metadata

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

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