fbref 开源项目推荐（45 个）

eddwebster /football_analytics

📊Edd Webster（@eddwebster）的足球分析项目、数据和分析的集合，包括足球分析社区发布的公开可用资源的精选列表。

probberechts /soccerdata

搜索来自Club Elo、ESPN、FBref、Football-Data.co.uk、Sofascore、SoFIFA、Understat和WhoScored的足球数据。

JaseZiv /worldfootballR

一个用于从FBref、Transfermark、Understat提取世界足球（足球）数据的包装器

withqwerty /reep

足球实体注册。在Transfermarkt、FBref、UEFA、Sofascore和25+数据提供商中绘制球员、球队和教练身份的地图。

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.

somdeep /Statball

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

lorenzodb1 /fbrefdata

⛏⚽ Scrape soccer data from FBref.

jeffreyohene /kickR

Scrape and analyze FBREF data with kickR.

arinzecode /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.

GuechtouliAnis /Football-Data-Scraping

A Jupyter Notebook project to scrape detailed football data from FBref, covering various leagues. The repository includes both the data collection process and a final cleaned dataset for immediate use in analysis. Ideal for football data science projects, including xG, passing metrics, and tactical insights.

kamolmachine /football-stats-data

A simple package providing football data

mrmorgan17 /PLXG

Predicting match eXpected Goals (XG) for Premier League teams

garyldavis /FBref-Big-5-League-Merge

Scraping FBref data and merging it into one CSV file

erdemalti0 /fbref_scraper

Football data scraper for fbref.com — extracts match reports, player, club and league stats (standings, fixtures, leaderboards) as JSON using a real Chrome browser.

AinaRazafinjato /football_history

⚽ App Django pour visualiser scores et calendriers des matchs de football obtenus par web scraping. Extraction depuis FBref, ETL personnalisé et stockage SQLite. Focus Premier League, architecture évolutive. 🏆 #Python #Django #WebScraping #FootballData

omkarcloud /sofascore-scraper

Sofascore Scraper gets you Sofascore data ⚡ fast, 🎯 100% accurate and 🔍 ridiculously detailed — as clean JSON. 1,000 free calls/month ❤️

edub966 /EDA-of-Top-5-European-Football-League-Data

Player power score model across the Top 5 European leagues (2017–2024) — EDA, position-based scoring pipeline, and team analysis. WIP.

yash-srivastava19 /fbref2pandas

A scraper that directly gives football(not soccer) data from FBRef website directly to Pandas dataframe. Major teams and leagues supported.

ProntoSbinalla /Football-Capstone

📊 Interactive Tableau dashboard analyzing team-level performance across the top 5 European football leagues using FBref data.

YamenRM /UCL-Prediction-Tool

A machine learning pipeline that predicts UEFA Champions League and Big-5 domestic league match outcomes (Home / Draw / Away), built end-to-end from raw web scraping through a trained, evaluated, and served prediction model.