kandy 0.7.0 Help

Lines

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

untitled

manufacturer

model

displ

year

cyl

trans

drv

cty

hwy

fl

class

1

audi

a4

18,0

1999

4

auto(l5)

f

18

29

p

compact

2

audi

a4

18,0

1999

4

manual(m5)

f

21

29

p

compact

3

audi

a4

2,0

2008

4

manual(m6)

f

20

31

p

compact

4

audi

a4

2,0

2008

4

auto(av)

f

21

30

p

compact

5

audi

a4

28,0

1999

6

auto(l5)

f

16

26

p

compact

Vertical, horizontal and oblique lines

val ctyMedian = mpgDf.median { cty } val hwyMedian = mpgDf.median { hwy }
val medianColor = Color.hex("#756bb1") mpgDf.plot { points { x(cty) y(hwy) } vLine { xIntercept.constant(ctyMedian) color = medianColor type = LineType.DASHED } hLine { yIntercept.constant(hwyMedian) color = medianColor type = LineType.DASHED } smoothLine("cty", "hwy", method = SmoothMethod.Linear()) { color = Color.hex("#de2d26") } }
Vertical, horizontal, and oblique lines

Broken Lines

fun generateParabolicDataMap(n: Int = 25, a: Double = 1.0): Map<String, List<Double>> { val rand = java.util.Random(42) val x = List(2 * n + 1) { i -> a * (i - n).toDouble() / n } val y = x.map { i -> i * i + rand.nextGaussian() } return mapOf("x" to x, "y" to y) } val pDataMap = generateParabolicDataMap(a = 3.0) val xSrc = column<Double>("x") val ySrc = column<Double>("y")
plot(pDataMap) { line { x(xSrc) y(ySrc) } }
Line Plot
plot(pDataMap) { path { x(xSrc) y(ySrc) } }
Path Plot
plot(pDataMap) { step { x(xSrc) y(ySrc) } }
Step Plot

And what is the difference between line and path?

Let's have a look at the following example:

fun generateArchimedeanDataMap(n: Int = 25, k: Double = 1.0, a: Double = 1.0): Map<String, List<Double>> { val phi = List(n) { i -> 2.0 * PI * k * i.toDouble() / (n - 1) } val r = phi.map { angle -> (a * angle) / (2.0 * PI) } val x = (r zip phi).map { p -> p.first * cos(p.second) } val y = (r zip phi).map { p -> p.first * sin(p.second) } return mapOf("x" to x, "y" to y) } val aDataMap = generateArchimedeanDataMap(n = 200, k = 2.0)
val linePlot = plot(aDataMap) { line { x(xSrc) y(ySrc) } layout.title = "Line Plot" } val pathPlot = plot(aDataMap) { path { x(xSrc) y(ySrc) } layout.title = "Path Plot" } val segments = plot(generateArchimedeanDataMap(n = 50)) { segments { xBegin(xSrc) yBegin(ySrc) xEnd.constant(0.0) yEnd.constant(0.0) } } plotBunch { add(linePlot, 0, 0, 350, 300) add(pathPlot, 350, 0, 350, 300) add(segments, 0, 300, 700, 300) }
Compare line, path and segments
Last modified: 28 November 2023