Plot pairwise relationships in a dataset

Port of seaborn.pairplot. Returns a patchwork matrix of scatter plots with univariate distributions on the diagonal.

Usage

pairplot(
  data,
  vars = NULL,
  hue = NULL,
  kind = "scatter",
  diag_kind = "auto",
  palette = NULL,
  height = 2.5,
  aspect = 1,
  corner = FALSE,
  ...
)

Arguments

data

A data frame.

vars

Columns to include (default all numeric).

hue

Grouping variable for color.

kind

Off-diagonal kind: "scatter" or "reg".

diag_kind

Diagonal kind: "auto", "hist", or "kde".

palette, height, aspect, corner

Layout controls.

...

Reserved.

Value

A reaborn_plot (patchwork).

Examples

penguins <- load_dataset("penguins")
pairplot(
  data = penguins,
  vars = c("bill_length_mm", "flipper_length_mm", "body_mass_g"),
  hue = "species"
)


# Regression fits off the diagonal
pairplot(
  data = penguins,
  vars = c("bill_length_mm", "flipper_length_mm"),
  hue = "species",
  kind = "reg"
)