README.md

---
title: Dataset Card Generator
emoji: 📊
colorFrom: indigo
colorTo: purple
sdk: streamlit
sdk_version: "1.31.1"
app_file: src/app.py
pinned: false
---

# Dataset Card Generator

A Streamlit app that helps create high-quality dataset cards for HuggingFace datasets. Generate beautiful visualizations, dataset descriptions, and formatted documentation with ease.

## Features

- 📊 Generate distribution plots for numerical and categorical data
- 🔤 Create word clouds for text fields
- 🤖 Automatic dataset analysis using GPT-4
- 📝 Export formatted dataset cards in Markdown
- 🔄 Direct integration with HuggingFace datasets

## Usage

1. Enter your OpenAI API key (required)
2. Enter your HuggingFace token (optional, only needed for private datasets)
3. Input a HuggingFace dataset name (e.g., 'username/dataset')
4. Select fields for visualization
5. Generate and download your dataset card