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4_2_violin-plots.fsx
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4_2_violin-plots.fsx
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(*** hide ***)
(*** condition: prepare ***)
#r "nuget: Newtonsoft.JSON, 12.0.3"
#r "../bin/Plotly.NET/netstandard2.0/Plotly.NET.dll"
(*** condition: ipynb ***)
#if IPYNB
#r "nuget: Plotly.NET, {{fsdocs-package-version}}"
#r "nuget: Plotly.NET.Interactive, {{fsdocs-package-version}}"
#endif // IPYNB
(**
# Violin plots
[](https://mybinder.org/v2/gh/plotly/Plotly.NET/gh-pages?filepath=4_2_violin-plots.ipynb)
*Summary:* This example shows how to create violin plot charts in F#.
let's first create some data for the purpose of creating example charts:
*)
open Plotly.NET
let y = [2.; 1.5; 5.; 1.5; 3.; 2.5; 2.5; 1.5; 3.5; 1.]
let x = ["bin1";"bin2";"bin1";"bin2";"bin1";"bin2";"bin1";"bin1";"bin2";"bin1"]
(**
A violin plot is a method of plotting numeric data. It is similar to box plot with a rotated kernel density plot
on each side. The violin plot is similar to box plots, except that they also show the probability density of the
data at different values.
*)
let violin1 =
Chart.Violin (
x,y,
Points=StyleParam.Jitterpoints.All
)
(*** condition: ipynb ***)
#if IPYNB
violin1
#endif // IPYNB
(***hide***)
violin1 |> GenericChart.toChartHTML
(***include-it-raw***)
(**
By swapping x and y plus using `StyleParam.Orientation.Horizontal` we can flip the chart horizontaly.
*)
let violin2 =
Chart.Violin(
y,x,
Jitter=0.1,
Points=StyleParam.Jitterpoints.All,
Orientation=StyleParam.Orientation.Horizontal,
Meanline=Meanline.init(Visible=true)
)
(*** condition: ipynb ***)
#if IPYNB
violin2
#endif // IPYNB
(***hide***)
violin2 |> GenericChart.toChartHTML
(***include-it-raw***)
(**
You can also produce a violin plot using the `Chart.Combine` syntax.
*)
let y' = [2.; 1.5; 5.; 1.5; 2.; 2.5; 2.1; 2.5; 1.5; 1.;2.; 1.5; 5.; 1.5; 3.; 2.5; 2.5; 1.5; 3.5; 1.]
let violin3 =
[
Chart.Violin ("y" ,y,Name="bin1",Jitter=0.1,Points=StyleParam.Jitterpoints.All);
Chart.Violin ("y'",y',Name="bin2",Jitter=0.1,Points=StyleParam.Jitterpoints.All);
]
|> Chart.Combine
(*** condition: ipynb ***)
#if IPYNB
violin3
#endif // IPYNB
(***hide***)
violin3 |> GenericChart.toChartHTML
(***include-it-raw***)