Defining Quality Expectations for a Dataset — Roadmap Step & Resources
Turning vague quality concerns into concrete, testable rules
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Study resources
- dbt Documentation (Article) — Official documentation for dbt, including its built-in data testing and lineage features. Background reading/viewing for: Defining Quality Expectations for a Dataset.
- Great Expectations Documentation (Article) — Official documentation on defining data quality expectations. Relevant to: Defining Quality Expectations for a Dataset.
Part of
- Dimensions of Data Quality — section
- Data Quality, Governance & Observability roadmap — the full learning path