Completeness and Consistency Checks — Roadmap Step & Resources
Catching missing data and contradictions across sources
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Study resources
- Google Cloud Data Catalog Documentation (Article) — Official documentation for Google Cloud's data cataloging and metadata management service. Background reading/viewing for: Completeness and Consistency Checks.
- Great Expectations Documentation (Article) — Official documentation on defining data quality expectations. Relevant to: Completeness and Consistency Checks.
Part of
- Dimensions of Data Quality — section
- Data Quality, Governance & Observability roadmap — the full learning path