Data Cleaning Exercises

Glossary

Join fan-out

Rows multiplying in a join because a key matches more than one row on the other side.

If a lookup table has two rows for one customer, every order for that customer appears twice and totals double. Check the lookup key is unique before joining, and compare row counts and totals before and after.

Related: Referential integrity, Cardinality, Row grain