Organizing For Success:        A Tactical analysis of defensive structure in soccer

Abstract

"Organizing For Success: A Tactical Analysis of Defensive Structure in Soccer" provides a comprehensive analysis of the importance of defensive tactical analysis in soccer and how it can be applied to improve team performance. The paper provides practical insights into how coaches and analysts can gain a more comprehensive and objective view of a team's defensive performance by utilizing data on soccer passing events and player locations.

One of the key methods discussed in the paper is the use of hierarchical clustering to define soccer defensive formations. This process involves the use of player location data from passing events to group similar data points into clusters based on their proximity to each other. The process starts by grouping the data into three clusters representing the formation's three lines (defensive line, midfield line, forward line), and then further refining the cluster to assign specific positions to players in a defensive, defensive midfield, attacking midfield and forward line.

This information can be used by coaches and analysts to better understand their team's strengths and weaknesses and make informed decisions on how to optimize their tactical decisions. For example, data can be used to identify areas for improvement in their team's defensive structure and develop strategies to better protect their goal. Additionally, coaches and analysts can use the information to analyze the effectiveness of their defensive strategies and make changes as needed to improve their team's performance on the field.

Overall, the paper provides valuable insights into the importance of defensive tactical analysis in soccer and how coaches and analysts can utilize data analysis to improve their team's performance. By incorporating these techniques, a better understanding of a team's defensive performance can be found and informed decisions can be made to help the team succeed on the field.