diff --git a/.gitignore b/.gitignore index 1889071e..ac9351a3 100644 --- a/.gitignore +++ b/.gitignore @@ -8,3 +8,4 @@ dist .env .vscode coverage +debug.log diff --git a/chronograf-ui b/chronograf-ui new file mode 160000 index 00000000..e1de5936 --- /dev/null +++ b/chronograf-ui @@ -0,0 +1 @@ +Subproject commit e1de5936e5ba9f1c347b5f8d5c59e6d31d41e617 diff --git a/giraffe/README.md b/giraffe/README.md index 81c1df1b..5bdc42f8 100644 --- a/giraffe/README.md +++ b/giraffe/README.md @@ -474,6 +474,80 @@ Giraffe comes with utility functions. - **lowerColumnName**: _string. Optional._ A string indicating the shaded portion of each band that extends below the **mainColumnName** line. + + +- **CandlestickLayerConfig**: _Object_ Maximum one per ``. + All values (excluding **type**) are Optional and their defaults is defined by theme `GAUGE_MINI_THEME_BULLET_DARK` + + - **type**: _'candlestick'_. **Required**. + + Data: + - **xColumnKey**: _string_. defines which column of table is used for x coord + - **openColumnKey** , **highColumnKey** , **lowColumnKey** , **closeColumnKey**: _string_. columns of OHLC values + - **window**: _'detect' | number_. Defines how is data wise candle width on x. When value is `'detect'` window is selected as lowest distance between ohlc entries. If window is bigger than real distance between entries, more table rows can be merged into single candle _(all entries still will be shown in tooltip)_ + + Style + - **mode**: _'candles' | 'fence'_. Select if candle body is rectangle or lines + - **candlePadding**: _number_. Distance between candles. + + - **candleRaising** , **candleDecreasing** , **candleRaisingHover** , **candleDecreasingHover**: _CandleStyle_. style of single candles. Depending on candle raising/decreasing _(depends on close>open)_ and if candle is hovered. If **hover** property not present, then not hovered property is used. + + ***CandleStyle:*** + + | name | type | function | + | ---- | ---- | -------- | + | **bodyColor** | _hex color_ | Color applied on fill and stroke of body | + | **bodyFillOpacity** | _number_ | Fill opacity of body _(candle mode only)_. **0 >= value >= 1** | + | **bodyRounding** | _number_ | Rounding of body rect _(candle mode only)_ | + | **bodyStrokeWidth** | _number_ | Width of body rect/fence-lines | + | **shadowColor** | _hex color_ | Color of low/high lines | + | **shadowStrokeWidth** | _number_ | Width of low/high lines | + + **Precreated themes** + - `GAUGE_MINI_THEME_BULLET_DARK` + ``` + { + type: 'candlestick', + mode: 'candles', + + xColumnKey: '_time', + openColumnKey: 'open', + highColumnKey: 'high', + lowColumnKey: 'low', + closeColumnKey: 'close', + + window: 'detect', + + candlePadding: 10, + + candleRaising: { + bodyColor: InfluxColors.Krypton, + bodyFillOpacity: 1, + bodyRounding: 4, + bodyStrokeWidth: 2, + shadowColor: InfluxColors.Krypton, + shadowStrokeWidth: 2, + }, + candleRaisingHover: { + bodyFillOpacity: 0.9, + bodyStrokeWidth: 6, + shadowStrokeWidth: 6, + }, + candleDecreasing: { + bodyColor: InfluxColors.Curacao, + bodyFillOpacity: 0, + bodyRounding: 0, + bodyStrokeWidth: 2, + shadowColor: InfluxColors.Curacao, + shadowStrokeWidth: 2, + }, + candleDecreasingHover: { + bodyFillOpacity: 0.3, + bodyStrokeWidth: 6, + shadowStrokeWidth: 6, + }, + } + ``` - **ScatterLayerConfig**: _Object._ Maximum one per ``. Properties are: - **type**: _"scatter". **Required**._ Specifies that this LayerConfig and `` is a scatter plot. @@ -698,6 +772,191 @@ TableGraphLayerConfig uses the `fluxResponse` property from `config` as the data - **overflowDelta**: _number. Optional. Defaults to 0.03 when excluded._ This constant expresses how far past the gauge min or gauge max the needle should be drawn if the value for the needle is less than gauge min or greater than the gauge max. It is expressed as a fraction of the circumference of a circle, e.g. 0.5 means draw halfway around the gauge from the min or max value. + +- **GaugeMiniLayerConfig**: _Object._ Maximum one per ``. Properties are: + + All values (excluding **type**) are Optional and their defaults is defined by theme `GAUGE_MINI_THEME_BULLET_DARK` + + gauge mini creates one bar per unique __field_ value + + - **type**: _'gauge mini'. **Required**._ Specifies that this LayerConfig is a gauge mini layer. + + - **mode** _'progress' | 'bullet'._ + - `'bullet'` backgroud bar is colored and value bar has always secondary color + - `'progress'` value bar is colored and backgroud bar has always secondary color + + - **textMode** _'follow' | 'left'_ + - `'left'` text value will stay on _left_ side of bar + - `'follow'` text value will _follow_ width of value bar + + - **valueHeight** _number_ height of value bar + + - **gaugeHeight** _number_ hegiht of backgroud bar + + - **valueRounding** _number_ rounding of value bar corners + + - **gaugeRounding** _number_ rounding of backgroud bar corners + + - **barPaddings** _number_ vertical distance between bars, axes and label + + - **sidePaddings** _number_ empty space on left/right of the bar + + - **oveflowFraction** _number_ fraction number defining how much can value bar go outside of background bar. e.g. with `oveflowFraction: .1` will value bar have max length 110% of background bar for max value and will have 10% length to the left from background bar for minimal value. + + - **gaugeColors** _types based on used style_ + - giraffe style _Color[]_ An array of objects that defines the colors of the Gauge. Each object has the following properties. + + - **id**: _string. **Required**._ The id for this color. Should be unique within the **gaugeColors** array. + + - **type**: _'min' | 'max' | 'threshold'. **Required**._ The type of value associated with this color. _'min'_ type comes first, _'max'_ type comes last, and _'threshold'_ types are in between _'min'_ and _'max'_. **gaugeColors** must contain at least one _'min'_ type and one _'max'_ type for the Gauge-mini to have color. Only the first _'min'_ and first _'max'_ in the array are recognized for each of their respective types. The color will change as a gradient if the **gaugeColors** array contains no 'threshold' that means gradient background bar for 'bullet' mode and continuous value bar color change for 'progress' mode. The color will be segmented if any _'threshold'_ types are included in the **gaugeColors** array that means step color change background bar for 'bullet' mode and fixed color of value bar based on value change for 'progress' mode. + + - **hex**: _string. **Required**._ The [_color hex_](https://www.color-hex.com/) string for this color. + + - **name**: _string. **Required**._ For descriptive purposes only. The name given to this color. + + - **value**: _number. **Required**._ The starting gauge value associated with this color. + - mini gauge style: _{min; max; thresholds; }_ + - _ColorHexValue_ is _{ value: number; hex: string; }_ where hex is [_color hex_](https://www.color-hex.com/) adn value is where color is applied. + - **min** _ColorHexValue_ **Required** is minimaln value of gauge + - **max** _ColorHexValue_ **Required** is maximaln value of gauge + - **thresholds** _ColorHexValue[]_ is thresholds of gauge. The color will change as a gradient if no thresholds present, that means gradient background bar for 'bullet' mode and continuous value bar color change for 'progress' mode. The color will be segmented one or more thresholds present, that means step color change background bar for 'bullet' mode and fixed color of value bar based on value change for 'progress' mode. + + - **colorSecondary** _string_ Secondary color used for value bar in 'bullet' mode or for background bar in 'progress' mode + + Main label + - **labelMain** _string_ Main label text. + + - **labelMainFontSize** _number_ Main label font size. + + - **labelMainFontColor** _string_ Main label color. + + Bar labels + - **labelBarsEnabled** _boolean_ Bar labels shown if true + + - **labelBarsFontSize** _number_ Bar labels font size + + - **labelBarsFontColor** _string_ Bar labels font color + + Text value + - **valuePadding** _number_ Padding on sides of text (distance from value bar start/end) + + - **valueFontSize** _number_ Text value font size + + - **valueFontColorInside** _string_ Text value color when value bar is behind the text + + - **valueFontColorOutside** _string_ Text value color when value bar is not behind the text + + Axes + - **axesSteps** _number | 'thresholds' | undefined | number[]_ Defines where to show axes: + - _number_ number of how many evenly distributed axes values will be shown between min and max value. Only min and max value will be shown when `axesSteps: 0` + - _'thresholds'_ axes values will be shown at threshold values. + - _undefined_ axes will not show. + - _number[]_ shows axes at given fixed values + + - **axesFontSize** _number_ Axes values font size + + - **axesFontColor** _string_ Color of axes values and axes lines + + - Formaters **valueFormater** and **axesFormater** _(value: number) => string_ or _FormatStatValueOptions_ + - How will be text value on bar and axes values formated. + - _FormatStatValueOptions_ + - **prefix**: _string. Optional._ The text that appears before the gauge value. Use an empty string if no text is preferred. + + - **suffix**: _string. Optional._ The text that appears after the gauge value. Use an empty string if no text is preferred. + + - **decimalPlaces**: _Object. Optional._ + + - **isEnforced**: _boolean. Optional. Defaults to false when not included._ Indicates whether the number of decimal places ("**digits**") will be enforced. When **isEnforced** is falsy or omitted, **digits** will be locked to 2 for stat values with a decimal and 0 for stat values that are integers, and the **digits** option will be ignored. + - **digits**: _number. Optional. Defaults to 0 when not included. Maximum 10._ When **digits** is a non-integer number, the decimal portion is ignored. Represents the number of decimal places to display in the stat value. Displayed stat value is subject to rounding. + - example ```valueFormater: (num: number) => `${((num || 0) * 100).toFixed(0)}%` ``` for _value=0.23213_ will show text value _23%_. + + **Precreated themes** + - `GAUGE_MINI_THEME_BULLET_DARK` + ``` + { + type: 'gauge mini', + mode: 'bullet', + textMode: 'follow', + + valueHeight: 18, + gaugeHeight: 25, + valueRounding: 2, + gaugeRounding: 3, + barPaddings: 5, + sidePaddings: 20, + oveflowFraction: .03, + + gaugeMiniColors: [ + {value: 0, type: 'min', hex: InfluxColors.Krypton}, + {value: 50, type: 'threshold', hex: InfluxColors.Sulfur}, + {value: 75, type: 'threshold', hex: InfluxColors.Topaz}, + {value: 100, type: 'max', hex: InfluxColors.Topaz}, + ] as Color[], + colorSecondary: InfluxColors.Kevlar, + + labelMain: '', + labelMainFontSize: 13, + labelMainFontColor: InfluxColors.Ghost, + + labelBarsEnabled: false, + labelBarsFontSize: 11, + labelBarsFontColor: InfluxColors.Forge, + + valuePadding: 5, + valueFontSize: 12, + valueFontColorOutside: InfluxColors.Raven, + valueFontColorInside: InfluxColors.Cloud, + valueFormater: {}, + + axesSteps: 'thresholds', + axesFontSize: 11, + axesFontColor: InfluxColors.Forge, + axesFormater: {}, + } + ``` + - `GAUGE_MINI_THEME_PROGRESS_DARK` + ``` + { + type: 'gauge mini', + mode: 'progress', + textMode: 'follow', + + valueHeight: 20, + gaugeHeight: 20, + valueRounding: 3, + gaugeRounding: 3, + barPaddings: 5, + sidePaddings: 20, + oveflowFraction: .03, + + gaugeMiniColors: [ + {value: 0, type: 'min', hex: InfluxColors.Krypton}, + {value: 100, type: 'max', hex: InfluxColors.Topaz}, + ] as Color[], + colorSecondary: InfluxColors.Kevlar, + + labelMain: '', + labelMainFontSize: 13, + labelMainFontColor: InfluxColors.Ghost, + + labelBarsEnabled: false, + labelBarsFontSize: 11, + labelBarsFontColor: InfluxColors.Forge, + + valuePadding: 5, + valueFontSize: 18, + valueFontColorInside: InfluxColors.Raven, + valueFontColorOutside: InfluxColors.Cloud, + valueFormater: {}, + + axesSteps: undefined as any, + axesFontSize: 11, + axesFontColor: InfluxColors.Forge, + axesFormater: {}, + } + ``` + + - **SingleStatLayerConfig**: _Object._ No limit but generally one per ``. Using more than one requires additional styling through configuration and is not recommended.
A Single Stat layer is a pre-defined custom layer that displays a single value on top of any other plot type, or by itself, but usually displayed on top of (single) line graphs. The displayed value is the latest value by timestamp. If more than one value has the latest timestamp, then the first value in the [table](#data-properties) with the latest timestamp will be displayed. Currently, there is no guarantee which value will be considered the first value when there are multiple values with the same timestamp. diff --git a/giraffe/src/components/CandlestickHoverTooltipLayer.tsx b/giraffe/src/components/CandlestickHoverTooltipLayer.tsx new file mode 100644 index 00000000..d47a2171 --- /dev/null +++ b/giraffe/src/components/CandlestickHoverTooltipLayer.tsx @@ -0,0 +1,91 @@ +import React, {FunctionComponent} from 'react' + +import {Tooltip} from './Tooltip' +import {CandlestickLayerProps} from './CandlestickLayer' +import {TooltipData} from '../types' +import {OHLCResultEntry} from '../utils/ohlc' + +const createCheckMouseBounding = ({ + height, + width, +}: { + width: number + height: number +}) => ({hoverX, hoverY}: {hoverX: number; hoverY: number}) => + hoverX !== undefined && + hoverX !== null && + hoverX >= 0 && + hoverX < width && + hoverY !== undefined && + hoverY !== null && + hoverY >= 0 && + hoverY < height + +const getCandlestickHoveredValue = ( + props: CandlestickLayerProps +): OHLCResultEntry | undefined => { + const checkMouseBounding = createCheckMouseBounding(props) + + if (!checkMouseBounding(props)) { + return null + } + + const { + xScale, + hoverX, + spec: {calculatedWindow, values}, + } = props + + const xIndex = + Math.round(xScale.invert(hoverX) / calculatedWindow - 0.5) * + calculatedWindow + + return values.find(x => x.windowStart === xIndex) +} + +export const candlestickGetHoveredValueEntry = getCandlestickHoveredValue + +export const CandlestickHoverTooltipLayer: FunctionComponent = props => { + const { + plotConfig, + spec: {table}, + config: { + xColumnKey, + openColumnKey, + highColumnKey, + lowColumnKey, + closeColumnKey, + }, + columnFormatter, + value, + } = props + + const allKeys = [ + xColumnKey, + openColumnKey, + highColumnKey, + lowColumnKey, + closeColumnKey, + ] + + const tooltipData: TooltipData = allKeys + .map(key => ({ + key, + col: table.getColumn(key), + type: table.getColumnType(key), + formater: columnFormatter(key), + })) + .map(({key, col, formater, type}) => ({ + colors: [], + key, + name: key, + type, + values: value.entriesTableIndexes.map(i => formater(col[i])), + })) + + return +} + +CandlestickHoverTooltipLayer.displayName = 'ScatterHoverLayer' diff --git a/giraffe/src/components/CandlestickLayer.tsx b/giraffe/src/components/CandlestickLayer.tsx new file mode 100644 index 00000000..63e5dce4 --- /dev/null +++ b/giraffe/src/components/CandlestickLayer.tsx @@ -0,0 +1,222 @@ +import * as React from 'react' +import {FunctionComponent} from 'react' +import {CANDLESTICK_THEME_DARK} from '../constants/candlestickStyles' +import { + CandlestickLayerConfig, + CandlestickLayerSpec, + CandleStyle, + LayerProps, + Scale, +} from '../types' +import {OHLCResultEntry} from '../utils/ohlc' +import { + candlestickGetHoveredValueEntry, + CandlestickHoverTooltipLayer, +} from './CandlestickHoverTooltipLayer' + +interface CandleValue { + open: number + close: number + high: number + low: number +} + +export interface CandleProps { + config: CandlestickLayerConfig + candle: CandleValue + /** width of candle */ + width: number + yScale: Scale + hovered: boolean +} + +const Candle: React.FC = ({ + config, + candle, + yScale, + width, + hovered, +}) => { + const {close, high, low, open}: CandleValue = { + close: yScale(candle.close), + high: yScale(candle.high), + low: yScale(candle.low), + open: yScale(candle.open), + } + + const isRaise = open >= close + + const styleKey = isRaise ? 'candleRaising' : 'candleDecreasing' + const styleKeyHover = isRaise ? 'candleRaisingHover' : 'candleDecreasingHover' + + const style = { + ...CANDLESTICK_THEME_DARK[styleKey], + ...config[styleKey], + ...(hovered ? config[styleKeyHover] : {}), + } + + const { + bodyColor, + bodyFillOpacity, + bodyRounding, + bodyStrokeWidth, + shadowColor, + shadowStrokeWidth, + }: CandleStyle = style + + const height = Math.abs(open - close) + const y = Math.min(open, close) + + const centerY = width / 2 + + const body = + config.mode === 'candles' ? ( + + ) : ( + <> + + + + + ) + + const shadow = ( + <> + {candle.high > Math.max(candle.open, candle.close) && ( + + )} + {candle.low < Math.min(candle.open, candle.close) && ( + + )} + + ) + + return ( + <> + {body} + {shadow} + + ) +} + +export interface Props extends LayerProps { + config: CandlestickLayerConfig + spec: CandlestickLayerSpec +} + +export type CandlestickLayerProps = Props + +export const CandlestickLayer: FunctionComponent = props => { + const { + config: {candlePadding}, + config, + width, + height, + spec, + xScale, + yScale, + } = props + + const {values, calculatedWindow} = spec + + const candleWidth = + Math.round(Math.abs((xScale(0) - xScale(calculatedWindow)) * 100)) / 100 - + candlePadding + + const isCandleVisible = (candle: OHLCResultEntry) => { + const x = xScale(candle.windowStart) + // svg has inversed y drawing so lower value has higher svg coords + const yMax = yScale(candle.yRange[0]) + const yMin = yScale(candle.yRange[1]) + + return ( + x >= -candleWidth && + x <= width + candleWidth && + yMin <= height && + yMax >= 0 + ) + } + + const hoveredValue = candlestickGetHoveredValueEntry(props) + + return ( + <> + + {values.filter(isCandleVisible).map(({windowStart, value: candle}) => ( + <> + + + + + ))} + + {hoveredValue && ( + + )} + + ) +} diff --git a/giraffe/src/components/GaugeMini.tsx b/giraffe/src/components/GaugeMini.tsx new file mode 100644 index 00000000..843d9cc5 --- /dev/null +++ b/giraffe/src/components/GaugeMini.tsx @@ -0,0 +1,552 @@ +// Libraries +import React, {FunctionComponent, useRef, useEffect, useState} from 'react' +import {color as d3Color} from 'd3-color' +import {scaleLinear} from 'd3-scale' + +// Types +import {GaugeMiniColors, GaugeMiniLayerConfig} from '../types' +import {GroupedData} from './LatestMultipleValueTransform' + +import { + gaugeMiniNormalizeThemeMemoized, + GaugeMiniThemeNormalized, +} from '../utils/gaugeMiniThemeNormalize' + +interface Props { + width: number + height: number + values: GroupedData + theme: Required +} + +const barCssClass = 'gauge-mini-bar' + +//#region svg helpers + +type TSvgTextRectProps = { + onRectChanged?: (rect: DOMRect) => void +} & React.SVGProps + +/** + * Helper component that returns rect when children changes. Usefull for calculating text box size. + * !onRectChanged called only when children changes! + */ +export const SvgTextRect: React.FC = props => { + const {onRectChanged = () => {}} = props + + const textRef = useRef(null) + + useEffect(() => { + const rect = textRef.current?.getBBox() + if (!rect) { + return + } + + onRectChanged(rect) + }, [props.children, onRectChanged]) + + return ( + <> + + + ) +} + +/** + * Helper component for centering content. + * !Doesn't react on content size changed. Recententering is done manualy by changing refreshToken! + */ +const AutoCenterGroup: FunctionComponent<{ + enabled?: boolean + refreshToken?: number | string +} & React.SVGProps> = props => { + const {children, enabled = true, refreshToken = 0} = props + const ref = useRef(null) + + const [x, setX] = useState(0) + const [y, setY] = useState(0) + + useEffect(() => { + if (!enabled) { + setX(0) + setY(0) + return + } + + const g = ref.current + // we use this function because we want to know how much we are in negative direction + const box = g?.getBBox() + // we use this function because we want to have fixed parent width/height + const boxParent = ((g?.parentElement as any) as + | SVGGraphicsElement + | undefined)?.getBoundingClientRect() + + if (!box || !boxParent) { + return + } + + setX((boxParent.width - box.width) / 2 - box.x) + setY((boxParent.height - box.height) / 2 - box.y) + }, [refreshToken, enabled]) + + return ( + + {children} + + ) +} + +//#endregion svg helpers + +//#region subcomponents + +//#region types + +type BarBackgroundProps = { + theme: Required + colors: GaugeMiniColors + barWidth: number + getFrac: (x: number) => number + barCenter: number +} + +type BarValueProps = { + theme: Required + barValueWidth: number + colors: GaugeMiniColors + value: number + valueFracFixed: number + barCenter: number +} + +type TextProps = { + theme: Required + barValueWidth: number + colors: GaugeMiniColors + value: number +} + +type BarProps = { + value: number + theme: Required + barWidth: number + y: number + getFrac: (x: number) => number +} + +type AxesProps = { + theme: Required + barWidth: number + y: number + getFrac: (x: number) => number +} + +type BarSegment = { + start: number + end: number + hex: string +} + +//#endregion types + +const BarBackground: FunctionComponent = ({ + theme, + barWidth, + getFrac, + barCenter, +}) => { + const {gaugeHeight, mode, gaugeRounding, colors, colorSecondary} = theme + const {max, min, thresholds = []} = colors + + const y = barCenter - gaugeHeight / 2 + // todo: invalid HTML -> multiple same ID attribute possible + const roundingDefId = `rounded-bar-w-${barWidth}-h-${gaugeHeight}-r-${gaugeRounding}` + const gradientDefId = `gradient-${min.hex}-${max.hex}` + + const segments: BarSegment[] = [] + if (mode === 'bullet') { + // thresholds are already sorted by getColors + const allColors = [min, ...thresholds, max] + + for ( + let i = 0, start = 0, end = 0; + i + 1 < allColors.length; + i++, start = end + ) { + const {hex} = allColors[i] + const next = allColors[i + 1].value + + end = getFrac(next) + segments.push({start, end, hex}) + } + } else { + segments.push({start: 0, end: 1, hex: colorSecondary}) + } + + // todo: dont't render def linear gradient when is not used + return ( + <> + + + + + + + + + + {thresholds.length === 0 && mode === 'bullet' ? ( + + ) : ( + segments + .reverse() + .map(({hex: col, end, start}, i) => ( + + )) + )} + + ) +} + +const BarValue: FunctionComponent = ({ + colors, + barValueWidth, + value, + theme, + valueFracFixed, + barCenter, +}) => { + const {valueHeight, mode, valueRounding, colorSecondary} = theme + const {min, max, thresholds = []} = colors + const colorModeGradient = thresholds.length === 0 + + const x = Math.sign(valueFracFixed) === -1 ? barValueWidth : 0 + const y = barCenter - valueHeight / 2 + + const className = 'value-rect' + + const colorValue = + mode === 'bullet' + ? colorSecondary + : d3Color( + (() => { + if (colorModeGradient) { + return scaleLinear() + .range([min.hex, max.hex] as any) + .domain([min.value, max.value])(value) as any + } else { + const sortedColors = [min, ...thresholds, max] + let i = 0 + while ( + i < sortedColors.length && + value >= sortedColors[i].value + ) { + i++ + } + return sortedColors[ + Math.max(Math.min(i - 1, sortedColors.length - 1), 0) + ].hex + } + })() + ) + ?.brighter(1) + .hex() + + // todo: move styling out -> styling is now multiple times inserted + return ( + <> + + + + ) +} + +const Text: FunctionComponent = ({value, barValueWidth, theme}) => { + const { + valueFontColorInside, + valueFontColorOutside, + textMode, + valueFormater, + valueFontSize: fontSize, + valuePadding, + } = theme + const textValue = valueFormater(value) + const follow = textMode === 'follow' + + const [textBBox, setTextBBox] = useState(null) + + const textWidth = textBBox?.width ? textBBox?.width + valuePadding * 2 : 0 + const textInside = textWidth < barValueWidth + + const textColor = textInside ? valueFontColorInside : valueFontColorOutside + + const textAnchor = textInside && follow ? 'end' : 'start' + + const x = follow + ? Math.max( + barValueWidth + (textInside ? -1 : +1) * valuePadding, + valuePadding + ) + : valuePadding + + return ( + <> + + {textValue} + + + ) +} + +const Bar: FunctionComponent = ({ + value, + theme, + y, + barWidth, + getFrac, +}) => { + const {gaugeHeight, valueHeight, oveflowFraction, colors} = theme + + const valueFracFixed = Math.max( + -oveflowFraction, + Math.min(oveflowFraction + 1, getFrac(value)) + ) + + const barValueWidth = barWidth * valueFracFixed + const maxBarHeight = Math.max(gaugeHeight, valueHeight) + const barCenter = maxBarHeight / 2 + + return ( + + + + + + + + + + + ) +} + +const Axes: FunctionComponent = ({theme, barWidth, y, getFrac}) => { + const {axesSteps, axesFormater, axesFontColor, axesFontSize, colors} = theme + + if (axesSteps === undefined) { + return <> + } + + const {min, max} = colors + const axesLineStyle: React.CSSProperties = { + stroke: axesFontColor, + strokeWidth: 2, + strokeLinecap: 'round', + } + + const points: { + anchor: string + value: number + lineLength: number + text: string + posX: number + }[] = axesSteps + .map(value => ({ + value, + anchor: 'middle', + lineLength: 5, + })) + .concat([ + { + value: min.value, + anchor: 'start', + lineLength: 3, + }, + { + value: max.value, + anchor: 'end', + lineLength: 3, + }, + ]) + .map(x => ({ + ...x, + posX: getFrac(x.value) * barWidth, + text: axesFormater(x.value), + })) + + return ( + <> + + + {points.map(({posX, lineLength, anchor, text}, i) => ( + + + + {text} + + + ))} + + + ) +} + +//#endregion subcomponents + +export const GaugeMini: FunctionComponent = ({ + values, + theme: _theme, + width, + height, +}) => { + const theme = gaugeMiniNormalizeThemeMemoized(_theme) + + const { + gaugeHeight, + sidePaddings, + valueHeight, + barPaddings, + labelMain, + labelMainFontSize, + labelMainFontColor, + labelBarsEnabled, + labelBarsFontColor, + labelBarsFontSize, + colors, + axesSteps, + axesFontSize, + } = theme + const [barLabelsWidth] = useState([]) + + const colorLen = colors.max.value - colors.min.value + const barLabelWidth = Math.max(...barLabelsWidth) || 0 + const barWidth = width - sidePaddings * 2 - barLabelWidth + const maxBarHeight = Math.max(gaugeHeight, valueHeight) + const allBarsHeight = + Object.keys(values).length * (maxBarHeight + barPaddings) + + // create unified barsDefinition + + const [autocenterToken, setAutocenterToken] = useState(Date.now()) + useEffect(() => { + setAutocenterToken(Date.now()) + }, [ + width, + height, + barLabelWidth, + valueHeight, + gaugeHeight, + barPaddings, + sidePaddings, + labelMainFontSize, + axesSteps, + axesFontSize, + ]) + + /** return value as fraction 0->min 1->max */ + const getFrac = (val: number): number => (val - colors.min.value) / colorLen + + return ( + + + {labelMain && ( + + {labelMain} + + )} + {Object.entries(values).map(([group, value], i) => { + const y = 0 + i * (maxBarHeight + barPaddings) + const textCenter = y + maxBarHeight / 2 + const label = labelBarsEnabled ? group : '' + + // todo: no rerender ? + const onRectChanged = (r: DOMRect) => { + barLabelsWidth[i] = r.width + } + + return ( + <> + + + {label} + + + ) + })} + + + + ) +} diff --git a/giraffe/src/components/GaugeMiniLayer.tsx b/giraffe/src/components/GaugeMiniLayer.tsx new file mode 100644 index 00000000..d88f9d47 --- /dev/null +++ b/giraffe/src/components/GaugeMiniLayer.tsx @@ -0,0 +1,42 @@ +// Libraries +import React, {FunctionComponent} from 'react' +import AutoSizer from 'react-virtualized-auto-sizer' + +// Types +import {GaugeMiniLayerConfig} from '../types' +import {GaugeMini} from './GaugeMini' + +import {GAUGE_MINI_THEME_BULLET_DARK} from '../constants/gaugeMiniStyles' +import {GroupedData} from './LatestMultipleValueTransform' + +interface Props { + values: GroupedData + theme: GaugeMiniLayerConfig +} + +// todo: move gauge mini here +export const GaugeMiniLayer: FunctionComponent = (props: Props) => { + const {theme, values} = props + const themeOrDefault: Required = { + ...GAUGE_MINI_THEME_BULLET_DARK, + ...theme, + } + + return ( + + {({width, height}) => ( +
+ +
