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ETL / Data Engineering Medium Theory

What are data quality checks?

Data quality checks validate assumptions like null rates, uniqueness, schema shape, and accepted value ranges.

  • Catch bad data early
  • Automate checks in pipelines
  • Alert instead of silently passing errors

What are data quality checks?