I Scraped 60,000 ESPN Games to Build a Sports Prediction Model (Complete Pipeline)
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I Scraped 60,000 ESPN Games to Build a Sports Prediction Model (Complete Pipeline)
ESPN has a hidden API that powers their entire website. I built an async Python scraper that collected 60,000+ games and 25.6 million in-game snapshots across 7 sports — then used that data to train win probability models that trade on Polymarket. In this episode: - ESPN's undocumented scoreboard API (free, JSON, every sport) - Async scraping ...
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