Contributing

These are solutions to the 1st edition of R for Data Science, and they are no longer maintained. A 2nd edition has since been published, and it has its own solutions to the exercises.

The best way to contribute is to work on the solutions for the current edition, at https://github.com/mine-cetinkaya-rundel/r4ds-solutions.

The repository behind this book is archived and read-only. Issues and pull requests are closed, including for typos, so please don’t spend your time on a patch here—it cannot be merged.

This book remains online for reference. It is built from a pinned, period-correct environment (R 4.0.3 against the CRAN snapshot of 2021-01-31); see README.md in the repository if you want to reproduce the build.

Cleveland, William S. 1993a. “A Model for Studying Display Methods of Statistical Graphics.” Journal of Computational and Graphical Statistics 2 (4): 323–43. https://doi.org/10.1080/10618600.1993.10474616.

———. 1993b. Visualizing Information. Hobart Press.

———. 1994. The Elements of Graphing Data. Hobart Press.

Cleveland, William S., Marylyn E. McGill, and Robert McGill. 1988. “The Shape Parameter of a Two-Variable Graph.” Journal of the American Statistical Association 83 (402): 289–300. https://www.jstor.org/stable/2288843.

Heer, Jeffrey, and Maneesh Agrawala. 2006. “Multi-Scale Banking to 45º.” Ieee Transactions on Visualization and Computer Graphics 12 (5, September/October). https://doi.org/10.1109/TVCG.2006.163.

Hintze, Jerry L., and Ray D. Nelson. 1998. “Violin Plots: A Box Plot-Density Trace Synergism.” The American Statistician 52 (2): 181–84. https://doi.org/10.1080/00031305.1998.10480559.

Hofmann, Heike, Hadley Wickham, and Karen Kafadar. 2017. “Letter-Value Plots: Boxplots for Large Data.” Journal of Computational and Graphical Statistics 26 (3): 469–77. https://doi.org/10.1080/10618600.2017.1305277.

Wickham, Hadley, and Garrett Grolemund. 2017. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 1st ed. O’Reilly Media.