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martineastwood.co.uk
It's been a while but I've written a new article for my blog looking at how to calculate Expected Threat (xT) in football / soccer analytics using linear algebra.

pena.lt/y/2025/01/08...

#python #DataScience #SoccerAnalytics
Calculating Expected Threat in Python Using Linear Algebra
This article walks through how to calculate expected threat in Python using linear algebra instead of the original convergence method...
pena.lt
January 8, 2025 at 8:04 PM
3rdlens.bsky.social
Guess who's back... back again… It’s now EPL Matchups! 📊

Bringing you next-level soccer analysis to deepen your love for the game and grow together as fans. Join me in uncovering insights, and learning more about the beautiful game we love. ⚽
#EPLMatchups #SoccerAnalysis #SoccerAnalytics
January 23, 2025 at 5:12 PM
hadisotudeh.bsky.social
Last week, I successfully defended my #PhD thesis in #SoccerAnalytics at @ethz.ch, concluding a four-year journey 🎓⚽

linkedin.com/posts/hadiso...
#phd #socceranalytics #football #university #thesis #soccer #football #socceranalytics #footballanalysis #formation #footballdata #ethzurich #footballscouting #videoanalysis #performanceanalysis… | Ha...
Yesterday, I successfully defended my #PhD thesis in #SoccerAnalytics at ETH Zürich, concluding a four-year journey ⚽💻 The presentation focused on "Identification of Team Tactical Formations and Play...
linkedin.com
December 9, 2025 at 10:19 AM
obolli.bsky.social
Rebuilding #buildinpublic mondaystats after years, my bachelor thesis project leveraging data visualization and ai for everyone in #football, just finished the overview and box and whisker charts #socceranalytics and #datavisualization would love your feedback :-)
June 8, 2025 at 7:10 PM
obolli.bsky.social
Rebuilding my theses Project from #ethzurich Mondaystats from the ground up. Would love to connect with anyone here in #football #socceranalytics #datascience or #sportsanalytics in general 🤗
April 24, 2025 at 5:16 AM
soccernet.bsky.social
⚽️🏟️🎥 Greetings from an iconic location that will be featured in our #SoccerNet Challenges 2025 video!🌟

Can you name this legendary stadium? 👀
Hint: It’s currently in the final stages of its reconstruction! 🚧✨🇪🇸

#SoccerAnalytics #CVPR2025 #AI #ComputerVision
December 3, 2024 at 8:07 PM
y3tii.bsky.social
I want to improve in my story telling with data.

My two main hurdles are:
1) contextual knowledge
2) Showing more information without cluttering design

youtu.be/_GG9X-Q16vU?...

#DataScience
#Python
#DataAnalytics
#SportsAnalytics
#FootballAnalytics
#SoccerAnalytics
#MachineLearning
#Analytics
How to Build a Pass Network in Python ⚽ (Football Data Tutorial)
YouTube video by Analytica FC
youtu.be
April 8, 2026 at 1:35 AM
3rdlens.bsky.social
Proud to announce our first international competition with 3rd Lens Soccer Analytics! ⚽️📊

We’re heading to Madrid for the Mad Cup U19 Invitational. ✈️🏟️

Group D 🎯

Grateful for the chance to rep on the global stage! 🇪🇸🔥

#MadCup2025 #SoccerAnalytics
#DataDrivenDevelopment
June 2, 2025 at 3:12 PM
karensanchez.bsky.social
⚽️🤖🚀 We’re ready for the 𝘬𝘪𝘤𝘬-𝘰𝘧𝘧 of the 𝐒𝐨𝐜𝐜𝐞𝐫𝐍𝐞𝐭 𝐂𝐡𝐚𝐥𝐥𝐞𝐧𝐠𝐞 5th Edition!
🌍✨Join us in the 2025 edition of this amazing community where AI meets soccer. Stay tuned for exciting updates! #CVPR2025 #SoccerAnalytics #AI
November 24, 2024 at 10:50 AM
y3tii.bsky.social
Chess + Voronoi Diagram + Positional Play = Spatial Control

I discuss Chess + Voronoi and how they relate to soccer tactics: youtu.be/04yjwqBuu18htt…#SportsAnalyticsc#FootballAnalyticsc#SoccerAnalyticsc#DataSciencec#pythonon
https://youtu.be/04yjwqBuu18htt…
April 28, 2026 at 6:54 PM
tum.de
Ever wondered how AI is used during the 2026 #WorldCup? ⚽️ In an interview, sports informatics expert Daniel Link explains skeletal data, match analysis and the role of #AI in #SoccerAnalytics: go.tum.de/944281

