%useLatestDescriptors
%use dataframe
%use lets-plot

LetsPlot.getInfo()

val iris = DataFrame.readCSV("https://raw.githubusercontent.com/JetBrains/lets-plot-kotlin/master/docs/examples/data/iris.csv")
iris.head()

val p = letsPlot(iris.toMap()) { x = "species"; y = "sepal_length" }

gggrid(
    plots = listOf(
        p + geomViolin(trim = true) + ggtitle("trim=true (default)"),
        p + geomViolin(trim = false, tailsCutoff = 1) + ggtitle("trim=false, tailsCutoff=1"),
        p + geomViolin(trim = false, tailsCutoff = 2) + ggtitle("trim=false, tailsCutoff=2"),
        p + geomViolin(trim = false, tailsCutoff = 3) + ggtitle("trim=false, tailsCutoff=3  (default)"),
    ),
    ncol = 2
) + ggsize(800, 600)