Data Cleaning Exercises

Pro exercise

A total of nothing is zero

Report March refunds as one row: how many and how much. Some months have no refunds at all. SQL's SUM over no rows is NULL, not 0, so the dashboard would show a blank instead of 'no refunds'. The total of nothing is 0.00.

  • aggregation
  • nulls
  • KPIs

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