Plot group violins with means and confidence intervals — plot_group

This function creates a ggplot object that visualises group data using half-violins, individual data points, and mean estimates with confidence intervals.

Usage

plot_group_violins(
  formula,
  data = all_data,
  dot_size = 0.5,
  box.linewidth = 0.1,
  middle.linewidth = 0.5,
  violin_width = 0.7,
  title = NULL,
  subtitle = NULL,
  caption = NULL,
  x_lab = NULL,
  y_lab = "Score",
  breaks = scales::breaks_pretty(10),
  base_theme = ggplot2::theme_minimal,
  axis_relative_size = 1,
  axis_relative_x = 0.8,
  axis_relative_y = 0.85,
  ...
)

Arguments

formula: A formula specifying the response and grouping variables.
data: Data frame containing the data. Default is all_data.
dot_size: Size of the individual data points. Default is 0.5.
box.linewidth: Line width of the box in the crossbar. Default is 0.1.
middle.linewidth: Line width of the middle line in the crossbar. Default is 0.5.
violin_width: Width of the half-violins. Default is 0.7.
title: Title of the plot.
subtitle: Subtitle of the plot.
caption: Caption of the plot.
x_lab: Label for the x-axis.
y_lab: Label for the y-axis. Default is "Score".
breaks: Breaks for the y-axis. Default is scales::breaks_pretty(10).
base_theme: Base theme for the plot. Default is ggplot2::theme_minimal.
axis_relative_size: Relative size of the axis text. Default is 1.
axis_relative_x: Relative size of the x-axis text. Default is 1.
axis_relative_y: Relative size of the y-axis text. Default is 0.85.
...: Additional arguments passed to the theme_pdf() function.

Value

A ggplot object visualising the group data.

Examples

plot_group_violins(
 tas ~ vviq_group_4,
 y_lab = "TAS Score",
 base_size = 12
)