diff --git a/.gitignore b/.gitignore
index 1123582..3061670 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,4 @@ docs
inst/doc
/data
/temporary-scripts
+/cache
diff --git a/CLAUDE.md b/CLAUDE.md
deleted file mode 100644
index 652e077..0000000
--- a/CLAUDE.md
+++ /dev/null
@@ -1,27 +0,0 @@
-# climateapi Package Development Notes
-
-## Performance-Critical Functions
-
-The following functions rely on large input datasets and are slow. Speed optimizations using `duckplyr`, `parquet`, `arrow`, and `tidytable` are critical for these functions:
-
-- `get_ihp_registrations()` - IHP registration data can be very large (millions of records)
-- `get_nfip_policies()` - NFIP policy data exceeds 80 million records nationally
-- `get_nfip_claims()` - NFIP claims data exceeds 2 million records
-
-### Testing Strategy for Large-Data Functions
-
-Tests for these functions load data once at the top of the test file and reuse that object for all success tests. This avoids repeated I/O during test runs. Validation tests (expected to fail) call the function directly without using the cached data object.
-
-### Performance Considerations
-
-When modifying these functions:
-- Prefer `arrow::read_parquet()` over CSV reads
-- Use `tidytable` or `dtplyr` for grouped operations on large data
-- Avoid loading full datasets into memory when filtering is possible
-- Consider chunked processing for extremely large files
-
-## Testing Philosophy
-
-**Do not create skip functions for unavailable dependencies.** If a test requires a package (like `tidycensus`) or a resource (like Box), that dependency should be available when tests run. If something is missing, that's a real problem to fix, not work around with skip logic.
-
-The only acceptable skip pattern is for tests that require external data sources that legitimately may not be configured in all environments (e.g., Box path for large data files). Even then, the validation and signature tests should still run.
diff --git a/DESCRIPTION b/DESCRIPTION
index af6be4a..5d18abb 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -31,6 +31,7 @@ Imports:
ggplot2,
ipumsr,
janitor,
+ jsonlite,
lehdr,
lubridate,
magrittr,
diff --git a/NAMESPACE b/NAMESPACE
index 28858de..e642a47 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -2,6 +2,7 @@
export(cache_it)
export(convert_table_text_to_dataframe)
+export(download_openfema_datasets)
export(estimate_units_per_parcel)
export(estimate_zoning_envelope)
export(get_box_path)
@@ -28,6 +29,7 @@ export(get_system_username)
export(get_wildfire_burn_zones)
export(inflation_adjust)
export(interpolate_demographics)
+export(list_openfema_endpoints)
export(polygons_to_linestring)
export(qualtrics_define_missing)
export(qualtrics_format_metadata)
diff --git a/R/CLAUDE.md b/R/CLAUDE.md
deleted file mode 100644
index adfdcb1..0000000
--- a/R/CLAUDE.md
+++ /dev/null
@@ -1,7 +0,0 @@
-
-# Recent Activity
-
-
-
-*No recent activity*
-
\ No newline at end of file
diff --git a/R/download_openfema_datasets.R b/R/download_openfema_datasets.R
new file mode 100644
index 0000000..288bc31
--- /dev/null
+++ b/R/download_openfema_datasets.R
@@ -0,0 +1,183 @@
+#' @title List available OpenFEMA dataset endpoints
+#'
+#' @description Queries the OpenFEMA metadata API and returns a tibble of all
+#' available datasets with their names, versions, record counts, and download
+#' URLs by format.
+#'
+#' @returns A tibble with columns:
+#' \describe{
+#' \item{name}{The API endpoint name (e.g., "DisasterDeclarationsSummaries").}
+#' \item{title}{Human-readable dataset title.}
+#' \item{version}{API version number.}
+#' \item{record_count}{Number of records in the dataset.}
+#' \item{formats}{Comma-separated list of available download formats.}
+#' \item{url_parquet}{Download URL for parquet format (NA if unavailable).}
+#' \item{url_csv}{Download URL for CSV format (NA if unavailable).}
+#' }
+#'
+#' @export
+#'
+#' @examples
+#' \dontrun{
+#' endpoints <- list_openfema_endpoints()
+#' endpoints |> dplyr::filter(stringr::str_detect(name, "Nfip"))
+#' }
+list_openfema_endpoints <- function() {
+
+ metadata_url <- "https://www.fema.gov/api/open/v1/OpenFemaDataSets"
+ response <- jsonlite::fromJSON(metadata_url, simplifyDataFrame = FALSE)
+
+ records <- response[["OpenFemaDataSets"]]
+ if (is.null(records)) {
+ stop("Unexpected API response structure from OpenFEMA metadata endpoint.")
