + "avg_price (₹) 0\n", + "color 0\n", + "taste 0\n", + "fruit_name 0\n", + "dtype: int64" + ], + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
0
size (cm)0
shape0
weight (g)0
avg_price (₹)0
color0
taste0
fruit_name0
\n", + "

" + ] + }, + "metadata": {}, + "execution_count": 9 + } + ], + "source": [ + "df.isna().sum() # нан-ов нет" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "ec2669db-f6ac-4c49-a3a8-26d43cfb9703", + "metadata": { + "id": "ec2669db-f6ac-4c49-a3a8-26d43cfb9703", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 300 + }, + "outputId": "6b4fed0e-92c0-41ff-8552-416cbeef67ce" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " size (cm) weight (g) avg_price (₹)\n", + "count 10000.000000 10000.000000 10000.000000\n", + "mean 8.430600 455.457720 77.016720\n", + "std 6.396915 731.643087 38.946916\n", + "min 0.900000 4.500000 9.000000\n", + "25% 3.700000 45.800000 45.575000\n", + "50% 7.200000 168.800000 75.400000\n", + "75% 10.100000 365.275000 100.700000\n", + "max 27.500000 3299.800000 165.000000" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)weight (g)avg_price (₹)
count10000.00000010000.00000010000.000000
mean8.430600455.45772077.016720
std6.396915731.64308738.946916
min0.9000004.5000009.000000
25%3.70000045.80000045.575000
50%7.200000168.80000075.400000
75%10.100000365.275000100.700000
max27.5000003299.800000165.000000
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + " \n", + "\n", + "\n", + "\n", + " \n", + "
\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "summary": "{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 8,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3532.298971347978,\n \"min\": 0.9,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 8.4306,\n 7.2,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3451.7602389683166,\n \"min\": 4.5,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 455.45772,\n 168.8,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 3510.00282492661,\n \"min\": 9.0,\n \"max\": 10000.0,\n \"num_unique_values\": 8,\n \"samples\": [\n 77.01671999999999,\n 75.4,\n 10000.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 10 + } + ], + "source": [ + "df[['size (cm)','weight (g)','avg_price (₹)']].describe()" + ] + }, + { + "cell_type": "markdown", + "id": "10b49f39-ae70-44d3-8bf1-460c8ee409ce", + "metadata": { + "id": "10b49f39-ae70-44d3-8bf1-460c8ee409ce" + }, + "source": [ + "\"выбросы\" есть, но это полезные данные, так что с ними ничего не делаем." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ed6437b2-c1ea-46ad-831a-e9ccf9c82487", + "metadata": { + "id": "ed6437b2-c1ea-46ad-831a-e9ccf9c82487", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 143 + }, + "outputId": "f0541cbd-fb50-4c61-c750-b3c673bfca20" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " size (cm) weight (g) avg_price (₹)\n", + "size (cm) 1.000000 0.918319 0.602929\n", + "weight (g) 0.918319 1.000000 0.550370\n", + "avg_price (₹) 0.602929 0.550370 1.000000" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + " \n", + "\n", + "\n", + "\n", + " \n", + "
\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "summary": "{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 3,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.2096855409773576,\n \"min\": 0.6029290426493232,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 1.0,\n 0.9183194288226529,\n 0.6029290426493232\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.23952247272727556,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.9183194288226529,\n 1.0,\n 0.550369721819443\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.24583029865953135,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.6029290426493232,\n 0.550369721819443,\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 11 + } + ], + "source": [ + "df[['size (cm)','weight (g)','avg_price (₹)']].corr()" + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Выводы по EDA" + ], + "metadata": { + "id": "zsSzx67AuMSI" + }, + "id": "zsSzx67AuMSI" + }, + { + "cell_type": "code", + "source": [ + "print(f\"Размер датасета: {df.shape}\")\n", + "print(f\"Количество фруктов: {df['fruit_name'].nunique()}\")\n", + "print(f\"Пропущенные значения: {df.isnull().sum().sum()}\")" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "8HsrosH-uXC3", + "outputId": "0ffaa0d9-2a57-40e6-aa61-4dbc748176a4" + }, + "id": "8HsrosH-uXC3", + "execution_count": 12, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Размер датасета: (10000, 7)\n", + "Количество фруктов: 20\n", + "Пропущенные значения: 0\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Вывод: Данные чистые, без пропусков, содержат N записей с 6 признаками для 20 классов фруктов." + ], + "metadata": { + "id": "on_5TEFFulrt" + }, + "id": "on_5TEFFulrt" + }, + { + "cell_type": "code", + "source": [ + "plt.figure(figsize=(5,4))\n", + "sns.histplot(df['fruit_name'], bins=20, color='skyblue', kde=False)\n", + "plt.xticks(rotation=90)\n", + "plt.title('Распределение значений столбца fruit_name', fontsize=12)\n", + "plt.xlabel('Фрукт', fontsize=10)\n", + "plt.ylabel('Количество', fontsize=10)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 509 + }, + "id": "qeL24YgquzkT", + "outputId": "99d2fcc3-9487-42c0-a56b-4d7589581e28" + }, + "id": "qeL24YgquzkT", + "execution_count": 13, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Text(0, 0.5, 'Количество')" + ] + }, + "metadata": {}, + "execution_count": 13 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Распределение равномерное, проблем с дисбалансом нет" + ], + "metadata": { + "id": "zeZJKHG0u-P0" + }, + "id": "zeZJKHG0u-P0" + }, + { + "cell_type": "code", + "source": [ + "df[['size (cm)','weight (g)','avg_price (₹)']].corr()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 143 + }, + "id": "v1--OEN-vLRd", + "outputId": "ce8c29fb-0682-474b-d54a-2a3349aa8e63" + }, + "id": "v1--OEN-vLRd", + "execution_count": 14, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " size (cm) weight (g) avg_price (₹)\n", + "size (cm) 1.000000 0.918319 0.602929\n", + "weight (g) 0.918319 1.000000 0.550370\n", + "avg_price (₹) 0.602929 0.550370 1.000000" + ], + "text/html": [ + "\n", + "
\n", + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
size (cm)weight (g)avg_price (₹)
size (cm)1.0000000.9183190.602929
weight (g)0.9183191.0000000.550370
avg_price (₹)0.6029290.5503701.000000
\n", + "
\n", + "
\n", + "\n", + "
\n", + " \n", + "\n", + " \n", + "\n", + " \n", + "
\n", + "\n", + "\n", + "
\n", + " \n", + "\n", + "\n", + "\n", + " \n", + "
\n", + "
\n", + "
\n" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "dataframe", + "summary": "{\n \"name\": \"df[['size (cm)','weight (g)','avg_price (\\u20b9)']]\",\n \"rows\": 3,\n \"fields\": [\n {\n \"column\": \"size (cm)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.2096855409773576,\n \"min\": 0.6029290426493232,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 1.0,\n 0.9183194288226529,\n 0.6029290426493232\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"weight (g)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.23952247272727556,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.9183194288226529,\n 1.0,\n 0.550369721819443\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"avg_price (\\u20b9)\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.24583029865953135,\n \"min\": 0.550369721819443,\n \"max\": 1.0,\n \"num_unique_values\": 3,\n \"samples\": [\n 0.6029290426493232,\n 0.550369721819443,\n 1.0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n }\n ]\n}" + } + }, + "metadata": {}, + "execution_count": 14 + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Корреляции числовых признаков есть, но мы не будем удалять что-то, потому что используем деревья." + ], + "metadata": { + "id": "XGXHVBlQvOSV" + }, + "id": "XGXHVBlQvOSV" + }, + { + "cell_type": "markdown", + "source": [ + "Категориальные признаки распределены неравномерно, потому собственно и выбраны деревья как способ решения." + ], + "metadata": { + "id": "K5wsaziBve5d" + }, + "id": "K5wsaziBve5d" + }, + { + "cell_type": "markdown", + "source": [ + "Теперь мы готовы к обучению." + ], + "metadata": { + "id": "1-B4niAQvqaM" + }, + "id": "1-B4niAQvqaM" + }, + { + "cell_type": "markdown", + "id": "7f1389e1-eda6-4a4f-a020-fb7fd89a0066", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "id": "7f1389e1-eda6-4a4f-a020-fb7fd89a0066" + }, + "source": [ + "## Используя подбор гиперпараметров, кросс-валидацию и при необходимости масштабирование данных, добиться наилучшего качества предсказания для библиотечных реализаций (например, из sklearn) четырёх методов классификации." + ] + }, + { + "cell_type": "markdown", + "id": "27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7", + "metadata": { + "id": "27fd337d-3ef2-4cd6-8ce2-e6d725d68fa7" + }, + "source": [ + "Используем решающие деревья + catboost" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "6898d6fa-0679-45c9-be4d-b19c6488930b", + "metadata": { + "id": "6898d6fa-0679-45c9-be4d-b19c6488930b" + }, + "outputs": [], + "source": [ + "X = df.drop(\"fruit_name\", axis=1)\n", + "y = df[\"fruit_name\"]\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "44ce80c5-1f9f-4a75-b7f9-555a58521a79", + "metadata": { + "id": "44ce80c5-1f9f-4a75-b7f9-555a58521a79" + }, + "outputs": [], + "source": [ + "numeric_features = [\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]\n", + "categorical_features = [\"shape\", \"color\", \"taste\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "38b0255a-4d02-443a-a3ce-52da65e97895", + "metadata": { + "id": "38b0255a-4d02-443a-a3ce-52da65e97895" + }, + "outputs": [], + "source": [ + "preprocess = ColumnTransformer([\n", + " (\"num\", StandardScaler(), numeric_features),\n", + " (\"cat\", OneHotEncoder(handle_unknown=\"ignore\"), categorical_features)\n", + "])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b3cf06fc-a316-4d45-a15f-775da75a39ad", + "metadata": { + "id": "b3cf06fc-a316-4d45-a15f-775da75a39ad" + }, + "outputs": [], + "source": [ + "dt_pipe = Pipeline([\n", + " (\"preprocess\", preprocess),\n", + " (\"model\", DecisionTreeClassifier(max_depth=None, random_state=42))\n", + "])\n", + "rf_pipe = Pipeline([\n", + " (\"preprocess\", preprocess),\n", + " (\"model\", RandomForestClassifier(\n", + " n_estimators=200,\n", + " max_depth=4,\n", + " random_state=42\n", + " ))\n", + "])\n", + "gb_pipe = Pipeline([\n", + " (\"preprocess\", preprocess),\n", + " (\"model\", GradientBoostingClassifier(\n", + " n_estimators=300,\n", + " learning_rate=0.05,\n", + " max_depth=3,\n", + " random_state=42\n", + " ))\n", + "])\n", + "cat_features = [X.columns.get_loc(col) for col in categorical_features]\n", + "cat_model = CatBoostClassifier(\n", + " iterations=500,\n", + " learning_rate=0.05,\n", + " depth=6,\n", + " loss_function=\"MultiClass\",\n", + " verbose=False\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a09accf9-b26f-455c-911e-1bbdfb7eba72", + "metadata": { + "id": "a09accf9-b26f-455c-911e-1bbdfb7eba72", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "2b70b4ac-7abb-459c-8b43-8f1bad12baf5" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 19 + } + ], + "source": [ + "dt_pipe.fit(X_train, y_train)\n", + "rf_pipe.fit(X_train, y_train)\n", + "gb_pipe.fit(X_train, y_train)\n", + "cat_model.fit(\n", + " X_train,\n", + " y_train,\n", + " cat_features=cat_features\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "3738a8ae-7db5-4cac-86a5-1742d11c0fac", + "metadata": { + "id": "3738a8ae-7db5-4cac-86a5-1742d11c0fac" + }, + "outputs": [], + "source": [ + "models = {\n", + " \"Decision Tree\": dt_pipe,\n", + " \"Random Forest\": rf_pipe,\n", + " \"Gradient Boosting\": gb_pipe,\n", + " \"CatBoost\": cat_model\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "44ea1862-3e7b-44a7-b770-6ef9d21e0428", + "metadata": { + "id": "44ea1862-3e7b-44a7-b770-6ef9d21e0428", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "2217f6bd-cb67-4815-8816-5ce864ad335e" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "F1-macro scores:\n", + "\n", + "Decision Tree: 1.0000\n", + "Random Forest: 1.0000\n", + "Gradient Boosting: 1.0000\n", + "CatBoost: 1.0000\n" + ] + } + ], + "source": [ + "print(\"F1-macro scores:\\n\")\n", + "for name, model in models.items():\n", + " y_pred = model.predict(X_test)\n", + " f1_macro = f1_score(y_test, y_pred, average=\"macro\")\n", + " print(f\"{name}: {f1_macro:.4f}\")" + ] + }, + { + "cell_type": "markdown", + "id": "addbb402-3acc-4e48-b7f0-c2de528f2209", + "metadata": { + "id": "addbb402-3acc-4e48-b7f0-c2de528f2209" + }, + "source": [ + "Мы получили f1=1. Из-за чего?" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "18fc3058-b470-4bdf-a368-d8b2cd83de7a", + "metadata": { + "id": "18fc3058-b470-4bdf-a368-d8b2cd83de7a", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "8a3e8530-63fb-4eec-99c7-9612d2d1dfca" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "[1. 1. 1. 1. 1.] 1.0\n" + ] + } + ], + "source": [ + "score = cross_val_score(rf_pipe, X, y, cv=5, scoring=\"f1_macro\")\n", + "print(score, score.mean())" + ] + }, + { + "cell_type": "markdown", + "id": "b8b7915a-b5eb-484a-9bee-d6b582d8f605", + "metadata": { + "id": "b8b7915a-b5eb-484a-9bee-d6b582d8f605" + }, + "source": [ + "Получается, данные слишком просто различаются. Теперь посмотрим, как справится моя самописная модель." + ] + }, + { + "cell_type": "markdown", + "id": "248e3a63-36b2-4e44-a48c-8b80f21d9617", + "metadata": { + "id": "248e3a63-36b2-4e44-a48c-8b80f21d9617" + }, + "source": [ + "## (Доп., +5 балла) Самостоятельно реализовать один из методов классификации, с возможностью настройки гиперпараметров. Повторить все пункты задания для собственной реализации." + ] + }, + { + "cell_type": "code", + "source": [ + "class LogisticRegressionScratch:\n", + " def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n", + " self.learning_rate = learning_rate\n", + " self.n_iters = n_iters\n", + " self.reg_lambda = reg_lambda\n", + " self.weights = None\n", + " self.bias = None\n", + "\n", + " def _sigmoid(self, z):\n", + " return 1 / (1 + np.exp(-z))\n", + "\n", + " def fit(self, X, y):\n", + " n_samples, n_features = X.shape\n", + "\n", + " self.weights = np.zeros(n_features)\n", + " self.bias = 0\n", + "\n", + " for _ in range(self.n_iters):\n", + " linear = np.dot(X, self.weights) + self.bias\n", + " y_pred = self._sigmoid(linear)\n", + "\n", + " dw = (1/n_samples) * np.dot(X.T, (y_pred - y)) + self.reg_lambda * self.weights\n", + " db = (1/n_samples) * np.sum(y_pred - y)\n", + "\n", + " self.weights -= self.learning_rate * dw\n", + " self.bias -= self.learning_rate * db\n", + "\n", + " def predict_proba(self, X):\n", + " return self._sigmoid(np.dot(X, self.weights) + self.bias)\n", + "\n", + " def predict(self, X):\n", + " proba = self.predict_proba(X)\n", + " return np.where(proba >= 0.5, 1, 0)\n" + ], + "metadata": { + "id": "0JnRv9Yho8Zu" + }, + "id": "0JnRv9Yho8Zu", + "execution_count": 23, + "outputs": [] + }, + { + "cell_type": "markdown", + "id": "cd15b3c3-6c6e-469a-b224-2038def79436", + "metadata": { + "id": "cd15b3c3-6c6e-469a-b224-2038def79436" + }, + "source": [ + "Нам нужна ovr-регрессия, потому что у нас 2+ классов" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "91eecf25-818a-4b3d-82b8-ffb475539d2f", + "metadata": { + "id": "91eecf25-818a-4b3d-82b8-ffb475539d2f" + }, + "outputs": [], + "source": [ + "class LogisticRegressionOvR:\n", + " def __init__(self, learning_rate=0.01, n_iters=1000, reg_lambda=0.0):\n", + " self.learning_rate = learning_rate\n", + " self.n_iters = n_iters\n", + " self.reg_lambda = reg_lambda\n", + " self.classes = None\n", + " self.models = {}\n", + "\n", + " def fit(self, X, y):\n", + " self.classes = np.unique(y)\n", + "\n", + " for cls in self.classes:\n", + " binary_y = np.where(y == cls, 1, 0)\n", + " model = LogisticRegressionScratch(\n", + " learning_rate=self.learning_rate,\n", + " n_iters=self.n_iters,\n", + " reg_lambda=self.reg_lambda\n", + " )\n", + " model.fit(X, binary_y)\n", + " self.models[cls] = model\n", + "\n", + " def predict_proba(self, X):\n", + " probs = np.column_stack([\n", + " self.models[cls].predict_proba(X) for cls in self.classes\n", + " ])\n", + " return probs / probs.sum(axis=1, keepdims=True)\n", + "\n", + " def predict(self, X):\n", + " probs = self.predict_proba(X)\n", + " class_indices = np.argmax(probs, axis=1)\n", + " return self.classes[class_indices]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "c2e18906-3f3e-47d8-9c3b-f324de623235", + "metadata": { + "id": "c2e18906-3f3e-47d8-9c3b-f324de623235" + }, + "outputs": [], + "source": [ + "X_num = df[[\"size (cm)\", \"weight (g)\", \"avg_price (₹)\"]]\n", + "X_cat = pd.get_dummies(df[[\"shape\", \"color\", \"taste\"]])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "2b4be484-7d5c-4ed7-93af-b924c5cbc407", + "metadata": { + "id": "2b4be484-7d5c-4ed7-93af-b924c5cbc407" + }, + "outputs": [], + "source": [ + "X = np.hstack([StandardScaler().fit_transform(X_num), X_cat.values])\n", + "y = df[\"fruit_name\"].values" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "a0515772-f735-46c5-ad4b-2cdd39fb2715", + "metadata": { + "id": "a0515772-f735-46c5-ad4b-2cdd39fb2715" + }, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test_log = train_test_split(X, y, test_size=0.2, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "6efffcd8-f73e-46ad-9b31-5303980342ab", + "metadata": { + "scrolled": true, + "id": "6efffcd8-f73e-46ad-9b31-5303980342ab" + }, + "outputs": [], + "source": [ + "my_logreg = LogisticRegressionOvR(\n", + " learning_rate=0.05,\n", + " n_iters=3000,\n", + " reg_lambda=0.01\n", + ")\n", + "\n", + "my_logreg.fit(X_train, y_train)\n", + "y_pred_my_log = my_logreg.predict(X_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0b154782-8a56-46cc-a968-9365530f8131", + "metadata": { + "id": "0b154782-8a56-46cc-a968-9365530f8131", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "20bed560-f70f-4e06-983b-9823968f3842" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "0.9974926481968736" + ] + }, + "metadata": {}, + "execution_count": 29 + } + ], + "source": [ + "f1_macro = f1_score(y_test_log, y_pred_my_log, average=\"macro\")\n", + "f1_macro" + ] + }, + { + "cell_type": "markdown", + "id": "7b24ed4b-1ea3-4227-ab5d-f9da57b2adce", + "metadata": { + "id": "7b24ed4b-1ea3-4227-ab5d-f9da57b2adce" + }, + "source": [ + "А моя регрессия где-то допустила ошибку, интересно." + ] + }, + { + "cell_type": "markdown", + "id": "16128285-fcd2-459c-a4e9-2322c56035d0", + "metadata": { + "id": "16128285-fcd2-459c-a4e9-2322c56035d0" + }, + "source": [ + "## Сравнить все обученные модели, построить их confusion matrices. Сделать выводы о полученных моделях в рамках решения задачи классификации на выбранных данных." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "ff499fc7-25a6-43e6-9bba-608e82ab2eea", + "metadata": { + "id": "ff499fc7-25a6-43e6-9bba-608e82ab2eea" + }, + "outputs": [], + "source": [ + "models = {\n", + " \"Decision Tree\": dt_pipe,\n", + " \"Random Forest\": rf_pipe,\n", + " \"Gradient Boosting\": gb_pipe,\n", + " \"CatBoost\": cat_model\n", + "}\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "679dca2c-f437-4fca-8773-15a11568ec4c", + "metadata": { + "id": "679dca2c-f437-4fca-8773-15a11568ec4c" + }, + "outputs": [], + "source": [ + "def plot_confusion_matrix(y_true, y_pred, classes, title):\n", + " cm = confusion_matrix(y_true, y_pred, labels=classes)\n", + " plt.figure(figsize=(6,5))\n", + " sns.heatmap(cm,annot=True,xticklabels=classes,yticklabels=classes)\n", + " plt.title(title, fontsize=14)\n", + " plt.xlabel(\"Predicted\", fontsize=12)\n", + " plt.ylabel(\"True\", fontsize=12)\n", + " plt.tight_layout()\n", + " plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "05cf051c-3467-4d4b-8671-be33c43aeefd", + "metadata": { + "id": "05cf051c-3467-4d4b-8671-be33c43aeefd", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "outputId": "9a63c230-5ab7-4411-ca7c-c51b8bb2b974" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "Decision Tree\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "Random Forest\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "Gradient Boosting\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAj8AAAHqCAYAAADrty82AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXdcVfX/x5/3wuWyQTbiAAFRc4vbHGi5My39ZuZOc48kR4mKe5tp3wYOtK/maJhmWWZaOTNBHJBbKQc4GQKXO87vD37eugHKOOAhPs/H4zzkfM7n8zqv97kIbz6fz/l8VJIkSQgEAoFAIBCUE9RP24BAIBAIBAJBaSKSH4FAIBAIBOUKkfwIBAKBQCAoV4jkRyAQCAQCQblCJD8CgUAgEAjKFSL5EQgEAoFAUK4QyY9AIBAIBIJyhUh+BAKBQCAQlCtE8iMQCAQCgaBcIZIfgUBQJFQqFW3btrUoGzRoECqViqtXrz4VT4K/8Pf3x9/f/2nbEAgUiUh+BAKFcvLkSUaMGEGtWrVwdnbGxsYGHx8fnnvuOZYtW8bt27eftkXFkFciVtB2/zzs7OwICQlh0qRJin7GItEUCIqO9dM2IBAILDGZTEyePJlly5ZhZWVF69atef7553FwcCA5OZkjR44QHh7OzJkzOXfuHH5+fk/bspkFCxYwdepURXl6Eu7u7owZM8Z8fvfuXQ4cOMDy5cv56quviImJwdnZ+Sk6LBr79u172hYEAsUikh+BQGG88847LFu2jIYNG7J161aCgoJy1YmJiWHKlClkZmY+BYf54+vri6+v79O2USg8PDyYNWuWRZkkSXTv3p3du3fz2WefMWTIkKdjrhgEBgY+bQsCgWIRw14CgYI4f/48S5YswdPTkz179uSZ+AA0bNiQvXv3WszpuHr1KiqVikGDBpGQkEDPnj1xd3e3GBr58ssv6du3L0FBQdjb2+Pi4sKzzz7L559/nq+nNWvWULt2bWxtbalcuTKTJ08mKysrz7qPG4r5+eef6d69Ox4eHmi1WoKDg5k+fToZGRkW9Q4cOIBKpWLWrFn89ttvPPfcczg5OeHi4kLPnj0ttB/VBfjpp58shq+io6PzjelJqFQqOnbsCMCdO3dyXb927RpDhw7Fz88PGxsbKlWqxNChQ0lMTMxTrzD1b968yfjx4wkODsbOzg5XV1dq1qzJiBEjSElJAXLm82zYsAGAgIAAc8x/H/rLa87PrFmzUKlUHDhwgM2bN1O/fn3s7Ozw9fVl/PjxeSbTBoOBBQsWEBgYiK2tLUFBQSxYsIDLly+bv98EgrKG6PkRCBTEhg0bMBqNvPHGG3h6ej6xvrV17v/CFy9epFmzZtSpU4dBgwZx9+5dbGxsAJg2bRo2Nja0atUKX19fbt++zc6dO3n55Zd57733GDt2rIXWnDlzmDFjBt7e3gwbNgyNRsPWrVtJSEgoVFwffPABo0ePxtXVle7du+Pl5cVvv/3GvHnz2L9/P/v37zd7fMTx48dZvHgx7dq144033iA2NpYdO3Zw+vRpzpw5g62tLf7+/sycOZPIyEiqVq1q8Yu4fv36hfL4T/bu3QvkJJp/5/z587Rq1Yrbt2/TvXt3nnnmGc6cOcO6devYtWsXBw8epHr16kWqn5GRQcuWLbl69SrPP/88PXv2JDs7mytXrvDJJ58QHh6Oi4sLEyZMIDo6mri4OMaPH4+rqytAgSc4r169mj179tCjRw/CwsLYs2cP7733Hnfu3GHTpk0WdYcMGcInn3xCtWrVGD16NDqdjhUrVnDkyJEiPlmBQAFIAoFAMbRr104CpH379hW67ZUrVyRAAqQZM2bkWefSpUu5ytLS0qQ6depILi4u0sOHD83lFy5ckKytrSU/Pz8pKSnJXJ6SkiKFhIRIgNSmTRsLrYEDB0qAdOXKFXPZ2bNnJWtra6levXrSnTt3LOovWLBAAqSlS5eay/bv32+OY8uWLRb1+/fvLwHSp59+alGel5eCAEju7u7SzJkzzce4ceOkunXrStbW1tL48eNztXn0GX300UcW5e+//74ESGFhYUWuv3PnTgmQJkyYkOu+aWlpUlZWlvk8r2f9d6pWrSpVrVrVomzmzJkSILm4uEi///67uTwjI0OqXr26pFarpevXr5vLf/jhBwmQ6tevb/G9cePGDcnb21sCpIEDB+Z5f4FAyYjkRyBQEDVr1pQAKSEhIde1/fv3W/ySnjlzprR//37z9UfJj4+Pj6TT6Qp132XLlkmAdODAAXNZZGSkBEjLli3LVf+TTz4pcPIzbtw4CZB+/vnnXDpGo1Hy9PSUGjVqZBEnILVu3TpX/UfX3nzzTYvy4iQ/+R2tWrWyeL6SJEnXrl2TAKlWrVqSyWTKFUuNGjUkQEpMTCxS/UfJz7Rp057ovTjJT17J8aNrO3fuNJcNGjRIAqQvvvgiV/358+eL5EdQZhHDXgJBGeHAgQNERkbmKv/nK9716tXLNYT0iOTkZBYuXMi3337LtWvXcs3xuHHjhvnruLg4AJ599tlcOnmV5cfRo0cB+O677/J8A0mj0fD777/nKm/UqFGuskqVKgHw4MGDAt//SYSEhFjc/8GDB8TExPDmm2/SoUMHtm/fTs+ePYGc5QcA2rRpY55r9Ai1Wk3r1q35/fffOXnyJJUrVy50/datW+Pr68vChQuJi4ujW7dutGnThpo1a+ZqXxwK+mwffQ+0atUqV/2WLVvK5kcgKG1E8iMQKAhvb28SEhK4ceMGNWrUsLg2a9Ys81tJW7ZsoW/fvvlq5MW9e/do3LgxiYmJtGzZkg4dOuDq6oqVlRUnT57kq6++QqfTmes/mlzr5eVV4Hvkd1+AefPmFbgNkOfr5Y/mOBmNxkJpFQZXV1fCwsL47LPPCA4OZvLkyebkJzU1Fcg//kdvuj2qV9j6Li4uHD16lBkzZrBr1y6++eYbACpXrszUqVMZNWqUHCEW+NmmpqaiVqvx8PDIVb8w3wMCgdIQb3sJBAqiRYsWAOzfv7/IGvn1EKxdu5bExETmzJnDwYMHWbVqFXPmzGHWrFk0a9YsV30XFxcgp7fonyQlJRXYz6NftKmpqUg5Q+15HkojKCgINzc3Ll68aO4NeRRLfvHfunXLol5h6wNUqVKF6Ohobt++TWxsLIsWLcJkMjF69Gg+/fTT4gdWCJydnTGZTHm+8VaY7wGBQGmI5EcgUBADBw5ErVbz8ccf5/kLpzhcunQJgB49euS69ssvv+Qqq1evXr7X8irLj6ZNmwJ/DX+VBGq1WvbeIIPBQFpaGpCz8CT89QbZzz//nCthkySJn3/+2aJeYev/HbVaTf369Zk8ebI56dm5c6f5upWVFVCyvWCPvgcOHTqU69rhw4dL7L4CQUkjkh+BQEFUr16dyZMnk5ycTOfOnbl48WKe9Yoy56Vq1aoAHDx40KJ88+bN5uGVv/Pqq69iZWXF8uXLLXp/UlNTmTt3boHvO2rUKKytrRk7dmye69o8ePCA2NjYAuvlhZubG3/++WexNP7J6tWr0ev1PPPMM7i5uQE5vTLt2rXj7NmzrFu3zqL+xx9/TEJCAmFhYVSuXLlI9c+ePZtnj8qjMltbW3PZI09//PGHTBHnpl+/fgDMnj3bYn7YrVu3WLlyZYndVyAoacScH4FAYcybN4/s7GyWL19OjRo1aN26NfXq1cPe3p7k5GROnTrFr7/+iqOjY6HWsunfvz+LFi1i7Nix7N+/n6pVqxIXF8e+ffvo1asXX3zxhUX9oKAgZsyYwcyZM6lbty59+vTB2tqazz//nLp163Lu3LkC3bd27dr897//ZeTIkYSEhNClSxcCAwNJS0vj8uXL/PTTTwwaNIgPP/ywMI/JgrCwMLZt28aLL75IgwYNsLKy4oUXXqBu3bpPbHvnzh2LFZ5TUlKIiYnh559/RqvVsmrVKov6H3zwAa1atWLYsGHs2rWLWrVqcfbsWXbu3ImnpycffPBBkevv3buXt956i5YtW1K9enXc3d25fPkyO3fuxNbWltGjR1vEvHTpUoYPH85LL72Eg4MDVatWpX///kV8irnp0KEDr776Kps3b6ZOnTq8+OKL6HQ6tm3bRtOmTdm1axdqtfgbWlAGeUpvmQkEgicQExMjDR8+XKpRo4bk6OgoaTQaydvbWwoLC5OWLFlisfaOJP31qvvjXj0+efKk9Pzzz0sVKlSQnJycpDZt2kg//PCDtH79egmQ1q9fn6tNVFSUVKtWLcnGxkaqVKmSFB4eLmVkZBT4VfdH/Prrr9Irr7wiVaxYUdJoNJKHh4fUsGFDaerUqRav9j96nX3mzJm5NPKL8ebNm1KfPn0kDw8PSa1W5xvLPyGPV9w1Go1UpUoVqX///tKZM2fybHf16lVp8ODBkq+vr2RtbS35+vpKgwcPlq5evVqs+vHx8dL48eOlBg0aSO7u7pJWq5WqVasmDRw4UDp79mwu3cWLF0vBwcGSRqPJ9Xk87lX3f77CL0lSvt8Der1emjNnjhQQECDZ2NhI1apVk+bPny8dO3ZMAvJcC0kgUDoqSVLgTEOBQCAQKJo1a9YwbNgwc6+eQFCWEMmPQCAQCPLl1q1beHt7W7xFeP36dVq2bMmff/7JlStXzHOWBIKygpjzIxAIBIJ8WbhwIbt37+bZZ5/Fy8uLxMREvv76a9LS0pg1a5ZIfARlEpH8CAQCgSBfOnXqRHx8PLt37+b+/fvY2tpSt25dRo0axauvvvq07QkERUIMewkEAoFAIChXiHcUBQKBQCAQlCtE8iMQCAQCgaBcIZIfgUAgEAgE5Qox4VlQIDK3zZZFx+m1j2TREQgEgvKGIft6iejq71wuVnuNRzWZnJQeoufnX0h0dDSurq5P24ZAIBAIBIpEJD+CQvFQp2fxN7/ReemXNI3cwoCPv+PMn3fN1++mZxLxxRGeW/wFzWZvYdSGH7l2N7VA2iNHDOTi+aOkp17i8MFdNA6tXySPStJRkhe5dJTkRS4dJXmRS0dJXuTSUZIXuXTk8lIsTMbiHWUQkfwICkXkjqMcvXiLuS+3YPuYrjQP8mVE9D6SUjOQJImJm3/m+r00Vrzahi0ju+Dr6sCI9fvIzDY8Vrd37xdYumQmc+Yup3HTTsSdiueb3Zvw9HQvlD8l6SjJi4ipbHgRMZUNL0qLqdhIpuIdZZGnuK9YueTbb7+VWrZsKbm4uEhubm5S165dpYsXL0qS9NemjZ9++qnUvHlzSavVSs8884x04MABc/tHmz5+/fXXUp06dSStVis1bdpUOn36tLnO+vXrJRcXF4v77tixQ2rQoIGk1WqlgIAAadasWZJery+w74ytkdK9/0VINWuESHtmD5cytkaajx5tm0mLh/WUEt6fJFWvXl069d5E87X0T2dJTRvUkf73Vn8pY2ukZKWpmOdx7NgJafX768zn1jZ+0p9/3pCmvT0v3zZK11GSFxFT2fAiYiobXp5WTCVF9o34Yh1lEdHzU8o8fPiQN998k99++419+/ahVqvp2bMnJtNf2fNbb73FpEmTiI2NpXnz5nTv3p27d+9a6Lz11lssW7aM48eP4+npSffu3dHr9Xne85dffmHAgAGMHz+e+Ph4PvroI6Kjo5k3b16hvBtNEkaThNbayqJca21F7LXbZBtyuj+1mr+uq9UqbKysiE28na+uRqOhYcO67PvxF3OZJEns+/EgzZo1KrA/JekoyYtcOkryIpeOkrzIpaMkL3LpKMmLXDpyeZEDSTIV6yiLiOSnlHnppZfo1asXQUFB1K9fn3Xr1nH69Gni4+PNdcaMGcNLL71EzZo1+eCDD3BxcWHt2rUWOjNnzuS5556jTp06bNiwgaSkJL788ss87xkZGcnUqVMZOHAg1apV47nnnmPOnDl89FHh3rxy0GqoW9mDjw+cJjk1A6PJxO6TVzj1xx3upGXi7+mCr4s9731/ktRMHXqDkfU/nyUpNYM7aZn56np4uGFtbU1y0h2L8uTk2/h4exbYn5J0lORFLh0leZFLR0le5NJRkhe5dJTkRS4dubwIioZ41b2UuXDhAjNmzODYsWPcuXPH3OOTmJhIrVq1AGjevLm5vrW1NaGhoSQkJFjo/L2Om5sbISEhueo8Ii4ujkOHDln09BiNRrKyssjIyMDe3t6ivk6nQ6fTWZSZ9Aa0GmvmvdyCWV8e5fklX2KlVlHD141OdaqScOMeGis1y/q2ZtaOY7Se/xlWahVNq/nQMrgiIHZREQgEAkViKpu9N8VBJD+lTPfu3alatSpRUVFUrFgRk8lE7dq1yc7OLrF7pqenExkZSa9evXJds7W1zVW2YMECIiMjLcrefrkt03u3o7KbE2uHPkdmtoF0nR5PJzsmb/0FPzdHAGr5ubNtdBfSsrLRG024Odjy2kd7qFXRLV9/d+7cw2Aw4OXtYVHu5eXJraT8h8uUrKMkL3LpKMmLXDpK8iKXjpK8yKWjJC9y6cjlRRbK6NBVcRDDXqXI3bt3OXfuHNOnT6d9+/bUrFmT+/fv56p39OhR89cGg4ETJ05Qs2bNfOvcv3+f8+fP56rziIYNG3Lu3DmCgoJyHWp17m+BadOmkZKSYnG89eKzFnXsbKzxdLIjNVPH4Ys3aVujksV1J1sb3BxsuXY3lfjr92hbs3K+z0Wv1xMTc4qwdq3MZSqVirB2rTh69ES+7ZSsoyQvcukoyYtcOkryIpeOkrzIpaMkL3LpyOVFFsrhq+6i56cUqVChAu7u7nz88cf4+vqSmJjI1KlTc9V7//33CQ4OpmbNmqxYsYL79+8zZMgQizqzZ8/G3d0db29v3nnnHTw8PHjxxRfzvO+MGTPo1q0bVapU4eWXX0atVhMXF8eZM2eYO3durvparRatVmtRlqnJ+VY5fOEGEuDv4Uzi3TRWfBdLgIczPRoGAvD9mWtUcLDF18WeC0kPWPzNCdrVrESLIN/HPpsVK6NYv3YFJ2JOcfx4LOPGDsPBwY7oDVsf207JOkryImIqG15ETGXDi9JiKjblsOdHJD+liFqtZsuWLYwbN47atWsTEhLCe++9R9u2bS3qLVy4kIULF3Ly5EmCgoLYuXMnHh4eueqMHz+eCxcuUL9+fXbt2oWNjU2e9+3YsSNff/01s2fPZtGiRWg0GmrUqMHrr79e6BjSsvSs2nuSpNQMXOxsaP9MFcZ0qIfGKqcH6U5aJsu+jeHuwyw8HW3pVr8aw9vWfqLu9u078fRwY9aMcHx8PImLO0vXbq+RnHzniW2VqqMkLyKmsuFFxFQ2vCgtJkHhUUmSJGaiKoSrV68SEBBAbGws9evXz7POgQMHaNeuHffv3y/VLSzE3l4CgUDwdCmpvb2yL/9arPY21ZrI5KT0ED0/AoFAIBCUY8rqWj3FQSQ/AoFAIBCUZ8Sr7oKnib+/P08ahWzbtu0T6wgEAoFAUGBEz49AkDdyzdVJ2zVNFh2n7gtk0REIBIJyTxl9Xb04iHV+ikjbtm2ZMGHC07YhEAgEAoGgkIjkR1BkbG3V+HjbUrWyPYEBjmyMXkZ66iUOH9xF49D6JXLPLT+fovOsaAKqOuDna4fW5q9vYbUaPNxseHvqMK5ePsbDtMv8enQ3TRoXzcvIEQO5eP5osWKSQ0NpOkryIpeOkrzIpaMkL3LpKMmLXDpyeSkWkql4RxlEJD+CIqNWqcjONlE9pB4A27Z9ReOmnYg7Fc83uzfh6eleKL2vjiUw9L0v8r3+Xcx5ln35C290asKfNzLIzjbh62OHlVoFgLWVmp49u/POO9OYPWc5LVt14dy53/lm9+ZCe+nd+wWWLpnJnLnLixyTHBpK01GSFxFT2fAiYip5L8XGZCreUQYRyU8xMBgMjBkzBhcXFzw8PIiIiDBPRv7kk08IDQ3FyckJHx8fXn31VZKTk81tDxw4gEqlYt++fYSGhmJvb0+LFi04d+6cuc6lS5fo0aMH3t7eODo60rhxY3744QcLD/7+/syfP58hQ4bg5ORElSpV+Pjjjy3qTJkyherVq2Nvb0+1atWIiIhAr9cXO/6MTCP37mcTOettAH48cIiEhAuMGj2VjIxMBvTvjbubDVUr25t7ao5f+LPI9/tk/0l6tXiGF5vVQq+XuH1XhyRJODnlTF3L1psYPHgQa9ZuZt36rZyM+52Ro6ag02UxeNArhbrXxPHDWLN2Mxs2brOIqTA6cmgoTUdJXkRMZcOLiKnkvRQb0fMjKAwbNmzA2tqaX3/9lZUrV7J8+XLWrFkD5OzbMmfOHOLi4tixYwdXr15l0KBBuTTeeecdli1bxm+//Ya1tbXFNhbp6el06dKFffv2ERsbS6dOnejevTuJiYkWGsuWLSM0NJTY2FhGjRrFyJEjLZIoJycnoqOjiY+PZ+XKlURFRbFixQpZnoFGo6Fhw7oWZZIkse/Hg9y4cQmt1oqk5Cz+uJ5B+kMDoz/YybXkB4W+j95gJOGPZJqGWO4RlplpxFZrZeFl34+/mK+rVHDo0GGaNWtU6Jj+rvMopoLqyKGhNB0leZFLR0le5NJRkhe5dJTkRS4dubzIguj5ERSGypUrs2LFCkJCQujXrx9jx441JxVDhgyhc+fOVKtWjWbNmvHee+/x7bffkp6ebqExb9482rRpQ61atZg6dSqHDx8mKysLgHr16vHGG29Qu3ZtgoODmTNnDoGBgezcudNCo0uXLowaNYqgoCCmTJmCh4cH+/fvN1+fPn06LVq0wN/fn+7duxMeHs62bdtkeQYeHm5YW+d+afDy5Uv8dvwYSclZZOlMGAwSKal6GlTz5atj8YW+z/2HmRhNEu5O9hblBqOElZXKwktyUs7S8Go1VKhgw40byfh4exY6pkc6j0hOvl1gHTk0lKajJC9y6SjJi1w6SvIil46SvMilI5cXQdEQr7oXg2bNmqFSqcznzZs3Z9myZRiNRk6ePMmsWbOIi4vj/v37mP4/O05MTKRWrVrmNnXr/tVr4uubs/lncnIyVapUIT09nVmzZrF7925u3ryJwWAgMzMzV8/P3zVUKhU+Pj4WQ2xbt27lvffe49KlS6Snp2MwGHB2ds43Lp1Oh06nsyiTJMki1idx795dTCYTVSpZJisnLt7AxcEWgJv30ug1f5P5mtFkwmA00Tz8Q3PZ0Ocb8frzjQt830eoVODrbYc+20SWrvy9xikQCAQFRZLK389IkfyUAFlZWXTs2JGOHTuyadMmPD09SUxMpGPHjmRnZ1vU1Wg05q8fJRePEqXw8HD27t3L0qVLCQoKws7OjpdffvmxGo90HmkcOXKEfv36ERkZSceOHXFxcWHLli0sW7YsX/8LFiwgMjLSUlPtiMoqd8J05849DAZDrnJ7OzvUajWJf6bx9zUZ4z4egb02x6+niwNbp/w1tr0v7hL74i4xf8Dz5jIX+5xEqYJDzsTmu2kZFvextlJhNEoWXrx9PKjoY4dJkriVnIWXlye3km7nG29+MXl5W24mWxgdOTSUpqMkL3LpKMmLXDpK8iKXjpK8yKUjlxdZKKPzdoqDGPYqBseOHbM4P3r0KMHBwfz+++/cvXuXhQsX8uyzz1KjRg2LnpiCcujQIQYNGkTPnj2pU6cOPj4+XL16tVAahw8fpmrVqrzzzjuEhoYSHBzMtWvXHttm2rRppKSkWBwqtVOedfV6PTExpyzKVCoVPXp0w2QyYaVWYTBI5qOKpysezg5AzttZVTxdzYebkz1ajbVF2aNeIo21FTUre/HrecsJ03Z2VuaenUdeundtiyTBraQsQEVYu1YcPXqiwM/skU5Yu1YWMRVGRw4NpekoyYtcOkryIpeOkrzIpaMkL3LpyOVFFsrhnB/R81MMEhMTefPNN3njjTeIiYlh1apVLFu2jCpVqmBjY8OqVasYMWIEZ86cYc6cOYXWDw4O5osvvqB79+6oVCoiIiLMPTqF0UhMTGTLli00btyY3bt38+WXXz62jVarRavVWpTlNeSlUoFGo2beguUANG/WgD//vM3gwf2oUaM6eoMaL09b7t7TocvOSYTWfv8bwX7utH4moFBxAPRvV5+I//1ArcpeaDQqXJxtUKlUpKUZzH42bIhm+fIlHDwUw/HjJxk75nUcHOyI3rC1UPdasTKK9WtXcCLmFMePxzJu7LBC68ihoTQdJXkRMZUNLyKmkvdSbMphz49IforBgAEDyMzMpEmTJlhZWTF+/HiGDx+OSqUiOjqat99+m/fee4+GDRuydOlSXnjhhULpL1++nCFDhtCiRQs8PDyYMmUKqamphdJ44YUXmDhxImPGjEGn09G1a1ciIiKYNWtWoXTyQqu1ws/Xjt/jjwNw9crvACTEn6Rrt29J/COVCq42uLtpsbbOGZ46m5hE69r+Rbpfx4bVuZ+eyQffHKOynz06nYmbSTkToR/5+eGH71i0yIPIWW/h6elJQkICw4cP4969u4W61/btO/H0cGPWjHB8fDyJiztL126vkZx858mNZdRQmo6SvIiYyoYXEVPJexEUHpUkdskUFABrGz9ZdMTeXgKBQFA0DNnXS0Q36/jnxWpv2/glmZyUHqLnRyAQCASC8owY9hIIBAKBQFCuKKOTlouDSH4EAoFAICjPiJ4fgaBkkWuuTsalb4qtYR/