Data Cleaning Exercises

Pro exercise

Digits that aren't ASCII

Quantities typed on a Japanese keyboard arrive as full-width digits like 12. The order system stores ASCII digits only, so they are reported for correction. Watch out: Python's int() and \d accept them silently.

  • unicode
  • validation
  • types

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