Getting started with soccer analytics
Role in this project:
Data Scientist Contributions:27 commits, 17 PRs, 41 pushes in 7 months
Contributions summary:Devin contributed a new notebook focused on data visualization, specifically creating passing networks from the 2018 Men's World Cup final data. They also worked on a notebook exploring pitch dominance, likely involving analysis of player positioning data. Additional work included the development of a neural network for pass difficulty prediction. This included the use of tensor representations and convolutional neural networks.
analyticspythonsoccersoccer-analytics
Contributions:12 commits, 4 PRs, 10 pushes in 1 day