Replaces manual exploratory data analysis with automated HTML reports for Pandas and Spark DataFrames. It calculates statistics, correlations, and missing values in a single line of code.
Tech Stack
PythonAI, ML & Data
Why ydata-profiling?
• Supports large Spark datasets
• Comprehensive correlation matrices
• Zero-configuration reporting
Limitations
• High memory usage for large DataFrames
• Limited report customization
• Static HTML output
3/5/2026
Last Update
1,763
Forks
296
Issues
MIT
License
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