Data Quality Checklists Cheat Sheet

Checks + owners

Last Updated: November 21, 2025

Focus Areas

Focus
Record check results
Assign owners

Commands & Queries

great_expectations --run
Validate
airflow trigger_dag quality
Execute
slack send data-quality alert
Notify

Summary

Checklists keep data dependable.

💡 Pro Tip: Automate alerts for failing checks.
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