🤗 Hugging Face Dataset Explorer

🔧 Dataset-Specific Methods (Only Working Methods Shown):

• ⚖️ Caselaw: 💨 API (requests) (✅ Public)
• 🤖 Prompts: 🐼 Pandas, 💨 API (requests) (✅ Public)
• 💰 Finance: 🐼 Pandas, 💨 API (requests) (🔐 Requires Auth)
• 🩺 Medical: 🐼 Pandas (🔐 Requires Auth)
• 🖼️ Inscene: 🤗 Datasets, 🖼️ Datasets with Images (🔐 Requires Auth)

📚 Library Dependencies:

• 🐼 Pandas: ✅ Available
• 💨 Requests: ✅ Available
• 🤗 Datasets: ✅ Available

🚀 Quick Start Guide:

1. 🤖 Prompts: Try Pandas or API method, search for "translator", "linux", or "writer"
2. ⚖️ Caselaw: Try API method only, search for "contract", "court", or "appeal"
3. 💰 Finance: Try Pandas or API method (requires auth), search for "interest" or "market"
4. 🩺 Medical: Try Pandas method only (requires auth), search for "diagnosis" or "treatment"
5. 🖼️ InScene: Try "🖼️ Datasets with Images" to see actual images, search for "kitchen" or "outdoor"

🔑 Authentication:

For gated datasets (Finance, Medical, InScene), run: huggingface-cli login

🛠️ Method Explanations:

• 💨 API: Fast, reliable, works without login (100 rows max)
• 🐼 Pandas: Full dataset access, requires login for gated datasets
• 🤗 Datasets: Standard HuggingFace datasets library
• 🖼️ Datasets with Images: Special image viewer for InScene dataset

⚠️ Note:

Only working methods are shown for each dataset. Non-functional methods have been removed.