πŸ“š Source

Who Should Read This

Anyone who:

  • Still thinks a row count is enough to guarantee data quality.
  • Designs or operates pipelines and has ever broken a dashboard.

Resonating Quotes

Quote

β€œWe want to be proactive about data quality before it impacts downstream systems and undermines stakeholder trust.”

β€” via Data Quality Design Patterns

Quote

β€œWhether we’re checking for row counts, growth rates, null patterns, schema changes, or something more advanced, the goal is always the same: Keep bad data out of production.”

β€” via Data Quality Design Patterns