Data Cleaning Exercises

Pro exercise

The sign carries meaning

Stock movements use positive quantities for sales and negative ones for returns. The sales report includes only sales; returns belong to a different report and aren't errors. A quantity of zero is meaningless and is reported.

  • scope
  • validation
  • signs

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