Draw an enhanced box plot for larger datasets

Port of seaborn.boxenplot (letter-value plot). Returns a reaborn_plot.

Usage

boxenplot(
  data = NULL,
  x = NULL,
  y = NULL,
  hue = NULL,
  order = NULL,
  hue_order = NULL,
  orient = NULL,
  color = NULL,
  palette = NULL,
  saturation = 0.75,
  fill = TRUE,
  width = 0.8,
  gap = 0,
  linewidth = NULL,
  linecolor = NULL,
  width_method = "exponential",
  k_depth = "tukey",
  outlier_prop = 0.007,
  trust_alpha = 0.05,
  showfliers = TRUE,
  legend = "auto",
  .facet_vars = NULL,
  ...
)

Arguments

data

A data frame.

x, y

Variables; the categorical one defines the groups.

hue

Grouping variable for color (dodged).

order, hue_order

Level orderings.

orient

"v", "h", or NULL to infer.

color, palette, saturation, fill

Color controls (saturation default 0.75).

width, gap

Box width and gap between dodged boxes.

linewidth

Box outline width.

linecolor

Box outline color.

width_method

"exponential", "linear", or "area".

k_depth

"tukey", "proportion", "trustworthy", "full", or an int.

outlier_prop, trust_alpha

Tail-rule parameters.

showfliers

Draw outlier points.

legend

Legend control.

.facet_vars

Internal; facet columns forwarded by the figure-level dispatchers (catplot/displot/relplot). Not intended for direct use.

...

Passed to ggplot2::geom_boxplot.

Value

A reaborn_plot.