+ }
+
+ rows <- purrr::map(records, function(rec) {
+ dist <- rec[["distribution"]]
+ if (is.null(dist)) dist <- list()
+
+ format_urls <- purrr::map(dist, function(d) {
+ list(format = tolower(d[["format"]] %||% ""), url = d[["accessURL"]] %||% NA_character_)
+ })
+
+ all_formats <- purrr::map_chr(format_urls, "format")
+ get_url <- function(fmt) {
+ match <- purrr::keep(format_urls, ~ .x$format == fmt)
+ if (length(match) > 0) match[[1]]$url else NA_character_
+ }
+
+ tibble::tibble(
+ name = rec[["name"]] %||% NA_character_,
+ title = rec[["title"]] %||% NA_character_,
+ version = rec[["version"]] %||% NA_integer_,
+ record_count = rec[["recordCount"]] %||% NA_integer_,
+ formats = paste(all_formats, collapse = ", "),
+ url_parquet = get_url("parquet"),
+ url_csv = get_url("csv")
+ )
+ })
+
+ dplyr::bind_rows(rows)
+}
+
+
+#' @title Download full OpenFEMA datasets
+#'
+#' @description Downloads full data files for OpenFEMA API endpoints. Prefers
+#' parquet format, falling back to CSV. Uses the OpenFEMA metadata API to
+#' dynamically resolve download URLs.
+#'
+#' @param endpoints A character vector of dataset endpoint names (e.g.,
+#' `"DisasterDeclarationsSummaries"`). Use [list_openfema_endpoints()] to see
+#' available names. Default `NULL` downloads all endpoints.
+#' @param download_directory Directory path where files will be saved. Created if it does
+#' not exist. Defaults to `"."`.
+#' @param format_preference Character vector specifying format preference order.
+#' The first available format is used. Defaults to `c("parquet", "csv")`.
+#' @param overwrite Logical. If `FALSE` (default), skips files that already
+#' exist in `download_directory`.
+#'
+#' @returns A tibble summarizing the results with columns: `name`, `format`,
+#' `file_path`, `status` (one of "downloaded", "skipped", "failed", "no_format").
+#'
+#' @export
+#'
+#' @examples
+#' \dontrun{
+#' # Download a single small dataset
+#' download_openfema_datasets(
+#' endpoints = "DisasterDeclarationsSummaries",
+#' download_directory = "data/openfema")
+#'
+#' # Download all datasets
+#' download_openfema_datasets(download_directory = "data/openfema")
+#'
+#' # See what's available first
+#' list_openfema_endpoints()
+#' }
+download_openfema_datasets <- function(
+ endpoints = NULL,
+ download_directory = ".",
+ format_preference = c("parquet", "csv"),
+ overwrite = FALSE) {
+
+ metadata <- list_openfema_endpoints()
+
+ # Validate requested endpoints
+ if (!is.null(endpoints)) {
+ unknown <- setdiff(endpoints, metadata$name)
+ if (length(unknown) > 0) {
+ stop(
+ "Unknown endpoint(s): ", paste(unknown, collapse = ", "),
+ "\nUse list_openfema_endpoints() to see available names."
+ )
+ }
+ metadata <- metadata |> dplyr::filter(.data$name %in% endpoints)
+ }
+
+ if (!dir.exists(download_directory)) {
+ dir.create(download_directory, recursive = TRUE)
+ message("Created directory: ", download_directory)
+ }
+
+ # Process each dataset
+ results <- purrr::pmap(
+ list(metadata$name, metadata$url_parquet, metadata$url_csv, metadata$formats),
+ function(name, url_parquet, url_csv, formats) {
+
+ # Build lookup of format -> URL
+ url_lookup <- c(parquet = url_parquet, csv = url_csv)
+
+ # Pick best available format
+ chosen_format <- NA_character_
+ chosen_url <- NA_character_
+ for (fmt in format_preference) {
+ url_candidate <- url_lookup[[fmt]]
+ if (!is.na(url_candidate)) {
+ chosen_format <- fmt
+ chosen_url <- url_candidate
+ break
+ }
+ }
+
+ if (is.na(chosen_format)) {
+ message("[", name, "] No preferred format available (has: ", formats, "). Skipping.")
+ return(tibble::tibble(
+ name = name, format = NA_character_,
+ file_path = NA_character_, status = "no_format"
+ ))
+ }
+
+ date_stamp <- format(Sys.Date(), "%Y_%m_%d")
+ safe_name <- gsub("-", "_", name)
+ file_name <- paste0(safe_name, "_", date_stamp, ".", chosen_format)
+ file_path <- file.path(download_directory, file_name)
+
+ if (file.exists(file_path) && !overwrite) {
+ message("[", name, "] File already exists, skipping. Use overwrite = TRUE to re-download.")
