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Multiple Fill and Color Scales in ggplot2

Multiple Fill and Color Scales in ggplot2


ggnewscale tries to make it painless to use multiple color and fill scales in ggplot2. It’s very experimental, so use at your own risk!

For another way of defining multiple scales, you can also try relayer.


Or you can install the development version from
GitHub with:

# install.packages("devtools")


The main function is new_scale() and its aliases new_scale_color()
and new_scale_fill(). When added to a plot, every geom added after
them will use a different scale.

As an example, lets overlay some measurements over a contour map of
topography using the beloed volcano.

# Equivalent to melt(volcano)
topography <- expand.grid(x = 1:nrow(volcano),
                          y = 1:ncol(volcano))
topography$z <- c(volcano)

# point measurements of something at a few locations
measurements <- data.frame(x = runif(30, 1, 80),
                           y = runif(30, 1, 60),
                           thing = rnorm(30))

ggplot(mapping = aes(x, y)) +
  geom_contour(data = topography, aes(z = z, color = stat(level))) +
  # Color scale for topography
  scale_color_viridis_c(option = "D") +
  # geoms below will use another color scale
  new_scale_color() +
  geom_point(data = measurements, size = 3, aes(color = thing)) +
  # Color scale applied to geoms added after new_scale_color()
  scale_color_viridis_c(option = "A")