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#366: Add multicategory docs
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‎Plotly.NET.sln‎

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@@ -68,6 +68,7 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "docs", "docs", "{7B09CC0A-F
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docs\02_6_table.fsx = docs\02_6_table.fsx
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docs\02_7_heatmaps.fsx = docs\02_7_heatmaps.fsx
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docs\02_8_Images.fsx = docs\02_8_Images.fsx
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docs\02_9_multicategory.fsx = docs\02_9_multicategory.fsx
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docs\03_0_3d-scatter-plots.fsx = docs\03_0_3d-scatter-plots.fsx
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docs\03_1_3d-surface-plots.fsx = docs\03_1_3d-surface-plots.fsx
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docs\03_2_3d-mesh-plots.fsx = docs\03_2_3d-mesh-plots.fsx

‎docs/02_9_multicategory.fsx‎

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(**
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---
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title: Plotting multicategory data
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category: Simple Charts
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categoryindex: 3
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index: 10
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---
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*)
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(*** hide ***)
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(*** condition: prepare ***)
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#r "nuget: Newtonsoft.JSON, 13.0.1"
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#r "nuget: DynamicObj, 2.0.0"
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#r "nuget: Giraffe.ViewEngine, 1.4.0"
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#r "../src/Plotly.NET/bin/Release/netstandard2.0/Plotly.NET.dll"
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Plotly.NET.Defaults.DefaultDisplayOptions <-
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Plotly.NET.DisplayOptions.init (PlotlyJSReference = Plotly.NET.PlotlyJSReference.NoReference)
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(*** condition: ipynb ***)
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#if IPYNB
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#r "nuget: Plotly.NET, {{fsdocs-package-version}}"
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#r "nuget: Plotly.NET.Interactive, {{fsdocs-package-version}}"
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#endif // IPYNB
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(**
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# Plotting multicategory data
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[![Binder]({{root}}img/badge-binder.svg)](https://mybinder.org/v2/gh/plotly/Plotly.NET/gh-pages?filepath={{fsdocs-source-basename}}.ipynb)&emsp;
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[![Notebook]({{root}}img/badge-notebook.svg)]({{root}}{{fsdocs-source-basename}}.ipynb)
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*Summary:* This example shows how to plot multicategory data on 2D charts in F#.
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Since Plotly.NET v4, multicategory data are supported on the following 2D charts:
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- [Chart.Scatter](#Scatter)
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- [Chart.Bar and Chart.Column](#Bar-and-Column)
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- [Chart.Histogram](#Histogram)
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- [Chart.Histogram2D](#Histogram2D)
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- [Chart.BoxPlot and Chart.Violin](#BoxPlot-and-Violin)
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- [Chart.Histogram2DContour](#Histogram2DContour)
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- [Chart.Heatmap and Chart.AnnotatedHeatmap](#Heatmap-and-AnnotatedHeatmap)
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- [Chart.Contour](#Contour)
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- [Chart.OHLC and Chart.Candlestick](#OHLC-and-Candlestick)
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## Scatter
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Note that this does not apply to all derived Charts such as `Chart.Point`, `Chart.Line`, `Chart.Bubble`, `Chart.Spline` etc. (to avoid creating dozens ov overloads for scatter derived traces)
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You can however design those yourself using Chart.Scatter, here are some examples:
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*)
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open Plotly.NET
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open System
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let multicategoryScatterAndDerived =
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[
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Chart.Scatter(
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Name = "Point",
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Mode = StyleParam.Mode.Markers, // creates multicategory point chart
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MultiX = [["A";"A";"B";"B"];["AA"; "AB"; "BA"; "BB"]],
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MultiY = [
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["A";"A";"B";"B"] |> Seq.map (fun x -> x :> IConvertible) // you can use different IConvertibles if you cast here
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[1; 2; -1; -2] |> Seq.map (fun x -> x :> IConvertible)
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]
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)
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Chart.Scatter(
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Name = "Line",
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Mode = StyleParam.Mode.Lines, // creates multicategory line chart
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MultiX = [["C";"C";"D";"D"];["CA"; "CB"; "DA"; "DB"]],
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MultiY = [
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["A";"A";"B";"B"] |> Seq.map (fun x -> x :> IConvertible) // you can use different IConvertibles if you cast here
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[1; 2; -1; -2] |> Seq.map (fun x -> x :> IConvertible)
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]
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)
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Chart.Scatter(
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Name = "SplineArea",
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Mode = StyleParam.Mode.Lines, // creates multicategory splinearea chart
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MultiX = [["E";"E";"F";"F"];["EA"; "EB"; "FA"; "FB"]],
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MultiY = [
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["A";"A";"B";"B"] |> Seq.map (fun x -> x :> IConvertible) // you can use different IConvertibles if you cast here