+ )} + + ) +} diff --git a/giraffe/src/components/LatestMultipleValueTransform.tsx b/giraffe/src/components/LatestMultipleValueTransform.tsx new file mode 100644 index 00000000..a5ce197a --- /dev/null +++ b/giraffe/src/components/LatestMultipleValueTransform.tsx @@ -0,0 +1,77 @@ +// Libraries +import React, {useMemo, FunctionComponent} from 'react' +import {Table} from '../types' + +export type GroupedData = {[key: string]: number} + +const getTimeColumn = (table: Table) => { + // Fallback to `_stop` column if `_time` column missing otherwise return empty array. + let timeColData: number[] = [] + + if (table.columnKeys.includes('_time')) { + timeColData = table.getColumn('_time', 'number') as number[] + } else if (table.columnKeys.includes('_stop')) { + timeColData = table.getColumn('_stop', 'number') as number[] + } + if (!timeColData && table.length !== 1) { + return [] + } + + return timeColData +} + +export const getLatestValuesGrouped = ( + table: Table, + groupColumnKey: string +): GroupedData => { + const valueCol = table.getColumn('_value', 'number') + const groupCol = table.getColumn(groupColumnKey) + + if (!valueCol.length) { + return {} + } + + return Object.fromEntries( + getTimeColumn(table) + // merge time with it's index + .map((time, index) => ({time, index})) + // remove entries without time + .filter(({time}) => time) + // todo: sort time complexity too high ... replace with linear solution + // from low time to high time (last is last) + .sort(({time: t1}, {time: t2}) => t1 - t2) + // get relevant data from index (we don't need time anymore) + .map(({index}) => [groupCol?.[index] ?? '', valueCol[index]] as const) + // remove invalid data + .filter( + ([_, value]) => typeof value === 'number' && Number.isFinite(value) + ) + ) +} + +interface Props { + table: Table + children: (latestValue: GroupedData) => JSX.Element + quiet?: boolean +} + +// todo: can return string ? +export const LatestMultipleValueTransform: FunctionComponent = ({ + table, + quiet = false, + children, +}) => { + const latestValues = useMemo(() => getLatestValuesGrouped(table, '_field'), [ + table, + ]) + + if (Object.keys(latestValues).length === 0) { + return quiet ? null : ( +
+

No latest value found

+
+ ) + } + + return children(latestValues) +} diff --git a/giraffe/src/components/Plot.tsx b/giraffe/src/components/Plot.tsx index 51b5e5c2..747a65f9 100644 --- a/giraffe/src/components/Plot.tsx +++ b/giraffe/src/components/Plot.tsx @@ -43,7 +43,8 @@ export const Plot: FunctionComponent = ({ if ( graphType === LayerTypes.Table || graphType === LayerTypes.RawFluxDataTable || - graphType === LayerTypes.Gauge + graphType === LayerTypes.Gauge || + graphType === LayerTypes.GaugeMini ) { return ( diff --git a/giraffe/src/components/SizedPlot.tsx b/giraffe/src/components/SizedPlot.tsx index 436bc83e..e8adafd1 100644 --- a/giraffe/src/components/SizedPlot.tsx +++ b/giraffe/src/components/SizedPlot.tsx @@ -18,6 +18,7 @@ import { SingleStatLayerConfig, SizedConfig, SpecTypes, + CandlestickLayerConfig, } from '../types' import {SingleStatLayer} from './SingleStatLayer' import {LineLayer} from './LineLayer' @@ -36,6 +37,7 @@ import {MosaicLayer} from './MosaicLayer' import {GeoLayerConfig} from '../types/geo' import GeoLayer from './GeoLayer' import {AnnotationLayer} from './AnnotationLayer' +import {CandlestickLayer} from './CandlestickLayer' interface Props { config: SizedConfig @@ -273,6 +275,17 @@ export const SizedPlot: FunctionComponent = ({ ) } + case SpecTypes.Candlestick: { + return ( + + ) + } + default: return null } diff --git a/giraffe/src/components/SizedTable.tsx b/giraffe/src/components/SizedTable.tsx index 6b1f9dd6..7beddfd8 100644 --- a/giraffe/src/components/SizedTable.tsx +++ b/giraffe/src/components/SizedTable.tsx @@ -8,6 +8,7 @@ import { } from '../types' import {GaugeLayer} from './GaugeLayer' +import {GaugeMiniLayer} from './GaugeMiniLayer' import {LatestValueTransform} from './LatestValueTransform' import {newTableFromConfig} from '../utils/newTable' import {RawFluxDataTable} from './RawFluxDataTable' @@ -15,6 +16,7 @@ import {FluxTablesTransform} from './FluxTablesTransform' import {TableGraphLayer} from './TableGraphLayer' import {usePlotEnv} from '../utils/usePlotEnv' +import {LatestMultipleValueTransform} from './LatestMultipleValueTransform' interface Props { config: SizedConfig @@ -79,6 +81,20 @@ export const SizedTable: FunctionComponent = ({ )} ) + case LayerTypes.GaugeMini: + return ( + + {latestValues => ( + + )} + + ) case LayerTypes.RawFluxDataTable: return ( , + 'candleRaising' | 'candleDecreasing' +> & { + candleRaising: Required + candleDecreasing: Required +} + +export const CANDLESTICK_THEME_DARK: CandlestickLayerConfigDefault = { + type: 'candlestick', + mode: 'candles', + xColumnKey: '_time', + openColumnKey: 'open', + highColumnKey: 'high', + lowColumnKey: 'low', + closeColumnKey: 'close', + + window: 'detect', + + candlePadding: 10, + + candleRaising: { + bodyColor: InfluxColors.Krypton, + bodyFillOpacity: 1, + bodyRounding: 4, + bodyStrokeWidth: 2, + shadowColor: InfluxColors.Krypton, + shadowStrokeWidth: 2, + }, + candleRaisingHover: { + bodyFillOpacity: 0.9, + bodyStrokeWidth: 6, + shadowStrokeWidth: 6, + }, + candleDecreasing: { + bodyColor: InfluxColors.Curacao, + bodyFillOpacity: 0, + bodyRounding: 0, + bodyStrokeWidth: 2, + shadowColor: InfluxColors.Curacao, + shadowStrokeWidth: 2, + }, + candleDecreasingHover: { + bodyFillOpacity: 0.3, + bodyStrokeWidth: 6, + shadowStrokeWidth: 6, + }, +} diff --git a/giraffe/src/constants/gaugeMiniStyles.ts b/giraffe/src/constants/gaugeMiniStyles.ts new file mode 100644 index 00000000..d16a0b63 --- /dev/null +++ b/giraffe/src/constants/gaugeMiniStyles.ts @@ -0,0 +1,82 @@ +import {Color, GaugeMiniLayerConfig} from '../types' +import {InfluxColors} from './colorSchemes' + +export const GAUGE_MINI_THEME_BULLET_DARK: Required = { + type: 'gauge mini', + mode: 'bullet', + textMode: 'follow', + + valueHeight: 18, + gaugeHeight: 25, + valueRounding: 2, + gaugeRounding: 3, + barPaddings: 5, + sidePaddings: 20, + oveflowFraction: 0.03, + + gaugeMiniColors: [ + {value: 0, type: 'min', hex: InfluxColors.Krypton}, + {value: 50, type: 'threshold', hex: InfluxColors.Sulfur}, + {value: 75, type: 'threshold', hex: InfluxColors.Topaz}, + {value: 100, type: 'max', hex: InfluxColors.Topaz}, + ] as Color[], + colorSecondary: InfluxColors.Kevlar, + + labelMain: '', + labelMainFontSize: 13, + labelMainFontColor: InfluxColors.Ghost, + + labelBarsEnabled: false, + labelBarsFontSize: 11, + labelBarsFontColor: InfluxColors.Forge, + + valuePadding: 5, + valueFontSize: 12, + valueFontColorOutside: InfluxColors.Raven, + valueFontColorInside: InfluxColors.Cloud, + valueFormater: {}, + + axesSteps: 'thresholds', + axesFontSize: 11, + axesFontColor: InfluxColors.Forge, + axesFormater: {}, +} + +export const GAUGE_MINI_THEME_PROGRESS_DARK: Required = { + type: 'gauge mini', + mode: 'progress', + textMode: 'follow', + + valueHeight: 20, + gaugeHeight: 20, + valueRounding: 3, + gaugeRounding: 3, + barPaddings: 5, + sidePaddings: 20, + oveflowFraction: 0.03, + + gaugeMiniColors: [ + {value: 0, type: 'min', hex: InfluxColors.Krypton}, + {value: 100, type: 'max', hex: InfluxColors.Topaz}, + ] as Color[], + colorSecondary: InfluxColors.Kevlar, + + labelMain: '', + labelMainFontSize: 13, + labelMainFontColor: InfluxColors.Ghost, + + labelBarsEnabled: false, + labelBarsFontSize: 11, + labelBarsFontColor: InfluxColors.Forge, + + valuePadding: 5, + valueFontSize: 18, + valueFontColorInside: InfluxColors.Raven, + valueFontColorOutside: InfluxColors.Cloud, + valueFormater: {}, + + axesSteps: undefined, + axesFontSize: 11, + axesFontColor: InfluxColors.Forge, + axesFormater: {}, +} diff --git a/giraffe/src/constants/index.ts b/giraffe/src/constants/index.ts index 0b9856f0..91488ad1 100644 --- a/giraffe/src/constants/index.ts +++ b/giraffe/src/constants/index.ts @@ -10,6 +10,7 @@ import { } from 'd3-shape' import {Config, LayerConfig, SymbolType} from '../types' +import {CANDLESTICK_THEME_DARK} from './candlestickStyles' import {NINETEEN_EIGHTY_FOUR as DEFAULT_COLOR_SCHEME} from './colorSchemes' // TODO: Make configurable @@ -55,7 +56,9 @@ export const CONFIG_DEFAULTS: Partial = { legendColorizeRows: true, } -export const LAYER_DEFAULTS: {[layerType: string]: Partial} = { +export const LAYER_DEFAULTS: { + [layerType in LayerConfig['type']]?: Partial +} = { line: { lineWidth: 1, hoverDimension: 'auto', @@ -100,6 +103,7 @@ export const LAYER_DEFAULTS: {[layerType: string]: Partial} = { strokeOpacity: 1, fillOpacity: 0.75, }, + candlestick: CANDLESTICK_THEME_DARK, } export const ALL_SYMBOL_TYPES: SymbolType[] = [ diff --git a/giraffe/src/index.ts b/giraffe/src/index.ts index fd2f378f..dcfea112 100644 --- a/giraffe/src/index.ts +++ b/giraffe/src/index.ts @@ -28,6 +28,7 @@ export {DEFAULT_TABLE_COLORS} from './constants/tableGraph' export { AnnotationLayerConfig, BandLayerConfig, + CandlestickLayerConfig, ColumnData, ColumnType, Config, @@ -36,6 +37,7 @@ export { Formatter, GaugeLayerConfig, GaugeTheme, + GaugeMiniLayerConfig, GetColumn, HistogramLayerConfig, HistogramPosition, diff --git a/giraffe/src/transforms/candlestick.ts b/giraffe/src/transforms/candlestick.ts new file mode 100644 index 00000000..afff4d4e --- /dev/null +++ b/giraffe/src/transforms/candlestick.ts @@ -0,0 +1,52 @@ +import {CandlestickLayerConfig, CandlestickLayerSpec, Table} from '../types' +import {calculateWindow, getOhlcValues} from '../utils/ohlc' + +export const candlestickTransform = ( + inputTable: Table, + layerConfig: Required +): CandlestickLayerSpec => { + const {xColumnKey, openColumnKey} = layerConfig + + const xCol = inputTable.getColumn(xColumnKey, 'number') + + // distence between two values + const window = calculateWindow(layerConfig.window, xCol) + + const values = getOhlcValues(inputTable, layerConfig, window) + + let xMin = values[0].windowStart + let xMax = values[0].windowStart + let yMin = Infinity + let yMax = -Infinity + + values.forEach(({windowStart, yRange}) => { + if (windowStart < xMin) { + xMin = windowStart + } else if (windowStart > xMax) { + xMax = windowStart + } + + yMin = Math.min(yMin, yRange[0]) + yMax = Math.max(yMax, yRange[1]) + }) + + // xMax is window start but we want to show whole window + xMax += window + + const yColumnKey = openColumnKey + + const res: CandlestickLayerSpec = { + type: 'candlestick', + inputTable, + table: inputTable, + values, + calculatedWindow: window, + xDomain: [xMin, xMax], + yDomain: [yMin, yMax], + xColumnKey, + xColumnType: inputTable.getColumnType(xColumnKey), + yColumnKey, + yColumnType: inputTable.getColumnType(yColumnKey), + } + return res +} diff --git a/giraffe/src/types/index.ts b/giraffe/src/types/index.ts index 7403cbe6..56c2d3e0 100644 --- a/giraffe/src/types/index.ts +++ b/giraffe/src/types/index.ts @@ -2,6 +2,8 @@ import CSS from 'csstype' import {CSSProperties, ReactNode} from 'react' import {TimeZone} from './timeZones' import {GeoLayerConfig} from './geo' +import {FormatStatValueOptions} from '../utils/formatStatValue' +import {OHLCResultEntry} from '../utils/ohlc' export type SizedConfig = Config & {width: number; height: number} export interface Config { @@ -174,7 +176,9 @@ export type FluxDataType = export enum LayerTypes { RawFluxDataTable = 'flux data table', + Candlestick = 'candlestick', Gauge = 'gauge', + GaugeMini = 'gauge mini', Custom = 'custom', Annotation = 'annotation', SingleStat = 'single stat', @@ -192,7 +196,9 @@ export type LayerConfig = | CustomLayerConfig | AnnotationLayerConfig | RawFluxDataTableLayerConfig + | CandlestickLayerConfig | GaugeLayerConfig + | GaugeMiniLayerConfig | SingleStatLayerConfig | HeatmapLayerConfig | HistogramLayerConfig @@ -244,6 +250,37 @@ export interface RawFluxDataTableLayerConfig { parseObjects?: boolean } +export interface CandleStyle { + shadowColor: string + shadowStrokeWidth: number + + bodyColor: string + bodyFillOpacity: number + bodyStrokeWidth: number + bodyRounding: number +} + +export interface CandlestickLayerConfig { + type: 'candlestick' + /** Defines which columns choose as unique bar indentificator. Also bar labels can be defined here. */ + mode?: 'candles' | 'fence' + + candlePadding?: number + + candleRaising?: Partial + candleRaisingHover?: Partial + candleDecreasing?: Partial + candleDecreasingHover?: Partial + + xColumnKey?: string + openColumnKey?: string + closeColumnKey?: string + lowColumnKey?: string + highColumnKey?: string + + window?: number | 'detect' +} + export interface GaugeLayerConfig { type: 'gauge' // do not refactor or restrict to LayerTypes.Gauge prefix?: string @@ -276,6 +313,53 @@ export interface GaugeTheme { overflowDelta: number } +export type ColorHexValue = { + value: number + hex: string +} + +export type GaugeMiniColors = { + min: ColorHexValue + max: ColorHexValue + thresholds?: ColorHexValue[] +} + +export interface GaugeMiniLayerConfig { + type: 'gauge mini' + mode?: 'progress' | 'bullet' + textMode?: 'follow' | 'left' + + valueHeight?: number + gaugeHeight?: number + valueRounding?: number + gaugeRounding?: number + barPaddings?: number + sidePaddings?: number + oveflowFraction?: number + + gaugeMiniColors?: Color[] | GaugeMiniColors + colorSecondary?: string + + labelMain?: string + labelMainFontSize?: number + labelMainFontColor?: string + + labelBarsEnabled?: boolean + labelBarsFontSize?: number + labelBarsFontColor?: string + + valuePadding?: number + valueFontSize?: number + valueFontColorInside?: string + valueFontColorOutside?: string + valueFormater?: ((value: number) => string) | FormatStatValueOptions + + axesSteps?: number | 'thresholds' | undefined | number[] + axesFontSize?: number + axesFontColor?: string + axesFormater?: ((value: number) => string) | FormatStatValueOptions +} + export interface SingleStatLayerConfig { type: 'single stat' // do not refactor or restrict to LayerTypes.SingleStat prefix: string @@ -516,6 +600,7 @@ export type LayerSpec = | AnnotationLayerSpec | LineLayerSpec | BandLayerSpec + | CandlestickLayerSpec | ScatterLayerSpec | RectLayerSpec | MosaicLayerSpec @@ -524,6 +609,7 @@ export enum SpecTypes { Annotation = 'annotation', Line = 'line', Band = 'band', + Candlestick = 'candlestick', Scatter = 'scatter', Rect = 'rect', Mosaic = 'mosaic', @@ -601,6 +687,29 @@ export interface BandLayerSpec { } } +export type OHLCValue = { + open: number + high: number + low: number + close: number +} + +export interface CandlestickLayerSpec { + type: 'candlestick' // do not refactor or restrict to SpecTypes + inputTable: Table + calculatedWindow: number // distance between two values + values: OHLCResultEntry[] + xDomain: number[] + yDomain: number[] + + // todo: analyze why are these properties required (use them if convinient). + table: Table // same as inputTable (values used instead) + xColumnKey: string + yColumnKey: string + xColumnType: ColumnType + yColumnType: ColumnType +} + export interface ScatterLayerSpec { type: 'scatter' // do not refactor or restrict to SpecTypes.Scatter inputTable: Table diff --git a/giraffe/src/utils/PlotEnv.ts b/giraffe/src/utils/PlotEnv.ts index a04bf549..a81a8ff6 100644 --- a/giraffe/src/utils/PlotEnv.ts +++ b/giraffe/src/utils/PlotEnv.ts @@ -21,6 +21,7 @@ import { } from '../constants' import { + CandlestickLayerConfig, ColumnType, Formatter, LayerSpec, @@ -30,6 +31,7 @@ import { Scale, SizedConfig, } from '../types' +import {candlestickTransform} from '../transforms/candlestick' const X_DOMAIN_AESTHETICS = ['x', 'xMin', 'xMax'] const Y_DOMAIN_AESTHETICS = ['y', 'yMin', 'yMax'] @@ -301,6 +303,15 @@ export class PlotEnv { ) } + case LayerTypes.Candlestick: { + const transform = this.fns.get( + memoizedTransformKey, + candlestickTransform + ) + + return transform(table, layerConfig as Required) + } + case LayerTypes.Scatter: { const transform = this.fns.get(memoizedTransformKey, scatterTransform) @@ -375,6 +386,7 @@ export class PlotEnv { case LayerTypes.RawFluxDataTable: case LayerTypes.Gauge: + case LayerTypes.GaugeMini: case LayerTypes.Geo: case LayerTypes.Custom: case LayerTypes.SingleStat: @@ -488,10 +500,9 @@ export class PlotEnv { const applyLayerDefaults = ( layers: SizedConfig['layers'] ): SizedConfig['layers'] => - layers.map(layer => - LAYER_DEFAULTS[layer.type] - ? {...LAYER_DEFAULTS[layer.type], ...layer} - : layer + layers.map( + layer => + ({...LAYER_DEFAULTS[layer.type], ...layer} as SizedConfig['layers'][0]) ) const mergeConfigs = ( diff --git a/giraffe/src/utils/array.ts b/giraffe/src/utils/array.ts new file mode 100644 index 00000000..8cd31a1e --- /dev/null +++ b/giraffe/src/utils/array.ts @@ -0,0 +1,15 @@ +export const Sorting = { + ascending: (a: number, b: number) => a - b, + descending: (a: number, b: number) => b - a, +} + +export const pairs = (arr: T[]): [T, T][] => { + const pairs: [T, T][] = [] + + const maxI = arr.length - 1 + for (let i = 0; i < maxI; i++) { + pairs.push([arr[i], arr[i + 1]]) + } + + return pairs +} diff --git a/giraffe/src/utils/formatStatValue.ts b/giraffe/src/utils/formatStatValue.ts index bc56768e..32fda6d8 100644 --- a/giraffe/src/utils/formatStatValue.ts +++ b/giraffe/src/utils/formatStatValue.ts @@ -6,7 +6,7 @@ import {DecimalPlaces} from '../types' export const MAX_DECIMAL_PLACES = 10 -interface FormatStatValueOptions { +export interface FormatStatValueOptions { decimalPlaces?: DecimalPlaces prefix?: string suffix?: string diff --git a/giraffe/src/utils/gaugeMiniThemeNormalize.ts b/giraffe/src/utils/gaugeMiniThemeNormalize.ts new file mode 100644 index 00000000..3b6572cb --- /dev/null +++ b/giraffe/src/utils/gaugeMiniThemeNormalize.ts @@ -0,0 +1,124 @@ +import {useMemo} from 'react' +import {FormatStatValueOptions, formatStatValue} from './formatStatValue' +import {GaugeMiniColors} from '../types' +import {GaugeMiniLayerConfig} from '..' +import {color as d3Color} from 'd3-color' +import {range} from 'd3-array' + +export const throwReturn = (msg: string): T => { + throw new Error(msg) +} + +type RestrictedTypesProperties = { + colors?: GaugeMiniColors + gaugeMiniColors?: GaugeMiniColors + valueFormater?: (value: number) => string + + axesSteps: undefined | number[] + axesFormater?: (value: number) => string +} + +export type GaugeMiniThemeNormalized = Omit< + GaugeMiniLayerConfig, + keyof RestrictedTypesProperties +> & + RestrictedTypesProperties + +const getFormater = ( + formater: ((value: number) => string) | FormatStatValueOptions +): ((value: number) => string) => + typeof formater === 'function' + ? formater + : (value: number) => formatStatValue(value, formater) + +const getAxesSteps = ( + axesSteps: number | 'thresholds' | undefined | number[], + colors: GaugeMiniColors +): number[] | undefined => { + if (axesSteps === undefined || axesSteps === null) { + return undefined + } + const { + max: {value: max}, + min: {value: min}, + } = colors + + if (Array.isArray(axesSteps)) { + const steps = axesSteps.filter(x => x > min || x < max) + if (axesSteps.length !== steps.length) { + console.error(`All axes values must be inside range of colors!`) + } + return steps + } + + if (axesSteps === 'thresholds') { + return (colors.thresholds ?? []).map(x => x.value) + } + + if (Number.isInteger(axesSteps)) { + const colorLen = max - min + + return range(axesSteps).map( + x => ((x + 1) * colorLen) / (axesSteps + 1) + min + ) + } + + throw new Error( + `AxesSteps must be number | "thresholds" | number[]` + + ` | undefined. But it's value is ${JSON.stringify(axesSteps)}` + ) +} + +const getColors = ( + colors: Required['gaugeMiniColors'] +): GaugeMiniColors => { + if (!Array.isArray(colors)) { + return { + ...colors, + thresholds: (colors.thresholds ?? []).sort( + ({value: a}, {value: b}) => a - b + ), + } + } + + colors.forEach( + ({hex, name}) => + d3Color(hex) ?? + throwReturn(`Object "${hex}" isn"t valid color for name:${name}`) + ) + + return { + min: + colors.find(x => x.type === 'min') ?? + throwReturn('color of type min must be defined'), + max: + colors.find(x => x.type === 'max') ?? + throwReturn('color of type max must be defined'), + thresholds: colors + .filter(({type}) => type === 'threshold') + .sort(({value: a}, {value: b}) => a - b), + } +} + +export const gaugeMiniNormalizeThemeMemoized = ( + theme: Required +): Required => { + const colors = useMemo(() => getColors(theme.gaugeMiniColors), [ + theme.gaugeMiniColors, + ]) + + const axesSteps = useMemo(() => getAxesSteps(theme.axesSteps, colors), [ + theme.axesSteps, + colors, + ]) + + return { + ...theme, + colors, + gaugeMiniColors: colors, + valueFormater: getFormater(theme.valueFormater), + + axesSteps, + axesFormater: getFormater(theme.axesFormater), + } +} diff --git a/giraffe/src/utils/ohlc.ts b/giraffe/src/utils/ohlc.ts new file mode 100644 index 00000000..72e399ad --- /dev/null +++ b/giraffe/src/utils/ohlc.ts @@ -0,0 +1,128 @@ +import {pairs} from 'd3-array' +import {NumericColumnData, OHLCValue, Table} from '../types' +import {Sorting} from './array' + +const {ascending} = Sorting + +// Window auto-detection will select n-th smallest distance based on collection size, +// to ensure skipping possible anomalies with smaller window size +const WINDOW_DETECT_NTH_SMALLEST_DIST_PERCENT = 5 + +type OHLCColumns = { + xColumnKey: string + openColumnKey: string + highColumnKey: string + lowColumnKey: string + closeColumnKey: string +} + +export type Range = [number, number] + +export type OHLCResultEntry = { + windowStart: number + xRange: Range + yRange: Range + entriesTableIndexes: number[] + value: OHLCValue +} + +export const getOhlcValues = ( + table: Table, + columns: OHLCColumns, + window: number +): OHLCResultEntry[] => { + const { + xColumnKey, + openColumnKey, + highColumnKey, + lowColumnKey, + closeColumnKey, + } = columns + const xCol = table.getColumn(xColumnKey, 'number') + + const obj: { + [key: number]: number[] + } = {} + for (let i = 0; i < table.length; i++) { + const x = xCol[i] + const xKey = Math.floor(x / window) * window + + const targetArray = obj[xKey] + if (targetArray) { + targetArray.push(i) + } else { + obj[xKey] = [i] + } + } + + const openCol = table.getColumn(openColumnKey, 'number') + const highCol = table.getColumn(highColumnKey, 'number') + const lowCol = table.getColumn(lowColumnKey, 'number') + const closeCol = table.getColumn(closeColumnKey, 'number') + + const values = Object.entries(obj) + .map(([a, b]) => [+a, b] as const) + .map(([windowStart, entriesTableIndexes]) => { + let close = 0 + let high = -Infinity + let low = Infinity + let open = 0 + + let xMin = Infinity + let xMax = -Infinity + let yMin = Infinity + let yMax = -Infinity + + entriesTableIndexes.forEach(i => { + const x = xCol[i] + const o = openCol[i] + const h = highCol[i] + const l = lowCol[i] + const c = closeCol[i] + + xMin = Math.min(xMin, x) + xMax = Math.max(xMax, x) + yMin = Math.min(yMin, o, h, l, c) + yMax = Math.max(yMax, o, h, l, c) + + if (xMin === x) { + open = o + } + if (xMax === x) { + close = c + } + high = Math.max(high, h) + low = Math.min(low, l) + }) + + return { + windowStart, + entriesTableIndexes, + xRange: [xMin, xMax], + yRange: [yMin, yMax], + value: { + open, + high, + low, + close, + }, + } as OHLCResultEntry + }) + return values +} + +export const calculateWindow = ( + window: number | 'detect', + xCol: NumericColumnData +): number => { + return typeof window === 'number' + ? window + : pairs([...xCol].sort(ascending)) + .map(([x, y]) => y - x) + .filter(x => x !== 0 && !Number.isNaN(x)) + .sort(ascending)[ + Math.floor( + (xCol.length * WINDOW_DETECT_NTH_SMALLEST_DIST_PERCENT) / 100 + ) + ] +} diff --git a/stories/src/candlestick.stories.tsx b/stories/src/candlestick.stories.tsx new file mode 100644 index 00000000..3c6eced5 --- /dev/null +++ b/stories/src/candlestick.stories.tsx @@ -0,0 +1,169 @@ +import * as React from 'react' +import {storiesOf} from '@storybook/react' +import {withKnobs, number, select, text, boolean} from '@storybook/addon-knobs' +import {Config, fromFlux, InfluxColors, Plot} from '../../giraffe/src' + +import {PlotContainer} from './helpers' +import {CANDLESTICK_THEME_DARK} from '../../giraffe/src/constants/candlestickStyles' +import {CandlestickLayerConfig, CandleStyle} from '../../giraffe/src/types' + +import { + ohlcCsvSample1, + ohlcCsvSample1MissingCandles, + ohlcCsvSampleBinance, +} from './data/ohlc' + +type Theme = Required + +const knobGroups = { + basics: 'basics', + sizing: 'sizing', + colors: 'colors', + table: 'table', +} + +const color = (() => { + const colors = (() => { + const obj = {} + Object.keys(InfluxColors).forEach(x => (obj[x] = InfluxColors[x])) + return obj + })() + + return (label: string, ...rest: any[]) => select(label, colors, ...rest) +})() + +const candleStyle = ( + candleName: string, + candleDefaults: Partial, + candleDefaultsFallback?: Partial +): CandleStyle => ({ + bodyColor: color( + `${candleName} bodyColor`, + candleDefaults.bodyColor ?? candleDefaultsFallback.bodyColor, + knobGroups.colors + ), + bodyFillOpacity: number( + `${candleName} bodyFillOpacity`, + candleDefaults.bodyFillOpacity ?? candleDefaultsFallback.bodyFillOpacity, + {}, + knobGroups.colors + ), + bodyRounding: number( + `${candleName} bodyRounding`, + candleDefaults.bodyRounding ?? candleDefaultsFallback.bodyRounding, + {}, + knobGroups.sizing + ), + bodyStrokeWidth: number( + `${candleName} bodyStrokeWidth`, + candleDefaults.bodyStrokeWidth ?? candleDefaultsFallback.bodyStrokeWidth, + {}, + knobGroups.sizing + ), + shadowColor: color( + `${candleName} shadowColor`, + candleDefaults.shadowColor ?? candleDefaultsFallback.shadowColor, + knobGroups.colors + ), + shadowStrokeWidth: number( + `${candleName} shadowStrokeWidth`, + candleDefaults.shadowStrokeWidth ?? + candleDefaultsFallback.shadowStrokeWidth, + {}, + knobGroups.sizing + ), +}) + +const editableLayer = (theme: Theme): Theme => ({ + type: theme.type, + mode: select( + 'Mode', + { + candles: 'candles', + fence: 'fence', + }, + theme.mode, + knobGroups.basics + ), + candlePadding: number( + 'padding candle', + theme.candlePadding, + {}, + knobGroups.sizing + ), + + candleRaising: candleStyle('candleRaising', theme.candleRaising), + candleRaisingHover: candleStyle( + 'candleRaisingHover', + theme.candleRaisingHover, + theme.candleRaising + ), + candleDecreasing: candleStyle('candleDecreasing', theme.candleDecreasing), + candleDecreasingHover: candleStyle( + 'candleDecreasingHover', + theme.candleDecreasingHover, + theme.candleDecreasing + ), + xColumnKey: text('xColumn', theme.xColumnKey, knobGroups.table), + openColumnKey: text('openColumnKey', theme.openColumnKey, knobGroups.table), + highColumnKey: text('highColumnKey', theme.highColumnKey, knobGroups.table), + lowColumnKey: text('lowColumnKey', theme.lowColumnKey, knobGroups.table), + closeColumnKey: text( + 'closeColumnKey', + theme.closeColumnKey, + knobGroups.table + ), + window: (() => { + const detect = boolean( + 'window detect', + theme.window === 'detect', + knobGroups.basics + ) + if (detect) { + return 'detect' + } + return number( + 'window fixed', + typeof theme.window === 'number' || 1_000, + {}, + knobGroups.basics + ) + })(), +}) + +const createStory = (theme: Theme, csv: string) => () => { + const layer = editableLayer(theme) + const fromFluxTable = fromFlux(csv).table + + const config: Config = { + table: fromFluxTable, + layers: [layer], + } + + return ( + <> + + + + + ) +} + +storiesOf('Candlestick', module) + .addDecorator(withKnobs) + .add( + 'Candlestick simple', + createStory(CANDLESTICK_THEME_DARK, ohlcCsvSample1) + ) + .add( + 'Candlestick simple fence', + createStory({...CANDLESTICK_THEME_DARK, mode: 'fence'}, ohlcCsvSample1) + ) + .add( + 'Candlestick missing candles', + createStory(CANDLESTICK_THEME_DARK, ohlcCsvSample1MissingCandles) + ) + .add( + 'Candlestick binance BTC/USDT', + createStory(CANDLESTICK_THEME_DARK, ohlcCsvSampleBinance) + ) diff --git a/stories/src/data/gaugeMiniLayer.ts b/stories/src/data/gaugeMiniLayer.ts new file mode 100644 index 00000000..6ed66132 --- /dev/null +++ b/stories/src/data/gaugeMiniLayer.ts @@ -0,0 +1,37 @@ +import {newTable, Table} from '../../../giraffe/src' +import memoizeOne from 'memoize-one' + +const now = Date.now() +const numberOfRecords = 20 +const recordsPerLine = 20 + +let TIME_COL: Array +let VALUE_COL: Array +let FIELD_COL: Array + +function getRandomNumber(min: number, max: number) { + return Math.random() * (max - min) + min +} +const createColumns = (minValue: number, maxValue: number, fields: number) => { + TIME_COL = [] + VALUE_COL = [] + FIELD_COL = [] + for (let i = 0; i < numberOfRecords * fields; i += 1) { + VALUE_COL.push(getRandomNumber(minValue, maxValue)) + TIME_COL.push(now + ((i % recordsPerLine) % fields) * 1000 * 60) + FIELD_COL.push(gaugeMiniTableGetField(Math.floor(i / numberOfRecords))) + } +} + +/** return field name for given index */ +export const gaugeMiniTableGetField = (i: number) => `_field_${i}` + +export const gaugeMiniTable = memoizeOne( + (minValue: number, maxValue: number, fields: number): Table => { + createColumns(minValue, maxValue, fields) + return newTable(numberOfRecords * fields) + .addColumn('_time', 'dateTime:RFC3339', 'time', TIME_COL) + .addColumn('_value', 'system', 'number', VALUE_COL) + .addColumn('_field', 'string', 'string', FIELD_COL) + } +) diff --git a/stories/src/data/ohlc.ts b/stories/src/data/ohlc.ts new file mode 100644 index 00000000..a2e057d9 --- /dev/null +++ b/stories/src/data/ohlc.ts @@ -0,0 +1,115 @@ +// todo: modify OHLC function to have selectable source(_time, _value) and target columns(open, ...) +// todo: find way to integrate OHLC function into flux +/* +OHLC data flux query example: + +OHLC = (tables=<-, time) => { + O = tables + |> aggregateWindow(every: time, fn: first, createEmpty: false) + |> yield(name: "first") + |> keep(columns: ["_time", "_value"]) + |> rename(columns: {_value: "open"}) + + H = tables + |> aggregateWindow(every: time, fn: max, createEmpty: false) + |> yield(name: "max") + |> keep(columns: ["_time", "_value"]) + |> rename(columns: {_value: "high"}) + + L = tables + |> aggregateWindow(every: time, fn: min, createEmpty: false) + |> yield(name: "min") + |> keep(columns: ["_time", "_value"]) + |> rename(columns: {_value: "low"}) + + C = tables + |> aggregateWindow(every: time, fn: last, createEmpty: false) + |> yield(name: "last") + |> keep(columns: ["_time", "_value"]) + |> rename(columns: {_value: "close"}) + + OH = join(tables: {O,H}, on:["_time"]) + LC = join(tables: {L,C}, on:["_time"]) + OHLC = join(tables: {OH, LC}, on:["_time"]) + + return OHLC +} + +from(bucket: "my-bucket") + |> range(start: v.timeRangeStart, stop: v.timeRangeStop) + |> filter(fn: (r) => r["_measurement"] == "cpu") + |> filter(fn: (r) => r["_field"] == "usage_system") + |> filter(fn: (r) => r["cpu"] == "cpu-total") + |> OHLC(time: 2m) +*/ + +import {OHLCValue} from '../../../giraffe/src/types' +import {getBinanceOHLC} from './ohlc_Binance_BTCUSDT_1h.csv' + +const dataSample1: (OHLCValue | undefined)[] = [ + {open: 50, high: 60, low: 45, close: 47}, + {open: 47, high: 55, low: 33, close: 35}, + {open: 32, high: 49, low: 28, close: 48}, + {open: 50, high: 63, low: 48, close: 56}, + {open: 56, high: 60, low: 53, close: 58}, + {open: 60, high: 67, low: 55, close: 63}, + {open: 70, high: 100, low: 62, close: 100}, + {open: 98, high: 99, low: 18, close: 30}, + {open: 34, high: 40, low: 32, close: 40}, + {open: 40, high: 50, low: 36, close: 48}, + {open: 55, high: 60, low: 43, close: 45}, + {open: 48, high: 52, low: 30, close: 35}, + {open: 37, high: 45, low: 35, close: 40}, + {open: 39, high: 47, low: 37, close: 45}, + {open: 43, high: 73, low: 28, close: 43}, + {open: 45, high: 78, low: 37, close: 63}, + {open: 74, high: 80, low: 40, close: 63}, + {open: 65, high: 68, low: 43, close: 50}, + {open: 53, high: 55, low: 43, close: 48}, + {open: 50, high: 53, low: 18, close: 38}, + {open: 40, high: 42, low: 37, close: 39}, + {open: 40, high: 41, low: 39, close: 40}, + {open: 38, high: 44, low: 36, close: 41}, + {open: 42, high: 47, low: 35, close: 40}, + {open: 38, high: 25, low: 75, close: 68}, + {open: 70, high: 83, low: 27, close: 30}, +] + +const timeWindow = 10_000 + +const header = `\ +#group,false,false,false,false,false,false,false +#datatype,string,long,double,double,double,double,dateTime:RFC3339 +#default,_result,,,,,, +,result,table,open,high,low,close,_time +` + +const csvRow = (candle: OHLCValue & {date: Date}) => { + return `,,0,${candle.open},${candle.high},${candle.low},${ + candle.close + },${candle.date.toISOString()}` +} + +const dataToCSV = (data: (OHLCValue | undefined)[]) => { + const now = Date.now() + + return ( + header + + data + .map((x, i) => x && csvRow({...x, date: new Date(now + timeWindow * i)})) + .filter(x => x) + .join('\n') + ) +} + +export const ohlcCsvSample1 = dataToCSV(dataSample1) + +export const ohlcCsvSample1MissingCandles = dataToCSV( + dataSample1.map(x => Math.random() > 0.2 && x) +) + +export const ohlcCsvSampleBinance = + header + + getBinanceOHLC() + .map(csvRow) + .join('\n') diff --git a/stories/src/data/ohlc_Binance_BTCUSDT_1h.csv.ts b/stories/src/data/ohlc_Binance_BTCUSDT_1h.csv.ts new file mode 100644 index 00000000..fee5caf6 --- /dev/null +++ b/stories/src/data/ohlc_Binance_BTCUSDT_1h.csv.ts @@ -0,0 +1,18 @@ +// todo: check license for this data +// source: https://www.CryptoDataDownload.com +// unix,symbol,open,high,low,close,Volume BTC,Volume USDT,tradecount + +export const getBinanceOHLC = () => + csvData + .split('\n') + .map(x => x.split(',')) + .map(([unix, _date, _symbol, open, high, low, close]) => ({ + date: new Date(+unix), + open: +open, + high: +high, + low: +low, + close: +close, + })) + +const csvData = + '1610582400000,2021-01-14 00:00:00,BTC/USDT,37371.38000000,38172.22000000,37362.49000000,37965.47000000,1933.96427200,73200951.55824713,36661\n1610578800000,2021-01-13 23:00:00,BTC/USDT,37204.09000000,37584.73000000,37000.00000000,37371.38000000,4003.12820400,149324552.65971510,94280\n1610575200000,2021-01-13 22:00:00,BTC/USDT,37291.25000000,37850.00000000,36827.02000000,37203.87000000,6042.03307500,225941892.14352165,145104\n1610571600000,2021-01-13 21:00:00,BTC/USDT,36222.07000000,37427.00000000,36110.76000000,37299.49000000,7450.10466700,273979677.45851544,143713\n1610568000000,2021-01-13 20:00:00,BTC/USDT,36002.24000000,36450.01000000,35704.21000000,36222.07000000,5750.01446700,207658780.19389705,118490\n1610564400000,2021-01-13 19:00:00,BTC/USDT,35719.36000000,36188.00000000,35577.55000000,36002.25000000,5312.21893200,190903832.62323042,102457\n1610560800000,2021-01-13 18:00:00,BTC/USDT,34821.47000000,35901.00000000,34720.00000000,35719.36000000,6649.55774600,235681753.55135671,129664\n1610557200000,2021-01-13 17:00:00,BTC/USDT,34784.98000000,35000.00000000,34652.06000000,34821.48000000,2913.41367000,101556217.35535974,74641\n1610553600000,2021-01-13 16:00:00,BTC/USDT,34673.90000000,34930.00000000,34388.53000000,34783.14000000,2872.01120200,99506730.47508033,74086\n1610550000000,2021-01-13 15:00:00,BTC/USDT,34260.70000000,34850.00000000,34200.00000000,34673.90000000,3658.84742300,126337617.72096771,82393\n1610546400000,2021-01-13 14:00:00,BTC/USDT,34575.51000000,35100.00000000,34216.00000000,34260.70000000,5193.52343100,180511640.73806480,101193\n1610542800000,2021-01-13 13:00:00,BTC/USDT,34266.52000000,34787.24000000,34070.00000000,34575.50000000,3664.90875200,126544042.17738252,77740\n1610539200000,2021-01-13 12:00:00,BTC/USDT,34385.48000000,34512.00000000,34017.00000000,34266.52000000,3585.06836000,122779592.03370346,83868\n1610535600000,2021-01-13 11:00:00,BTC/USDT,34922.99000000,35250.00000000,34242.15000000,34385.48000000,5982.91999400,207938425.33048149,112096\n1610532000000,2021-01-13 10:00:00,BTC/USDT,34343.62000000,35066.64000000,34343.61000000,34923.00000000,4760.85293600,165510800.23160082,108046\n1610528400000,2021-01-13 09:00:00,BTC/USDT,34517.44000000,35107.47000000,34200.00000000,34343.62000000,4738.54255100,164370205.87977076,95053\n1610524800000,2021-01-13 08:00:00,BTC/USDT,34986.90000000,35063.59000000,34438.95000000,34519.19000000,5729.47622900,198712825.27925155,99962\n1610521200000,2021-01-13 07:00:00,BTC/USDT,33780.68000000,35180.67000000,33550.00000000,34986.90000000,6468.36582000,223311028.86666966,129033\n1610517600000,2021-01-13 06:00:00,BTC/USDT,33321.76000000,34212.87000000,33212.12000000,33780.68000000,4919.32255800,166187643.75213094,117208\n1610514000000,2021-01-13 05:00:00,BTC/USDT,33183.89000000,33521.96000000,32800.00000000,33321.75000000,3402.31753600,112789336.11601216,74376\n1610510400000,2021-01-13 04:00:00,BTC/USDT,33818.50000000,33910.00000000,33090.90000000,33183.88000000,3956.30306000,132358668.93296781,81338\n1610506800000,2021-01-13 03:00:00,BTC/USDT,33035.21000000,34375.51000000,32981.94000000,33818.50000000,6460.71206000,218830650.55841690,113365\n1610503200000,2021-01-13 02:00:00,BTC/USDT,33125.30000000,33551.55000000,32566.55000000,33035.21000000,5457.27537100,180313046.83527591,97536\n1610499600000,2021-01-13 01:00:00,BTC/USDT,32526.93000000,33450.00000000,32487.11000000,33124.06000000,6231.71754500,205116100.18111848,110099\n1610496000000,2021-01-13 00:00:00,BTC/USDT,34049.15000000,34049.15000000,32380.00000000,32526.50000000,9275.27934900,306711545.32513445,148548\n1610492400000,2021-01-12 23:00:00,BTC/USDT,33751.70000000,34138.84000000,33260.74000000,34051.24000000,6381.93199200,214601532.84028451,126383\n1610488800000,2021-01-12 22:00:00,BTC/USDT,34721.74000000,35051.02000000,33297.82000000,33743.18000000,3949.37391100,134851382.60556787,100050\n1610485200000,2021-01-12 21:00:00,BTC/USDT,34287.95000000,34877.28000000,33801.04000000,34719.03000000,4053.70405600,139157664.78739752,89121\n1610481600000,2021-01-12 20:00:00,BTC/USDT,34686.10000000,34702.22000000,33730.00000000,34287.95000000,5034.97631600,171715989.97505660,113254\n1610478000000,2021-01-12 19:00:00,BTC/USDT,35040.78000000,35040.79000000,34178.89000000,34685.11000000,3815.68001400,132021423.41342590,83351\n1610474400000,2021-01-12 18:00:00,BTC/USDT,35012.54000000,35550.00000000,34810.01000000,35040.78000000,4048.61314400,142422688.30968393,88596\n1610470800000,2021-01-12 17:00:00,BTC/USDT,34998.91000000,35289.67000000,34560.00000000,35012.53000000,5686.97075900,198481126.85605437,109149\n1610467200000,2021-01-12 16:00:00,BTC/USDT,33829.40000000,35000.00000000,33819.11000000,34998.90000000,5939.78549300,205218579.80101925,116044\n1610463600000,2021-01-12 15:00:00,BTC/USDT,33416.47000000,34285.71000000,33406.88000000,33829.40000000,6681.45394200,226445698.58107617,125863\n1610460000000,2021-01-12 14:00:00,BTC/USDT,33286.00000000,34064.25000000,32531.00000000,33426.47000000,11811.35594900,393694368.81381614,189971\n1610456400000,2021-01-12 13:00:00,BTC/USDT,35012.96000000,35399.70000000,33250.00000000,33291.06000000,10038.22509500,343775108.96552814,161263\n1610452800000,2021-01-12 12:00:00,BTC/USDT,35410.99000000,35688.82000000,34850.00000000,35014.75000000,4399.50968300,155060827.99845856,80069\n1610449200000,2021-01-12 11:00:00,BTC/USDT,35085.76000000,35841.01000000,35084.92000000,35410.99000000,4770.00225200,169178056.75008352,86550\n1610445600000,2021-01-12 10:00:00,BTC/USDT,35925.76000000,36150.71000000,34757.00000000,35085.77000000,6437.92750600,226777326.93409420,143080\n1610442000000,2021-01-12 09:00:00,BTC/USDT,35773.23000000,36150.67000000,35370.21000000,35925.76000000,3783.31674300,135595914.73912248,94262\n1610438400000,2021-01-12 08:00:00,BTC/USDT,36413.60000000,36499.98000000,35587.86000000,35773.24000000,5138.33768500,184973179.98963707,101155\n1610434800000,2021-01-12 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01:00:00,BTC/USDT,34929.99000000,35457.00000000,33880.00000000,34289.30000000,5087.44237000,176294252.52681766,109515\n1610409600000,2021-01-12 00:00:00,BTC/USDT,35410.37000000,35547.19000000,34287.34000000,34929.98000000,6612.03638100,230807172.42598563,130795\n1610406000000,2021-01-11 23:00:00,BTC/USDT,34361.16000000,35638.55000000,34361.16000000,35404.47000000,9188.29941400,322597532.80513758,150098\n1610402400000,2021-01-11 22:00:00,BTC/USDT,33962.22000000,34892.74000000,33650.00000000,34359.07000000,5403.70363100,185939943.89889369,134198\n1610398800000,2021-01-11 21:00:00,BTC/USDT,33410.75000000,34466.00000000,33076.05000000,33968.09000000,9804.01167300,332651007.11123541,182255\n1610395200000,2021-01-11 20:00:00,BTC/USDT,32254.63000000,33465.48000000,31408.07000000,33409.80000000,8540.91364700,275831078.34556703,164613\n1610391600000,2021-01-11 19:00:00,BTC/USDT,32562.10000000,32737.40000000,31215.00000000,32254.62000000,7289.18436100,233109852.78429258,153369\n1610388000000,2021-01-11 18:00:00,BTC/USDT,32848.96000000,33300.00000000,32432.32000000,32562.10000000,7184.91161600,236361243.57798098,136615\n1610384400000,2021-01-11 17:00:00,BTC/USDT,31771.77000000,33585.17000000,30701.80000000,32839.87000000,16685.08091700,540672713.18962742,267122\n1610380800000,2021-01-11 16:00:00,BTC/USDT,31582.82000000,32250.00000000,30420.00000000,31777.19000000,20017.08514800,622713357.15522214,315778\n1610377200000,2021-01-11 15:00:00,BTC/USDT,33291.56000000,33679.74000000,31415.90000000,31580.00000000,11202.31877200,363657258.00175475,193457\n1610373600000,2021-01-11 14:00:00,BTC/USDT,32808.92000000,33770.11000000,31115.00000000,33299.12000000,23220.78262900,754881732.25507185,328807\n1610370000000,2021-01-11 13:00:00,BTC/USDT,34273.49000000,34450.00000000,32700.00000000,32813.71000000,12794.35086900,428304476.95230326,203687\n1610366400000,2021-01-11 12:00:00,BTC/USDT,34198.55000000,35110.00000000,33308.01000000,34275.64000000,9904.29308300,339316781.85416521,182659\n1610362800000,2021-01-11 11:00:00,BTC/USDT,35368.81000000,35471.00000000,34020.00000000,34198.56000000,7167.26663200,249203003.73990949,139115\n1610359200000,2021-01-11 10:00:00,BTC/USDT,35765.98000000,36360.00000000,35238.01000000,35367.60000000,6245.55977000,223540104.68064499,130986\n1610355600000,2021-01-11 09:00:00,BTC/USDT,35430.00000000,35788.06000000,34800.00000000,35765.98000000,5625.53336200,198581030.52970092,118919\n1610352000000,2021-01-11 08:00:00,BTC/USDT,34372.25000000,35919.86000000,34249.00000000,35430.00000000,6432.36153600,228082153.68068114,128300\n1610348400000,2021-01-11 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01:00:00,BTC/USDT,37192.10000000,37824.00000000,36700.09000000,37237.66000000,4215.99647000,157446432.61687462,94031\n1610323200000,2021-01-11 00:00:00,BTC/USDT,38150.02000000,38264.74000000,36501.00000000,37192.10000000,7568.89448700,282133773.45771687,144478\n1610319600000,2021-01-10 23:00:00,BTC/USDT,38429.85000000,38692.79000000,37935.92000000,38150.02000000,3794.32362000,145426560.60992947,81328\n1610316000000,2021-01-10 22:00:00,BTC/USDT,38052.58000000,39000.00000000,37852.09000000,38428.23000000,4739.66852100,183000874.59129449,117221\n1610312400000,2021-01-10 21:00:00,BTC/USDT,37727.29000000,38288.17000000,37525.22000000,38055.30000000,7661.05957300,290757651.27777476,151403\n1610308800000,2021-01-10 20:00:00,BTC/USDT,37472.40000000,37793.50000000,35111.11000000,37718.88000000,18938.32980400,696190674.07068193,326195\n1610305200000,2021-01-10 19:00:00,BTC/USDT,38106.11000000,38536.65000000,37111.00000000,37456.77000000,4232.50255500,160518393.07414801,108389\n1610301600000,2021-01-10 18:00:00,BTC/USDT,38571.95000000,38778.00000000,37675.30000000,38109.68000000,6090.67144700,232738420.47658579,130643\n1610298000000,2021-01-10 17:00:00,BTC/USDT,39232.76000000,39388.20000000,37200.00000000,38571.86000000,12879.62069600,492818910.76509772,227163\n1610294400000,2021-01-10 16:00:00,BTC/USDT,39671.82000000,39757.55000000,39186.16000000,39234.29000000,2904.11345600,114524017.31947872,74323\n1610290800000,2021-01-10 15:00:00,BTC/USDT,39431.58000000,39934.76000000,39062.91000000,39671.81000000,3219.50221900,127407920.98714545,80993\n1610287200000,2021-01-10 14:00:00,BTC/USDT,39800.89000000,39847.26000000,39247.54000000,39431.59000000,3199.91402300,126603785.26782930,77289\n1610283600000,2021-01-10 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00:00:00,BTC/USDT,40088.22000000,40736.76000000,40087.15000000,40581.48000000,2697.15194400,109155020.52709842,75975\n1610233200000,2021-01-09 23:00:00,BTC/USDT,40283.73000000,40415.01000000,39928.91000000,40088.22000000,3255.53576100,130848312.14581371,77661\n1610229600000,2021-01-09 22:00:00,BTC/USDT,40718.81000000,40743.47000000,40120.00000000,40281.09000000,1973.25228700,79649919.17291718,63216\n1610226000000,2021-01-09 21:00:00,BTC/USDT,40610.35000000,40755.00000000,40483.17000000,40718.80000000,2433.80943000,98937085.11211261,74533\n1610222400000,2021-01-09 20:00:00,BTC/USDT,40665.91000000,40781.69000000,40050.00000000,40606.22000000,3330.65176500,134668657.46555306,86204\n1610218800000,2021-01-09 19:00:00,BTC/USDT,40650.00000000,40880.00000000,40469.40000000,40665.91000000,1864.14249300,75910582.21499661,55768\n1610215200000,2021-01-09 18:00:00,BTC/USDT,40421.40000000,40800.00000000,40417.36000000,40650.01000000,2109.16468000,85758517.67667532,52834\n1610211600000,2021-01-09 17:00:00,BTC/USDT,39995.09000000,40586.87000000,39985.45000000,40421.40000000,2205.65303100,89095373.96045112,61685\n1610208000000,2021-01-09 16:00:00,BTC/USDT,40525.16000000,40649.96000000,39869.00000000,39995.10000000,3942.09517300,158583517.38012921,101902\n1610204400000,2021-01-09 15:00:00,BTC/USDT,40819.01000000,40953.00000000,40200.00000000,40525.15000000,3364.43316400,136453850.42727688,84201\n1610200800000,2021-01-09 14:00:00,BTC/USDT,41051.66000000,41380.00000000,40700.00000000,40819.01000000,3867.78119200,158901525.79577861,88998\n1610197200000,2021-01-09 13:00:00,BTC/USDT,40874.99000000,41222.00000000,40679.10000000,41051.65000000,3818.65745000,156480184.02975569,101156\n1610193600000,2021-01-09 12:00:00,BTC/USDT,40565.77000000,40912.48000000,40410.01000000,40874.99000000,2732.20120400,111129222.70939649,70238\n1610190000000,2021-01-09 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22:00:00,BTC/USDT,40075.82000000,40785.00000000,39740.95000000,40674.45000000,3008.04856300,121290642.62703400,94417\n1610139600000,2021-01-08 21:00:00,BTC/USDT,39062.88000000,40116.37000000,38652.00000000,40075.82000000,6171.36420800,243712568.15469437,130312\n1610136000000,2021-01-08 20:00:00,BTC/USDT,40365.09000000,40500.00000000,38888.00000000,39059.15000000,9598.07354700,379934389.42082304,202984\n1610132400000,2021-01-08 19:00:00,BTC/USDT,39920.67000000,40700.00000000,39900.35000000,40365.09000000,3881.07246400,156704308.94925451,89817\n1610128800000,2021-01-08 18:00:00,BTC/USDT,41009.08000000,41153.00000000,39800.00000000,39920.39000000,6673.74778200,269890839.41926600,137300\n1610125200000,2021-01-08 17:00:00,BTC/USDT,41303.41000000,41556.19000000,40888.88000000,41009.07000000,3675.20465500,151525080.93204277,89742\n1610121600000,2021-01-08 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16:00:00,BTC/USDT,38970.41000000,39500.00000000,38921.49000000,39120.01000000,8054.61611400,315624646.46786094,152513\n1610031600000,2021-01-07 15:00:00,BTC/USDT,38450.51000000,38970.42000000,38062.75000000,38970.42000000,5401.36264100,208049947.52961345,108411\n1610028000000,2021-01-07 14:00:00,BTC/USDT,38161.60000000,38644.76000000,38079.02000000,38453.97000000,5516.63370100,211915217.15929497,127201\n1610024400000,2021-01-07 13:00:00,BTC/USDT,37941.37000000,38429.00000000,37900.00000000,38161.60000000,5364.34606600,205106242.97582551,109894\n1610020800000,2021-01-07 12:00:00,BTC/USDT,37825.64000000,38200.00000000,37518.00000000,37941.36000000,6363.35906900,241319458.86435367,126651\n1610017200000,2021-01-07 11:00:00,BTC/USDT,37045.45000000,37913.72000000,37038.97000000,37822.09000000,4315.49039700,161597115.72571475,93785\n1610013600000,2021-01-07 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22:00:00,BTC/USDT,35869.97000000,36379.99000000,35700.92000000,35989.63000000,2717.84739300,98138204.77164020,84495\n1609966800000,2021-01-06 21:00:00,BTC/USDT,36015.16000000,36470.00000000,35650.00000000,35874.16000000,7481.32434800,269663315.99895945,143699\n1609963200000,2021-01-06 20:00:00,BTC/USDT,34818.95000000,36250.00000000,34280.00000000,36015.88000000,10922.41272400,384838155.99124447,211465\n1609959600000,2021-01-06 19:00:00,BTC/USDT,35215.75000000,35695.00000000,34652.60000000,34816.72000000,5619.20776800,198986931.55874261,127198\n1609956000000,2021-01-06 18:00:00,BTC/USDT,34898.52000000,35245.00000000,34894.22000000,35215.75000000,3704.00848100,130045690.18758426,79341\n1609952400000,2021-01-06 17:00:00,BTC/USDT,34615.98000000,35057.81000000,34562.00000000,34898.52000000,3410.29344000,118876311.09590797,78917\n1609948800000,2021-01-06 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14:00:00,BTC/USDT,31400.00000000,32167.93000000,31400.00000000,32113.68000000,7479.38358700,237746821.62135450,116397\n1609765200000,2021-01-04 13:00:00,BTC/USDT,31219.03000000,31400.00000000,30600.00000000,31400.00000000,5474.65478700,169692056.80846927,101540\n1609761600000,2021-01-04 12:00:00,BTC/USDT,30742.99000000,31434.07000000,30454.25000000,31219.02000000,8316.88082800,257727418.56933529,153242\n1609758000000,2021-01-04 11:00:00,BTC/USDT,30270.76000000,30900.20000000,29400.00000000,30743.06000000,9413.49006700,283733132.88333011,170181\n1609754400000,2021-01-04 10:00:00,BTC/USDT,31038.35000000,31227.33000000,28130.00000000,30270.76000000,19376.83117900,573629351.31642204,305630\n1609750800000,2021-01-04 09:00:00,BTC/USDT,32045.15000000,32152.15000000,30248.85000000,31038.63000000,11271.89653100,351321935.49618102,173055\n1609747200000,2021-01-04 08:00:00,BTC/USDT,32068.84000000,32567.88000000,31450.00000000,32045.14000000,6529.25324800,209132998.40311764,125127\n1609743600000,2021-01-04 07:00:00,BTC/USDT,33100.02000000,33148.69000000,31505.00000000,32068.84000000,9472.37682800,305928119.96734844,163230\n1609740000000,2021-01-04 06:00:00,BTC/USDT,32813.01000000,33408.00000000,32813.00000000,33100.02000000,4768.76492800,157679676.36409471,93791\n1609736400000,2021-01-04 05:00:00,BTC/USDT,33257.56000000,33315.90000000,32802.25000000,32813.01000000,3990.70088000,132098247.27391540,86995\n1609732800000,2021-01-04 04:00:00,BTC/USDT,33505.15000000,33600.00000000,33186.14000000,33257.55000000,3167.02927300,105695860.81390999,70718\n1609729200000,2021-01-04 03:00:00,BTC/USDT,33454.21000000,33510.71000000,33160.00000000,33505.16000000,3174.20913400,105885637.67106639,74546\n1609725600000,2021-01-04 02:00:00,BTC/USDT,33191.05000000,33588.00000000,32958.38000000,33454.22000000,3180.35078300,105765257.03035539,73174\n1609722000000,2021-01-04 01:00:00,BTC/USDT,32843.89000000,33327.00000000,32602.47000000,33191.04000000,3390.02387200,111723279.13155555,77232\n1609718400000,2021-01-04 00:00:00,BTC/USDT,33000.05000000,33111.44000000,32400.25000000,32843.88000000,4792.20683100,157090780.02866342,102303\n1609714800000,2021-01-03 23:00:00,BTC/USDT,33119.14000000,33600.00000000,32600.00000000,33000.05000000,5077.56059200,168463124.87883950,108752\n1609711200000,2021-01-03 22:00:00,BTC/USDT,33559.06000000,33661.10000000,33000.00000000,33119.14000000,2841.03309300,94606664.88271222,74965\n1609707600000,2021-01-03 21:00:00,BTC/USDT,33725.72000000,33861.92000000,33506.00000000,33558.34000000,2123.06799200,71508817.93767056,76216\n1609704000000,2021-01-03 20:00:00,BTC/USDT,32775.10000000,33816.00000000,32727.10000000,33726.21000000,5420.67818300,181382884.16276131,111426\n1609700400000,2021-01-03 19:00:00,BTC/USDT,32769.79000000,32930.00000000,32455.71000000,32772.21000000,2288.43941200,74825548.95742354,73266\n1609696800000,2021-01-03 18:00:00,BTC/USDT,32907.51000000,33031.57000000,32267.00000000,32769.76000000,4707.19994300,153750662.05561621,94512\n1609693200000,2021-01-03 17:00:00,BTC/USDT,32676.75000000,33333.33000000,32454.73000000,32909.27000000,7447.80916300,244812012.99385249,135756\n1609689600000,2021-01-03 16:00:00,BTC/USDT,33505.15000000,33822.69000000,32650.00000000,32676.74000000,7983.73912500,266031558.97452663,129178\n1609686000000,2021-01-03 15:00:00,BTC/USDT,33811.54000000,33873.45000000,32727.00000000,33506.62000000,8391.24975700,279582888.95484869,140091\n1609682400000,2021-01-03 14:00:00,BTC/USDT,33877.98000000,34150.00000000,33450.00000000,33811.54000000,5928.80556300,200638151.95697655,112757\n1609678800000,2021-01-03 13:00:00,BTC/USDT,34103.73000000,34385.02000000,33800.00000000,33880.00000000,4373.73837600,149031480.84569385,87957\n1609675200000,2021-01-03 12:00:00,BTC/USDT,34413.53000000,34600.00000000,33928.75000000,34103.72000000,4546.28348100,155830593.73039518,89900\n1609671600000,2021-01-03 11:00:00,BTC/USDT,33877.96000000,34450.00000000,33787.55000000,34413.53000000,4116.85314100,140535081.14537481,92262\n1609668000000,2021-01-03 10:00:00,BTC/USDT,34189.98000000,34350.00000000,33403.00000000,33877.96000000,6335.22664200,214615660.03475803,120518\n1609664400000,2021-01-03 09:00:00,BTC/USDT,34367.35000000,34588.88000000,33800.00000000,34190.55000000,6052.67897200,206713459.38775728,114590\n1609660800000,2021-01-03 08:00:00,BTC/USDT,34451.78000000,34670.41000000,33757.29000000,34367.68000000,6146.77411200,210713141.05225317,110795\n1609657200000,2021-01-03 07:00:00,BTC/USDT,33967.13000000,34778.11000000,33737.19000000,34452.34000000,7968.07402300,273877823.02471700,135337\n1609653600000,2021-01-03 06:00:00,BTC/USDT,33758.67000000,34110.05000000,33651.12000000,33967.13000000,4526.91097400,153551636.94704574,95086\n1609650000000,2021-01-03 05:00:00,BTC/USDT,33192.53000000,34180.00000000,33109.44000000,33758.67000000,10355.07031500,350167811.09683042,176812\n1609646400000,2021-01-03 04:00:00,BTC/USDT,32576.11000000,33250.00000000,32450.00000000,33192.53000000,3436.07098400,112792746.66880588,60917\n1609642800000,2021-01-03 03:00:00,BTC/USDT,32741.68000000,32756.00000000,32404.00000000,32573.87000000,2125.87880000,69347477.45908845,46215\n1609639200000,2021-01-03 02:00:00,BTC/USDT,32583.04000000,32884.09000000,32550.00000000,32741.67000000,2017.20975900,66039545.22800387,48226\n1609635600000,2021-01-03 01:00:00,BTC/USDT,32447.95000000,32790.07000000,32201.00000000,32585.09000000,3401.15220700,110773399.69333609,70692\n1609632000000,2021-01-03 00:00:00,BTC/USDT,32176.45000000,32497.80000000,31962.99000000,32447.94000000,3346.06214100,108006253.42272902,63472\n1609628400000,2021-01-02 23:00:00,BTC/USDT,32143.53000000,32246.67000000,31500.00000000,32178.33000000,4622.34033800,147557520.62016068,85383\n1609624800000,2021-01-02 22:00:00,BTC/USDT,31693.53000000,32311.92000000,31424.96000000,32145.66000000,3879.06209400,124189288.57427153,91572\n1609621200000,2021-01-02 21:00:00,BTC/USDT,30669.43000000,32005.94000000,30300.00000000,31694.59000000,10395.12064200,326513926.94158377,161944\n1609617600000,2021-01-02 20:00:00,BTC/USDT,33027.20000000,33061.37000000,30550.00000000,30667.22000000,15733.28311200,504482345.09340442,213120\n1609614000000,2021-01-02 19:00:00,BTC/USDT,32999.98000000,33220.00000000,32690.00000000,33027.20000000,5844.85649900,192991798.29034694,100521\n1609610400000,2021-01-02 18:00:00,BTC/USDT,32856.95000000,33300.00000000,32421.00000000,32999.98000000,7170.29541200,235363454.12117517,107993\n1609606800000,2021-01-02 17:00:00,BTC/USDT,32484.28000000,32935.00000000,32394.77000000,32856.96000000,6402.18070100,209101591.46210164,106138\n1609603200000,2021-01-02 16:00:00,BTC/USDT,31691.09000000,33000.00000000,31616.42000000,32482.28000000,15432.28518600,500065150.69207718,243515\n1609599600000,2021-01-02 15:00:00,BTC/USDT,31290.53000000,31800.00000000,31236.37000000,31691.29000000,5626.19375500,177435149.22325535,97954\n1609596000000,2021-01-02 14:00:00,BTC/USDT,31546.06000000,31567.89000000,31065.00000000,31290.53000000,6447.78389700,201609364.53663465,115280\n1609592400000,2021-01-02 13:00:00,BTC/USDT,30604.03000000,31561.87000000,30521.00000000,31541.17000000,9182.42970300,284862696.67061101,155703\n1609588800000,2021-01-02 12:00:00,BTC/USDT,29754.99000000,30888.00000000,29741.39000000,30604.03000000,12772.56604400,387025691.68456484,200036\n1609585200000,2021-01-02 11:00:00,BTC/USDT,29679.51000000,29780.53000000,29622.79000000,29755.00000000,1365.03665500,40570945.42355006,29571\n1609581600000,2021-01-02 10:00:00,BTC/USDT,29612.88000000,29829.00000000,29473.91000000,29680.99000000,2315.18233700,68694488.75869353,49466\n1609578000000,2021-01-02 09:00:00,BTC/USDT,29844.52000000,29899.00000000,29578.05000000,29612.87000000,3188.49737500,94891130.35379542,63645\n1609574400000,2021-01-02 08:00:00,BTC/USDT,29751.47000000,29849.11000000,29640.00000000,29844.51000000,2358.08824100,70213292.48882387,55194\n1609570800000,2021-01-02 07:00:00,BTC/USDT,29709.06000000,29820.50000000,29623.31000000,29750.00000000,3067.81272400,91222945.57779763,56853\n1609567200000,2021-01-02 06:00:00,BTC/USDT,29589.99000000,29745.00000000,29450.00000000,29709.07000000,3030.24082000,89791157.01909066,61113\n1609563600000,2021-01-02 05:00:00,BTC/USDT,29349.63000000,29590.00000000,29349.63000000,29589.99000000,2778.87823100,81957934.92152147,48203\n1609560000000,2021-01-02 04:00:00,BTC/USDT,29351.95000000,29396.00000000,29220.00000000,29349.63000000,988.71107000,28985783.95102539,36593\n1609556400000,2021-01-02 03:00:00,BTC/USDT,29323.82000000,29382.49000000,29256.85000000,29351.95000000,1158.04176100,33963115.16512242,33338\n1609552800000,2021-01-02 02:00:00,BTC/USDT,29359.46000000,29469.00000000,29320.01000000,29323.82000000,1704.83013700,50111457.75322650,34864\n1609549200000,2021-01-02 01:00:00,BTC/USDT,29197.93000000,29400.00000000,29100.00000000,29359.47000000,1891.99724900,55385402.78970417,41136\n1609545600000,2021-01-02 00:00:00,BTC/USDT,29331.70000000,29338.59000000,28946.53000000,29197.48000000,2638.15937900,76856531.55900287,56787\n1609542000000,2021-01-01 23:00:00,BTC/USDT,29262.32000000,29338.89000000,29228.14000000,29331.69000000,971.12338500,28443882.37070015,28620\n1609538400000,2021-01-01 22:00:00,BTC/USDT,29163.17000000,29326.74000000,29104.57000000,29262.32000000,1127.03589700,32972283.53778708,37533\n1609534800000,2021-01-01 21:00:00,BTC/USDT,29200.97000000,29289.82000000,29130.00000000,29160.39000000,1447.22964100,42285361.51600605,34181\n1609531200000,2021-01-01 20:00:00,BTC/USDT,29029.04000000,29279.72000000,28880.37000000,29200.96000000,1838.54908200,53590098.13888548,52949\n1609527600000,2021-01-01 19:00:00,BTC/USDT,29072.70000000,29125.32000000,28950.00000000,29029.04000000,1629.22872100,47324728.28361069,49038\n1609524000000,2021-01-01 18:00:00,BTC/USDT,29077.59000000,29259.98000000,28624.57000000,29072.70000000,4226.43004100,122480565.74309262,88856\n1609520400000,2021-01-01 17:00:00,BTC/USDT,29300.79000000,29339.76000000,28937.00000000,29079.64000000,2504.97709900,73023440.33533108,58010\n1609516800000,2021-01-01 