Topic: soccer-analytics Goto Github

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👇 Here are 128 public repositories matching this topic...

abhiamishra / ggshaker

soccer-analytics,An analysis and visualization R package that works with publicly available soccer data

Home Page: https://abhiamishra.github.io/ggshakeR/

visualization analysis data-visualization data-analysis soccer-analytics soccer football-analytics r plotting machine-learning library

arinzecode / nunez-vs-haaland-radar-plot

soccer-analytics,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.

User: arinzecode

data-science data-visualization matplotlib mplsoccer nump pandas fbref football-analytics football-data jupyter-notebooks

clekraus / soccer_analytics

soccer-analytics,Python project trying to facilitate and being a starting point for soccer analytics projects.

User: clekraus

soccer-analytics python wyscout football soccer plotly metrica

cosmoduende / r-ggsoccer

soccer-analytics,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

User: cosmoduende

Home Page: https://link.medium.com/Q2Ue82TYlqb

data-analysis data-analysis-in-r data-analytics ggsoccer package packages r-language r-package r-programming r-programming-projects

dato-futbol / passing-networks

soccer-analytics,A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport

Organization: dato-futbol

soccer football soccer-analytics football-analytics passing-network event-data tracking-data

dato-futbol / xg-model

soccer-analytics,An example of how to create a xG model using R and Wyscout event data

Organization: dato-futbol

Home Page: http://datofutbol.cl/xg-model/

xg-model football soccer data-science analytics wyscout r rstats soccer-analytics football-analytics

davidcamilo0710 / qatar_2022_prediction

soccer-analytics,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.

User: davidcamilo0710

fifa qatar2022 soccer-analytics world-cup adaboost neural-network random-forest sklearn tensorflow tuning

dcaribou / transfermarkt-datasets

soccer-analytics,⚽️ Extract, prepare and publish Transfermarkt datasets.

User: dcaribou

Home Page: https://www.kaggle.com/datasets/davidcariboo/player-scores

soccer-analytics football-data football analytics dataset dbt

diegopastor / awesome-football-analytics

soccer-analytics,A curated list of football analytics awesome resources, articles, books and more!

User: diegopastor

football-analytics soccer-analytics football football-data soccer sports-analytics soccer-data-analysis soccer-data

eddwebster / football_analytics

soccer-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.

User: eddwebster

Home Page: https://www.eddwebster.com

football xg expected-goals statsbomb transfermarkt fbref soccer fifa football-analytics sports-analytics

emildanielsson / player-rating-project

soccer-analytics,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.

User: emildanielsson

python football-analytics football machine-learning regression-models soccer-analytics soccer-data

emredogan7 / soccer-player-archetype-clustering

soccer-analytics,clustering soccer player archetypes by using FIFA 2019 player stats data.

User: emredogan7

soccer-analytics clustering

emunozto / weighted_voronoi

soccer-analytics,Weighted Voronoi

User: emunozto

soccer-analytics soccer pitch-control voronoi

ewenme / understatr

soccer-analytics,fetch understat data

User: ewenme

Home Page: https://ewenme.github.io/understatr

understat football soccer soccer-analytics r rstats

hadjdeh / football-data-analysis

soccer-analytics,Football Data Processing & Visualization

User: hadjdeh

Home Page: https://medium.com/@footsci

football football-analytics football-data soccer-analytics sports-analytics visualization analysis data-visualization

janvanhaaren / champions-league-draw-simulator

soccer-analytics,Simulator for the UEFA Champions League group stage draw.

User: janvanhaaren

football football-analytics soccer soccer-analytics

janvanhaaren / soccer-analytics-resources

soccer-analytics,Collection of references, datasets and software libraries for soccer analytics.

User: janvanhaaren

football football-analysis football-analytics soccer soccer-analysis soccer-analytics

krflorian / soccer_odds

soccer-analytics,Soccer fixtures prediction model. Uses ensemble of different machine learning models to increase prediction accuracy.

User: krflorian

ensemble-model machine-learning soccer-analytics

lnoguera17 / conmebol-analytics

soccer-analytics,End to end data science self-learning project. This work focuses on R, tidyverse and tidymodels ecosystem for data wrangling and modeling.

User: lnoguera17

soccer-analytics tidymodeling tidymodels tidyverse

marcool11 / footballmanager22-analysis

soccer-analytics,Using python to analyze players' stats and attributes.

User: marcool11

data-analysis sports-analytics soccer-analytics footballmanager soccer-data

matheusgatti / soccer-corners-crawler-and-bot

soccer-analytics,It's a crawler for statistics of corners and goals for the future games and a bot for Telegram to send the statistics.

User: matheusgatti

soccer soccer-matches soccer-data soccer-analytics soccer-robot bet365 telegram telegram-bot corners

mcavs / decomposition-of-expected-goal-models

soccer-analytics,This repository consists the supplemental materials of the paper "Decomposition of Expected Goal Models: Aggregated SHAP Values for Analyzing Scoring Potential of Player/Team".

User: mcavs

expected-goals explainable-artificial-intelligence explainable-machine-learning football-analytics shapley-value soccer-analytics xai

ml-kuleuven / etsy

soccer-analytics,Synchronize soccer event and tracking data

Organization: ml-kuleuven

soccer-analytics

ml-kuleuven / soccer_xg

soccer-analytics,A Python package for training and analyzing expected goals (xG) models in soccer.

Organization: ml-kuleuven

soccer-analytics

ml-kuleuven / socceraction

soccer-analytics,Convert soccer event stream data to SPADL and value player actions using VAEP or xT

Organization: ml-kuleuven

soccer-analytics soccer soccer-data sports-analytics

ml-kuleuven / un-xpass

soccer-analytics,Measuring soccer player's creativity

Organization: ml-kuleuven

soccer-analytics

mostafa-nafie / football-object-detection

soccer-analytics,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.

