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great_expectations
fivetran/great_expectations
Always know what to expect from your data.
★11.7kstars
Python
Apache-2.0
Updated: Today
📋 Project at a Glance
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What's this?Data & Infrastructure project leveraging cleandata and data-engineering, built with Python, open-source
Who made it?Maintained by fivetran team, 11.7K⭐ on GitHub, #160 out of 3133 in Data & Infrastructure
Why does it exist?The fivetran team recognized that existing cleandata tools in Data & Infrastructure were hard to use. great_expectations was designed to make data-engineering more accessible.
What can it do?Key use cases: data-profilers, data-profiling, data-quality
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/fivetran/great_expectations | 官网 https://docs.greatexpectations.io/
🔗 github.com/fivetran/great_expectations | 官网 https://docs.greatexpectations.io/
Topics
cleandatadata-engineeringdata-profilersdata-profilingdata-qualitydata-sciencedata-unit-testsdatacleanerdatacleaningdataqualitydataunittestedaexploratory-analysisexploratory-data-analysisexploratorydataanalysismlopspipelinepipeline-debtpipeline-testingpipeline-tests