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alan-turing-institute / AIrsenal

Machine learning Fantasy Premier League team
MIT License
296 stars 86 forks source link

Write a Turing data story/blog post #347

Open jack89roberts opened 3 years ago

jack89roberts commented 3 years ago

Not sure what the topic would be, but would be fun and a nice output to have.

See here: https://github.com/alan-turing-institute/TuringDataStories

jack89roberts commented 3 years ago

Idea: Impact of Covid-19. E.g. team performance pre/post-lockdown, change in home advantage, goals scored, injuries...

jack89roberts commented 3 years ago

Idea: Analysis of most influential players (e.g. impact of Liverpool missing Salah vs. Man City missing De Bruyne)

rchan26 commented 2 years ago

Idea: run some sort of clustering analysis / dimension reduction to group similar sort of players (inspired by https://theathletic.com/3473297/2022/08/10/player-roles-the-athletic/ and https://theathletic.com/3044091/2022/01/02/the-five-kingdoms-of-football/)