Identifying Goalkeepers’ Build-Up Style Using Machine Learning

Clustering Algorithm for Football Analytics

Irfan Alghani Khalid
Towards Data Science
4 min readSep 19, 2022

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Photo by ÁLVARO MENDOZA on Unsplash

Introduction

Build-up is a phase where a team takes the ball’s possession and tries to score a goal against the opponent.

A goalkeeper is the last man defender, but also, it’s the first man to set up the offensive play.

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