Free
hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales.
Category
AI Data Analysis
Quality
87/100
Primary source
GitHub
What is hamilton?
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Key features
Data analysis assistance
Public GitHub repository with 2,533 stars
Apache-2.0 license metadata available
Recent repository activity visible in source metadata
Best fit
Analyze business metrics
Evaluate hamilton as an open-source option before adopting it
Generate SQL
Explain dashboards
Why consider it
- hamilton is categorized for ai data analysis workflows and tagged with SQL, Dashboards, Research.
- The public repository has 2,533 stars, which gives buyers and builders an extra adoption signal.
- License metadata is available: Apache-2.0.
Source & verification
- Verified on Jun 30, 2026 from public source metadata.
- Primary reference: github.com.
- Repository freshness signal: last commit Jun 26, 2026.
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