great-expectations / great_expectations Star 10.9k 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 Nov 12, 2025 Python
sodadata / soda-core Star 2.2k Code Issues Pull requests ⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) 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 Nov 11, 2025 Python
sodadata / soda-github-action Star 14 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 Oct 1, 2024 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
OFFIS-DIP / erwartung Star 2 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 Nov 10, 2025
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