16:00:00,BTC/USDT,29188.67000000,29360.00000000,29125.00000000,29300.57000000,1490.32948400,43610391.87454118,41586\n1609513200000,2021-01-01 15:00:00,BTC/USDT,29327.83000000,29391.00000000,29030.14000000,29188.67000000,2779.06389400,81232002.48765679,71966\n1609509600000,2021-01-01 14:00:00,BTC/USDT,29464.79000000,29530.00000000,29266.15000000,29327.84000000,2612.67217000,76824362.53364532,63341\n1609506000000,2021-01-01 13:00:00,BTC/USDT,29233.49000000,29470.00000000,29200.00000000,29464.79000000,2211.29829000,64952612.17843147,51420\n1609502400000,2021-01-01 12:00:00,BTC/USDT,29313.49000000,29600.00000000,29150.00000000,29233.49000000,4191.91516100,123253838.23617110,82845\n1609498800000,2021-01-01 11:00:00,BTC/USDT,29223.82000000,29402.57000000,29212.44000000,29313.49000000,2309.22771700,67680909.41227815,49883\n1609495200000,2021-01-01 10:00:00,BTC/USDT,29202.21000000,29344.97000000,29152.88000000,29223.82000000,1944.25584100,56881923.87605724,46783\n1609491600000,2021-01-01 09:00:00,BTC/USDT,29000.01000000,29307.73000000,28970.00000000,29202.21000000,2022.05602200,59006512.26098600,43674\n1609488000000,2021-01-01 08:00:00,BTC/USDT,29092.84000000,29178.03000000,28872.24000000,29000.01000000,2008.16573900,58274190.69862189,55012\n1609484400000,2021-01-01 07:00:00,BTC/USDT,29174.35000000,29191.98000000,28806.54000000,29092.83000000,2380.18091800,69034619.09489940,53158\n1609480800000,2021-01-01 06:00:00,BTC/USDT,29187.01000000,29270.00000000,29077.32000000,29174.35000000,1420.72629100,41446013.01819005,46400\n1609477200000,2021-01-01 05:00:00,BTC/USDT,29220.31000000,29235.28000000,29084.11000000,29187.01000000,1469.95626200,42864538.70435811,41800\n1609473600000,2021-01-01 04:00:00,BTC/USDT,29278.41000000,29395.00000000,29029.40000000,29220.31000000,2038.04680300,59614637.30352874,55414\n1609470000000,2021-01-01 03:00:00,BTC/USDT,29195.25000000,29367.00000000,29150.02000000,29278.40000000,1461.34507700,42760776.72551646,42510\n1609466400000,2021-01-01 02:00:00,BTC/USDT,29410.00000000,29465.26000000,29120.03000000,29194.65000000,2384.23156000,69842653.67342030,57646\n1609462800000,2021-01-01 01:00:00,BTC/USDT,28995.13000000,29470.00000000,28960.35000000,29409.99000000,5403.06847100,158357816.81805722,103896\n1609459200000,2021-01-01 00:00:00,BTC/USDT,28923.63000000,29031.34000000,28690.17000000,28995.13000000,2311.81144500,66768830.34010008,58389\n1609455600000,2020-12-31 23:00:00,BTC/USDT,29100.83000000,29110.35000000,28780.00000000,28923.63000000,1976.41929900,57243040.06672289,46165\n1609452000000,2020-12-31 22:00:00,BTC/USDT,28966.36000000,29143.73000000,28910.19000000,29100.84000000,1438.50632600,41807122.88999045,36413\n1609448400000,2020-12-31 21:00:00,BTC/USDT,29126.71000000,29169.55000000,28900.79000000,28966.36000000,2524.47311100,73351462.94451089,51297\n1609444800000,2020-12-31 20:00:00,BTC/USDT,28897.84000000,29139.65000000,28862.00000000,29126.70000000,1936.48029900,56103301.54204034,42101\n1609441200000,2020-12-31 19:00:00,BTC/USDT,28872.24000000,29000.00000000,28742.41000000,28897.83000000,2293.82133900,66289233.16417270,56789\n1609437600000,2020-12-31 18:00:00,BTC/USDT,28571.97000000,28898.00000000,28424.56000000,28872.25000000,2579.41940800,74095956.48706694,48133\n1609434000000,2020-12-31 17:00:00,BTC/USDT,28382.47000000,28723.68000000,28362.00000000,28571.97000000,2435.55698800,69604052.89271796,49032\n1609430400000,2020-12-31 16:00:00,BTC/USDT,28782.01000000,28822.59000000,28311.00000000,28380.60000000,2970.38140600,84889969.84550027,78389\n1609426800000,2020-12-31 15:00:00,BTC/USDT,28371.52000000,28840.26000000,28369.53000000,28770.00000000,3793.59720500,108642922.25717718,74076\n1609423200000,2020-12-31 14:00:00,BTC/USDT,28519.25000000,28523.47000000,28111.25000000,28371.51000000,3624.61853100,102605271.68508579,69397\n1609419600000,2020-12-31 13:00:00,BTC/USDT,28617.65000000,28635.90000000,27850.00000000,28519.00000000,7710.02965200,218204970.10157385,128115\n1609416000000,2020-12-31 12:00:00,BTC/USDT,28910.29000000,28989.03000000,28400.00000000,28617.60000000,4468.90200100,128561483.62739386,85698\n1609412400000,2020-12-31 11:00:00,BTC/USDT,29136.49000000,29140.00000000,28888.43000000,28910.30000000,2148.68443700,62354769.67185555,52675\n1609408800000,2020-12-31 10:00:00,BTC/USDT,28989.99000000,29168.37000000,28960.17000000,29136.49000000,2032.73984400,59164675.18772087,48970\n1609405200000,2020-12-31 09:00:00,BTC/USDT,28926.32000000,29067.82000000,28580.00000000,28989.99000000,2954.20945400,85246205.98696452,63400\n1609401600000,2020-12-31 08:00:00,BTC/USDT,29155.24000000,29210.83000000,28780.00000000,28926.31000000,3372.84919500,97673627.75426602,71919\n1609398000000,2020-12-31 07:00:00,BTC/USDT,28859.02000000,29285.00000000,28859.02000000,29155.25000000,3192.08297300,93052548.87306031,66499\n1609394400000,2020-12-31 06:00:00,BTC/USDT,28972.20000000,29074.22000000,28849.50000000,28859.01000000,2126.65340600,61619103.59331996,49700\n1609390800000,2020-12-31 05:00:00,BTC/USDT,29028.34000000,29031.66000000,28738.10000000,28972.20000000,2155.46662300,62353309.31494652,47822\n1609387200000,2020-12-31 04:00:00,BTC/USDT,29024.01000000,29185.00000000,28824.61000000,29028.35000000,2767.84337300,80326404.95159185,59446\n1609383600000,2020-12-31 03:00:00,BTC/USDT,28720.48000000,29147.75000000,28711.06000000,29024.00000000,2583.08649800,74760530.72493473,50394\n1609380000000,2020-12-31 02:00:00,BTC/USDT,28743.58000000,28792.76000000,28600.38000000,28720.49000000,1906.35578900,54720917.34465397,43654\n1609376400000,2020-12-31 01:00:00,BTC/USDT,29120.50000000,29177.41000000,28120.67000000,28743.57000000,6991.53980600,199886526.64636524,132055\n1609372800000,2020-12-31 00:00:00,BTC/USDT,28875.55000000,29300.00000000,28869.78000000,29120.51000000,5524.78818900,161042717.86644127,100654\n1609369200000,2020-12-30 23:00:00,BTC/USDT,28704.00000000,28911.52000000,28630.00000000,28875.54000000,2183.21430800,62873049.72125565,46795\n1609365600000,2020-12-30 22:00:00,BTC/USDT,28875.21000000,28903.93000000,28571.84000000,28703.88000000,1915.68322400,55106704.61475086,57210\n1609362000000,2020-12-30 21:00:00,BTC/USDT,28785.67000000,28980.00000000,28534.70000000,28875.21000000,3551.04038400,102246784.04567833,77627\n1609358400000,2020-12-30 20:00:00,BTC/USDT,28776.45000000,28996.00000000,28603.24000000,28785.67000000,4271.32751700,123035553.09734903,81707\n1609354800000,2020-12-30 19:00:00,BTC/USDT,28510.86000000,28900.05000000,28444.00000000,28776.46000000,7242.87951400,208100984.02679400,119364\n1609351200000,2020-12-30 18:00:00,BTC/USDT,28239.68000000,28530.00000000,28239.68000000,28510.86000000,3992.53675400,113395838.93303015,73104\n1609347600000,2020-12-30 17:00:00,BTC/USDT,28153.77000000,28309.88000000,28050.00000000,28239.69000000,2913.70261700,82177572.46902899,61132\n1609344000000,2020-12-30 16:00:00,BTC/USDT,28153.75000000,28240.37000000,27887.00000000,28153.78000000,3010.36422000,84526703.84275746,76484\n1609340400000,2020-12-30 15:00:00,BTC/USDT,28182.98000000,28291.82000000,27984.19000000,28153.76000000,3130.42806800,88139585.43869922,76071\n1609336800000,2020-12-30 14:00:00,BTC/USDT,27871.05000000,28184.44000000,27871.05000000,28182.98000000,2539.68508100,71183311.06808460,56468\n1609333200000,2020-12-30 13:00:00,BTC/USDT,27858.72000000,28167.21000000,27768.70000000,27869.61000000,3488.99624000,97640842.50745054,68046\n1609329600000,2020-12-30 12:00:00,BTC/USDT,27836.95000000,27934.43000000,27577.00000000,27858.73000000,2466.71131700,68456108.47536903,57020\n1609326000000,2020-12-30 11:00:00,BTC/USDT,27850.02000000,27947.92000000,27595.43000000,27838.82000000,2876.27538200,79894409.34640959,70390\n1609322400000,2020-12-30 10:00:00,BTC/USDT,27855.91000000,28063.97000000,27742.43000000,27850.02000000,3071.00440800,85724106.20922187,62269\n1609318800000,2020-12-30 09:00:00,BTC/USDT,27732.86000000,27898.63000000,27320.00000000,27855.91000000,5325.64588200,147355395.77455766,106614\n1609315200000,2020-12-30 08:00:00,BTC/USDT,28389.02000000,28579.92000000,27559.23000000,27732.30000000,7768.61402400,217617014.31082520,135951\n1609311600000,2020-12-30 07:00:00,BTC/USDT,28379.99000000,28598.74000000,28270.00000000,28386.62000000,3640.04403500,103430132.70671313,80948\n1609308000000,2020-12-30 06:00:00,BTC/USDT,28016.74000000,28577.56000000,27933.00000000,28380.00000000,6656.99572200,188485478.00267577,121521\n1609304400000,2020-12-30 05:00:00,BTC/USDT,27897.49000000,28159.00000000,27828.28000000,28016.74000000,2801.27654700,78434458.10857875,58507\n1609300800000,2020-12-30 04:00:00,BTC/USDT,28066.57000000,28205.37000000,27722.22000000,27897.49000000,4097.64569400,114488719.91646471,88571\n1609297200000,2020-12-30 03:00:00,BTC/USDT,28000.00000000,28239.00000000,27814.67000000,28065.54000000,5193.97003500,145474743.92683677,93694\n1609293600000,2020-12-30 02:00:00,BTC/USDT,27615.84000000,28000.00000000,27498.92000000,27999.14000000,4435.19551200,123358844.32213855,74615\n1609290000000,2020-12-30 01:00:00,BTC/USDT,27630.75000000,27720.00000000,27530.89000000,27615.85000000,2038.14679900,56326464.41780145,53928\n1609286400000,2020-12-30 00:00:00,BTC/USDT,27385.00000000,27837.71000000,27374.87000000,27630.74000000,6744.67454200,186480432.17779958,118059\n1609282800000,2020-12-29 23:00:00,BTC/USDT,27048.34000000,27410.00000000,26945.57000000,27385.00000000,3514.18197000,95653602.32733610,64719\n1609279200000,2020-12-29 22:00:00,BTC/USDT,26911.36000000,27117.00000000,26893.78000000,27048.32000000,1592.31929400,42998370.24386760,53571\n1609275600000,2020-12-29 21:00:00,BTC/USDT,26990.00000000,27200.87000000,26820.38000000,26913.12000000,3772.22030700,102063908.60542742,67776\n1609272000000,2020-12-29 20:00:00,BTC/USDT,26931.51000000,27000.00000000,26743.42000000,26989.63000000,2729.83530700,73447938.71221806,60182\n1609268400000,2020-12-29 19:00:00,BTC/USDT,26591.38000000,26943.89000000,26505.94000000,26931.62000000,2869.95531100,76799794.94776068,61001\n1609264800000,2020-12-29 18:00:00,BTC/USDT,26621.08000000,26749.82000000,26565.01000000,26591.29000000,2628.08695800,70031517.51499948,58753\n1609261200000,2020-12-29 17:00:00,BTC/USDT,26428.10000000,26628.98000000,26243.50000000,26621.46000000,3245.09447900,85858934.13215567,73729\n1609257600000,2020-12-29 16:00:00,BTC/USDT,26615.28000000,26625.99000000,26204.99000000,26430.84000000,4570.55134000,120598568.49984490,98414\n1609254000000,2020-12-29 15:00:00,BTC/USDT,26664.49000000,26734.40000000,26433.00000000,26614.97000000,2674.21828800,71097824.01410569,58180\n1609250400000,2020-12-29 14:00:00,BTC/USDT,26880.01000000,26902.22000000,26600.65000000,26664.49000000,2589.53772900,69240437.74178789,50584\n1609246800000,2020-12-29 13:00:00,BTC/USDT,26893.22000000,26977.16000000,26730.00000000,26880.00000000,2050.08302600,55126091.53817969,46856\n1609243200000,2020-12-29 12:00:00,BTC/USDT,26874.55000000,27100.00000000,26858.51000000,26893.22000000,3680.93022700,99357694.98701662,69244\n1609239600000,2020-12-29 11:00:00,BTC/USDT,26741.04000000,26900.00000000,26565.13000000,26876.40000000,2525.69740800,67471175.21530080,83088\n1609236000000,2020-12-29 10:00:00,BTC/USDT,26586.94000000,26860.00000000,26586.43000000,26741.03000000,2462.67666600,65925466.13131929,77255\n1609232400000,2020-12-29 09:00:00,BTC/USDT,26660.60000000,26745.00000000,26521.14000000,26590.60000000,2098.54072900,55896573.11198540,66896\n1609228800000,2020-12-29 08:00:00,BTC/USDT,26436.53000000,26765.35000000,26434.49000000,26660.36000000,3037.22678700,80759528.90458442,73312\n1609225200000,2020-12-29 07:00:00,BTC/USDT,26356.23000000,26462.94000000,26145.46000000,26435.63000000,1893.97243300,49789849.62457248,59667\n1609221600000,2020-12-29 06:00:00,BTC/USDT,26452.40000000,26533.30000000,26264.52000000,26356.22000000,2499.72047600,65994608.63618230,85925\n1609218000000,2020-12-29 05:00:00,BTC/USDT,26489.07000000,26492.00000000,25880.00000000,26452.18000000,5229.12380600,136920208.92639515,92466\n1609214400000,2020-12-29 04:00:00,BTC/USDT,26445.50000000,26583.65000000,26203.00000000,26487.62000000,4009.67056700,105947918.35762364,72698\n1609210800000,2020-12-29 03:00:00,BTC/USDT,26858.37000000,26863.07000000,26433.78000000,26444.60000000,3296.20968600,87716374.15018029,64590\n1609207200000,2020-12-29 02:00:00,BTC/USDT,26829.64000000,26949.07000000,26727.25000000,26858.37000000,1421.31556800,38167370.26937193,37081\n1609203600000,2020-12-29 01:00:00,BTC/USDT,26811.27000000,26857.01000000,26636.92000000,26830.53000000,2422.60405400,64849249.47103455,64476\n1609200000000,2020-12-29 00:00:00,BTC/USDT,27079.42000000,27116.78000000,26758.88000000,26811.29000000,2597.82019000,69904213.70498456,64703\n1609196400000,2020-12-28 23:00:00,BTC/USDT,26891.69000000,27163.77000000,26836.01000000,27079.41000000,2768.61289400,74875983.99040128,70528\n1609192800000,2020-12-28 22:00:00,BTC/USDT,26627.31000000,26940.95000000,26415.09000000,26891.69000000,3469.11861700,92603735.81696283,95389\n1609189200000,2020-12-28 21:00:00,BTC/USDT,26866.97000000,26958.64000000,26620.40000000,26627.30000000,2273.35034300,60999372.30902186,52799\n1609185600000,2020-12-28 20:00:00,BTC/USDT,26996.73000000,27098.38000000,26678.00000000,26866.97000000,3655.91074800,98188279.79644093,61827\n1609182000000,2020-12-28 19:00:00,BTC/USDT,27022.83000000,27196.09000000,26945.39000000,26996.74000000,2406.53204600,65211485.72603311,41062\n1609178400000,2020-12-28 18:00:00,BTC/USDT,27140.89000000,27228.53000000,26898.00000000,27023.55000000,2852.85684800,77306204.27001483,50328\n1609174800000,2020-12-28 17:00:00,BTC/USDT,27066.43000000,27236.71000000,27021.21000000,27140.96000000,2273.55272600,61700220.27625713,48884\n1609171200000,2020-12-28 16:00:00,BTC/USDT,26916.32000000,27157.31000000,26743.00000000,27066.44000000,3763.68259800,101672013.26842662,70585\n1609167600000,2020-12-28 15:00:00,BTC/USDT,27276.13000000,27320.00000000,26830.16000000,26916.32000000,4219.10137600,114036883.38129216,72762\n1609164000000,2020-12-28 14:00:00,BTC/USDT,27249.22000000,27355.00000000,27130.02000000,27276.11000000,3246.96023200,88508047.40385192,55929\n1609160400000,2020-12-28 13:00:00,BTC/USDT,27097.27000000,27500.00000000,27097.27000000,27249.22000000,5710.93308000,155991278.72376911,108327\n1609156800000,2020-12-28 12:00:00,BTC/USDT,26859.07000000,27145.27000000,26711.57000000,27097.28000000,4004.09994300,107985719.04627065,70646\n1609153200000,2020-12-28 11:00:00,BTC/USDT,26720.02000000,26889.71000000,26609.51000000,26859.07000000,2728.04662400,73042646.30483201,57834\n1609149600000,2020-12-28 10:00:00,BTC/USDT,26835.84000000,26922.28000000,26557.73000000,26720.58000000,3512.77934500,93918763.69167718,70034\n1609146000000,2020-12-28 09:00:00,BTC/USDT,26936.25000000,27000.00000000,26750.66000000,26835.83000000,2573.74675800,69234894.19132475,57221\n1609142400000,2020-12-28 08:00:00,BTC/USDT,27001.32000000,27080.00000000,26705.41000000,26937.88000000,3589.34838900,96519185.32892204,83455\n1609138800000,2020-12-28 07:00:00,BTC/USDT,27056.15000000,27200.00000000,27001.31000000,27001.31000000,3529.36269200,95675953.32220389,57548\n1609135200000,2020-12-28 06:00:00,BTC/USDT,26942.62000000,27100.00000000,26830.00000000,27057.63000000,2358.01126200,63587000.67336462,38595\n1609131600000,2020-12-28 05:00:00,BTC/USDT,26864.10000000,27153.90000000,26798.94000000,26942.62000000,2718.52980200,73431496.89020482,43314\n1609128000000,2020-12-28 04:00:00,BTC/USDT,27275.66000000,27332.00000000,26848.57000000,26864.11000000,2359.43802300,63829911.96619164,44380\n1609124400000,2020-12-28 03:00:00,BTC/USDT,27082.52000000,27290.00000000,26918.51000000,27275.65000000,2446.26506200,66317972.18822799,46595\n1609120800000,2020-12-28 02:00:00,BTC/USDT,27060.42000000,27169.64000000,26910.27000000,27085.00000000,2603.46947300,70402704.16030073,42982\n1609117200000,2020-12-28 01:00:00,BTC/USDT,26877.69000000,27356.30000000,26800.01000000,27062.00000000,5307.91292600,144092510.36354907,80323\n1609113600000,2020-12-28 00:00:00,BTC/USDT,26281.54000000,26976.00000000,26101.00000000,26877.70000000,5350.12068900,142674545.48481140,86857\n1609110000000,2020-12-27 23:00:00,BTC/USDT,26521.14000000,26713.96000000,26219.00000000,26281.66000000,3731.59514500,98871908.96837776,69596\n1609106400000,2020-12-27 22:00:00,BTC/USDT,26404.45000000,26699.99000000,26263.20000000,26521.14000000,3178.03750800,84137792.71018362,77226\n1609102800000,2020-12-27 21:00:00,BTC/USDT,26219.88000000,26512.00000000,25700.00000000,26400.97000000,8265.39684700,216225729.86703631,134735\n1609099200000,2020-12-27 20:00:00,BTC/USDT,27081.98000000,27095.18000000,26174.58000000,26223.51000000,6281.80491500,167120732.59960956,100435\n1609095600000,2020-12-27 19:00:00,BTC/USDT,27062.67000000,27296.28000000,26987.84000000,27081.67000000,3438.48581500,93334655.90308752,55530\n1609092000000,2020-12-27 18:00:00,BTC/USDT,26803.49000000,27070.01000000,26600.00000000,27061.41000000,4254.59658700,114153292.21421868,64559\n1609088400000,2020-12-27 17:00:00,BTC/USDT,27089.45000000,27089.55000000,26677.00000000,26801.35000000,5321.87878100,143067570.01788433,75469\n1609084800000,2020-12-27 16:00:00,BTC/USDT,27360.09000000,27490.00000000,26600.00000000,27089.44000000,9368.27861800,252535713.31425760,149930\n1609081200000,2020-12-27 15:00:00,BTC/USDT,27334.47000000,27480.00000000,27000.00000000,27359.62000000,5962.26386400,162690522.92772146,96673\n1609077600000,2020-12-27 14:00:00,BTC/USDT,27519.48000000,27777.00000000,27232.45000000,27335.65000000,7144.71835900,196868080.19582196,105504\n1609074000000,2020-12-27 13:00:00,BTC/USDT,27205.47000000,27597.19000000,27060.00000000,27519.48000000,5802.71703300,158588685.73100863,92866\n1609070400000,2020-12-27 12:00:00,BTC/USDT,27647.55000000,27648.75000000,26600.00000000,27205.48000000,12613.48045100,341673812.20124348,192534\n1609066800000,2020-12-27 11:00:00,BTC/USDT,27822.17000000,28422.00000000,26566.00000000,27646.48000000,15858.07547700,441315577.52182234,237960\n1609063200000,2020-12-27 10:00:00,BTC/USDT,27818.18000000,27893.50000000,27687.13000000,27822.16000000,3299.39056900,91697271.11317655,61047\n1609059600000,2020-12-27 09:00:00,BTC/USDT,27460.52000000,27855.00000000,27200.02000000,27818.18000000,6637.46247000,183279646.62111129,112702\n1609056000000,2020-12-27 08:00:00,BTC/USDT,27639.39000000,27935.40000000,27310.00000000,27457.00000000,7892.77938300,219162622.55279621,129016\n1609052400000,2020-12-27 07:00:00,BTC/USDT,27635.28000000,27777.82000000,27453.53000000,27639.38000000,5115.59067700,141360254.56865696,93784\n1609048800000,2020-12-27 06:00:00,BTC/USDT,26889.94000000,27750.00000000,26886.47000000,27635.28000000,9599.11262100,263131263.97930927,141623\n1609045200000,2020-12-27 05:00:00,BTC/USDT,26744.76000000,26939.98000000,26705.13000000,26889.94000000,2630.68005700,70595636.76903177,48811\n1609041600000,2020-12-27 04:00:00,BTC/USDT,26568.24000000,26839.84000000,26567.81000000,26744.76000000,2728.12156700,72926527.16668561,48413\n1609038000000,2020-12-27 03:00:00,BTC/USDT,26573.90000000,26649.50000000,26427.16000000,26568.08000000,2920.83183900,77585482.07073501,60707\n1609034400000,2020-12-27 02:00:00,BTC/USDT,26619.14000000,26859.50000000,26500.00000000,26573.90000000,4905.69398000,131022124.04904550,95570\n1609030800000,2020-12-27 01:00:00,BTC/USDT,26759.35000000,26963.46000000,26503.87000000,26619.73000000,6172.62723500,165304656.10804011,105681\n1609027200000,2020-12-27 00:00:00,BTC/USDT,26493.40000000,26850.00000000,26488.41000000,26759.35000000,5331.96641600,142279124.71116317,88122\n1609023600000,2020-12-26 23:00:00,BTC/USDT,26413.42000000,26660.00000000,26362.26000000,26493.39000000,3419.82500300,90663068.30657589,71548\n1609020000000,2020-12-26 22:00:00,BTC/USDT,26702.18000000,26799.80000000,25842.00000000,26413.43000000,6382.87121600,168416418.60798949,155761\n1609016400000,2020-12-26 21:00:00,BTC/USDT,26417.30000000,26867.03000000,26332.57000000,26702.19000000,10091.24936200,268363789.55314947,146354\n1609012800000,2020-12-26 20:00:00,BTC/USDT,25931.02000000,26485.00000000,25810.56000000,26417.30000000,6943.28946300,181507467.06916705,108711\n1609009200000,2020-12-26 19:00:00,BTC/USDT,25619.24000000,25932.25000000,25590.00000000,25931.02000000,2902.63840200,74809632.17509038,63543\n1609005600000,2020-12-26 18:00:00,BTC/USDT,25789.84000000,25859.00000000,25580.58000000,25619.24000000,2877.80149800,74026503.23165960,60358\n1609002000000,2020-12-26 17:00:00,BTC/USDT,25864.62000000,26000.00000000,25674.87000000,25789.84000000,5621.92202900,145249333.45959934,99767\n1608998400000,2020-12-26 16:00:00,BTC/USDT,25629.99000000,25945.01000000,25575.00000000,25864.61000000,8270.35764100,213062170.81353487,122595\n1608994800000,2020-12-26 15:00:00,BTC/USDT,25381.20000000,25673.52000000,25339.18000000,25629.99000000,6698.53020000,170725174.44705016,100768\n1608991200000,2020-12-26 14:00:00,BTC/USDT,24942.42000000,25434.03000000,24882.55000000,25381.12000000,7468.43089000,188242572.45857522,110067\n1608987600000,2020-12-26 13:00:00,BTC/USDT,24892.06000000,24987.34000000,24809.49000000,24942.42000000,2723.01911200,67824062.49525896,47451\n1608984000000,2020-12-26 12:00:00,BTC/USDT,24834.36000000,24948.70000000,24734.94000000,24892.05000000,2312.46268500,57434088.35180933,45072\n1608980400000,2020-12-26 11:00:00,BTC/USDT,24730.40000000,24887.17000000,24706.16000000,24834.36000000,2180.18523700,54073534.22029464,43186\n1608976800000,2020-12-26 10:00:00,BTC/USDT,24859.36000000,24899.10000000,24562.50000000,24732.06000000,2725.81982700,67440667.03813576,52503\n1608973200000,2020-12-26 09:00:00,BTC/USDT,24901.36000000,24914.81000000,24725.00000000,24859.36000000,2486.71932700,61722654.75345591,46905\n1608969600000,2020-12-26 08:00:00,BTC/USDT,24784.48000000,25000.00000000,24754.16000000,24901.36000000,2493.01992100,62074666.00842795,48116\n1608966000000,2020-12-26 07:00:00,BTC/USDT,24830.66000000,24933.00000000,24715.91000000,24784.48000000,1636.18657800,40617726.09969382,38149\n1608962400000,2020-12-26 06:00:00,BTC/USDT,24708.87000000,24868.98000000,24652.54000000,24830.66000000,1689.13558900,41833717.60525890,33440\n1608958800000,2020-12-26 05:00:00,BTC/USDT,24810.06000000,24843.44000000,24661.30000000,24708.87000000,2783.60872700,68879362.66303206,48636\n1608955200000,2020-12-26 04:00:00,BTC/USDT,24909.80000000,24920.00000000,24745.41000000,24810.06000000,2386.01042100,59260163.47107688,43863\n1608951600000,2020-12-26 03:00:00,BTC/USDT,24838.27000000,25039.96000000,24815.52000000,24909.79000000,3949.92637200,98501567.58551547,67250\n1608948000000,2020-12-26 02:00:00,BTC/USDT,24907.78000000,24976.00000000,24750.00000000,24838.27000000,3438.87458800,85548294.69879413,56328\n1608944400000,2020-12-26 01:00:00,BTC/USDT,24601.07000000,24932.16000000,24500.00000000,24907.78000000,3747.82764300,92775353.15682627,70461\n1608940800000,2020-12-26 00:00:00,BTC/USDT,24712.47000000,24785.81000000,24519.86000000,24602.25000000,2576.80165500,63481076.90560905,54742\n1608937200000,2020-12-25 23:00:00,BTC/USDT,24584.00000000,24789.86000000,24511.58000000,24712.47000000,4213.62783200,103967703.46092959,79727\n1608933600000,2020-12-25 22:00:00,BTC/USDT,24419.60000000,24650.00000000,24368.47000000,24584.00000000,2707.40774300,66431782.43006149,70036\n1608930000000,2020-12-25 21:00:00,BTC/USDT,24455.05000000,24456.90000000,24198.60000000,24419.39000000,1900.13230900,46221364.97153841,38337\n1608926400000,2020-12-25 20:00:00,BTC/USDT,24449.66000000,24490.28000000,24351.47000000,24455.05000000,1937.81447400,47334620.74242955,44527\n1608922800000,2020-12-25 19:00:00,BTC/USDT,24356.31000000,24520.00000000,24294.90000000,24449.66000000,3217.19221600,78557100.57247078,56053\n1608919200000,2020-12-25 18:00:00,BTC/USDT,24185.62000000,24427.64000000,24136.84000000,24356.31000000,2665.28264000,64682616.07339900,48815\n1608915600000,2020-12-25 17:00:00,BTC/USDT,24082.01000000,24265.77000000,23987.16000000,24185.62000000,3000.26387100,72396608.28709903,63561\n1608912000000,2020-12-25 16:00:00,BTC/USDT,24025.13000000,24298.82000000,24003.00000000,24082.01000000,4287.11431300,103477705.37637830,86876\n1608908400000,2020-12-25 15:00:00,BTC/USDT,24026.71000000,24199.93000000,23949.17000000,24025.13000000,4244.36628700,102242226.73786752,78954\n1608904800000,2020-12-25 14:00:00,BTC/USDT,24499.99000000,24520.00000000,23785.50000000,24026.72000000,5976.21056900,144467865.50956871,100197\n1608901200000,2020-12-25 13:00:00,BTC/USDT,24346.97000000,24550.00000000,24330.00000000,24500.00000000,3177.62976600,77630717.21985330,55696\n1608897600000,2020-12-25 12:00:00,BTC/USDT,24574.40000000,24642.34000000,24337.26000000,24346.97000000,4824.53833600,118190726.28544810,77534\n1608894000000,2020-12-25 11:00:00,BTC/USDT,23977.42000000,24681.00000000,23902.43000000,24574.40000000,11279.80526600,274873232.73748018,171284\n1608890400000,2020-12-25 10:00:00,BTC/USDT,23934.52000000,24032.00000000,23766.66000000,23975.26000000,5330.76605400,127659713.00911661,94821\n1608886800000,2020-12-25 09:00:00,BTC/USDT,23677.44000000,23982.82000000,23643.96000000,23934.52000000,4235.27263600,101061989.39525969,74328\n1608883200000,2020-12-25 08:00:00,BTC/USDT,23650.99000000,23870.00000000,23600.00000000,23677.44000000,4010.21034100,95271705.41748297,67991\n1608879600000,2020-12-25 07:00:00,BTC/USDT,23625.47000000,23679.99000000,23510.72000000,23649.82000000,2172.21983000,51244845.06172451,46269\n1608876000000,2020-12-25 06:00:00,BTC/USDT,23599.22000000,23681.19000000,23546.33000000,23625.46000000,1644.88400000,38857225.54553616,42700\n1608872400000,2020-12-25 05:00:00,BTC/USDT,23612.77000000,23649.00000000,23526.67000000,23599.22000000,1384.65885300,32653125.98340991,38201\n1608868800000,2020-12-25 04:00:00,BTC/USDT,23481.20000000,23617.64000000,23451.79000000,23612.78000000,1083.63712500,25516072.99558341,30280\n1608865200000,2020-12-25 03:00:00,BTC/USDT,23597.20000000,23597.20000000,23433.60000000,23481.21000000,1495.99091000,35166545.92882347,40605\n1608858000000,2020-12-25 01:00:00,BTC/USDT,23622.71000000,23654.83000000,23532.54000000,23597.21000000,1487.50060200,35112169.05267915,34061\n1608854400000,2020-12-25 00:00:00,BTC/USDT,23728.99000000,23827.54000000,23560.00000000,23622.66000000,3243.41759600,76748653.87359692,63573\n1608850800000,2020-12-24 23:00:00,BTC/USDT,23707.85000000,23794.43000000,23615.00000000,23729.20000000,5023.15762700,119091536.00734061,107063\n1608847200000,2020-12-24 22:00:00,BTC/USDT,23413.51000000,23750.00000000,23385.98000000,23711.00000000,3315.70377400,78319963.32819762,97184\n1608843600000,2020-12-24 21:00:00,BTC/USDT,23526.22000000,23563.54000000,23366.84000000,23413.51000000,2509.49612400,58931274.15208843,49051\n1608840000000,2020-12-24 20:00:00,BTC/USDT,23287.16000000,23560.00000000,23258.35000000,23525.42000000,2155.70929100,50481664.97753635,40928\n1608836400000,2020-12-24 19:00:00,BTC/USDT,23314.23000000,23404.39000000,23250.18000000,23287.15000000,1169.60234000,27293975.72897554,28597\n1608832800000,2020-12-24 18:00:00,BTC/USDT,23377.27000000,23419.57000000,23280.00000000,23313.35000000,1288.93706800,30087895.26303434,39290\n1608829200000,2020-12-24 17:00:00,BTC/USDT,23219.76000000,23460.97000000,23160.73000000,23377.27000000,2340.01541700,54576251.38070625,52591\n1608825600000,2020-12-24 16:00:00,BTC/USDT,23232.12000000,23345.00000000,23108.01000000,23219.76000000,2635.49636200,61272510.36651802,54459\n1608822000000,2020-12-24 15:00:00,BTC/USDT,23215.21000000,23295.77000000,23100.00000000,23232.12000000,2439.51974800,56603704.26620897,48851\n1608818400000,2020-12-24 14:00:00,BTC/USDT,23379.02000000,23425.95000000,23154.39000000,23215.21000000,2550.44044400,59471961.76088227,53080\n1608814800000,2020-12-24 13:00:00,BTC/USDT,23203.69000000,23391.02000000,23130.00000000,23379.65000000,2654.02338600,61750485.86901670,66749\n1608811200000,2020-12-24 12:00:00,BTC/USDT,23218.67000000,23296.05000000,23012.29000000,23200.00000000,2611.85592200,60454248.99361880,50537\n1608807600000,2020-12-24 11:00:00,BTC/USDT,23122.51000000,23294.16000000,23049.95000000,23218.68000000,2376.62614200,55093229.37496877,51003\n1608804000000,2020-12-24 10:00:00,BTC/USDT,23348.29000000,23357.00000000,23115.00000000,23123.30000000,2600.89180400,60403052.45436357,53265\n1608800400000,2020-12-24 09:00:00,BTC/USDT,23447.42000000,23469.86000000,23261.08000000,23348.30000000,2607.47171700,60840711.60440505,58459\n1608796800000,2020-12-24 08:00:00,BTC/USDT,23173.38000000,23479.26000000,23070.00000000,23447.42000000,3878.41449100,90414279.11370998,60340\n1608793200000,2020-12-24 07:00:00,BTC/USDT,22931.71000000,23219.38000000,22823.99000000,23173.38000000,2670.38338500,61554195.80934520,54654\n1608789600000,2020-12-24 06:00:00,BTC/USDT,23049.97000000,23141.15000000,22868.00000000,22931.71000000,2500.61942200,57435076.56828491,54511\n1608786000000,2020-12-24 05:00:00,BTC/USDT,23023.32000000,23136.48000000,22914.20000000,23049.98000000,2197.87578700,50650813.05317880,46508\n1608782400000,2020-12-24 04:00:00,BTC/USDT,22894.28000000,23043.98000000,22786.67000000,23023.32000000,2797.23445700,64099762.88555705,51105\n1608778800000,2020-12-24 