subguide_axis: Axis sub-guide for thickness scales

In ggdist: Visualizations of Distributions and Uncertainty

Axis sub-guide for thickness scales

Description

This is a sub-guide intended for annotating the thickness aesthetic in ggdist. It can be used with the subguide parameter of geom_slabinterval().

Supports automatic partial function application.

Usage

subguide_axis(
  values,
  title = NULL,
  breaks = waiver(),
  labels = waiver(),
  position = 0,
  just = 0,
  label_side = "topright",
  orientation = "horizontal",
  theme = theme_get()
)

subguide_inside(..., label_side = "inside")

subguide_outside(..., label_side = "outside", just = 1)

subguide_integer(..., breaks = scales::breaks_extended(Q = c(1, 5, 2, 4, 3)))

subguide_count(..., breaks = scales::breaks_width(1))

Arguments

values	Values used to construct the scale used for this guide. Typically provided automatically by geom_slabinterval().
title	The title of the scale shown on the sub-guide's axis.
breaks	One of: NULL for no breaks waiver() for the default breaks computed by the transformation object A numeric vector of positions A function that takes the limits as input and returns breaks as output (e.g., a function returned by scales::extended_breaks()). Also accepts rlang lambda function notation.
labels	One of: NULL for no labels waiver() for the default labels computed by the transformation object A character vector giving labels (must be same length as breaks) An expression vector (must be the same length as breaks). See ?plotmath for details. A function that takes the breaks as input and returns labels as output. Also accepts rlang lambda function notation.
position	Numeric value between 0 and 1 giving the position of the guide relative to the axis: 0 causes the sub-guide to be drawn on the left or bottom depending on if orientation is "horizontal" or "vertical", and 1 causes the sub-guide to be drawn on the top or right depending on if orientation is "horizontal" or "vertical". May also be a string indicating the position: "top", "right", "bottom", "left", "topright", "topleft", "bottomright", or "bottomleft".
just	Numeric value between 0 and 1 giving the justification of the guide relative to its position: 0 means aligned towards the inside of the axis edge, 1 means aligned towards the outside of the axis edge.
label_side	Which side of the axis to draw the ticks and labels on. "topright", "top", and "right" are synonyms which cause the labels to be drawn on the top or the right depending on if orientation is "horizontal" or "vertical". "bottomleft", "bottom", and "left" are synonyms which cause the labels to be drawn on the bottom or the left depending on if orientation is "horizontal" or "vertical". "topleft" causes the labels to be drawn on the top or the left, and "bottomright" causes the labels to be drawn on the bottom or the right. "inside" causes the labels to be drawn on the side closest to the inside of the chart, depending on position, and "outside" on the side closest to the outside of the chart.
orientation	Orientation of the geometry this sub-guide is for. One of "horizontal" ("y") or "vertical" ("x"). See the orientation parameter to geom_slabinterval().
theme	A ggplot2::theme object used to determine the style that the sub-guide elements are drawn in. The title label is drawn using the "axis.title.x" or "axis.title.y" theme setting, and the axis line, ticks, and tick labels are drawn using guide_axis(), so the same theme settings that normally apply to axis guides will be followed.
...	Arguments passed to other functions, typically back to subguide_axis() itself.

Details

subguide_inside() is a shortcut for drawing labels inside of the chart region.

subguide_outside() is a shortcut for drawing labels outside of the chart region.

subguide_integer() only draws breaks that are integer values, useful for labeling counts in geom_dots().

subguide_count() is a shortcut for drawing labels where every whole number is labeled, useful for labeling counts in geom_dots(). If your max count is large, subguide_integer() may be better.

See Also

Other sub-guides: subguide_none()

Examples

# example code
library(ggplot2)
library(distributional)

df = data.frame(d = dist_normal(2:3, 2:3), g = c("a", "b"))

# subguides allow you to label thickness axes
ggplot(df, aes(xdist = d, y = g)) +
  stat_slabinterval(subguide = "inside")

# they respect normalization and use of scale_thickness_shared()
ggplot(df, aes(xdist = d, y = g)) +
  stat_slabinterval(subguide = "inside", normalize = "groups")

# they can also be positioned outside the plot area, though
# this typically requires manually adjusting plot margins
ggplot(df, aes(xdist = d, y = g)) +
  stat_slabinterval(subguide = subguide_outside(title = "density", position = "right")) +
  theme(plot.margin = margin(5.5, 50, 5.5, 5.5))

# any of the subguide types will also work to indicate bin counts in
# geom_dots(); subguide_integer() and subguide_count() can be useful for
# dotplots as they only label integers / whole numbers:
df = data.frame(d = dist_gamma(2:3, 2:3), g = c("a", "b"))
ggplot(df, aes(xdist = d, y = g)) +
  stat_dots(subguide = subguide_count(label_side = "left", title = "count")) +
  scale_y_discrete(expand = expansion(add = 0.1)) +
  scale_x_continuous(expand = expansion(add = 0.5))

ggdist documentation built on July 4, 2024, 9:08 a.m.