Data Cleaning Exercises

Pro exercise

Ambiguous symbols need review

Currencies were captured as symbols or codes. € and £ are unambiguous, but $ could be US, Canadian or Australian dollars. Map what is certain and send $ to review instead of guessing.

  • mappings
  • ambiguity
  • validation

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