03:00:00,BTC/USDT,22805.26000000,22968.40000000,22703.42000000,22894.28000000,3362.08528000,76770993.93759980,61459\n1608775200000,2020-12-24 02:00:00,BTC/USDT,23202.71000000,23229.98000000,22738.95000000,22805.90000000,3829.75557500,88053956.03720641,73753\n1608771600000,2020-12-24 01:00:00,BTC/USDT,23067.40000000,23229.95000000,22880.00000000,23202.71000000,4179.54421200,96418833.76050658,74809\n1608768000000,2020-12-24 00:00:00,BTC/USDT,23232.39000000,23242.04000000,22800.00000000,23067.41000000,5318.97447700,122323867.38352157,93011\n1608764400000,2020-12-23 23:00:00,BTC/USDT,23290.96000000,23470.05000000,23164.09000000,23232.76000000,5132.94079700,119756872.25012832,94679\n1608760800000,2020-12-23 22:00:00,BTC/USDT,23315.38000000,23379.88000000,22600.00000000,23291.91000000,8071.66895300,186067786.67627288,193120\n1608757200000,2020-12-23 21:00:00,BTC/USDT,23501.99000000,23527.44000000,23153.79000000,23315.39000000,4759.54548100,111100154.30835347,90759\n1608753600000,2020-12-23 20:00:00,BTC/USDT,23556.91000000,23625.00000000,23423.01000000,23501.99000000,3131.77061600,73666169.27507298,67217\n1608750000000,2020-12-23 19:00:00,BTC/USDT,23605.08000000,23622.67000000,23500.00000000,23556.91000000,2534.24089600,59705264.35366028,44086\n1608746400000,2020-12-23 18:00:00,BTC/USDT,23589.38000000,23678.49000000,23550.00000000,23605.07000000,2974.01452400,70210945.76273241,58491\n1608742800000,2020-12-23 17:00:00,BTC/USDT,23406.91000000,23640.63000000,23350.00000000,23589.39000000,3986.41393200,93872305.19557635,72864\n1608739200000,2020-12-23 16:00:00,BTC/USDT,23449.66000000,23651.82000000,23379.73000000,23406.91000000,6003.30843500,141247167.86603048,115128\n1608735600000,2020-12-23 15:00:00,BTC/USDT,23759.68000000,23895.85000000,23336.00000000,23449.66000000,5341.81718600,126292167.80868594,104296\n1608732000000,2020-12-23 14:00:00,BTC/USDT,23617.34000000,23829.09000000,23536.25000000,23759.67000000,5940.74349900,140727169.05970245,109410\n1608728400000,2020-12-23 13:00:00,BTC/USDT,23843.91000000,24100.00000000,23457.98000000,23617.34000000,10187.77729200,242460450.83114575,144758\n1608724800000,2020-12-23 12:00:00,BTC/USDT,23064.01000000,23850.00000000,22931.00000000,23843.91000000,9711.03807200,227281958.78449733,146187\n1608721200000,2020-12-23 11:00:00,BTC/USDT,23435.95000000,23478.81000000,22810.00000000,23064.01000000,10580.08710500,244222868.06815201,166191\n1608717600000,2020-12-23 10:00:00,BTC/USDT,23635.88000000,23735.51000000,23400.00000000,23435.95000000,5035.15842900,118691938.36523702,91470\n1608714000000,2020-12-23 09:00:00,BTC/USDT,23502.80000000,23661.53000000,23422.40000000,23635.87000000,3191.34552200,75137232.53579277,65465\n1608710400000,2020-12-23 08:00:00,BTC/USDT,23555.54000000,23680.00000000,23438.80000000,23502.80000000,2863.18039200,67481340.98563665,64540\n1608706800000,2020-12-23 07:00:00,BTC/USDT,23501.97000000,23636.33000000,23319.11000000,23555.73000000,3238.34513900,76061844.88388973,81126\n1608703200000,2020-12-23 06:00:00,BTC/USDT,23533.01000000,23613.03000000,23439.13000000,23501.97000000,3316.47708800,78016964.28521532,78172\n1608699600000,2020-12-23 05:00:00,BTC/USDT,23450.01000000,23536.20000000,23350.00000000,23533.01000000,4934.99452900,115747295.91425825,98606\n1608696000000,2020-12-23 04:00:00,BTC/USDT,23706.72000000,23711.17000000,23430.00000000,23450.00000000,4014.52581900,94572419.49244190,73235\n1608692400000,2020-12-23 03:00:00,BTC/USDT,23631.76000000,23778.63000000,23605.00000000,23706.72000000,2051.52228600,48629005.22540457,40550\n1608688800000,2020-12-23 02:00:00,BTC/USDT,23709.59000000,23746.33000000,23551.86000000,23631.99000000,2813.52130400,66548107.70668010,52608\n1608685200000,2020-12-23 01:00:00,BTC/USDT,23987.80000000,24050.00000000,23654.72000000,23709.59000000,4774.71169700,113879313.55290823,75975\n1608681600000,2020-12-23 00:00:00,BTC/USDT,23810.79000000,24000.00000000,23695.70000000,23987.80000000,4458.11074000,106311263.88440410,65678\n1608678000000,2020-12-22 23:00:00,BTC/USDT,23721.95000000,23837.10000000,23640.56000000,23810.79000000,4087.04394400,97000097.59047707,71437\n1608674400000,2020-12-22 22:00:00,BTC/USDT,23435.14000000,23760.00000000,23344.92000000,23721.94000000,2793.98430400,65784584.27899137,70150\n1608670800000,2020-12-22 21:00:00,BTC/USDT,23423.76000000,23530.00000000,23323.54000000,23435.13000000,3634.86268000,85232988.42504260,60466\n1608667200000,2020-12-22 20:00:00,BTC/USDT,23404.27000000,23449.00000000,23277.72000000,23423.77000000,2146.82219600,50179738.35311173,44892\n1608663600000,2020-12-22 19:00:00,BTC/USDT,23435.27000000,23509.87000000,23325.95000000,23404.27000000,2140.63387200,50170220.05776768,41941\n1608660000000,2020-12-22 18:00:00,BTC/USDT,23342.54000000,23520.00000000,23342.51000000,23435.27000000,2784.59204900,65276295.81515566,42754\n1608656400000,2020-12-22 17:00:00,BTC/USDT,23348.43000000,23442.00000000,23224.40000000,23342.54000000,2756.85930200,64354695.94987165,43936\n1608652800000,2020-12-22 16:00:00,BTC/USDT,23342.68000000,23456.00000000,23237.00000000,23348.95000000,4298.90255500,100376537.63554489,71396\n1608649200000,2020-12-22 15:00:00,BTC/USDT,23439.99000000,23600.00000000,23300.42000000,23342.58000000,4452.75789000,104613265.12053512,60819\n1608645600000,2020-12-22 14:00:00,BTC/USDT,23487.20000000,23628.89000000,23335.83000000,23439.99000000,6009.58313200,141269971.90051568,73518\n1608642000000,2020-12-22 13:00:00,BTC/USDT,23175.57000000,23536.96000000,23103.98000000,23487.20000000,4972.84068000,115944084.98536786,74209\n1608638400000,2020-12-22 12:00:00,BTC/USDT,23119.47000000,23300.00000000,23062.01000000,23175.57000000,4777.70466000,110674551.72227436,75474\n1608634800000,2020-12-22 11:00:00,BTC/USDT,22701.20000000,23155.00000000,22701.20000000,23119.48000000,4983.54095200,114380957.88618727,78403\n1608631200000,2020-12-22 10:00:00,BTC/USDT,22782.92000000,22819.76000000,22602.12000000,22701.20000000,2835.32679800,64432306.62944577,56764\n1608627600000,2020-12-22 09:00:00,BTC/USDT,22689.87000000,22822.83000000,22600.00000000,22783.85000000,3441.12202100,78193041.49831134,59923\n1608624000000,2020-12-22 08:00:00,BTC/USDT,22655.82000000,22750.00000000,22353.40000000,22689.86000000,4786.23803600,107958892.96084408,84822\n1608620400000,2020-12-22 07:00:00,BTC/USDT,22750.85000000,22826.78000000,22500.00000000,22655.83000000,3555.11835700,80622823.01736425,61246\n1608616800000,2020-12-22 06:00:00,BTC/USDT,22681.50000000,22870.02000000,22551.02000000,22750.96000000,3044.63190700,69233802.69277815,57987\n1608613200000,2020-12-22 05:00:00,BTC/USDT,22951.30000000,22970.00000000,22610.19000000,22681.51000000,3600.42597900,81960727.60418122,67428\n1608609600000,2020-12-22 04:00:00,BTC/USDT,22851.19000000,23076.77000000,22851.19000000,22951.30000000,2681.87136200,61642796.35306549,49339\n1608606000000,2020-12-22 03:00:00,BTC/USDT,22957.58000000,22969.00000000,22737.90000000,22851.20000000,2438.40007900,55707127.59884953,41475\n1608602400000,2020-12-22 02:00:00,BTC/USDT,22753.99000000,22970.00000000,22730.00000000,22957.57000000,2524.45364100,57732092.56455595,48080\n1608598800000,2020-12-22 01:00:00,BTC/USDT,22558.41000000,22875.61000000,22428.86000000,22753.99000000,3850.00338400,87233778.26758052,78537\n1608595200000,2020-12-22 00:00:00,BTC/USDT,22719.88000000,22926.14000000,22500.00000000,22558.42000000,4435.40638000,100783241.33570758,81281\n1608591600000,2020-12-21 23:00:00,BTC/USDT,23169.88000000,23228.35000000,22699.99000000,22719.71000000,3712.99715100,85240121.39147504,65315\n1608588000000,2020-12-21 22:00:00,BTC/USDT,23127.38000000,23254.33000000,23021.17000000,23170.89000000,2084.95169600,48281453.64763994,48307\n1608584400000,2020-12-21 21:00:00,BTC/USDT,22829.79000000,23162.26000000,22765.00000000,23127.37000000,3028.12497300,69626419.82288961,50843\n1608580800000,2020-12-21 20:00:00,BTC/USDT,22816.63000000,22930.00000000,22732.78000000,22829.79000000,1900.46394400,43415707.60438296,36394\n1608577200000,2020-12-21 19:00:00,BTC/USDT,22813.65000000,22940.30000000,22681.32000000,22816.62000000,2874.57823600,65586007.26860901,48995\n1608573600000,2020-12-21 18:00:00,BTC/USDT,22693.65000000,22988.60000000,22621.44000000,22813.66000000,4796.30654600,109361847.50863127,81912\n1608559200000,2020-12-21 14:00:00,BTC/USDT,22646.53000000,22646.53000000,22646.53000000,22646.53000000,0.00000000,0.00000000,0\n1608555600000,2020-12-21 13:00:00,BTC/USDT,22307.50000000,22665.35000000,22251.23000000,22646.53000000,2830.34558700,63790349.91077578,44795\n1608552000000,2020-12-21 12:00:00,BTC/USDT,22646.70000000,22663.00000000,21815.00000000,22307.50000000,11239.20192200,250454720.41287574,162588\n1608548400000,2020-12-21 11:00:00,BTC/USDT,22446.39000000,22833.01000000,22350.00000000,22645.85000000,7582.69498000,172025555.18477164,125474\n1608544800000,2020-12-21 10:00:00,BTC/USDT,23460.93000000,23495.91000000,22441.01000000,22445.99000000,13511.91035700,309208137.98627443,195332\n1608541200000,2020-12-21 09:00:00,BTC/USDT,23659.59000000,23739.18000000,23328.00000000,23461.35000000,6435.52119700,151548561.33304380,106360\n1608537600000,2020-12-21 08:00:00,BTC/USDT,23979.99000000,24075.94000000,23635.08000000,23659.59000000,4670.53785200,111308617.50457337,101962\n1608534000000,2020-12-21 07:00:00,BTC/USDT,23921.74000000,24028.15000000,23888.15000000,23980.00000000,3110.57338900,74540028.66952485,61586\n1608530400000,2020-12-21 06:00:00,BTC/USDT,23909.83000000,23926.80000000,23700.00000000,23921.73000000,2593.61124400,61768427.12990675,63867\n1608526800000,2020-12-21 05:00:00,BTC/USDT,23895.02000000,23975.00000000,23841.99000000,23909.83000000,2315.21212700,55356498.17189838,60219\n1608523200000,2020-12-21 04:00:00,BTC/USDT,23945.30000000,24102.77000000,23790.00000000,23895.73000000,3537.79405600,84773164.17079207,75894\n1608519600000,2020-12-21 03:00:00,BTC/USDT,23856.39000000,24016.93000000,23657.50000000,23945.29000000,3842.13422800,91783164.31014855,72832\n1608516000000,2020-12-21 02:00:00,BTC/USDT,23663.49000000,23887.00000000,23652.48000000,23856.38000000,2136.22237400,50715771.44095200,50840\n1608512400000,2020-12-21 01:00:00,BTC/USDT,23679.55000000,23744.86000000,23587.85000000,23663.48000000,1823.64618400,43167000.14606068,49838\n1608508800000,2020-12-21 00:00:00,BTC/USDT,23455.54000000,23709.31000000,23287.94000000,23679.55000000,3148.36038200,74104376.40894017,72737\n1608505200000,2020-12-20 23:00:00,BTC/USDT,23507.03000000,23594.73000000,23450.00000000,23455.52000000,2197.79247000,51686700.16396077,51505\n1608501600000,2020-12-20 22:00:00,BTC/USDT,23376.94000000,23614.36000000,23090.00000000,23507.79000000,5563.84728100,130200677.90405338,141921\n1608498000000,2020-12-20 21:00:00,BTC/USDT,24172.99000000,24208.62000000,23350.00000000,23373.05000000,7510.99845200,178225487.51600966,130742\n1608494400000,2020-12-20 20:00:00,BTC/USDT,23928.80000000,24295.00000000,23850.18000000,24172.25000000,6396.94464800,154278022.43876312,108441\n1608490800000,2020-12-20 19:00:00,BTC/USDT,23866.68000000,23995.97000000,23780.83000000,23930.00000000,2727.20596000,65128094.41349540,58479\n1608487200000,2020-12-20 18:00:00,BTC/USDT,23722.62000000,23877.00000000,23655.26000000,23866.69000000,2433.33458100,57858507.07633707,57666\n1608483600000,2020-12-20 17:00:00,BTC/USDT,23630.10000000,23800.00000000,23625.41000000,23722.62000000,2050.91755400,48695467.84444800,53390\n1608480000000,2020-12-20 16:00:00,BTC/USDT,23868.08000000,23901.01000000,23628.31000000,23630.10000000,3492.54283800,83064228.90249011,88409\n1608476400000,2020-12-20 15:00:00,BTC/USDT,23537.70000000,23910.00000000,23527.48000000,23868.09000000,4012.70827000,95267938.76710545,85561\n1608472800000,2020-12-20 14:00:00,BTC/USDT,23561.36000000,23682.00000000,23500.19000000,23537.70000000,2538.18035500,59832598.96752928,63644\n1608469200000,2020-12-20 13:00:00,BTC/USDT,23472.45000000,23590.90000000,23296.00000000,23561.36000000,3044.96100200,71369805.98272658,88523\n1608465600000,2020-12-20 12:00:00,BTC/USDT,23553.02000000,23588.71000000,23333.57000000,23472.44000000,2466.12724100,57813278.90876295,75457\n1608462000000,2020-12-20 11:00:00,BTC/USDT,23394.77000000,23625.00000000,23393.00000000,23553.02000000,1945.51786500,45714177.75601246,44295\n1608458400000,2020-12-20 10:00:00,BTC/USDT,23592.93000000,23648.92000000,23358.78000000,23394.76000000,3238.11275400,76062584.71504504,68381\n1608454800000,2020-12-20 09:00:00,BTC/USDT,23698.49000000,23748.40000000,23503.00000000,23592.92000000,2928.14121700,69174540.89233161,68082\n1608451200000,2020-12-20 08:00:00,BTC/USDT,23628.89000000,23791.00000000,23532.00000000,23698.49000000,2953.11334600,69942074.29276992,73961\n1608447600000,2020-12-20 07:00:00,BTC/USDT,23506.67000000,23646.31000000,23410.62000000,23628.88000000,2081.73403800,48977319.07970316,62654\n1608444000000,2020-12-20 06:00:00,BTC/USDT,23481.38000000,23614.84000000,23459.98000000,23506.67000000,1518.98280900,35762985.19490750,37908\n1608440400000,2020-12-20 05:00:00,BTC/USDT,23426.15000000,23588.88000000,23397.58000000,23481.38000000,2113.93787400,49648191.58306973,53921\n1608436800000,2020-12-20 04:00:00,BTC/USDT,23346.25000000,23452.63000000,23060.00000000,23426.54000000,2789.30374700,64876630.72539634,65217\n1608433200000,2020-12-20 03:00:00,BTC/USDT,23429.92000000,23429.92000000,23180.88000000,23346.48000000,2578.31543400,60089074.64762119,53082\n1608429600000,2020-12-20 02:00:00,BTC/USDT,23486.42000000,23542.99000000,23300.00000000,23429.92000000,2007.60910400,47031741.40981669,56355\n1608426000000,2020-12-20 01:00:00,BTC/USDT,23483.11000000,23548.72000000,23390.00000000,23485.56000000,2118.50392700,49722149.09068766,47539\n1608422400000,2020-12-20 00:00:00,BTC/USDT,23821.60000000,23836.48000000,23230.00000000,23481.41000000,5981.31291800,140439796.45726494,108092\n1608418800000,2020-12-19 23:00:00,BTC/USDT,23905.73000000,23915.26000000,23719.25000000,23821.61000000,1987.77768300,47348481.93469174,54871\n1608415200000,2020-12-19 22:00:00,BTC/USDT,23974.70000000,23999.00000000,23825.95000000,23905.73000000,1543.40332600,36899496.88856428,58376\n1608411600000,2020-12-19 21:00:00,BTC/USDT,23902.19000000,24065.41000000,23780.21000000,23974.71000000,3253.89786500,77885971.41909300,58395\n1608408000000,2020-12-19 20:00:00,BTC/USDT,23791.82000000,23937.00000000,23782.91000000,23902.17000000,2634.92120700,62869475.28398441,52915\n1608404400000,2020-12-19 19:00:00,BTC/USDT,23822.66000000,23883.79000000,23651.00000000,23791.91000000,3011.08813300,71594947.93610508,59305\n1608400800000,2020-12-19 18:00:00,BTC/USDT,23886.71000000,23906.66000000,23556.76000000,23822.66000000,4060.08167600,96467369.32701857,85956\n1608397200000,2020-12-19 17:00:00,BTC/USDT,23966.48000000,24100.00000000,23680.00000000,23886.44000000,6294.41307900,150649476.47524402,115671\n1608393600000,2020-12-19 16:00:00,BTC/USDT,23552.00000000,24171.47000000,23456.55000000,23966.48000000,13881.90769400,331707316.13834668,190491\n1608390000000,2020-12-19 15:00:00,BTC/USDT,23296.96000000,23650.00000000,23296.95000000,23552.01000000,6178.38426500,145197062.27630502,115283\n1608386400000,2020-12-19 14:00:00,BTC/USDT,23172.75000000,23627.99000000,23052.00000000,23296.96000000,10267.11671400,240147219.65624463,162737\n1608382800000,2020-12-19 13:00:00,BTC/USDT,23041.53000000,23189.10000000,22992.23000000,23172.74000000,3234.58667200,74695261.30654980,71960\n1608379200000,2020-12-19 12:00:00,BTC/USDT,22888.53000000,23127.72000000,22886.79000000,23041.53000000,3218.56833600,74164924.52129787,68468\n1608375600000,2020-12-19 11:00:00,BTC/USDT,23020.00000000,23063.49000000,22875.01000000,22888.54000000,1942.20473600,44613867.51974666,50293\n1608372000000,2020-12-19 10:00:00,BTC/USDT,22973.06000000,23080.45000000,22950.00000000,23019.99000000,2331.99705600,53679672.52752191,51465\n1608368400000,2020-12-19 09:00:00,BTC/USDT,22983.77000000,23045.49000000,22928.05000000,22973.06000000,2229.92546900,51261037.96077831,46816\n1608364800000,2020-12-19 08:00:00,BTC/USDT,22853.75000000,22990.00000000,22750.00000000,22983.77000000,3048.66552400,69730044.00219995,60398\n1608361200000,2020-12-19 07:00:00,BTC/USDT,22853.51000000,23038.00000000,22832.00000000,22853.75000000,1791.21295700,41091629.41332006,41047\n1608357600000,2020-12-19 06:00:00,BTC/USDT,22958.48000000,23010.60000000,22821.00000000,22853.50000000,1813.01520200,41568273.33781265,40742\n1608354000000,2020-12-19 05:00:00,BTC/USDT,23043.41000000,23075.36000000,22924.79000000,22958.00000000,2023.00009100,46527188.61342074,46498\n1608350400000,2020-12-19 04:00:00,BTC/USDT,23098.05000000,23138.00000000,23032.00000000,23043.40000000,1859.42739300,42908185.20709451,45535\n1608346800000,2020-12-19 03:00:00,BTC/USDT,23219.51000000,23225.00000000,23093.93000000,23098.04000000,2329.27850400,53949354.93298558,49847\n1608343200000,2020-12-19 02:00:00,BTC/USDT,23046.75000000,23220.00000000,23034.75000000,23220.00000000,2910.22358600,67324850.33499496,57625\n1608339600000,2020-12-19 01:00:00,BTC/USDT,22954.02000000,23099.00000000,22902.10000000,23046.76000000,2149.00163800,49439278.50496229,44953\n1608336000000,2020-12-19 00:00:00,BTC/USDT,23107.39000000,23168.28000000,22940.00000000,22954.02000000,2050.96587100,47249493.36858485,48964\n1608332400000,2020-12-18 23:00:00,BTC/USDT,23011.38000000,23143.56000000,22908.45000000,23107.39000000,2542.01135600,58500235.20500242,49084\n1608328800000,2020-12-18 22:00:00,BTC/USDT,22880.07000000,23034.33000000,22800.00000000,23011.38000000,1992.22370300,45714601.55946399,57090\n1608325200000,2020-12-18 21:00:00,BTC/USDT,22755.25000000,23078.47000000,22751.10000000,22880.07000000,3998.59848000,91768270.36360478,78499\n1608321600000,2020-12-18 20:00:00,BTC/USDT,22762.28000000,22795.11000000,22650.29000000,22755.66000000,1760.42501100,40037220.86694732,45696\n1608318000000,2020-12-18 19:00:00,BTC/USDT,22781.44000000,22783.42000000,22626.81000000,22762.28000000,1880.94478000,42718034.97893466,47360\n1608314400000,2020-12-18 18:00:00,BTC/USDT,22749.32000000,22829.04000000,22694.22000000,22781.44000000,2092.86434000,47641275.63383724,52438\n1608310800000,2020-12-18 17:00:00,BTC/USDT,22719.29000000,22818.00000000,22670.22000000,22749.32000000,2476.34500200,56322774.53820737,49498\n1608307200000,2020-12-18 16:00:00,BTC/USDT,22549.00000000,22752.77000000,22463.59000000,22719.28000000,3562.52109600,80614893.09123505,80408\n1608303600000,2020-12-18 15:00:00,BTC/USDT,22610.65000000,22636.27000000,22350.00000000,22549.00000000,4804.64329100,107999695.31970757,87934\n1608300000000,2020-12-18 14:00:00,BTC/USDT,22571.79000000,22758.44000000,22400.00000000,22610.65000000,5664.07888300,127862011.28262873,94656\n1608296400000,2020-12-18 13:00:00,BTC/USDT,22939.41000000,22948.64000000,22548.99000000,22571.78000000,4037.63749500,91913028.46977337,63274\n1608292800000,2020-12-18 12:00:00,BTC/USDT,22886.18000000,23073.25000000,22727.00000000,22939.42000000,3427.45401700,78571974.61252028,64006\n1608289200000,2020-12-18 11:00:00,BTC/USDT,22964.12000000,22967.29000000,22691.61000000,22886.17000000,4048.00235000,92488540.83299563,78147\n1608285600000,2020-12-18 10:00:00,BTC/USDT,23212.82000000,23220.00000000,22933.07000000,22964.67000000,3730.39076900,85938480.84834245,72396\n1608282000000,2020-12-18 09:00:00,BTC/USDT,23114.84000000,23215.00000000,23017.97000000,23212.82000000,2878.47211900,66553659.49187327,62276\n1608278400000,2020-12-18 08:00:00,BTC/USDT,23055.98000000,23285.18000000,22938.87000000,23114.84000000,4699.90906000,108671219.46746846,88611\n1608274800000,2020-12-18 07:00:00,BTC/USDT,22992.06000000,23069.44000000,22838.19000000,23055.98000000,3071.63824500,70520563.00191792,69207\n1608271200000,2020-12-18 06:00:00,BTC/USDT,22955.51000000,23168.59000000,22874.69000000,22994.49000000,3086.57133300,71117617.78184181,56450\n1608267600000,2020-12-18 05:00:00,BTC/USDT,22870.92000000,23028.13000000,22835.02000000,22955.51000000,2184.78142100,50180339.51345186,52363\n1608264000000,2020-12-18 04:00:00,BTC/USDT,22811.58000000,22973.92000000,22772.05000000,22870.93000000,2602.41934800,59562943.31460123,53747\n1608260400000,2020-12-18 03:00:00,BTC/USDT,23003.31000000,23047.88000000,22762.05000000,22811.59000000,3180.18840900,72827291.51132356,61865\n1608256800000,2020-12-18 02:00:00,BTC/USDT,22988.21000000,23248.99000000,22937.90000000,23003.31000000,3844.94547200,88898649.71880710,76920\n1608253200000,2020-12-18 01:00:00,BTC/USDT,22764.77000000,23146.95000000,22634.11000000,22988.21000000,4155.08239500,95448152.68509470,87359\n1608249600000,2020-12-18 00:00:00,BTC/USDT,22797.15000000,22842.76000000,22470.35000000,22764.77000000,3923.98594000,89003887.20501684,84491\n1608246000000,2020-12-17 23:00:00,BTC/USDT,22963.05000000,23000.00000000,22570.59000000,22797.16000000,4979.48947200,113338130.72811062,80408\n1608242400000,2020-12-17 22:00:00,BTC/USDT,22785.93000000,23080.00000000,22757.52000000,22963.04000000,3385.20890000,77573572.48006282,88848\n1608238800000,2020-12-17 21:00:00,BTC/USDT,22791.78000000,22848.39000000,22382.70000000,22791.96000000,5412.10416300,122521140.69933043,116003\n1608235200000,2020-12-17 20:00:00,BTC/USDT,22898.47000000,23106.34000000,22311.10000000,22791.55000000,8469.16815300,192325373.08010062,151845\n1608231600000,2020-12-17 19:00:00,BTC/USDT,23251.16000000,23497.00000000,22804.22000000,22899.08000000,7447.20347200,172681265.34815811,129376\n1608228000000,2020-12-17 18:00:00,BTC/USDT,23023.98000000,23280.10000000,22500.00000000,23250.27000000,11618.26363500,266806234.08882052,170388\n1608224400000,2020-12-17 17:00:00,BTC/USDT,23592.20000000,23699.70000000,23000.00000000,23023.98000000,6924.83407800,162607854.97725225,108481\n1608220800000,2020-12-17 16:00:00,BTC/USDT,23333.81000000,23650.00000000,23200.00000000,23591.23000000,10032.33646400,235661815.69205281,143842\n1608217200000,2020-12-17 15:00:00,BTC/USDT,23086.00000000,23369.00000000,22900.00000000,23333.80000000,6953.46350400,160774302.33556896,100106\n1608213600000,2020-12-17 14:00:00,BTC/USDT,22832.73000000,23257.90000000,22715.38000000,23086.01000000,7463.21496100,172093854.83140895,105833\n1608210000000,2020-12-17 13:00:00,BTC/USDT,23150.00000000,23348.00000000,22647.51000000,22831.84000000,7791.38971600,180104577.16137650,107614\n1608206400000,2020-12-17 12:00:00,BTC/USDT,22752.15000000,23199.00000000,22600.00000000,23149.99000000,6628.22588200,151430103.59404619,86553\n1608202800000,2020-12-17 11:00:00,BTC/USDT,22617.73000000,22808.56000000,22528.73000000,22752.16000000,5168.28526100,117196914.49425187,97875\n1608199200000,2020-12-17 10:00:00,BTC/USDT,22648.86000000,22934.00000000,22380.79000000,22618.11000000,11643.52976700,264117217.79831429,163041\n1608195600000,2020-12-17 09:00:00,BTC/USDT,22904.70000000,23800.00000000,21801.00000000,22650.00000000,23832.91859000,546033142.97530242,300274\n1608192000000,2020-12-17 08:00:00,BTC/USDT,22478.75000000,22990.00000000,22400.00000000,22904.70000000,12107.70688600,275148837.39432177,167507\n1608188400000,2020-12-17 07:00:00,BTC/USDT,22172.72000000,22488.00000000,22102.00000000,22478.76000000,5356.55809400,119575162.55919007,75564\n1608184800000,2020-12-17 06:00:00,BTC/USDT,22280.00000000,22400.00000000,22053.00000000,22172.72000000,6338.23132700,140578100.59207810,91338\n1608181200000,2020-12-17 05:00:00,BTC/USDT,21785.87000000,22311.38000000,21781.99000000,22280.00000000,5326.44149600,117413508.66455225,68690\n1608177600000,2020-12-17 04:00:00,BTC/USDT,21752.65000000,21900.00000000,21735.09000000,21785.88000000,3477.94185800,75898436.69306285,54502\n1608174000000,2020-12-17 03:00:00,BTC/USDT,21913.91000000,22166.00000000,21703.67000000,21753.26000000,7372.38806300,161557498.95194300,117239\n1608170400000,2020-12-17 02:00:00,BTC/USDT,21719.77000000,21994.00000000,21642.13000000,21913.90000000,5864.76053300,128094207.24620305,92091\n1608166800000,2020-12-17 01:00:00,BTC/USDT,21389.26000000,21860.05000000,21389.26000000,21719.22000000,6860.92777900,148684321.41410739,100935\n1608163200000,2020-12-17 00:00:00,BTC/USDT,21335.52000000,21400.00000000,21230.00000000,21389.25000000,4427.88469400,94429993.62626147,76731\n1608159600000,2020-12-16 23:00:00,BTC/USDT,21366.02000000,21560.00000000,21200.00000000,21335.52000000,6953.05725100,148511352.68982300,85781\n1608156000000,2020-12-16 22:00:00,BTC/USDT,21191.53000000,21444.44000000,21172.79000000,21366.42000000,6275.22039300,133749577.33862382,104867\n1608152400000,2020-12-16 21:00:00,BTC/USDT,20802.82000000,21288.00000000,20711.00000000,21192.78000000,7677.80835400,161288020.26549661,90718\n1608148800000,2020-12-16 20:00:00,BTC/USDT,20736.87000000,20839.00000000,20727.30000000,20802.82000000,3210.85421800,66736369.66633460,44368\n1608145200000,2020-12-16 19:00:00,BTC/USDT,20585.79000000,20766.39000000,20550.00000000,20736.87000000,2693.66058200,55675610.69269079,35670\n1608141600000,2020-12-16 18:00:00,BTC/USDT,20639.82000000,20737.44000000,20550.00000000,20585.79000000,3487.83957700,72038763.03364535,42341\n1608138000000,2020-12-16 17:00:00,BTC/USDT,20854.56000000,20855.00000000,20573.82000000,20639.82000000,5243.12347400,108518480.88164673,75219\n1608134400000,2020-12-16 16:00:00,BTC/USDT,20661.37000000,20865.43000000,20620.00000000,20854.56000000,7391.87964200,153319227.94977000,109819\n1608130800000,2020-12-16 15:00:00,BTC/USDT,20650.01000000,20733.00000000,20539.00000000,20661.37000000,7170.61437900,147982438.42032998,104458\n1608127200000,2020-12-16 14:00:00,BTC/USDT,20320.85000000,20799.00000000,20206.16000000,20649.00000000,14801.12204300,303872798.77655953,204195\n1608123600000,2020-12-16 13:00:00,BTC/USDT,19762.80000000,20450.00000000,19762.80000000,20319.51000000,11510.05977200,231551452.51607468,142189\n1608120000000,2020-12-16 12:00:00,BTC/USDT,19739.78000000,19889.99000000,19680.00000000,19762.81000000,6075.10161800,120311034.07526276,84281\n1608116400000,2020-12-16 11:00:00,BTC/USDT,19798.18000000,19860.00000000,19645.90000000,19739.78000000,5884.32677100,116221600.12450060,83101\n1608112800000,2020-12-16 10:00:00,BTC/USDT,19516.22000000,19800.00000000,19498.01000000,19798.17000000,8207.25114000,161452813.23917643,104268\n1608109200000,2020-12-16 09:00:00,BTC/USDT,19482.57000000,19525.00000000,19420.84000000,19516.69000000,2118.95267200,41260965.59132595,36327\n1608105600000,2020-12-16 08:00:00,BTC/USDT,19423.95000000,19487.17000000,19370.62000000,19482.57000000,1854.42690000,36034244.62263834,33760\n1608102000000,2020-12-16 07:00:00,BTC/USDT,19429.90000000,19451.03000000,19399.00000000,19423.96000000,1290.05594600,25058301.98624793,35297\n1608098400000,2020-12-16 06:00:00,BTC/USDT,19373.82000000,19454.93000000,19341.40000000,19429.89000000,1512.57073700,29362597.45650969,36522\n1608094800000,2020-12-16 05:00:00,BTC/USDT,19358.31000000,19421.80000000,19339.35000000,19373.81000000,1444.89275300,28012940.03039856,26718\n1608091200000,2020-12-16 04:00:00,BTC/USDT,19346.51000000,19403.07000000,19300.30000000,19358.68000000,1417.79605700,27440437.88008619,27978\n1608087600000,2020-12-16 03:00:00,BTC/USDT,19442.08000000,19454.00000000,19325.00000000,19346.52000000,2010.88043200,38948590.85645910,32333\n1608084000000,2020-12-16 02:00:00,BTC/USDT,19389.37000000,19488.02000000,19389.37000000,19442.08000000,1919.59724100,37321668.92459128,32475\n1608080400000,2020-12-16 01:00:00,BTC/USDT,19365.28000000,19420.00000000,19317.01000000,19389.37000000,1791.40717700,34702572.30875320,42504\n1608076800000,2020-12-16 00:00:00,BTC/USDT,19426.43000000,19454.97000000,19278.60000000,19365.29000000,2363.83644100,45764099.31489616,43946\n1608073200000,2020-12-15 23:00:00,BTC/USDT,19461.37000000,19471.18000000,19345.51000000,19426.43000000,1412.95426400,27429152.69957443,25218\n1608069600000,2020-12-15 22:00:00,BTC/USDT,19419.93000000,19489.09000000,19379.19000000,19461.38000000,1176.97664300,22884617.05532855,27870\n1608066000000,2020-12-15 21:00:00,BTC/USDT,19491.87000000,19511.99000000,19276.00000000,19419.92000000,3770.65141500,73200283.82168917,47874\n1608062400000,2020-12-15 20:00:00,BTC/USDT,19530.38000000,19547.00000000,19461.55000000,19491.87000000,1595.05370600,31114529.26992910,30211\n1608058800000,2020-12-15 19:00:00,BTC/USDT,19529.99000000,19545.00000000,19465.00000000,19530.38000000,2470.61552000,48206007.97410457,38460\n1608055200000,2020-12-15 18:00:00,BTC/USDT,19399.53000000,19543.00000000,19390.00000000,19530.00000000,3565.30930800,69405393.32942563,48817\n1608051600000,2020-12-15 17:00:00,BTC/USDT,19364.09000000,19422.92000000,19352.48000000,19399.53000000,1851.18927300,35907617.38161144,39315\n1608048000000,2020-12-15 16:00:00,BTC/USDT,19403.31000000,19425.87000000,19328.06000000,19364.10000000,2346.46305800,45467441.86518932,39825\n1608044400000,2020-12-15 15:00:00,BTC/USDT,19337.46000000,19429.27000000,19337.46000000,19403.31000000,2771.86623000,53762615.76934960,43068\n1608040800000,2020-12-15 14:00:00,BTC/USDT,19349.16000000,19433.00000000,19256.27000000,19337.46000000,3320.86511800,64257051.47084430,53109\n1608037200000,2020-12-15 