+ return(tibble::tibble(
+ name = name, format = chosen_format,
+ file_path = file_path, status = "skipped"
+ ))
+ }
+
+ message("[", name, "] Downloading ", chosen_format, " from: ", chosen_url)
+ old_timeout <- getOption("timeout")
+ on.exit(options(timeout = old_timeout), add = TRUE)
+ options(timeout = 1200)
+ dl_result <- tryCatch({
+ utils::download.file(chosen_url, destfile = file_path, mode = "wb", quiet = FALSE)
+ "downloaded"
+ }, error = function(e) {
+ warning("[", name, "] Download failed: ", conditionMessage(e))
+ "failed"
+ })
+
+ tibble::tibble(
+ name = name, format = chosen_format,
+ file_path = file_path, status = dl_result)
+ }
+ )
+
+ dplyr::bind_rows(results)
+}
diff --git a/R/get_sba_loans.R b/R/get_sba_loans.R
index 5a7d0a0..f8fac58 100644
--- a/R/get_sba_loans.R
+++ b/R/get_sba_loans.R
@@ -1,5 +1,3 @@
-# Author: Will Curran-Groome
-
#' @importFrom magrittr %>%
#' @title Access SBA data on disaster loans
@@ -49,7 +47,7 @@ get_sba_loans = function() {
sba_eidl_declaration_number = dplyr::if_else(is.na(sba_eidl_declaration_number), sba_eidl_declaration, sba_eidl_declaration_number),
damaged_property_zip_code = dplyr::if_else(is.na(damaged_property_zip_code), damaged_property_zip, damaged_property_zip_code),
damaged_property_city_name = dplyr::if_else(is.na(damaged_property_city_name), damaged_property_city, damaged_property_city_name),
- damaged_property_state_code = dplyr::if_else(is.na(damaged_property_state_code), damaged_property_state, damaged_property_state_code),
+ damaged_property_state_abbreviation = dplyr::if_else(is.na(damaged_property_state_code), damaged_property_state, damaged_property_state_code),
total_approved_loan_amount = dplyr::if_else(is.na(total_approved_loan_amount), total_approved, total_approved_loan_amount),
approved_amount_real_estate = dplyr::if_else(is.na(approved_amount_real_estate), approved_amount_real, approved_amount_real_estate),
total_verified_loss = dplyr::if_else(is.na(total_verified_loss), total_verified, total_verified_loss)) %>%
@@ -77,7 +75,7 @@ get_sba_loans = function() {
sba_eidl_declaration_number = dplyr::if_else(is.na(sba_eidl_declaration_number), sba_eidl_declaration, sba_eidl_declaration_number),
damaged_property_zip_code = dplyr::if_else(is.na(damaged_property_zip_code), damaged_property_zip, damaged_property_zip_code),
damaged_property_city_name = dplyr::if_else(is.na(damaged_property_city_name), damaged_property_city, damaged_property_city_name),
- damaged_property_state_code = dplyr::if_else(is.na(damaged_property_state_code), damaged_property_state, damaged_property_state_code),
+ damaged_property_state_abbreviation = dplyr::if_else(is.na(damaged_property_state_code), damaged_property_state, damaged_property_state_code),
total_approved_loan_amount = dplyr::if_else(is.na(total_approved_loan_amount), total_approved, total_approved_loan_amount),
approved_amount_real_estate = dplyr::if_else(is.na(approved_amount_real_estate), approved_amount_real, approved_amount_real_estate),
total_verified_loss = dplyr::if_else(is.na(total_verified_loss), total_verified, total_verified_loss)) %>%
@@ -87,18 +85,40 @@ get_sba_loans = function() {
approved_amount_real)) %>%
dplyr::rename(
disaster_number_fema = fema_disaster_number,
+ disaster_number_sba = sba_disaster_number,
disaster_number_sba_physical = sba_physical_declaration_number,
disaster_number_sba_eidl = sba_eidl_declaration_number,
verified_loss_total = total_verified_loss,
approved_amount_total = total_approved_loan_amount)
result = dplyr::bind_rows(
- business_loans %>% dplyr::mutate(loan_type = "business"),
- home_loans %>% dplyr::mutate(loan_type = "residential")) %>%
- ## these are weird, meaningless records that are either embedded in the raw data
- ## or that are accidentally created as rows when data are read-in from file
- dplyr::filter(!stringr::str_detect(disaster_number_sba_physical, "Business Data Only|United States Small Business"))
-
+ business_loans %>% dplyr::mutate(loan_type = "business"),
+ home_loans %>% dplyr::mutate(loan_type = "residential")) %>%
+ suppressWarnings({dplyr::mutate(
+ ## state codes should be characters, not numbers (e.g., "AL")
+ damaged_property_state_code = dplyr::if_else(!is.na(as.numeric(damaged_property_state_code)), NA, damaged_property_state_code),
+ damaged_property_zip_code = dplyr::case_when(
+ ## sometimes these are represented as three digits in the raw data, but in PR, all zip codes are prefixed with "00", so padding is safe/correct
+ damaged_property_state_code == "PR" ~ stringr::str_pad(damaged_property_zip_code, width = 5, side = "left", pad = "0"),
