• StatsBomb Open Data
• SkillCorner Open Data
• Football Data
• Understat
• SofaScore
• footballxG
• DataHub Collection
• FiveThirtyEight Club Ranking
• Canadian Premiere League - Centre Circle Data
• Free open public domain football data
• Joe Kampschmidt's Guide to Football/Soccer data and APIs
• SofaScore

APIs

• football-data.org

Papers

• ggsoccer
• codeball
• Socplot
• soccerAnimate
• PCA-based model to find similar players
• Football Slices
• Play by Metrica Sports

APIs

• StatsBomb's Articles
• Soccernurds
• Eighty Five Points
• Space Space Space Letter
• American Soccer Analysis
• Get Goalside!
• Eoin Obrien
• Mark's Notebook
• One nil
• Soccernurds
• One nil

Highlighted-Blog-Posts

• Using Data to Analyse Team Formations

Papers

• A Data Driven Goalkeeper Evaluation Framework
• Choke or Shine? Quantifying Soccer Players' Abilities to Perform Under Mental Pressure
• Decomposing the Immeasurable Sport: A deep learning expected possession value framework for soccer - player spatio-temporal dynamics) within Markov models (for explainability)." |
• Training Schedule Confounds the Relationship between Acute: Chronic Workload Ratio and Injury
• Wide Open Spaces: A statistical technique for measuring space creation in professional soccer
• The Pressing Game: Optimal Defensive Disruption in Soccer
• Multifractal Analysis of Movement Behavior in Association Football

Papers

• The Expected Goals Philosophy
• Soccernomics
• The Numbers Game
• Soccermatics
• Basketball on Paper
• The Expected Goals Philosophy

Papers

• UPPSALA UNIVERSITET's Mathematical Modelling of Football
• StatsBomb's Resource Centre
• Barca Innovation Hub's courses

Free to Watch

• Footballia
• K-league - league matches and other Football content |
• Championnat National 1
• German Football
• Regionalliga
• Spanish Segunda División
• Erovnuli Liga
• Singaporean Premier League
• Thai League
• Malaysian League
• New Zealand Championship

Pay to watch

• Footers - demand |
• Footers - demand |