Data Lineage Tracking Tools
These open-source tools map and visualize data movement from raw sources through pipelines to dashboards.
Data Lineage Tracking Tools
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- linkedin/datahub
linkedin/datahub
12,106View on GitHubDataHub is a metadata management system and data catalog platform designed to provide a centralized directory for discovering, managing, and documenting datasets across a diverse data stack. It serves as a comprehensive framework for metadata management, incorporating a data governance framework to classify sensitive information and assign ownership for organizational accountability. The platform distinguishes itself through AI-enabled data discovery, which connects large language models to a metadata graph to allow for natural language search and exploration of data assets. It also provides
DataHub is a comprehensive open-source metadata platform with automated column-level lineage extraction, multi-source ingestion, and a rich lineage graph for impact analysis, exactly matching the need for tracking and visualizing data flows across pipelines and BI tools.
PythonColumn-Level Lineage ExtractionData CatalogsData Lineage - open-metadata/openmetadata
open-metadata/OpenMetadata
14,213View on GitHubOpenMetadata is an enterprise data catalog, metadata platform, and governance suite that functions as a knowledge graph for data assets. It serves as an AI-ready metadata layer, providing governed context and organizational memory to large language model agents via the Model Context Protocol. The platform distinguishes itself by capturing institutional knowledge, linking conversations, decisions, and remediation notes directly to data assets to preserve tribal knowledge. It integrates AI agents to automate metadata governance, such as suggesting descriptions and identifying sensitive data thr
OpenMetadata is an enterprise data catalog and governance platform that natively includes automated lineage capture, column-level lineage visualization, and impact analysis across multiple sources and BI tools, making it a comprehensive open-source solution for tracking data flows and supporting governance.
TypeScriptColumn-Level Lineage ExtractionImpact AnalysisUnified Metadata Catalogs - datahub-project/datahub
datahub-project/datahub
12,141View on GitHubDataHub is a metadata management platform designed to unify technical, operational, and business context across diverse data ecosystems. By utilizing a graph-based metadata model and an event-driven ingestion architecture, it creates a centralized source of truth that maps complex data relationships, lineage, and ownership. This foundational framework enables organizations to maintain a synchronized view of their data landscape, supporting both human-led discovery and automated data operations. The platform distinguishes itself through its focus on grounding artificial intelligence and autono
DataHub is a metadata management platform that automatically captures and visualizes data lineage across sources, transformations, and dashboards, providing the column-level lineage, impact analysis, and governance features this search requires.
PythonAutomated Lineage CapturersColumn-Level Lineage ExtractionData Lineage Graphs - apache/atlas
apache/atlas
2,110View on GitHubApache Atlas - Open Metadata Management and Governance capabilities across the Hadoop platform and beyond
Apache Atlas is an open-source metadata management and governance platform that includes automated lineage capture and visualization, enabling impact analysis and governance across Hadoop-based and other sources, fitting the core data lineage need.
JavaData CatalogsMetadata Management
