Data Cleaning Exercises

Pro exercise

Map month spellings to one code

A month column was typed as Mar, March, 03 or 3. Map every approved spelling to a two-digit month code, quarantine what isn't a month, and total units per month.

  • mappings
  • controlled vocabulary
  • aggregation

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