13:00:00,BTC/USDT,19291.40000000,19349.00000000,19263.50000000,19349.00000000,1506.49239100,29090445.92319783,30963\n1608033600000,2020-12-15 12:00:00,BTC/USDT,19293.54000000,19383.98000000,19256.33000000,19291.40000000,2177.67842200,42063871.16111150,38898\n1608030000000,2020-12-15 11:00:00,BTC/USDT,19309.99000000,19334.90000000,19241.07000000,19293.54000000,1837.39166500,35435762.75744592,40846\n1608026400000,2020-12-15 10:00:00,BTC/USDT,19187.51000000,19350.00000000,19117.90000000,19310.00000000,3596.15720800,69249283.58379682,52693\n1608022800000,2020-12-15 09:00:00,BTC/USDT,19136.96000000,19209.99000000,19074.00000000,19187.51000000,2498.76800000,47850670.01291859,37756\n1608019200000,2020-12-15 08:00:00,BTC/USDT,19197.59000000,19219.96000000,19106.95000000,19137.24000000,1854.09426000,35542869.26492726,33932\n1608015600000,2020-12-15 07:00:00,BTC/USDT,19186.12000000,19226.95000000,19146.95000000,19197.60000000,1730.80311700,33199007.21357700,31608\n1608012000000,2020-12-15 06:00:00,BTC/USDT,19133.29000000,19211.76000000,19101.00000000,19186.12000000,2257.16819300,43244582.03565109,37596\n1608008400000,2020-12-15 05:00:00,BTC/USDT,19180.70000000,19259.78000000,19050.00000000,19132.40000000,3984.04366400,76251092.67345880,64164\n1608004800000,2020-12-15 04:00:00,BTC/USDT,19479.69000000,19497.36000000,19161.03000000,19180.71000000,3179.72624100,61473987.92577317,63645\n1608001200000,2020-12-15 03:00:00,BTC/USDT,19458.98000000,19509.57000000,19416.35000000,19479.70000000,1934.60099700,37665313.62082362,41603\n1607997600000,2020-12-15 02:00:00,BTC/USDT,19455.06000000,19570.00000000,19444.25000000,19458.97000000,5055.68350000,98656537.38402874,82608\n1607994000000,2020-12-15 01:00:00,BTC/USDT,19394.94000000,19470.00000000,19320.85000000,19455.06000000,2941.28243100,57047581.23101451,51322\n1607990400000,2020-12-15 00:00:00,BTC/USDT,19273.69000000,19395.00000000,19243.64000000,19394.94000000,2998.53138700,57955812.50103087,45022\n1607986800000,2020-12-14 23:00:00,BTC/USDT,19291.99000000,19349.00000000,19200.85000000,19273.14000000,2882.37201900,55614202.92607254,46021\n1607983200000,2020-12-14 22:00:00,BTC/USDT,19197.82000000,19296.00000000,19188.76000000,19291.90000000,1317.36934800,25349746.39867067,29228\n1607979600000,2020-12-14 21:00:00,BTC/USDT,19208.08000000,19220.85000000,19150.85000000,19197.83000000,1359.13890100,26079866.29044296,29812\n1607976000000,2020-12-14 20:00:00,BTC/USDT,19175.88000000,19216.57000000,19130.85000000,19208.07000000,1386.34673800,26580893.94398627,29621\n1607972400000,2020-12-14 19:00:00,BTC/USDT,19236.75000000,19236.76000000,19165.00000000,19175.88000000,1343.18035800,25786096.44736833,33678\n1607968800000,2020-12-14 18:00:00,BTC/USDT,19143.38000000,19236.76000000,19143.38000000,19236.75000000,1817.18601900,34874284.34561431,32514\n1607965200000,2020-12-14 17:00:00,BTC/USDT,19152.59000000,19170.51000000,19113.08000000,19143.09000000,1255.88460800,24045294.09532957,28451\n1607961600000,2020-12-14 16:00:00,BTC/USDT,19200.00000000,19237.79000000,19114.58000000,19152.37000000,1896.16720200,36339368.45919770,47065\n1607958000000,2020-12-14 15:00:00,BTC/USDT,19221.75000000,19300.00000000,19158.57000000,19200.07000000,3589.35016400,69076198.18817253,54543\n1607954400000,2020-12-14 14:00:00,BTC/USDT,19184.20000000,19227.66000000,19088.88000000,19221.74000000,2439.25088800,46733762.72822593,48156\n1607950800000,2020-12-14 13:00:00,BTC/USDT,19114.66000000,19199.86000000,19063.31000000,19184.19000000,2220.23694700,42499310.01450780,34185\n1607947200000,2020-12-14 12:00:00,BTC/USDT,19106.43000000,19147.00000000,19028.97000000,19114.66000000,2118.83521600,40440153.52199987,34123\n1607943600000,2020-12-14 11:00:00,BTC/USDT,19088.94000000,19144.14000000,19051.11000000,19106.44000000,1864.31923500,35606173.21073918,31482\n1607940000000,2020-12-14 10:00:00,BTC/USDT,19184.60000000,19215.19000000,19052.72000000,19088.94000000,2101.35073700,40218964.13739735,37411\n1607936400000,2020-12-14 09:00:00,BTC/USDT,19222.00000000,19258.96000000,19120.00000000,19184.61000000,1986.24684200,38099270.66165153,30757\n1607932800000,2020-12-14 08:00:00,BTC/USDT,19155.80000000,19244.69000000,19140.00000000,19222.00000000,2065.45688600,39651855.99347659,29422\n1607929200000,2020-12-14 07:00:00,BTC/USDT,19206.24000000,19210.00000000,19100.43000000,19155.80000000,1326.68425700,25419485.44141620,26737\n1607925600000,2020-12-14 06:00:00,BTC/USDT,19085.53000000,19207.93000000,19080.40000000,19206.23000000,1741.87814700,33341909.69147697,28815\n1607922000000,2020-12-14 05:00:00,BTC/USDT,19126.93000000,19130.00000000,19033.84000000,19085.53000000,1556.62698700,29708802.72155159,31826\n1607918400000,2020-12-14 04:00:00,BTC/USDT,19260.68000000,19282.11000000,19055.51000000,19126.94000000,2675.25742900,51189039.77079196,40011\n1607914800000,2020-12-14 03:00:00,BTC/USDT,19297.90000000,19347.00000000,19227.01000000,19260.68000000,2413.53757200,46541743.78891363,35578\n1607911200000,2020-12-14 02:00:00,BTC/USDT,19085.64000000,19307.09000000,19052.62000000,19297.70000000,2765.11832600,53087642.95243247,39013\n1607907600000,2020-12-14 01:00:00,BTC/USDT,19056.23000000,19112.74000000,19019.65000000,19085.64000000,1246.65538400,23782999.42681138,28089\n1607904000000,2020-12-14 00:00:00,BTC/USDT,19174.99000000,19174.99000000,19000.00000000,19057.19000000,1888.75108400,36034622.58334769,35844\n1607900400000,2020-12-13 23:00:00,BTC/USDT,19112.41000000,19225.00000000,19090.00000000,19174.99000000,1627.72683800,31198043.17557941,30929\n1607896800000,2020-12-13 22:00:00,BTC/USDT,19190.00000000,19194.33000000,18971.00000000,19112.41000000,2215.95021000,42225204.52136216,42378\n1607893200000,2020-12-13 21:00:00,BTC/USDT,19154.56000000,19225.63000000,19150.00000000,19190.01000000,1153.64282700,22141548.64356091,29267\n1607889600000,2020-12-13 20:00:00,BTC/USDT,19193.28000000,19193.29000000,19089.63000000,19154.57000000,1908.19497000,36534026.68091457,39046\n1607886000000,2020-12-13 19:00:00,BTC/USDT,19185.33000000,19233.00000000,19155.00000000,19193.78000000,1307.77872600,25098223.16454260,26951\n1607882400000,2020-12-13 18:00:00,BTC/USDT,19273.59000000,19273.60000000,19172.33000000,19185.33000000,1636.42414800,31438157.19188333,35239\n1607878800000,2020-12-13 17:00:00,BTC/USDT,19328.11000000,19334.85000000,19197.36000000,19273.60000000,1835.01721000,35345202.03813577,35618\n1607875200000,2020-12-13 16:00:00,BTC/USDT,19211.34000000,19385.00000000,19208.70000000,19328.12000000,3401.55793700,65743060.89655995,65762\n1607871600000,2020-12-13 15:00:00,BTC/USDT,19292.13000000,19334.08000000,19080.00000000,19211.34000000,3876.89083700,74379774.46576625,60250\n1607868000000,2020-12-13 14:00:00,BTC/USDT,19321.13000000,19364.00000000,19275.41000000,19292.13000000,1662.41871000,32098424.62286307,31680\n1607864400000,2020-12-13 13:00:00,BTC/USDT,19348.97000000,19411.00000000,19290.01000000,19321.13000000,2820.18603500,54575254.92485517,43883\n1607860800000,2020-12-13 12:00:00,BTC/USDT,19316.80000000,19400.00000000,19265.91000000,19348.97000000,3516.70014700,68052068.15436480,50829\n1607857200000,2020-12-13 11:00:00,BTC/USDT,19278.99000000,19349.00000000,19200.00000000,19316.81000000,2247.85911200,43339962.29006435,34439\n1607853600000,2020-12-13 10:00:00,BTC/USDT,19263.26000000,19370.00000000,19255.00000000,19278.99000000,3202.08969000,61854943.98621792,48397\n1607850000000,2020-12-13 09:00:00,BTC/USDT,19245.25000000,19301.14000000,19185.74000000,19263.25000000,2399.86607700,46164906.46770061,34901\n1607846400000,2020-12-13 08:00:00,BTC/USDT,19249.21000000,19322.24000000,19179.50000000,19245.91000000,3622.14140300,69681154.84736808,55762\n1607842800000,2020-12-13 07:00:00,BTC/USDT,18973.93000000,19306.27000000,18973.93000000,19247.68000000,7062.52731100,135268469.39930940,81896\n1607839200000,2020-12-13 06:00:00,BTC/USDT,18849.99000000,18984.55000000,18844.95000000,18973.93000000,1930.01902800,36506250.34472179,33039\n1607835600000,2020-12-13 05:00:00,BTC/USDT,18852.51000000,18938.55000000,18815.00000000,18850.00000000,2197.61688300,41496010.02148245,27690\n1607832000000,2020-12-13 04:00:00,BTC/USDT,18784.56000000,18884.50000000,18768.19000000,18852.51000000,1252.67330600,23588810.06271224,23968\n1607828400000,2020-12-13 03:00:00,BTC/USDT,18812.61000000,18831.36000000,18760.77000000,18784.42000000,932.07127000,17515656.31349500,18965\n1607824800000,2020-12-13 02:00:00,BTC/USDT,18795.12000000,18830.00000000,18750.02000000,18812.61000000,1530.61413800,28756253.11768682,29448\n1607821200000,2020-12-13 01:00:00,BTC/USDT,18750.00000000,18808.98000000,18711.57000000,18795.31000000,1142.36527000,21444519.93926304,23944\n1607817600000,2020-12-13 00:00:00,BTC/USDT,18808.69000000,18875.00000000,18711.12000000,18750.00000000,2078.48966100,39074643.82444415,33741\n1607814000000,2020-12-12 23:00:00,BTC/USDT,18872.07000000,18880.37000000,18768.77000000,18808.69000000,1730.46905800,32547242.00362411,25738\n1607810400000,2020-12-12 22:00:00,BTC/USDT,18787.72000000,18948.66000000,18754.37000000,18870.51000000,2213.09286000,41739813.22391947,42429\n1607806800000,2020-12-12 21:00:00,BTC/USDT,18770.67000000,18840.40000000,18729.09000000,18787.72000000,1855.29318400,34855681.54716077,37817\n1607803200000,2020-12-12 20:00:00,BTC/USDT,18805.29000000,18840.40000000,18745.01000000,18770.68000000,2031.98501600,38177013.40082536,32906\n1607799600000,2020-12-12 19:00:00,BTC/USDT,18687.63000000,18850.00000000,18687.63000000,18805.29000000,3255.89979300,61099760.12686699,50759\n1607796000000,2020-12-12 18:00:00,BTC/USDT,18482.83000000,18746.33000000,18482.47000000,18687.62000000,4917.02800700,91723633.99943071,63277\n1607792400000,2020-12-12 17:00:00,BTC/USDT,18397.87000000,18527.93000000,18374.07000000,18483.17000000,1642.53083700,30293379.92959640,27891\n1607788800000,2020-12-12 16:00:00,BTC/USDT,18399.01000000,18450.46000000,18362.42000000,18397.88000000,1754.68993800,32300285.12535180,37624\n1607785200000,2020-12-12 15:00:00,BTC/USDT,18372.98000000,18434.62000000,18317.67000000,18399.01000000,1786.91668200,32835455.25329444,35603\n1607781600000,2020-12-12 14:00:00,BTC/USDT,18400.21000000,18475.63000000,18308.82000000,18372.97000000,2537.66383300,46678373.32869114,41714\n1607778000000,2020-12-12 13:00:00,BTC/USDT,18445.14000000,18451.35000000,18388.88000000,18400.21000000,1443.03583400,26575944.51858834,26155\n1607774400000,2020-12-12 12:00:00,BTC/USDT,18506.10000000,18525.33000000,18427.01000000,18445.15000000,1831.73177300,33837614.63220157,29863\n1607770800000,2020-12-12 11:00:00,BTC/USDT,18382.11000000,18513.66000000,18366.68000000,18506.10000000,1892.70304600,34939468.42666454,33239\n1607767200000,2020-12-12 10:00:00,BTC/USDT,18433.47000000,18459.42000000,18370.00000000,18382.10000000,1482.55862600,27288453.66323805,30809\n1607763600000,2020-12-12 09:00:00,BTC/USDT,18377.35000000,18478.00000000,18345.14000000,18433.47000000,1957.43315400,36067439.00089533,35727\n1607760000000,2020-12-12 08:00:00,BTC/USDT,18380.85000000,18450.00000000,18318.98000000,18377.64000000,2153.28465200,39587861.42014289,39165\n1607756400000,2020-12-12 07:00:00,BTC/USDT,18315.76000000,18400.00000000,18300.67000000,18380.85000000,1514.44081800,27785295.91735842,34863\n1607752800000,2020-12-12 06:00:00,BTC/USDT,18313.35000000,18366.24000000,18278.91000000,18315.76000000,1342.47028200,24588909.24046947,27515\n1607749200000,2020-12-12 05:00:00,BTC/USDT,18370.28000000,18398.19000000,18310.01000000,18313.36000000,1600.54204300,29369634.50594411,30636\n1607745600000,2020-12-12 04:00:00,BTC/USDT,18282.01000000,18390.00000000,18261.32000000,18370.28000000,1520.77657000,27869553.42412433,33999\n1607742000000,2020-12-12 03:00:00,BTC/USDT,18319.99000000,18336.82000000,18268.34000000,18282.02000000,1178.51983600,21559345.20462112,23250\n1607738400000,2020-12-12 02:00:00,BTC/USDT,18283.84000000,18350.00000000,18278.14000000,18319.99000000,1370.49853900,25103513.95091640,28847\n1607734800000,2020-12-12 01:00:00,BTC/USDT,18342.05000000,18375.00000000,18271.10000000,18283.84000000,1922.63074500,35210286.78755807,42881\n1607731200000,2020-12-12 00:00:00,BTC/USDT,18036.53000000,18370.00000000,18020.70000000,18342.06000000,4583.78330600,83518877.27469954,79103\n1607727600000,2020-12-11 23:00:00,BTC/USDT,18127.81000000,18149.75000000,18012.69000000,18036.53000000,1824.61973600,32973409.54446278,42841\n1607724000000,2020-12-11 22:00:00,BTC/USDT,18100.01000000,18184.00000000,18067.72000000,18127.81000000,1977.13009300,35865598.64736300,46808\n1607720400000,2020-12-11 21:00:00,BTC/USDT,17983.47000000,18125.18000000,17952.15000000,18100.01000000,2363.58389500,42645696.86992499,41747\n1607716800000,2020-12-11 20:00:00,BTC/USDT,17975.08000000,18060.00000000,17925.37000000,17982.89000000,2012.49939600,36169523.12316280,37353\n1607713200000,2020-12-11 19:00:00,BTC/USDT,18044.26000000,18093.95000000,17959.22000000,17977.00000000,2055.80295900,37101541.78500970,32395\n1607709600000,2020-12-11 18:00:00,BTC/USDT,17995.50000000,18046.83000000,17943.29000000,18044.26000000,1971.88283100,35487541.90077533,29206\n1607706000000,2020-12-11 17:00:00,BTC/USDT,17978.15000000,18007.00000000,17852.00000000,17995.53000000,2771.29657700,49724633.94605851,41311\n1607702400000,2020-12-11 16:00:00,BTC/USDT,18104.74000000,18111.55000000,17942.85000000,17978.14000000,2468.64785100,44465838.95788876,37065\n1607698800000,2020-12-11 15:00:00,BTC/USDT,18058.75000000,18132.00000000,18028.00000000,18104.74000000,3191.42360300,57668403.51108962,39004\n1607695200000,2020-12-11 14:00:00,BTC/USDT,17972.00000000,18068.00000000,17901.07000000,18058.76000000,3657.43856700,65772843.02515030,49362\n1607691600000,2020-12-11 13:00:00,BTC/USDT,17864.73000000,17987.98000000,17827.68000000,17972.01000000,2900.77125000,51946637.49573068,46985\n1607688000000,2020-12-11 12:00:00,BTC/USDT,17647.71000000,17916.50000000,17617.00000000,17864.73000000,4028.59243600,71630940.19876540,56403\n1607684400000,2020-12-11 11:00:00,BTC/USDT,17758.46000000,17761.10000000,17600.00000000,17647.71000000,3575.26562500,63181227.87511524,57844\n1607680800000,2020-12-11 10:00:00,BTC/USDT,17802.60000000,17874.01000000,17572.33000000,17758.45000000,5006.23438400,88775697.64247451,66490\n1607677200000,2020-12-11 09:00:00,BTC/USDT,17899.46000000,17908.00000000,17728.25000000,17802.60000000,2599.67167700,46295339.89425719,39175\n1607673600000,2020-12-11 08:00:00,BTC/USDT,17811.96000000,18001.15000000,17810.50000000,17898.79000000,3799.96689700,67987197.49296977,52485\n1607670000000,2020-12-11 07:00:00,BTC/USDT,17923.60000000,17944.87000000,17700.51000000,17811.95000000,3651.86148900,64968977.41091075,58596\n1607666400000,2020-12-11 06:00:00,BTC/USDT,17899.43000000,17968.00000000,17814.73000000,17923.60000000,1844.10117200,33002682.35787750,32584\n1607662800000,2020-12-11 05:00:00,BTC/USDT,17959.73000000,18021.42000000,17833.88000000,17899.44000000,2208.24425200,39566413.09459911,33090\n1607659200000,2020-12-11 04:00:00,BTC/USDT,17990.69000000,18048.60000000,17929.81000000,17959.72000000,2129.21127100,38281486.71726284,30298\n1607655600000,2020-12-11 03:00:00,BTC/USDT,17804.97000000,17996.14000000,17715.60000000,17990.88000000,3471.13457100,62034423.24105488,52850\n1607652000000,2020-12-11 02:00:00,BTC/USDT,17901.44000000,18040.81000000,17801.37000000,17804.97000000,3702.97795800,66344001.68441753,57712\n1607648400000,2020-12-11 01:00:00,BTC/USDT,18018.31000000,18074.80000000,17804.00000000,17901.45000000,5573.67197000,99914282.93931862,75607\n1607644800000,2020-12-11 00:00:00,BTC/USDT,18254.81000000,18292.73000000,17950.00000000,18018.32000000,3824.69379900,69277307.95226034,60599\n1607641200000,2020-12-10 23:00:00,BTC/USDT,18326.36000000,18380.41000000,18220.00000000,18254.63000000,1461.86718900,26759875.40736279,27870\n1607637600000,2020-12-10 22:00:00,BTC/USDT,18348.99000000,18397.77000000,18297.76000000,18326.36000000,1007.94178300,18487455.96298143,26372\n1607634000000,2020-12-10 21:00:00,BTC/USDT,18365.79000000,18405.62000000,18305.74000000,18349.00000000,1405.94011000,25819451.18102512,27157\n1607630400000,2020-12-10 20:00:00,BTC/USDT,18403.11000000,18435.74000000,18342.56000000,18365.78000000,2400.94160500,44171460.14450001,34522\n1607626800000,2020-12-10 19:00:00,BTC/USDT,18274.74000000,18403.28000000,18225.31000000,18403.10000000,2437.61964200,44650435.56302606,34483\n1607623200000,2020-12-10 18:00:00,BTC/USDT,18213.87000000,18316.76000000,18195.01000000,18274.75000000,2327.71276100,42506248.75505001,32224\n1607619600000,2020-12-10 17:00:00,BTC/USDT,18176.99000000,18217.95000000,18076.07000000,18213.86000000,1822.38119900,33088171.07497929,28185\n1607616000000,2020-12-10 16:00:00,BTC/USDT,18132.11000000,18225.31000000,18096.42000000,18176.99000000,2836.09702900,51529050.23518128,43815\n1607612400000,2020-12-10 15:00:00,BTC/USDT,18080.00000000,18151.00000000,17911.12000000,18134.08000000,4777.60176000,86111223.96279673,61235\n1607608800000,2020-12-10 14:00:00,BTC/USDT,18233.65000000,18252.55000000,18040.01000000,18079.99000000,3043.01352700,55105270.78918178,46672\n1607605200000,2020-12-10 13:00:00,BTC/USDT,18209.72000000,18246.80000000,18045.31000000,18233.65000000,3702.02883200,67166588.86451570,48984\n1607601600000,2020-12-10 12:00:00,BTC/USDT,18192.50000000,18290.63000000,18165.89000000,18209.96000000,1783.46088300,32515320.72413903,30897\n1607598000000,2020-12-10 11:00:00,BTC/USDT,18145.00000000,18254.48000000,18117.32000000,18192.49000000,2447.63731200,44515334.61408646,34662\n1607594400000,2020-12-10 10:00:00,BTC/USDT,18237.51000000,18281.01000000,18070.00000000,18145.00000000,3256.28896100,59243010.76751726,50637\n1607590800000,2020-12-10 09:00:00,BTC/USDT,18433.31000000,18480.00000000,18224.01000000,18237.52000000,2921.51327900,53595891.64635654,45654\n1607587200000,2020-12-10 08:00:00,BTC/USDT,18335.91000000,18471.18000000,18319.74000000,18433.30000000,1918.03465700,35334957.48407030,32899\n1607583600000,2020-12-10 07:00:00,BTC/USDT,18298.23000000,18386.16000000,18287.78000000,18335.91000000,1225.14512500,22481483.82324640,26023\n1607580000000,2020-12-10 06:00:00,BTC/USDT,18372.36000000,18435.74000000,18278.44000000,18298.22000000,2065.77300700,37885683.71312600,40012\n1607576400000,2020-12-10 05:00:00,BTC/USDT,18418.15000000,18420.80000000,18305.40000000,18372.37000000,1571.72015300,28869311.52693795,41572\n1607572800000,2020-12-10 04:00:00,BTC/USDT,18409.78000000,18493.28000000,18389.00000000,18418.15000000,1491.72176600,27528502.21418474,31892\n1607569200000,2020-12-10 03:00:00,BTC/USDT,18386.02000000,18500.00000000,18350.00000000,18409.77000000,1492.90043500,27512619.71558739,32012\n1607565600000,2020-12-10 02:00:00,BTC/USDT,18431.25000000,18485.71000000,18353.29000000,18386.02000000,1684.78457800,31027437.46376328,28957\n1607562000000,2020-12-10 01:00:00,BTC/USDT,18432.01000000,18501.96000000,18303.28000000,18431.25000000,1984.13813000,36542232.63636051,40657\n1607558400000,2020-12-10 00:00:00,BTC/USDT,18541.29000000,18557.32000000,18416.17000000,18432.01000000,1824.41137100,33702510.73063102,43758\n1607554800000,2020-12-09 23:00:00,BTC/USDT,18556.12000000,18639.57000000,18531.29000000,18541.28000000,1699.57021100,31587041.25165852,32753\n1607551200000,2020-12-09 22:00:00,BTC/USDT,18519.32000000,18613.99000000,18485.71000000,18556.11000000,2659.08754800,49370818.68720520,53618\n1607547600000,2020-12-09 21:00:00,BTC/USDT,18341.01000000,18550.00000000,18326.04000000,18519.37000000,3203.22194600,59095738.16762049,48544\n1607544000000,2020-12-09 20:00:00,BTC/USDT,18260.02000000,18372.00000000,18211.78000000,18341.02000000,2640.59352400,48343480.94353978,42653\n1607540400000,2020-12-09 19:00:00,BTC/USDT,18196.41000000,18289.06000000,18196.11000000,18260.03000000,1802.91715200,32902865.64033200,29408\n1607536800000,2020-12-09 18:00:00,BTC/USDT,18304.06000000,18352.22000000,18165.00000000,18196.40000000,2456.28116600,44836590.68228841,37361\n1607533200000,2020-12-09 17:00:00,BTC/USDT,18389.73000000,18435.00000000,18297.32000000,18304.06000000,2386.46782200,43812813.00836083,42584\n1607529600000,2020-12-09 16:00:00,BTC/USDT,18349.50000000,18392.00000000,18252.15000000,18389.74000000,2491.70293900,45638377.67814911,42426\n1607526000000,2020-12-09 15:00:00,BTC/USDT,18451.01000000,18470.22000000,18290.49000000,18349.50000000,3458.08501900,63463034.76509870,51301\n1607522400000,2020-12-09 14:00:00,BTC/USDT,18483.24000000,18523.99000000,18425.17000000,18451.01000000,3858.94166200,71275845.74781602,55223\n1607518800000,2020-12-09 13:00:00,BTC/USDT,18234.74000000,18498.00000000,18169.10000000,18483.50000000,3956.73374300,72457875.00538701,56931\n1607515200000,2020-12-09 12:00:00,BTC/USDT,18244.94000000,18365.00000000,18210.05000000,18234.74000000,2551.59298700,46657216.63939070,54134\n1607511600000,2020-12-09 11:00:00,BTC/USDT,18234.66000000,18379.87000000,18180.72000000,18244.95000000,4005.12706700,73188553.24513787,61233\n1607508000000,2020-12-09 10:00:00,BTC/USDT,18040.98000000,18249.00000000,17978.16000000,18234.65000000,4049.21499800,73420817.54414360,65171\n1607504400000,2020-12-09 09:00:00,BTC/USDT,17955.78000000,18108.64000000,17919.93000000,18036.34000000,4587.52736200,82627249.87608896,72230\n1607500800000,2020-12-09 08:00:00,BTC/USDT,17924.06000000,18048.12000000,17650.00000000,17955.78000000,8243.27624300,147105177.31092626,116641\n1607497200000,2020-12-09 07:00:00,BTC/USDT,18214.08000000,18244.26000000,17830.00000000,17924.07000000,5288.68322200,95354508.50097996,75585\n1607493600000,2020-12-09 06:00:00,BTC/USDT,18206.57000000,18280.00000000,18153.36000000,18214.09000000,2142.32315800,39037045.01694565,40631\n1607490000000,2020-12-09 05:00:00,BTC/USDT,18159.57000000,18242.32000000,18058.00000000,18205.50000000,2983.49184900,54160476.89001040,55340\n1607486400000,2020-12-09 04:00:00,BTC/USDT,18300.00000000,18308.39000000,18125.00000000,18159.58000000,2057.22879800,37481803.52436757,34619\n1607482800000,2020-12-09 03:00:00,BTC/USDT,18281.26000000,18310.00000000,18220.88000000,18300.01000000,1888.92734500,34508258.92075024,37911\n1607479200000,2020-12-09 02:00:00,BTC/USDT,18215.50000000,18350.36000000,18151.60000000,18281.00000000,2790.50147700,50924060.56184731,49735\n1607475600000,2020-12-09 01:00:00,BTC/USDT,18180.00000000,18329.65000000,18032.00000000,18215.49000000,4099.08178400,74590786.79162266,74192\n1607472000000,2020-12-09 00:00:00,BTC/USDT,18324.11000000,18380.00000000,18120.00000000,18180.01000000,4284.97477900,78290227.66491701,72252\n1607468400000,2020-12-08 23:00:00,BTC/USDT,18336.50000000,18500.00000000,18200.00000000,18324.11000000,7082.33235600,129826677.09956268,100421\n1607464800000,2020-12-08 22:00:00,BTC/USDT,18778.02000000,18837.45000000,18320.00000000,18340.01000000,4197.20262600,78134606.57203197,76572\n1607461200000,2020-12-08 21:00:00,BTC/USDT,18742.64000000,18827.34000000,18687.80000000,18777.86000000,1763.50432500,33089334.31070798,55785\n1607457600000,2020-12-08 20:00:00,BTC/USDT,18795.74000000,18848.00000000,18664.51000000,18742.63000000,3177.56653800,59586016.16513511,57270\n1607454000000,2020-12-08 19:00:00,BTC/USDT,18831.00000000,18895.00000000,18787.87000000,18795.74000000,1381.00655800,26026454.65701556,33136\n1607450400000,2020-12-08 18:00:00,BTC/USDT,18927.41000000,18930.84000000,18826.08000000,18831.00000000,1791.74626100,33814127.04478135,35900\n1607446800000,2020-12-08 17:00:00,BTC/USDT,18832.02000000,18937.81000000,18818.00000000,18927.41000000,1365.99854100,25788551.58988939,30944\n1607443200000,2020-12-08 16:00:00,BTC/USDT,18809.91000000,18910.00000000,18745.31000000,18832.03000000,2390.26467000,45037469.41603399,47579\n1607439600000,2020-12-08 15:00:00,BTC/USDT,18865.00000000,18913.14000000,18780.00000000,18809.91000000,2017.42127500,37998914.55136814,42920\n1607436000000,2020-12-08 14:00:00,BTC/USDT,18923.42000000,18974.83000000,18861.47000000,18865.01000000,2255.91188600,42670462.00609898,43330\n1607432400000,2020-12-08 13:00:00,BTC/USDT,18726.92000000,18942.30000000,18726.92000000,18922.84000000,3398.70974100,64096011.01973729,55347\n1607428800000,2020-12-08 12:00:00,BTC/USDT,18762.95000000,18864.06000000,18610.00000000,18726.93000000,4536.59873600,84920211.09161877,71532\n1607425200000,2020-12-08 11:00:00,BTC/USDT,18816.00000000,18869.23000000,18730.00000000,18762.96000000,2445.01004900,45973344.95213389,47586\n1607421600000,2020-12-08 10:00:00,BTC/USDT,18791.78000000,18879.00000000,18700.04000000,18816.00000000,3764.95059300,70843765.30293461,66454\n1607418000000,2020-12-08 09:00:00,BTC/USDT,19069.95000000,19101.59000000,18700.00000000,18791.77000000,5751.66347400,108574720.57953909,90356\n1607414400000,2020-12-08 08:00:00,BTC/USDT,19143.10000000,19168.88000000,19010.00000000,19069.96000000,2558.83605300,48883728.92347666,53722\n1607410800000,2020-12-08 07:00:00,BTC/USDT,19160.49000000,19199.62000000,19135.00000000,19143.10000000,1877.75323200,35986698.06044441,33443\n1607407200000,2020-12-08 06:00:00,BTC/USDT,19293.76000000,19294.84000000,19091.00000000,19160.49000000,1931.91375800,37072667.18490267,38499\n1607403600000,2020-12-08 05:00:00,BTC/USDT,19181.21000000,19293.76000000,19181.21000000,19293.76000000,1362.40264800,26182963.16782896,32090\n1607400000000,2020-12-08 04:00:00,BTC/USDT,19154.73000000,19210.00000000,19151.96000000,19181.21000000,1423.21866600,27310523.22784012,23920\n1607396400000,2020-12-08 03:00:00,BTC/USDT,19177.61000000,19196.00000000,19132.78000000,19154.73000000,1086.76353500,20824599.25034294,22675\n1607392800000,2020-12-08 02:00:00,BTC/USDT,19210.63000000,19215.34000000,19160.00000000,19177.61000000,1061.47089100,20363440.60595637,23161\n1607389200000,2020-12-08 01:00:00,BTC/USDT,19228.41000000,19235.60000000,19150.25000000,19210.62000000,1465.00046400,28117324.87693521,27713\n1607385600000,2020-12-08 00:00:00,BTC/USDT,19166.90000000,19229.99000000,19132.67000000,19228.40000000,1539.70073800,29535465.74834286,32826\n1607382000000,2020-12-07 23:00:00,BTC/USDT,19114.49000000,19217.64000000,19072.80000000,19166.90000000,1603.01696300,30715178.90419292,32774\n1607378400000,2020-12-07 22:00:00,BTC/USDT,19075.45000000,19115.78000000,19057.86000000,19114.48000000,788.10171800,15046280.91472147,36202\n1607374800000,2020-12-07 21:00:00,BTC/USDT,19050.63000000,19115.28000000,19015.36000000,19075.41000000,1561.72968300,29788306.53066951,33069\n1607371200000,2020-12-07 20:00:00,BTC/USDT,18967.01000000,19059.80000000,18935.06000000,19050.63000000,1533.44469200,29133124.99346403,34547\n1607367600000,2020-12-07 19:00:00,BTC/USDT,18938.51000000,19039.02000000,18912.31000000,18967.01000000,1898.11913500,36035171.70797653,37810\n1607364000000,2020-12-07 18:00:00,BTC/USDT,19160.01000000,19188.16000000,18902.88000000,18939.70000000,4582.18670200,87134615.14045152,76108\n1607360400000,2020-12-07 17:00:00,BTC/USDT,19188.29000000,19210.09000000,19139.99000000,19160.01000000,1440.24862200,27610072.48267495,31077\n1607356800000,2020-12-07 16:00:00,BTC/USDT,19213.90000000,19241.39000000,19166.79000000,19188.36000000,1587.89743800,30501948.61893084,35523\n1607353200000,2020-12-07 15:00:00,BTC/USDT,19195.84000000,19257.03000000,19168.88000000,19213.90000000,1660.03544400,31894063.41113433,33715\n1607349600000,2020-12-07 14:00:00,BTC/USDT,19187.90000000,19234.61000000,19095.72000000,19195.84000000,2077.87589400,39826155.95031214,41715\n1607346000000,2020-12-07 13:00:00,BTC/USDT,19239.00000000,19253.09000000,19180.70000000,19187.67000000,1522.34235800,29245121.96616379,33363\n1607342400000,2020-12-07 12:00:00,BTC/USDT,19103.79000000,19239.00000000,19097.50000000,19238.80000000,2301.61307500,44142883.91886110,46590\n1607338800000,2020-12-07 11:00:00,BTC/USDT,19183.41000000,19231.22000000,19090.00000000,19103.58000000,1914.16087800,36697437.77963823,37323\n1607335200000,2020-12-07 10:00:00,BTC/USDT,19213.34000000,19254.06000000,19147.05000000,19183.41000000,1839.59864900,35331014.80542378,34324\n1607331600000,2020-12-07 09:00:00,BTC/USDT,19250.85000000,19256.62000000,19177.99000000,19213.34000000,1678.48208100,32253302.16985129,30131\n1607328000000,2020-12-07 08:00:00,BTC/USDT,19371.24000000,19386.15000000,19200.00000000,19250.84000000,1808.05797200,34838283.46477790,32972\n1607324400000,2020-12-07 07:00:00,BTC/USDT,19306.36000000,19399.00000000,19293.93000000,19371.30000000,1503.21260800,29075412.95372914,27661\n1607320800000,2020-12-07 06:00:00,BTC/USDT,19246.25000000,19356.30000000,19237.37000000,19306.36000000,1454.81203300,28086827.92152083,31801\n1607317200000,2020-12-07 05:00:00,BTC/USDT,19285.97000000,19299.00000000,19240.00000000,19246.26000000,1023.88277600,19728551.96851123,24790\n1607313600000,2020-12-07 04:00:00,BTC/USDT,19282.68000000,19306.11000000,19233.36000000,19285.97000000,1193.98592600,23013756.45878229,23201\n1607310000000,2020-12-07 03:00:00,BTC/USDT,19200.01000000,19288.23000000,19157.55000000,19282.68000000,1339.84959700,25769706.56043463,28915\n1607306400000,2020-12-07 02:00:00,BTC/USDT,19293.09000000,19307.49000000,19169.35000000,19200.00000000,1548.26916600,29775458.62265290,27188\n1607302800000,2020-12-07 