8  Tidy data

Examples from the wild

  • World Bank
  • Bureau of labor statistics
  • Various public repos

Wrangling

  • pivoting

Cleaning

Example: meaningless differences in categorical levels. Macalester bird database.

Fixing with join()

Example: units