hadley
r4ds
R

R for data science: a book

Last updated Jul 7, 2026
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README

R for Data Science

Render and deploy Book to Netlify

This repository contains the source of R for Data Science book. The book is built using Quarto.

Images

Omnigraffle drawings

  • Font: 12pt Guardian Sans Condensed / Ubuntu mono
  • Export as 300 dpi png.
  • Website font is 18 px = 13.5 pt, so scale dpi to match font sizes: 270 = 300 \* 12 / 13.5.
(I also verified this empirically by screenshotting.)
r
    #| echo: FALSE
    #| out.width: NULL
    knitr::include_graphics("diagrams/transform.png", dpi = 270)

Screenshots

  • Make sure you're using a light theme.
For small interface elements (eg. toolbars), zoom in twice.
  • Screenshot with Cmd + Shift + 4.
  • Don't need to set dpi:
r
    #| echo: FALSE
    #| out.width: NULL
    knitr::include_graphics("screenshots/rstudio-wg.png")

O'Reilly

To generate book for O'Reilly, build the book then:

{r}

pak::pak("hadley/htmlbook")

htmlbook::convert_book()

html <- list.files("oreilly", pattern = "[.]html$", full.names = TRUE) file.copy(html, "../r-for-data-science-2e/", overwrite = TRUE)

pngs <- list.files("oreilly", pattern = "[.]png$", full.names = TRUE, recursive = TRUE) dest <- gsub("oreilly", "../r-for-data-science-2e/", pngs) fs::dir_create(unique(dirname(dest))) file.copy(pngs, dest, overwrite = TRUE)

Then commit and push to atlas.

Code of Conduct

Please note that r4ds uses a Contributor Code of Conduct. By contributing to this book, you agree to abide by its terms.

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