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[1; 2; -1; -2] |> Seq.map (fun x -> x :> IConvertible)
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],
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Line = Line.init(Shape = StyleParam.Shape.Spline),
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Fill = StyleParam.Fill.ToZero_y
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)
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]
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|> Chart.combine
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|> Chart.withSize(Width = 1000)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryScatterAndDerived
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#endif // IPYNB
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(***hide***)
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multicategoryScatterAndDerived |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## Bar and Column
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*)
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let multiCategoryBarColumn =
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[
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Chart.Bar(
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values = [1; 2; -1; -2],
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MultiKeys = [["A";"A";"B";"B"];["AA"; "AB"; "BA"; "BB"]],
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Name = "Bar"
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)
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Chart.Column(
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values = [1; 2; -1; -2],
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MultiKeys = [["A";"A";"B";"B"];["AA"; "AB"; "BA"; "BB"]],
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Name = "Column"
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)
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]
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|> Chart.Grid (nRows = 1, nCols = 2)
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|> Chart.withSize(Width = 1000)
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(*** condition: ipynb ***)
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#if IPYNB
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multiCategoryBarColumn
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#endif // IPYNB
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(***hide***)
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multiCategoryBarColumn |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## Histogram
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*)
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let multicategoryHistogram =
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Chart.Histogram(
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MultiX = [["A";"A";"A";"B";"B"];["AA"; "AA"; "AB"; "BA"; "BB"]]
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)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryHistogram
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#endif // IPYNB
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(***hide***)
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multicategoryHistogram |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## Histogram2D
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*)
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let multicategoryHistogram2D =
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Chart.Histogram2D(
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MultiX = [["A";"A";"A";"B";"B"];["AA"; "AA"; "AB"; "BA"; "BB"]],
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MultiY = [["A";"A";"A";"B";"B"];["AA"; "AA"; "AB"; "BA"; "BB"]]
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)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryHistogram2D
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#endif // IPYNB
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(***hide***)
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multicategoryHistogram2D |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## BoxPlot and Violin
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*)
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let multicategoryBoxPlotViolin =
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[
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[
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Chart.BoxPlot(
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Name = "BoxPlot 1",
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Y = [1;1;2;3;4;3;2],
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MultiX = [["A"; "A"; "A"; "A"; "A"; "A"; "A"];["AA"; "AA"; "AA"; "AA"; "AA"; "AA"; "AA"]]
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)
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Chart.BoxPlot(
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Name = "BoxPlot 2",
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Y = [1;1;2;3;4;3;2],
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MultiX = [["A"; "A"; "A"; "A"; "A"; "A"; "A"];["AB"; "AB"; "AB"; "AB"; "AB"; "AB"; "AB"]]
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)
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Chart.BoxPlot(
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Name = "BoxPlot 3",
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Y = [1;1;2;3;4;3;2],
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MultiX = [["B"; "B"; "B"; "B"; "B"; "B"; "B"];["BB"; "BB"; "BB"; "BB"; "BB"; "BB"; "BB"]]
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)
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]
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|> Chart.combine
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[
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Chart.Violin(
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Name = "Violin 1",
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Y = [1;1;2;3;4;3;2],
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MultiX = [["A"; "A"; "A"; "A"; "A"; "A"; "A"];["AA"; "AA"; "AA"; "AA"; "AA"; "AA"; "AA"]]
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)
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Chart.Violin(
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Name = "Violin 2",
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Y = [1;1;2;3;4;3;2],
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MultiX = [["A"; "A"; "A"; "A"; "A"; "A"; "A"];["AB"; "AB"; "AB"; "AB"; "AB"; "AB"; "AB"]]
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)
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Chart.Violin(
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Name = "Violin 3",
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Y = [1;1;2;3;4;3;2],
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MultiX = [["B"; "B"; "B"; "B"; "B"; "B"; "B"];["BB"; "BB"; "BB"; "BB"; "BB"; "BB"; "BB"]]
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)
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]
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|> Chart.combine
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]
