knitr::opts_chunk$set( collapse = TRUE, comment = "#>", fig.path = "man/figures/README-" )
This package provides 9 discrete color palettes developed by Paul Tol at https://personal.sron.nl/~pault/ for qualitative, diverging, and sequential data. Colors within each palette are designed to match well together and be readable by all audiences, including color-blind readers.
disco
can be installed directly from GitHub:
# install.packages("devtools") devtools::install_github("nsgrantham/disco")
The disco
API is similar to other color palette packages like viridis
and scico
.
View all 9 color palettes with disco_palettes_show()
library(disco) disco_palette_show()
The following table summarizes the 9 color palettes. For more information, consult Paul Tol's Notes https://personal.sron.nl/~pault/.
| Palette | n | Data type | Description | |--------------|------------------|-----------|-------------| |bright|7|Qualitative|Good for lines and their labels.| |vibrant|7|Qualitative|Built around the signature orange #FF7043 of the data visualization framework TensorBoard.| |muted|10|Qualitative|Good for lines and maps.| |light|9|Qualitative|Good for filled cells and backgrounds because it keeps black text readable.| |sunset|11|Diverging|This is related to the ColorBrewer RdYlBu scheme, but with darker central colours and made more symmetric.| |daybreak|9|Diverging|This is the reversed ColorBrewer RdBu scheme.| |midnight|9|Diverging|This is the ColorBrewer PRGn scheme, with green #A6DBA0 shifted to #ACD39E to make it print-friendly.| |eclipse|9|Sequential|This is the ColorBrewer YlOrBr scheme, with orange #FE9929 shifted to #FB9A29 to make it print-friendly.| |rainbow|23|Sequential|This should not be used on a continuous scale, but on a discrete scale it offers up to 23 colors and remains relatively color-blind safe.|
Select a palette by name:
disco(palette = "sunset")
Scales are provided for ggplot2
:
library(ggplot2) library(dplyr) library(gapminder) ggplot(filter(gapminder, year == 2007), aes(gdpPercap, lifeExp, size = pop, color = continent)) + geom_point() + scale_color_disco(palette = "vibrant")
Happy plotting!
https://www.colorbrewer2.org by Cynthia A. Brewer, Geography, Pennsylvania State University
https://personal.sron.nl/~pault/ by Paul Tol, Netherlands Institute for Space Research (SRON)
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