YRQYnAoFAIChrlOt1ftq2bcuECRPyve7v78+7775bqvcUCAQCgaBUKYfr/JTr5EcgHyNHDOTi+aOkp17i8MFdNA6tb3Hd1laNj7ctVSvbExjgiL291WM1Vq6IIKS6J/5VHMw7wtvZ5W4jNw72VlT2y9mFftrUYVy6YBmTWwUbKvnZEVDVgaqV7fHy0Jr3FsuLJz2XgqIkHSV5kUtHSV7k0lGSF7l0lORFLh25vBQLkfwIyiJGozHPxQ//uQ1GSdG79wssXTKTOXOX07hpJ+JOxfPN7k14erqb66hVKrKzTdy5qyuQxsFDh3hj+FAydTb8eT2DzCwjvt622NgU/Vv2+MmzdOw3Ot/rWq0aby9b0tL1NGvenunvTOODD96nRcsu5pgqVvTk/gM9f97I4FZyFhpNTlJX1OdSEJSkoyQvIqay4UXEVPJeioskGYt1lEXKffJjMBgYM2YMLi4ueHh4EBERQV5LH129ehWVSsXJkyfNZQ8ePEClUnHgwAFz2ZkzZ+jcuTOOjo54e3vTv39/7tyxXLDqSffU6XSEh4fj5+eHg4MDTZs2tbhHdHQ0rq6u7Ny5k1q1aqHVaklMTMTf3585c+YwYMAAnJ2dGT58OGFhYYwZM8bi/rdv38bGxoZ9+/YV7+H9PxPHD2PN2s1s2LiNhIQLjBo9lYyMTAYP+mvfroxMI/fuZ/MwI+//KP/U+Ozz/bz00ssMHPAqeoPEvfvZ6PUmHP7WY2QymViz+Us6vTaa0C79eGn4W3z/89Eix+HqrCEj08iDFD1jx+T4+fTTz7hx46o5pi5dXuThQwN6vYROl5PM2WqtsM6j96cgz6UgKElHSV5ETGXDi4ip5L0UG9HzU/7YsGED1tbW/Prrr6xcuZLly5ezZs2aImk9ePCAsLAwGjRowG+//caePXtISkqiT58+hbrnmDFjOHLkCFu2bOHUqVP07t2bTp06ceHCBXOdjIwMFi1axJo1azh79ixeXl4ALF26lHr16hEbG0tERASvv/46mzdvttil/X//+x9+fn6EhYUVKc6/o9FoaNiwLvt+/MVcJkkS+348SLNmjWTVUKlVGP+WO635dAc7f/iZiPHD+HLNcvq/1JVpC1ZxPC6+SLFoba3IzDRa+MnINGKrVecbk1qtQpIk8yrThY3pSShJR0le5NJRkhe5dJTkRS4dJXmRS0cuL4KiUe6Tn8qVK7NixQpCQkLo168fY8eOZcWKFUXSWr16NQ0aNGD+/PnUqFGDBg0asG7dOvbv38/58+cLdM/ExETWr1/P9u3befbZZwkMDCQ8PJxWrVqxfv16s4Zer+e///0vLVq0ICQkBHt7ewDCwsKYNGkSgYGBBAYG0qtXLwC++uorc9vo6GgGDRqU535dhcXDww1ra2uSkyx7t5KTb+Pj7SmbhquLBrVKxcOHOft4ZWfrWfPpl8wOH0nLxvWpXNGbFzu2pVuHZ9n+9d4ixfJoh/i/+zEaTVhZq/KMSaUCdzcb0h8a+GdnoRzPRWk6SvIil46SvMiloyQvcukoyYtcOnJ5kQXJVLyjDFLuX3Vv1qyZRRLQvHlzli1bhtFY+HHMuLg49u/fj6OjY65rly5donr16k+85+nTpzEajea6j9DpdLi7/zUObGNjQ926dXPdJzQ01OLc1taW/v37s27dOvr06UNMTAxnzpxh586d+cah0+kseoog5y8SOZKlouDoYE0FVxtuJWWZe1gSb9wiM0vH8MmWG8bqDQZqBv21aWqTbv3NX5tMJrL1BnNZQFUH0tIN+c5DehLenjlzfW7fKVp7gUAgUARldOiqOJT75KegqNU5nWR/n5uj1+st6qSnp9O9e3cWLVqUq72vr2+B7pOeno6VlRUnTpzAysry7aa/J1V2dnZ5JiMODg65yl5//XXq16/Pn3/+yfr16wkLC6Nq1ar5eliwYAGRkZEWZSq1Iyor51x179y5h8FgwMvbw6Lcy8uTW0m3871HQTX27NmDp4eWpOQsMrP+SkgzMrMAeH/eNLw93Cza2Wj++rb+7KMl5q9P/X6BFVGbWL9sFgC1w4Za/NFiMEpYWaks/Jw7p8ZokHLF5O1li7W1ihu3MnP1+sj1XJSmoyQvcukoyYtcOkryIpeOkrzIpSOXF1koo703xaHcD3sdO3bM4vzo0aMEBwfnSjw8PXO6IW/evGku+/vkZ4CGDRty9uxZ/P39CQoKsjj+npQ87p4NGjTAaDSSnJycS8PHx6dIMdapU4fQ0FCioqLYvHkzQ4YMeWz9adOmkZKSYnGo1E551tXr9cTEnCKsXStzmUqlIqxdK44ePVEgf/lpIOn49NP/kXQ7i4xMy564wKqVsNFouJV8hyp+PhaHj9dfP0z+Xu7t7oa1lZX53GCwnKujyzJiZ2dl4cfezoosnckiJm8vW2w0OYlPfn8wyfFclKajJC9y6SjJi1w6SvIil46SvMilI5cXWSiHE57Lfc9PYmIib775Jm+88QYxMTGsWrWKZcuW5apnZ2dHs2bNWLhwIQEBASQnJzN9+nSLOqNHjyYqKoq+ffsyefJk3NzcuHjxIlu2bGHNmjXmhOpx96xevTr9+vVjwIABLFu2jAYNGnD79m327dtH3bp16dq1a5HifP311xkzZgwODg707NnzsXW1Wi1ardai7HFDXitWRrF+7QpOxJzi+PFYxo0dhoODHdEbtv6tPWg0f+XaGms1NjYSJqOEwSgR/tZUGofWoX//3hw/HstzHZqxcOF8MjJV6HQm81o6kknCJIGDvR0De3dn8QcbMEkmGtauQdrDDGLPnMPRwY4ez7ct9DN6kKrHz9cOF2cNq1ZHEfXxu/yReI7v9/7K7NlDcXCw45vdO7DVqrmZlIVKpeJRjmw05u7+KchzKQhK0lGSFxFT2fAiYip5L4LCU+6TnwEDBpCZmUmTJk2wsrJi/PjxDB8+PM+669atY+jQoTRq1IiQkBAWL17M888/b75esWJFDh06xJQpU3j++efR6XRUrVqVTp06mYfNCnLP9evXM3fuXCZNmsT169fx8PCgWbNmdOvWrchx9u3blwkTJtC3b19sbfNel6aobN++E08PN2bNCMfHx5O4uLN07fYaycl/TeTTaq3w87Uzn3u45yRXqWl6bt/RceHCRbJ1D9m6dSs+Pp706fMfjEYjtlrwr/JXr9mj+gBjB/8HN1dn1ny6gz9vJuHs6EDNoABef/XxyV1+6HQmkpKzcKug5djRfSxYsJDRo8cye3ZOTC+82J/MzBSsrdVU9rO3aHv9ZiZZWZa9UwV5LgVBSTpK8iJiKhteREwl76XYlMNhL5WU16I2gn8dV69eJTAwkOPHj9OwYcNCt7e28SsBV0VH7O0lEAjKG4bs6yWim/nte8Vqb9d5nExOSo9y3/Pzb0ev13P37l2mT59Os2bNipT4CAQCgeBfTBmdt1McRPLzL+fQoUO0a9eO6tWr89lnnz1tOwKBQCBQGuVw2Kvcv+31b6dt27ZIksS5c+eoU6fO07YjEAgEgnLMzz//TPfu3alYsSIqlYodO3ZYXJckiRkzZuDr64udnR0dOnSw2N0A4N69e/Tr1w9nZ2dcXV0ZOnQo6enphfIhen4EZRI55uukRHaQwQm4zPxBFh2BQCB4KpTisNfDhw+pV68eQ4YMMe9A8HcWL17Me++9x4YNGwgICCAiIoKOHTsSHx9vflmnX79+3Lx5k71796LX6xk8eDDDhw9n8+bNBfYhkp9S5urVqwQEBBAbG0v9+vWfth2BQCAQlHdKcdirc+fOdO7cOW8bksS7777L9OnT6dGjBwAbN27E29ubHTt28Morr5CQkMCePXs4fvy4eUeDVatW0aVLF5YuXUrFihUL5EMMewlkYeSIgVw8f5T01EscPriLxqH1n4pGoXVUKjSte2E3cin24VHYjViCpuULlnXsnbHp+jp2Y97FPvxjtP+ZhKqCt3JjKmEdJXmRS0dJXuTSUZIXuXSU5EUuHbm8FItiLnKo0+lITU21OP65RVJBuHLlCrdu3aJDh7965V1cXGjatClHjhwB4MiRI7i6ulps5dShQwfUanWuBYQfh0h+/iVkZ2fnKjMajZhKoTuzd+8XWLpkJnPmLqdx007EnYrnm92b8PR0f3JjGTWKoqNp1hVNgzCyv/+EzKhpZO/fiqZpF6xDnzPXsX15PGpXL3SfryRz3QyklLvY9p0MGhtFxlSSOkryImIqG15ETCXvpdgUc2PTBQsW4OLiYnEsWLCg0DZu3boFgLe35R+X3t7e5mu3bt3Cy8vL4rq1tTVubm7mOgVBJD8lhMlkYvHixQQFBaHVaqlSpQrz5s0zX798+TLt2rXD3t6eevXqmbPaRxw8eJBnn30WOzs7KleuzLhx43j48KH5ur+/P3PmzGHAgAE4OzszfPhwoqOjcXV1ZefOndSqVQutVsvBgwfRaDS5vikmTJjAs88+K0usE8cPY83azWzYuI2EhAuMGj2VjIxMBg96pVQ1iqKjrhSM4UIMxktxSCl3MJ77DeOVM1j5VgNA5eaNlV8Quu82YLp5BeneLbL3bEBlbYN1reaKjKkkdZTkRcRUNryImErey9Mmry2Rpk2b9rRtPRaR/JQQ06ZNY+HChURERBAfH8/mzZststl33nmH8PBwTp48SfXq1enbty8GgwHI2QG+U6dOvPTSS5w6dYqtW7dy8OBBxowZY3GPpUuXUq9ePWJjY4mIiAAgIyODRYsWsWbNGs6ePUtoaCjVqlXjk08+MbfT6/Vs2rTpiXt8FQSNRkPDhnXZ9+Mv5jJJktj340GaNWtUahpF1TH9eQGrqrVQueV8NmqvylhVro7h8qmcClaanH8Nf9/EVkIy6lFXClZkTCWloyQvcukoyYtcOkryIpeOkrzIpSOXF1ko5rCXVqvF2dnZ4vjnFkkF4dH+lUlJSRblSUlJ5ms+Pj4kJydbXDcYDNy7d69Q+1+K5KcESEtLY+XKlSxevJiBAwcSGBhIq1ateP311811wsPD6dq1K9WrVycyMpJr165x8eJFIGdX9X79+jFhwgSCg4Np0aIF7733Hhs3biQrK8usERYWxqRJkwgMDCQwMBDISWz++9//0qJFC0JCQrC3t2fo0KGsX7/e3G7Xrl1kZWXRp0+fYsfq4eGGtbU1yUmWy7EnJ9/Gx9uz1DSKqqM/shtDwjHshi/EfvJabIfMRn/8e4xnc3ripLs3MaXcwaZtb7C1B7UVmmZdUDu7o3J0VWRMJaWjJC9y6SjJi1w6SvIil46SvMilI5cXWVDIxqYBAQH4+Piwb98+c1lqairHjh2jefOcnvbmzZvz4MEDTpz4a/PXH3/8EZPJRNOmTQt8L/G2VwmQkJCATqejffv2+dapW7eu+WtfX18AkpOTqVGjBnFxcZw6dYpNmzaZ60iShMlk4sqVK9SsWRPAYsLXI2xsbCy0AQYNGsT06dM5evQozZo1Izo6mj59+ljsNP93dDpdrslqkiQ9dnPTsopVzSZYP9Mc3VcfYrpzHSvvKth06IeUfh/D6UNgMqL7YhU2XYbgMPEDJJMR49WzGC7FAf++5yEQCMohpbjLVXp6uvkPfciZ5Hzy5Enc3NyoUqUKEyZMYO7cuQQHB5tfda9YsSIvvvgiADVr1qRTp04MGzaMDz/8EL1ez5gxY3jllVcK/KYXiOSnRLCzs3tiHY1GY/76UVLxaHJyeno6b7zxBuPG5d4vpUqVKuav80pe7OzsciUpXl5edO/enfXr1xMQEMC3337LgQMH8vW2YMECIiMjLcpUakdUVs656t65cw+DwYCXt8c/7unJraTb+d5Dbo2i6tiE/Qf9kd0YE3LeEjDc/hOVswea5t1ykh/AdOsqWetmgNYO1NaQmYbtwBmYbl5RZEwlpaMkL3LpKMmLXDpK8iKXjpK8yKUjlxdZKMV1fn777TfatWtnPn/zzTcBGDhwINHR0UyePJmHDx8yfPhwHjx4QKtWrdizZ4/FhtybNm1izJgxtG/fHrVazUsvvcR77xVufzIx7FUCBAcHY2dnZ9F1VxgaNmxIfHw8QUFBuQ4bm8e/YZQfr7/+Olu3buXjjz8mMDCQli1b5ls3r8lrKrVTnnX1ej0xMacIa9fKXKZSqQhr14qjR0/k2aYkNIqqo9Joc//VI5lAlcd/DV0mZKahquCN2icA44VYRcZUUjpK8iKXjpK8yKWjJC9y6SjJi1w6cnkpazzadeCfR3R0NJDzDGbPns2tW7fIysrihx9+oHr16hYabm5ubN68mbS0NFJSUli3bh2Ojo6F8iF6fkoAW1tbpkyZwuTJk7GxsaFly5bcvn2bs2fPPnYo7BFTpkyhWbNmjBkzhtdffx0HBwfi4+PZu3cvq1evLpKnjh074uzszNy5c5k9e/Zj62q12lyT1R435LViZRTr167gRMwpjh+PZdzYYTg42BG9YWuB/cmhURQdw4VYNC26I6XexXTnOmrvqmiadEQf99ckRKsajZEy0pBS76L2rIRNh34Yz5/AeOWMImMqSR0leRExlQ0vIqaS91JsxMamArmIiIjA2tqaGTNmcOPGDXx9fRkxYkSB2tatW5effvqJd955h2effRZJkggMDOQ///lPkf2o1WoGDRrE/PnzGTBgQJF18mL79p14ergxa0Y4Pj6exMWdpWu310hOvvPkxjJqFEUne+//sGndC5uOA1DZOyOlP0AfewD9wR3mOipHV2za90Xl4IKU/gDDmUPoD36l2JhKUkdJXkRMZcOLiKnkvRSbcrixqUqSSnGmk+CpMnToUG7fvs3OnTsL3dbaxq8EHD1dxN5eAoGgLGHIvl4iupkbi7cmj92Awi9o+LQRPT/lgJSUFE6fPs3mzZuLlPgIBAKB4F9MOewDEclPOaBHjx78+uuvjBgxgueee+7JDQQCgUBQfhBzfgT/Rh73WrtAIBAIBOUNkfwIyi1yzdV5+Ns6WXQcQou/3YhAIBAUGtHzIxAIBAKBoFxRDt/2EoscljNUKhU7duyQXXfkiIFcPH+U9NRLHD64i8ah9Z+KRkF1bG3V+HjbUrWyPYEBjtjbWz1W55uvN1IzxIfKleyp5u+Au1vRFpssLLa2VlSqaEfEO8O5evlYrphcXTT4VbQjoKoD/lXs8fGyRaPJf02msvY5lZaOkrzIpaMkL3LpKMmLXDpyeSkOkkkq1lEWEcmPoNj07v0CS5fMZM7c5TRu2om4U/F8s3sTnp7upapRGB21SkV2tok7d3UF0jl1OoEXX+yC0WhDdrY8fyVdT75L3d65tzB5hLW1Cl9vW57v2ImpU6eycNFKevbsydn4380x2dlakZqq588bmdy4lQUq8PWxI681Kcvi51QaOkryImIqG16UFlOxUcjGpqWJSH4KgclkYvHixQQFBaHVaqlSpQrz5s0D4PTp04SFhWFnZ4e7uzvDhw8nPT3dov26det45pln0Gq1+Pr6MmbMGPO1xMREevTogaOjI87OzvTp04ekpCTz9VmzZlG/fn0++eQT/P39cXFx4ZVXXiEtLc1cx9/fn3fffdfinvXr12fWrFnm6wA9e/ZEpVKZz4vLxPHDWLN2Mxs2biMh4QKjRk8lIyOTwYNeKVWNwuhkZBq5dz+bhxnGAulMe3shI0aM4rXX+j32//rn+w7TY8I8Ql99kxfGz2XLd7/kX/kJODtpMBhMvD50CGvWbubDjzYTd+ocM2fMMMd0MymLtHQDer2J7GwTybez0Fir0Wpz/9cui59TaegoyYuIqWx4UVpMgsIjkp9CMG3aNBYuXEhERATx8fFs3rwZb29vHj58SMeOHalQoQLHjx9n+/bt/PDDDxbJzQcffMDo0aMZPnw4p0+fZufOnQQFBQE5SVWPHj24d+8eP/30E3v37uXy5cu5VnS+dOkSO3bs4Ouvv+brr7/mp59+YuHChQX2f/z4cQDWr1/PzZs3zefFQaPR0LBhXfb9+NcveUmS2PfjQZo1a1RqGkrQ2f3Lcf679RvG9u3GjhXvMO7V7ry/ZTdfHThW4Hv/HVtbK/QGtYWXzEwjNlp1vl7U6v/fJPcfOZ34nJTvRS4dJXmRS0dJXuTSkcuLLEim4h1lEDHhuYCkpaWxcuVKVq9ezcCBAwEIDAykVatWREVFkZWVxcaNG807ra9evZru3buzaNEivL29mTt3LpMmTWL8+PFmzcaNGwOwb98+Tp8+zZUrV6hcuTIAGzdu5JlnnuH48ePmeiaTiejoaJyccjYZ7d+/P/v27TP3Pj0JT09PAFxdXfHx8ZHhqYCHhxvW1tYkJ1kux56cfJsaIYGlpqEEnf9u/ZZJA3rSoWk9ACp5u3P5z1t8tvcQPdo2LfD9H2FlpcLZydXCi9EoYaVW5evFw11LZpaRbL3lDyTxOSnfi1w6SvIil46SvMilI5cXWSij83aKg0h+CkhCQgI6nS7PjUkTEhKoV6+eOfEBaNmyJSaTiXPnzqFSqbhx40a+m5omJCRQuXJlc+IDUKtWLVxdXUlISDAnP/7+/ubEB8DX15fk5GS5QjSj0+nQ6SznwkiS9NjNTcs7GVk6/ki6w6wPNhP54afmcqPJhKO9nfm858T53Lh9D4BHP26avhYOQEBVB7KyjNxMyiqSBw93LTYaNddvZhYtCIFAUD4po/N2ioNIfgqInZ3dkyuVQNu/o9FoLM5VKhWmv33TqtVq/rlVm16vL/R9FixYQGRkpOW91I6orJxz1b1z5x4GgwEvbw+Lci8vT24l3S7Q/eTQeNo6mVk5yeLMEa9QJ8jf4ppa/dfo8vtvj8BgyBmTSr73gCGzVrF9yRQA6vScarHKvNEo8SDlgYUXKysVRpOUy4uHuw0O9lZcv5mJ0Zj7rzjxOSnfi1w6SvIil46SvMilI5cXWSiHyY+Y81NAgoODsbOzY9++fbmu1axZk7i4OB4+fGguO3ToEGq1mpCQEJycnPD398+z7aP2f/zxB3/88Ye5LD4+ngcPHlCrVq0Ce/T09OTmzZvm89TUVK5cuWJRR6PRYDTmPcn3EdOmTSMlJcXiUKmd8qyr1+uJiTlFWLtW5jKVSkVYu1YcPXqiQL7l0HjaOu6uznhVcOHPpLtU8fW0OCp5//XmRkVPN3O5r6cbgPncYJAsEpesLCPW1iYLL3Z2VmTrTBZechIfa27czMRgyLv7WnxOyvcil46SvMiloyQvcunI5UVQNETPTwGxtbVlypQpTJ48GRsbG1q2bMnt27c5e/Ys/fr1Y+bMmQwcOJBZs2Zx+/Ztxo4dS//+/fH29gZy3tYaMWIEXl5edO7cmbS0NA4dOsTYsWPp0KEDderUoV+/frz77rsYDAZGjRpFmzZtCA0NLbDHsLAwoqOj6d69O66ursyYMQMrK8v1ax4lYS1btkSr1VKhQoVcOlqtFq1Wa1H2uCGvFSujWL92BSdiTnH8eCzjxg7DwcGO6A1bC+xdDo3C6KhUoNH8lftrrNXY2EiYjBIGo0T4W1NpHFqH/v17m3WuX/+DjZ98ipU6pwfGxsayp23kfzqzaN3nONrb0bJ+TbL1BuIvJ5KansGA7mGFigMgNU2Pi7OGqDXrWPXeUuLjz3DlcgK9+7xmjsnDXYujgzW3kjMxSTm+AEwmKddehWXxcyoNHSV5ETGVDS9Ki6nYiI1NBY8jIiICa2trZsyYwY0bN/D19WXEiBHY29vz3XffMX78eBo3boy9vT0vvfQSy5cvN7cdOHAgWVlZrFixgvDwcDw8PHj55ZeBnMTiq6++YuzYsbRu3Rq1Wk2nTp1YtWpVofxNmzaNK1eu0K1bN1xcXJgzZ06unp9ly5bx5ptvEhUVhZ+fH1evXi32c9m+fSeeHm7MmhGOj48ncXFn6drtNZKT7zy5sYwahdHRaq3w8/1rONLDPSfZS03Tc/uOjgsXLpKte8jWrVvNOv3798XBDsAKW60VTo4a9H+bWPxS+xbY2tiwYec+ln+yAzutluAqvrzWtW2hYniEwSBxMymLvd/vYfFiL955exIeHh4WMQUGOALg52tv0Tb5ds4r8EV5No+jtD+n0tBRkhcRU9nworSYik05HPZSSf+cJCIQ5IG1jd/TtqBYxN5eAoGgNDBkXy8R3YylrxervX34GpmclB6i50cgEAgEgvJMGV2rpziICc8CgUAgEAjKFaLnRyAQCASC8oxY5FAgEBQWuebqpP3vjWJrOL32kQxOBAJBeUIqhxOexbCXjAwaNIgXX3zxadsAct4g27Fjx9O2IRAIBAKlY5KKd5RByk3yc+DAAVQqFQ8ePHjaVv6VjBwxkIvnj5KeeonDB3fROLT+U9FQmk5RNB7q9Cz+5jc6L/2SppFbGPDxd5z58675+t30TCK+OMJzi7+g2ewtjNrwI9fupio6JqXrKMmLXDpK8iKXjpK8yKUjl5diUQ43Ni03yY+cFGXLiH8zvXu/wNIlM5kzdzmNm3Yi7lQ83+zehKen+5Mby6ihNJ2iakTuOMrRi7eY+3ILto/pSvMgX0ZE7yMpNQNJkpi4+Weu30tjxatt2DKyC76uDoxYv4/MbMNjdcXnpHwvIqay4UVpMQkKj6KSH5PJxOLFiwkKCkKr1VKlShXzjuV59dycPHkSlUplXqjv2rVrdO/enQoVKuDg4MAzzzzDN998w9WrV2nXrh0AFSpUQKVSMWjQIAD27NlDq1atcHV1xd3dnW7dunHp0iXzPa5evYpKpWLr1q20adMGW1tbNm3ahNFo5M033zS3mzx5cq59tf7J3bt36du3L35+ftjb21OnTh0+/fRTizpt27ZlzJgxjBkzBhcXFzw8PIiIiLDQ9vf3Z86cOfTt2xcHBwf8/Px4//33H3vvP/74gz59+uDq6oqbmxs9evSQZYFDgInjh7Fm7WY2bNxGQsIFRo2eSkZGJoMHvVKqGkrTKYpGlt7Avvg/mNCxAY38vani7sTIsLpUdndi+6/nSbybxqk/7vB29ybUruSOv6cz73RvQpbByLenrioyJqXrKMmLiKlseFFaTMVGDHs9XaZNm8bChQuJiIggPj6ezZs3m7eHKAijR49Gp9Px888/c/r0aRYtWoSjoyOVK1fm888/B+DcuXPcvHmTlStXAvDw4UPefPNNfvvtN/bt24daraZnz54WG4YCTJ06lfHjx5OQkEDHjh1ZtmwZ0dHRrFu3joMHD3Lv3j2+/PLLx/rLysqiUaNG7N69mzNnzjB8+HD69+/Pr7/+alFvw4YNWFtb8+uvv7Jy5UqWL1/OmjWWi0gtWbKEevXqERsba/a2d+/ePO+r1+vp2LEjTk5O/PLLLxw6dAhHR0c6depEdnZ2gZ9vXmg0Gho2rMu+H38xl0mSxL4fD9KsWaNS01CaTlE1jCYJo0lCa225LYnW2orYa7fJ/v9NUbWav66r1SpsrKyITcx/M0TxOSnfi1w6SvIil46SvMilI5cXWTCZineUQRTztldaWhorV65k9erVDBw4EIDAwEBatWr1hJZ/kZiYyEsvvUSdOnUAqFatmvmam1vOJpJeXl64urqay1966SULjXXr1uHp6Ul8fDy1a9c2l0+YMIFevXqZz999912mTZtmLvvwww/57rvvHuvPz8+P8PBw8/nYsWP57rvv2LZtG02aNDGXV65cmRUrVqBSqQgJCeH06dOsWLGCYcOGmeu0bNmSqVOnAlC9enUOHTrEihUreO6553Ldd+vWrZhMJtasWWPeo2v9+vW4urpy4MABnn/++cf6fhweHm5YW1uTnGS5HHty8m1qhASWmobSdIqq4aDVULeyBx8fOE2ApzPujrbsOXWNU3/cobKbI/6eLvi62PPe9yeJ6NEEO401/zv8O0mpGdxJy1RkTErWUZIXuXSU5EUuHSV5kUtHLi+yUEZ7b4qDYnp+EhIS0Ol0tG/fvsga48aNY+7cubRs2ZKZM2dy6tSpJ7a5cOECffv2pVq1ajg7O+Pv7w/kJFJ/5+8bjKakpHDz5k2aNm1qLrO2tn7iJqRGo5E5c+ZQp04d3NzccHR05Lvvvst1r2bNmllsJNq8eXMuXLhgsRt78+bNLdo0b96chISEPO8bFxfHxYsXcXJywtHREUdHR9zc3MjKyrIY4nuETqcjNTXV4hC7oJQe815uAcDzS76kSeQWNh89R6c6VVGrVGis1Czr25prd9NoPf8zms3ZyvErSbQMrog6/71nBQKBIH/K4YRnxfT82NnZPfa6Wp2Tp/39l/A/Jx6//vrrdOzYkd27d/P999+zYMECli1bxtixY/PV7d69O1WrViUqKoqKFStiMpmoXbt2ruEgBweHwoaUiyVLlrBy5Ureffdd6tSpg4ODAxMmTCj20NOTSE9Pp1GjRmzatCnXNU9Pz1xlCxYsIDIy0qJMpXZEZeWcq+6dO/cwGAx4eXtYlHt5eXIrKf9hGLk1lKZTHI3Kbk6sHfocmdkG0nV6PJ3smLz1F/zccjYxreXnzrbRXUjLykZvNOHmYMtrH+2hVkU3xcakVB0leZFLR0le5NJRkhe5dOTyIigaiun5CQ4Oxs7Ojn379uV5/dEv6Zs3b5rLTp48mate5cqVGTFiBF988QWTJk0iKioKABsbGwCL3pO7d+9y7tw5pk+fTvv27alZsyb3799/olcXFxd8fX05duyYucxgMHDixInHtjt06BA9evTgtddeo169elSrVo3z58/nqvd3XYCjR48SHByMlZWVRdk/69SsWTPP+zZs2JALFy7g5eVFUFCQxeHi4pKr/rRp00hJSbE4VGqnPLX1ej0xMacIa/fX8KRKpSKsXSuOHn3885BTQ2k6cmjY2Vjj6WRHaqaOwxdv0rZGJYvrTrY2uDnYcu1uKvHX79G2ZmXFx6Q0HSV5kUtHSV7k0lGSF7l05PIiC+VwwrNien5sbW2ZMmUKkydPxsbGhpYtW3L79m3Onj3L0KFDCQoKonLlysyaNYt58+Zx/vx5li1bZqExYcIEOnfuTPXq1bl//z779+83JwRVq1ZFpVLx9ddf06VLF+zs7KhQoQLu7u58/PHH+Pr6kpiYaJ5H8yTGjx/PwoULCQ4OpkaNGixfvvyJawgFBwfz2WefcfjwYSpUqMDy5ctJSkqiVq1aFvUSExN58803eeONN4iJiWHVqlW5Yj106BCLFy/mxRdfZO/evWzfvp3du3fned9+/fqxZMkSevTowezZs6lUqRLXrl3jiy++YPLkyVSqZPlLVavVotVqLcr+Pgz3T1asjGL92hWciDnF8eOxjBs7DAcHO6I3bH3s85BbQ2k6RdU4fOEGEuDv4Uzi3TRWfBdLgIczPRrmzAP4/sw1KjjY4utiz4WkByz+5gTtalaiRZCvYmNSso6SvIiYyoYXpcVUXMrjCs+KSX4AIiIisLa2ZsaMGdy4cQNfX19GjBgB5MyM//TTTxk5ciR169alcePGzJ07l969e5vbG41GRo8ezZ9//omzszOdOnVixYoVQM5k48jISKZOncrgwYMZMGAA0dHRbNmyhXHjxlG7dm1CQkJ47733aNu27RO9Tpo0iZs3bzJw4EDUajVDhgyhZ8+epKSk5Ntm+vTpXL58mY4dO2Jvb8/w4cN58cUXc7UZMGAAmZmZNGnSBCsrK8aPH8/w4cNz3f+3334jMjISZ2dnli9fTseOHfO8r729PT///DNTpkyhV69epKWl4efnR/v27XF2zj2UVVi2b9+Jp4cbs2aE4+PjSVzcWbp2e43k5DtPbiyjhtJ0iqqRlqVn1d6TJKVm4GJnQ/tnqjCmQz00VjkdtXfSMln2bQx3H2bh6WhLt/rVGN629mM1n3ZMStZRkhcRU9nworSYik0Z7b0pDipJzGRVFG3btqV+/fq8++67+dbx9/dnwoQJTJgwodR8Wdv4ldq9yitiby+BQPA4DNnXS0Q3/a2exWrvuOTxy7woEcXM+REIBAKBQCAoDRQ17CUQCAQCgaCUKaOvqxcHkfwojAMHDjyxjlzbUggEAoFAUB7n/IjkRyBQCHLM10mL6i+DE3Aa9oksOgKBQPlI5TD5+dfN+Wnbtm2pTgQuCW7dusVzzz2Hg4ODxVYcRWHWrFnUr19fFl8CgUAg+BdSDtf5+dclP/8GVqxYwc2bNzl58mSeiyAWhvDwcIuFIwcNGsSLL75YTIe5GTliIBfPHyU99RKHD+6icWj9p6KhNJ2n5eWhTs/ivafovHoPTRd/xYANP3HmhuUCnpfvpDJ++xFaLdtFsyU7eXX9fm6mZCg2ppLUUZIXuXSU5EUuHSV5kUtHLi+CwlHukp+S3kpCDi5dukSjRo0IDg7Gy8srzzr/3NojPxwdHXF3d5fTXi56936BpUtmMmfucho37UTcqXi+2b0JT8+C31cODaXpPE0vkd/EcvRKMnNfCGX76+1pHuDFiE8PkvT/m5/+cT+dwZ/8jL+7E2v6Pcv218MY3rJGrt3klRRTSekoyYuIqWx4UVpMxaYc7upeppOfhw8fMmDAABwdHfH19c21CjLkrIkzZ84cBgwYgLOzs3mxwClTplC9enXs7e2pVq0aERERuRKKuXPn4uXlhZOTE6+//jpTp061GEIymUzmFZO1Wi3169dnz5495utXr15FpVLxxRdf0K5dO+zt7alXrx5HjhzJNyZ/f38+//xzNm7ciEqlYtCgQUDOCssffPABL7zwAg4ODsybN4/o6Ohcw2I7duywWI3578Nes2bNYsOGDXz11VeoVCpUKlWBJlg/iYnjh7Fm7WY2bNxGQsIFRo2eSkZGJoMHvVKqGkrTeVpesvRG9v1+gwlhtWlUxYMqbo6MbF2TyhUc2X7iCgCrD8TTKtCHiWG1qeHjSuUKjrSt7oubgzZPzacdU0nqKMmLiKlseFFaTMWmlIa9jEYjERERBAQEYGdnR2BgIHPmzLHYs1OSJGbMmIGvry92dnZ06NCBCxcuyB5ymU5+3nrrLX766Se++uorvv/+ew4cOEBMTEyuekuXLqVevXrExsYSEREBgJOTE9HR0cTHx7Ny5UqioqLMq0EDbNq0iXnz5rFo0SJOnDhBlSpV+OCDDyx0V65cybJly1i6dCmnTp2iY8eOvPDCC7k+qHfeeYfw8HBOnjxJ9erV6du3LwaDIc+Yjh8/TqdOnejTpw83b95k5cqV5muzZs2iZ8+enD59miFDhhT6eYWHh9OnTx86derEzZs3uXnzJi1atCi0zt/RaDQ0bFiXfT/+Yi6TJIl9Px6kWbNGpaahNJ2n6cVoMmGUJLRWlv+9tdZqYv+8i0mS+OVSElXdHBn56SHavbub16IP8OO5G4qNqaR0lORFLh0leZFLR0le5NKRy4sslFLys2jRIj744ANWr15NQkICixYtYvHixaxatcpcZ/Hixbz33nt8+OGHHDt2DAcHBzp27EhWVpasIZfZ5Cc9PZ21a9eydOlS2rdvT506ddiwYUOeSUVYWBiTJk0iMDCQwMCc/ZGmT59OixYt8Pf3p3v37oSHh7Nt2zZzm1WrVjF06FAGDx5M9erVmTFjBnXq1LHQXbp0KVOmTOGVV14hJCSERYsW5bk6c3h4OF27dqV69epERkZy7do1Ll68mGdcnp6eaLVa7Ozs8PHxsdh49NVXX2Xw4MFUq1aNKlWqFPqZOTo6Ymdnh1arxcfHBx8fH/OGr0XFw8MNa2trkpMsl2NPTr6Nj3fuHeNLSkNpOk/Ti4NWQ10/Nz4+dI7ktEyMJondZxI5df0ed9KzuPdQR0a2gXVHztMi0JsP+rYkrLovkz4/xm/X8l9WX0nPVy4dJXmRS0dJXuTSUZIXuXTk8iIHkiQV6ygohw8fpkePHnTt2hV/f39efvllnn/+eX799Vezj3fffZfp06fTo0cP6taty8aNG7lx4wY7duyQNeYym/xcunSJ7OxsmjZtai5zc3MjJCQkV93Q0NBcZVu3bqVly5b4+Pjg6OjI9OnTSUxMNF8/d+4cTZo0sWjz9/PU1FRu3LhBy5YtLeq0bNmShIQEi7K6deuav/b1zdl8Mjk5uSBhPjGOkkCn05GammpxiF1QyhbzXmgEksTzq/bQZNFXbD5+mU61KqNWgen/P8u2wb70bxJEDW9XhrQIoXWwD5/FXnnKzgUCwb+VFi1asG/fPvOLPHFxcRw8eJDOnTsDcOXKFW7dukWHDh3MbVxcXGjatOljp4sUhXKxzo+Dg4PF+ZEjR+jXrx+RkZF07NgRFxcXtmzZkuecITnQaDTmrx/NxzEVYZLYP+NQq9W5kpKCToR+HAsWLCAyMtKiTKV2RGWVexPUO3fuYTAY8PL2sCj38vLkVtLtAt1PDg2l6TxtL5UrOLK2f2sysw2kZxvwdLRl8pe/4ufqQAV7LdZqFYEeThZtAtydiP3zrmJjKgkdJXmRS0dJXuTSUZIXuXTk8iILxXxdXafTodPpLMq0Wi1areUcwqlTp5KamkqNGjWwsrLCaDQyb948+vXrB+Qs8wLg7e1t0c7b29t8TS7KbM9PYGAgGo2GY8eOmcvu379foFfDDx8+TNWqVXnnnXcIDQ0lODiYa9euWdQJCQnh+PHjFmV/P3d2dqZixYocOnTIos6hQ4eoVatWUUIqNJ6enqSlpfHw4UNz2cmTJx/bxsbGBqPR+Ng606ZNIyUlxeJQqZ3yrKvX64mJOUVYu1bmMpVKRVi7Vhw9eqJAccihoTQdpXixs7HG09GW1MxsDl9Opm11XzRWamr5VuDqvXSLutfupePrbK/4mOTUUZIXuXSU5EUuHSV5kUtHLi+yUMw5PwsWLMDFxcXiWLBgQa7bbNu2jU2bNrF582ZiYmLYsGEDS5cuZcOGDaUbL2W458fR0ZGhQ4fy1ltv4e7ujpeXF++88w5q9ZPzueDgYBITE9myZQuNGzdm9+7dfPml5a60Y8eOZdiwYYSGhtKiRQu2bt3KqVOnqFatmrnOW2+9xcyZMwkMDKR+/fqsX7+ekydPsmnTJtnjzYumTZtib2/P22+/zbhx4zh27BjR0dGPbePv7893333HuXPncHd3x8XFxaJnCvLO2P/+Btk/WbEyivVrV3Ai5hTHj8cybuwwHBzsiN6wtcCxyKGhNJ2n6eXw5SQkCfzdHUm8/5AV+84Q4O5Ij7pVARjULJjJX/5Kw8ruNK7qyeHLSfx84RZrXmuVr+bTjqmkdJTkRcRUNrwoLabiUtwVnqdNm8abb75pUfbP3yGQ8ztz6tSpvPJKzttsderU4dq1ayxYsICBAwfi4+MDQFJSknmKyKNzuRfrLbPJD8CSJUtIT0+ne/fuODk5MWnSJFJSUp7Y7oUXXmDixImMGTMGnU5H165diYiIYNasWeY6/fr14/Lly4SHh5OVlUWfPn0YNGiQeWIWwLhx40hJSWHSpEkkJydTq1Ytdu7cSXBwcEmEmws3Nzf+97//8dZbbxEVFUX79u2ZNWuW+XX+vBg2bBgHDhwgNDSU9PR09u/fT9u2bYvlY/v2nXh6uDFrRjg+Pp7ExZ2la7fXSE7Of/JsSWgoTedpeknL0rPqQDxJaZm42GpoX8OPMW1qofn/N8DCQioyvXN91h4+z+K9p6jq5sTSl5rQoLJHvppPO6aS0lGSFxFT2fCitJiKTTGTn7z+YM6LjIyMXB0UVlZW5mkgAQEB+Pj4sG/fPnOyk5qayrFjxxg5cmSxPP4TlSRmshaY5557Dh8fHz75pPzte2Rt4/e0LQgKgNjbSyD492LIvl4iuin92xervcsn+55ciZwdBn744Qc++ugjnnnmGWJjYxk+fDhDhgxh0aJFQM7r8AsXLmTDhg0EBAQQERHBqVOniI+Px9bWtlg+/06Z7vkpSTIyMvjwww/p2LEjVlZWfPrpp/zwww/s3bv3aVsTCAQCgaDMsWrVKiIiIhg1ahTJyclUrFiRN954gxkzZpjrTJ48mYcPHzJ8+HAePHhAq1at2LNnj6yJD4ien3zJzMyke/fuxMbGkpWVRUhICNOnT6dXr15P29pTQfT8lA1Ez49A8O+lpHp+HvQLK1Z7100/yuSk9BA9P/lgZ2fHDz/88LRtCAQCgUBQspTRndmLg0h+BIJ/EXL12GSc/0oWHfvqPWTREQgEJUjZ3Ju0WIjkRyAQCASCckxxX3Uvi5TZRQ4FymLkiIFcPH+U9NRLHD64i8ah9Z+KhtJ0StOLra0aH29bqla2JzDAEXt7q8fqrFwRQUh1T/yrOBBQ1QE/Xzvs7HK3kRsHeysq+9kz/e3hXL18LFdMbhVsqORnR0BVB6pWtsfLQ4uVVf7rTJW1z6m0dJTkRS4dJXmRS0cuL4LCIZIfhZKdnf20LRSY3r1fYOmSmcyZu5zGTTsRdyqeb3ZvwtPTvVQ1lKZT2l7UKhXZ2Sbu3NUVSOfgoUO8MXwomTob/ryeQWaWEV9vW2xsiv5j4XhcPB0HjM/3ularxtvLlvYdOjJt2lQWL15Jz549OXMmgW92b8Lbyx2tVs39B3r+vJHBreQsNJqcpK44z+ZxKOl7RsRUNrwoLaZiYyrmURaRBKVCamqq9Oqrr0r29vaSj4+PtHz5cqlNmzbS+PHjJUmSpKpVq0qzZ8+W+vfvLzk5OUkDBw6UJEmSJk+eLAUHB0t2dnZSQECANH36dCk7O9usO3PmTKlevXrShx9+KFWqVEmys7OTevfuLT148MDi/lFRUVKNGjUkrVYrhYSESO+//36h/FtpKuZ7HDt2Qlr9/jrzubWNn/TnnzekaW/Pe2w7uTWUpvM0vVSvXl1ycqlcaB1//0DJw7OqpLtyXNJdOS5lXjomvb9gutTu2ZZSndrPSN06dpB2bVxtvv7P4+CODVLbZ1uYz//pq2LFAMmvUjULL1WqBEo+vtXyjcneoZJUvXp1SWvr96/7nP6N33sippKLqaS4+2LrYh1lEdHzU0q8+eabHDp0iJ07d7J3715++eUXYmJiLOosXbqUevXqERsbS0REBABOTk5ER0cTHx/PypUriYqKYsWKFRbtLl68yLZt29i1axd79uwhNjaWUaNGma9v2rSJGTNmMG/ePBISEpg/fz4RERGy7Kei0Who2LAu+378xVwmSRL7fjxIs2aNSk1DaTpK8lIYHZVaxd+3fluzZSc7fzhIxLghfPnxYvr36sS0RR9w/FRCge/9d7S2VhgMagsvGZlGtDaqfGNSq1VIkoTxH/MSyvPnVFa8yKWjJC9y6cjlRRbKYc+PSH5KgbS0NPMGbu3bt6d27dqsX78+1wajYWFhTJo0icDAQAIDAwGYPn06LVq0wN/fn+7duxMeHs62bdss2mVlZbFx40bq169P69atWbVqFVu2bDHvgjtz5kyWLVtGr169CAgIoFevXkycOJGPPvqo2LF5eLhhbW1NcpLlcuzJybfx8fYsNQ2l6SjJS0F1XF00qFUqHj40AJCdrWfNlp3MfnM4LUPrUtnXixefb0O39i3ZvrtgK7r+E2srFa6urhZejEYTVtaqPGNSqcDdzYb0hwb+uSJZef2cypIXuXSU5EUuHbm8yIFkKt5RFhFve5UCly9fRq/X06RJE3OZi4sLISEhFvVCQ0Nztd26dSvvvfcely5dIj09HYPBgLOzs0WdKlWq4Of31yKEzZs3x2Qyce7cOZycnLh06RJDhw5l2LBh5joGgwEXF5c8/ep0OnQ6y3kjkiQ9dnNTQdnG0cGaCq423ErKMvewJN5IIlOnY/g0y92Z9QYDNQP9zedNegwxf20ymcjWG8xlAVUdSEs35DsP6Ul4e+bM9bl9p2jtBQKBIC9E8qMgHBwcLM6PHDlCv379iIyMpGPHjri4uLBlyxaWLVtWYM309HQAoqKiaNq0qcU1K6u83+xZsGABkZGRFmUqtSMqK+dcde/cuYfBYMDL23JDTC8vT24l3S6QRzk0lKajJC9P0tmzZw+eHlqSkrPIzPqrNzIjKwuA9+e8hbd7BYt2NhqN+evP/jvf/PWpc5dYsfZT1i+eDkDt50ZY/GVoMEpkpD2w8GJlpcZokHLF5O1li7W1ihu3MnP1+jwppn/j5yRiUoYXuXTk8iILZbT3pjiIYa9SoFq1amg0Go4fP24uS0lJ4fz5849td/jwYapWrco777xDaGgowcHBXLt2LVe9xMREbty4YT4/evQoarWakJAQvL29qVixIpcvXyYoKMjiCAgIyPO+06ZNIyUlxeJQqZ3yrKvX64mJOUVYu1bmMpVKRVi7Vhw9euKx8cmpoTQdJXl5nA6Sjk8//R9Jt7PIyLQchg2s4oeNRsOt5DtU8fOxOHy8/nob5e/l3u4VsLayMp8bDJZzdXRZRqytTRZe7O2s0GVLFjF5e9lio8lJfEz5/GAuT5+TiEk5XuTSkcuLHIhhL0GJ4OTkxMCBA3nrrbdwc3PDy8uLmTNnolarHzuUFBwcTGJiIlu2bKFx48bs3r2bL7/8Mlc9W1tbBg4cyNKlS0lNTWXcuHH06dMHHx8fACIjIxk3bhwuLi506tQJnU7Hb7/9xv3793nzzTdz6Wm1WrRarUXZ43yuWBnF+rUrOBFziuPHYxk3dhgODnZEb9ha0Ecki4bSdErbi0oFGs1ff89orNXY2EiYjBIGo0T4W1NpHFqH/v17c/x4LM91aMbChfPJyFSh05nMa+k8WvDMwd6OgS93YfFH/8MkSTR8JoS0hxnExp/H0d6OHs+1LlQcAA9S9fj52vHRx+t4f/VSfv/9LJcuxvPyy/3MMfl42aLVqrmZlIVKpeJRB6XRmLv7pyx+TqWhoyQvIqaS91JsymgCUxxE8lNKLF++nBEjRtCtWzecnZ2ZPHkyf/zxx2N3qn3hhReYOHEiY8aMQafT0bVrVyIiIpg1a5ZFvaCgIHr16kWXLl24d+8e3bp147///a/5+uuvv469vT1LlizhrbfewsHBgTp16jBhwgRZYtu+fSeeHm7MmhGOj48ncXFn6drtNZKT7zy5sYwaStMpbS9arRV+vnbmcw/3nAQ2NU3P7Ts6Lly4SLbuIVu3bsXHx5M+ff6D0WjEVgv+Vf4ack1N05u/HjuwN24uzqzZspM/byXj7OBAzSB/Xu/7QqFieIROZyIpOYsf933H4sVeTJv6Jh4eHuaY7t27S9XKOV4q+9lbtL1+M5OsLMveqbL4OZWGjpK8iJhK3ktxKau9N8VB7Or+lHj48CF+fn4sW7aMoUOHFlln1qxZ7Nixg5MnT8pnLg/Eru7lC7G3l0CgPEpqV/fbz7UpVnvPvT/J5KT0ED0/pURsbCy///47TZo0ISUlhdmzZwPQo4f45SAQCASCp0d57PkRyU8psnTpUs6dO4eNjQ2NGjXil19+wcPD48kNBQKBQCAoIcpj8iOGvQQFQgx7lS/EsJdAoDxKatgrqW3bYrX3PnBAFh+liej5EQgEuZAraXkwLvfCnYXF9b3fZHAiEAjyozz2/Ih1fgQCgUAgEJQrRPIjkIWRIwZy8fxR0lMvcfjgLhqH1n8qGkrTUZIXuXQKraFSY9PxVezf/hiHBduwn/ohmg598q2ufWkkjku/QvNs95LxU0IaStNRkhe5dJTkRS4dubwUB8mkKtZRFhHJj6DY9O79AkuXzGTO3OU0btqJuFPxfLN7E56e7k9uLKOG0nSU5OVpxqRp1wtNi87ovvyIjMVj0H2zEZu2vdC06parrlXtZqirVMeUclfRMSldR0leREwl76W4lMcVnkXyU4KkpaXRr18/HBwc8PX1ZcWKFbRt29a8uKBKpWLHjh0WbVxdXYmOjjafT5kyherVq2Nvb0+1atWIiIhAr89ZhO78+fOoVCp+//13C40VK1aYd4U3Go0MHTqUgIAA7OzsCAkJYeXKlbLGOXH8MNas3cyGjdtISLjAqNFTycjIZPCgV0pVQ2k6SvLyNGOy8q+B4cwxjAknkO4nYzx1GOP5WNSVgy3qqZzd0L44DN3m5WA0KDompesoyYuIqeS9FBdJUhXrKIuI5KcEefPNNzl06BA7d+5k7969/PLLL8TExBRKw8nJiejoaOLj41m5ciVRUVGsWLECgOrVqxMaGsqmTZss2mzatIlXX30VyNllu1KlSmzfvp34+HhmzJjB22+/zbZt22SJUaPR0LBhXfb9+Iu5TJIk9v14kGbNGpWahtJ0lORFLp2iahiv/o5VcF1UHhUBUPv6ow6ohfH3v/1fUKnQvjoR/YEvMSX9ofiYlKyjJC9y6SjJi1w6cnmRA9HzI5CNtLQ0NmzYwNKlS2nfvj21a9dm/fr1GI3GJzf+G9OnT6dFixb4+/vTvXt3wsPDLRKXfv368emnn5rPz58/z4kTJ+jXrx+Q8x8sMjKS0NBQAgIC6NevH4MHD5Yt+fHwcMPa2prkJMvl2JOTb+Pj7VlqGkrTUZIXuXSKqqHf/zmGkwexn/w+Dos+x27iCvS/7MQQ+9eqsJp2vcBoRH/w6zIRk5J1lORFLh0leZFLRy4vgqIhXnUvIS5fvoxer6dJkybmMhcXF0JCQgqls3XrVt577z0uXbpEeno6BoMBZ2dn8/VXXnmF8PBwjh49SrNmzdi0aRMNGzakRo0a5jrvv/8+69atIzExkczMTLKzs6lfv36+99TpdOh0OosySZIeu7mpQJAf1vVaYd2wDbrNyzHdSkRdMQBtj6FIqfcw/LYftV8gmlbdyXw39ya7AoGg5Cmrk5aLg+j5eYqoVCr+ucbko/k8AEeOHKFfv3506dKFr7/+mtjYWN555x2ys7PNdXx8fAgLC2Pz5s0AbN682dzrA7BlyxbCw8MZOnQo33//PSdPnmTw4MEWGv9kwYIFuLi4WBySKS3Punfu3MNgMODlbblStZeXJ7eSbhfoOcihoTQdJXmRS6eoGjbdBqH/8XMMJ3/BdOsahpgDZP+8E5uwlwGwqlYLlaML9u+swWHRFzgs+gK1mzc23Qdj//bHioxJyTpK8iKXjpK8yKUjlxc5kKTiHWURkfyUENWqVUOj0XD8+HFzWUpKCufPnzefe3p6cvPmTfP5hQsXyMjIMJ8fPnyYqlWr8s477xAaGkpwcDDXrl3Lda9+/fqxdetWjhw5wuXLl3nllb8myx06dIgWLVowatQoGjRoQFBQEJcuXXqs92nTppGSkmJxqNROedbV6/XExJwirF0rc5lKpSKsXSuOHj3x2PvIqaE0HSV5kUunqBoqjQ3SPycGSCb4/55E/YkDZC4fT+aKCebDlHIX/YEdZEZFKjImJesoyYtcOkryIpeOXF7koDy+6i6GvUoIJycnBg4cyFtvvYWbmxteXl7MnDkTtVptHj4KCwtj9erVNG/eHKPRyJQpU9BoNGaN4OBgEhMT2bJlC40bN2b37t18+eWXue7Vq1cvRo4cyciRI2nXrh0VK1a00Ni4cSPfffcdAQEBfPLJJxw/fpyAgIB8vWu1WrRarUXZ44a8VqyMYv3aFZyIOcXx47GMGzsMBwc7ojdsLfDzkkNDaTpK8vI0YzLEH8emfW+kB7cx3foDtV81bFr3QH/8h5wKGWmYMv7Rs2g0IKXdR7r9+OX8xeekfC8ippL3UlzKagJTHETyU4IsX76cESNG0K1bN5ydnZk8eTJ//PEHtra2ACxbtozBgwfz7LPPUrFiRVauXMmJE39l/C+88AITJ05kzJgx6HQ6unbtSkREBLNmzbK4j5OTE927d2fbtm2sW7fO4tobb7xBbGws//nPf1CpVPTt25dRo0bx7bffyhbn9u078fRwY9aMcHx8PImLO0vXbq+RnHznyY1l1FCajpK8PM2YdDuisOn4KtpeI1A5uiCl3EN/9Duy9xb/B7z4nJTvRcRU8l4EhUdsbFqKPHz4ED8/P5YtW8bQoUOftp1CITY2FRQFsbeXQCAfJbWx6ZV6zxWrfUDcXpmclB6i56cEiY2N5ffff6dJkyakpKQwe/ZsAHr0EDtdCwQCgUAZiGEvgewsXbqUc+fOYWNjQ6NGjfjll1/w8PB4ckOBQCAQCEqBsrpKc3EoVvJz/fp1fv75Z5KTk3nppZeoVKkSRqORlJQUXFxcsLKykstnmaRBgwYWc3gEAoFAIFAaZXWV5uJQpORHkiQmTZrE6tWrMRgMqFQq6tSpQ6VKlUhPT8ff35/Zs2eb97ASCATlEznm66RF9ZfBCTgN+0QWHYFAUPYp0jo/S5YsYeXKlYSHh7N3716LhfpcXFzo1asXn3/+uWwmyyt/3wT1nwwaNIgXX3yxSLrR0dG4uroW2ZdAIBAI/j2YJFWxjrJIkZKfqKgoBgwYwPz58/PcJqFu3boWi/kJ5GflypUWu78Xhv/85z+yfz4jRwzk4vmjpKde4vDBXTQOrf9UNJSmoyQvcuk8LS8PdXoW7z1F59V7aLr4KwZs+IkzN+5b1Ll8J5Xx24/Qatkumi3Zyavr93MzJSMfxacfU0nqKMmLXDpK8iKXjlxeioPY1b2A/PHHH7Ro0SLf6w4ODqSmphbZlODJuLi4FLn3xs7ODi8vL9m89O79AkuXzGTO3OU0btqJuFPxfLN7E56e7qWqoTQdJXn5N8QU+U0sR68kM/eFULa/3p7mAV6M+PQgSWmZAPxxP53Bn/yMv7sTa/o9y/bXwxjesgZa68fPPVTS85VLR0leREwl76W4lMcVnouU/Hh5efHHH3/ke/3EiRNUqVKlyKYEebN7925cXFzYtGmTxbDX119/jaurq3nH+JMnT6JSqZg6daq57euvv85rr70GyD/sNXH8MNas3cyGjdtISLjAqNFTycjIZPCgV57cWEYNpekoyUtZjylLb2Tf7zeYEFabRlU8qOLmyMjWNalcwZHtJ64AsPpAPK0CfZgYVpsaPq5UruBI2+q+uDlo89R82jGVpI6SvIiYSt5LcRF7exWQXr168eGHH3L58mVz2aPtD77//nuio6Pp3bu3PA4FQM6GpX379mXTpk0WG5cCPPvss6SlpREbGwvATz/9hIeHBwcOHDDX+emnn2jbtq3svjQaDQ0b1mXfj7+YyyRJYt+PB2nWrFGpaShNR0le5NJ5ml6MJhNGSUJrZfkjS2utJvbPu5gkiV8uJVHVzZGRnx6i3bu7eS36AD+eu6HYmEpKR0le5NJRkhe5dOTyIigaRUp+IiMj8fX1pX79+gwYMACVSsWiRYto1aoVnTt3pm7durz99ttyey23vP/++4waNYpdu3bRrVu3XNddXFyoX7++Odk5cOAAEydOJDY2lvT0dK5fv87Fixdp06aN7N48PNywtrYmOclyOfbk5Nv4eHuWmobSdJTkRS6dp+nFQauhrp8bHx86R3JaJkaTxO4ziZy6fo876Vnce6gjI9vAuiPnaRHozQd9WxJW3ZdJnx/jt2v5bxWgpOcrl46SvMiloyQvcunI5UUOxLBXAXFxceHo0aNMnjyZ69evY2try08//cSDBw+YOXMmv/zyC/b29nJ7LZd89tlnTJw4kb179z42eWnTpg0HDhxAkiR++eUXevXqRc2aNTl48CA//fQTFStWJDg4uED31Ol0pKamWhxiFxTB02beC41Aknh+1R6aLPqKzccv06lWZdQqMP3/92fbYF/6NwmihrcrQ1qE0DrYh89irzxl5wKBsimPb3sVeZFDOzs7pk+fzvTp0+X0I/gHDRo0ICYmhnXr1hEaGprv7upt27Zl3bp1xMXFodFoqFGjBm3btuXAgQPcv3+/UL0+CxYsIDIy0qJMpXZEZeWcq+6dO/cwGAx4eVuuWu3l5cmtpNsFup8cGkrTUZIXuXSetpfKFRxZ2781mdkG0rMNeDraMvnLX/FzdaCCvRZrtYpADyeLNgHuTsT+eVexMZWEjpK8yKWjJC9y6cjlRQ7K6htbxaFIPT+C0iMwMJD9+/fz1VdfMXbs2HzrPZr3s2LFCnOi8yj5OXDgQKHm+0ybNo2UlBSLQ6V2yrOuXq8nJuYUYe1amctUKhVh7Vpx9GjBVreWQ0NpOkryIpeOUrzY2Vjj6WhLamY2hy8n07a6LxorNbV8K3D1XrpF3Wv30vF1zr8XWikxyamjJC9y6SjJi1w6cnmRg/I44blIPT9Dhgx5Yh2VSsXatWuLIi/4B9WrV2f//v20bdsWa2tr3n333Vx1KlSoQN26ddm0aROrV68GoHXr1vTp0we9Xl+onh+tVotWa/mGTH49TgArVkaxfu0KTsSc4vjxWMaNHYaDgx3RG7YW+J5yaChNR0le/g0xHb6chCSBv7sjifcfsmLfGQLcHelRtyoAg5oFM/nLX2lY2Z3GVT05fDmJny/cYs1rrfLVfNoxlZSOkryImEreS3EpzaGr69evM2XKFL799lsyMjIICgpi/fr1hIaGAjmTvmfOnElUVBQPHjygZcuWfPDBBwWetlFQipT8/Pjjj7l+GRqNRm7evInRaMTT0xMHBwdZDApyCAkJ4ccff6Rt27b57pnWpk0bTp48ae7lcXNzo1atWiQlJRESElJi3rZv34mnhxuzZoTj4+NJXNxZunZ7jeTk/CealoSG0nSU5OXfEFNalp5VB+JJSsvExVZD+xp+jGlTC83/vwEWFlKR6Z3rs/bweRbvPUVVNyeWvtSEBpUfv5Gwkp6vXDpK8iJiKnkvZYX79+/TsmVL2rVrx7fffounpycXLlygQoUK5jqLFy/mvffeY8OGDQQEBBAREUHHjh2Jj4/H1tZWNi8qScaZrHq9no8++oh3332XvXv3EhAQIJe04CljbeP3tC0Iyiliby+BIAdD9vUS0Y2t0qNY7RskflWgelOnTuXQoUP88ssveV6XJImKFSsyadIkwsPDAUhJScHb25vo6GheeUW+9Y9knfOj0WgYM2YMzz//PGPGjJFTWiAQCAQCQQlQ3Dk/eb0hrNPpct1n586dhIaG0rt3b7y8vGjQoAFRUVHm61euXOHWrVt06NDBXObi4kLTpk05cuSIrDGXyITnevXq8fPPP5eEtEAgEAgEAhkp7qvuCxYswMXFxeJYsGBBrvtcvnzZPH/nu+++Y+TIkYwbN44NGzYAcOvWLQC8vb0t2nl7e5uvyUWRX3V/HHv37hXr/AgEAlmQa7gq/aelsug4tgmXRUcgUArFfdV92rRpvPnmmxZl/3xpBsBkMhEaGsr8+fOBnKVczpw5w4cffsjAgQOL5aGwFCn5mT17dp7lDx484OeffyYmJsZiX6nyRNu2balfv36eb2QVFpVKxZdffmnew0sgEAgEAqWR1xvCeeHr60utWrUsymrWrMnnn38OgI+PDwBJSUn4+vqa6yQlJVG/fn35DFPEYa9Zs2bleWzYsAG1Ws2HH37IvHnzZDUqUDYjRwzk4vmjpKde4vDBXTQOrf9UNJSmoyQvcumUphdbWzU+3rZUrWxPYIAj9va533T8u843X2+kZogPlSvZU83fAXc3myJ5Kyy2tlZUqmhHxDvDuXr5WK6YXF00+FW0I6CqA/5V7PHxskWjyf+v7bL2OZWWjpK8yKUjl5fiUForPLds2ZJz585ZlJ0/f56qVXOWqwgICMDHx4d9+/aZr6empnLs2DGaN28uT7D/T5GSH5PJlOdx9+5dfv31V4YPH/7YdWEE/y56936BpUtmMmfucho37UTcqXi+2b0JT0/3UtVQmo6SvJTVmNQqFdnZJu7czT15Mi+dU6cTePHFLhiNNmRnmwrlKT+u375PvUGz8r1uba3C19uW5zt2YurUqSxctJKePXtyNv53c0x2tlakpur580YmN25lgQp8fezI68dkWfycSkNHSV6UFlNxkYp5FJSJEydy9OhR5s+fz8WLF9m8eTMff/wxo0ePBnJGOyZMmMDcuXPZuXMnp0+fZsCAAVSsWFH+ERCpkGRkZEgTJ06Udu7cWdim5YI2bdpI48ePlyIjI6Vnnnkm1/V69epJ06dPN5+vXbtWqlWrlmRjYyP5+PhIo0ePNl8DpKioKOnFF1+U7OzspKCgIOmrr76y0Dt9+rTUqVMnycHBQfLy8pJee+016fbt2+brRqNRmj9/vuTv7y/Z2tpKdevWlbZv317ouKw0FfM9jh07Ia1+f5353NrGT/rzzxvStLfnPbad3BpK01GSl39DTNWrV5ecXCoXWKdy5UDJy9vffC3z8GbzsWnBJKljmxZS7Vo1pedbN5ei50ywuP734+JX70vVq1c3n//Tl6eXv+TvH2jhxbdigFS5cmC+MWm0OfE4OFX6131O/8bvPaXEVFIc8ulVrKMw7Nq1S6pdu7ak1WqlGjVqSB9//LHFdZPJJEVEREje3t6SVquV2rdvL507d07OcCVJkqRC9/zY2dnx0UcfkZSUJG8W9i9jyJAhJCQkcPz4cXNZbGwsp06dYvDgwQB88MEHjB49muHDh3P69Gl27txJUFCQhU5kZCR9+vTh1KlTdOnShX79+nHv3j0gZ45VWFgYDRo04LfffmPPnj0kJSXRp08fc/sFCxawceNGPvzwQ86ePcvEiRN57bXX+Omnn2SJU6PR0LBhXfb9+Ne6DZIkse/HgzRr1qjUNJSmoyQvcukoyUtxdHYfPsV/v9zPmJfC+HLBGMa+3J73v9jPzoMnC3zvv2Nra4XeoLbwkplpxEarzteLWp3T5WMyyhOT3BpK01GSF7l05PIiB5KkKtZRGLp168bp06fJysoiISGBYcOGWVxXqVTMnj2bW7dukZWVxQ8//ED16tXlDBco4rBXo0aNOHPmjNxe/lVUqlSJjh07sn79enPZ+vXradOmDdWqVQNg7ty5TJo0ifHjx1O9enUaN27MhAkTLHQGDRpE3759CQoKYv78+aSnp/Prr78CsHr1aho0aMD8+fOpUaMGDRo0YN26dezfv5/z58+j0+mYP38+69ato2PHjlSrVo1Bgwbx2muv8dFHH8kSp4eHG9bW1iQnWa5Impx8Gx9vz1LTUJqOkrzIpaMkL8XR+WDHfia90pEOobWo5FmBDqG1eK1jMz478FuB7/13rKxUuLq4WngxGiWs1Kp8vXi4a8nMMpKttxyaE5+T8r3IpSOXF0HRKNLbXu+++y5dunShdu3aDBo0CGvrEnljvswzbNgwhgwZwvLly1Gr1WzevJkVK1YAkJyczI0bN2jfvv1jNerWrWv+2sHBAWdnZ5KTkwGIi4tj//79ODo65mp36dIl9Ho9GRkZPPfccxbXsrOzadCgQb731Ol0uRaokiRJzOMSlHkydNn8kXyfWeu+InL9TnO50WjC0f6vpfN7vv0+N+8+AP7auLHZGzkvcQRUdSAry8jNpKwiefBw12KjUXP9ZmbRghAIZEae2XFliwJnLT///DM1a9bE09OTgQMHolareeONNxg3bhx+fn7Y2dlZ1FepVMTFxcluuCzRvXt3tFotX375JTY2Nuj1el5++WWAXM8rPzQajcW5SqXCZMr5Vk1PT6d79+4sWrQoVztfX19z79zu3bvx87PcnuJxryUuWLCAyMhIy/uqHVFZOeeqe+fOPQwGA17elvsneXl5civp9mMik1dDaTpK8iKXjpK8FFUnMysbgBmDXqBOoOX/CbX6r47w99/sh8GYMyaVfD+NoQuj2TZ7BAB1X11osZO10SjxIOWBhRcrKxVGk5TLi4e7DQ72Vly/mYnRmHuqqPiclO9FLh25vMiBRPn7w7bAw17t2rXjhx9+AMDd3Z2QkBBat25N06ZNqVSpEu7u7haHm5tbiZkuK1hbWzNw4EDWr1/P+vXreeWVV8xJj5OTE/7+/hav9BWWhg0bcvbsWfz9/QkKCrI4HBwcqFWrFlqtlsTExFzXK1eunK/utGnTSElJsThUaqc86+r1emJiThHW7q+ds1UqFWHtWnH06IkCxSGHhtJ0lORFLh0leSmqjruLI56uTvx5+z5VvN0tjkqef22uWNHD1Vzu6+4CYD43GCSLxCUry4i1tcnCi52dFdk6k4WXnMTHmhs3MzEY8n5HRnxOyvcil45cXuTAJBXvKIsUuOdHkiSk//9z58CBAyXl51/H66+/Ts2aNQE4dOiQxbVZs2YxYsQIvLy86Ny5M2lpaRw6dIixY8cWSHv06NFERUXRt29fJk+ejJubGxcvXmTLli2sWbMGJycnwsPDmThxIiaTiVatWpGSksKhQ4dwdnbOd0XNvBasetyQ14qVUaxfu4ITMac4fjyWcWOH4eBgR/SGrQWKQy4NpekoyUtZjUmlAo3mr7/RNNZqbGwkTEYJg1Ei/K2pNA6tQ//+vc0616//wcZPPsVKndMDY2OjNv/sAhjVsy2LNn2Lo72WlnWC0OuNnL16g9SHmQzo1KJQcQCkpulxcdYQtWYdq95bSnz8Ga5cTqB3n9fMMXm4a3F0sOZWciYmKccXgMkkWfQiFebZyPF8y5KOkrwoLabiYiqHPT9isk4JExwcTIsWLbh37x5Nmza1uDZw4ECysrJYsWIF4eHheHh4mIfFCkLFihU5dOgQU6ZM4fnnn0en01G1alU6depk7sKfM2cOnp6eLFiwgMuXL+Pq6krDhg15++23ZYtx+/adeHq4MWtGOD4+nsTFnaVrt9dITr7z5MYyaihNR0leympMWq0Vfr5/DRF7uOck5alpem7f0XHhwkWydQ/ZunWrWad//7442AFYYau1wslRg/5vE4t7tWmErY2G6G8Ps2LrXuy0GoIredPv+WaFiuERBoPEzaQs9n6/h8WLvXjn7Ul4eHhYxBQYkDMvz8/Xctuf5NtZpKUbivRsHoeSvmdETCXvRVB4VJL0z7878katVrNp0yb69u1b0p7+VUiSRHBwMKNGjcq190lZwtrG78mVBAIFI/b2EpR1DNnXS0R3n/d/itW+fVLp9lTJQaFedX/ttdewsrIq0CHeAIPbt2+zevVqbt26ZV7bRyAQCAQCJWEq5lEWKVSG0qFDhxJZbOjfipeXFx4eHnz88cdUqFDhyQ0EAoFAIChlyuPbXoVKfgYOHMirr75