Football · Research

A Quantitative Framework for Assessing Wide Receiver Blocking Effectiveness Using Player Tracking Data

2024-25Updated May 15, 2025Archived
Project Overview

A tracking-data framework for evaluating wide receiver and skill-player downfield blocking, combining defender angles, speed, ball geometry, and blocker-defender movement into a Blocking Effectiveness Score.

Problem & Objective

Wide receiver blocking is one of the least-measured skills in football — traditional charting is subjective and inconsistent across evaluators.

Analytical Approach

The team derives a blocking effectiveness metric from player tracking data, capturing separation held, displacement created, and time-to-contact for skill players on downfield blocks.

Key Result & Impact

The resulting score correlates with run game success rates and provides a repeatable alternative to subjective film grades.

Tech Stack & Tools
Pythonpandasmatplotlib