Top 7 data-testing Open-Source Projects

soda-core

5 1,765 8.9 Python

:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
re_data

15 1,525 6.6 HTML

re_data - fix data issues before your users & CEO would discover them 😊
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
piperider

6 469 9.5 Python

Code review for data in dbt

Project mention: Show HN: PipeRider – open-source Data Impact Analysis for dbt changes | news.ycombinator.com | 2023-09-06

software-testing-resource-pack

2 137 0.0

Various files useful for manual testing and test automation etc.

Project mention: 10 Github Repositories for Software Testers | dev.to | 2023-10-21

10. Software testing resource pack

soda-spark

1 60 0.0 Python

Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes
data-caterer

3 14 8.9 Scala

Data generation and validation tool for any data source

Project mention: Show HN: Data Caterer – Data generation and validation tool | news.ycombinator.com | 2024-03-22

data_check

1 4 8.3 Python

data and pipeline testing with and for SQL
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

data-testing related posts

Show HN: Data Caterer – Data generation and validation tool

1 project | news.ycombinator.com | 22 Mar 2024
Show HN: Data Caterer – Data generation and validation tool

1 project | news.ycombinator.com | 22 Mar 2024
Data profiling tools / approaches?

1 project | /r/dataengineering | 15 Feb 2023
Data QC? Great Expectations?

1 project | /r/dataengineering | 30 Jan 2023
Show HN: Soda Core is now GA – Test data like you would test your code

1 project | news.ycombinator.com | 28 Jun 2022
Data Quality - Great Expectations for Data Engineers

2 projects | /r/dataengineering | 18 Mar 2022
dbt vs R/Python for transformation

2 projects | /r/dataengineering | 25 Feb 2022
A note from our sponsor - InfluxDB
www.influxdata.com | 5 May 2024

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →