As a Chicago-based data analyst with a lifelong love for basketball, I’ve seen this pattern too—statistical anomalies in box scores aren’t just noise. When the Spurs dropped 7% off their shooting efficiency after halftime in a critical playoff game, it wasn’t luck. It was a system failure in traditional analytics. This piece dissects why teams miss adjustments, and how predictive models can reveal what coaches ignore.