01:00:00,BTC/USDT,19318.56000000,19349.55000000,19219.99000000,19293.08000000,1527.85634800,29466467.43325096,31495\n1607299200000,2020-12-07 00:00:00,BTC/USDT,19358.67000000,19420.91000000,19288.23000000,19318.56000000,1983.51653500,38408524.00581976,38660\n1607295600000,2020-12-06 23:00:00,BTC/USDT,19125.55000000,19420.00000000,19125.55000000,19359.40000000,4312.40788100,83417946.61315767,66139\n1607292000000,2020-12-06 22:00:00,BTC/USDT,19238.08000000,19249.00000000,19045.00000000,19125.44000000,1481.42844200,28388390.28543065,38970\n1607288400000,2020-12-06 21:00:00,BTC/USDT,19168.73000000,19244.00000000,19114.01000000,19238.08000000,1606.57008500,30821953.39992698,26833\n1607284800000,2020-12-06 20:00:00,BTC/USDT,19132.62000000,19184.62000000,19123.41000000,19168.73000000,868.81471400,16639515.78026271,21093\n1607281200000,2020-12-06 19:00:00,BTC/USDT,19105.20000000,19156.96000000,19076.47000000,19132.62000000,870.44194400,16640069.76086090,21758\n1607277600000,2020-12-06 18:00:00,BTC/USDT,19127.86000000,19174.36000000,19093.78000000,19105.21000000,870.08646100,16644336.52278490,22605\n1607274000000,2020-12-06 17:00:00,BTC/USDT,19106.46000000,19177.16000000,19065.91000000,19128.02000000,920.59684800,17615931.57344884,25191\n1607270400000,2020-12-06 16:00:00,BTC/USDT,19125.84000000,19213.09000000,19018.00000000,19106.80000000,1927.44402700,36849081.93696932,41564\n1607266800000,2020-12-06 15:00:00,BTC/USDT,19120.27000000,19152.38000000,19094.00000000,19125.83000000,1350.28603400,25822584.15986674,29328\n1607263200000,2020-12-06 14:00:00,BTC/USDT,18953.07000000,19131.53000000,18930.98000000,19120.00000000,1809.57926000,34464912.68598285,38591\n1607259600000,2020-12-06 13:00:00,BTC/USDT,18982.87000000,19021.00000000,18857.00000000,18953.07000000,2100.60158800,39781893.10495557,43707\n1607256000000,2020-12-06 12:00:00,BTC/USDT,19089.15000000,19089.16000000,18960.55000000,18982.47000000,1111.22632800,21136041.01432083,26401\n1607252400000,2020-12-06 11:00:00,BTC/USDT,19041.32000000,19100.00000000,18959.73000000,19089.16000000,1115.62880600,21217995.16180690,26255\n1607248800000,2020-12-06 10:00:00,BTC/USDT,19042.23000000,19061.53000000,18957.04000000,19041.31000000,1124.01615600,21377501.83912832,32895\n1607245200000,2020-12-06 09:00:00,BTC/USDT,19017.54000000,19083.98000000,18950.87000000,19042.22000000,2087.15759200,39712662.14555090,45224\n1607241600000,2020-12-06 08:00:00,BTC/USDT,19230.99000000,19251.00000000,19003.64000000,19017.56000000,2003.08053900,38281917.08173657,40401\n1607238000000,2020-12-06 07:00:00,BTC/USDT,19184.23000000,19260.00000000,19172.30000000,19230.99000000,921.80597300,17715712.00128943,27326\n1607234400000,2020-12-06 06:00:00,BTC/USDT,19152.00000000,19224.66000000,19133.50000000,19183.94000000,845.30298100,16221070.70848535,28887\n1607230800000,2020-12-06 05:00:00,BTC/USDT,19185.92000000,19222.54000000,19105.00000000,19151.97000000,1054.98823100,20211211.36741765,25714\n1607227200000,2020-12-06 04:00:00,BTC/USDT,19183.39000000,19231.08000000,19155.04000000,19185.92000000,881.83428600,16922961.34948862,19751\n1607223600000,2020-12-06 03:00:00,BTC/USDT,19233.44000000,19245.91000000,19137.18000000,19183.39000000,1223.12757700,23468724.50181641,27588\n1607220000000,2020-12-06 02:00:00,BTC/USDT,19261.51000000,19288.06000000,19206.03000000,19233.43000000,1450.02811000,27910630.54357203,33136\n1607216400000,2020-12-06 01:00:00,BTC/USDT,19268.81000000,19342.00000000,19228.00000000,19261.52000000,2377.43934400,45855946.81144811,50993\n1607212800000,2020-12-06 00:00:00,BTC/USDT,19147.66000000,19277.00000000,19131.02000000,19268.81000000,2729.19865400,52439943.23319755,60032\n1607209200000,2020-12-05 23:00:00,BTC/USDT,19020.59000000,19157.52000000,19020.08000000,19147.66000000,1337.36733200,25538250.72515192,29495\n1607205600000,2020-12-05 22:00:00,BTC/USDT,19007.04000000,19052.17000000,18977.16000000,19020.50000000,772.95269300,14698713.29506243,29458\n1607202000000,2020-12-05 21:00:00,BTC/USDT,19055.24000000,19110.00000000,19000.00000000,19007.04000000,1050.88054700,20024806.68119142,25974\n1607198400000,2020-12-05 20:00:00,BTC/USDT,19119.19000000,19140.00000000,18993.92000000,19054.90000000,1291.84607400,24637011.65796819,29085\n1607194800000,2020-12-05 19:00:00,BTC/USDT,19116.65000000,19172.37000000,19075.30000000,19119.19000000,1273.08141400,24344292.32519472,25658\n1607191200000,2020-12-05 18:00:00,BTC/USDT,19125.77000000,19140.00000000,19085.00000000,19116.30000000,1113.48195500,21289530.88161600,32975\n1607187600000,2020-12-05 17:00:00,BTC/USDT,19098.99000000,19125.76000000,19026.00000000,19125.76000000,1130.56601500,21572714.95161235,26206\n1607184000000,2020-12-05 16:00:00,BTC/USDT,19111.13000000,19149.92000000,19044.28000000,19099.00000000,1712.33209900,32693160.55403845,38147\n1607180400000,2020-12-05 15:00:00,BTC/USDT,19080.01000000,19150.00000000,19051.00000000,19110.78000000,1878.88140300,35886470.91346511,45607\n1607176800000,2020-12-05 14:00:00,BTC/USDT,18982.57000000,19092.03000000,18963.83000000,19080.01000000,2031.09956000,38659387.40414819,50890\n1607173200000,2020-12-05 13:00:00,BTC/USDT,19060.27000000,19069.90000000,18941.74000000,18983.13000000,1663.18758000,31592536.94970767,38876\n1607169600000,2020-12-05 12:00:00,BTC/USDT,19013.43000000,19080.01000000,18965.45000000,19060.01000000,1505.47903300,28648203.04673590,32530\n1607166000000,2020-12-05 11:00:00,BTC/USDT,19114.48000000,19127.46000000,18959.03000000,19013.43000000,2031.72423400,38633648.63906200,42099\n1607162400000,2020-12-05 10:00:00,BTC/USDT,19110.42000000,19137.28000000,19037.50000000,19114.48000000,1404.53563700,26817996.67002897,29312\n1607158800000,2020-12-05 09:00:00,BTC/USDT,19149.90000000,19165.00000000,19053.05000000,19110.42000000,1671.42061900,31921737.41184100,37851\n1607155200000,2020-12-05 08:00:00,BTC/USDT,18911.30000000,19177.00000000,18911.30000000,19149.90000000,3390.54923600,64687978.98939646,54083\n1607151600000,2020-12-05 07:00:00,BTC/USDT,18963.03000000,18986.61000000,18900.00000000,18911.31000000,1514.20482400,28673006.45581073,39355\n1607148000000,2020-12-05 06:00:00,BTC/USDT,18955.83000000,18990.08000000,18906.16000000,18963.03000000,1590.75053100,30146928.12825393,32633\n1607144400000,2020-12-05 05:00:00,BTC/USDT,18863.90000000,18970.00000000,18840.69000000,18954.42000000,1647.77831300,31157664.84072058,33808\n1607140800000,2020-12-05 04:00:00,BTC/USDT,18818.05000000,18932.00000000,18800.00000000,18863.90000000,1551.89466600,29273684.12444952,34481\n1607137200000,2020-12-05 03:00:00,BTC/USDT,18789.65000000,18880.00000000,18738.34000000,18818.85000000,2317.88868400,43604121.01517010,39750\n1607133600000,2020-12-05 02:00:00,BTC/USDT,18644.88000000,18848.62000000,18641.10000000,18789.66000000,2388.32171300,44794505.28143370,50229\n1607130000000,2020-12-05 01:00:00,BTC/USDT,18764.23000000,18819.83000000,18634.50000000,18644.89000000,2253.93186900,42235243.73747503,52098\n1607126400000,2020-12-05 00:00:00,BTC/USDT,18650.51000000,18791.53000000,18500.00000000,18764.23000000,4398.59254200,81913839.45127983,81524\n1607122800000,2020-12-04 23:00:00,BTC/USDT,18665.31000000,18841.00000000,18601.50000000,18650.52000000,2948.57260400,55226122.97793165,64625\n1607119200000,2020-12-04 22:00:00,BTC/USDT,18807.09000000,18875.27000000,18565.31000000,18665.30000000,2805.20343100,52579885.42071959,84979\n1607115600000,2020-12-04 21:00:00,BTC/USDT,18962.52000000,18988.75000000,18725.60000000,18806.41000000,3265.94108900,61561240.65911373,66152\n1607112000000,2020-12-04 20:00:00,BTC/USDT,19038.73000000,19045.34000000,18880.00000000,18962.53000000,2390.28912900,45336675.44738781,50160\n1607108400000,2020-12-04 19:00:00,BTC/USDT,19056.45000000,19065.00000000,19000.00000000,19038.73000000,1689.61723600,32159056.90054567,31547\n1607104800000,2020-12-04 18:00:00,BTC/USDT,18968.82000000,19078.68000000,18929.16000000,19056.45000000,1718.02023200,32649923.38013036,35115\n1607101200000,2020-12-04 17:00:00,BTC/USDT,18981.28000000,19029.20000000,18932.23000000,18968.93000000,1898.74850000,36049805.31495437,39095\n1607097600000,2020-12-04 16:00:00,BTC/USDT,18944.06000000,18991.70000000,18817.00000000,18981.28000000,3493.46569700,66066942.83135513,64762\n1607094000000,2020-12-04 15:00:00,BTC/USDT,19046.11000000,19073.46000000,18938.25000000,18943.35000000,2288.00545200,43443319.94608559,43666\n1607090400000,2020-12-04 14:00:00,BTC/USDT,19005.34000000,19146.22000000,18917.84000000,19046.11000000,3301.09525500,62889972.10745246,51967\n1607086800000,2020-12-04 13:00:00,BTC/USDT,19026.49000000,19027.00000000,18914.42000000,19005.34000000,2476.86035000,47023525.47837189,42242\n1607083200000,2020-12-04 12:00:00,BTC/USDT,18834.48000000,19029.56000000,18686.38000000,19026.49000000,6651.62561800,125375497.63885147,92836\n1607079600000,2020-12-04 11:00:00,BTC/USDT,18978.35000000,19077.16000000,18700.00000000,18833.25000000,5226.95006100,99082630.02125020,84724\n1607076000000,2020-12-04 10:00:00,BTC/USDT,19354.23000000,19360.73000000,18900.00000000,18978.35000000,9630.66309300,183213562.52145367,126127\n1607072400000,2020-12-04 09:00:00,BTC/USDT,19388.90000000,19410.49000000,19316.11000000,19354.23000000,1738.76710300,33657499.38507212,35837\n1607068800000,2020-12-04 08:00:00,BTC/USDT,19283.94000000,19447.14000000,19281.23000000,19388.89000000,3152.63811700,61100292.85079060,60776\n1607065200000,2020-12-04 07:00:00,BTC/USDT,19317.13000000,19335.83000000,19238.31000000,19283.94000000,2191.96097400,42274324.52328992,45144\n1607061600000,2020-12-04 06:00:00,BTC/USDT,19200.01000000,19367.05000000,19192.89000000,19317.13000000,1791.57506300,34584785.74624994,32524\n1607058000000,2020-12-04 05:00:00,BTC/USDT,19286.78000000,19312.79000000,19190.52000000,19200.07000000,1607.20170600,30978648.73763958,31543\n1607054400000,2020-12-04 04:00:00,BTC/USDT,19162.62000000,19318.83000000,19122.48000000,19286.78000000,2332.87907300,44908846.32217946,41673\n1607050800000,2020-12-04 03:00:00,BTC/USDT,19251.92000000,19323.31000000,19122.74000000,19162.62000000,2645.78391000,50893448.50869055,42986\n1607047200000,2020-12-04 02:00:00,BTC/USDT,19323.31000000,19375.00000000,19250.00000000,19251.92000000,2016.84764800,38944350.97337438,40964\n1607043600000,2020-12-04 01:00:00,BTC/USDT,19462.49000000,19489.84000000,19319.39000000,19321.42000000,1937.05663400,37547835.84101095,39608\n1607040000000,2020-12-04 00:00:00,BTC/USDT,19422.34000000,19527.00000000,19378.92000000,19460.65000000,2083.90022500,40531781.49159696,37605\n1607036400000,2020-12-03 23:00:00,BTC/USDT,19464.12000000,19540.00000000,19402.11000000,19421.90000000,2261.04089400,44031158.54872415,37248\n1607032800000,2020-12-03 22:00:00,BTC/USDT,19438.86000000,19479.71000000,19402.00000000,19464.11000000,1224.31092300,23805136.83458776,38490\n1607029200000,2020-12-03 21:00:00,BTC/USDT,19369.44000000,19462.24000000,19328.92000000,19438.86000000,1585.05878000,30749329.82565039,37401\n1607025600000,2020-12-03 20:00:00,BTC/USDT,19414.29000000,19435.29000000,19306.27000000,19369.44000000,1970.71359000,38191320.78205682,46265\n1607022000000,2020-12-03 19:00:00,BTC/USDT,19371.46000000,19422.90000000,19328.51000000,19414.29000000,1747.88877700,33864135.81323945,36086\n1607018400000,2020-12-03 18:00:00,BTC/USDT,19299.24000000,19398.90000000,19299.24000000,19371.46000000,2030.27025300,39291195.88601159,36823\n1607014800000,2020-12-03 17:00:00,BTC/USDT,19354.78000000,19384.23000000,19194.06000000,19299.23000000,2612.55142100,50355373.46640128,50278\n1607011200000,2020-12-03 16:00:00,BTC/USDT,19535.00000000,19598.00000000,19251.76000000,19354.78000000,5994.11349500,116450803.87043408,92162\n1607007600000,2020-12-03 15:00:00,BTC/USDT,19351.32000000,19536.20000000,19300.00000000,19535.00000000,4242.67237900,82419984.97534082,60347\n1607004000000,2020-12-03 14:00:00,BTC/USDT,19281.51000000,19397.00000000,19274.00000000,19351.32000000,2196.78560300,42510325.27477713,42753\n1607000400000,2020-12-03 13:00:00,BTC/USDT,19321.26000000,19375.16000000,19252.20000000,19281.00000000,2397.63164500,46326758.09642191,45055\n1606996800000,2020-12-03 12:00:00,BTC/USDT,19396.49000000,19425.00000000,19219.78000000,19321.26000000,3073.25548400,59334124.44464987,60165\n1606993200000,2020-12-03 11:00:00,BTC/USDT,19353.69000000,19444.40000000,19290.00000000,19396.50000000,3752.00635800,72714243.48643473,71749\n1606989600000,2020-12-03 10:00:00,BTC/USDT,19363.98000000,19422.90000000,19244.75000000,19353.69000000,3404.98273500,65905387.22088700,55383\n1606986000000,2020-12-03 09:00:00,BTC/USDT,19378.79000000,19420.96000000,19097.60000000,19363.99000000,4473.86282600,86144417.12953802,71994\n1606982400000,2020-12-03 08:00:00,BTC/USDT,19208.11000000,19450.00000000,19161.85000000,19378.79000000,6548.80470700,126857872.14393028,90174\n1606978800000,2020-12-03 07:00:00,BTC/USDT,18970.24000000,19250.00000000,18911.00000000,19208.11000000,3187.18640700,60941439.47702374,58522\n1606975200000,2020-12-03 06:00:00,BTC/USDT,18922.83000000,19015.42000000,18880.51000000,18970.24000000,1915.07394100,36333616.29513362,45140\n1606971600000,2020-12-03 05:00:00,BTC/USDT,19041.21000000,19110.00000000,18867.20000000,18922.83000000,2207.43948900,41917491.97674468,57785\n1606968000000,2020-12-03 04:00:00,BTC/USDT,19087.01000000,19124.03000000,19022.22000000,19041.21000000,1398.14332800,26658568.29874753,36604\n1606964400000,2020-12-03 03:00:00,BTC/USDT,19041.73000000,19178.87000000,19013.17000000,19087.00000000,1658.09331800,31695256.86000887,36748\n1606960800000,2020-12-03 02:00:00,BTC/USDT,19016.92000000,19099.05000000,18945.00000000,19041.73000000,2011.15410300,38288417.42044118,39713\n1606957200000,2020-12-03 01:00:00,BTC/USDT,19180.00000000,19184.54000000,18940.00000000,19016.91000000,2664.78993700,50774887.11280391,49367\n1606953600000,2020-12-03 00:00:00,BTC/USDT,19204.08000000,19299.00000000,19150.76000000,19180.00000000,2131.56088600,40987065.58671698,45977\n1606950000000,2020-12-02 23:00:00,BTC/USDT,19111.13000000,19260.00000000,19089.50000000,19204.09000000,2012.40777000,38612371.42477807,43735\n1606946400000,2020-12-02 22:00:00,BTC/USDT,19145.00000000,19235.00000000,19099.00000000,19111.13000000,1845.35460300,35402766.13893307,50137\n1606942800000,2020-12-02 21:00:00,BTC/USDT,19083.77000000,19168.91000000,19046.30000000,19145.01000000,1486.37157300,28394539.15745830,38002\n1606939200000,2020-12-02 20:00:00,BTC/USDT,19101.10000000,19150.00000000,19044.85000000,19083.40000000,2075.77846400,39653698.09533935,39734\n1606935600000,2020-12-02 19:00:00,BTC/USDT,19011.97000000,19139.06000000,18964.08000000,19101.10000000,2128.49847300,40566080.01771435,47884\n1606932000000,2020-12-02 18:00:00,BTC/USDT,18976.33000000,19068.00000000,18894.80000000,19011.99000000,2505.87259700,47678898.08209294,56302\n1606928400000,2020-12-02 17:00:00,BTC/USDT,18856.25000000,18999.00000000,18810.27000000,18976.33000000,2378.36303600,44974224.82939649,55120\n1606924800000,2020-12-02 16:00:00,BTC/USDT,18891.57000000,19015.70000000,18770.00000000,18856.25000000,3304.38303900,62422634.34854100,68373\n1606921200000,2020-12-02 15:00:00,BTC/USDT,18910.21000000,18989.00000000,18728.38000000,18891.57000000,3966.23942200,74812648.36020829,80044\n1606917600000,2020-12-02 14:00:00,BTC/USDT,19126.75000000,19175.00000000,18850.00000000,18910.21000000,4219.85660400,80206787.77920484,83878\n1606914000000,2020-12-02 13:00:00,BTC/USDT,18940.97000000,19250.70000000,18919.31000000,19124.51000000,3955.23988400,75686931.89059800,77269\n1606910400000,2020-12-02 12:00:00,BTC/USDT,19127.31000000,19129.13000000,18792.31000000,18940.98000000,4128.99782400,78086569.51139689,83936\n1606906800000,2020-12-02 11:00:00,BTC/USDT,19103.38000000,19199.00000000,19022.47000000,19127.31000000,2688.86401900,51411798.26088833,70264\n1606903200000,2020-12-02 10:00:00,BTC/USDT,19036.29000000,19196.63000000,18991.43000000,19103.39000000,3344.07393600,63905713.03185523,73415\n1606899600000,2020-12-02 09:00:00,BTC/USDT,19195.52000000,19319.67000000,18977.03000000,19035.99000000,3695.07897700,70830703.94675170,74346\n1606896000000,2020-12-02 08:00:00,BTC/USDT,19124.49000000,19342.00000000,19059.09000000,19195.19000000,4980.51787100,95644083.03067570,79747\n1606892400000,2020-12-02 07:00:00,BTC/USDT,18924.13000000,19135.00000000,18833.00000000,19124.48000000,4325.75023600,81901891.72064776,83904\n1606888800000,2020-12-02 06:00:00,BTC/USDT,18654.27000000,18939.97000000,18630.63000000,18926.66000000,4068.00177700,76442400.92907904,80793\n1606885200000,2020-12-02 05:00:00,BTC/USDT,18550.95000000,18660.00000000,18465.42000000,18654.41000000,2661.91571200,49412594.81090894,50730\n1606881600000,2020-12-02 04:00:00,BTC/USDT,18618.00000000,18700.00000000,18330.00000000,18550.96000000,4330.09472400,79995995.48203154,78312\n1606878000000,2020-12-02 03:00:00,BTC/USDT,18676.39000000,18788.32000000,18506.16000000,18618.25000000,3284.66614900,61179206.34463118,60636\n1606874400000,2020-12-02 02:00:00,BTC/USDT,18854.01000000,18863.73000000,18639.86000000,18676.40000000,1647.54545200,30890586.07332112,48710\n1606870800000,2020-12-02 01:00:00,BTC/USDT,18836.50000000,18972.12000000,18703.00000000,18854.01000000,2504.97901900,47169500.27016453,60342\n1606867200000,2020-12-02 00:00:00,BTC/USDT,18764.96000000,18877.92000000,18433.00000000,18836.51000000,4372.16231700,81612721.28933284,81022\n1606863600000,2020-12-01 23:00:00,BTC/USDT,18895.01000000,18943.26000000,18725.00000000,18764.96000000,2883.10159000,54213163.06816306,55514\n1606860000000,2020-12-01 22:00:00,BTC/USDT,19038.39000000,19156.72000000,18830.18000000,18895.00000000,1719.52279600,32680701.11332183,58467\n1606856400000,2020-12-01 21:00:00,BTC/USDT,19024.33000000,19211.00000000,18936.61000000,19038.39000000,2275.27857000,43443576.82689272,52497\n1606852800000,2020-12-01 20:00:00,BTC/USDT,19069.79000000,19150.00000000,18862.00000000,19024.32000000,2451.41962400,46548870.20844088,56019\n1606849200000,2020-12-01 19:00:00,BTC/USDT,18738.83000000,19135.19000000,18720.48000000,19069.79000000,2954.65137500,56010750.04291621,68368\n1606845600000,2020-12-01 18:00:00,BTC/USDT,19058.40000000,19074.64000000,18693.37000000,18738.82000000,3316.50591100,62575960.55636555,66089\n1606842000000,2020-12-01 17:00:00,BTC/USDT,19058.80000000,19086.95000000,18611.88000000,19058.40000000,6526.02898300,123114241.68393634,98525\n1606838400000,2020-12-01 16:00:00,BTC/USDT,19263.36000000,19325.83000000,18938.22000000,19058.80000000,5690.01703900,108612965.93002929,93277\n1606834800000,2020-12-01 15:00:00,BTC/USDT,19285.30000000,19489.30000000,19147.60000000,19263.37000000,6838.16271300,132143477.46159945,105756\n1606831200000,2020-12-01 14:00:00,BTC/USDT,18759.74000000,19364.82000000,18651.00000000,19285.31000000,7821.04718900,148998996.05020139,122582\n1606827600000,2020-12-01 13:00:00,BTC/USDT,18550.25000000,18844.15000000,18001.12000000,18759.73000000,14772.77763900,273340123.07018385,186620\n1606824000000,2020-12-01 12:00:00,BTC/USDT,19425.40000000,19482.01000000,18399.99000000,18551.35000000,17554.24707000,331338492.04643760,214216\n1606820400000,2020-12-01 11:00:00,BTC/USDT,19739.51000000,19888.00000000,18886.00000000,19425.00000000,14556.65715100,283662723.37185542,189171\n1606816800000,2020-12-01 10:00:00,BTC/USDT,19564.99000000,19800.00000000,19558.77000000,19739.51000000,7640.26076700,150582903.62734859,109266\n1606813200000,2020-12-01 09:00:00,BTC/USDT,19467.00000000,19570.00000000,19426.96000000,19565.00000000,2824.26869500,55063014.73673623,49666\n1606809600000,2020-12-01 08:00:00,BTC/USDT,19515.62000000,19567.00000000,19441.19000000,19466.99000000,3143.17296100,61341043.46623811,55597\n1606806000000,2020-12-01 07:00:00,BTC/USDT,19338.33000000,19546.81000000,19300.00000000,19515.63000000,3009.22518200,58493432.64001075,60058\n1606802400000,2020-12-01 06:00:00,BTC/USDT,19483.73000000,19517.94000000,19309.87000000,19338.34000000,3129.77632900,60740855.67468755,48503\n1606798800000,2020-12-01 05:00:00,BTC/USDT,19352.64000000,19502.54000000,19281.38000000,19483.73000000,2620.88379200,50845084.16324997,46027\n1606795200000,2020-12-01 04:00:00,BTC/USDT,19419.73000000,19527.02000000,19344.92000000,19354.31000000,3400.85794100,66114168.28625028,56705\n1606791600000,2020-12-01 03:00:00,BTC/USDT,19680.96000000,19682.77000000,19340.00000000,19419.74000000,2889.84860400,56474738.28684640,46370\n1606788000000,2020-12-01 02:00:00,BTC/USDT,19605.75000000,19704.93000000,19548.57000000,19680.95000000,2408.22997800,47287571.79669132,46470\n1606784400000,2020-12-01 01:00:00,BTC/USDT,19565.47000000,19639.99000000,19433.15000000,19605.75000000,2702.45923500,52841596.71273252,57117\n1606780800000,2020-12-01 00:00:00,BTC/USDT,19695.87000000,19720.00000000,19479.80000000,19565.47000000,4570.36151800,89601884.00766336,80922\n1606777200000,2020-11-30 23:00:00,BTC/USDT,19500.00000000,19747.05000000,19450.43000000,19695.87000000,5413.39864800,106198119.26033051,82098\n1606773600000,2020-11-30 22:00:00,BTC/USDT,19379.86000000,19500.00000000,19233.09000000,19499.99000000,2253.14788500,43639914.01998113,53837\n1606770000000,2020-11-30 21:00:00,BTC/USDT,19439.27000000,19520.00000000,19323.18000000,19381.25000000,2732.12400800,53126518.81748252,50985\n1606766400000,2020-11-30 20:00:00,BTC/USDT,19259.98000000,19494.35000000,19170.78000000,19439.48000000,3745.42207700,72606810.34306796,68293\n1606762800000,2020-11-30 19:00:00,BTC/USDT,19175.87000000,19315.00000000,19050.00000000,19259.98000000,3291.46620000,63281645.48512806,63576\n1606759200000,2020-11-30 18:00:00,BTC/USDT,19393.60000000,19467.23000000,19141.89000000,19175.78000000,4761.07583700,91704151.95421973,73158\n1606755600000,2020-11-30 17:00:00,BTC/USDT,19196.41000000,19470.00000000,19011.10000000,19393.60000000,6736.14526100,129727112.26482895,96156\n1606752000000,2020-11-30 16:00:00,BTC/USDT,19291.88000000,19579.00000000,19127.48000000,19196.40000000,7387.10582400,143348755.91693022,124396\n1606748400000,2020-11-30 15:00:00,BTC/USDT,19480.73000000,19863.16000000,19152.25000000,19291.88000000,16227.99653500,317695224.52500200,203156\n1606744800000,2020-11-30 14:00:00,BTC/USDT,19151.49000000,19782.10000000,19135.00000000,19480.80000000,15792.38031000,307214715.04574494,187250\n1606741200000,2020-11-30 13:00:00,BTC/USDT,18837.16000000,19210.00000000,18788.11000000,19151.49000000,9286.98736600,176378855.88769829,121369\n1606737600000,2020-11-30 12:00:00,BTC/USDT,18600.94000000,18840.00000000,18600.94000000,18837.16000000,4675.20875400,87625034.60270693,64500\n1606734000000,2020-11-30 11:00:00,BTC/USDT,18503.11000000,18655.00000000,18503.11000000,18600.95000000,3413.48268800,63562162.75846537,50305\n1606730400000,2020-11-30 10:00:00,BTC/USDT,18478.54000000,18589.00000000,18446.50000000,18503.06000000,2240.91788300,41516090.56722040,40452\n1606726800000,2020-11-30 09:00:00,BTC/USDT,18462.70000000,18510.00000000,18326.03000000,18478.54000000,3054.08560600,56248649.23190862,62166\n1606723200000,2020-11-30 08:00:00,BTC/USDT,18623.05000000,18625.00000000,18375.55000000,18462.31000000,4220.60940300,77972731.24946443,67233\n1606719600000,2020-11-30 07:00:00,BTC/USDT,18520.27000000,18677.00000000,18512.90000000,18623.00000000,3499.55549900,65178082.92646582,52020\n1606712400000,2020-11-30 05:00:00,BTC/USDT,18523.79000000,18627.29000000,18477.62000000,18520.47000000,1835.53540700,34068066.56167236,35314\n1606708800000,2020-11-30 04:00:00,BTC/USDT,18579.67000000,18619.79000000,18450.00000000,18523.79000000,2119.71817300,39247661.09306119,37505\n1606705200000,2020-11-30 03:00:00,BTC/USDT,18506.87000000,18593.81000000,18431.26000000,18579.50000000,2283.37140400,42288794.16279001,42078\n1606701600000,2020-11-30 02:00:00,BTC/USDT,18482.10000000,18550.00000000,18435.81000000,18506.87000000,2470.42779900,45664903.49372367,32913\n1606698000000,2020-11-30 01:00:00,BTC/USDT,18430.33000000,18548.32000000,18347.81000000,18481.97000000,3561.59241700,65690857.94589032,62323\n1606694400000,2020-11-30 00:00:00,BTC/USDT,18185.00000000,18477.00000000,18184.99000000,18430.33000000,4461.71190400,81944261.39155276,73066\n1606690800000,2020-11-29 23:00:00,BTC/USDT,18133.22000000,18230.00000000,18088.00000000,18184.99000000,1687.70425000,30672391.23924202,41518\n1606687200000,2020-11-29 22:00:00,BTC/USDT,18254.24000000,18264.99000000,18060.83000000,18133.21000000,2136.94469800,38775028.11111238,67857\n1606683600000,2020-11-29 21:00:00,BTC/USDT,18207.39000000,18360.05000000,18202.36000000,18255.00000000,3253.80510500,59500779.39283669,63971\n1606680000000,2020-11-29 20:00:00,BTC/USDT,18042.85000000,18228.00000000,18027.82000000,18207.40000000,2554.56347000,46379544.50987765,42215\n1606676400000,2020-11-29 19:00:00,BTC/USDT,18118.27000000,18125.17000000,18008.12000000,18042.86000000,1293.54575400,23367580.87499710,34202\n1606672800000,2020-11-29 18:00:00,BTC/USDT,18094.31000000,18128.94000000,18040.00000000,18118.27000000,1310.44397900,23685970.40941645,33822\n1606669200000,2020-11-29 17:00:00,BTC/USDT,18089.79000000,18145.14000000,18045.31000000,18094.31000000,1930.81142800,34952920.49608570,42287\n1606665600000,2020-11-29 16:00:00,BTC/USDT,18119.97000000,18147.00000000,17926.00000000,18089.78000000,2833.66810200,51070079.87906341,64783\n1606662000000,2020-11-29 15:00:00,BTC/USDT,18039.82000000,18140.00000000,17966.16000000,18119.97000000,2052.87758500,37105783.22017291,46192\n1606658400000,2020-11-29 14:00:00,BTC/USDT,18097.46000000,18194.13000000,18030.00000000,18039.82000000,2431.45632500,44037886.92552382,51913\n1606654800000,2020-11-29 13:00:00,BTC/USDT,18030.08000000,18148.97000000,17919.00000000,18097.46000000,2430.79196100,43898978.21394214,44041\n1606651200000,2020-11-29 12:00:00,BTC/USDT,18089.75000000,18132.32000000,17882.82000000,18030.08000000,2938.19158000,52902223.12357814,59571\n1606647600000,2020-11-29 11:00:00,BTC/USDT,18192.83000000,18250.00000000,18000.00000000,18090.44000000,3536.06544800,64083773.00173915,61089\n1606644000000,2020-11-29 10:00:00,BTC/USDT,18104.35000000,18227.30000000,18036.04000000,18192.82000000,3715.25868000,67428351.46783665,55534\n1606640400000,2020-11-29 09:00:00,BTC/USDT,18144.98000000,18209.65000000,18049.92000000,18104.35000000,3332.48121600,60423112.01901895,58620\n1606636800000,2020-11-29 08:00:00,BTC/USDT,17817.34000000,18154.44000000,17803.78000000,18144.99000000,4846.14602600,87410936.62606818,80234\n1606633200000,2020-11-29 07:00:00,BTC/USDT,17729.27000000,17849.21000000,17666.00000000,17817.34000000,1937.99308900,34432193.70422020,41876\n1606629600000,2020-11-29 06:00:00,BTC/USDT,17790.31000000,17792.62000000,17707.31000000,17729.27000000,1179.75644200,20931391.88221153,28500\n1606626000000,2020-11-29 05:00:00,BTC/USDT,17763.00000000,17837.53000000,17751.00000000,17790.31000000,1006.51621800,17914762.28942701,27884\n1606622400000,2020-11-29 04:00:00,BTC/USDT,17867.48000000,17867.49000000,17758.66000000,17763.00000000,1324.77180700,23588393.68282973,30739\n1606618800000,2020-11-29 03:00:00,BTC/USDT,17742.25000000,17886.21000000,17724.19000000,17867.48000000,1891.22161700,33649628.76788277,37781\n1606615200000,2020-11-29 02:00:00,BTC/USDT,17587.53000000,17793.00000000,17545.28000000,17742.25000000,1601.80020100,28303720.39342215,35377\n1606611600000,2020-11-29 01:00:00,BTC/USDT,17649.24000000,17663.11000000,17520.00000000,17587.53000000,1442.26754900,25377382.49322006,38487\n1606608000000,2020-11-29 00:00:00,BTC/USDT,17719.84000000,17760.00000000,17517.00000000,17649.23000000,2659.93377300,46850986.14119687,52796\n1606604400000,2020-11-28 23:00:00,BTC/USDT,17760.03000000,17807.10000000,17661.21000000,17719.85000000,1869.46273700,33160850.55902866,41228\n1606600800000,2020-11-28 22:00:00,BTC/USDT,17741.05000000,17843.00000000,17612.33000000,17760.03000000,2697.87402900,47924683.97305394,62787\n1606597200000,2020-11-28 21:00:00,BTC/USDT,17673.21000000,17751.99000000,17660.30000000,17741.05000000,1493.25252200,26452771.27052839,35663\n1606593600000,2020-11-28 20:00:00,BTC/USDT,17814.50000000,17880.49000000,17671.14000000,17673.21000000,3336.93089200,59396545.20320496,55444\n1606590000000,2020-11-28 19:00:00,BTC/USDT,17730.00000000,17840.00000000,17670.75000000,17814.50000000,2843.66955500,50494568.67691225,49406\n1606586400000,2020-11-28 18:00:00,BTC/USDT,17745.73000000,17765.23000000,17640.38000000,17729.99000000,3355.36336500,59436068.97657424,49832\n1606582800000,2020-11-28 17:00:00,BTC/USDT,17707.26000000,17748.99000000,17580.64000000,17745.74000000,3612.39675300,63872288.84620567,64583\n1606579200000,2020-11-28 16:00:00,BTC/USDT,17517.04000000,17772.09000000,17516.52000000,17707.26000000,7586.11041800,134027902.98582211,113500\n1606575600000,2020-11-28 15:00:00,BTC/USDT,17336.07000000,17530.46000000,17336.06000000,17517.04000000,4554.76150500,79264111.21451898,80655\n1606572000000,2020-11-28 14:00:00,BTC/USDT,17356.03000000,17390.00000000,17264.59000000,17336.07000000,3782.34943800,65582604.51307446,65387\n1606568400000,2020-11-28 13:00:00,BTC/USDT,17134.42000000,17358.00000000,17074.39000000,17356.02000000,3547.88444000,61206314.12637615,64527\n1606564800000,2020-11-28 