Constructs a chromatic scale. A chromatic scale can take several values for the same observations and places these as coordinates in a colour space.

chromatic_scale(
  aesthetics,
  scale_name,
  palette,
  name = waiver(),
  breaks = waiver(),
  n.breaks = NULL,
  labels = waiver(),
  limits = NULL,
  rescaler = rescale,
  oob = oob_censor,
  expand = waiver(),
  na.value = "grey50",
  trans = "identity",
  guide = "chromatic",
  prototype = NULL,
  channel_limits = NULL,
  super = ScaleChromatic
)

Arguments

aesthetics

The names of the aesthetics that this scale works with.

scale_name

The name of the scale that should be used for error messages associated with this scale.

palette

A palette function that when called with a colour_spec vector should return a vector of colours.

name

The name of the scale. Used as the axis or legend title. If waiver(), the default, the name of the scale is taken from the first mapping used for that aesthetic. If NULL, the legend title will be omitted.

breaks

One of

  • NULL for no breaks.

  • waiver() for the default breaks computed by the transformation object.

  • A colour_spec vector. For continuous channels, must be a numeric channel. For discrete channels, a character channel. Channels can be padded with NAs if the desired breaks are of unequal length.

  • A function that uses the limits as input and returns breaks. Note that this is used for both continuous and discrete channels.

  • A named list with the names of channels with (1) a character or numeric vector giving the breaks for that channel or (2) a function to be applied to the limits of that channel or (3) NULL for no breaks in that channel. Channels whose names are absent in the list's names are treated with the waiver() option above.

n.breaks

An integer guiding the number of major breaks. The algorithm may choose a slightly different number to ensure nice break labels. Will only have an effect if breaks = waiver(). Use NULL to use the default number of breaks given by the transformation.

labels

One of

  • NULL for no labels.

  • waiver() for the default labels. In case of continuous channels, these are passed through the format function of the transformation object.

  • A colour_spec vector with character vectors in the channels. The channels can be padded with NAs to match the length of channels with the most breaks.

  • A function that uses the breaks as input and returns labels. Note that this is used for both continuous and discrete channels.

  • A named list with the names of channels with (1) a character vector giving the labels for that channel or (2) a function to be applied to the breaks of that channel or (3) NULL for no labels in that channel. Channels whose names are absent in the list's names are treated with the waiver() option above.

limits

One of

  • NULL to use the default scale range.

  • A colour_spec vector. For continuous channels, must be a length 2 vector giving the minimum and maximum. For discrete channels, the relevant channel should define possible values. For mixed usage, the continuous limits can be padded with NAs.

  • A function that accepts the existing (automatic) limits and returns new limits. Note that this is used for both continuous and discrete channels.

  • A named list with names of channels with (1) a vector defining the limits or (2) a function to be applied to the natural limits. Channels whose names are absent in the list's names are treated with the NULL option above.

rescaler

A function used to scale the input values to the range [0, 1]. This is always scales::rescale(), except for diverging and n colour gradients (i.e., scale_colour_gradient2(), scale_colour_gradientn()). The rescaler is ignored by position scales, which always use scales::rescale().

oob

One of:

expand

For position scales, a vector of range expansion constants used to add some padding around the data to ensure that they are placed some distance away from the axes. Use the convenience function expansion() to generate the values for the expand argument. The defaults are to expand the scale by 5% on each side for continuous variables, and by 0.6 units on each side for discrete variables.

na.value

Missing values will be replaced with this value.

trans

For continuous scales, the name of a transformation object or the object itself. Built-in transformations include "asn", "atanh", "boxcox", "date", "exp", "hms", "identity", "log", "log10", "log1p", "log2", "logit", "modulus", "probability", "probit", "pseudo_log", "reciprocal", "reverse", "sqrt" and "time".

A transformation object bundles together a transform, its inverse, and methods for generating breaks and labels. Transformation objects are defined in the scales package, and are called <name>_trans (e.g., scales::boxcox_trans()). You can create your own transformation with scales::trans_new().

guide

A function used to create a guide or its name. See guides() for more information.

prototype

A function that serves as constructor for the specific colour_spec class.

channel_limits

One of:

  • A colour_spec vector of length 2 containing numeric channels that indicating the limits for each channel between 0-1.

  • A named list with channel names and length 1 or 2 numeric vectors that indicate the limits for that channel between 0-1.

super

The super class to use for the constructed scale

Value

A ScaleChromatic ggproto object.

See also

The scale_chromatic page.

Examples

# See the documentation for the scales themselves. NULL
#> NULL