R for data science: a book

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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.

The R packages used in this book can be installed via



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.)

    #| echo: FALSE
    #| out.width: NULL
    knitr::include_graphics("diagrams/transform.png", dpi = 270)


  • 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:

    #| echo: FALSE
    #| out.width: NULL

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.