football-analytics
There are 28 repositories under football-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 1761 diegopastor / awesome-football-analytics
A curated list of football analytics awesome resources, articles, books and more!
- 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.
ZOXEXIVO / football-simulator
Football simulation engine (like Football Manager) written in pure Rust
Language:Rust 103- xg-model
Dato-Futbol / xg-model
An example of how to create a xG model using R and Wyscout event data
Language:R 72 huffyhenry / sync.soccer
Synchronise event and tracking data using dynamic programming
Language:Haskell 57A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport
Language:R 44Slothfulwave612 / Football-Analytics-With-Python
A repository for football analytics
Language:Jupyter Notebook 39- pldashboard
tom-draper / pldashboard
A Premier League football dashboard.
Language:Python 30 Regista6 / EA-FC-24-Automated-SBC-Solving
EA FC 24 Automated SBC Solving using Integer Programming ⚽
Language:Python 29saheedniyi02 / fpl-ai
A machine learning system that predicts fpl points of players
Language:Jupyter Notebook 28- 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 hadjdeh / football-data-analysis
Football Data Processing & Visualization
Language:Jupyter Notebook 24mjk2244 / pro-football-reference-web-scraper
Web scraper to retrieve player and team data from Pro Football Reference.
Language:Python 24somdeep / Statball
Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb
Language:C# 18sanjeevnara7 / FootballPassPrediction
Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)
Language:Jupyter Notebook 17Simulator for the UEFA Champions League group stage draw.
Language:Jupyter Notebook 16tanjt107 / football-prediction
A multiplicative rating model for football written in Python
Language:HCL 13AndresNavarrete / football_predictor
Prediction of Premier League results using Machine Learning
Language:Python 12opunsoars / pitchly
A python package that is a wrapper for Plotly to generate football tracking and event data plots
Language:Python 10sidthakur08 / fpl_explore
an analytical panel consisting of basic stats for fpl exploration
Language:Python 10nlarki / Fantasy-League-Pipeline
Creation of a Fantasy Premier League data pipeline for analysis of both team & player performance. Technologies include, dbt, Prefect, Terraform & docker
Language:Python 9TacticsBadger / MonteCarloFootballMatchSim
Predicting the outcomes of football matches using Monte Carlo simulations.
Language:Python 9sdelquin / laliga-data
Scraping data from spanish football La Liga website
Language:Python 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 7- modelling-football-scores
imarranz / modelling-football-scores
My aim to develop a model that predicts the scores of football matches. My code (python) implements various machine learning algorithms to analyze team and player statistics, as well as historical match data to make informed predictions.
Language:Jupyter Notebook 7 Rikuhei-ynwa / Generalized-VDEP
Generalized-VDEP. This indicator is published in 2023 MathSport Int.
Language:Python 7arinzecode / Nunez-vs-Haaland-Radar-Plot
The top teams in the English Premier League in the 2021-22 season, Manchester City and Liverpool FC, have gone ahead during this off season to add classic NO.9s to their already stellar attack options. Let's see how these two player stack up against each order using radar plot. Data source is FBref via Statsbomb.
Language:Jupyter Notebook 5Mostafa-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 5n-roth12 / DFSLineupOptimizer
A Python project for generating NFL daily fantasy contest lineups.
Language:Python 5sathishprasad / Football-Analytics-with-python
This repository will contain all sorts of basic visualisation to step into the world of football analytics
Language:Python 5TuringNPcomplete / football-Analytics
Jupyter notebooks of the github.com/Friends-of-Tracking-FoTD/LaurieOnTracking
Language:Jupyter Notebook 5AnshChoudhary / xGModel
This repository contains code to predict the Expected Goals (xG) from shots in football using various machine learning models.
Language:Jupyter Notebook 4Gnyblast / Futsal-Team-Builder
This is an application to generate random but as balanced as possible teams for playing football. As much as it tries to make balanced teams, there is always some randomness in the code, so that things will get generated differently everytime. Which brings us to a point that might never exactly balanced but as close as possible.
Language:TypeScript 4muhammadtalhasami / Football_management_system
Football management system DBMS python GUI project repository
Language:Python 4