kandy 0.7.0 Help

Scatter

// This example was found at: // www.cookbook-r.com/Graphs/Scatterplots_(ggplot2) val rand = java.util.Random(123) val n = 20 val dataset = dataFrameOf( "cond" to List(n / 2) { "A" } + List(n / 2) { "B" }, "xvar" to List(n) { i: Int -> i }, "yvar" to List(n) { i: Int -> i + rand.nextGaussian() * 3 } ) val cond = "cond"<String>() val xvar = "xvar"<Int>() val yvar = "yvar"<Double>()

Basic Scatter Plot

plot(dataset) { points { x(xvar) y(yvar) symbol = Symbol.CIRCLE_OPEN } }
Basic Scatter Plot
plot(dataset) { points { x(xvar) y(yvar) color(cond) symbol(cond) size = 5.0 } layout { size = 700 to 350 } }
Scatter Plot with Symbols
plot(dataset) { points { x(xvar) y(yvar) color(cond) symbol(cond) { scale = categorical(range = listOf(Symbol.CIRCLE_OPEN, Symbol.TRIANGLE_OPEN)) } size = 5.0 } layout { size = 700 to 350 } }
Scatter Plot with Open Symbols

Handling Over-plotting

// Create data with overlapping points. val datasetOverlapping = dataset.convert { xvar and yvar }.with { (it.toDouble() / 5).toInt() * 5 }
plot(datasetOverlapping) { points { x(xvar) { axis.breaks(listOf(0, 5, 10, 15)) } y(yvar) alpha = .3 size = 7.0 } layout { size = 700 to 350 } }
Scatter Plot Over-Plotting
plot(datasetOverlapping) { points { x(xvar) { axis.breaks(listOf(0, 5, 10, 15)) } y(yvar) symbol = Symbol.CIRCLE_OPEN position = Position.jitter(.1, .1) } layout { size = 700 to 350 } }
Scatter Plot with Jitter
Last modified: 07 December 2023