Create a histogram paired with a box plot.

Usage

num_dist_by_cat(
  num,
  group,
  data,
  title_hist = "",
  title_boxplot = "",
  lab_num = "",
  lab_group = "",
  num_on_x = TRUE,
  stat = TRUE
)

Arguments

num: Name of the column for the numeric variable.
group: Name of the column for the categorical variable.
data: Target data frame for visualization.
title_hist: Title for the histogram.
title_boxplot: Title for the boxplot.
lab_num: Axis label for the numeric variable.
lab_group: Axis label for the categorical variable.
num_on_x: Whether the numeric variable is put on the x-axis in the boxplot.
stat: Whether printing the test statistic and summary or not.

Value

A ggplot object consists of a histogram and a boxplot. @examples data <- data.frame( num = c( 1, 2, 3, 4), classes = c( 1, 1, 2, 2)) num_dist_by_cat( num = num, group = classes, data = data, title_hist = 'Distribution of X', title_boxplot = 'X Seperated by Group', lab_num = 'X', lab_group = 'Group', num_on_x = TRUE, stat = TRUE)