Posit Cheatsheets

HTML versions of our popular cheatsheets. PDF versions are available to download on each cheatsheet page. There are also non-English translations available for many cheatsheets, contributed by the community.

RStudio IDE :: Cheatsheet

Data visualization with ggplot2 :: Cheat Sheet

Data transformation with dplyr :: Cheatsheet

Data import with the tidyverse :: Cheatsheet

Data tidying with tidyr :: Cheatsheet

Apply functions with purrr :: Cheatsheet

Factors with forcats :: Cheatsheet

Dates and times with lubridate :: Cheatsheet

String manipulation with stringr :: Cheatsheet

Shiny :: Cheatsheet

Shiny for Python :: Cheatsheet

Package Development :: Cheatsheet

Publish and Share with Quarto :: Cheatsheet

QMD Edition

rmarkdown :: Cheatsheet

Deep Learning with Keras :: Cheatsheet

REST APIs with plumber :: Cheatsheet

Use Python with R with reticulate :: Cheatsheet

Data science in Spark with sparklyr :: Cheatsheet