+ ## in the raw data, these columns are transposed in some cases; as.numeric(city) should be NA if city is accurate, so this is safe
+ is.na(as.numeric(damaged_property_zip_code)) ~ as.numeric(damaged_property_city_name) %>% stringr::str_pad(width = 5, side = "left", pad = "0"),
+ TRUE ~ damaged_property_zip_code),
+ damaged_property_state_code = dplyr::case_when(
+ ## we infer state codes from disaster codes, where state codes are prefixed on the disaster number
+ is.na(damaged_property_state_code) & stringr::str_detect(sba_disaster_number, "^[A-Z]{2}-") ~ stringr::str_sub(sba_disaster_number, 1, 2),
+ is.na(damaged_property_state_code) & stringr::str_detect(disaster_number_fema, "^[A-Z]{2}-") ~ stringr::str_sub(disaster_number_fema, 1, 2),
+ ## another transposition issue; we only use the city name when it is two, uppercase characters
+ is.na(damaged_property_state_code) & stringr::str_detect(damaged_property_city_name, "^[A-Z]{2}$") ~ damaged_property_city_name,
+ TRUE ~ damaged_property_state_code),
+ damaged_property_city_name = dplyr::case_when(
+ ## yet another raw data transposition issue
+ stringr::str_detect(damaged_property_city_name, "^[A-Z]{2}$") & !stringr::str_detect(sba_disaster_number, "-") ~ sba_disaster_number,
+ TRUE ~ damaged_property_city_name))}) %>%
+ dplyr::filter(
+ ## these are weird, meaningless records that are either embedded in the raw data
+ ## or that are accidentally created as rows when data are read-in from file
+ !stringr::str_detect(disaster_number_sba_physical, "Business Data Only|United States Small Business|Home Data Only"))
+
return(result)
}
diff --git a/man/download_openfema_datasets.Rd b/man/download_openfema_datasets.Rd
new file mode 100644
index 0000000..7f2265e
--- /dev/null
+++ b/man/download_openfema_datasets.Rd
@@ -0,0 +1,50 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/download_openfema_datasets.R
+\name{download_openfema_datasets}
+\alias{download_openfema_datasets}
+\title{Download full OpenFEMA datasets}
+\usage{
+download_openfema_datasets(
+ endpoints = NULL,
+ download_directory = ".",
+ format_preference = c("parquet", "csv"),
+ overwrite = FALSE
+)
+}
+\arguments{
+\item{endpoints}{A character vector of dataset endpoint names (e.g.,
+\code{"DisasterDeclarationsSummaries"}). Use \code{\link[=list_openfema_endpoints]{list_openfema_endpoints()}} to see
+available names. Default \code{NULL} downloads all endpoints.}
+
+\item{download_directory}{Directory path where files will be saved. Created if it does
+not exist. Defaults to \code{"."}.}
+
+\item{format_preference}{Character vector specifying format preference order.
+The first available format is used. Defaults to \code{c("parquet", "csv")}.}
+
+\item{overwrite}{Logical. If \code{FALSE} (default), skips files that already
+exist in \code{download_directory}.}
+}
+\value{
+A tibble summarizing the results with columns: \code{name}, \code{format},
+\code{file_path}, \code{status} (one of "downloaded", "skipped", "failed", "no_format").
+}
+\description{
+Downloads full data files for OpenFEMA API endpoints. Prefers
+parquet format, falling back to CSV. Uses the OpenFEMA metadata API to
+dynamically resolve download URLs.
+}
+\examples{
+\dontrun{
+# Download a single small dataset
+download_openfema_datasets(
+ endpoints = "DisasterDeclarationsSummaries",
+ download_directory = "data/openfema")
+
+# Download all datasets
+download_openfema_datasets(download_directory = "data/openfema")
+
+# See what's available first
+list_openfema_endpoints()
+}
+}
diff --git a/man/list_openfema_endpoints.Rd b/man/list_openfema_endpoints.Rd
new file mode 100644
index 0000000..6dd904d
--- /dev/null
+++ b/man/list_openfema_endpoints.Rd
@@ -0,0 +1,31 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/download_openfema_datasets.R
+\name{list_openfema_endpoints}
+\alias{list_openfema_endpoints}
+\title{List available OpenFEMA dataset endpoints}
+\usage{
+list_openfema_endpoints()
+}
+\value{
+A tibble with columns:
+\describe{
+\item{name}{The API endpoint name (e.g., "DisasterDeclarationsSummaries").}
+\item{title}{Human-readable dataset title.}
+\item{version}{API version number.}
+\item{record_count}{Number of records in the dataset.}
+\item{formats}{Comma-separated list of available download formats.}
+\item{url_parquet}{Download URL for parquet format (NA if unavailable).}
+\item{url_csv}{Download URL for CSV format (NA if unavailable).}
+}
+}
+\description{
+Queries the OpenFEMA metadata API and returns a tibble of all
+available datasets with their names, versions, record counts, and download
+URLs by format.
