Data Engineering Tools

Data Lineage Reference

Search data lineage concepts and tools. Covers column-level lineage, dbt lineage graph, OpenLineage standard, Marquez, and data catalog integration.

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Data Lineage Reference

The Data Lineage Reference covers column-level lineage, dbt DAG, OpenLineage standard, Marquez, data catalogs, and impact analysis from lineage graphs.

• Look up dbt lineage documentation approach before a data governance project

• Reference OpenLineage before integrating lineage from Airflow and dbt

• Find data catalog options before choosing a metadata platform

• Understand column-level lineage before an impact analysis for a schema change

Data Freshness SLO Calculator — Calculate data freshness SLO compliance and budget remaining from pipeline lag.
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What does this tool tell you?
The Data Lineage Reference covers column-level lineage, dbt DAG, OpenLineage standard, Marquez, data catalogs, and impact analysis from lineage graphs.
What affects the result most?
Data lineage: tracks origin, transformation, and movement of data across the pipeline. Column-level lineage: which source column contributed to each output column — fine-grained impact analysis. dbt lineage: dbt docs generate produces DAG — visual lineage for SQL transformation models.
How should I use the result?
Use this tool to orient quickly to the concepts, field names, or values you are about to look up in a full specification or vendor documentation. It summarizes the common cases; the authoritative source remains whichever standard or vendor doc defines the values themselves.
Without lineage, every data issue is a mystery. The Data Governance Pack maps data dependencies — shows which upstream changes affect which downstream consumers.
View data lineage analysis →
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