Data Exploration

Last updated on May 14, 2021
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This project contains all the posts exploring data in different ways. Each post will attempt to build on the last and provide more advanced ways of looking at the data.

R StatsBomb Data Science
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Posts

A look at attacking and defensive effectiveness
The use of scatter plots can provide a lot of information in a quick snapshot. In this blog post I provide an overview of some uses the scatter plot can have in comparing relational data to see where a team fits compared to their opposition.
Last updated on Jul 4, 2020 5 min read Data Exploration, R, StatsBomb
Project
The missing piece - Throw-ins
In football, set-piece scenarios are often considered as threatening and given considerable time towards mastering in the hope of positive outcomes. However, one piece teams often under value are throw-ins, particularly when they occur in the final third of the pitch.
Last updated on Apr 6, 2020 3 min read Data Exploration, Throw-ins, R, StatsBomb
Project
Exploring Passing Networks
The analysis of passing in elite soccer is common place. Often media shows simple pass counts and pass completion rates but there are much better ways of viewing this type of data.
Last updated on Jul 5, 2020 3 min read Data Exploration, Passing, Networks, R, StatsBomb
Project