As a data scientist from MIT with a background in sports analytics, I’ve spent seven years decoding hidden patterns in NBA defensive stats—yet most teams still ignore the metrics that matter. This piece dissects why overlooked indicators like rim protection, closeout efficiency, and transition defense are being neglected despite their predictive power. Drawing from Synergy Sports’ database and my own models, I reveal what’s truly at stake—and why the status quo persists.

As a data analyst entrenched in NBA metrics, I dissect the Lakers' baffling decision to release Alex Caruso—a move that defied both analytics and common sense. While the franchise claims luxury tax wasn't the culprit, their subsequent spending on inferior perimeter defenders like Horton-Tucker and Beverley reveals a staggering miscalculation of player value. Through win shares and defensive ratings, this article exposes how LA's front office ignored quantifiable evidence in favor of flawed instincts.