great-expectations/great_expectations

AI DevOps

Always know what to expect from your data.

GitHub →Website →

8.4

GitHub Metrics

Stars

11.9k

Forks

1.9k

Open Issues

Watchers

102

Contributors

506

Weekly Commits

Language

Python

License

Apache-2.0

Last Commit

Oct 16, 2026

Created

Sep 11, 2017

Latest Release

1.24.0

Release Date

Oct 7, 2026

Synced: Oct 17, 2026

Quality Scores

Documentation Qualityw: 20%

7.9

Has docs site (https://docs.greatexpectations.io/). Description: 42 chars. Stars signal: 11,876. Contributors: 506. Score: 7.9/10

Community Healthw: 20%

8.7

Stars: 11,876. Contributors: 506. Watchers: 102. Forks: 1,876. Issue ratio: 0.4%. Score: 8.7/10

Maintenance Velocityw: 15%

8.8

Last commit: 1d ago. Weekly commits: 2. Latest release: 1.24.0. Maturity bonus: 9.1y old. Score: 8.8/10

API Design & DXw: 20%

8.2

Stars/issues ratio: 228. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 11,876 stars. Score: 8.2/10

Production Readinessw: 15%

8.5

Battle-tested: 11,876 stars. Peer review: 506 contributors. Versioned: 1.24.0. Licensed: Apache-2.0. Age: 9.1 years. Maintenance: last commit 1d ago. Score: 8.5/10

Ecosystem Integrationw: 10%

8.5

Fork interest: 1,876. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 11,876 stars. Has web presence. Score: 8.5/10