explore_density: Explore density of variable

In explore: Simplifies Exploratory Data Analysis

Explore density of variable

Description

Create a density plot to explore numerical variable

Usage

explore_density(
  data,
  var,
  target,
  title = "",
  min_val = NA,
  max_val = NA,
  color = c("#ADD8E6", "#7BB8DA"),
  auto_scale = TRUE,
  max_target_cat = 5,
  ...
)

Arguments

data	A dataset
var	Variable
target	Target variable (0/1 or FALSE/TRUE)
title	Title of the plot (if empty var name)
min_val	All values < min_val are converted to min_val
max_val	All values > max_val are converted to max_val
color	Color of plot
auto_scale	Use 0.02 and 0.98 percent quantile for min_val and max_val (if min_val and max_val are not defined)
max_target_cat	Maximum number of levels of target shown in the plot (except NA).
...	Further arguments

Value

Plot object (density plot)

Examples

explore_density(iris, "Sepal.Length")
iris$is_virginica <- ifelse(iris$Species == "virginica", 1, 0)
explore_density(iris, Sepal.Length, target = is_virginica)

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