Data Cleaning Exercises

Pro exercise

The referenced record is incomplete

Invoices need the customer's billing email from the CRM. A customer that doesn't exist and a customer that exists but has no billing email are different problems with different owners, so report them separately.

  • joins
  • required fields
  • referential integrity

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