User: mostafa-nafie

computer-vision football football-analytics object-detection yolo yolov8 kmeans-clustering soccer soccer-analytics soccer-data

npranav10 / entries-into-final-third

soccer-analytics,Code and Shiny App to Generate "Entries into Final 3rd" Soccer viz. (StatsBomb event data).

User: npranav10

Home Page: https://npranav10.github.io/blog/entries-into-final-third.html

entries-into-final-third r rshinydashboard soccer-analytics statsbomb

octosport / octopy

soccer-analytics,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.

User: octosport

Home Page: https://www.octosport.io/

football poisson-distribution prediction-model shin-method implied-odds soccer-prediction power-method machine-learning soccer-analytics elo-rating

oguchi-ebube / action-recognition-soccer-players

soccer-analytics,A GUI which enables action classification and labelling of soccer player’s action in a broadcast video based on teams. Focus Areas: dribbling,kicking, running and passing using over 2000 sample images Methodology Create a flask application Connect to the User Interface(React) Use the trained model to process video frames Detect the skeleton(s) in each frame Label each detected skeleton(s) Give live analytics from the processing based on each team. Display the processed frames in a video format for the user. Get real-time action metrics for each team.

User: oguchi-ebube

soccer-analytics action-recognition soccer gui-application opencv openpose

opunsoars / pitchly

soccer-analytics,A python package that is a wrapper for Plotly to generate football tracking and event data plots

User: opunsoars

data-visualization football-analytics football soccer-analytics

orabazu / kicky

soccer-analytics,Soccer analytics on Google Maps ⚽️🏃‍♂️⛳️ (for google maps hackaton)

User: orabazu

Home Page: https://kicky.club/

google-maps soccer-analytics

probberechts / soccerdata

soccer-analytics,⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, FiveThirtyEight, Football-Data.co.uk, FotMob, Sofascore, SoFIFA, Understat and WhoScored.

User: probberechts

Home Page: https://soccerdata.readthedocs.io/en/latest/

soccer soccer-analytics sports-data soccer-data elo-rating espn fbref fivethirtyeight sofifa whoscored

ramislao / scraper-whoscored

soccer-analytics,Webscraper for the website www.whoscored.com using Python and Selenium

User: ramislao

python soccer-analytics web-scraping

regista6 / ea-fc-24-automated-sbc-solving

soccer-analytics,EA FC 24 Automated SBC Solving using Integer Programming ⚽

User: regista6

constraint-programming fifa integer-programming optimization or-tools football football-analytics soccer-analytics fifa-ultimate-team cp-sat

rikuhei-ynwa / generalized-vdep

soccer-analytics,Generalized-VDEP. This indicator is published in 2023 MathSport Int.

User: rikuhei-ynwa

football football-analytics machine-learning soccer soccer-analytics

ryo-n7 / canpl_analysis

soccer-analytics,Provide some examples for creating a data pipeline with the {googledrive} package and Github Actions

User: ryo-n7

Home Page: https://ryo-n7.github.io/2021-09-23-CanPL-GoogleDrive-GithubActions-Tutorial/

github-actions soccer-analytics soccer-data googledrive googledriveapi

sanjeevnara7 / footballpassprediction

soccer-analytics,Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural Networks (GNNs)

User: sanjeevnara7

convolutional-neural-networks deep-learning football-analytics graph-neural-networks neural-network object-detection pass-predictions perspective-transformation pygeometric pytorch

sanjitva / predicting-football-player-transfer-values

soccer-analytics,Flatiron School Capstone project. Trying to find out how well players' on-field performance metrics can be used to predict their transfer values.

User: sanjitva

football soccer soccer-analytics soccer-data football-analytics football-data transfer-market beautifulsoup fbref transfermarkt

sebastianrokholt / soccer-predictions

soccer-analytics,A repository containing the code for a machine learning project about predicting the outcome of soccer matches, including a simple web application built with Flask.

User: sebastianrokholt

machine-learning data-science python flask soccer soccer-analytics elasticnet svm regression exploratory-data-analysis

sidthakur08 / fpl_explore

soccer-analytics,an analytical panel consisting of basic stats for fpl exploration

User: sidthakur08

Home Page: https://fpl-explore.herokuapp.com/

panel analytics-panel stats data-analysis soccer-analytics football-analytics dashboard dash flask fantasy-premier-league

slvler / livescore-service

soccer-analytics,Live Score Client for api-football.com

User: slvler

laravel api-client api-football api-rest laravel-framework soccer soccer-analytics soccer-data soccer-game laravel-rest-api

somdeep / statball

soccer-analytics,Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb

User: somdeep

football football-data statsbomb fbref scraping dotnet dotnet-core soccer soccer-analytics football-analytics

spiideo / soccersegcal

soccer-analytics,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.

Organization: spiideo

machine-learning 3d deep-learning soccer differentiable-rendering segmentation soccer-analytics soccernet camera-calibration pytorch

stalinsantillan / laravel-soccer-compare

soccer-analytics,Soccer player management PWA

User: stalinsantillan

Home Page: https://scoutinglab.pro/

laravel6 football-data football-api paypal-rest-sdk scraping data-scraping stripe-checkout soccer-matches soccer-analytics soccer-data-api

tara-nguyen / english-premier-league-random-forest-analysis

soccer-analytics,Random forest analysis of match statistics and team performances in five seasons of the English Premier League (EPL)

User: tara-nguyen

random-forest premier-league soccer-analytics random-forest-classifier machine-learning supervised-machine-learning web-scraping r data-science data-science-project