This repo hosts a jupyter notebook which details the steps required to replicate the results discussed in my blog post on analysing Arsenal's 03/04 team using network analysis.
The notebook will cover how I aquired the dataset and transformed it into the format required fore the analysis, the metrics I use to determine player influence, how we can these metrics, and how we can produce some sample network visuals using NetworkX.
Feel free to use this notebook to replicate my results, or as a basis for your own network analysis projects!