Topic: soccer-analytics Goto Github

👇 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
User: abhiamishra
Home Page: https://abhiamishra.github.io/ggshakeR/
visualization analysis data-visualization data-analysis soccer-analytics soccer football-analytics r plotting machine-learning

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
clustering soccer-analytics

emunozto / weighted_voronoi
soccer-analytics,Weighted Voronoi
User: emunozto
pitch-control soccer soccer-analytics 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
machine-learning ensemble-model 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 tidymodels tidymodeling tidyverse

marcool11 / footballmanager22-analysis
soccer-analytics,Using python to analyze players' stats and attributes.
User: marcool11
data-analysis footballmanager soccer-analytics soccer-data sports-analytics

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 soccer-analytics statsbomb rshinydashboard r

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
data-science elasticnet exploratory-data-analysis flask gradient-boosting inf161 k-nearest-neighbors lasso machine-learning matplotlib multilayer-perceptron python random-forest regression seaborn soccer soccer-analytics sports-analytics svm university-of-bergen

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

teomores / epl-oracle
soccer-analytics,Predicting EPL results improving the betting odds.
User: teomores
betting dataset facebook facebook-scraper match-prediction premier-league python scraping soccer-analytics soccer-data soccer-matches twitter-sentiment-analysis

tonynaughton / football-scouting-database
soccer-analytics,MySQL database designed to assist with player scouting in football.
User: tonynaughton
mysql database football scouting management er-diagram soccer-analytics data

torvaney / mezzala
soccer-analytics,Models for estimating football (soccer) team-strength
User: torvaney
Home Page: https://torvaney.github.io/mezzala/
soccer soccer-analytics team-strength dixon-coles poisson-regression

trezeguet74 / understatscrapper
soccer-analytics,UnderStat Web Scrapper
User: trezeguet74
football football-data football-dataset soccer soccer-analytics sports-analytics understat