boxplot
boxplot(x, y; kwargs...)
Draw a Tukey style boxplot. The boxplot has 3 components:
-
a
crossbar
spanning the interquartile (IQR) range with a midline marking the median -
an
errorbar
whose whiskers spanrange * iqr
-
points marking outliers, that is, data outside the whiskers
Arguments
-
x
: positions of the categories -
y
: variables within the boxes
Keywords
-
orientation=:vertical
: orientation of box (:vertical
or:horizontal
) -
width=0.8
: width of the box -
show_notch=false
: draw the notch -
notchwidth=0.5
: multiplier ofwidth
for narrowest width of notch -
show_median=true
: show median as midline -
range
: multiple of IQR controlling whisker length -
whiskerwidth
: multiplier ofwidth
for width of T's on whiskers, or:match
to matchwidth
-
show_outliers
: show outliers as points
Examples
using CairoMakie
xs = rand(1:3, 1000)
ys = randn(1000)
boxplot(xs, ys)
using CairoMakie
xs = rand(1:3, 1000)
ys = randn(1000)
dodge = rand(1:2, 1000)
boxplot(xs, ys, dodge = dodge, show_notch = true, color = dodge)
Colors are customizable. The
color
attribute refers to the color of the boxes, whereas
outliercolor
refers to the color of the outliers. If not scalars (e.g.
:red
), these attributes must have the length of the data. If
outliercolor
is not provided, outliers will have the same color as their box, as shown above.
Note
For all indices corresponding to points within the same box,
color
(but not
outliercolor
) must have the same value.
using CairoMakie
xs = rand(1:3, 1000)
ys = randn(1000)
dodge = rand(1:2, 1000)
boxplot(xs, ys, dodge = dodge, show_notch = true, color = map(d->d==1 ? :blue : :red, dodge) , outliercolor = rand([:red, :green, :blue, :black, :yellow], 1000))
These docs were autogenerated using Makie: v0.15.3, GLMakie: v0.4.7, CairoMakie: v0.6.6, WGLMakie: v0.4.7