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|> Chart.Grid (nRows = 1, nCols = 2)
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|> Chart.withSize(Width = 1000)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryBoxPlotViolin
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#endif // IPYNB
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(***hide***)
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multicategoryBoxPlotViolin |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## Histogram2DContour
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*)
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let multicategoryHistogram2DContour =
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Chart.Histogram2DContour(
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MultiX = [["A";"A";"A";"B";"B"];["AA"; "AA"; "AB"; "BA"; "BB"]],
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MultiY = [["A";"A";"A";"B";"B"];["AA"; "AA"; "AB"; "BA"; "BB"]]
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)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryHistogram2DContour
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#endif // IPYNB
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(***hide***)
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multicategoryHistogram2DContour |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## Heatmap and AnnotatedHeatmap
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*)
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let multicategoryHeatmap =
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Chart.Heatmap(
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zData = [
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[1;2;3]
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[2;3;1]
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[3;1;2]
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],
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MultiX = [["A";"A";"B"];["AA";"AB";"BA"]],
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MultiY = [["A";"A";"B"];["AA";"AB";"BA"]]
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)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryHeatmap
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#endif // IPYNB
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(***hide***)
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multicategoryHeatmap |> GenericChart.toChartHTML
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(***include-it-raw***)
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let multicategoryAnnotatedHeatmap =
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Chart.AnnotatedHeatmap(
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zData = [
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[1;2;3]
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[2;3;1]
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[3;1;2]
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],
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annotationText = [
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["A;AA x A;AA";"A;AA x A;AB";"A;AA x B;BA"]
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["A;AB x A;AA";"A;AB x A;AB";"A;AB x B;BA"]
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["B;BA x A;AA";"B;BA x A;AB";"B;BA x B;BA"]
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],
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MultiX = [["A";"A";"B"];["AA";"AB";"BA"]],
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MultiY = [["A";"A";"B"];["AA";"AB";"BA"]]
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)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryAnnotatedHeatmap
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#endif // IPYNB
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(***hide***)
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multicategoryAnnotatedHeatmap |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## Contour
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*)
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let multicategoryContour =
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Chart.Contour(
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zData = [
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[1;2;3]
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[2;3;1]
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[3;1;2]
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],
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MultiX = [["A";"A";"B"];["AA";"AB";"BA"]],
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MultiY = [["A";"A";"B"];["AA";"AB";"BA"]]
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)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryContour
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#endif // IPYNB
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(***hide***)
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multicategoryContour |> GenericChart.toChartHTML
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(***include-it-raw***)
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(**
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## OHLC and Candlestick
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*)
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let multicategoryFinance =
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[
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Chart.OHLC(
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``open`` = [1;2],
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high = [3;4],
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low = [0;1],
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close = [0.5;1.],
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MultiX = [["A";"A"];["AA";"AB"]],
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Name = "OHLC"
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)
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Chart.Candlestick(
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``open`` = [1;2],
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high = [3;4],
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low = [0;1],
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close = [0.5;1.],
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MultiX = [["A";"A"];["AA";"AB"]],
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Name = "Candlestick"
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)
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]
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|> Chart.Grid (nRows = 1, nCols = 2)
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|> Chart.withSize(Width = 1000)
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(*** condition: ipynb ***)
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#if IPYNB
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multicategoryFinance
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#endif // IPYNB
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(***hide***)
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multicategoryFinance |> GenericChart.toChartHTML
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(***include-it-raw***)

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