Yashalyze
Yashalyze is a lightweight Python library for automatic exploratory data analysis of pandas DataFrames.
Features
- Dataset shape analysis
- Column type detection
- Missing value analysis
- Duplicate detection
- Memory usage
- Numeric statistics
- Unique value analysis
- Data quality score
- Outlier detection using IQR
- Correlation analysis
- Automatic visualizations
Installation
pip install yashalyze
1 maintainer
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