12:00:00,BTC/USDT,17160.29000000,17227.08000000,17070.00000000,17134.42000000,2652.53890800,45480481.43286144,46636\n1606561200000,2020-11-28 11:00:00,BTC/USDT,17195.73000000,17200.00000000,17106.02000000,17160.29000000,2054.32390100,35253479.58715714,38689\n1606557600000,2020-11-28 10:00:00,BTC/USDT,16916.42000000,17257.97000000,16880.50000000,17195.73000000,3981.80107700,68170152.70733766,61751\n1606554000000,2020-11-28 09:00:00,BTC/USDT,16875.01000000,16962.74000000,16874.99000000,16916.42000000,1327.50858000,22467331.79295585,30676\n1606550400000,2020-11-28 08:00:00,BTC/USDT,17014.72000000,17046.41000000,16865.56000000,16875.01000000,1994.86419800,33787561.76040276,40906\n1606546800000,2020-11-28 07:00:00,BTC/USDT,17019.31000000,17067.14000000,16992.00000000,17014.72000000,1563.34588100,26631846.45139548,30799\n1606543200000,2020-11-28 06:00:00,BTC/USDT,16978.00000000,17036.89000000,16962.99000000,17019.32000000,1424.45316100,24206677.52991829,29878\n1606539600000,2020-11-28 05:00:00,BTC/USDT,16961.37000000,16978.00000000,16872.00000000,16977.99000000,1373.95417800,23252375.37925604,28982\n1606536000000,2020-11-28 04:00:00,BTC/USDT,16990.27000000,17026.60000000,16891.90000000,16961.38000000,1516.97955900,25721134.62338771,35817\n1606532400000,2020-11-28 03:00:00,BTC/USDT,16984.52000000,17012.09000000,16923.50000000,16990.27000000,2031.83120200,34467315.81819859,39718\n1606528800000,2020-11-28 02:00:00,BTC/USDT,17129.65000000,17131.23000000,16979.61000000,16983.94000000,1648.32037900,28092447.92452285,42061\n1606525200000,2020-11-28 01:00:00,BTC/USDT,17150.00000000,17190.00000000,17046.46000000,17129.66000000,2239.80818100,38354747.08047155,49682\n1606521600000,2020-11-28 00:00:00,BTC/USDT,17139.53000000,17178.45000000,16974.30000000,17150.00000000,2420.91511100,41357342.67405990,50778\n1606518000000,2020-11-27 23:00:00,BTC/USDT,16956.59000000,17235.70000000,16956.59000000,17139.52000000,2904.91244000,49648855.89230045,52946\n1606514400000,2020-11-27 22:00:00,BTC/USDT,16994.91000000,17047.84000000,16910.36000000,16956.45000000,1454.79033600,24709107.59035379,50300\n1606510800000,2020-11-27 21:00:00,BTC/USDT,17068.01000000,17087.46000000,16634.34000000,16994.92000000,3481.63699300,59070079.16578239,58994\n1606507200000,2020-11-27 20:00:00,BTC/USDT,16803.14000000,17200.00000000,16750.00000000,17069.73000000,4793.95756600,81582200.52203768,81377\n1606503600000,2020-11-27 19:00:00,BTC/USDT,16781.22000000,16846.91000000,16730.00000000,16803.14000000,1754.45851600,29447505.10034436,39221\n1606500000000,2020-11-27 18:00:00,BTC/USDT,16727.89000000,16866.66000000,16686.71000000,16781.22000000,2375.22439200,39895360.84218938,46569\n1606496400000,2020-11-27 17:00:00,BTC/USDT,16810.08000000,16810.08000000,16660.33000000,16727.51000000,2533.67119100,42427654.44766893,52407\n1606492800000,2020-11-27 16:00:00,BTC/USDT,16501.10000000,16834.28000000,16465.48000000,16810.09000000,4546.94011200,75811580.96143081,82504\n1606489200000,2020-11-27 15:00:00,BTC/USDT,16768.51000000,16788.13000000,16438.08000000,16498.85000000,6801.87428400,113150233.09289623,94375\n1606485600000,2020-11-27 14:00:00,BTC/USDT,16944.79000000,16960.63000000,16724.82000000,16768.39000000,3504.62104500,59048293.40480856,64793\n1606482000000,2020-11-27 13:00:00,BTC/USDT,17066.94000000,17083.35000000,16910.00000000,16944.79000000,2848.30462900,48430291.44284992,56404\n1606478400000,2020-11-27 12:00:00,BTC/USDT,16789.46000000,17074.08000000,16772.52000000,17066.95000000,3806.79004300,64524782.91597313,62485\n1606474800000,2020-11-27 11:00:00,BTC/USDT,16920.55000000,16940.87000000,16758.00000000,16789.37000000,2862.00014800,48180163.44161932,57405\n1606471200000,2020-11-27 10:00:00,BTC/USDT,16656.54000000,16942.17000000,16654.26000000,16920.69000000,4084.19701900,68610725.34903623,72381\n1606467600000,2020-11-27 09:00:00,BTC/USDT,16850.86000000,17200.00000000,16620.00000000,16656.53000000,6652.16710200,112162219.01905506,107768\n1606464000000,2020-11-27 08:00:00,BTC/USDT,17095.47000000,17118.15000000,16713.46000000,16850.85000000,5678.35250600,95796924.19657012,95963\n1606460400000,2020-11-27 07:00:00,BTC/USDT,17282.03000000,17296.75000000,17037.57000000,17094.18000000,2967.29896900,50856864.62067209,55017\n1606456800000,2020-11-27 06:00:00,BTC/USDT,17258.50000000,17311.00000000,17172.53000000,17282.03000000,2278.94494300,39295975.74554359,51478\n1606453200000,2020-11-27 05:00:00,BTC/USDT,17071.42000000,17340.49000000,17069.27000000,17258.50000000,2564.73527400,44218007.03664124,61654\n1606449600000,2020-11-27 04:00:00,BTC/USDT,17078.11000000,17186.87000000,17050.00000000,17073.39000000,2532.92050200,43351613.29798984,58445\n1606446000000,2020-11-27 03:00:00,BTC/USDT,17092.50000000,17269.46000000,17022.18000000,17078.11000000,3126.20587300,53685659.83534390,59684\n1606442400000,2020-11-27 02:00:00,BTC/USDT,17306.48000000,17320.00000000,17068.00000000,17092.50000000,3644.42739200,62652119.30679699,64532\n1606438800000,2020-11-27 01:00:00,BTC/USDT,17395.34000000,17457.62000000,17266.08000000,17306.48000000,4026.38596500,69968357.68174060,73303\n1606435200000,2020-11-27 00:00:00,BTC/USDT,17149.47000000,17400.00000000,17012.56000000,17393.73000000,4072.20754700,70145776.52544339,72294\n1606431600000,2020-11-26 23:00:00,BTC/USDT,17167.49000000,17177.91000000,16807.69000000,17149.47000000,2491.15748600,42483588.34612535,54847\n1606428000000,2020-11-26 22:00:00,BTC/USDT,17031.17000000,17229.94000000,16968.11000000,17167.99000000,2396.21421000,40979614.36238680,65503\n1606424400000,2020-11-26 21:00:00,BTC/USDT,17136.33000000,17294.88000000,17005.00000000,17031.18000000,5804.86758600,99623996.49200791,93065\n1606420800000,2020-11-26 20:00:00,BTC/USDT,16516.86000000,17152.01000000,16513.35000000,17136.33000000,7110.67075900,120074012.18664390,113409\n1606417200000,2020-11-26 19:00:00,BTC/USDT,16532.35000000,16627.65000000,16300.00000000,16516.87000000,6459.83489100,106312760.79786177,96902\n1606413600000,2020-11-26 18:00:00,BTC/USDT,16690.11000000,16823.00000000,16500.00000000,16531.73000000,4809.33957800,80228037.16230389,76410\n1606410000000,2020-11-26 17:00:00,BTC/USDT,16669.90000000,16794.92000000,16188.00000000,16693.76000000,12743.41651100,209969836.09814550,156476\n1606406400000,2020-11-26 16:00:00,BTC/USDT,16906.23000000,17036.65000000,16585.41000000,16674.52000000,7071.37102700,118994844.58628949,111238\n1606402800000,2020-11-26 15:00:00,BTC/USDT,16732.23000000,17250.00000000,16720.00000000,16905.18000000,6812.67708900,116146690.76471662,112530\n1606399200000,2020-11-26 14:00:00,BTC/USDT,17054.02000000,17120.00000000,16732.24000000,16732.33000000,9420.65805700,159100468.70414321,132603\n1606395600000,2020-11-26 13:00:00,BTC/USDT,17369.17000000,17395.47000000,17045.08000000,17054.57000000,4976.67351200,85845789.16361973,84901\n1606392000000,2020-11-26 12:00:00,BTC/USDT,17100.00000000,17384.95000000,16963.79000000,17369.17000000,6235.36619100,107529727.68163147,105438\n1606388400000,2020-11-26 11:00:00,BTC/USDT,17285.00000000,17420.93000000,16930.30000000,17100.00000000,8207.28851100,141392799.24533121,121689\n1606384800000,2020-11-26 10:00:00,BTC/USDT,17060.81000000,17321.84000000,17058.33000000,17285.00000000,8065.90697100,138698645.52837011,118965\n1606381200000,2020-11-26 09:00:00,BTC/USDT,16878.80000000,17129.61000000,16652.18000000,17060.77000000,10276.57520600,173775659.89293452,139556\n1606377600000,2020-11-26 08:00:00,BTC/USDT,17610.92000000,17620.19000000,16334.00000000,16878.80000000,20495.74479000,347621838.41499607,240683\n1606374000000,2020-11-26 07:00:00,BTC/USDT,17954.10000000,17954.10000000,17435.00000000,17619.90000000,7124.12890400,126033343.55870552,129184\n1606370400000,2020-11-26 06:00:00,BTC/USDT,17930.86000000,18015.79000000,17825.63000000,17954.09000000,3869.49783300,69387724.98449473,80980\n1606366800000,2020-11-26 05:00:00,BTC/USDT,17772.03000000,17954.56000000,17697.76000000,17930.86000000,5076.27605200,90511186.12080438,91680\n1606363200000,2020-11-26 04:00:00,BTC/USDT,17927.98000000,18100.00000000,17566.54000000,17772.02000000,9629.02765800,171841444.47761463,159055\n1606359600000,2020-11-26 03:00:00,BTC/USDT,18400.97000000,18400.97000000,17200.00000000,17927.98000000,18992.02049200,339332601.93662398,237194\n1606356000000,2020-11-26 02:00:00,BTC/USDT,18799.32000000,18804.28000000,18355.85000000,18400.98000000,6742.35842800,124990699.38875561,111236\n1606352400000,2020-11-26 01:00:00,BTC/USDT,18862.55000000,18886.59000000,18749.33000000,18799.32000000,2246.24453500,42257887.05424120,54422\n1606348800000,2020-11-26 00:00:00,BTC/USDT,18718.83000000,18915.03000000,18613.92000000,18862.54000000,3947.93041600,74180946.15582731,82517\n1606345200000,2020-11-25 23:00:00,BTC/USDT,18758.71000000,18854.59000000,18500.27000000,18719.11000000,6068.02275000,113352118.27464989,116630\n1606341600000,2020-11-25 22:00:00,BTC/USDT,18880.27000000,18927.85000000,18695.00000000,18758.71000000,3637.37498600,68313551.77471783,101631\n1606338000000,2020-11-25 21:00:00,BTC/USDT,18902.38000000,19042.42000000,18800.47000000,18880.27000000,3371.60464900,63859255.63852216,70730\n1606334400000,2020-11-25 20:00:00,BTC/USDT,18981.29000000,19096.63000000,18731.00000000,18902.39000000,5306.78826700,100166685.11258753,97964\n1606330800000,2020-11-25 19:00:00,BTC/USDT,19056.68000000,19125.00000000,18896.28000000,18981.29000000,2787.53146900,52983936.16313788,63363\n1606327200000,2020-11-25 18:00:00,BTC/USDT,19061.31000000,19125.53000000,19032.36000000,19056.67000000,2685.78376400,51249520.70377561,51679\n1606323600000,2020-11-25 17:00:00,BTC/USDT,18988.65000000,19070.44000000,18811.00000000,19061.31000000,4276.60274100,81054930.27773966,73395\n1606320000000,2020-11-25 16:00:00,BTC/USDT,19126.84000000,19196.33000000,18856.00000000,18988.62000000,6463.48902600,123005659.85363399,106949\n1606316400000,2020-11-25 15:00:00,BTC/USDT,19269.25000000,19327.80000000,19115.79000000,19126.84000000,4413.79032700,84871683.86346367,79532\n1606312800000,2020-11-25 14:00:00,BTC/USDT,19197.25000000,19314.17000000,19114.46000000,19268.99000000,4166.86435500,80014324.38539326,76043\n1606309200000,2020-11-25 13:00:00,BTC/USDT,19291.60000000,19484.21000000,19100.00000000,19198.55000000,6709.29080100,129500619.27295897,106327\n1606305600000,2020-11-25 12:00:00,BTC/USDT,19281.55000000,19315.00000000,19152.33000000,19291.59000000,3616.42369800,69573250.71162238,73627\n1606302000000,2020-11-25 11:00:00,BTC/USDT,19287.88000000,19345.99000000,19254.00000000,19281.55000000,3365.50591300,64951768.21764395,68970\n1606298400000,2020-11-25 10:00:00,BTC/USDT,19169.79000000,19338.97000000,19157.09000000,19287.88000000,4231.16594700,81509289.18360995,73886\n1606294800000,2020-11-25 09:00:00,BTC/USDT,19115.18000000,19173.38000000,19055.69000000,19169.79000000,2790.62279300,53337272.75711253,56273\n1606291200000,2020-11-25 08:00:00,BTC/USDT,18975.12000000,19218.00000000,18970.01000000,19115.18000000,3930.52421800,75192045.81300255,65867\n1606287600000,2020-11-25 07:00:00,BTC/USDT,18895.00000000,19050.73000000,18833.49000000,18975.13000000,2892.80204200,54882001.31140709,54525\n1606284000000,2020-11-25 06:00:00,BTC/USDT,18879.50000000,18936.42000000,18847.09000000,18895.00000000,2561.57281800,48389556.43928188,52490\n1606280400000,2020-11-25 05:00:00,BTC/USDT,18685.82000000,18887.61000000,18625.00000000,18879.49000000,3511.59473200,65941907.15845909,61483\n1606276800000,2020-11-25 04:00:00,BTC/USDT,18808.04000000,18921.45000000,18670.00000000,18685.82000000,4245.38899400,79867174.67549952,77395\n1606273200000,2020-11-25 03:00:00,BTC/USDT,18975.81000000,19049.99000000,18734.22000000,18808.03000000,3923.89541400,74177944.13612140,77332\n1606269600000,2020-11-25 02:00:00,BTC/USDT,19099.63000000,19099.63000000,18900.00000000,18975.81000000,3381.45349300,64254627.02475431,67957\n1606266000000,2020-11-25 01:00:00,BTC/USDT,19161.74000000,19218.12000000,19065.29000000,19099.63000000,2381.86013000,45593463.06519785,52665\n1606262400000,2020-11-25 00:00:00,BTC/USDT,19160.00000000,19218.00000000,19090.19000000,19161.74000000,2546.62356000,48828210.47393982,58695\n1606258800000,2020-11-24 23:00:00,BTC/USDT,19123.23000000,19190.00000000,19082.53000000,19160.01000000,2583.58056300,49440686.86752832,53849\n1606255200000,2020-11-24 22:00:00,BTC/USDT,18939.30000000,19130.00000000,18857.00000000,19123.23000000,1921.09903600,36551150.97944145,71511\n1606251600000,2020-11-24 21:00:00,BTC/USDT,19057.69000000,19122.27000000,18842.31000000,18939.30000000,4034.76875400,76594800.01146727,79274\n1606248000000,2020-11-24 20:00:00,BTC/USDT,19160.01000000,19248.28000000,18925.51000000,19057.68000000,4865.16478300,92843160.06471350,92229\n1606244400000,2020-11-24 19:00:00,BTC/USDT,19254.42000000,19277.63000000,19160.00000000,19160.01000000,2255.86804600,43404115.90239763,52259\n1606240800000,2020-11-24 18:00:00,BTC/USDT,19200.91000000,19262.97000000,19150.00000000,19254.42000000,2986.20041500,57365488.31257768,60663\n1606237200000,2020-11-24 17:00:00,BTC/USDT,19296.14000000,19339.70000000,19138.49000000,19204.64000000,3502.42500200,67431236.26948610,73373\n1606233600000,2020-11-24 16:00:00,BTC/USDT,19358.56000000,19410.00000000,19074.40000000,19296.13000000,6567.11285500,126651587.79822455,119990\n1606230000000,2020-11-24 15:00:00,BTC/USDT,19384.43000000,19418.97000000,19220.00000000,19358.57000000,5551.38849200,107352060.93941532,87156\n1606226400000,2020-11-24 14:00:00,BTC/USDT,19167.81000000,19389.00000000,19095.00000000,19384.43000000,5022.50903600,96718507.74183623,91875\n1606222800000,2020-11-24 13:00:00,BTC/USDT,19176.05000000,19300.00000000,19092.00000000,19167.81000000,7269.05069600,139773137.72358722,119072\n1606219200000,2020-11-24 12:00:00,BTC/USDT,19064.99000000,19247.86000000,18979.99000000,19176.06000000,8267.52594000,158215914.59078368,134458\n1606215600000,2020-11-24 11:00:00,BTC/USDT,18886.99000000,19080.19000000,18810.00000000,19064.99000000,4335.56778300,82152081.89749465,92309\n1606212000000,2020-11-24 10:00:00,BTC/USDT,18983.16000000,19100.00000000,18683.64000000,18887.00000000,8744.47793400,165336683.57234790,146682\n1606208400000,2020-11-24 09:00:00,BTC/USDT,18613.80000000,19065.00000000,18552.20000000,18983.15000000,12920.75323700,243481393.76678015,185866\n1606204800000,2020-11-24 08:00:00,BTC/USDT,18369.35000000,18615.84000000,18369.35000000,18613.80000000,4419.93030800,81812384.77934830,92439\n1606201200000,2020-11-24 07:00:00,BTC/USDT,18394.31000000,18450.00000000,18360.00000000,18369.36000000,3381.99992800,62236733.68761414,78751\n1606197600000,2020-11-24 06:00:00,BTC/USDT,18322.38000000,18394.28000000,18018.00000000,18394.28000000,5807.60306900,106017684.71479534,128433\n1606194000000,2020-11-24 05:00:00,BTC/USDT,18441.19000000,18441.96000000,18290.00000000,18322.38000000,3372.83377500,61950258.16873918,82609\n1606190400000,2020-11-24 04:00:00,BTC/USDT,18338.23000000,18448.00000000,18276.73000000,18441.19000000,3461.35300100,63577339.55664232,72391\n1606186800000,2020-11-24 03:00:00,BTC/USDT,18337.04000000,18404.45000000,18303.00000000,18338.52000000,2332.13385500,42818485.69563627,52393\n1606183200000,2020-11-24 02:00:00,BTC/USDT,18465.97000000,18483.65000000,18337.04000000,18337.04000000,2922.15191500,53785234.42399040,64148\n1606179600000,2020-11-24 01:00:00,BTC/USDT,18367.54000000,18530.00000000,18334.71000000,18465.98000000,4006.28761300,73987161.98772550,78992\n1606176000000,2020-11-24 00:00:00,BTC/USDT,18368.01000000,18382.06000000,18207.98000000,18367.54000000,3049.72320500,55804161.00536818,69140\n1606172400000,2020-11-23 23:00:00,BTC/USDT,18415.71000000,18436.22000000,18262.00000000,18368.00000000,2846.90880300,52227715.70501353,75942\n1606168800000,2020-11-23 22:00:00,BTC/USDT,18410.29000000,18472.27000000,18350.00000000,18415.70000000,1883.70994700,34681179.63835348,68761\n1606165200000,2020-11-23 21:00:00,BTC/USDT,18373.00000000,18457.04000000,18326.08000000,18410.29000000,2872.44722900,52845292.25815554,64506\n1606161600000,2020-11-23 20:00:00,BTC/USDT,18444.45000000,18485.01000000,18345.52000000,18373.00000000,2094.07200400,38544581.99366566,50873\n1606158000000,2020-11-23 19:00:00,BTC/USDT,18346.23000000,18459.99000000,18300.10000000,18444.44000000,2296.23215900,42203837.01281946,53665\n1606154400000,2020-11-23 18:00:00,BTC/USDT,18352.93000000,18418.62000000,18283.43000000,18346.23000000,2307.17565900,42331573.25702155,50905\n1606150800000,2020-11-23 17:00:00,BTC/USDT,18376.61000000,18461.91000000,18323.06000000,18352.93000000,2961.66192800,54443006.70162753,62216\n1606147200000,2020-11-23 16:00:00,BTC/USDT,18261.86000000,18410.55000000,18134.11000000,18376.42000000,4920.69113400,89972362.43023005,97616\n1606143600000,2020-11-23 15:00:00,BTC/USDT,18530.32000000,18557.04000000,18222.22000000,18261.86000000,6433.30982700,118186715.39524217,110672\n1606140000000,2020-11-23 14:00:00,BTC/USDT,18594.27000000,18700.00000000,18502.01000000,18530.07000000,4756.82355400,88481268.66264780,93831\n1606136400000,2020-11-23 13:00:00,BTC/USDT,18619.88000000,18662.15000000,18331.50000000,18594.27000000,7020.73309300,129724042.61576464,95359\n1606132800000,2020-11-23 12:00:00,BTC/USDT,18567.70000000,18645.00000000,18480.07000000,18619.88000000,3346.11722400,62126748.05015691,63940\n1606129200000,2020-11-23 11:00:00,BTC/USDT,18747.03000000,18747.89000000,18560.00000000,18567.70000000,3580.10218700,66733387.25171788,70197\n1606125600000,2020-11-23 10:00:00,BTC/USDT,18637.80000000,18766.00000000,18636.41000000,18747.04000000,3953.70076200,73949829.32750978,76569\n1606122000000,2020-11-23 09:00:00,BTC/USDT,18575.01000000,18657.88000000,18534.12000000,18637.79000000,3068.09191700,57072099.39039431,58401\n1606118400000,2020-11-23 08:00:00,BTC/USDT,18458.12000000,18660.00000000,18453.55000000,18575.01000000,3674.18164100,68313958.65326358,68984\n1606114800000,2020-11-23 07:00:00,BTC/USDT,18519.99000000,18556.83000000,18428.39000000,18458.13000000,2479.15684700,45828894.58419206,50975\n1606111200000,2020-11-23 06:00:00,BTC/USDT,18438.26000000,18520.00000000,18308.00000000,18520.00000000,3063.31651900,56354619.47259563,52943\n1606107600000,2020-11-23 05:00:00,BTC/USDT,18461.19000000,18509.98000000,18381.14000000,18438.26000000,2315.74416800,42749697.13937960,46802\n1606104000000,2020-11-23 04:00:00,BTC/USDT,18367.49000000,18515.45000000,18337.04000000,18461.19000000,2543.77378500,46916950.77168609,50727\n1606100400000,2020-11-23 03:00:00,BTC/USDT,18210.49000000,18436.70000000,18180.14000000,18369.00000000,2749.24658100,50410233.27844853,54145\n1606096800000,2020-11-23 02:00:00,BTC/USDT,18211.56000000,18349.05000000,18188.26000000,18210.50000000,2722.72240900,49732722.77923737,49826\n1606093200000,2020-11-23 01:00:00,BTC/USDT,18136.31000000,18273.08000000,18000.00000000,18209.51000000,4681.48116500,84908122.41769941,77543\n1606089600000,2020-11-23 00:00:00,BTC/USDT,18413.88000000,18523.09000000,18100.05000000,18136.30000000,4390.10555100,80325480.88262096,83981\n1606086000000,2020-11-22 23:00:00,BTC/USDT,18613.41000000,18623.37000000,18367.82000000,18414.43000000,4034.86920200,74528078.39855852,66753\n1606082400000,2020-11-22 22:00:00,BTC/USDT,18567.05000000,18649.00000000,18517.50000000,18613.41000000,1505.65348700,28008957.21371000,50631\n1606078800000,2020-11-22 21:00:00,BTC/USDT,18548.95000000,18614.34000000,18490.00000000,18567.04000000,1563.08026500,29035450.50438254,40044\n1606075200000,2020-11-22 20:00:00,BTC/USDT,18573.59000000,18683.77000000,18506.00000000,18550.21000000,3206.15154100,59625725.32386334,72224\n1606071600000,2020-11-22 19:00:00,BTC/USDT,18504.89000000,18593.06000000,18487.52000000,18573.58000000,2107.34606900,39078721.21159252,54205\n1606068000000,2020-11-22 18:00:00,BTC/USDT,18480.00000000,18630.03000000,18468.17000000,18504.89000000,3087.05176400,57280013.37845470,55608\n1606064400000,2020-11-22 17:00:00,BTC/USDT,18554.93000000,18580.00000000,18444.40000000,18480.00000000,2847.52812500,52699019.75810867,46687\n1606060800000,2020-11-22 16:00:00,BTC/USDT,18295.41000000,18589.96000000,18258.11000000,18554.93000000,4155.17041600,76627794.39203574,68561\n1606057200000,2020-11-22 15:00:00,BTC/USDT,18179.07000000,18333.52000000,18178.53000000,18295.40000000,2220.81287500,40577333.31836239,47267\n1606053600000,2020-11-22 14:00:00,BTC/USDT,18196.36000000,18296.04000000,18142.21000000,18179.07000000,2890.91744400,52671694.20845110,53937\n1606050000000,2020-11-22 13:00:00,BTC/USDT,18107.25000000,18240.00000000,18049.26000000,18196.37000000,3634.63097300,66023218.34522694,67842\n1606046400000,2020-11-22 12:00:00,BTC/USDT,17891.76000000,18158.55000000,17820.00000000,18107.25000000,5916.45639100,106695343.18781003,95313\n1606042800000,2020-11-22 11:00:00,BTC/USDT,18172.44000000,18218.81000000,17610.86000000,17887.82000000,9274.53096000,165911150.18051982,130750\n1606039200000,2020-11-22 10:00:00,BTC/USDT,18379.06000000,18379.06000000,18051.00000000,18172.45000000,3764.87366900,68502012.35455606,66633\n1606035600000,2020-11-22 09:00:00,BTC/USDT,18211.66000000,18419.71000000,18121.00000000,18379.07000000,4004.58523500,73291187.11284343,75543\n1606032000000,2020-11-22 08:00:00,BTC/USDT,18498.31000000,18503.14000000,18185.86000000,18211.65000000,4029.65147700,73900600.50218578,77480\n1606028400000,2020-11-22 07:00:00,BTC/USDT,18481.99000000,18511.55000000,18255.93000000,18498.31000000,3648.26248800,67127663.23033975,67583\n1606024800000,2020-11-22 06:00:00,BTC/USDT,18517.31000000,18588.86000000,18400.30000000,18481.99000000,2206.75293300,40777060.23651072,48637\n1606021200000,2020-11-22 05:00:00,BTC/USDT,18602.45000000,18605.96000000,18478.01000000,18517.31000000,1559.84019500,28900830.78638501,33900\n1606017600000,2020-11-22 04:00:00,BTC/USDT,18559.91000000,18611.00000000,18430.68000000,18602.46000000,1570.51797500,29096709.50523353,38649\n1606014000000,2020-11-22 03:00:00,BTC/USDT,18583.91000000,18593.48000000,18492.39000000,18559.91000000,1911.45564500,35444170.82444279,39207\n1606010400000,2020-11-22 02:00:00,BTC/USDT,18470.39000000,18602.99000000,18430.83000000,18583.91000000,2389.61582900,44264815.01808885,54725\n1606006800000,2020-11-22 01:00:00,BTC/USDT,18547.84000000,18612.04000000,18350.00000000,18470.40000000,6262.82206700,115728023.57554851,96234\n1606003200000,2020-11-22 00:00:00,BTC/USDT,18703.80000000,18750.00000000,18500.00000000,18547.96000000,3853.16075300,71866977.48683207,80111\n1605999600000,2020-11-21 23:00:00,BTC/USDT,18636.95000000,18745.47000000,18600.00000000,18703.80000000,2920.57705900,54564417.43695964,59799' diff --git a/stories/src/gaugeMini.stories.tsx b/stories/src/gaugeMini.stories.tsx new file mode 100644 index 00000000..d81e284d --- /dev/null +++ b/stories/src/gaugeMini.stories.tsx @@ -0,0 +1,308 @@ +import * as React from 'react' +import {storiesOf} from '@storybook/react' +import {withKnobs, number, select, boolean, text} from '@storybook/addon-knobs' +import { + Config, + GaugeMiniLayerConfig, + InfluxColors, + Plot, +} from '../../giraffe/src' + +import {PlotContainer} from './helpers' +import { + GAUGE_MINI_THEME_BULLET_DARK, + GAUGE_MINI_THEME_PROGRESS_DARK, +} from '../../giraffe/src/constants/gaugeMiniStyles' +import {gaugeMiniTable} from './data/gaugeMiniLayer' +import { + gaugeMiniNormalizeThemeMemoized, + GaugeMiniThemeNormalized, +} from '../../giraffe/src/utils/gaugeMiniThemeNormalize' +import {range} from 'd3-array' +import {FormatStatValueOptions} from '../../giraffe/src/utils/formatStatValue' + +type Theme = Required +type ThemeNormalized = Required +type Color = ThemeNormalized['gaugeMiniColors']['min'] + +const color = (() => { + const colors = (() => { + const obj = {} + Object.keys(InfluxColors).forEach(x => (obj[x] = InfluxColors[x])) + return obj + })() + + return (label: string, ...rest: any[]) => select(label, colors, ...rest) +})() + +const randInt: { + (max: number): number + (min: number, max: number): number +} = (min: number, max?: number) => { + if (max === undefined) { + return Math.floor(Math.random() * min) + } + return min + Math.floor(Math.random() * (max - min)) +} + +const colorRandom = () => { + const colors = Object.values(InfluxColors) + return colors[randInt(colors.length)] +} + +const colorHexValue = ( + label: string, + colorDefault: Color, + groupID: string, + numberOptions: any = {} +): Color => { + return { + hex: color(label + ' - hex', colorDefault?.hex ?? '#888888', groupID), + value: number( + label + ' - value', + colorDefault?.value ?? 50, + numberOptions, + groupID + ), + } +} + +const formatStatValueOptions = ( + label: string, + formDefault: FormatStatValueOptions, + groupID: string +): FormatStatValueOptions => { + const l = (sublabel: string) => label + ' - ' + sublabel + return { + decimalPlaces: { + isEnforced: boolean( + l('decimalPlaces - isEnforced'), + formDefault?.decimalPlaces?.isEnforced ?? false, + groupID + ), + digits: number( + l('decimalPlaces - digits'), + formDefault?.decimalPlaces?.digits ?? 2, + {}, + groupID + ), + }, + prefix: text(l('prefix'), formDefault?.prefix, groupID), + suffix: text(l('suffix'), formDefault?.suffix, groupID), + } +} + +const knobGroups = { + basics: 'basics', + sizing: 'sizing', + colors: 'colors', + labels: 'labels', +} + +const editableLayer = ( + theme: ThemeNormalized +): Theme & {numberOfBars: number} => ({ + type: theme.type, + mode: select( + 'Mode', + { + bullet: 'bullet', + progress: 'progress', + }, + theme.mode, + knobGroups.basics + ), + textMode: select( + 'textMode', + { + follow: 'follow', + left: 'left', + }, + theme.textMode, + knobGroups.basics + ), + numberOfBars: number('number of bars', 1, {}, knobGroups.basics), + + valueHeight: number('valueHeight', theme.valueHeight, {}, knobGroups.sizing), + gaugeHeight: number('gaugeHeight', theme.gaugeHeight, {}, knobGroups.sizing), + valueRounding: number( + 'valueRounding', + theme.valueRounding, + {}, + knobGroups.sizing + ), + gaugeRounding: number( + 'gaugeRounding', + theme.gaugeRounding, + {}, + knobGroups.sizing + ), + barPaddings: number('barPaddings', theme.barPaddings, {}, knobGroups.sizing), + sidePaddings: number( + 'gaugePaddingSides', + theme.sidePaddings, + {}, + knobGroups.sizing + ), + oveflowFraction: number( + 'oveflowFraction', + theme.oveflowFraction, + {}, + knobGroups.sizing + ), + + colorSecondary: color( + 'colorSecondary', + theme.colorSecondary, + knobGroups.colors + ), + gaugeMiniColors: (() => { + const {thresholds} = theme.gaugeMiniColors + const min = colorHexValue( + 'colorMin', + theme.gaugeMiniColors.min, + knobGroups.colors + ) + const max = colorHexValue( + 'colorMax', + theme.gaugeMiniColors.max, + knobGroups.colors + ) + + const colors: Theme['gaugeMiniColors'] = { + min, + max, + thresholds: (() => { + const length = number( + 'thresholds number', + thresholds.length, + {}, + knobGroups.colors + ) + + return range(length).map(x => + colorHexValue( + `threshold ${x}`, + thresholds[x] || { + hex: colorRandom(), + value: randInt(min.value + 1, max.value), + }, + knobGroups.colors, + { + range: true, + min: min.value, + max: max.value, + step: 1, + } + ) + ) + })(), + } + return colors + })(), + + labelMain: text('labelMain', 'Gauge-mini example', knobGroups.labels), + labelMainFontSize: number( + 'labelMainFontSize', + theme.labelMainFontSize, + {}, + knobGroups.labels + ), + labelMainFontColor: color( + 'labelMainFontColor', + theme.labelMainFontColor, + knobGroups.labels + ), + + labelBarsEnabled: boolean( + 'labelBarsEnabled', + theme.labelBarsEnabled, + knobGroups.labels + ), + labelBarsFontSize: number( + 'labelBarsFontSize', + theme.labelBarsFontSize, + {}, + knobGroups.labels + ), + labelBarsFontColor: color( + 'labelBarsFontColor', + theme.labelBarsFontColor, + knobGroups.labels + ), + + valuePadding: number( + 'valuePadding', + theme.valuePadding, + {}, + knobGroups.labels + ), + valueFontSize: number( + 'valueFontSize', + theme.valueFontSize, + {}, + knobGroups.labels + ), + valueFontColorInside: color( + 'valueFontColorInside', + theme.valueFontColorInside, + knobGroups.labels + ), + valueFontColorOutside: color( + 'valueFontColorOutside', + theme.valueFontColorOutside, + knobGroups.labels + ), + valueFormater: formatStatValueOptions( + 'valueFormater', + theme.valueFormater as any, + knobGroups.labels + ), + + axesSteps: select( + 'axesSteps', + { + thresholds: 'thresholds', + 0: 0, + 1: 1, + 2: 2, + undefined: null, + }, + 'thresholds', + knobGroups.basics + ), + axesFontSize: number( + 'axesFontSize', + theme.axesFontSize, + {}, + knobGroups.labels + ), + axesFontColor: color('axesFontColor', theme.axesFontColor, knobGroups.labels), + axesFormater: formatStatValueOptions( + 'axesFormater', + theme.axesFormater as any, + knobGroups.labels + ), +}) + +const Story: React.FC<{theme: Theme}> = ({theme}) => { + const normalized = gaugeMiniNormalizeThemeMemoized(theme) + const layer = editableLayer(normalized) + + const config: Config = { + table: gaugeMiniTable(0, 100, layer.numberOfBars), + layers: [layer], + } + return ( + <> + + + + + ) +} + +storiesOf('Gauge mini', module) + .addDecorator(withKnobs) + .add('Bullet', () => ) + .add('Progress', () => )