List: Football | Curated by Paul Corcoran

May 4, 2023
15 stories
7 saves
Football
Alex Marin Felices
Analyzing team passing networks depending on the possession outcomeUsing network science to analyze football data from a new perspective, capturing aspects of the game that traditional statistics cannot
Apr 5, 2023
Apr 5, 2023
Soumyadeep Adhikary
Visualizing Passing Network and Centrality Index of Football Using ISL (2021–22) Data(Using Python)Introduction :
Jan 29, 2023
Jan 29, 2023
Building Blocks
DeepxG Tutorial Part 2: Train your own Deep Learning Model to predict Expected Goals (xG)Training a Deep Learning Model using Pytorch and Pytorch-lightning
Nov 9, 2022
2
Nov 9, 2022
2
Galic Marko
Beat Your Friends at Fantasy Premier League (FPL) Using RMost of you have probably heard about FPL, and if you don’t, but you love R programming language and know something about football, this…
Sep 5, 2022
1
Sep 5, 2022
1
In
Geek Culture
by
octosport.io
Rating and Predicting Football with Recurrent Neural Network and JAXAn optimized Elo rating
Sep 9, 2021
1
Sep 9, 2021
1
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In
Better Programming
by
Irfan Alghani Khalid
How to Create The xG Progress Chart using PythonFootball storytelling with data.
Jun 20, 2022
1
Jun 20, 2022
1
In
The Startup
by
Abhishek Mahajan
Analyzing football game event data using mplsoccer in PythonLet’s take an example of a game from the newly released open ISL 2021/22 data from statsbomb.
Sep 21, 2022
Sep 21, 2022
In
TDS Archive
by
Benedikt Droste
Predict soccer matches with 50% accuracyHow to use the Poisson distribution for soccer prediction
Oct 18, 2019
3
Oct 18, 2019
3
Nash Rougvie
Expected Points: Explanation, Usage, and how to Program your own ModelThe history, contemporary useage, and programming behind the “expected points” metric in association football.
Feb 20, 2022
1
Feb 20, 2022
1
In
Better Programming
by
Irfan Alghani Khalid
How to Visualize Soccer Data Using Mplsoccer in PythonFootball analytics for everyone.
May 16, 2022
1
May 16, 2022
1
In
Geek Culture
by
Sergi Lehkyi
Scraping xG Data for Almost Any League in the WorldIt’s all about knowing where to search and not about writing super complex crawlers.
Jun 26, 2022
Jun 26, 2022
Cem ÖZÇELİK
Football Analytics 101: How To Scrape Data From Understat.comDataScience Of Football
Jun 11, 2022
2
Jun 11, 2022
2
In
Systematic Sports
by
Liam Hartley
Accurately Predicting Football with Python & SQLAnd betting on the outcomes
May 10, 2022
1
May 10, 2022
1
In
Analytics Vidhya
by
Arthur Caldas
Beating soccer odds using Machine Learning — Project WalkthroughIt isn't news to anyone that predicting soccer matches is a tough task. After all, how can you predict something so unpredictable as…
Jun 18, 2021
2
Jun 18, 2021
2