Polymarket Leaderboard Analyzer

Streamlit app to analyze big trades and top performers on Polymarket markets.

Features

• 🔍 Search markets by name or enter condition ID directly
• 💰 Filter by minimum trade value (default $1,000)
• 📊 Multiple leaderboards:
  • By total P&L (profit/loss)
  • By total amount spent
• 📈 View sample big trades with timestamps and prices
• 🔗 Direct links to trader profiles on Polymarket
• 📅 Date range and statistics for trade activity

Installation

# Install dependencies
pip install -r requirements.txt

Usage

# Run the Streamlit app
streamlit run streamlit_app.py

The app will open in your browser at http://localhost:8501

How to Use

1. Search for a market:

   • Use "Search by Name" to find markets (e.g., "Maduro", "Venezuela")
   • Or paste a Condition ID directly if you have it

2. Set filters:

   • Minimum trade value (default $1,000)
   • Assumed resolution (Yes or No)

3. Click "Analyze" to see:

   • Leaderboard of top traders
   • Total gains and losses
   • Sample big trades
   • Direct links to trader profiles

Finding Condition IDs

Condition IDs are the unique identifiers for markets on Polymarket:

• From URL: Look at market URL: polymarket.com/event/slug → fetch via API
• From browser: Open DevTools → Network tab → look for API calls
• Or just use the name search! The app will find it for you

Example Markets

Try these searches:

• "Maduro out by January 31, 2026"
• "US forces in Venezuela"
• "Trump" (for Trump-related markets)

Profile Links

Trader profiles link to: https://polymarket.com/@{wallet_address}

Data Limitations

• API returns trades with cash value >= filter amount
• Historical data may be limited (typically last 10-14 days for $1k+ trades)
• For full historical analysis, lower the minimum trade value