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Histogram with a density overlay for numeric columns; a bar chart of the most frequent levels for categorical/text/logical columns.

Usage

plot_distribution(df, column, bins = 30, max_levels = 20)

Arguments

df

A data frame.

column

Name of the column to plot.

bins

Histogram bins for numeric columns. Default 30.

max_levels

Maximum categories to show for categorical columns. Default 20.

Value

A ggplot2 object.

Examples

plot_distribution(iris, "Sepal.Length")

plot_distribution(iris, "Species")