+}
+\examples{
+\dontrun{
+endpoints <- list_openfema_endpoints()
+endpoints |> dplyr::filter(stringr::str_detect(name, "Nfip"))
+}
+}
diff --git a/renv.lock b/renv.lock
index 9f46d9e..98da03a 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,6343 +1,6254 @@
-{
- "R": {
- "Version": "4.5.1",
- "Repositories": [
- {
- "Name": "CRAN",
- "URL": "https://cran.rstudio.com"
- }
- ]
- },
- "Packages": {
- "BH": {
- "Package": "BH",
- "Version": "1.90.0-1",
- "Source": "Repository",
- "Type": "Package",
- "Title": "Boost C++ Header Files",
- "Date": "2025-12-13",
- "Authors@R": "c(person(\"Dirk\", \"Eddelbuettel\", role = c(\"aut\", \"cre\"), email = \"edd@debian.org\", comment = c(ORCID = \"0000-0001-6419-907X\")), person(\"John W.\", \"Emerson\", role = \"aut\"), person(\"Michael J.\", \"Kane\", role = \"aut\", comment = c(ORCID = \"0000-0003-1899-6662\")))",
- "Description": "Boost provides free peer-reviewed portable C++ source libraries. A large part of Boost is provided as C++ template code which is resolved entirely at compile-time without linking. This package aims to provide the most useful subset of Boost libraries for template use among CRAN packages. By placing these libraries in this package, we offer a more efficient distribution system for CRAN as replication of this code in the sources of other packages is avoided. As of release 1.84.0-0, the following Boost libraries are included: 'accumulators' 'algorithm' 'align' 'any' 'atomic' 'beast' 'bimap' 'bind' 'circular_buffer' 'compute' 'concept' 'config' 'container' 'date_time' 'detail' 'dynamic_bitset' 'exception' 'flyweight' 'foreach' 'functional' 'fusion' 'geometry' 'graph' 'heap' 'icl' 'integer' 'interprocess' 'intrusive' 'io' 'iostreams' 'iterator' 'lambda2' 'math' 'move' 'mp11' 'mpl' 'multiprecision' 'numeric' 'pending' 'phoenix' 'polygon' 'preprocessor' 'process' 'propery_tree' 'qvm' 'random' 'range' 'scope_exit' 'smart_ptr' 'sort' 'spirit' 'tuple' 'type_traits' 'typeof' 'unordered' 'url' 'utility' 'uuid'.",
- "License": "BSL-1.0",
- "URL": "https://github.com/eddelbuettel/bh, https://dirk.eddelbuettel.com/code/bh.html",
- "BugReports": "https://github.com/eddelbuettel/bh/issues",
- "NeedsCompilation": "no",
- "Author": "Dirk Eddelbuettel [aut, cre] (ORCID: ), John W. Emerson [aut], Michael J. Kane [aut] (ORCID: )",
- "Maintainer": "Dirk Eddelbuettel ",
- "Repository": "CRAN"
- },
- "DBI": {
- "Package": "DBI",
- "Version": "1.2.3",
- "Source": "Repository",
- "Title": "R Database Interface",
- "Date": "2024-06-02",
- "Authors@R": "c( person(\"R Special Interest Group on Databases (R-SIG-DB)\", role = \"aut\"), person(\"Hadley\", \"Wickham\", role = \"aut\"), person(\"Kirill\", \"Müller\", , \"kirill@cynkra.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-1416-3412\")), person(\"R Consortium\", role = \"fnd\") )",
- "Description": "A database interface definition for communication between R and relational database management systems. All classes in this package are virtual and need to be extended by the various R/DBMS implementations.",
- "License": "LGPL (>= 2.1)",
- "URL": "https://dbi.r-dbi.org, https://github.com/r-dbi/DBI",
- "BugReports": "https://github.com/r-dbi/DBI/issues",
- "Depends": [
- "methods",
- "R (>= 3.0.0)"
- ],
- "Suggests": [
- "arrow",
- "blob",
- "covr",
- "DBItest",
- "dbplyr",
- "downlit",
- "dplyr",
- "glue",
- "hms",
- "knitr",
- "magrittr",
- "nanoarrow (>= 0.3.0.1)",
- "RMariaDB",
- "rmarkdown",
- "rprojroot",
- "RSQLite (>= 1.1-2)",
- "testthat (>= 3.0.0)",
- "vctrs",
- "xml2"
- ],
- "VignetteBuilder": "knitr",
- "Config/autostyle/scope": "line_breaks",
- "Config/autostyle/strict": "false",
- "Config/Needs/check": "r-dbi/DBItest",
- "Encoding": "UTF-8",
- "RoxygenNote": "7.3.1",
