Polymarket Dashboard

Advanced market scanner for Polymarket with two strategies: trader tracking and momentum detection.

Installation

pip install -r requirements.txt
streamlit run app.py

Strategies

Momentum Hunter

Identifies high-opportunity markets moving toward extremes using advanced scoring and filtering.

Key Features:

• Smart Scoring: Analyzes APY, volume, momentum, and delta decay (Charm)
• Progressive Filtering: Excludes markets too close to 0% or 100%
• Volume Filter: 50k-2M range (default 500k minimum)
• Distance Control: Set minimum distance from extremes (0-10%, default 1.5%)
• Flexible Timeframes: Up to 90 days, auto-extends for high momentum markets
• Auto-Scan: Runs automatically on page load
• Enhanced Display: Color-coded metrics, smart APY formatting

What It Finds:

• Markets moving toward extremes (typically >75% or <25%)
• High momentum opportunities with significant price movement
• Markets with strong delta decay characteristics
• Liquid markets with sufficient trading volume
• Excludes crypto markets and markets near resolution

Conviction Tracker

Monitors specific traders' positions with multi-factor conviction analysis.

Features:

• Tracks users from tracked_users.csv
• Time decay weighting for recent activity
• Position size and price extremity analysis
• Consensus detection across multiple traders
• Sortable by activity, conviction, volume, or trade count

Usage

1. Select Strategy: Choose from dropdown (Momentum Hunter or Conviction Tracker)
2. Configure Filters: Adjust sliders for volume, extremity, distance, and expiry
3. Sort Results: Click column headers or use sort dropdown
4. Auto-Refresh: Momentum Hunter scans automatically on load

Structure

app.py                      # Main Streamlit dashboard
terminal_app.py             # CLI interface
algorithms/
  conviction_scorer.py      # Trader conviction logic
  pullback_scanner.py       # Legacy scanner
clients/
  gamma_client.py           # Polymarket Gamma API
  trades_client.py          # Trading data API
  leaderboard_client.py     # Leaderboard API
  realtime_ws.py            # WebSocket client
data/
  database.py               # SQLite persistence
utils/
  helpers.py                # Utility functions
  user_tracker.py           # User tracking logic
tests/                      # 27 comprehensive tests

Testing

# Run all tests
pytest tests/

# Run specific test suite
pytest tests/test_momentum_hunter.py -v

# Run with coverage
pytest tests/ --cov=. --cov-report=html