great-expectations / great_expectations Star 11.3k Code Issues Pull requests Discussions Always know what to expect from your data. data-science pipeline exploratory-data-analysis eda data-engineering data-quality data-profiling datacleaner exploratory-analysis cleandata dataquality datacleaning mlops pipeline-tests pipeline-testing dataunittest data-unit-tests exploratorydataanalysis pipeline-debt data-profilers Updated Mar 27, 2026 Python
sodadata / soda-core Star 2.3k Code Issues Pull requests Data Contracts engine for the modern data stack. https://www.soda.io python data-validation snowflake data-engineering dbt data-quality-checks data-quality data-profiling dataquality data-governance data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing data-contracts datatesting data-observability data-reliability data-quality-testing Updated Mar 27, 2026 Python
sodadata / soda-github-action Star 17 Code Issues Pull requests ⚡ Prevent downstream data quality issues by integrating the Soda Library into your CI/CD pipeline. data-validation snowflake data-engineering data-quality-checks data-quality dataquality data-monitoring data-quality-monitoring pipeline-testing data-unit-tests data-testing datatesting data-observability data-reliability data-quality-testing Updated Jan 29, 2026 Python
OFFIS-DIP / erwartung Star 6 Code Issues Pull requests Just what you expect from your electricity grid data. data-quality cim data-unit-tests cgmes common-information-model linkml Updated Mar 9, 2026 Python
andrjas / data_check Star 5 Code Issues Pull requests data and pipeline testing with and for SQL sql database pipeline data-validation data-engineering data-quality dataquality data-unit-tests data-testing Updated Apr 17, 2025 Python
joocer / data_expectations Star 1 Code Issues Pull requests Are your data meeting your expectations? quality data-science data validation pipelines data-engineering observability data-quality data-unit-tests Updated Sep 28, 2025 Python