- "Config/Needs/website": "r-dbi/DBItest, r-dbi/dbitemplate, adbi, AzureKusto, bigrquery, DatabaseConnector, dittodb, duckdb, implyr, lazysf, odbc, pool, RAthena, IMSMWU/RClickhouse, RH2, RJDBC, RMariaDB, RMySQL, RPostgres, RPostgreSQL, RPresto, RSQLite, sergeant, sparklyr, withr",
- "Config/testthat/edition": "3",
- "NeedsCompilation": "no",
- "Author": "R Special Interest Group on Databases (R-SIG-DB) [aut], Hadley Wickham [aut], Kirill Müller [aut, cre] (), R Consortium [fnd]",
- "Maintainer": "Kirill Müller ",
- "Repository": "CRAN"
- },
- "KernSmooth": {
- "Package": "KernSmooth",
- "Version": "2.23-26",
- "Source": "Repository",
- "Priority": "recommended",
- "Date": "2024-12-10",
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- "Description": "An easy way to work with census, survey, and geographic data provided by IPUMS in R. Generate and download data through the IPUMS API and load IPUMS files into R with their associated metadata to make analysis easier. IPUMS data describing 1.4 billion individuals drawn from over 750 censuses and surveys is available free of charge from the IPUMS website .",
- "License": "Mozilla Public License 2.0",
- "URL": "https://tech.popdata.org/ipumsr/, https://github.com/ipums/ipumsr, https://www.ipums.org",
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- "Description": "A fast C++ implementation to generate contour lines (isolines) and contour polygons (isobands) from regularly spaced grids containing elevation data.",
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- "Description": "Obtain any major version of 'jQuery' () and use it in any webpage generated by 'htmltools' (e.g. 'shiny', 'htmlwidgets', and 'rmarkdown'). Most R users don't need to use this package directly, but other R packages (e.g. 'shiny', 'rmarkdown', etc.) depend on this package to avoid bundling redundant copies of 'jQuery'.",
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- "Author": "Carson Sievert [aut, cre] (), Joe Cheng [aut], RStudio [cph], jQuery Foundation [cph] (jQuery library and jQuery UI library), jQuery contributors [ctb, cph] (jQuery library; authors listed in inst/lib/jquery-AUTHORS.txt)",
- "Maintainer": "Carson Sievert ",
- "Repository": "CRAN"
- },
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- "Source": "Repository",
- "Title": "A Simple and Robust JSON Parser and Generator for R",
- "License": "MIT + file LICENSE",
- "Depends": [
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- ],
- "Authors@R": "c( person(\"Jeroen\", \"Ooms\", role = c(\"aut\", \"cre\"), email = \"jeroenooms@gmail.com\", comment = c(ORCID = \"0000-0002-4035-0289\")), person(\"Duncan\", \"Temple Lang\", role = \"ctb\"), person(\"Lloyd\", \"Hilaiel\", role = \"cph\", comment=\"author of bundled libyajl\"))",
- "URL": "https://jeroen.r-universe.dev/jsonlite https://arxiv.org/abs/1403.2805",
- "BugReports": "https://github.com/jeroen/jsonlite/issues",
- "Maintainer": "Jeroen Ooms ",
- "VignetteBuilder": "knitr, R.rsp",
- "Description": "A reasonably fast JSON parser and generator, optimized for statistical data and the web. Offers simple, flexible tools for working with JSON in R, and is particularly powerful for building pipelines and interacting with a web API. The implementation is based on the mapping described in the vignette (Ooms, 2014). In addition to converting JSON data from/to R objects, 'jsonlite' contains functions to stream, validate, and prettify JSON data. The unit tests included with the package verify that all edge cases are encoded and decoded consistently for use with dynamic data in systems and applications.",
- "Suggests": [
- "httr",
- "vctrs",
- "testthat",
- "knitr",
- "rmarkdown",
- "R.rsp",
- "sf"
- ],
- "RoxygenNote": "7.3.2",
- "Encoding": "UTF-8",
- "NeedsCompilation": "yes",
- "Author": "Jeroen Ooms [aut, cre] (), Duncan Temple Lang [ctb], Lloyd Hilaiel [cph] (author of bundled libyajl)",
- "Repository": "CRAN"
- },
- "knitr": {
- "Package": "knitr",
