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⚽📈 A curated list of awesome resources related to Soccer Analytics.

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Awesome Soccer Analytics Awesome

A curated list of awesome resources related to Soccer Analytics in english and spanish.

Contents

Blogs & Websites

Books

Companies

Data Providers

Tracking

Video Analysis - Performance Analysis

Data

Datasets

  • [A public data set of spatio-temporal match events in soccer competitions]
  • European Soccer Database: Free - .sqlite - 25k+ matches, players & teams attributes for European Professional Football
  • engsoccerdata: Free - .csv - English and European soccer results 1871-2017
  • football.csv: Free - .csv - Historical soccer results in .csv format
  • football.db: Free - database - A free and open public domain football database & schema for use in any (programming) language (e.g. uses plain datasets).
  • PlusMinusData: Free - R package - Play by play data from espn.com and sofifa.com
  • Rec.Sport.Soccer Statistics Foundation: Free- database - Historical league tables and football results
  • RoboCup Soccer Simulator: Free - .csv - RoboCup Soccer Simulator Data
  • Soccer Video and Player Position Dataset: Free - .csv - Dataset of elite soccer player movements and corresponding videos
  • StatsBomb Open Data: - Free - JSON - Competitions and matches (with events)
  • wosostats: Free - .csv - Data about women's soccer from around the world.

APIs

  • BDFUTBOL: Paid - Historical football results, players and teams data
  • ClubElo: Free - Historical ELO rankings for european soccer.

Other resources

Education

Events & Conferences

Open Source Libraries

Visualisation

  • ggsoccer - (R) Plot Opta-style soccer event data in R/ggplot2.
  • PlusMinusModels - (R) This package fits plus-minus models for sports data.
  • PyFootballPitch - (Python) Functions to draw a football pitch in various available styles for matplotlib and bokeh.
  • SBpitch - (R) Creates customisable plots of pitches in ggplot2 that allows event data to be plotted on top.
  • socceraction: (Python) - Convert existing soccer event stream data to SPADL and value player actions
  • soccermatics - (R) Tools for visualisation and analysis of soccer spatiotemporal data.
  • Tracking-Data - (R) Plots soccer tracking data.

Others

  • Expected-Goals-Model - (R) Expected Goals Model.
  • extending-xG-gain - (R) An attempt to extend xG gain.
  • Football-crunching - (Python) Some soccer analysis.
  • passing-networks - (R) Tools to create team passing networks from soccer passing data.
  • regista - (R) Package for performing some of the common modelling tasks in soccer analytics.
  • simulated-walks - (R) Simulate movement of football players using a random walk rule.
  • statsbomb-parser - (Python) Convert StatsBomb's JSON data into easy-to-use CSV format.
  • statsbomb_python - (Python) Python Package for using Statsbomb IQ dataset.
  • StatsBomb_WomensData - (R) Utilising the free women's football data supplied by Statsbomb to help explore and teach football analytics.
  • xyFootyPy - (Python) Introduction to working with Positional Data - Using RoboCup 2D Simulation Data.

Podcasts

Tools & Projects

Twitter Accounts

Data Scientists - Data Analysts

Others

Videos

Miscellaneous

Contribute

Contributions are always welcome! Send me a pull request.

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