soccer-analytics
There are 31 repositories under soccer-analytics topic.
- football_analytics
eddwebster / football_analytics
📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
Language:Jupyter Notebook 1809 - socceraction
ML-KULeuven / socceraction
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Language:Python 577 - soccerdata
probberechts / soccerdata
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.
Language:Python 511 dcaribou / transfermarkt-datasets
⚽️ Extract, prepare and publish Transfermarkt datasets.
Language:Python 201diegopastor / awesome-football-analytics
A curated list of football analytics awesome resources, articles, books and more!
- soccer_xg
A Python package for training and analyzing expected goals (xG) models in soccer.
Language:Jupyter Notebook 149 CleKraus / soccer_analytics
Python project trying to facilitate and being a starting point for soccer analytics projects.
Language:Jupyter Notebook 114- ggshakeR
abhiamishra / ggshakeR
An analysis and visualization R package that works with publicly available soccer data
Language:R 112 JanVanHaaren / soccer-analytics-resources
Collection of references, datasets and software libraries for soccer analytics.
- Language:R 82
- xg-model
Dato-Futbol / xg-model
An example of how to create a xG model using R and Wyscout event data
Language:R 73 octosport / octopy
Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium blog.
Language:Jupyter Notebook 62A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport
Language:R 45- Language:Python 35
davidcamilo0710 / QATAR_2022_Prediction
QATAR 2022 World Cup prediction from the international matches played since the 90s, the qualifications of the teams in their last matches, and the potential of each team.
Language:Jupyter Notebook 30hadjdeh / football-data-analysis
Football Data Processing & Visualization
Language:Jupyter Notebook 30MatheusGatti / Soccer-Corners-Crawler-and-Bot
It's a crawler for statistics of corners and goals for the future games and a bot for Telegram to send the statistics.
Language:JavaScript 30Regista6 / EA-FC-24-Automated-SBC-Solving
EA FC 24 Automated SBC Solving using Integer Programming ⚽
Language:Python 30- Language:Jupyter Notebook 28
- Language:Python 27
- Predicting-Football-Player-Transfer-Values
sanjitva / Predicting-Football-Player-Transfer-Values
Flatiron School Capstone project. Trying to find out how well players' on-field performance metrics can be used to predict their transfer values.
Language:Jupyter Notebook 26 RamisLao / scraper-whoscored
Webscraper for the website www.whoscored.com using Python and Selenium
Language:Python 25slvler / livescore-service
Live Score Client for api-football.com
Language:PHP 22Spiideo / soccersegcal
Soccer pitch segmentation and camera calibration in two steps. Step 1, pixelwise segmentation of an broacast image of a soccer game into six different clases defined by the line markings. Step 2, a differential-rendering optimizer that tries to estimate camera parameters from such segementations.Trained on SoccerNet.
Language:Python 21- weighted_voronoiLanguage:Jupyter Notebook 18
sanjeevnara7 / FootballPassPrediction
Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)
Language:Jupyter Notebook 18somdeep / Statball
Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb
Language:C# 18- Language:TypeScript 17
Simulator for the UEFA Champions League group stage draw.
Language:Jupyter Notebook 16opunsoars / pitchly
A python package that is a wrapper for Plotly to generate football tracking and event data plots
Language:Python 11sidthakur08 / fpl_explore
an analytical panel consisting of basic stats for fpl exploration
Language:Python 10Mostafa-Nafie / Football-Object-Detection
This is a computer vision project that utilizes object detection algorithms to analyze football matches videos by finding the position of players, ball and referees on the football pitch and finding out to which team each player belongs.
Language:Jupyter Notebook 9tara-nguyen / english-premier-league-random-forest-analysis
Random forest analysis of match statistics and team performances in five seasons of the English Premier League (EPL)
Language:R 9cosmoduende / r-ggsoccer
StrangeR things: Visualizing Soccer Data with R… on a Soccer Pitch? How to analyze, visualize and report soccer data and strategies on a soccer pitch with the "ggsoccer" package
Language:R 8EmilDanielsson / Player-Rating-Project
This project aims to rate football players using data and statistics recorded from the last match they participated in. Much of the code included in this project can be used for other purposes when working with the Wyscout data set. For example minutes_played.py, fitting_functions.py and KPI_functions.py.
Language:Python 8Rikuhei-ynwa / Generalized-VDEP
Generalized-VDEP. This indicator is published in 2023 MathSport Int.
Language:Python 7