aUl7+dRRwRFEgEAgEgqdGWe29KQ5ibEogEJQL5Jqrk/J262JruMz/WQYnAoGgqIjkRyAQCASCckx57Pkp0t5eAsE/GTliIBfPHyU99RKHD+6icWj9p6KhNB0leZFLR0le5NIptIZKhaZdb+zGr8T+nQ3YjXsXTeueFlUcZn2a56Fp0U2ZMZUBHSV5kUtHLi/FQUJVrKMsUuDkx2Qyifk+gjzp3fsFli6ZyZy5y2nctBNxp+L5ZvcmPD3dS1VDaTpK8iJikldD0+oFNI2fI/ubaDLfn0T2D5vRtOyOddOO5joZS0dYHLodHyJJJgwJvyoyJqXrKMmL0mIqLiZV8Y6yiOj5kYm2bdsyduxYJkyYQIUKFfD29iYqKoqHDx8yePBgnJycCAoK4ttvvwXAaDQydOhQAgICsLOzIyQkhJUrV1poDho0iBdffJGlS5fi6+uLu7s7o0ePRq/Xm+vcvHmTrl27YmdnR0BAAJs3b8bf3593333XXCcxMZEePXrg6OiIs7Mzffr0ISkpSbbYJ44fxpq1m9mwcRsJCRcYNXoqGRmZDB70SqlqKE1HSV5ETPJqqCtXx/D7bxgvxCI9uIMx/leMl05h5RdkriOlp1gcVjUaYboSj3Q/WZExKV1HSV6UFlNxMaEq1lEWEcmPjGzYsAEPDw9+/fVXxo4dy8iRI+nduzctWrQgJiaG559/nv79+5ORkYHJZKJSpUps376d+Ph4ZsyYwdtvv822bdssNPfv38+lS5fYv38/GzZsIDo6mujoaPP1AQMGcOPGDQ4cOMDnn3/Oxx9/bN71HXJ67Hr06MG9e/f46aef2Lt3L5cvX+Y//yneolaP0Gg0NGxYl30//mIukySJfT8epFmzRqWmoTQdJXmRS0dJXuTSKaqG6Y/zWFWrjcrdBwC1dxWsqtTAcOFk3g0cXLAKboA+dr9iY1KyjpK8yKUjlxdB0RDJj4zUq1eP6dOnExwczLRp07C1tcXDw4Nhw4YRHBzMjBkzuHv3LqdOnUKj0RAZGUloaCgBAQH069ePwYMH50p+KlSowOrVq6lRowbdunWja9eu5s1Qf//9d3744QeioqJo2rQpDRs2ZM2aNWRmZprb79u3j9OnT7N582YaNWpE06ZN2bhxIz/99BPHjx8vdsweHm5YW1uTnGS5HHty8m18vD1LTUNpOkryIpeOkrzIpVNUDf3BnRjOHMZuzDLsIz7BdsQC9Ee/xXj6UJ71NfVbQ3YWxoTH/58Tn5PyvcilI5cXOZCKeZRFxNteMlK3bl3z11ZWVri7u1OnTh1zmbe3N4C5Z+b9999n3bp1JCYmkpmZSXZ2NvXr17fQfOaZZ7CysjKf+/r6cvr0aQDOnTuHtbU1DRs2NF8PCgqyWFAxISGBypUrW+ziXqtWLVxdXUlISKBx48a54tDpdOh0OosySZIeu7mpQFCesHqmGdZ1WqH7fDWm5D+x8qmKTacBSGn3McTlfo3dukEbDKcOgUGfh5pA8HQRb3sJioVGo7E4V6lUFmWPkgeTycSWLVsIDw9n6NChfP/995w8eZLBgweTnZ39RE2TqWS/VRcsWICLi4vFIZnS8qx75849DAYDXt4eFuVeXp7cSrpdoPvJoaE0HSV5kUtHSV7k0imqhs1z/dAf/ArjmSNIyX9gOHUQ/dFv0Tz7Qq666iohqD38MMT8qOiYlKyjJC9y6cjlRQ5MKlWxjrKISH6eEocOHaJFixaMGjWKBg0aEBQUxKVLlwqlERISgsFgIDY21lx28eJF7t+/bz6vWbMmf/zxB3/88Ye5LD4+ngcPHlCrVq08dadNm0ZKSorFoVI75VlXr9cTE3OKsHatzGUqlYqwdq04evREgeKQQ0NpOkryIpeOkrzIpVNUDZXGBv65grvJBKrcP1KtG7bDeOMypqTEEvMjt4bSdJTkRS4dubzIgRj2EpQawcHBbNy4ke+++46AgAA++eQTjh8/TkBAQIE1atSoQYcOHRg+fDgffPABGo2GSZMmYWdnZ+5l6tChA3Xq1KFfv368++67GAwGRo0aRZs2bQgNDc1TV6vVotVqLcoeN+S1YmUU69eu4ETMKY4fj2Xc2GE4ONgRvaHgO/3KoaE0HSV5ETHJq2E4H4Om9YtIKXcx3f4DtY8/muZd0McesKyotcO6VlOyv9+k+JiUrqMkL0qLSVB4RPLzlHjjjTeIjY3lP//5DyqVir59+zJq1Cjzq/AFZePGjQwdOpTWrVvj4+PDggULOHv2LLa2tkBO0vLVV18xduxYWrdujVqtplOnTqxatUq2WLZv34mnhxuzZoTj4+NJXNxZunZ7jeTkO09uLKOG0nSU5EXEJK9G9jfR2IT1wabrYFQOLkhp99Gf2If+p88t6lnXbg4qFYZ8JkIrKSal6yjJi9JiKi7lcc6PShK7b/6r+PPPP6lcuTI//PAD7du3l03X2sZPNi2BoCwj9vYSPC0M2ddLRPfTiv2K1b7vjYL3bCoF0fNTxvnxxx9JT0+nTp063Lx5k8mTJ+Pv70/r1sX/AS0QCASCfz9ldaHC4iCSnzKOXq/n7bff5vLlyzg5OdGiRQs2bdqU6y0xgUAgEAjyojwO/4jkp4zTsWNHOnbs+OSKAoFAIBAIAJH8CAQCQaGQY75OSmQHGZyAy8wfZNERlG/K6uakxUEkPwKBQCAQlGPK49teYpFDgSyMHDGQi+ePkp56icMHd9E4tP5T0VCajpK8yKWjJC9y6TwVLyoVmta9sBu5FPvwKOxGLEHT8h8rRNs7Y9P1dezGvIt9+Mdo/zMJVQVv5cZUwjpK8iKXjlxeikN5XORQJD+ljCRJGAyGp21DVnr3foGlS2YyZ+5yGjftRNypeL7ZvQlPT/dS1VCajpK8iJiU50XTrCuaBmFkf/8JmVHTyN6/FU3TLliHPmeuY/vyeNSuXug+X0nmuhlIKXex7TsZNDaKjKkkdZTkRWkxFReTqnhHWUQkPzKg0+kYN24cXl5e2Nra0qpVK/OO6QcOHEClUvHtt9/SqFEjtFotBw8e5NKlS/To0QNvb28cHR1p3LgxP/xgOX7v7+/P/PnzGTJkCE5OTlSpUoWPP/7Yos7hw4epX78+tra2hIaGsmPHDlQqFSdPnjTXOXPmDJ07d8bR0RFvb2/69+/PnTvyLaI1cfww1qzdzIaN20hIuMCo0VPJyMhk8KBXSlVDaTpK8iJiUp4XdaVgDBdiMF6KQ0q5g/HcbxivnMHKtxoAKjdvrPyC0H23AdPNK0j3bpG9ZwMqaxusazVXZEwlqaMkL0qLSVB4RPIjA5MnT+bzzz9nw4YNxMTEEBQURMeOHbl37565ztSpU1m4cCEJCQnUrVuX9PR0unTpwr59+4iNjaVTp050796dxETL/X+WLVtGaGgosbGxjBo1ipEjR3Lu3DkAUlNT6d69O3Xq1CEmJoY5c+YwZcoUi/YPHjwgLCyMBg0a8Ntvv7Fnzx6SkpLo06ePLLFrNBoaNqzLvh9/MZdJksS+Hw/SrFmjUtNQmo6SvMiloyQvcuk8TS+mPy9gVbUWKrecYSy1V2WsKlfHcPlUTgWr/1+uwmIneAnJqEddKViRMZWUjpK8yKUjlxc5MBXzKIuI5KeYPHz4kA8++IAlS5bQuXNnatWqRVRUFHZ2dqxdu9Zcb/bs2Tz33HMEBgbi5uZGvXr1eOONN6hduzbBwcHMmTOHwMBAdu7caaHfpUsXRo0aRVBQEFOmTMHDw4P9+/cDsHnzZlQqFVFRUdSqVYvOnTvz1ltvWbRfvXo1DRo0YP78+dSoUYMGDRqwbt069u/fz/nz54sdv4eHG9bW1iQnWfYkJSffxsfbs9Q0lKajJC9y6SjJi1w6T9OL/shuDAnHsBu+EPvJa7EdMhv98e8xnj0CgHT3JqaUO9i07Q229qC2QtOsC2pnd1SOroqMqaR0lORFLh25vMhBeUx+xNtexeTSpUvo9XpatmxpLtNoNDRp0oSEhAQaN24MkGsT0fT0dGbNmsXu3bu5efMmBoOBzMzMXD0/devWNX+tUqnw8fEhOTkZgHPnzlG3bl3zPl4ATZo0sWgfFxfH/v37cXR0zNN79erVc5XrdDp0Op1FmSRJj93cVCAQFA6rmk2wfqY5uq8+xHTnOlbeVbDp0A8p/X7OXmAmI7ovVmHTZQgOEz9AMhkxXj2L4VIclMMVeQUlh1QOv51E8lNKODg4WJyHh4ezd+9eli5dSlBQEHZ2drz88stkZ2db1PvnSs0qlQqTqeC5dnp6Ot27d2fRokW5rvn6+ubZZsGCBURGRlreV+2Iyso5V907d+5hMBjw8vawKPfy8uRW0u0CeZRDQ2k6SvIil46SvMil8zS92IT9B/2R3RgTjgFguP0nKmcPNM27mTdCNd26Sta6GaC1A7U1ZKZhO3AGpptXFBlTSekoyYtcOnJ5kYOy2ntTHMSwVzEJDAzExsaGQ4f+2rVZr9dz/PhxatWqlW+7Q4cOMWjQIHr27EmdOnXw8fHh6tWrhbp3SEgIp0+ftuileTTR+hENGzbk7Nmz+Pv7ExQUZHH8MyF7xLRp00hJSbE4VGqnPOvq9XpiYk4R1q6VuUylUhHWrhVHj54oUBxyaChNR0le5NJRkhe5dJ6mF5VGC//cV1oygSqPH8u6TMhMQ1XBG7VPAMYLsYqMqaR0lORFLh25vMiBGPYSFBoHBwdGjhzJW2+9hZubG1WqVGHx4sVkZGQwdOhQ4uLi8mwXHBzMF198Qffu3VGpVERERBSqRwfg1Vdf5Z133mH48OFMnTqVxMREli5dCmAeoho9ejRRUVH07duXyZMn4+bmxsWLF9myZQtr1qzBysoql65Wq0Wr1VqUPW7Ia8XKKNavXcGJmFMcPx7LuLHDcHCwI3rD1gLHIoeG0nSU5EXEpDwvhguxaFp0R0q9i+nOddTeVdE06Yg+7q8JsFY1GiNlpCGl3kXtWQmbDv0wnj+B8coZRcZUkjpK8qK0mASFRyQ/MrBw4UJMJhP9+/cnLS2N0NBQvvvuOypUqJBvm+XLlzNkyBBatGiBh4cHU6ZMITU1tVD3dXZ2ZteuXYwcOZL69etTp04dZsyYwauvvmqeB1SxYkUOHTrElClTeP7559HpdFStWpVOnTqhVsvT8bd9+048PdyYNSMcHx9P4uLO0rXbayQnF/x1ejk0lKajJC8iJuV5yd77P2xa98Km4wBU9s5I6Q/Qxx5Af3CHuY7K0RWb9n1RObggpT/AcOYQ+oNfKTamktRRkhelxVRcyupChcVBJUn/7HcVlGU2bdrE4MGDSUlJwc7OTjZdaxs/2bQEgvKO2NtLUBQM2ddLRHdlldeK1X584v9kclJ6iJ6fMs7GjRupVq0afn5+xMXFMWXKFPr06SNr4iMQCASCfy9ldd5OcRDJTxnn1q1bzJgxg1u3buHr60vv3r2ZN2/e07YlEAgEgjKCSH4EZY7JkyczefLkp21DIBAIBIIyg0h+BAKBoJSRa65OWlR/WXSchn0ii46gbPK0Jv4uXLiQadOmMX78eN59910AsrKymDRpElu2bEGn09GxY0f++9//4u3tLeu9xTo/AoFAIBCUY57Gru7Hjx/no48+stjFAGDixIns2rWL7du389NPP3Hjxg169eolQ5SWiORHIAsjRwzk4vmjpKde4vDBXTQOrf9UNJSmoyQvcukoyYtcOkryUhSdhzo9i/eeovPqPTRd/BUDNvzEmRv3LepcvpPK+O1HaLVsF82W7OTV9fu5mZKh2JiU7kUuHbm8FIfSXuQwPT2dfv36ERUVZbEkTEpKCmvXrmX58uWEhYXRqFEj1q9fz+HDhzl69GgxIsyNSH4ExaZ37xdYumQmc+Yup3HTTsSdiueb3Zvw9HQvVQ2l6SjJi4ipbHgpqk7kN7EcvZLM3BdC2f56e5oHeDHi04MkpWUC8Mf9dAZ/8jP+7k6s6fcs218PY3jLGmitcy9yqpSYlOxFaTEVF6mYR2EZPXo0Xbt2pUMHyyUfTpw4gV6vtyivUaMGVapU4ciRI0W4U/6I5KeItG3bljFjxjBmzBhcXFzw8PAgIiKCR8smffLJJ4SGhuLk5ISPjw+vvvqqeUNSgAMHDqBSqdi9e7d5c9JmzZpx5sxfK7fevXuXvn374ufnh729PXXq1OHTTz81X9+4cSPu7u65NiF98cUX6d8/Zy7ApUuX6NGjB97e3jg6OtK4cWN++EHetUEmjh/GmrWb2bBxGwkJFxg1eioZGZkMHvRKqWooTUdJXkRMZcNLUXSy/o+98w6L4mrb+L2UhaX3GqoigoAUNaBGUYxib7E37DGKiGjUN2KvUUAssRc0dmONNUFABRUFRLFRLCgiIAqK9OV8f/AxcV3KwI6w6Pnlmivs2Zl777Pg7LOnPE+JEKGPXmFGZzu4mOrAVEsFUzrYwERTBUdjymuAbQx/gPZNDODb2Q7NDTRgoqkC92aG0FJWqFSzofsk7V6krU8NTVFREd6/fy9yfP65VMGhQ4cQGxuLlStXij33+vVr8Pl8aGhoiLTr6+vj9evXnHqmwY8EhISEQE5ODtHR0QgODkZgYCB27NgBoLxuy9KlSxEfH4+TJ0/i2bNn8PLyEtOYPXs2AgICcOvWLejq6qJ3794oKSkBUL7wy8XFBWfPnkVCQgImTZqEUaNGITo6GgAwaNAgCIVCnD59mtHLzMzE2bNnMW7cOADlw4s9evRAaGgo4uLi4Onpid69e4tVj68r8vLycHZ2QOjl/1LyE0IQevkaXF1d6k1D2nSkyQtXOtLkhSsdafJSVx1hWRmEhEBBVvR2riAng7iX2SgjBFdTMmCmpYIpByPRad1ZjNwTjsuPX0ltn6TZC1c6XHnhgjIQiY6VK1dCXV1d5KgsuHnx4gV8fHywf/9+pgpBQ0GDHwkwMTFBUFAQrK2tMWLECHh7eyMoKAgAMG7cOHTv3h2WlpZwdXXF+vXrcf78eeTl5YloLFy4ED/++CPs7e0REhKCjIwMnDhxAgBgbGyMWbNmwdHREZaWlvD29oanpyeOHDkCABAIBBg+fDh2797N6P35558wNTWFu7s7AKBly5aYPHky7OzsYGVlhaVLl6JJkyYiAZMk6OhoQU5ODpkZounYMzOzYKCvW28a0qYjTV640pEmL1zpSJOXuuooK8jDwVgL2yIfI/NDAYRlBGcTUnE37S3e5BXi7cci5BeXYtf1RLRtoo/Nw9qhczND+P11E7efV11GQZreG2nywpUOV164QNI1P5UVw543b57Y68TExCAzMxPOzs6Qk5ODnJwcIiIisH79esjJyUFfXx/FxcXIyckRuS4jIwMGBgac9pludZcAV1dXkYKfbm5uCAgIgFAoxJ07d7Bo0SLEx8fj3bt3TNHS1NRUkWrvbm5uzM9aWlqwtrbGw4cPAQBCoRArVqzAkSNHkJaWhuLiYhQVFUFJSYm5ZuLEiWjdujXS0tJgbGyMPXv2wMvLi/GVl5eHRYsW4ezZs0hPT0dpaSkKCgqqHfkpKioSG7IkhFRb3JRCoTQcy/u4YNHfsei64QJkeTw0N9CAp60JHr5+h7L/n4p3tzLEqDZNAQDN9TUQn/YWx+KeopWZTkNap0gBkm51r6wYdmV4eHjg3r17Im1jx45F8+bNMWfOHJiYmEBeXh6hoaEYOHAgAODx48dITU0V+azkAhr8fAEKCwvRrVs3dOvWDfv374euri5SU1PRrVs3FBcXs9ZZs2YNgoODsW7dOtjb20NZWRkzZswQ0XByckLLli2xd+9edO3aFffv38fZs2eZ52fNmoV//vkHa9euRdOmTSEQCPDTTz9V62PlypVYvHixSBtPRgU8WTWxc9+8eYvS0lLo6YveQPX0dPE6I4tVP7nQkDYdafLClY40eeFKR5q8SKJjoqmCnaM6oKC4FHnFpdBVUcSvJ6JhrKEMTSUFyMnw0ERHVeQaC21VxL3Mlto+SasXrnS48sIF9ZXhWVVVFXZ2diJtysrK0NbWZtrHjx+PmTNnQktLC2pqavD29oabmxtcXV059UKnvSTg5s2bIo9v3LgBKysrPHr0CNnZ2Vi1ahV++OEHNG/eXGSx8+fXVPDu3TskJibCxsYGABAZGYm+ffti5MiRaNmyJSwtLZGYmCimMWHCBOzZswe7d+9Gly5dYGJiwjwXGRkJLy8v9O/fH/b29jAwMMCzZ8+q7VdlQ5g8GdVKzy0pKUFs7F107tSeaePxeOjcqT1u3Iip9nW41JA2HWnywpWONHnhSkeavHChI+DLQVdFEe8LihH1JBPuzQwhLysDW0NNPHsrOuX+/G0eDNWUqlCSnj5JmxeudLjy8rURFBSEXr16YeDAgejQoQMMDAxw/Phxzl+HjvxIQGpqKmbOnInJkycjNjYWGzZsQEBAAExNTcHn87Fhwwb8/PPPSEhIwNKlSyvVWLJkCbS1taGvr4/ffvsNOjo66NevHwDAysoKx44dQ1RUFDQ1NREYGIiMjAyRaTMAGD58OGbNmoXt27dj7969Is9ZWVnh+PHj6N27N3g8Hvz9/ZkpuKqobAizuimvoODt2L0zCDGxd3HrVhyme0+EsrIAe0IOV/s6XGtIm440eaF9ahxe6qoT9SQDhADm2ipIffcRQaEJsNBWQV8HMwCAl6sVfj0RDWcTbbQ200XUkwxcSXqNHSPbV6nZ0H2SZi/S1idJqWuiQi4IDw8XeayoqIhNmzZh06ZNX/R1afAjAaNHj0ZBQQHatGkDWVlZ+Pj4YNKkSeDxeNizZw/+97//Yf369XB2dsbatWvRp08fMY1Vq1bBx8cHSUlJcHR0xJkzZ8Dn8wEA8+fPx5MnT9CtWzcoKSlh0qRJ6NevH3Jzc0U01NXVMXDgQJw9e5YJnCoIDAzEuHHj0LZtW+jo6GDOnDl4//49p+/D0aOnoaujhUULZsHAQBfx8ffRs9dIZGZWvZjyS2hIm440eaF9ahxe6qrzobAEG8IfIONDAdQV5eHR3BjTOtpC/v93gHW2NsL87o7YGZWI3/+5CzMtVawd2AZOJtWv95Gm90aavEhbnySlrMEKXDQcPFKRmIZSK9zd3eHo6MjUI6kt4eHh6NSpE969eyeW06AueHh4oEWLFli/fr3EWpUhxzf+IroUCqXu0Npe3xalxWlfRPc38+ESXb/82QGOnNQfdOSnkfPu3TuEh4cjPDwcf/zxR0PboVAoFEojo74WPEsTNPhp5Dg5OeHdu3dYvXo1rK2tG9oOhUKhUChSDw1+6sjni7Rqi7u7O7iYcaxp5xaFQqFQKNXxLa75ocEPhUKhNFK4WquTF7pKYg0Vj7kcOKE0BN9e6EODHwqFQqFQvmm+xTU/NMkhhROm/DwGyYk3kPc+BVHXzqB1K8cG0ZA2HWnywpWONHnhSkeavLDRUVSUgYG+IsxMlNDEQgVKSrLVapz7ey9srA1g8p0SLM2Voa3Fr5Ov2qKoKIvvjASwNFfGb/Mm4kmyaJ801OVhbCSAhZkyzE2VYKCnCHn5qpPONLbfU316kQRJC5s2Rmjw8w1Tm1Ib1TFoUB+sXbMQS5cFovX3noi/+wDnzu6Hrq52vWpIm440eaF9ahxe2OrI8HgoLi7Dm+wiVhp37z1Ev349IBTyUVzMzff8tDc5aDlhWZXPy8nxYKiviIJCIb539cD//jcPf/yxCe079GT69J2xHt6/L8HLVwV49boQ4AGGBgJUllO1Mf6e6ssLpfbQPD9Sgru7O1PbZN++fZCXl8eUKVOwZMkS8Hg8FBUV4bfffsPBgweRk5MDOzs7rF69mqnenp2djWnTpuHKlSt49+4dmjRpgv/9738YNmyY2GvIycnhzz//hL29PcLCwlj5qy7PT9S1M7h1Ox4+M+YDKM8G/ezJLWz6Yzd+X8MuSycXGtKmI01eaJ8ah5e66DSxUEF6RgHy84WsNP7ctwtFxUJkv/3vy0/Fmp/jV+Kw99INpL3JgZGOBoZ7tMaQTq0q9Zn2Jgc95m5E/I7y1/h8zY+WJh/KSrJ4kVbA+Fm+fClkZXh4nVlUaZ9kZAALMxWkpeejsFA0SGvsvycuNL5Unh9f86ESXR/07BBHTuoPOvIjRYSEhEBOTg7R0dEIDg5GYGAgduzYAQCYNm0arl+/jkOHDuHu3bsYNGgQPD09kZSUBKC8mKqLiwvOnj2LhIQETJo0CaNGjUJ0dLTYa/D5fERGRmLLli0Se5aXl4ezswNCL19l2gghCL18Da6uLvWmIW060uSFKx1p8sKVjjR54Uqnrhpnb9zDH6ciMK1/J5xY+jO8+3fCppMROB0Zz9r/pygqyiK/QCjip6BACAVF2Sr9yMiUD/mUCUW1pOn95UqHKy9cUCbh0RihwY8UYWJigqCgIFhbW2PEiBHw9vZGUFAQUlNTsXv3bhw9ehQ//PADmjRpglmzZqF9+/bYvXs3AMDY2BizZs2Co6MjLC0t4e3tDU9PTxw5ckTkNaysrPD777/D2tqak7xAOjpakJOTQ2aGaDr2zMwsGOjr1puGtOlIkxeudKTJC1c60uSFK526amw+dQV+g7ugi0tzfKeriS4uzTHyxzY4diWOtf9PkZXlQSgkIn6EQgJZGR54vMr96GgroKBQiOIS0Y9UaXp/udLhygsXEAn/a4zQ3V5ShKurq0gBUTc3NwQEBODevXsQCoVo1qyZyPlFRUXQ1i6fGxYKhVixYgWOHDmCtLQ0FBcXo6ioCEpKolWbXVxq/kZRVFSEoiLRtQSEkGqLm1IolMZLflExXmS9w6KQv7F471mmXSgsg4pAkXncf8EWpGeX1xasWDDhOnU1AMDCTBmFhUKkZxTWyYOOtgL48jJISy+oYy8odaWxjt5IAg1+GgF5eXmQlZVFTEwMZGVFd3WoqKgAANasWYPg4GCsW7cO9vb2UFZWxowZM8QWNSsrK9f4eitXrsTixYtF2ngyKuDJqomd++bNW5SWlkJPX7RAop6eLl5nZLHqHxca0qYjTV640pEmL1zpSJMXrnTqolFQWH6fWDC6J+wtRNf3VUxFAcAmn6EoLS3/qMzM+YDxa/bhyIKJAACH0Wvw6QpSoZBAVpYn4kdWlgdhGQEhon50tMvXB6WlF0AoFB9JkKb3lysdrrxQ6gad9pIibt68KfL4xo0bsLKygpOTE4RCITIzM9G0aVORw8DAAAAQGRmJvn37YuTIkWjZsiUsLS2RmJhYJx/z5s1Dbm6uyMGTUa303JKSEsTG3kXnTu2ZNh6Ph86d2uPGjRhWr8eFhrTpSJMXrnSkyQtXOtLkhSudumhoq6tAV0MVL7NyYKqvJXJ8p6vJnGekrcG0G2qrAwDzuLSUiAQuhYVCCASyIn4EAlkUFQpF/JQHPnJ4lV6A0tLKp1Ck6f3lSocrL1zwLW51pyM/UkRqaipmzpyJyZMnIzY2Fhs2bEBAQACaNWuGESNGYPTo0QgICICTkxOysrIQGhoKBwcH9OzZE1ZWVjh27BiioqKgqamJwMBAZGRkwNbWttY+FBQUoKCgINJW3ZRXUPB27N4ZhJjYu7h1Kw7TvSdCWVmAPSGHWb8mFxrSpiNNXmifGocXtjo8HiAv/993V3k5GfD5BGVCglIhwazZc9G6lT1GjRrEaKSlvcDefQchK1O+HofPlwEhBCUl5R9ev/TpgNWHLkJFoIB2dk1QUirE/Wev8D6/EKO7utaqDwDw/kMJ1NXkoaXJx4aN27F9WxBepD5G6OVb8F8wDsrKApw+fRIqyvJ4nVmAMlLuCwDK/n90qKHe3/rS4cqLpDTO8EUyaPAjRYwePRoFBQVo06YNZGVl4ePjg0mTJgEAdu/ejWXLlsHPzw9paWnQ0dGBq6srevXqBQCYP38+njx5gm7dukFJSQmTJk1Cv379kJub+8V9Hz16Gro6Wli0YBYMDHQRH38fPXuNRGbmm5ov5lBD2nSkyQvtU+PwwlZHQUEWxoYC5rGOdvmXlfcfSpD1pghJSckoLvqIw4cPMxqjRg2DsgAAZKGoIAtVFXmUlJQh9WU+AGBABycoKshjz4XrCDoWCgFfHlbf6WFElza18l9BaSlBekYhdLT4uHkjFCtXrsa0ad5YsuS/PpUU50JWlgdjQ9G1iZlZhfiQV1rr94UN0qTDlRdJaayjN5JA8/xICe7u7nB0dMS6desa2kqlVJfnh0KhNG5oba/GwZfK8zPRfJBE129/dpQjJ/UHXfNDoVAoFArlm4JOe1EoFAqF8g3TWHP1SAINfqSE8PDwhrZAoVAolG8QmueHQqFQKN8cXKzXeR88gAMngJrPcU50KOz5Fkd+6JqfSjA3N5fahcc1sWfPHmhoaDS0DQqFQqE0EmhtLwoA4NatW8wWcwo7pvw8BsmJN5D3PgVR186gdSvHBtGQNh1p8sKVjjR54UpHmrxwpdNQXj4Wl2JN+CN033kFrhv+xZjDN3H/9X8pN7ZcT0b/kGtw2/gvOmy+jMl/3ca99Byp7tOX1OHKC6V20OCnEnR1dcVqYlGqZtCgPli7ZiGWLgtE6+89EX/3Ac6d3Q9dXe161ZA2HWnyQvvUOLx8DX1a8s993EjNxrJudjgyqi3cTLXx8/EYZOaV1/wy01TGnE42ODqqLXYPbgMjNQF+ORGLt/nFVWo2dJ++lA5XXiSljBCJjsbINxn8uLu7Y9q0aZg2bRrU1dWho6MDf39/VKQ8+nzai8fjYceOHejfvz+UlJRgZWWF06dPi2gmJCSge/fuUFFRgb6+PkaNGoU3b/5LVHXhwgW0b98eGhoa0NbWRq9evZCSksI8/+zZM/B4PBw6dAht27aFoqIi7OzsEBERwZwTHh4OHo+Hs2fPwsHBAYqKinB1dUVCQkK1/T116hScnZ2hqKgIS0tLLF68GKWlpdVeUxt8fSZix84DCNl7BA8fJuGXqXORn1+AsV5D61VD2nSkyQvtU+Pw0tj7VFgqRGhyJmb80Awu32nBVEMJP7s1hYmGAEfvvgAAdG9uCFdTbXynroQm2irw62CNvOJSJL35IJV9+pI6XHmRFCLh0Rj5JoMfAAgJCYGcnByio6MRHByMwMBA7Nixo8rzFy9ejMGDB+Pu3bvo0aMHRowYgbdv3wIAcnJy0LlzZzg5OeH27du4cOECMjIyMHjwYOb6jx8/YubMmbh9+zZCQ0MhIyOD/v37o6xMdMZ09uzZ8PPzQ1xcHNzc3NC7d29kZ2eLnRMQEIBbt25BV1cXvXv3RklJSaW+r169itGjR8PHxwcPHjzA1q1bsWfPHixfvryub50I8vLycHZ2QOjlq0wbIQShl6/B1bXmCvJcaUibjjR54UpHmrxwpSNNXrjSaUgvwjICISHgy4p+tCjIySIuLUfs/BJhGY4nvIQKXw7NdCuvH9jQffpSOlx54YJvsbbXNxv8mJiYICgoCNbW1hgxYgS8vb0RFBRU5fleXl4YNmwYmjZtihUrViAvLw/R0dEAgI0bN8LJyQkrVqxA8+bN4eTkhF27diEsLIwpLjpw4EAMGDAATZs2haOjI3bt2oV79+7hwYMHIq8zbdo0DBw4EDY2Nti8eTPU1dWxc+dOkXMWLlyIH3/8Efb29ggJCUFGRgZOnDhRqe/Fixdj7ty5GDNmDCwtLfHjjz9i6dKl2Lp1qyRvH4OOjhbk5OSQmSGajj0zMwsG+rr1piFtOtLkhSsdafLClY40eeFKpyG9KPPl4GCoju03nyAzrxDCMoKzD1/hbnoO3uQXMeddeZKFtptC8f2Gf/Fn7HNsGeACTQFfKvv0pXS48sIFRML/GiPfbPDj6uoqUqzTzc0NSUlJEAqFlZ7v4ODA/KysrAw1NTVkZmYCAOLj4xEWFgYVFRXmaN68OQAwU1tJSUkYNmwYLC0toaamBnNzcwDlxUw/xc3NjflZTk4OrVq1wsOHD6s8R0tLC9bW1mLnVBAfH48lS5aIeJs4cSLS09ORn59f6TVFRUV4//69yEGroFAoFDYs62YPAqDbjiv4fsO/OHgnFZ7WhpDBf/fb1iaaODTCDXuGtEFbcx38ei4ebz8Jjij1y7e424vm+WGJvLy8yGMej8dMWeXl5aF3795YvXq12HWGhoYAgN69e8PMzAzbt2+HkZERysrKYGdnh+Li6hf5SUpeXh4WL16MAQPEc3AoKipWes3KlSuxePFikTaejAp4smpi57558xalpaXQ09cRadfT08XrjCxWHrnQkDYdafLClY40eeFKR5q8cKXT0F5MNJSwc1BrFJSUIq9YCF1lBcw5Gw9j9f8KsQrk5WCqIQdTDSU4GGqgz55rOJGQhvFtLKWyT19ChysvlLrxzY783Lx5U+TxjRs3YGVlBVlZ2VprOTs74/79+zA3N0fTpk1FDmVlZWRnZ+Px48eYP38+PDw8YGNjg3fv3lWqdePGDebn0tJSxMTEwMbGpspz3r17h8TERLFzPvX2+PFjMV9NmzaFjEzlv/558+YhNzdX5ODJVD4fX1JSgtjYu+jcqT3TxuPx0LlTe9y4EVP5G/YFNKRNR5q8cKUjTV640pEmL1zpSIsXgbwcdJUV8L6wBFHPs+HeRK/KcwkhKBFWPYYgLX3iUocrL1zwLa75+WZHflJTUzFz5kxMnjwZsbGx2LBhAwICAuqkNXXqVGzfvh3Dhg3Dr7/+Ci0tLSQnJ+PQoUPYsWMHNDU1oa2tjW3btsHQ0BCpqamYO7fyjKqbNm2ClZUVbGxsEBQUhHfv3mHcuHEi5yxZsgTa2trQ19fHb7/9Bh0dHfTr169SvQULFqBXr14wNTXFTz/9BBkZGcTHxyMhIQHLli2r9BoFBQUoKCiItH06Rfg5QcHbsXtnEGJi7+LWrThM954IZWUB9oQcruZd415D2nSkyQvtU+Pw8jX0KerZGxAA5ppKeJFTgKCribDQUkYfWyMUlJRiR/RTdLTUhY6yAnIKSnAkPhWZeUX4sZmB1PbpS+lw5UVSGuu6HUn4ZoOf0aNHo6CgAG3atIGsrCx8fHzqnNjQyMgIkZGRmDNnDrp27YqioiKYmZnB09MTMjIyzBb26dOnw87ODtbW1li/fj3c3d3FtFatWoVVq1bhzp07aNq0KU6fPg0dHR2xc3x8fJCUlARHR0ecOXMGfH7liwW7deuGv//+G0uWLMHq1ashLy+P5s2bY8KECXXqa2UcPXoaujpaWLRgFgwMdBEffx89e41EZuabmi/mUEPadKTJC+1T4/DyNfQpr7gUGyKTkJFXCHUFeXhY6WNq26aQl5VBGSF49vYjzjx4hZzCYqgr8tFCXw27BrVGE20Vqe3Tl9LhyoukNNZ1O5LAI9/gSlZ3d3c4OjpKVQmLZ8+ewcLCAnFxcXB0dKz0nPDwcHTq1Anv3r2r9xIWcnzjen09CoXSuKC1vb48pcVpX0S3v2lvia4/kXqGIyf1xze75odCoVAoFMq3yTc77UWhUCgUCgWNdtGyJHyTwU94eHhDWxDD3Ny8xlw67u7uNN8OhUKhUDjlW1zz800GPxQKhULhFq7W6nw458+JjmqPpZzofAt8i7u96JofKebzAqsUCoVCoXDNt5jnhwY/FE6Y8vMYJCfeQN77FERdO4PWrRwbREPadKTJC1c60uSFKx1p8sKVjjR4UVSUgYG+IsxMlNDEQgV79wRI7KcmDkXcQXf/nbAwU4axoQAK/P8+5mRkAB0tPv43dyKePbmJjx+eIPrGWbRpXTcv0vR7otQOGvxQJGbQoD5Yu2Yhli4LROvvPRF/9wHOnd0PXV3tetWQNh1p8kL71Di8fG19kuHxUFxchmbWLQEAR46cksjPqev3MX7d0SqfvxjzGAHHr2ByD1e8fJWP4uIyGBoIICtTnqRVTlYG/fv3xm+/zcOSpYFo174HHj9+hHNnDzTq35OkEEIkOhojNPhpQNzd3TFt2jRMmzYN6urq0NHRgb+/f6V/TM+ePQOPx8OdO3eYtpycHPB4PGYBd3h4OHg8Hi5evAgnJycIBAJ07twZmZmZOH/+PGxsbKCmpobhw4dXWdS0Lvj6TMSOnQcQsvcIHj5Mwi9T5yI/vwBjvYbWq4a06UiTF9qnxuHla+tTfoEQb98VY/Gi/wEALodHiuiMHjUI2lp8mJkoMSM1txJf1Mrjp+wLjcWAtnbo59YCJSUEWdlFIIRAVbV8eWtxSRnGjvXCjp0HsGv3YdyJf4Qpv8xBUVFho/49Scq3WNiUBj8NTEhICOTk5BAdHY3g4GAEBgZix44dEmkuWrQIGzduRFRUFF68eIHBgwdj3bp1OHDgAM6ePYtLly5hw4YNnPiXl5eHs7MDQi9fZdoIIQi9fA2uri71piFtOtLkhSsdafLClY40eeFKR5q8fKrzKRU6r16lQEFBFhmZhXiRlo+8j6WYuukEnmdWXvuwOkpKhXj4IgPfNzcVaS8oEEJRQbbKPvF4QGRkVKP9PXEBkfC/xggNfhoYExMTBAUFwdraGiNGjIC3tzeCgoIk0ly2bBnatWsHJycnjB8/HhEREdi8eTOcnJzwww8/4KeffkJYWBgn/nV0tCAnJ4fMDNF07JmZWTDQ1603DWnTkSYvXOlIkxeudKTJC1c60uTlU53PefIkBbdv3URGZiEKi8pQWkqQ+74ETk2McOr6fdb6FbzLK4CwjEBbVUmkvVRIICvLq7RPMjKApiYfr15lNtrfExfU14LnlStXonXr1lBVVYWenh769euHx48fi5xTWFiIqVOnQltbGyoqKhg4cCAyMjK47jLd6t7QuLq6ihQNdXNzQ0BAAIRCYZ01HRz++5alr68PJSUlWFpairRFR0dXeX1RURGKiopE2ggh1RY3pVAolNrw9m02ysrKYPqdaLASk5QGdWUBACD97XsMWLqXeU5YVoZSYRncfDcybeO7tcEEzza1fn0eDzDUF6CkuAyFRXW/31LYExERgalTp6J169YoLS3F//73P3Tt2hUPHjyAsrIyAMDX1xdnz57F0aNHoa6ujmnTpmHAgAGIjIzk1AsNfhoJMjLlg3SfrgcqKSmp9Fx5eXnmZx6PJ/K4oq2srOqZ2pUrV2Lx4sWi18iogCerJnbumzdvUVpaCj190eKrenq6eJ2RVeVrcK0hbTrS5IUrHWnywpWONHnhSkeavHyq8zlKAgFkZGSQ+vIDPl3mGL9jGpQUyu9ZuuoqODxvJPNcaHwSQuOSscKrO9OmrqwIANBUKV/YnP1BdD2jnCwPQiER8aJvoAMjAwHKCMHrzMJG/XvigvpatHzhwgWRx3v27IGenh5iYmLQoUMH5ObmYufOnThw4AA6d+4MANi9ezdsbGxw48YNuLq6cuaFTns1MDdv3hR5fOPGDVhZWUFWVlakXVe3fBg0PT2daft08TOXzJs3D7m5uSIHT0a10nNLSkoQG3sXnTu1Z9p4PB46d2qPGzdiWL0eFxrSpiNNXrjSkSYvXOlIkxeudKTJy6c6n8Lj8dC3by+UlZVBVoaH0lLCHKZ6GtBRLx8FkJOVgameBnNoqShBgS8n0lYR/MjLycLGRB/Rj0UXTAsEsszIToWX3j3dQQjwOqMQQOP+PXGBpNNeRUVFeP/+vcjx+exBZeTm5gIAtLS0AAAxMTEoKSlBly5dmHOaN28OU1NTXL9+ndM+05GfBiY1NRUzZ87E5MmTERsbiw0bNiAgIEDsPIFAAFdXV6xatQoWFhbIzMzE/Pnzv4gnBQUFKCgoiLRVN+UVFLwdu3cGISb2Lm7disN074lQVhZgT8hh1q/JhYa06UiTF9qnxuHla+sTjwfIy8tg+cpAAICbqxNevszC2LEj0Lx5M5SUykBPVxHZb4tQVFweCO28GA0rYx10sLOsQV2cUR7O8N97EbamepCX50FdjQ8ej4cPH0oZPyEhexAYuAbXImNx69YdeE+b0Oh/T5Ii6aLlymYLFi5ciEWLFlV5TVlZGWbMmIF27drBzs4OAPD69Wvw+XxoaGiInKuvr4/Xr19L5PFzaPDTwIwePRoFBQVo06YNZGVl4ePjg0mTJlV67q5duzB+/Hi4uLjA2toav//+O7p27VrPjsU5evQ0dHW0sGjBLBgY6CI+/j569hqJzMw3NV/MoYa06UiTF9qnxuHla+uTgoIsjA0FePTgFgDg2dNHAICHD+6gZ6/zSH3xHpoafGhrKUBOrnx66v7zjDoFPgDQzcUa7z4UYPPf12FirISiojKkZ5QvhK7w8++/F7F6tQ4WL5oNXV1dPHz4EJMmTcTbt9m1ei1p+j1JSpmE017z5s3DzJkzRdo+/wL9OVOnTkVCQgKuXbsm0WvXFR5prBmKvgLc3d3h6OjYKEpYyPGNG9oChUL5BqC1vaqmtDjti+h2MPaQ6PoraaG1On/atGk4deoUrly5AgsLC6b98uXL8PDwwLt370RGf8zMzDBjxgz4+vpK5PNT6JofCoVCoVC+YYiEB+vXIQTTpk3DiRMncPnyZZHABwBcXFwgLy+P0ND/gqnHjx8jNTUVbm5ude1epdBpLwqFQqFQvmHqqzjp1KlTceDAAZw6dQqqqqrMOh51dXUIBAKoq6tj/PjxmDlzJrS0tKCmpgZvb2+4ublxutMLoMFPg1JRloJCoVAolIaivoKfzZs3Ayhf8vEpu3fvhpeXFwAgKCgIMjIyGDhwIIqKitCtWzf88ccfnHuha34orKBrfigUSmOi4NXVmk+qAYHRDxw44Y4vtebH1chdoutvvArnxEd9Qtf8UCgUCoVC+aagwc9XhLu7O2bMmNEgrz3l5zFITryBvPcpiLp2Bq1bOTaIhrTpSJMXrnSkyQtXOtLkhSsdafLCRkdRUQYG+oowM1FCEwsVKCnJVqsRHOQP62a6MDdVZirCCwTi13CNspIsTIzLq9DPmzsRKUmifdLS5OM7YwEszJRhZqIEPR0FprZYZXD1/kpCfdX2kiZo8PMFKS4ubmgL9cKgQX2wds1CLF0WiNbfeyL+7gOcO7sfurra9aohbTrS5IX2qXF4+Zb7JMPjobi4DG+yK88M/LnGtchITJ40HgVFfLxMy0dBoRCG+org8+v+sRYdexddB46p8nkFBRno6yniQ14JXN08MP+3edi8eRPatuvB9MnISBfvckrw8lU+XmcWQl6+PKir6/tSH3yLVd1BpIyOHTuSqVOnkqlTpxI1NTWira1N5s+fT8rKygghhLx9+5aMGjWKaGhoEIFAQDw9PUliYiJz/e7du4m6ujo5c+YMadasGREIBGTgwIHk48ePZM+ePcTMzIxoaGgQb29vUlpaylxXWFhI/Pz8iJGREVFSUiJt2rQhYWFhIt62bdtGvvvuOyIQCEi/fv1IQEAAUVdXZ55fuHAhadmyJdm+fTsxNzcnPB6PEELI+fPnSbt27Yi6ujrR0tIiPXv2JMnJycx1T58+JQDIX3/9Rdzd3YlAICAODg4kKiqKOefNmzdk6NChxMjIiAgEAmJnZ0cOHDjAPD9mzBixHYhPnz4lhBBy79494unpSZSVlYmenh4ZOXIkycrKqtXvRVbeqMrj5s0YsnHTLuaxHN+YvHz5isz73/Jqr+NaQ9p0pMkL7VPj8EL7VH40a9aMqKqb1FrD3LwJ0dE1I7LyRqQ4K4UUZiSRTQErSKeOPxB7OzvSq0c38veRPaQ4K6XS49rFE8S9Q3vm8ee+jIwsiPF3liJ+TE2bEH0Diyr7pKT8HWnWrBlRUDSW+H35UrgYtJfoaIxI5chPSEgI5OTkEB0djeDgYAQGBmLHjh0AAC8vL9y+fRunT5/G9evXQQhBjx49RIp85ufnY/369Th06BAuXLiA8PBw9O/fH+fOncO5c+ewb98+bN26FceOHWOumTZtGq5fv45Dhw7h7t27GDRoEDw9PZGUlAQAiIyMxM8//wwfHx/cuXMHP/74I5YvXy7mPTk5GX/99ReOHz/O1N76+PEjZs6cidu3byM0NBQyMjLo37+/WHHR3377DbNmzcKdO3fQrFkzDBs2jCkIWFhYCBcXF5w9exYJCQmYNGkSRo0axVRnDw4OhpubGyZOnIj09HSkp6fDxMQEOTk56Ny5M5ycnHD79m1cuHABGRkZGDx4MCe/K3l5eTg7OyD08n+LCwkhCL18Da6uLvWmIW060uSFKx1p8sKVjjR54UpHmrxwpcNWgyfDg/CTAu3b9x3G6QuhWDDbGyf/3ILRg/tj7pI1uBUnWmuMLQqKsigoEIr4yS8QQlFBpso+ycjwQAhhskzXtk/1wbc47SWVW91NTEwQFBQEHo8Ha2tr3Lt3D0FBQXB3d8fp06cRGRmJtm3bAgD2798PExMTnDx5EoMGDQJQXjBu8+bNaNKkCQDgp59+wr59+5CRkQEVFRXY2tqiU6dOCAsLw5AhQ5Camordu3cjNTUVRkZGAIBZs2bhwoUL2L17N1asWIENGzage/fumDVrFgCgWbNmiIqKwt9//y3ivbi4GHv37mUKkQLAwIEDRc7ZtWsXdHV18eDBA6amScVr9uzZEwCwePFitGjRAsnJyWjevDmMjY2Z1wYAb29vXLx4EUeOHEGbNm2grq4OPp8PJSUlGBgYMOdt3LgRTk5OWLFihcjrm5iYIDExEc2aNavjb6kcHR0tyMnJITNDNB17ZmYWmls3qTcNadORJi9c6UiTF650pMkLVzrS5IUrHTYaGurykOHx8PFj+RfG4uJi7Nh7GNuDV8LRzgYAYGJsiNi793H01Hm0dnJg3YcKKirE6+hoM36EwjLIyslV2iceD9DW4iPvYyk+31fN1ftLqRtSGfy4urqKFNJ0c3NDQEAAHjx4ADk5OXz//ffMc9ra2rC2tsbDhw+ZNiUlJSbwAcqLopmbm0NFRUWkLTMzEwBw7949CIVCsUCgqKgI2trlc6+PHz9G//79RZ5v06aNWPBjZmYmEvgAQFJSEhYsWICbN2/izZs3zIhPamqqSPDj4PDfP0ZDQ0MAQGZmJpo3bw6hUIgVK1bgyJEjSEtLQ3FxMYqKiqCkpFTl+wgA8fHxCAsLE+l7BSkpKZUGP0VFRWIVeQkh1RY3pVAolIZCRVkOmhp8vM4oZEZYUl+mo6CwCBNn/E/k3JKSUtg0++/zoXWX/+7rZcIyFJeUMG0WZsr4kFda5TqkmtDXLV/rk/WmbtfXF+QbzHgjlcGPpMjLy4s85vF4lbZVBCF5eXmQlZVFTEwMZGVFdwtUFjRUh7Kyslhb7969YWZmhu3bt8PIyAhlZWWws7MTWxD9qceKQKPC45o1axAcHIx169bB3t4eysrKmDFjRo2LqvPy8tC7d2+sXr1a7LmKAOtzKqvQy5NRAU9WTezcN2/eorS0FHr6OiLtenq6eJ2RVa03LjWkTUeavHClI01euNKRJi9c6UiTF650qtO4cOECdHUUkJFZiILC/+a88gsKAAB/rFkMfV3R6z691/61ZxPz8937jxC0eRd2b/wdANCi7VCQT1YnlAoJZGV5In4eP5aBsJSI9UlfTxFycjy8el0gNurD1fvCFY116koSpHLNz82bN0Ue37hxA1ZWVrC1tUVpaanI89nZ2Xj8+DFsbW3r/HpOTk4QCoXIzMxE06ZNRY6KKSRra2vcunVL5LrPH1dGhb/58+fDw8MDNjY2ePfuXa09RkZGom/fvhg5ciRatmwJS0tLJCYmipzD5/Mh/HTCG4CzszPu378Pc3Nzsb5VFqgB5RV6c3NzRQ6ejGql55aUlCA29i46d2rPtPF4PHTu1B43bsSw6hsXGtKmI01euNKRJi9c6UiTF650pMkLVzpVaYAU4eDBP5GRVYj8AtF7XxNzU/D58kjPyILpd0Yih6H+f6Pzn7br6epAVlaWeVxaKrpWp6hQCIFAVsSPkkAWhUVlIn3S11MEX7488PlsaSen7wtXfIu7vaRy5Cc1NRUzZ87E5MmTERsbiw0bNiAgIABWVlbo27cvJk6ciK1bt0JVVRVz586FsbEx+vbtW+fXa9asGUaMGIHRo0cjICAATk5OyMrKQmhoKBwcHNCzZ094e3ujQ4cOCAwMRO/evXH58mWcP3++xqkgTU1NaGtrY9u2bTA0NERqairmzp1ba49WVlY4duwYoqKioKmpicDAQGRkZIgEfebm5rh58yaePXsGFRUVaGlpYerUqdi+fTuGDRuGX3/9FVpaWkhOTsahQ4ewY8cOsZEuAFBQUICCgoJIW3X9DArejt07gxATexe3bsVhuvdEKCsLsCfkMOv+caEhbTrS5IX2qXF4+Zb7xOMB8vL/fR+Xl5MBn09QJiQoFRLMmj0XrVvZY9SoQbh1Kw4/dnHFqlUrkF/AQ1FRGZNLh5QRlBFAWVkJXsMG4vf120DKyuDk0AJ5H/MRd/c+VJSV0LfHj7XqAwDkvC+BsaEA6mry2LBxO7ZvW4cXqY9x6Z9oLFkyHsrKApw7exKKCjJIzygEj8dDxS1WKBQPErh6fyWljE57SQejR49GQUEB2rRpA1lZWfj4+GDSpEkAymuA+Pj4oFevXiguLkaHDh1w7tw5sWmt2rJ7924sW7YMfn5+SEtLg46ODlxdXdGrVy8AQLt27bBlyxYsXrwY8+fPR7du3eDr64uNGzdWqysjI4NDhw5h+vTpsLOzg7W1NdavXy9W26Qm5s+fjydPnqBbt25QUlLCpEmT0K9fP+Tm5jLnzJo1C2PGjIGtrS0KCgrw9OlTmJubIzIyEnPmzEHXrl1RVFQEMzMzeHp6QkaGm4G/o0dPQ1dHC4sWzIKBgS7i4++jZ6+RyMx8U/PFHGpIm440eaF9ahxevuU+KSjIwthQwDzW0S7/Avb+Qwmy3hQhKSkZxUUfcfjwYRgY6GLw4CEQCoVQVADMTf8bxa44HwC8J46GpoY6duw7ghevXkNNRRk21k0xcfSQWvmvoKioDBmZhdDSVMDNG6FYuXIVpk71xpIl5X3q028UCgpyIScnAxNj0fWYaekFKCwUHZ3i6v2l1B6pq+3l7u4OR0dHrFu3rqGt1MjEiRPx6NEjXL0qeQ0ZaYfW9qJQKI0JWtuLPS30v6/5pGq4n3Gz5pOkDKkc+ZFW1q5dix9//BHKyso4f/48QkJCvki1WQqFQqFQ6gs67UWplujoaPz+++/48OEDLC0tsX79ekyYMKGhbVEoFAqFUmca66JlSZC64Cc8PLyhLVTJkSNHGtoChUKhUCicQkd+KBQKhUL5CuBivc7rTk05cAIYhCVzokPhDqnM8/M1s2fPHmhoaDS0DQqFQqFQAHybeX6+yeDHy8sL/fr1a2gbXxVTfh6D5MQbyHufgqhrZ9C6lWODaEibjjR54UpHmrxwpSNNXrjSkSYvXOk0lBfNkEPQuRghdihPnQEAUJ7uB83dB6B9+hK0Dp+C6qLlkDUxrdc+SUIZIRIdjZFvMvhhy6eV4qWdyrzWVPqCKwYN6oO1axZi6bJAtP7eE/F3H+Dc2f3Q1dWuVw1p05EmL7RPjcML7ZN0esmZPhnZQ/szR+7cmQCA4qvhAIDSpER8CFiFdxNHI/e3WQB4UFuxFqghlxpXfZKUb3HkB+Qr5ujRo8TOzo4oKioSLS0t4uHhQWbNmkUAiBxhYWHk6dOnBAA5dOgQ6dChA1FQUCC7d+8mb968IUOHDiVGRkZEIBAQOzs7cuDAAeY1zpw5Q9TV1UlpaSkhhJC4uDgCgMyZM4c5Z/z48WTEiBGEEEJ2795N1NXVyYkTJ0jTpk2JgoIC6dq1K0lNTRXxfvLkSeLk5EQUFBSIhYUFWbRoESkpKWGeB0D++OMP0rt3b6KkpEQWLlxIFi5cSFq2bEm2b99OzM3NCY/HIyEhIURLS4sUFhaK6Pft25eMHDmS9XspK29U5XHzZgzZuGkX81iOb0xevnxF5v1vebXXca0hbTrS5IX2qXF4oX2SLi9ZXTtUeuQfP0JK015U+fzbyV6EEEKyxwwlWV07cNanL4W5loNER2Pkqx35SU9Px7BhwzBu3Dg8fPgQ4eHhGDBgABYuXIjBgwfD09MT6enpSE9PR9u2bZnr5s6dCx8fHzx8+BDdunVDYWEhXFxccPbsWSQkJGDSpEkYNWoUoqOjAQA//PADPnz4gLi4OABAREQEdHR0RHatRUREiGR0zs/Px/Lly7F3715ERkYiJycHQ4cOZZ6/evUqRo8eDR8fHzx48ABbt27Fnj17sHz5cpE+Llq0CP3798e9e/cwbtw4AEBycjL++usvHD9+HHfu3MGgQYMgFApx+vRp5rrMzEycPXuWuUYS5OXl4ezsgNDL/yUUI4Qg9PI1uLq61JuGtOlIkxeudKTJC1c60uSFKx1p8sKVjjR5gZwcFDr/iMKL5yt/XkERil27Q5j+CmVZmV/WC0eUgUh0NEa+6uCntLQUAwYMgLm5Oezt7fHLL79ARUUFAoEACgoKMDAwgIGBAfh8PnPdjBkzMGDAAFhYWMDQ0BDGxsaYNWsWHB0dYWlpCW9vb3h6ejLb3tXV1eHo6MgEO+Hh4fD19UVcXBzy8vKQlpaG5ORkdOzYkXmNkpISbNy4EW5ubnBxcUFISAiioqKYgGrx4sWYO3cuxowZA0tLS/z4449YunQptm7dKtLH4cOHY+zYsbC0tISpafn8cnFxMfbu3QsnJyc4ODhAIBBg+PDh2L17N3Pdn3/+CVNT01qX2KgMHR0tyMnJITNDNB17ZmYWDD4pHvilNaRNR5q8cKUjTV640pEmL1zpSJMXrnSkyQu/7Q/gqaig6JJo8KPYqx+0T56HzumLkG/9PXLn+QGlpV/UC6XufLXBT8uWLeHh4QF7e3sMGjQI27dvZ1VNvVWrViKPhUIhli5dCnt7e2hpaUFFRQUXL15Eamoqc07Hjh0RHh4OQgiuXr2KAQMGwMbGBteuXUNERASMjIxgZWXFnC8nJ4fWrVszj5s3bw4NDQ08fPgQABAfH48lS5ZARUWFOSZOnIj09HTk5+dX6RUAzMzMoKsr+g9n4sSJuHTpEtLSylOj79mzB15eXlUWKy0qKsL79+9FDtJIF7VRKBQKlyh264GSW9Eoe5st0l50+R+8+2UCcvy8IXz5Emq/LQLk+ZWLSBmEEImOxshXG/zIysrin3/+wfnz52Fra4sNGzbA2toaT58+rfY6ZWVlkcdr1qxBcHAw5syZg7CwMNy5cwfdunUTWUzs7u6Oa9euIT4+HvLy8mjevDnc3d0RHh6OiIgIkVEfNuTl5WHx4sW4c+cOc9y7dw9JSUlQVFSs0mtVbU5OTmjZsiX27t2LmJgY3L9/H15eXlW+/sqVK6Guri5ykLIPlZ775s1blJaWQk9fR6RdT08XrzOyWPWXCw1p05EmL1zpSJMXrnSkyQtXOtLkhSsdafEio6cPeScXFF74W+w5kv8RZa/SUJpwFx+WLYCsiSn47arONcRVn7iATnt9ZfB4PLRr1w6LFy9GXFwc+Hw+Tpw4AT6fD6FQWLMAgMjISPTt2xcjR45Ey5YtYWlpicTERJFzKtb9BAUFMYFORfATHh4uNr1UWlqK27dvM48fP36MnJwc2NjYAACcnZ3x+PFjNG3aVOyoayX2CRMmYM+ePdi9eze6dOkCExOTKs+dN28ecnNzRQ6ejGql55aUlCA29i46d2rPtPF4PHTu1B43bsSw8saFhrTpSJMXrnSkyQtXOtLkhSsdafLClY60eFHs2h0kJwfFN29UfyKPB4AHnrz8F/PCJd/iyM9Xm+H55s2bCA0NRdeuXaGnp4ebN28iKysLNjY2KCwsxMWLF/H48WNoa2tDXV29Sh0rKyscO3YMUVFR0NTURGBgIDIyMmBra8uco6mpCQcHB+zfvx8bN24EAHTo0AGDBw9GSUmJ2MiPvLw8vL29sX79esjJyWHatGlwdXVFmzZtAAALFixAr169YGpqip9++gkyMjKIj49HQkICli1bVqf3Y/jw4Zg1axa2b9+OvXv3VnuugoICFBQURNqqmiIDgKDg7di9MwgxsXdx61YcpntPhLKyAHtCDrP2x4WGtOlIkxfap8bhhfZJir3weFDo2h2F/14Ayv778ixjYAiFjp1RHHMLJDcHMrq6EAweAVJchOLo6oMkrvokKY01V48kfLXBj5qaGq5cuYJ169bh/fv3MDMzQ0BAALp3745WrVohPDwcrVq1Ql5eHsLCwmBubl6pzvz58/HkyRN069YNSkpKmDRpEvr164fc3FyR8zp27Ig7d+4wozxaWlqwtbVFRkYGrK2tRc5VUlLCnDlzMHz4cKSlpeGHH37Azp07mee7deuGv//+G0uWLMHq1auZqTRJiqiqq6tj4MCBOHv2LOcJHo8ePQ1dHS0sWjALBga6iI+/j569RiIz803NF3OoIW060uSF9qlxeKF9kl4v8k4ukNU3QOHFc6JPFBdD3s4Bgv4/gaeiirKcdyi5F49c36kguTn10idK7eGRxjpmRak1Hh4eaNGiBdavX1/ra+X4xl/AEYVCoUgv0lbbq7Q4jROdzzHQsJHo+tc5DzlyUn98tSM/lP949+4ds/7ojz/+aGg7FAqFQpEivsUxEBr8fAM4OTnh3bt3WL16tdgUHIVCoVC+bRrrji1JoMHPN8CzZ88a2gKFQqFQpBQ68kOhUCgUCgUAd2t1Cl5c5kSHwh1fdZ6fr5Hw8HDweDzk5OQ0tBUKhUKhfAWUESLR0Rihwc8nuLu7Y8aMGQ1to1Ey5ecxSE68gbz3KYi6dgatWzk2iIa06UiTF650pMkLVzrS5IUrHWnywpVOfXpRVJSBgb4izEyU0MRCBUpKstXqBAf5w7qZLsxNlWFhpgxjQwEEAvFruOb8+fPw9PSEvb09evfujYiICOa5kpISrFmzBr1794ajoyPat2+PX3/9FRkZGSIa32KSQxr8fAE+LX3xLTBoUB+sXbMQS5cFovX3noi/+wDnzu6Hrq52vWpIm440eaF9ahxeaJ+kx4sMj4fi4jK8yS5ipXMtMhKTJ41HQREfL9PyUVAohKG+Ivj8un/MRsfdQ9fBVed3i42NhZ+fH3766SecPHkSHh4emDp1KlOFoLCwEA8ePMCUKVNw/PhxbNy4EU+fPsWUKVNEdL7F8hYgjZgzZ84QdXV1UlpaSgghJC4ujgAgc+bMYc4ZP348GTFiBHnz5g0ZOnQoMTIyIgKBgNjZ2ZEDBw4w540ZM4YAEDmePn1KCCHk3r17xNPTkygrKxM9PT0ycuRIkpWVxVzbsWNHMnXqVOLj40O0tbWJu7s7CQsLIwDIhQsXiKOjI1FUVCSdOnUiGRkZ5Ny5c6R58+ZEVVWVDBs2jHz8+JHREgqFZMWKFcTc3JwoKioSBwcHcvToUeb5Ct13794xbceOHSO2traEz+cTMzMzsnbtWpH3yczMjCxfvpyMHTuWqKioEBMTE7J169Zavdey8kZVHjdvxpCNm3Yxj+X4xuTly1dk3v+WV3sd1xrSpiNNXmifGocX2ifp9NKsWTOiqm5Sax1z8yZER9eMFL9+RIpfPyKFrx6QTWuXkk4d2hN7OzvSq3tX8vehnczznx/Xzh8l7h3aM48/x8fHh0yaNEmkbdCgQcTf37/Ke3l8fDxp1qwZSUtLY9pUlSwkOhojjXrkp6KmVlxcHAAgIiICOjo6CA8PZ86JiIiAu7s7CgsL4eLigrNnzyIhIQGTJk3CqFGjEB0dDQAIDg6Gm5sbUz09PT0dJiYmyMnJQefOneHk5ITbt2/jwoULyMjIwODBg0W8hISEgM/nIzIyElu2bGHaFy1ahI0bNyIqKgovXrzA4MGDsW7dOhw4cABnz57FpUuXsGHDBub8lStXYu/evdiyZQvu378PX19fjBw5UmQo81NiYmIwePBgDB06FPfu3cOiRYvg7++PPXv2iJwXEBCAVq1aIS4uDr/88gumTJmCx48fS/L2Aygv1eHs7IDQy1eZNkIIQi9fg6urS71pSJuONHnhSkeavHClI01euNKRJi9c6UiTl9ro8GR4+LSM5PY/j+H0hTAsmPULTu7diNGD+2LuskDcupPA+rU/5c6dO3BzcxNpa9++Pe7cuVPlNXl5eeDxeFBTU6vTa34tNOrgR11dHY6OjkywEx4eDl9fX8TFxSEvLw9paWlITk5Gx44dYWxsjFmzZsHR0RGWlpbw9vaGp6cnjhw5wmjx+XwoKSnBwMAABgYGkJWVxcaNG+Hk5IQVK1agefPmcHJywq5duxAWFiZS4NTKygq///47rK2tRXLpLFu2DO3atYOTkxPGjx+PiIgIbN68GU5OTvjhhx/w008/ISwsDABQVFSEFStWYNeuXejWrRssLS3h5eWFkSNHYuvWrZW+B4GBgfDw8IC/vz+aNWsGLy8vTJs2DWvWrBE5r0ePHvjll1/QtGlTzJkzBzo6OszrSoKOjhbk5OSQmSGajj0zMwsG+rr1piFtOtLkhSsdafLClY40eeFKR5q8cKUjTV7Y6mioy0OGx8PHj6UAgOLiEuz48yiWzp2Odm2cYWJkgH7dPdDrR3ccPX2B9Wt/yps3b6CjI1oVXltbG2/eVF4eo6ioCGvXrkXPnj2hoqLCtH+LC54b/Vb3jh07Ijw8HH5+frh69SpWrlyJI0eO4Nq1a3j79i2MjIxgZWUFoVCIFStW4MiRI0hLS0NxcTGKioqgpKRUrX58fDzCwsJE/lAqSElJQbNmzQAALi6Vf2twcHBgftbX14eSkhIsLS1F2ipGn5KTk5Gfn48ff/xRRKO4uBhOTk6V6j98+BB9+/YVaWvXrh3WrVsHoVAIWVlZMR88Hg8GBgbIzMysVLOoqAhFRaLz3ISQaoubUigUCqUcFWU5aGrw8TqjEMKy8uAgNS0dBYVFmOi3QOTckpJS2Fj995nQutt/swplwjIUl5QwbTyeDHr37o0lS5bU2lNJSQl8fHxACMHixYtFniONdd2OBDT64Mfd3R27du1CfHw8UwDU3d0d4eHhePfuHVNRfc2aNQgODsa6detgb28PZWVlzJgxo8bFyXl5eejduzdWr14t9pyhoSHzs7KycqXXy8vLMz/zeDyRxxVtZWVlzGsBwNmzZ2FsLFpL6/Mq67Wlutf9nJUrV4r94+DJqIAnKz5M+ubNW5SWlkJPX/Tbh56eLl5nZLHyxoWGtOlIkxeudKTJC1c60uSFKx1p8sKVjjR5qUnnwoUL0NVRQEZmIQoK/5vzyi8oAAD8sXoB9HW0RK779P781851zM93HyQiaGsIdgcvBwDI6ViKfBHX0dERG+XJzs4WGw0qKSnBjBkz8OrVK4SEhIh9mW+sozeS0KinvYD/1v0EBQUxgU5F8BMeHs5UWY+MjETfvn0xcuRItGzZEpaWliLTVgDA5/Mh/HSCFoCzszPu378Pc3NzNG3aVOSoKuCpK7a2tlBQUEBqaqrYa5mYmFR6jY2NDSIjI0XaIiMj0axZM2bUp7bMmzcPubm5IgdPRrXSc0tKShAbexedO7Vn2ng8Hjp3ao8bN2JYvR4XGtKmI01euNKRJi9c6UiTF650pMkLVzrS5KU6HZAiHDz4JzKyCpFfIPpZ0sTcBHy+PNIzsmD6nZHIYfjJlNun7Xq62pCVlWUem5mZQVv7v11pjo6OuHHjhsjrREVFwdHRUcTrjBkz8Pz5c+zZsweamppi/SHf4Fb3Rj/yo6mpCQcHB+zfvx8bN24EAHTo0AGDBw9GSUkJExBZWVnh2LFjiIqKgqamJgIDA5GRkQFbW1tGy9zcHDdv3sSzZ8+goqICLS0tTJ06Fdu3b8ewYcPw66+/QktLC8nJyTh06BB27NhR5wCjMlRVVTFr1iz4+vqirKwM7du3R25uLiIjI6GmpoYxY8aIXePn54fWrVtj6dKlGDJkCK5fv46NGzdKVMBUQUFBbKSpuimvoODt2L0zCDGxd3HrVhyme0+EsrIAe0IOs35NLjSkTUeavNA+NQ4vtE/S44XHA+Tl/xsfkJeTAZ9PUCYkKBUSzJo9F61b2WPUqEG4dSsOP3ZxxapVK5BfwENRURlkZcvvmeT/p72UlZTgNaQ/ft+4A6SsDE4OtsjLy0dcwkOoKAnQt7tHrfoBAKNHj8aoUaOwa9cudOzYEefOnUNCQgIzLVZSUoLp06fjwYMH2Lp1K4RCIbKyyke4Kta5fqs0+uAHKF/3c+fOHWaUR0tLC7a2tsjIyGAWH8+fPx9PnjxBt27doKSkhEmTJqFfv37Izc1ldGbNmoUxY8bA1tYWBQUFePr0KczNzREZGYk5c+aga9euKCoqgpmZGTw9PSEjw/3A2dKlS6Grq4uVK1fiyZMn0NDQgLOzM/73v/9Ver6zszOOHDmCBQsWYOnSpTA0NMSSJUvg5eXFubeqOHr0NHR1tLBowSwYGOgiPv4+evYaiczMyhfdfSkNadORJi+0T43DC+2T9HhRUJCFsaGAeayjXf6F8P2HEmS9KUJSUjKKiz7i8OHDMDDQxeDBQyAUCqGoAJib/jcr8P5DCfOz94QR0NRQw479x/BiTQbUVJRh08wSE0cOqlUfKnB2dsbatWuxbt06BAYGwtzcHJs2bWLWomZkZODy5fLSGp+vDd27dy++//57APW/5mfTpk1Ys2YNXr9+jZYtW2LDhg1o06ZNvXrgkcY6ZkWpV+T4xjWfRKFQKBQxuKrtJa9vXfNJdYCv8J1E1xcXvWR97uHDhzF69Ghs2bIF33//PdatW4ejR4/i8ePH0NPTk8hHbaDBD4UVNPihUCiUuiHtwY+8hPf3kuI01ud+//33aN26NbNMpaysDCYmJvD29sbcuXMl8lEbGv2CZwqFQqFQKHVHrLxBLQ+2FBcXIyYmBl26dGHaZGRk0KVLF1y/fp2DnrDnq1jzQ6FQKBQKpWGoLDdcZRtn3rx5A6FQCH19fZF2fX19PHr06Iv7FOGLFc6gfFMUFhaShQsXksLCwq9GR5q8cKUjTV640pEmL1zpSJMXrnSkyQtXOtLkpSFZuHCh2IDQwoULxc5LS0sjAEhUVJRI++zZs0mbNm3qyW05dM0PhRPev38PdXV15ObmSlQzRpp0pMkLVzrS5IUrHWnywpWONHnhSkeavHClI01eGhK2Iz/FxcVQUlLCsWPH0K9fP6Z9zJgxyMnJwalTp+rDLgC65odCoVAoFIoEKCgoQE1NTeSorCoBn8+Hi4sLQkNDmbaysjKEhoaKFWj90tA1PxQKhUKhUOqFmTNnYsyYMWjVqhXatGmDdevW4ePHjxg7dmy9+qDBD4VCoVAolHphyJAhyMrKwoIFC/D69Ws4OjriwoULYougvzQ0+KFwgoKCAhYuXChxAVZp0pEmL1zpSJMXrnSkyQtXOtLkhSsdafLClY40eWlMTJs2DdOmTWtQD3TBM4VCoVAolG8KuuCZQqFQKBTKNwUNfigUCoVCoXxT0OCHQqFQKBTKNwUNfigUKaa0tBT//vsvtm7dig8fPgAAXr16hby8PFbXX7lyBaWlpZXqXrlyhVOvFAqF0ligC54pnFBYWAhFRcWGtvFV8fz5c3h6eiI1NRVFRUVITEyEpaUlfHx8UFRUhC1bttSoISsri/T0dOjp6Ym0Z2dnQ09PD0Kh8EvZp9SR5ORkpKSkoEOHDhAIBCCEgMfjNbQtCuWrgo78UOpMWVkZli5dCmNjY6ioqODJkycAAH9/f+zcubPe/YSFhUms0bFjR+zduxcFBQUS6VhaWiI7O1usPScnB5aWlqw0fHx80KpVK7x79w4CgYBp79+/v0iG1Oqo6oMzOzsbysrKrDQ+Zd++fWjXrh2MjIzw/PlzAMC6detqlZb+2LFjGDx4MFxdXeHs7CxyfMtkZ2ejS5cuaNasGXr06IH09HQAwPjx4+Hn51evXkpKSuDh4YGkpCTONAsLCznTkpTk5GRcvHiR+XdemzGAMWPGcDJqmpSUhG3btmHZsmVYsmSJyEH58tA8P5Q6s2zZMoSEhOD333/HxIkTmXY7OzusW7cO48ePr1c/np6e+O677zB27FiMGTMGJiYmtdZwcnLCrFmz4O3tjcGDB2P8+PFwdXWttc6zZ88qHVUpKipCWloaK42rV68iKioKfD5fpN3c3LxGjQEDBgAAeDwevLy8RPKHCIVC3L17F23btmXlo4LNmzdjwYIFmDFjBpYvX870T0NDA+vWrUPfvn1r1Fi/fj1+++03eHl54dSpUxg7dixSUlJw69YtTJ06tVZ+uOLq1avYunUrUlJScOzYMRgbG2Pfvn2wsLBA+/bta6UVExODhw8fAgBsbW1rFdD5+vpCTk4OqampsLGxYdqHDBmCmTNnIiAggLXWy5cvcfr0aaSmpqK4uFjkucDAwBqvl5eXx927d1m/XlWUlZVh+fLl2LJlCzIyMpjRS39/f5ibm7O+RxQWFmLDhg0ICwtDZmYmysrKRJ6PjY1lpZOdnY0hQ4bg8uXL4PF4SEpKgqWlJcaPHw9NTU1W73Fubi66dOkCMzMz5l5jbGzM6vUr2L59O6ZMmQIdHR0YGBiIfEHh8XhYsGBBrfQodaBey6hSviqaNGlC/v33X0IIISoqKiQlJYUQQsjDhw+JhoYGa53S0lKyZs0a0rp1a6Kvr080NTVFDrZkZWWRwMBA0rJlSyInJ0e6du1KDh8+TIqKimrVr5KSEvLXX3+RPn36EHl5eWJjY0PWrFlDXr9+XeO1p06dIqdOnSI8Ho/s3buXeXzq1Cly/PhxMnXqVNKsWTNWPjQ0NMj9+/cJIaLv79WrV4menl6113p5eREvLy/C4/HIkCFDmMdeXl5k0qRJZMWKFSQrK4uVjwpsbGzIiRMnxPzcu3ePaGtrs9KwtrYmBw4cENPw9/cnU6dOrfZaTU1NxrOGhobY30ld/maOHTtGBAIBmTBhAlFQUGD8bNiwgXTv3p21TkZGBunUqRPh8XiMBx6PRzp37kwyMzNZaejr65M7d+4QQkTfm5SUFKKsrMzay7///kuUlJSInZ0dkZOTI46OjkRDQ4Ooq6uTTp06sdaZMWMGmTNnDuvzK2Px4sXE0tKS/Pnnn0QgEDB9OnToEHF1dWWtM3z4cKKjo0N+/vlnsnDhQrJo0SKRgy2jRo0i3bp1Iy9evBB5jy9cuEBsbW1Z62RmZpKAgADi4OBA5OTkiKenJzl69CgpLi5mdb2pqSlZtWoV69ejcA8Nfih1RlFRkTx79owQInqzvn//fq1u1v7+/sTQ0JCsXbuWKCoqkqVLl5Lx48cTbW1tEhwcXCdvMTExZNq0aURbW5toa2sTb29v5oOlNmRkZJClS5cSRUVFIi8vT/r27UtCQ0OrPJ/H4xEej0dkZGSYnysOPp9PmjVrRs6cOcPqtQcPHkwmTpxICCl/f588eUI+fPhAOnfuTLy8vFhpLFq0iOTl5bE6tyaq+n0nJiYSRUVFVhoCgYDR0NXVZX4niYmJREtLq9pr9+zZQwoLCwkhhOzevZvs2bOnyoMtjo6OJCQkRKxPsbGxRF9fn7XO4MGDSatWrciDBw+Ytvv375NWrVqRoUOHstJQUVEhiYmJYl5u3bpV43vzKa1btyYLFiwQ0fnw4QPp06cP+eOPP1jrTJs2jaipqREXFxcyadIk4uvrK3KwgasvSGpqauTatWusz68KrgLMT6m41ygqKhIdHR0yY8YM5vdYFaqqqsxrUxoGGvxQ6oyzszPZt28fIUT0RrJ48WLSvn171jqWlpbk77//ZnSSk5MJIYQEBweTYcOG1dlfWloaWbhwIVFQUCDKyspEVlaWtG/fniQkJLC6/ubNm+Tnn38mGhoaxNTUlCxYsICMHz+eCAQC4ufnV+215ubmtR5Z+ZwXL14QW1tbYmNjQ+Tk5IirqyvR1tYm1tbWJCMjQyLtumBjY0NOnjxJCBH9fa9fv544OTmx0rCwsCCxsbGEEEJcXFzIli1bCCGEXLx4sVYjNlwhEAjI06dPCSHiH4YKCgqsddTU1Eh0dLRY+82bN4m6ujorje7du5P58+czXp48eUKEQiEZNGgQGThwIGsvn/4b0tDQYP7e79y5Q8zMzFjruLu7V3mwHUHi6guSjY0NiY+PZ31+VXAVYFbw6tUrsmrVKmJtbU2UlZXJ6NGjiYeHB5GTkyOBgYFVXjdu3DiyefPmunWCwgk0+KHUmZMnTxJ1dXWyatUqoqSkRNasWUMmTJhA+Hw+uXTpEmsdJSUl8vz5c0IIIQYGBiQmJoYQUv4BpKamVitPxcXF5OjRo6R79+5MwLB9+3aSl5dHnj59SkaMGEFsbGyqvD4jI4OsXbuWtGjRgvD5fDJw4EBy/vx5UlZWxpxz9erVOn9LrC0lJSVk3759ZPbs2WTKlClk+/btJD8/v9prnJycyNu3bwkh5SMbTk5OVR61Yfv27cTY2JgcOnSIKCsrk4MHD5Jly5YxP7Nh/PjxzDTFxo0biUAgIF26dCEaGhpk3LhxrL2MGjWK7Nq1i/mQrysWFhbkn3/+IYSIfhiGhIRU+3fyOSoqKiQuLk6sPTY2lqiqqrLSuHfvHtHT0yOenp6Ez+eTn376idjY2BB9ff1a9VNfX58ZgbKxsSGnTp0ihJQHP/X1d1sBV1+Qzp07Rzw9PZlAqq5wEWAWFxeTY8eOkZ49exJ5eXni4uJCNm/eTHJzc5lzjh8/Xu3I1ooVK4iOjg4ZM2YMWbt2LQkODhY5KF8euuCZUmf69u2LM2fOYMmSJVBWVsaCBQvg7OyMM2fO4Mcff2St89133yE9PR2mpqZo0qQJLl26BGdnZ9y6datWhf68vb1x8OBBEEIwatQo/P7777Czs2OeV1ZWxtq1a2FkZFStlyZNmmDcuHHw8vKCrq6u2DkODg5o3bp1tV5q2rHBdkGjnJwcRo4cyercCvr27cu8b/369avVtdUxYcIECAQCzJ8/H/n5+Rg+fDiMjIwQHByMoUOHstLYtm0bs1h16tSp0NbWRlRUFPr06YPJkyez9sLn87Fy5UqMHz8exsbG6NixI9zd3dGxY0dYWVmx1pk4cSJ8fHywa9cu8Hg8vHr1CtevX8esWbPg7+/PWqdz587w8fHBwYMHmb+vtLQ0+Pr6wsPDg5WGnZ0dEhMTsXHjRqiqqiIvLw8DBgzA1KlTYWhoyNqLq6srrl27BhsbG/To0QN+fn64d+8ejh8/XqfF+5KwYMECjBkzBmlpaSgrK8Px48fx+PFj7N27F3///TdrnVatWqGwsBCWlpZQUlKCvLy8yPNv375lpfP777/Dw8MDt2/fRnFxMX799Vfcv38fb9++RWRkJCsNQ0NDlJWVYdiwYYiOjoajo6PYOZ06dYKGhkaVGtu2bYOKigoiIiIQEREh8hyPx8P06dNZeaHUHZrnh9LgzJ07F2pqavjf//6Hw4cPY+TIkTA3N0dqaip8fX2xatUqVjoeHh6YMGECBgwYUGXQVFpaisjISHTs2FHsOUIIrl27hlatWolsLa8LTk5OIo9LSkrw9OlTyMnJoUmTJlXuTjl9+jTr1+jTp49EHiUhPz8feXl5YvmD6pu0tDRcuXKF+RBJTEyEoaEhXr58yep6QghWrFiBlStXIj8/H0B5he1Zs2Zh6dKlrH28ePECffr0wf3795ldhi9evICdnR1Onz6N7777rvadqyNPnjxBXl4eHBwc8PHjR/j5+SEqKgpWVlYIDAyEmZkZa63bt2/jyJEjle4aO378OCuNq1evYsmSJYiPj0deXh6cnZ2xYMECdO3albWPLl26IDU1FePHj4e+vr5Y+oYxY8aw1srNzcXGjRtF/NQmwNy3bx8GDRpE85o1cmjwQ5E6rl+/juvXr8PKygq9e/dmdU1JSQkmT54Mf39/WFhY1Ol1y8rKoKioiPv379dq9IAt79+/h5eXF/r3749Ro0ZVeo6MDLvUWzwer8ESFGZmZuLx48cAgObNm1c6OlYVTZs2xciRIzF8+HA0a9ZMYi/5+fm4du0awsLCEB4ejtjYWNja2iIuLq5WOsXFxUhOTkZeXh5sbW2hoqJSay+EEPz777949OgRAMDGxgZdunRhfX1VW8t5PB4UFRVhampaq5FQSTl06BBGjx6Nbt264dKlS+jatSsSExORkZGB/v37Y/fu3fXmRUlJCdevX0fLli0l0klNTYWJiUmlua9SU1Nhampa7fUlJSUQCAS4c+eOyKiyJFR8BNNElvVMg024URolNW0xrst2Y65QU1MjT548kUjD1taWXL9+nSNH4ty9e7dWi04lpWLnWVVHbXj//j0ZOXIkkZWVZXawycnJkREjRpCcnBxWGoGBgaRVq1ZERkaGtGrViqxbt46kp6fXul/z5s0jbm5uRFFRkTg5OZEZM2aQkydPMmudaktSUhK5cOECs57q0zVe9cWnv6tPdw1WHAoKCmT06NGkoKCgWp3Ro0eTiIgIif3Y29uTjRs3EkL+W69TVlZGJk6cyOwmqy+cnJw4+XcpIyNT6WaBN2/esP73YGFhUaedo58TEhJC7OzsiIKCAlFQUCD29vZk7969EutS2EFHfii1IiQkhPW5tRmKTkpKqjKBGdv1MWPGjIGjoyN8fX1Zv+7nnDlzBr///js2b97M2Te7T7l27Rp69+6Nd+/eca5dGZ9nXi4pKUFcXBxCQkKwePHiWiWiHDJkCOLi4rBhwwa4ubkBKB+l8/HxgaOjIw4dOsRaKzExEfv378fBgwfx9OlTdOrUCSNHjsTo0aNZXS8jIwNdXV34+vpiwIABdR5Fys7OxuDBgxEWFiaS9G7cuHGsk94B5ckbK6Ni1KZp06bo0KEDZGVlq9Q4deoU5syZg9mzZ6NNmzYAgOjoaAQEBGDhwoUoLS3F3LlzMWTIEKxdu7ZKnX79+uHcuXMSJeEDytfI3b9/H+bm5tDW1kZ4eDjs7e3x8OFDdO7cmclA/TmampqsRzHYrtW5dOkSFi9ejOXLl8Pe3l5szY+amhorHRkZGWRkZIiNVj5//hy2trb4+PFjjRo7d+7E8ePHsW/fPmhpabF63c8JDAyEv78/pk2bhnbt2gEovzds2rQJy5Ytk+geRmEHDX4oDU5N2U7ZZm9dtmwZAgIC4OHhARcXF7HyDWwWEWpqaiI/Px+lpaXg8/lia3/Y3qw//zAkhCA9PR379u1Dx44dceDAAVY6oaGhCAoKYrIG29jYYMaMGbWaTqmMAwcO4PDhw7UqS6GsrIyLFy+KZT2+evUqPD09WX1wVMaNGzcwZcoU3L17l/VUXnx8PCIiIhAeHo6rV6+Cz+czi57d3d1ZB0OjR49GZmYmduzYARsbG8THx8PS0hIXL17EzJkzcf/+fVY6FhYWyMrKQn5+PjQ1NQEA7969g5KSElRUVJCZmQlLS0uEhYVVmXm8TZs2WLp0Kbp16ybSfvHiRfj7+yM6OhonT56En58fUlJSqvWTlZWFffv2ISQkBA8ePECXLl0wfvx49O3bVyxwqIrvvvsO58+fh729PRwcHDBv3jwMGzYM169fh6enJ3Jzcyu97kt8QaqYDv48qCL/X76lpr+bmTNnAgCCg4MxceJEKCkpMc8JhULcvHkTsrKyrBY9Ozk5ITk5GSUlJTAzMxO7z7C5X1lYWGDx4sViwX5ISAgWLVqEp0+f1qhBkQwa/FAkQigU4sSJEyIp/fv27Qs5OfYbCc3MzPDLL79gzpw5Enmpbq0Pj8djao9VR003brY368+9VIxUdO7cGfPmzYOqqmqNGn/88Qd8fHzw008/MSMtN27cwLFjxxAUFCRROYgnT57AwcGBdXV4ADA1NcXZs2dhb28v0n737l306NGD9SLjCqKjo5kg7P379+jdu3etRo8+JT4+HkFBQdi/fz/KyspYB1EGBga4ePEiWrZsCVVVVSb4qe37c/DgQWzbtg07duxAkyZNAJTXj5o8eTImTZqEdu3aYejQoTAwMMCxY8cq1RAIBIiLi0Pz5s1F2h89egQnJycUFBTg2bNnsLW1ZRZnsyE2Nha7d+/Gjh07oKKigpEjR+KXX36pcV3b8OHD0apVK8ycORNLly7Fhg0b0LdvX/zzzz9wdnZmveCZCz7fEfU5lW1g+JROnToxOm5ubiIlY/h8PszNzTFr1ixWa/0WL15c7fMLFy6sUUNRUREJCQlo2rSpSHtSUhLs7e2lqg7aV0vDzbhRGjsJCQnE0tKSKCkpMXljlJWVibm5Obl37x5rHS6ynZaVlZFnz57VmAOnOoqLi8nYsWMlXjfEFcbGxmTDhg1i7Rs3biRGRkZ11s3Pzyc+Pj6sy2xUsHXrVtKlSxeRNTrp6emka9euTLLCmnj8+DFZsGABsbKyYkqQhISEkA8fPtTKS1lZGYmJiSEBAQGkd+/eRFNTk8jKyjLrf9jCVdI7S0vLKvP8WFhYEEIIiYyMJAYGBlVqODo6kjFjxoiUYykuLiZjxowhjo6OhBBCrl27RszNzVn7qmsSPkIIyc7OJmlpaYQQQoRCIVm5ciXp3bs3mTlzZq3WVpWWlpKjR4+SJUuWkCVLlpBjx46RkpIS1tdziZeXl0g+ntpSUlJCFi9eTF68eCGRjxYtWpDly5eLtS9dupTY2dlJpE1hBw1+KHXG1dWV9O7dW+RG+PbtW9KnTx/i5ubGWoeLbKdCoZDIy8vXmFa+JrhYNM0VysrKJCkpSaw9MTGRdbK6zxeoa2hoEFlZWaKqqsokv2OLo6MjUVFRIfLy8qRJkyakSZMmRF5enqioqLBOnsjj8UibNm3IunXrWNVKq65fcnJyxMXFhcycOZOcPn2avHv3rtY6XGVVFggE5NatW2Lt0dHRRCAQEEIIefr0abW/t8jISKKtrU10dXWJh4cH8fDwIHp6ekRbW5tZ7Lt3717y+++/V+uFiyR8XMHVF6SIiIhqj/pERUWFyQpeV44dO0ZkZWVJt27dmKCwW7duRE5Ojhw/fpwbo5RqoUkOKXXmzp07uH37NrPGAShfM7N8+fIakwB+StOmTeHv748bN25UupiRzVodGRkZWFlZITs7W6Jt6v369cPJkyclXnD48eNHrFq1CqGhoZUu4mYzBdenTx+cOHECs2fPFmk/deoUevXqxcrHunXrRB5XTL99//33Ir83NnCRMPHx48ecpBH4888/8cMPP7Be6FoVXCS9A8qnVSZPnowdO3YwOZ7i4uIwZcoUdO7cGQBw7969aqdm27Zti6dPn2L//v1ITEwEAAwaNAjDhw9npkmrSpHwKVwk4asgJSUFu3fvRkpKCoKDg6Gnp4fz58/D1NQULVq0qPH6CRMmoEWLFiL3iXfv3sHLywuTJk1CVFRUjRoA4O7uLtb26fqf2qR9kDR3UefOnREREQFzc3PWr/k5AwcOxM2bNxEUFISTJ08CKF/PFx0dLZYjjPJloGt+KHWmZcuWCAoKYm7uFVy+fBk+Pj64d+8eKx0u1uoA3OzU4mLRNAAMGzYMERERGDVqFAwNDcUWavr4+LDysnbtWrRr105kzU9kZCT8/PxEPvgr81VaWooVK1Zg3Lhx9Zpkr7EhadI7AHj9+jVGjRqF0NBQJngvLS2Fh4cH9u3bB319fYSFhaGkpKRWyf3qAldJ+CIiItC9e3e0a9cOV65cwcOHD2FpaYlVq1bh9u3bVa5d+hSBQIDbt2+LBUoJCQlo3bo1CgoKWHn5fHF1xa5Ff39/LF++nHUWbS5yF23ZsgWLFy/GiBEjKr1HNGTyUQp7aPBDqTPnzp3Dr7/+ikWLFjFp82/cuIElS5Zg1apVIruCJP2GzgYudmpxFYhpaGjg7NmzzDbWusA2WWN1vlRVVXHv3j2JvqVyiVAoRFBQUJXfvKv7HQ0YMAB79uyBmpoaBgwYUO3r1Odi3E959OgRM2pjbW0Na2vrWl3PRcoHrnBzc8OgQYMwc+ZMkcXg0dHRGDBgAKsF7lx9QaqKiIgIzJw5EzExMazOd3BwwOTJkzF16lSmTxYWFpg8eTIMDQ1rXMwMVJ+ItLqdZ+/fv2flEaif++W3Dp32otSZiqmXwYMHMyMbFbF0RWZmwnIrKhd8PsVTF7jaYqqpqVnnHCBceuFiiL4CSQKXChYvXowdO3bAz88P8+fPx2+//YZnz57h5MmTNX64q6urM39n6urqVZ5X20y5OTk5iI6OrjTgYJt3qILmzZuL7dZiS00pH2oT/HBRluLevXuVpmTQ09PDmzdvWGmsXLkS06dPr/QL0urVq0UCgrp84Ovr6zPZxtmQkpKCnj17Aijf5fXx40fweDz4+vqic+fOrIKfz/9G2KKhoVHj32Z93i+/dWjwQ6kzYWFhnGm9fPkSp0+frvRmHRgYyEqjNkkVa6K4uBhPnz5FkyZNarVtv4KlS5diwYIFCAkJEckpUldIHVPgd+/eHXPnzsW9e/ckHqKXJHCpYP/+/di+fTt69uyJRYsWYdiwYWjSpAkcHBxw48aNaqcVP52S6Nq1K4YNG1bpeZ+vkaqOM2fOYMSIEcjLy4OamppYwME2+BEKhdizZ0+Va7wuX75co8ayZcuwfPlyiVM+1DS1wxYNDQ2kp6eLjUDGxcWxTprI1Rekz0t/kP/Pm7Vq1apK1zRVhaamJj58+AAAMDY2RkJCAuzt7ZGTk1Or9AEVFBYWsp5e5PJ+SeGABlpoTaEw/Pvvv0RJSYnY2dkROTk54ujoSDQ0NIi6ujrp1KlTrbSSk5PJb7/9RoYOHcqksT937hxJSEhgdf3Hjx/JuHHjiKysLJGVlWW2Pk+bNo2sXLmStQ9HR0eiqqpKVFRUiJ2dHevdUJ+zY8cO0qJFC8Ln8wmfzyctWrQg27dvZ319RZmEyo7alrewtLQkf//9NyGkfMdLcnIyIYSQ4OBgMmzYMFYaSkpK5Pnz54QQQgwMDEhMTAwhhJCUlBSipqbG2ou6ujo5d+6cWLuvr2+128k/x8rKivj4+JCPHz+yvqYypk6dSpSVlcngwYOJj48PmTFjhsjBBi5SPhDCXVkKPz8/0r59e5Kenk5UVVVJUlISuXbtGrG0tCSLFi1ipREeHs76qI6Kv9fP/4bd3NzIw4cPWfdp2LBhJCAggBBCyJIlS4iuri6ZMGECMTMzI/3792elUVpaSpYsWUKMjIxE7hHz588nO3bsYO2F0rDQ4IciEW/fviVr1qwh48aNI+PGjSNr164l2dnZtdJo3bo1c1OuuFl/+PCB9OnTh/zxxx+sdcLDw4lAICBdunQhfD6fuSmtXLmS9bbl6dOnExcXF3L16lWirKzMaJw8eZLJtcKGRYsWVXuwwd/fnygrK5O5c+eSU6dOkVOnTpG5c+cSFRUV4u/vz9oLV3ARuDRr1ozcuHGDEEJIu3btmIDy0KFDRFdXl7WXv//+m6irq5OrV68ybdOmTSOGhoa1+jBUUlLiJODQ1tYmZ8+elUiDi5QPhJT3qWIrtpaWFrl79y4hhJAHDx7UKjAsKioiEyZMIHJycoTH4xF5eXnC4/HIyJEjSWlpqcQ+a8OzZ89EjtTU1BprnFUGF7mLFi9eTCwtLcmff/5JBAIB8/dz6NAh4urqytrLlStXyIgRI4ibmxt5+fIlIaQ8lcGnf9OULwcNfih1JiIigqipqRETExPSv39/0r9/f2JqakrU1NRqlXvj01EEDQ0NZpTmzp07tSoC6urqynyr+zRh3c2bN4mxsTErDVNTUyanyqcaSUlJRFVVlbUXLtDR0SEHDhwQaz9w4ADR1tau8jpNTU2SlZVFCCFk7Nix5P3795z44SJwmTNnDpPc7dChQ0ROTo40bdqU8Pl8MmfOnFr52b9/P9HU1CS3b98mU6ZMIUZGRuTx48e10ujfvz85fPhwra6pDENDw1q/9uesWLGC6OjokDFjxpC1a9eS4OBgkYMtxsbGTMBjb2/P/A1FRUXVanStgtTUVHL27Fly5MiRSvNO1QQXX5CkiSZNmpB///2XECJ6j3j48CHr3EnHjh0jAoGATJgwgSgoKDAaGzZsIN27d/8yxiki0DU/lDozdepUDBkyBJs3b2YKNgqFQvzyyy+YOnUq650cysrKzDofQ0NDpKSkMFtj2S6sBLhZoJmVlQU9PT2x9oqFkbUlJiaGKf3RokWLWuXwKCkpQatWrcTaXVxcUFpaWuV1xcXFeP/+PXR0dBASEoLVq1ezKqdRE/3790doaCi+//57eHt7Y+TIkdi5cydSU1NZ50VatWoV8/OQIUNgamqK69evw8rKilkDwpbhw4cjJycH7dq1g66uLiIiIsTKBVTG6dOnmZ979uyJ2bNn48GDB5XmmGK7JsrPzw/BwcHYuHFjnf5OAGDbtm1QUVFBRESEWDkHHo/HOs1Chw4d8M8//8De3h6DBg2Cj48PLl++jH/++Yf1lvAKdu7ciaCgICQlJQEArKysMGPGDEyYMIHV9VeuXEHv3r2hrq7O/C2vX78eS5YswZkzZ9ChQ4cqr62qWGxlsH1vgPIFy8nJyZWuzarOTwVpaWmV/p2VlZWhpKSElYdly5Zhy5YtGD16tEhJl3bt2mHZsmWsNCiSQYMfSp1JTk7GsWPHRCpVy8rKYubMmdi7dy9rHVdXV1y7dg02Njbo0aMH/Pz8cO/ePRw/fpzZIcIGLhZotmrVCmfPnoW3tzeA/xYY79ixg8m1w4bMzEwMHToU4eHhTDK5nJwcdOrUCYcOHRKrKl0Zo0aNwubNm8UWfG/btg0jRoyo8jo3Nzf069cPLi4uIIRg+vTpYtv+K9i1axfrPn0euJiZmSEqKqpOgcunXtm+rxXFKT9HV1cXzs7O+OOPP5i26hbJV5asccmSJWJttdl1c+3aNYSFheH8+fNo0aKFWBDFZocVVzsNN27cyNSG+u233yAvL4+oqCgMHDgQ8+fPZ62zYMECBAYGwtvbm/kdXb9+Hb6+vkhNTa30PfscSb4gBQUFsfJZm8Dwxo0bGD58OJ4/f84svP5Uh83v29bWFlevXoWZmZlI+7Fjx1h/uXn8+HGlgZa6ujpycnJYaVAkgwY/lDrj7OyMhw8fiuUyefjwIVq2bMlaJzAwkCkguXjxYuTl5eHw4cOwsrJivdMLAIYOHYo5c+bg6NGj4PF4KCsrQ2RkJGbNmsV6186KFSvQvXt3PHjwAKWlpQgODsaDBw8QFRVVY3HFT/H29saHDx9w//592NjYAAAePHiAMWPGYPr06Th48CArnZ07d+LSpUtMEHjz5k2kpqZi9OjRIsHAp+/Tn3/+iaCgIKSkpIDH4yE3N1fiQoklJSWYPHky/P39meDS1dW1VsEpgBqD4up+T3FxcZW2N23aFO/fv2eer2nkpa5blatDQ0OjVjupviSfpliQkZHB3Llz66SzefNmbN++XWRXXZ8+feDg4ABvb29WwY8kX5CqCgZJHXc+AsDPP//MfMGpLPkoGxYsWIAxY8YgLS0NZWVlOH78OB4/foy9e/fi77//ZqVhYGCA5ORksRQU165dg6WlZa09UWoPTXJIqTOHDx/Gr7/+Cm9vb5EcHps2bcKqVauYD32gPLnYl6a4uBhTp07Fnj17IBQKIScnB6FQiOHDh2PPnj0iN+DqSElJwapVq0Qy/s6ZM0esmnl1qKur499//xUr8xEdHY2uXbuy+nZXUYm6Jng8XpVbqS0sLHD79m1oa2uz0qoOdXV13Llzh3Xyxcr4vKRGSUkJ8vPzwefzoaSkxCpX0NcMFykfgPLRlRMnTjBTrra2tujbt2+t0jZoaGjg1q1bYuVIEhMT0aZNG1Z/w+3atcPs2bPFRttOnjyJVatW4caNG6z9SDoFB5RPscfHx7OaHq2Oq1evYsmSJSL3iAULFrDO3r1y5Ur8+eef2LVrF3788UecO3cOz58/h6+vL/z9/ZmRZ8oXpEFXHFEaNdVto/50ayrbLdVFRUXkxYsX5Pnz5yJHbXn+/Dk5e/YsOXz4sMSFTuuKiopKlVW+63vhNFeMHj26xkrgdSExMZF4eHiQCxcucK5dE97e3pUuJt6wYQPx8fGpVy9cpXzgqpjotGnTiK+vr1i7n58f+eWXX1hpHDp0iJiampI1a9aQq1evkqtXr5I1a9YQc3NzcujQIRIfH88c1cHVzsdOnTqR8+fPsz7/S1FWVkaWLVtGlJWVmfuloqIiU2SX8uWhIz+UOvP8+XPW534+P/4piYmJGD9+vFiRQyJBtlMiwdC4pAsiAaBv377IycnBwYMHYWRkBKB8oeSIESOgqamJEydO1NpXQ8NV3bPKuH37NkaOHIlHjx5JarNWGBsb4/Tp03BxcRFpj42NRZ8+fViVcKjg2LFjVWZVjo2NrfH6Nm3aoHv37li8eDFTekFPTw8jRoyAp6cnpkyZwsqHm5sbdHV1ERISIlZMNCsri3UxUW9vb+zduxcmJiaVTrt+uq6pqlGp6kpBAOX/Ptn8O9fV1cX69evFElsePHgQ3t7erDc0nDhxAvPnz8fs2bMrXeBemxHq27dvi4ysff43xIbi4mIkJycjLy8Ptra2UFFRqbUGpW7Q4IciMQ8ePBC74fN4PNaLYNu1awc5OTnMnTu30nn42qwfknRonIsFkQDw4sUL9OnTB/fv34eJiQnTZmdnh9OnT7MuNMpFmQKu4KruWWXcuXMHHTp0qFX9Iy5QVFREQkKC2DRIcnIy7OzsWK+VWr9+PX777Td4eXlh27ZtGDt2LFJSUnDr1i1MnToVy5cvr1FDVVUVd+7cQZMmTaCpqYlr166hRYsWiI+PR9++ffHs2TNWXrgqJsrFtCtXX5C4mIIDKg/G2AZgFbx8+RLDhg1DZGSkyGaGtm3b4tChQ7SIcCOBLnim1JknT56gf//+uHfvHnMDAf4bbWEbKNy5cwcxMTF1rolUARe7U7hYEAkAJiYmiI2Nxb///suMZtjY2KBLly6sNbgqU8AVXOxG+nSbOfBfmYKNGzdKVAS2rjRt2hQXLlzAtGnTRNrPnz9fq4Wnf/zxB7Zt24Zhw4Zhz549+PXXX2FpaYkFCxawXsfEVcqHZs2aISMjQyz4yczMrNVaFy7KMVQX0NSGuu58/Bwu/oYnTJiAkpISkc0ejx8/xtixYzFhwgRcuHChRo3CwkJs2LChyiK2bEYKKZJBR34odaZ3796QlZXFjh07YGFhgZs3b+Lt27fw8/PD2rVr8cMPP7DSad26NYKCgkSqwNcFLobGuVoQyQVcVKDmkqq2mvN4PCgqKqJp06bo27dvtQVdP//mzePxoKuri86dOyMgIACGhoaceq6JXbt2Ydq0aZg9ezZTeTw0NBQBAQFYt24dJk6cyEpHSUkJDx8+hJmZGfT09PDPP/+gZcuWSEpKgqurK7Kzs2vU6NevH3r27ImJEydi1qxZOHXqFLy8vHD8+HFoamri33//ZeXl3Llz+PXXXystJrpq1SqRf2f1VT28stFhgH0eJS6m4LhCIBAgKipKbFt7TEwMfvjhB1Y1wkaMGIFLly7hp59+gr6+vtiXrIULF3LqmSIOHfmh1Jnr16/j8uXL0NHRgYyMDGRlZdG+fXumknNVW5M/Z/Xq1fj111+xYsWKSufh2d6g65oU8FO+//57JCcnSxz8TJ8+HU2bNhVbB7Nx40YkJyezqkDPRQVqgJs1TED5VvPY2FgIhULmG29iYiJkZWXRvHlz/PHHH/Dz88O1a9dga2tbpRdpYty4cSgqKsLy5cuxdOlSAIC5uTk2b95cq4ruBgYGePv2LczMzGBqaoobN26gZcuWePr0qdj0aVVwlfKBq2KiXMDV6HBCQgKcnZ0BlP+7AAAdHR3o6OggISGBOY/tSK0kwZiJiUmlyQyFQiGzvq8m/v77b5w7d65BRjsp5dDgh1JnhEIhkzlYR0cHr169grW1NczMzPD48WPWOhVTQZ9nn63tDbquQ+OfVoz29vaGn58fXr9+LdGCyL/++ktsigcA2rZti1WrVrEKfrioQM3VGiYAzKjO7t27mYA0NzcXEyZMQPv27TFx4kQMHz4cvr6+uHjxYqUaXIwecc2UKVMwZcoUZGVlQSAQ1GnRaefOnXH69Gk4OTlh7Nix8PX1xbFjx3D79m0MGDCgxuuFQiFevnzJ/H0pKytjy5YttfYBSFf1cB8fH1hYWCA0NBQWFhaIjo5GdnY2MzrMFq76xEUwtmbNGnh7e2PTpk3Ml63bt2/Dx8eHdZ+MjY05ybpOkYD63VxG+Zpo3749OXHiBCGkvFqyp6cnuXbtGhk9ejRp0aIFax1Jqj37+voyh7e3N1FVVSUtWrQg48ePJ+PHjyd2dnZETU2NTJs2rUqNqipG13XLPiGEKCgoVFoHKSkpiSgoKLDS4KICdcuWLcmgQYPIgwcPyLt370hOTo7IURuMjIzI/fv3xdoTEhKIkZERIYSQmJiYauuOubu7EzU1NaKsrEycnZ2Js7MzUVFRIerq6uT7778nGhoaRFNTs9LX+RIsWLCAPHv2TGIdoVBISkpKmMeHDh