target_explore_cat: Explore categorical variable + target

In explore: Simplifies Exploratory Data Analysis

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"
)

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")

Value

Plot object

explore documentation built on Sept. 11, 2024, 7:40 p.m.