Always know what to expect from your data.
- Language
- Python
- Licence
- Apache-2.0
- Stars
- 12k
- Latest
- 1.23.2
- Last push
- 2026-10-06
Data quality
Declare tests on datasets and check them in pipelines.
Changes in this category (RSS)
Side by side
| Tool | Stars | Licence | Terms | Self-hosted | Language | Latest | Last push |
|---|---|---|---|---|---|---|---|
| Great Expectations | 12k | Apache-2.0 | Open source | No | Python | 1.23.2 | 2026-10-06 |
| Pandera | 4.5k | MIT | Open source | No | Python | v0.34.1 | 2026-10-06 |
| Deequ | 3.6k | Apache-2.0 | Open source | No | Scala | 2.1.0 | 2026-09-16 |
| Soda Core | 2.4k | Other | Source available | No | Python | v4.26.0 | 2026-10-06 |
| Elementary | 2.4k | Apache-2.0 | Open source | No | HTML | v0.26.0 | 2026-10-06 |
5 tools
A light-weight, flexible, and expressive statistical data testing library
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
- Language
- Scala
- Licence
- Apache-2.0
- Stars
- 3.6k
- Latest
- 2.1.0
- Last push
- 2026-09-16
Data Contracts engine for the modern data stack. https://www.soda.io
The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.
- Language
- HTML
- Licence
- Apache-2.0
- Stars
- 2.4k
- Latest
- v0.26.0
- Last push
- 2026-10-06