Upload README.md with huggingface_hub

README.md

@@ -1,12 +1,23 @@
 ---
-title: Mega Extractor
-emoji: 🏢
+title: Mega-Extractor
+emoji: 🐋
 colorFrom: blue
-colorTo: blue
+colorTo: indigo
 sdk: gradio
-sdk_version: 6.10.0
+sdk_version: 4.8.0
 app_file: app.py
 pinned: false
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Mega Wallet Extractor (DuckDB Cloud)
+
+This Space processes 32GB of Polymarket trade history directly from the cloud using **DuckDB** and the `httpfs` extension.
+
+### Features
+- Query 32GB Parquet files without full download.
+- Identifies "Mega Whales" (400+ trades, 70%+ WR).
+- Identifies "Mega Dumb" (100+ trades, 40%- WR).
+- Uploads results directly to `Vycka12/Base` dataset.
+
+### Setup
+Ensure you add a `HF_TOKEN` (Write access) in the Space Settings -> Secrets.