Common Root Causes of Data Quality Problems — Roadmap Step & Resources
Recurring patterns behind data quality incidents
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Study resources
- Great Expectations Documentation (Article) — Official documentation for Great Expectations, a widely used open-source data quality testing framework. Background reading/viewing for: Common Root Causes of Data Quality Problems.
- dbt Documentation (Article) — Official documentation on lineage, useful for root cause analysis. Relevant to: Common Root Causes of Data Quality Problems.
Part of
- Root Cause Analysis for Data Issues — section
- Data Quality, Governance & Observability roadmap — the full learning path