F
fg-data-profiling
Data-Centric-AI-Community/fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
★13.7kstars
Python
MIT
Updated: Today
📋 Project at a Glance
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What's this?A open-source Data & Infrastructure project, built with Python, focusing on big-data-analytics and data-analysis
Who made it?Maintained by Data-Centric-AI-Community team, 13.7K⭐ on GitHub, #142 out of 3133 in Data & Infrastructure
Why does it exist?As the Data & Infrastructure landscape evolved, the Data-Centric-AI-Community team identified the need for better big-data-analytics solutions. fg-data-profiling was created to simplify data-analysis workflows.
What can it do?Key use cases: data-exploration, 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/Data-Centric-AI-Community/fg-data-profiling | 官网 https://docs.sdk.ydata.ai
🔗 github.com/Data-Centric-AI-Community/fg-data-profiling | 官网 https://docs.sdk.ydata.ai
Topics
big-data-analyticsdata-analysisdata-explorationdata-profilingdata-qualitydata-sciencedeep-learningedaexplorationexploratory-data-analysishacktoberfesthtml-reportjupyterjupyter-notebookmachine-learningpandaspandas-dataframepandas-profilingpythonstatistics