add_raincloud {chronicle}

Add a raincloud plot to a chronicle report

Description

Add a raincloud plot to a chronicle report

Usage

add_raincloud(
  report = "",
  dt,
  value,
  groups = NULL,
  adjust = 0.5,
  include_boxplot = TRUE,
  include_mean = FALSE,
  include_median = TRUE,
  force_all_jitter_obs = FALSE,
  ggtheme = "minimal",
  x_axis_label = NULL,
  plot_palette = NULL,
  plot_palette_generator = NULL,
  static = NULL,
  raincloud_title = NULL,
  title_level = 2,
  echo = FALSE,
  message = FALSE,
  warning = FALSE,
  fig_width = NULL,
  fig_height = NULL
)

Arguments

report

Character string containing all the R Markdown chunks previously added. Default is ”, an empty report.

dt

data.frame containing the data to plot.

value

Name of the column to use as values on the y axis of the plot.

groups

Name of the column containing the different groups.

adjust

Width of the kernel bins. The smaller the value, the higher the resolution of the density. For full details, see ?ggplot2::stat_density.

include_boxplot

Include a boxplot over the raincloud. Default is TRUE.

include_mean

Mark the median of each distribution. Default is TRUE.

include_median

Mark the mean of each distribution. Default is FALSE.

force_all_jitter_obs

When the data has more than 1000 observations, the function will sample 1000 observations in order to keep the object reasonably small. If you need to override it, set this value to TRUE.

ggtheme

ggplot2 theme function to apply. Default is ggplot2::theme_minimal.

x_axis_label

Label for the x axis.

plot_palette

Character vector of hex codes specifying the colors to use on the plot.

plot_palette_generator

Palette from the viridis package used in case plot_palette is unspecified or insufficient for the number of colors required.

static

If TRUE, the output will be static ggplot chart instead of an interactive ggplotly chart. Default is FALSE.

raincloud_title

Title of the raincloud plot section on the report. If NULL, chronicle will try to parse a generic title using make_title()

title_level

Level of the section title of this plot (ie, number of # on Rmarkdown syntax.)

echo

Whether to display the source code in the output document. Default is FALSE.

message

Whether to preserve messages on rendering. Default is FALSE.

warning

Whether to preserve warnings on rendering. Default is FALSE.

fig_width

Width of the plot (in inches).

fig_height

Height of the plot (in inches).

Value

An rmarkdown file as a character string, now containing a chunk for adding the specified raincloud plot.

Examples

html_report <- add_raincloud(report = "",
                             dt = iris,
                             value = 'Sepal.Length',
                             groups = 'Species')
cat(html_report)