Metadata-Version: 2.4
Name: yashalyze
Version: 0.1.0
Summary: A simple automatic exploratory data analysis library for pandas DataFrames.
Author: Yash Hanamghar
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas>=2.0
Requires-Dist: matplotlib>=3.7
Dynamic: license-file

# 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

```bash
pip install yashalyze
