Basketball · Research

Basketball on a Budget

2016-17Updated Jun 14, 2017Archived
Project Overview

A salary-efficiency roster builder that ranks 2015-16 NBA players by position, performance, and cost, then creates an example low-cost lineup and shot-chart comparisons against elite teams.

Problem & Objective

Building a competitive NBA team on a limited budget requires identifying undervalued players — a challenge that standard salary-to-production comparisons do not fully address.

Analytical Approach

The team defines a value metric combining win shares per dollar and positional need, then uses it to construct hypothetical rosters under salary cap constraints.

Key Result & Impact

The model identifies consistently undervalued player profiles and produces example rosters that outperform expected win totals relative to their payroll.

Tech Stack & Tools
Big Data BallSalary dataShot charts