explore_cor {explore}

Explore the correlation between two variables

Description

Explore the correlation between two variables

Usage

explore_cor(
  data,
  x,
  y,
  target,
  bins = 8,
  min_val = NA,
  max_val = NA,
  auto_scale = TRUE,
  title = NA,
  color = "grey",
  ...
)

Arguments

data

A dataset

x

Variable on x axis

y

Variable on y axis

target

Target variable (categorical)

bins

Number of bins

min_val

All values < min_val are converted to min_val

max_val

All values > max_val are converted to max_val

auto_scale

Use 0.2 and 0.98 quantile for min_val and max_val (if min_val and max_val are not defined)

title

Title of the plot

color

Color of the plot

...

Further arguments

Value

Plot

Examples

explore_cor(iris, x = Sepal.Length, y = Sepal.Width)