Data Cleaning Exercises

Pro exercise

Prefer the most complete record

Contacts are duplicated by email. Keep the record that has a phone number; among those, the most recently updated one; then the smallest id. Report the others as merged duplicates.

  • deduplication
  • survivor rules
  • completeness

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