explore (version 1.3.4)

target_explore_cat: Explore categorical variable + target

Description

Create a plot to explore relation between categorical variable and a binary target

Usage

target_explore_cat(
  data,
  var,
  target = "target_ind",
  min_val = NA,
  max_val = NA,
  flip = TRUE,
  num2char = TRUE,
  title = NA,
  auto_scale = TRUE,
  na = NA,
  max_cat = 25,
  color = c("#ECEFF1", "#CFD8DC", "#B0BEC5", "#90A4AE"),
  legend_position = "bottom"
)

Value

Plot object

Arguments

data

A dataset

var

Categorical variable

target

Target variable (0/1 or FALSE/TRUE)

min_val

All values < min_val are converted to min_val

max_val

All values > max_val are converted to max_val

flip

Should plot be flipped? (change of x and y)

num2char

If TRUE, numeric values in variable are converted into character

title

Title of plot

auto_scale

Not used, just for compatibility

na

Value to replace NA

max_cat

Maximum numbers of categories to be plotted

color

Color vector (4 colors)

legend_position

Position of legend ("right"|"bottom"|"non")