This section offers a collection of cheatsheets on R and data
visualization, covering ggplot2
, dplyr
,
colors, shapes, animation, and more. The best way to access them is to
get them delivered straight to your inbox:
Four cheatsheets provided by Posit about the tidyverse. You can find some more on their official website (link).
ggplot2
A cheatsheet for quickly recalling the key functions and arguments of the ggplot2 library.
tidyr
A cheatsheet for quickly recalling the key functions and arguments of the tidyr library.
dplyr
A cheatsheet for quickly recalling the key functions and arguments of the dplyr library.
readr
A cheatsheet for quickly recalling the key functions and arguments of the readr library.
Not sure which chart type is best for your data?
The Data To Viz project is a decision tree that guides you to the right choice. Simply describe your data format, and it will suggest the most suitable chart types.
The poster below visualizes the entire decision tree.
Data To Viz
A decision tree leading you to the most appropriate chart type for your dataset
base R
A cheatsheet for quickly recalling the key functions and arguments of the base R library.
Parameters reminder
A cheatsheet to quickly reminder what option to use with what value to customize your chart.