Communities
Cheat Sheets
- Dates and Times Cheat Sheet
- Work with Strings Cheat Sheet
- Data Import Cheat Sheet
- Data Transformation Cheat Sheet
- R Markdown Cheat Sheet
- RStudio IDE Cheat Sheet
- Data Visualization Cheat Sheet
- RStudio Keyboard Shortcuts by RStudio
Books
- R for Data Science
- A (very) short introduction to R (Torfs & Bauer, 2014)
- R in Action: Data Analysis and Graphics with R (Kabacoff, 2011)
- Fundamentals of Data Visualization (Wilke, 2018)
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction.
- An Introduction to Statistical Learning
- Population Health Data Science with R
Tutorials
- swirl()
- Try R by Code School
- Introduction to R by DataCamp
- Introduction to R for Data Science
- Data Science HarvardX
- Introduction to R Data Carpentry contributors
More
- Google’s R Style Guide
- Advanced R Style Guide by Hadley Wickham
- R Graph Gallery & Code Examples
- Cookbook for R
- Reorder those bars, once and for all, with forcats
- Elementary Statistics with R
- #rstats on Twitter
- Practical Data Science for Stats - a PeerJ Collection
- Recommended Resources for Beginners