guide_bins: A binned version of guide_legend

In ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics

A binned version of guide_legend

Description

This guide is a version of the guide_legend() guide for binned scales. It differs in that it places ticks correctly between the keys, and sports a small axis to better show the binning. Like guide_legend() it can be used for all non-position aesthetics though colour and fill defaults to guide_coloursteps(), and it will merge aesthetics together into the same guide if they are mapped in the same way.

Usage

guide_bins(
  title = waiver(),
  theme = NULL,
  position = NULL,
  direction = NULL,
  override.aes = list(),
  reverse = FALSE,
  order = 0,
  show.limits = NULL,
  ...
)

Arguments

title	A character string or expression indicating a title of guide. If NULL, the title is not shown. By default (waiver()), the name of the scale object or the name specified in labs() is used for the title.
theme	A theme object to style the guide individually or differently from the plot's theme settings. The theme argument in the guide overrides, and is combined with, the plot's theme.
position	A character string indicating where the legend should be placed relative to the plot panels.
direction	A character string indicating the direction of the guide. One of "horizontal" or "vertical."
override.aes	A list specifying aesthetic parameters of legend key. See details and examples.
reverse	logical. If TRUE the order of legends is reversed.
order	positive integer less than 99 that specifies the order of this guide among multiple guides. This controls the order in which multiple guides are displayed, not the contents of the guide itself. If 0 (default), the order is determined by a secret algorithm.
show.limits	Logical. Should the limits of the scale be shown with labels and ticks. Default is NULL meaning it will take the value from the scale. This argument is ignored if labels is given as a vector of values. If one or both of the limits is also given in breaks it will be shown irrespective of the value of show.limits.
...	ignored.

Value

A guide object

Use with discrete scale

This guide is intended to show binned data and work together with ggplot2's binning scales. However, it is sometimes desirable to perform the binning in a separate step, either as part of a stat (e.g. stat_contour_filled()) or prior to the visualisation. If you want to use this guide for discrete data the levels must follow the naming scheme implemented by base::cut(). This means that a bin must be encoded as "(<lower>, <upper>]" with ⁠<lower>⁠ giving the lower bound of the bin and ⁠<upper>⁠ giving the upper bound ("[<lower>, <upper>)" is also accepted). If you use base::cut() to perform the binning everything should work as expected, if not, some recoding may be needed.

See Also

Other guides: guide_colourbar(), guide_coloursteps(), guide_legend(), guides()

Examples

p <- ggplot(mtcars) +
  geom_point(aes(disp, mpg, size = hp)) +
  scale_size_binned()

# Standard look
p

# Remove the axis or style it
p + guides(size = guide_bins(
  theme = theme(legend.axis.line = element_blank())
))

p + guides(size = guide_bins(show.limits = TRUE))

my_arrow <- arrow(length = unit(1.5, "mm"), ends = "both")
p + guides(size = guide_bins(
  theme = theme(legend.axis.line = element_line(arrow = my_arrow))
))

# Guides are merged together if possible
ggplot(mtcars) +
  geom_point(aes(disp, mpg, size = hp, colour = hp)) +
  scale_size_binned() +
  scale_colour_binned(guide = "bins")

ggplot2 documentation built on June 22, 2024, 11:35 a.m.