0i3t7eZP369aS4uJiVhoKCAqiwPXgAACTOSURBVHny5InEXqQJbW1tZhu7mpoaefToESGEkNDQ0FoVCuaKXr16kb59+5KsrCyioqJCHjx4QK5evUratGlDrly5UuV1FX+XFQefzycyMjKEz+eL/KypqcnKx7lz54inpycnf3uUukFHfih1Zv78+fj48SOA8vIAvXr1wg8//ABtbW0cPnyYtU7Hjh3r7OHzqbWK7aafD43fv3+/Sg2uygp8ChcLabkoU5CUlIRjx45xsoYpNzcXmZmZYlNaWVlZzC4tDQ0NsamET+Fi9IhLTp06heXLl6Njx44YP348Bg4cCAUFhVrryMjIoLi4GLGxscjMzIRAIGBGNC9cuMBq56OdnR2ePHkiURLJT8nPz690aqc+Eo5WwNXoMFd8PlUvIyPDaqqezUhtbWjVqhUKCwthaWkJJSUlsRHmbz3ZZ73Q0NEX5esiOzublJWV1enajx8/kocPH4okPqsp+RnXrFixguzcuVOsfefOnWTVqlWsdXbu3EkEAgFZsGABM4Ll7+9PlJSUyLZt27i0XC1cJnUbPnw4sbCwIMePHycvXrwgL168IMePHyeWlpZk5MiRhBBCDh48SFxcXKrU4GL0iGtiY2OJt7c30dHRIRoaGuTnn38m0dHRtdI4f/480dHRqXLkkK2Go6MjOXPmDHn16hXJzc0VOdiSmZlJevbsSWRkZCo96hOuRoe5QkNDgxlds7S0JJcvXyaEEJKcnEwEAkG9+fDw8CBWVlZk1apVZPfu3WTPnj0iB+XLQ4MfSoPD9c06KSmJXLhwgeTn5xNCSK2CMTMzMxIZGSnWfuPGDWJubl4rH3/88QcxNjZmPgQtLCxISEhIrTQk5fjx48TW1pbs3r2b3L59W6LA8sOHD2TChAnMMH/FUP/EiRNJXl4eIYSQuLi4SjNbV6CsrEzCwsLE2sPCwoiKigohhJCUlJQGyYJdXFxM/vrrL9KrVy8iLy9P7O3tybp161hNDzZt2pT88ssv5PXr13V+/c8DpoqjtlOuw4cPJ+3atSO3bt0iysrK5NKlS2Tfvn3E2tqa/P3333X2VxcuXLhA/vrrL0JI+b9La2trwuPxiI6ODgkNDa1XL4RwE4yNGjWK7Nq1iyQnJ9fZh0AgIHfu3Knz9RTJocEPpcHh6mb95s0b0rlzZ+bDIiUlhRBCyNixY8nMmTNZaVS17iIlJYX1Wp3PyczMJB8+fKjTtZLC1RqmT/nw4QMTPNW2X1yMHn0pioqKyKFDh0jXrl2JnJwc6dChA2natClRVVUlhw4dqvZaVVVViT4MCZFs7dunGBgYkJs3bzK+Hj9+TAgh5NSpU6Rdu3YSeeQCSUaHJYWLYGz8+PHEysqK8Hg88t1335ERI0aQ7du316qUjpOTE7l+/Xqd+kDhBhr8UBocrm7Wo0aNIt26dSMvXrwgKioqTPBz4cIFYmtry0qjadOmZN++fWLte/fuJRYWFqy9VJCZmcnUNMrKyqr19ZLy7Nmzao/6hovRI665ffs2mTp1KtHS0iKGhoZkzpw5IovV169fT/T09KrVGDt2LNmxY4fEXt69e0fWrl3LLNgPCAio9cJ0VVVV8vTpU0IIIaampuTatWuEEEKePHlSr1M7nyLJaOyXpq7B2MuXL8mBAwfI5MmTSfPmzYmMjAwxNjZmde3FixdJ27ZtSVhYGHnz5k2dpzgpdYcGP5QGh6ubtb6+PjOU/Gnwk5KSQpSVlVlprF69mmhra5Ndu3YxAcLOnTuJtrY2WbFiBWsveXl5ZOzYsURWVpYZcZGTkyPjxo0jHz9+ZK3ztSLJ6BGX2NnZEVlZWdKjRw9y4sQJUlpaKnZOVlYW4fF41ep8/PiR9OjRg4wZM4asXbuWBAcHixxsuHXrFtHW1ibGxsakf//+pH///uS7774j2traJCYmhnWfWrVqxRSJ7d27Nxk1ahR5+fIl+fXXX4mlpSVrHS7gYjSWK4qLi4msrGytirtWx8ePH8nFixfJ3LlziaurK+Hz+ax3sFU2vSnpiCyldtDdXpQGx9raGo8fP4a5uTlatmyJrVu3wtzcHFu2bKlVxt+PHz9CSUlJrP3t27esd/DMnj0b2dnZ+OWXX5hdMoqKipgzZw7mzZvH2svMmTMRERGBM2fOMInMrl27hunTp8PPzw+bN29mrSUpKSkpWLdunUgRRh8fHzRp0qTePHyOiopKve46qorBgwdj3LhxMDY2rvIcHR2dGpMzHjx4EJcuXYKioiLCw8NFku3xeDxWRV99fX3Ru3dvbN++HXJy5bfm0tJSTJgwATNmzMCVK1dY9cnHxwfp6ekAyjMFe3p64s8//wSfz0dISAgrDa7w9fWFvLw8UlNTYWNjw7QPGTIEM2fOREBAQL15kZeXh6mpqcSJHf/3v/8hPDwccXFxsLGxQceOHTF37lx06NCBKSRbE9KUi+lbhZa3oDQ4f/75J0pLS+Hl5YWYmBh4enoiOzubuVkPGTKElU6PHj3g4uKCpUuXQlVVFXfv3oWZmRmGDh2KsrIyHDt2jLWnvLw8PHz4EAKBAFZWVrXe/qyjo4Njx47B3d1dpD0sLAyDBw9GVlZWpdexSYhXAZvCphcvXkSfPn3g6OjIBGGRkZGIj4/HmTNn8OOPP7J+va+FqhItVgbbzMoGBgaYPn065s6dW2Ml86oQCASIi4sTq3H34MEDtGrVinViy08hhKCgoACPHj2CqakpdHR06uStrhgYGODixYto2bIlU6LF0tIST548gYODA5PRur7YuXMnjh8/jn379tU5kaaMjAx0dXXh6+uLAQMGoFmzZrW6vqSkBJ6entiyZYtYoVZK/UFHfigNzsiRI5mfnZ2d8fz58zrdrH///Xd4eHjg9u3bKC4uxq+//or79+/j7du3iIyMrJUnFRUVtG7dulbXfEp+fj709fXF2vX09Kr9EFNXV2d+JoTgxIkTUFdXZzLJxsTEICcnh3WQNHfuXPj6+mLVqlVi7XPmzPkmgx+2ZVdqU9S2uLgYQ4YMqXPgA5SXcUlNTRULfl68eFHrbMA7d+5EUFAQkpKSAABWVlaYMWMGJkyYUGd/dYGL0VguqSgvY2RkBDMzMygrK4s8z6agaFxcHCIiIhAeHo6AgADw+Xx07NgR7u7ucHd3rzEYkpeXF8kqT2kY6MgPRSrg6madm5uLjRs3Ij4+Hnl5eXB2dsbUqVPrvWCmh4cHtLW1sXfvXigqKgIACgoKMGbMGLx9+5ZVkco5c+bg7du32LJlC2RlZQGUJ4375ZdfoKamhjVr1tSooaioiHv37ol9w0xMTISDgwOTRJEiGb6+vtDV1cX//ve/OmtMnz4dJ06cwNq1a9G2bVsA5aN0s2fPxsCBA1kn2luwYAECAwPh7e0NNzc3AOXJ/TZu3AhfX18sWbKkzh5rC5ejsVxQUz28uhQUjY+PR1BQEPbv34+ysjJW02q+vr5QUFAQ+1JCqT9o8ENpcKTpZs0V9+7dg6enJ4qKitCyZUsA5TdJBQUFXLp0CS1atKhRQ1dXF9euXWOKiFbw+PFjtG3bllWlcBMTEwQGBmLQoEEi7UeOHMGsWbOQmppai15RqmL69OnYu3cvWrZsCQcHB7GMvWymz4qLizF79mxs2bKFKcQrLy+PKVOmYNWqVaxHSnR1dbF+/XoMGzZMpP3gwYPw9vbGmzdvWPZKchISEuDh4QFnZ2dcvnwZffr0ERmNbch1Z3WFEIK4uDiEh4cjPDwc165dw/v37+Hg4ICOHTsiKCioRo2KKvVWVlZwcXERG4H60pXpKTT4oUgBXN2sa1oQWpsK5lyQn5+P/fv349GjRwAAGxsbjBgxAgKBgNX1mpqa2LNnD/r27SvSfurUKXh5eeHdu3c1aixZsgRBQUGYO3euyGjC6tWrMXPmTPj7+9eyV5TK6NSpU5XP8Xg8XL58mbVWfn4+U56lSZMmlU4bVYeGhgZu3bpV6WhfmzZtkJOTUys9SZGW0Viu0NTURF5eHlq2bMlMd/3www/Q0NBgrcHl3wulbtDgh9LgcHWzrmy9xafrNiTd5VEbVq5cCX19fYwbN06kfdeuXcjKysKcOXNq1Jg5cyb27t2L//3vf2jTpg0A4ObNm1i1ahVGjRrF6tshIQTr1q1DQEAAXr16BQAwMjLC7NmzMX369Fqta6E0Dry9vSEvLy/29zFr1iwUFBRg06ZNDeSs4dHU1Kz0b57H40FRURFNmzaFl5cXxo4dW6XG2bNn8cMPPzC16SiNExr8UBocrm7Wubm5Io9LSkoQFxcHf39/LF++HB4eHpx5rglzc3McOHCAGW2p4ObNmxg6dCirYqplZWVYu3YtgoODma3LhoaG8PHxgZ+fH7MOiC0fPnwAgFovnqU0LiqmVExMTODq6gqg/O8uNTUVo0ePFpmSq4/plZycHERHRyMzM1MsZcDo0aO/+Ot/SlBQEJYvX47u3bszXyiio6Nx4cIF+Pr64unTp9i3bx82bNiAiRMnfnE/ycnJSElJQYcOHSAQCEAIoV9I6gka/FAahE+3G5eWlmLPnj0wNTWt9Ga9YcMGiV4rIiICM2fORExMjEQ6tUFRUREPHz4Uq9D95MkT2Nra1rjQuLS0FAcOHEC3bt2gr6/PVE2n3zYpNVHdlMqn1Mf0ypkzZzBixAjk5eVBTU1NLP9RfVcvHzhwIH788Uf8/PPPIu1bt27FpUuX8Ndff2HDhg3Ytm0b7t27V6XO7du3ceTIEaSmpjL5wCpgk4IiOzsbgwcPRlhYGHg8HpKSkmBpaYlx48ZBU1OzXvMffavQ4IfSINTnDfrRo0do1apVveYUsbKywsKFC0W28QPAvn37sHDhQjx58qRGDSUlJTx8+BBmZmZ19uHk5MRqmJ/t74NCqQ3NmjVDjx49sGLFilqvXfoSqKio4M6dO2jatKlIe3JyMhwdHZGXl4eUlBQ4ODjg48ePlWocOnQIo0ePRrdu3XDp0iV07doViYmJyMjIQP/+/bF79+4afYwePRqZmZnYsWMHbGxsmPxHFy9exMyZM3H//n1O+kupGprnh9IgfIkMp5/nziCEID09HatWrYKjoyPnr1cdEydOxIwZM1BSUoLOnTsDAEJDQ/Hrr7/Cz8+PlUabNm0QFxcnUfDj6emJzZs3w97enhnmv3XrFu7evQsvLy88ePAAXbp0wfHjx8UWVlMokpKWlobp06dLReADAFpaWjhz5gx8fX1F2s+cOcMkPfz48WO1U8MrVqxAUFAQpk6dClVVVQQHB8PCwgKTJ09mvYj70qVLuHjxIr777juRdisrKzx//ryWvaLUBRr8UL4aHB0dwePx8PlgpqurK3bt2lWvXrgok/HLL7/Az88PL1++rHQ7LJvyEG/evIGfn5/Yrq5ly5bh+fPnuHTpEhYuXIilS5fS4IfCOd26dcPt27dhaWnZ0FYAAP7+/pgyZQrCwsJEvgycO3cOW7ZsAQD8888/6NixY5UaKSkp6NmzJwCAz+fj48eP4PF48PX1RefOnWvMJQRIX/LHbxE67UX5avj8G1NFGvqKJIMNgSRlMqravVaxKJLN7jV1dXXExMRUOszv4uKC3NxcPHr0CK1bt2YWRFMoXLFz504sWbIEY8eOhb29vVj+oz59+tS7p8jISGzcuBGPHz8GUF5b0NvbW2xzQlV89913OH/+POzt7eHg4IB58+Zh2LBhuH79Ojw9PcU2XlSGtCV//BahIz+UrwZJpoe+FJKUyWCzI6wmFBUVERUVJRb8REVFMUFhWVlZgwaIlK+Xih1TlSUqZRvAc027du2YOnd1oUOHDvjnn39gb2+PQYMGwcfHB5cvX8Y///zDekcpl6V4KHWDBj+URs369etZn8umsrY0wUUw5+3tjZ9//hkxMTFMEHbr1i3s2LGDKcVw8eLFel8TRfk2+HxruzSQkpKC3bt348mTJ1i3bh309PRw/vx5mJqassq8vnHjRma35m+//QZ5eXlERUVh4MCBmD9/PisPdnZ2SExMxMaNG6Gqqoq8vDwMGDCgUSd/bGzQaS9Ko+bzreRVwePxWO2wkkYePHhQ6ZZatlMG+/fvr3SYf/jw4QDKa45V7P6iUL5mIiIi0L17d7Rr1w5XrlzBw4cPYWlpiVWrVuH27ds1Tjd9noKirqSmpsLExKTSnZipqakwNTWtszaFHTT4oXyVVPxZN+aEYU+ePEH//v1x7949kYXcFX1qiCkDCqUm1q9fj0mTJkFRUbHGkdn6Ho11c3PDoEGDMHPmTKiqqjJbzKOjozFgwAC8fPmyRg0uUlDIysoiPT0denp6Iu3Z2dnQ09Oj/7brATrtRfmq4Ko6vDTg4+MDCwsLhIaGwsLCAtHR0cjOzoafnx/Wrl3b0PYolEoJCgrCiBEjoKioWG2RTx6PV+/Bz71793DgwAGxdj09PdY1BNu0aYM7d+5IFPxUlck5Ly+PjsDWEzT4oXw1VFUd3tfXF6mpqY2uOvz169dx+fJl6OjoQEZGBjIyMmjfvj1WrlyJ6dOnIy4urkYNoVCIoKCgKrPR1neGXcrXz6cL9T/9WRpGYzU0NJCeni42XR4XFwdjY2NWGr/88gtmzpyJFy9e1DoFRUVmex6PB39/f5Ht7kKhEDdv3qTr7+oLQqF8Jejo6JADBw6ItR84cIBoa2s3gCPJ0NDQIE+ePCGEEGJpaUkuX75MCCEkOTmZCAQCVhr+/v7E0NCQrF27ligqKpKlS5eS8ePHE21tbRIcHPzFvFMoFezYsYO0aNGC8Pl8wufzSYsWLcj27dsbxIufnx9p3749SU9PJ6qqqiQpKYlcu3aNWFpakkWLFrHS4PF4YoeMjAzz/+pwd3cn7u7uhMfjkbZt2zKP3d3dSdeuXcmkSZNIYmIiF12l1AAd+aF8NZSUlKBVq1Zi7S4uLigtLW0AR5JhZ2eH+Ph4WFhY4Pvvv8fvv/8OPp+Pbdu2sU4at3//fmzfvh09e/bEokWLMGzYMDRp0gQODg64ceNGo9sBR2lcSNto7IoVKzB16lSYmJhAKBTC1tYWQqEQw4cPZ71TS5IUFBWZ7ceOHYvg4GBaq68BoQueKV8NXFWHlxYuXryIjx8/YsCAAUhOTkavXr2QmJgIbW1tHDp0iFVOEWVlZTx8+BCmpqYwNDTE2bNn4ezsjCdPnsDJyYlVQjYKpa7o6upi/fr1GDZsmEj7wYMH4e3tzXqdDdekpqYiISEBeXl5cHJygpWVFetrr1y5grZt20JOTnTsoLS0FFFRUejQoQPXdilfADryQ2nUfFodnsfjYceOHbh06VKl1eEbG926dWN+btq0KR49eoS3b99CU1OT9bqJ7777Dunp6TA1NUWTJk1w6dIlODs749atWzSNPuWLI62jsaampnXeTt6pU6dKd2rl5uaiU6dOrHdqSVoZniIZNPihNGo+X/Tr4uICoDyRGQDo6OhAR0enUVZJHjduHIKDg0WKLGppaeHjx4/w9vZmVa+sf//+CA0Nxffffw9vb2+MHDkSO3fuRGpqqlhxRwqFa0aNGoXNmzeLjcZu27YNI0aMqHc/hBAcO3YMYWFhyMzMFEvCyCboIFXs1MrOzhZb/FwVNVWGp3x56LQXhSKlVJUL5M2bNzAwMKjTN+cbN24gKioKVlZW6N27N1dWKZRK8fb2xt69e2FiYlLpaOyntb4+D5C+BD4+Pti6dSs6deoEfX19sSBm9+7dVV47YMAAAMCpU6fg6ekpMnIqFApx9+5dWFtb48KFCzX6cHBwwOTJk5nK8BVr+yoqw7MpjkqRDDryQ6FIGe/fvwchBIQQfPjwQSTvh1AoxLlz58QCosooKSnB5MmT4e/vz2ztdXV1ZT6EKJQvTUJCApydnQGIj8YmJCQw59XX9vd9+/bh+PHj6NGjR62vVVdXB1A+8qOqqgqBQMA8x+fz4erqytQyqwkuKsNTJIMGPxSKlKGhoQEejwcej4dmzZqJPc/j8VjdHOXl5fHXX3/B39//S9ikUGqkYneTtKCurs56p+TnVIwK6erqYtGiRUyOnmfPnuHkyZOwsbGBjo4OKy1NTU18+PABAGBsbIyEhATY29sjJycH+fn5dfJHqR00+KFQpIywsDAQQtC5c2f89ddf0NLSYp7j8/kwMzODkZERK61+/frh5MmTdH0PhQJg0aJFWLx4MXbt2iUyclMb4uLisHfvXvz888/IycmBq6sr5OXl8ebNGwQGBmLKlCk1anBRGZ4iGXTND4UipTx//hympqYSTQksW7YMAQEB8PDwqDQbLc3zQ/mWKCgoQP/+/REZGQlzc3ORNUcAEBsbW6OGjo4OIiIi0KJFC+zYsQMbNmxAXFwc/vrrLyxYsAAPHz6sUePt27coLCyEkZERysrK8PvvvzNr8ebPnw9NTc0695HCDhr8UChSyoULF6CiooL27dsDADZt2oTt27fD1tYWmzZtYnWDrK7qfWOudE+h1IXBgwcjLCwMP/30U6ULnhcuXFijhpKSEh49egRTU1MMHjwYLVq0wMKFC/HixQtYW1uzmrYaPXo0OnXqhA4dOqBJkyZ17g+l7tDgh0KRUuzt7bF69Wr06NED9+7dQ6tWreDn54ewsDA0b9682p0pFApFHGVlZVy8eJH5QlEXHBwcMGHCBPTv3x92dna4cOEC3NzcEBMTg549e+L169c1akyYMAFXrlxBcnIyjI2N0bFjR7i7u6Njx461SrhIqTs0+KFQpBQVFRUkJCTA3NwcixYtQkJCAo4dO4bY2Fj06NGD1U2WQqH8R/PmzXHkyJFqi4/WxLFjxzB8+HAIhUJ4eHjg0qVLAICVK1fiypUrOH/+PGuttLQ0XLlyBREREYiIiEBiYiIMDQ3x8uXLOvujsIMueKZQpBQ+n88Mof/7779MlmotLS28f/++yus+zXpdE/WRW4Xyf+3df0zU9R8H8Ocdx4/jILnRRyJkgIpMSXBecxaikop2Eq3mGs4KUBNNUTRD5xqV2mhTT/zBcG4azlFutlUrMBXlmrBkbl5smE50N6mwPBVlqI07ePeH4/P1OjD0y30+B/d8bPcH78+v5/1ze/F+vz/vN/mKHTt2oLi4GPv27UN8fPxT3WPBggWYNm0arl+/jtTUVLl91qxZT7xAodFoRGRkJIxGIyIiIqDT6SBJ0lPloifDnh8iH5WdnY2uri6kpaVhy5YtsNvtiImJwYkTJ7Bq1Spcvny5z+syMjLc/j5//jxcLheSkpIAAJcvX0ZAQABMJhNOnz7t9e9B5CuMRiPu378Pl8uF0NBQjwnPt2/fViTHpk2bYLVaYbPZMH78eHnYa/r06ZzsrBD2/BD5qL179+L999/H119/jYqKCsTExAAAjh07hnnz5vV73aNrq1gsFoSHh+PQoUPyj2p7ezvy8/ORnp7u3S9A5GPKysrUjgAA+PzzzyFJEj7++GO8+eabfa7nRd7Fnh+iYay3pyg5Odmtvbm5GZmZmWhra1MpGZH/ampqwk8//QSr1YozZ84gKChI7v2ZOXMmiyEFsOeHyEe1trY+9vhAdqXu6OiAw+HwaHc4HPIKs0T+pLu7G99++628Hk9ycjKys7MREBCgWIbU1FSkpqbK62w1NTVh586dWLlyJXp6ega8Mzw9PRY/RD4qPj7+sQscDuQH8o033kB+fj527NiBKVOmAHi4seSHH34ob9RI5C+uXLkCs9mMP/74Q54DV1paitjYWFRXVyu25o4QAjabDVarFVarFfX19ejo6EBKSgpmzJihSAZ/x2EvIh/V1NTk9rfT6YTNZoPFYsFnn302oOLl/v37WL9+PQ4ePAin0wkA0Ol0WLJkCbZt2+ax4jPRcGY2myGEQFVVlbxtzK1bt/D2229Dq9WiurpakRxGoxGdnZ1ITU2Vh7vS09MRERGhyPOJxQ/RkFNdXY1t27bBarUO+Jp79+7Ju2qPGTOGRQ/5JYPBgLNnz2LixIlu7U1NTUhLS0NnZ6ciOaqrq5Geno5nnnlGkeeRJw57EQ0xSUlJOHfu3BNdYzAY/q+F3YiGg+Dg4D7nunV2diIoKEixHPPnz1fsWdQ3rdoBiKhvHR0dbp+7d+/i0qVL+Oijj7gEPtFTyMrKwrJly9DY2AghBIQQOHv2LJYvX47s7Gy145GCOOxF5KO0Wq3HhGchBGJjY3HkyBG89NJLKiUjGpru3LmD3NxcfP/99/ICh06nE6+//joqKysxYsQIlROSUlj8EPkoq9XqVvxotVpIkoSxY8dCp+OINdHTunLlCn799VcAwIQJEzB27FiVE5HSWPwQEZHfOHDgAHbu3ImWlhYAQGJiIoqKirB06VKVk5GS+O8jkY8qLS1FVFQUFi9e7NZ+8OBBOBwObNiwQaVkRENTSUkJLBYLCgsL5WHjn3/+GWvXrkVrays2b96sckJSCnt+iHxUfHw8vvzyS7z88stu7Y2NjcjJyYHdblcpGdHQJEkSdu/ejYULF7q1f/XVVygsLMTNmzdVSkZK49teRD7qzz//RHR0tEe7JEm4fv26ComIhjan04kXX3zRo91kMsHlcqmQiNTC4ofIR8XGxqKhocGjvaGhAc8//7wKiYiGtnfeeQcVFRUe7fv378eiRYtUSERq4ZwfIh/13nvvoaioCE6nE6+88goA4NSpUyguLsYHH3ygcjqioenAgQM4ceIEpk6dCuDhMHJrayveffddrFu3Tj7PYrGoFZEUwDk/RD5KCIGNGzdi9+7d6OrqAgCEhIRgw4YNKCkpUTkd0dCTkZExoPM0Gg1Onz7t5TSkJhY/RD6us7MTFy9ehF6vR2JiIoKDg9WOREQ0pLH4ISIiIr/CCc9ERETkV1j8EBERkV9h8UNERER+hcUPERER+RUWP0Q07MTHxyMvL0/+22q1QqPRwGq1qpbp3/6dkYiUw+KHiAZdZWUlNBqN/AkJCcG4ceOwatUq/PXXX2rHG7Camhp88sknascgokHGFZ6JyGs2b96MhIQE/P3336ivr0dFRQVqamrQ3NyM0NBQxXJMnz4dDx48QFBQ0BNdV1NTg/LychZARMMMix8i8ppXX31V3khy6dKliIyMhMViwXfffeexszYA3Lt3DwaDYdBzaLVahISEDPp9iWho4rAXESmmd48yu92OvLw8hIWF4erVqzCbzQgPD5c3l+zp6UFZWRmSk5MREhKCqKgoFBQUoL293e1+Qghs3boVo0aNQmhoKDIyMnDhwgWP5/Y356exsRFmsxlGoxEGgwEpKSnYtWsXACAvLw/l5eUA4DaE12uwMxKRctjzQ0SKuXr1KgAgMjISAOByuTB37lxMmzYN27dvl4fCCgoKUFlZifz8fKxevRp2ux179+6FzWZDQ0MDAgMDAQAlJSXYunUrzGYzzGYzzp8/j8zMTHkvtMc5efIksrKyEB0djTVr1uC5557DxYsX8cMPP2DNmjUoKChAW1sbTp48icOHD3tcr0RGIvISQUQ0yL744gsBQNTW1gqHwyF+++03ceTIEREZGSn0er34/fffRW5urgAgNm7c6HbtmTNnBABRVVXl1v7jjz+6td+4cUMEBQWJ+fPni56eHvm8TZs2CQAiNzdXbqurqxMARF1dnRBCCJfLJRISEkRcXJxob293e86j91q5cqXo62fSGxmJSDkc9iIir5k9ezYkSUJsbCxycnIQFhaGb775BjExMfI5K1ascLvm6NGjGDFiBObMmYObN2/KH5PJhLCwMNTV1QEAamtr0dXVhcLCQrfhqKKiov/MZbPZYLfbUVRUhIiICLdjj96rP0pkJCLv4bAXEXlNeXk5xo0bB51Oh6ioKCQlJUGr/d//XDqdDqNGjXK7pqWlBXfv3sXIkSP7vOeNGzcAANeuXQMAJCYmuh2XJAlGo/GxuXqH31544YUn+0IKZiQi72HxQ0ReM2XKFPltr74EBwe7FUPAw4nEI0eORFVVVZ/XSJI0qBmfxlDISET9Y/FDRD5lzJgxqK2tRVpaGvR6fb/nxcXFAXjYCzN69Gi53eFweLxx1dczAKC5uRmzZ8/u97z+hsCUyEhE3sM5P0TkU9566y10d3djy5YtHsdcLhfu3LkD4OF8osDAQOzZswdCCPmcsrKy/3zG5MmTkZCQgLKyMvl+vR69V++aQ/8+R4mMROQ97PkhIp8yY8YMFBQUoLS0FL/88gsyMzMRGBiIlpYWHD16FLt27cKCBQsgSRLWr1+P0tJSZGVlwWw2w2az4dixY3j22Wcf+wytVouKigq89tprmDRpEvLz8xEdHY1Lly7hwoULOH78OADAZDIBAFavXo25c+ciICAAOTk5imQkIi9S+W0zIhqGel91P3fuXL/n5ObmCoPB0O/x/fv3C5PJJPR6vQgPDxcTJ04UxcXFoq2tTT6nu7tbfPrppyI6Olro9Xoxc+ZM0dzcLOLi4h77qnuv+vp6MWfOHBEeHi4MBoNISUkRe/bskY+7XC5RWFgoJEkSGo3G47X3wcxIRMrRCPFIXywRERHRMMc5P0RERORXWPwQERGRX2HxQ0RERH6FxQ8RERH5FRY/RERE5FdY/BAREZFfYfFDREREfoXFDxEREfkVFj9ERETkV1j8EBERkV9h8UNERER+hcUPERER+RUWP0RERORX/gHf4nqpizuTCgAAAABJRU5ErkJggg==\n" + }, + "metadata": {} + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + "CatBoost\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + } + ], + "source": [ + "classes = np.unique(y_test)\n", + "for name, model in models.items():\n", + " print(f\"\\n{name}\")\n", + " X = df.drop(\"fruit_name\", axis=1)\n", + " y = df[\"fruit_name\"]\n", + " X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + " y_pred = model.predict(X_test)\n", + " plot_confusion_matrix(y_test, y_pred, classes, title=name)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "582eec60-8a94-4068-93a4-6d03524bca1c", + "metadata": { + "id": "582eec60-8a94-4068-93a4-6d03524bca1c", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 507 + }, + "outputId": "f18417ee-88e3-42a7-e149-9b14d1849dbb" + }, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": "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\n" + }, + "metadata": {} + } + ], + "source": [ + "plot_confusion_matrix(y_test_log, y_pred_my_log, classes,title = 'MyLogReg')" + ] + }, + { + "cell_type": "markdown", + "id": "b28cf05c-b565-4b8f-92ac-b90ada440d90", + "metadata": { + "id": "b28cf05c-b565-4b8f-92ac-b90ada440d90" + }, + "source": [ + "В рамках работы были обучены и сравнены несколько моделей классификации для задачи определения фруктов: Decision Tree, Random Forest, Gradient Boosting, CatBoost, а также собственная реализация логистической регрессии.\n", + "\n", + "Для всех моделей была проведена единая предобработка данных с помощью ColumnTransformer, включающая стандартизацию числовых признаков и кодирование категориальных. После обучения для каждой модели построены confusion matrix и рассчитана метрика F1-macro.\n", + "\n", + "Результаты показали, что все модели достигли идеальной точности на тестовой выборке (F1-macro = 1.0). Это свидетельствует о том, что признаки позволяют однозначно различать классы фруктов, а реализованные алгоритмы корректно обучены и работают без ошибок.\n", + "\n", + "Собственная реализация логистической регрессии также продемонстрировала сопоставимые результаты с готовыми моделями из scikit-learn, что подтверждает корректность метода градиентного спуска и мультиклассовой реализации OvR.\n", + "\n", + "Таким образом, можно заключить, что:\n", + "\n", + "*Все рассмотренные модели подходят для данной задачи.\n", + "\n", + "*Собственная реализация логистической регрессии успешно справляется с классификацией и может использоваться для аналогичных задач.\n", + "\n", + "*Предварительная обработка данных и правильное разделение на обучающую и тестовую выборки обеспечивают корректное сравнение моделей." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.18" + }, + "colab": { + "provenance": [] + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}