NBAAnalytic

Player & Team Analysis

Frameworks and case studies for evaluating players and teams: spotting real improvement, reading stat profiles, and separating signal from noise.

Evaluation is the hardest thing to do honestly, because the numbers that describe a player are the same ones that flatter him. This lane is a set of frameworks rather than verdicts: how to read a shot diet — the mix of rim, mid-range, and three-point attempts a player takes — and what it implies about efficiency; how to tell a real breakout from a good fortnight by asking whether the role grew and the efficiency survived the extra volume; and how the center's statistical profile was rewritten inside a decade. Two case studies put the frameworks to work on real data: one player's 1,652 tracked shots measured against the league's 25,000, and a test of whether the teams shooting the modern diet actually score more. The method is the point; the players are the worked examples.