Data-Centric-AI-Community/ydata-profiling
ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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Data-Centric-AI-Community
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Jan 9, 2016
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README Summary
ydata-profiling is a Python library that generates comprehensive data quality reports and exploratory data analysis with just one line of code. It works with both Pandas and Spark DataFrames to automatically create detailed HTML reports containing statistics, distributions, correlations, and data quality insights. The tool is designed to accelerate the data understanding phase of machine learning projects by providing instant visibility into dataset characteristics.
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- Project created
- Jan 9, 2016
- Forked
- Mar 22, 2026
- Your last push
- 1 months ago
- Upstream last push
- 1 months ago
- Tracked since
- Mar 3, 2026
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