- "Version": "1.51",
- "Source": "Repository",
- "Type": "Package",
- "Title": "A General-Purpose Package for Dynamic Report Generation in R",
- "Authors@R": "c( person(\"Yihui\", \"Xie\", role = c(\"aut\", \"cre\"), email = \"xie@yihui.name\", comment = c(ORCID = \"0000-0003-0645-5666\", URL = \"https://yihui.org\")), person(\"Abhraneel\", \"Sarma\", role = \"ctb\"), person(\"Adam\", \"Vogt\", role = \"ctb\"), person(\"Alastair\", \"Andrew\", role = \"ctb\"), person(\"Alex\", \"Zvoleff\", role = \"ctb\"), person(\"Amar\", \"Al-Zubaidi\", role = \"ctb\"), person(\"Andre\", \"Simon\", role = \"ctb\", comment = \"the CSS files under inst/themes/ were derived from the Highlight package http://www.andre-simon.de\"), person(\"Aron\", \"Atkins\", role = \"ctb\"), person(\"Aaron\", \"Wolen\", role = \"ctb\"), person(\"Ashley\", \"Manton\", role = \"ctb\"), person(\"Atsushi\", \"Yasumoto\", role = \"ctb\", comment = c(ORCID = \"0000-0002-8335-495X\")), person(\"Ben\", \"Baumer\", role = \"ctb\"), person(\"Brian\", \"Diggs\", role = \"ctb\"), person(\"Brian\", \"Zhang\", role = \"ctb\"), person(\"Bulat\", \"Yapparov\", role = \"ctb\"), person(\"Cassio\", \"Pereira\", role = \"ctb\"), person(\"Christophe\", \"Dervieux\", role = \"ctb\"), person(\"David\", \"Hall\", role = \"ctb\"), person(\"David\", \"Hugh-Jones\", role = \"ctb\"), person(\"David\", \"Robinson\", role = \"ctb\"), person(\"Doug\", \"Hemken\", role = \"ctb\"), person(\"Duncan\", \"Murdoch\", role = \"ctb\"), person(\"Elio\", \"Campitelli\", role = \"ctb\"), person(\"Ellis\", \"Hughes\", role = \"ctb\"), person(\"Emily\", \"Riederer\", role = \"ctb\"), person(\"Fabian\", \"Hirschmann\", role = \"ctb\"), person(\"Fitch\", \"Simeon\", role = \"ctb\"), person(\"Forest\", \"Fang\", role = \"ctb\"), person(c(\"Frank\", \"E\", \"Harrell\", \"Jr\"), role = \"ctb\", comment = \"the Sweavel package at inst/misc/Sweavel.sty\"), person(\"Garrick\", \"Aden-Buie\", role = \"ctb\"), person(\"Gregoire\", \"Detrez\", role = \"ctb\"), person(\"Hadley\", \"Wickham\", role = \"ctb\"), person(\"Hao\", \"Zhu\", role = \"ctb\"), person(\"Heewon\", \"Jeon\", role = \"ctb\"), person(\"Henrik\", \"Bengtsson\", role = \"ctb\"), person(\"Hiroaki\", \"Yutani\", role = \"ctb\"), person(\"Ian\", \"Lyttle\", role = \"ctb\"), person(\"Hodges\", \"Daniel\", role = \"ctb\"), person(\"Jacob\", \"Bien\", role = \"ctb\"), person(\"Jake\", \"Burkhead\", role = \"ctb\"), person(\"James\", \"Manton\", role = \"ctb\"), person(\"Jared\", \"Lander\", role = \"ctb\"), person(\"Jason\", \"Punyon\", role = \"ctb\"), person(\"Javier\", \"Luraschi\", role = \"ctb\"), person(\"Jeff\", \"Arnold\", role = \"ctb\"), person(\"Jenny\", \"Bryan\", role = \"ctb\"), person(\"Jeremy\", \"Ashkenas\", role = c(\"ctb\", \"cph\"), comment = \"the CSS file at inst/misc/docco-classic.css\"), person(\"Jeremy\", \"Stephens\", role = \"ctb\"), person(\"Jim\", \"Hester\", role = \"ctb\"), person(\"Joe\", \"Cheng\", role = \"ctb\"), person(\"Johannes\", \"Ranke\", role = \"ctb\"), person(\"John\", \"Honaker\", role = \"ctb\"), person(\"John\", \"Muschelli\", role = \"ctb\"), person(\"Jonathan\", \"Keane\", role = \"ctb\"), person(\"JJ\", \"Allaire\", role = \"ctb\"), person(\"Johan\", \"Toloe\", role = \"ctb\"), person(\"Jonathan\", \"Sidi\", role = \"ctb\"), person(\"Joseph\", \"Larmarange\", role = \"ctb\"), person(\"Julien\", \"Barnier\", role = \"ctb\"), person(\"Kaiyin\", \"Zhong\", role = \"ctb\"), person(\"Kamil\", \"Slowikowski\", role = \"ctb\"), person(\"Karl\", \"Forner\", role = \"ctb\"), person(c(\"Kevin\", \"K.