Part 26 Tidy Data and Pivoting
library(tidyverse)
26.1 Orientation
26.1.1 Today
Today’s concept is tidy data and the tidyr
package.
- Reshaping data by pivoting with
tidyr::pivot_longer()
andtidyr::pivot_wider()
.
26.1.2 Resources
For concepts of tidy data:
- Jenny Bryan’s intro to tidy data is short and sweet.
- the repo this links to has some useful exercises too, but uses the older
spread()
andgather()
functions.
- the repo this links to has some useful exercises too, but uses the older
tidyr
vignette on tidy data.- Hadley’s paper on tidy data provides a thorough investigation.
For pivoting with tidyr
, check out the pivot vignette.