Data Cleaning Exercises

Pro exercise

Required fields block, optional fields don't

Price is required for a product listing; weight is optional enrichment. A bad price quarantines the row, while an unreadable weight just becomes missing and the product stays.

  • missing values
  • field policies
  • types

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