%useLatestDescriptors
%use lets-plot
%use dataframe

LetsPlot.getInfo()

var mpg = DataFrame.readCSV("https://raw.githubusercontent.com/JetBrains/lets-plot-kotlin/master/docs/examples/data/mpg.csv")
mpg.head(3)


val p = letsPlot(mpg.toMap()) + theme(axisTitleX="blank")

val boxPlot = p + 
    geomBoxplot(color="#579673", fill="#9AC0B3", size=1.5) {
        x = asDiscrete("class", order=1, orderBy="..middle..")
        y = "hwy" 
    } + 
    ggsize(750, 300)
    
boxPlot + ggtitle("Default")    

boxPlot + ggtitle("Flipped") + coordFlip()

val barPlot = p + 
    geomBar(size=1.5, alpha=0.7, width=0.7) {
        x = asDiscrete("manufacturer", orderBy="..count..")
        fill = "class"
        color = "class"
    } +
    ggsize(800, 300)
    
barPlot + ggtitle("Default")

barPlot + ggtitle("Flipped") + coordFlip()