\"), \"Smith\", role = \"ctb\"), person(\"Kirill\", \"Mueller\", role = \"ctb\"), person(\"Kohske\", \"Takahashi\", role = \"ctb\"), person(\"Lorenz\", \"Walthert\", role = \"ctb\"), person(\"Lucas\", \"Gallindo\", role = \"ctb\"), person(\"Marius\", \"Hofert\", role = \"ctb\"), person(\"Martin\", \"Modrák\", role = \"ctb\"), person(\"Michael\", \"Chirico\", role = \"ctb\"), person(\"Michael\", \"Friendly\", role = \"ctb\"), person(\"Michal\", \"Bojanowski\", role = \"ctb\"), person(\"Michel\", \"Kuhlmann\", role = \"ctb\"), person(\"Miller\", \"Patrick\", role = \"ctb\"), person(\"Nacho\", \"Caballero\", role = \"ctb\"), person(\"Nick\", \"Salkowski\", role = \"ctb\"), person(\"Niels Richard\", \"Hansen\", role = \"ctb\"), person(\"Noam\", \"Ross\", role = \"ctb\"), person(\"Obada\", \"Mahdi\", role = \"ctb\"), person(\"Pavel N.\", \"Krivitsky\", role = \"ctb\", comment=c(ORCID = \"0000-0002-9101-3362\")), person(\"Pedro\", \"Faria\", role = \"ctb\"), person(\"Qiang\", \"Li\", role = \"ctb\"), person(\"Ramnath\", \"Vaidyanathan\", role = \"ctb\"), person(\"Richard\", \"Cotton\", role = \"ctb\"), person(\"Robert\", \"Krzyzanowski\", role = \"ctb\"), person(\"Rodrigo\", \"Copetti\", role = \"ctb\"), person(\"Romain\", \"Francois\", role = \"ctb\"), person(\"Ruaridh\", \"Williamson\", role = \"ctb\"), person(\"Sagiru\", \"Mati\", role = \"ctb\", comment = c(ORCID = \"0000-0003-1413-3974\")), person(\"Scott\", \"Kostyshak\", role = \"ctb\"), person(\"Sebastian\", \"Meyer\", role = \"ctb\"), person(\"Sietse\", \"Brouwer\", role = \"ctb\"), person(c(\"Simon\", \"de\"), \"Bernard\", role = \"ctb\"), person(\"Sylvain\", \"Rousseau\", role = \"ctb\"), person(\"Taiyun\", \"Wei\", role = \"ctb\"), person(\"Thibaut\", \"Assus\", role = \"ctb\"), person(\"Thibaut\", \"Lamadon\", role = \"ctb\"), person(\"Thomas\", \"Leeper\", role = \"ctb\"), person(\"Tim\", \"Mastny\", role = \"ctb\"), person(\"Tom\", \"Torsney-Weir\", role = \"ctb\"), person(\"Trevor\", \"Davis\", role = \"ctb\"), person(\"Viktoras\", \"Veitas\", role = \"ctb\"), person(\"Weicheng\", \"Zhu\", role = \"ctb\"), person(\"Wush\", \"Wu\", role = \"ctb\"), person(\"Zachary\", \"Foster\", role = \"ctb\"), person(\"Zhian N.\", \"Kamvar\", role = \"ctb\", comment = c(ORCID = \"0000-0003-1458-7108\")), person(given = \"Posit Software, PBC\", role = c(\"cph\", \"fnd\")) )",
- "Description": "Provides a general-purpose tool for dynamic report generation in R using Literate Programming techniques.",
- "Depends": [
- "R (>= 3.6.0)"
- ],
- "Imports": [
- "evaluate (>= 0.15)",
- "highr (>= 0.11)",
- "methods",
- "tools",
- "xfun (>= 0.52)",
- "yaml (>= 2.1.19)"
- ],
- "Suggests": [
- "bslib",
- "DBI (>= 0.4-1)",
- "digest",
- "formatR",
- "gifski",
- "gridSVG",
- "htmlwidgets (>= 0.7)",
- "jpeg",
- "JuliaCall (>= 0.11.1)",
- "magick",
- "litedown",
- "markdown (>= 1.3)",
- "otel",
- "otelsdk",
- "png",
- "ragg",
- "reticulate (>= 1.4)",
- "rgl (>= 0.95.1201)",
- "rlang",
- "rmarkdown",
- "sass",
- "showtext",
- "styler (>= 1.2.0)",
- "targets (>= 0.6.0)",
- "testit",
- "tibble",
- "tikzDevice (>= 0.10)",
- "tinytex (>= 0.56)",
- "webshot",
- "rstudioapi",
- "svglite"
- ],
- "License": "GPL",
- "URL": "https://yihui.org/knitr/",
- "BugReports": "https://github.com/yihui/knitr/issues",
- "Encoding": "UTF-8",
- "VignetteBuilder": "litedown, knitr",
- "SystemRequirements": "Package vignettes based on R Markdown v2 or reStructuredText require Pandoc (http://pandoc.org). The function rst2pdf() requires rst2pdf (https://github.com/rst2pdf/rst2pdf).",
- "Collate": "'block.R' 'cache.R' 'citation.R' 'hooks-html.R' 'plot.R' 'utils.R' 'defaults.R' 'concordance.R' 'engine.R' 'highlight.R' 'themes.R' 'header.R' 'hooks-asciidoc.R' 'hooks-chunk.R' 'hooks-extra.R' 'hooks-latex.R' 'hooks-md.R' 'hooks-rst.R' 'hooks-textile.R' 'hooks.R' 'otel.R' 'output.R' 'package.R' 'pandoc.R' 'params.R' 'parser.R' 'pattern.R' 'rocco.R' 'spin.R' 'table.R' 'template.R' 'utils-conversion.R' 'utils-rd2html.R' 'utils-string.R' 'utils-sweave.R' 'utils-upload.R' 'utils-vignettes.R' 'zzz.R'",
- "RoxygenNote": "7.3.3",
- "NeedsCompilation": "no",
- "Author": "Yihui Xie [aut, cre] (ORCID: