scale_colour: Colour scales for correlation plot
In houyunhuang/ggcor: Extended tools for correlation analysis and visualization

Description Usage Arguments Value Author(s) Examples

This set of scales defines new fill scales for correlation matrix plot equivalent to the ones already defined by ggplot2.

scale_colour_gradient2n(
  ...,
  colours,
  midpoint = 0,
  limits = NULL,
  space = "Lab",
  values = NULL,
  na.value = "grey50",
  guide = "colourbar",
  aesthetics = "colour",
  colors = NULL
)

scale_color_gradient2n(
  ...,
  colours,
  midpoint = 0,
  limits = NULL,
  space = "Lab",
  values = NULL,
  na.value = "grey50",
  guide = "colourbar",
  aesthetics = "colour",
  colors = NULL
)

scale_fill_gradient2n(
  ...,
  colours,
  midpoint = 0,
  limits = NULL,
  space = "Lab",
  values = NULL,
  na.value = "grey50",
  guide = "colourbar",
  aesthetics = "fill",
  colors = NULL
)

`...`	Arguments passed on to `continuous_scale` `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 numeric vector with values between 0 and 1 returns the corresponding output values (e.g., `scales::area_pal()`). `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 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()`) `minor_breaks` One of: `NULL` for no minor breaks `waiver()` for the default breaks (one minor break between each major break) A numeric vector of positions A function that given the limits returns a vector of minor breaks. `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 computed by the transformation object A character vector giving labels (must be same length as `breaks`) A function that takes the breaks as input and returns labels as output `limits` One of: `NULL` to use the default scale range A numeric vector of length two providing limits of the scale. Use `NA` to refer to the existing minimum or maximum A function that accepts the existing (automatic) limits and returns new limits Note that setting limits on positional scales will remove data outside of the limits. If the purpose is to zoom, use the limit argument in the coordinate system (see `coord_cartesian()`). `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: Function that handles limits outside of the scale limits (out of bounds). The default (`scales::censor()`) replaces out of bounds values with `NA`. `scales::squish()` for squishing out of bounds values into range. `scales::squish_infinite()` for squishing infitite values into range. `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()`. `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. `position` For position scales, The position of the axis. `left` or `right` for y axes, `top` or `bottom` for x axes. `super` The super class to use for the constructed scale
`colours, colors`	vector of colours to use for n-colour gradient.
`midpoint`	The midpoint (in data value) of the diverging scale. Defaults to 0.
`limits`	a numeric vector of length two providing limits of the scale.
`space`	colour space in which to calculate gradient. Must be "Lab" - other values are deprecated.
`values`	if colours should not be evenly positioned along the gradient this vector gives the position (between 0 and 1) for each colour in the `colours` vector. See `rescale()` for a convenience function to map an arbitrary range to between 0 and 1.
`na.value`	Colour to use for missing values
`guide`	Type of legend. Use `"colourbar"` for continuous colour bar, or `"legend"` for discrete colour legend.
`aesthetics`	Character string or vector of character strings listing the name(s) of the aesthetic(s) that this scale works with. This can be useful, for example, to apply colour settings to the `colour` and `fill` aesthetics at the same time, via `aesthetics = c("colour", "fill")`.

A ggproto object inheriting from 'Scale'

Houyun Huang, Lei Zhou, Jian Chen, Taiyun Wei

df <- data.frame(x = rep(1:10, 10),
                 y = rep(1:10, each = 10),
                 z = runif(100, -1, 1))
library(ggplot2)
ggplot(df, aes(x, y, fill = z)) +
       geom_tile() +
       scale_fill_gradient2n()

ggplot(df, aes(x, y, colour = z)) +
       geom_point(size = 4) +
       scale_colour_gradient2n()