Metadata-Version: 2.4
Name: object-summary-minal
Version: 0.1.0
Summary: A Python utility for automated categorical data summarization
Author: Minal
License-Expression: MIT
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Dynamic: license-file


# Object Summary

A Python utility package for automated exploratory data analysis of categorical variables.

## Features

- Identify object-type columns.
- Calculate total non-null values.
- Count unique values.
- Identify missing values.
- Find the most frequent category.
- Generate frequency distributions.

## Installation

```bash
pip install object-summary-minal
```

## Usage

```python
import pandas as pd
from object_summary import object_summary

df = pd.DataFrame({
    "Department": ["HR", "IT", "HR", "Finance"],
    "Gender": ["Male", "Female", "Male", "Female"]
})

summary, frequency = object_summary(df)

## Author

Minal

## Version

0.1.0
