🧠 Odds Data Pipeline

A real-time betting odds data pipeline built in Python that analyzes sharp vs recreational sportsbook lines across major sports and surfaces high-EV betting opportunities. Alerts are sent to Discord with context, Kelly staking suggestions, and bookmaker links.

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🚀 Features

• Supports 15+ Sports: MLB, NBA, NFL, NCAAF, MMA, Tennis, NHL, Soccer (EPL, MLS, etc.)
• Sharp vs Rec Comparison: Compares Pinnacle, Circa, BetOnline odds vs books like DraftKings, FanDuel, BetMGM.
• EV% Calculation: Uses no-vig probabilities to calculate expected value (EV%) for spreads, totals, and moneylines.
• Discord Alerts: Sends intuitive, formatted betting alerts under 2,000 characters with emojis, Kelly stakes, and betslip links.
• Market Filtering:
  • Filters by EV% range (3%–14%)
  • Market width between 0%–50%
  • Odds between -250 and +120
  • Fresh lines (within 30 minutes)

🛠️ Tech Stack Python (3.11+)

PostgreSQL (session tracking, odds storage)

psycopg2 for DB access

The Odds API (https://the-odds-api.com/)

🧰 Usage

Fetch odds for a specific sport (e.g. MLB)

python -m pipelines.fetch_odds_api --sport baseball_mlb

Run EV analysis

python -m analysis.calculate_ev --bankroll 100

API keys and webhook URLs

🔐 API Key You'll need a free or paid key from The Odds API stored in your .env:

ODDS_API_KEY=your_api_key

DISCORD_WEBHOOK_URL=your_webhook_url

DEMO

EV_Tool.1.mp4

Edward Cooper

A passionate developer with experience in building user-focused mobile applications.

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