1.5 Data Wrangling in the tidyverse - Readings

Strongly Recommended

• Chs. 5, 10, 11, 12, 18 in Garret Grolemund and Hadley WickhamR for Data Science: Import, Tidy, Transform, Visualize, and Model Data (O’Reilly Media, 2017).
  
  

References by Package/Task

• tibble
  • R For Data Science, Chapter 10: Tibbles
• readr and importing data
  • R For Data Science, Chapter 11: Data Import
  • R Studio Cheatsheet: Data Import
• dplyr and data wrangling
  • R For Data Science, Chapter 5: Data Transformation
  • R Studio Cheatsheet: Data Wrangling (New version)
• tidyr and tidying or reshaping data
  • R For Data Science, Chapter 12: Tidy Data
  • R Studio Cheatsheet: Data Wrangling
  • R Studio Cheatsheet: Data Import
• joining data
  • R For Data Science, Chapter 13: Relational Data
  • R Studio Cheatsheet: Data Transformation