Tidyverse: easy handling of tables
Check out the following material:
- Slides for this lesson
- R script for this lesson
- dplyr cheat sheet
- tidyr cheat sheet
- tidy data tutor: submit your tidy code and see what it will do
- Andrew Heiss’s blog: visualization of the workings of dplyr functions
Tidyverse is a collection of packages to simplify analyzing data in tables. The ggplot2 package for data visualization was handled in a previous lesson. In this lesson we will focus on the following components of the tidyverse:
- dplyr for easy manipulation of tables
- tidyr for easy reformatting of tables
- the pipe operator from the magrittr package to easily combine functions