📷Dziurek / iStock
“AI is just one small part of the wider world of football analytics”
Sports informatics expert Professor Daniel Link explains how motion data for every individual body part can be used in game analysis.
go.tum.de
July 10, 2026 at 2:17 PM
lorenzocascioli.bsky.social
Huge thank you to @statsbomb.com for providing the data and for organizing a great conference at Fulham Pier!

w/ @allen-wang21.bsky.social Luca Stradiotti Maaike Van Roy @probberechts.bsky.social Arne Jaspers @maximwouters.bsky.social @jessejdavis.bsky.social

#SoccerAnalytics #FootballAnalytics
December 22, 2025 at 12:11 PM
kubeia-io.bsky.social
Kubeia now features xT (Expected Threat) stats on game pages. Analyze the impact of every play with this advanced metric. ⚽📊 #xT #ExpectedThreat #SoccerAnalytics #FootballStats
Kubeia xG (expected goals) and xT (expected Threats) presentation
December 12, 2024 at 9:44 PM
gamblersruin72.bsky.social
Our latest SPECTRA AI analysis for DC United vs Nashville SC is live. Using machine learning, Davidson Elo, Poisson modeling, Monte Carlo simulations, and advanced market analysis, the model found a result that might surprise you.

youtu.be/B2ceMlpUC5g?... #MLS #SoccerAnalytics #SPECTRAAI
CF Montréal vs New England Revolution | SPECTRA AI Prediction |
YouTube video by The Gambler's Ruin Project
youtu.be
July 28, 2026 at 11:09 PM
jessejdavis.bsky.social
This is a reminder that you can still register for our #socceranalytics symposium. We have a great set of speakers!

www.kuleuven.be/liss/events/...
LISS Football Analytics Symposium
On the evening of 23 April 2026, LISS and the DTAI Sports Analytics Lab will host the Football Analytics Symposium. During this symposium, international speakers will share insights on the use of mach...
www.kuleuven.be
March 31, 2026 at 12:54 PM
3rdlens.bsky.social
🏆🔥 UNDEFEATED IN VEGAS! 🔥🏆

RSL AZ N U19 finished with 3 wins & 1 draw at the Las Vegas College Showcase! 💪⚽

🔹 Possession-focused play (58% avg)
🔹 DEFENSE (only 6.5 shots conceded per game)
🔹 Relentless attack (15 attempts per match)

Huge shoutout to the team! 🚀💯

#RSLAZ #SoccerAnalytics #College
March 12, 2025 at 3:14 PM
c-hoell.bsky.social
🏆England has won the trophy!
According to my mathematical model, they have neither been the strongest nor the best-performing team. But in the end, Spain did not manage to beat them, not in the game and not in the penalty shootout. #weuro #euro2025 #SoccerAnalytics #DataAnalysis
Final strengths after EURO 2025. Colors indicate whether a team increased (blue), maintained (grey), or diminished (red) their base odds. ESP: 9.1 (grey), FRA: 7.6 (blue), ENG: 6.9 (grey), SWE: 5.6 (blue), GER: 4.5 (grey), ITA: 3.7 (blue), NOR: 3.4 (grey), NED: 3.1 (red), SUI: 2.2 (grey), BEL: 2.2 (grey), POL: 2.2 (red), POR: 2.1 (red), DEN: 2.0 (red), ISL: 1.9 (red), FIN: 1.3 (blue), WAL: 1.0 (red). A plot of perfomance versus base odds. Performance here is measured by the sum of scored points weighted with the final base-odds number of the opponent. Two clusters are indicated. Red comprises the strong, well-performing teams with eight and more weighted points: Spain, France, Sweden, England, Germany, Italy. Grey is the rest, which scored zero to six weighted points.
July 28, 2025 at 9:48 AM
tipsterexpert.bsky.social
Sistema Patent ( 3 Partite) Conference League 21/07/26 #UECL #Patient #bettingtips #socceranalytics #betbuilder #sistemicalcio

tipsterexpert.it/sistema-pate...
Sistema Patent ( 3 Partite) Conference League 21/07/26
Sistema Patent su 3 eventi: Göteborg-Levadia, Floriana-Drita, Atert Bissen-Gyor. Quote, statistiche e value bet per massimizzare il rendimento. Patent UEFA Conference League 21 Luglio 2026: Analis…
tipsterexpert.it
July 20, 2026 at 10:22 PM
dailyscore24.com
Argentina's structural adjustments in wide areas bypassed Egypt's low block to rescue a 3-2 tactical battle. #SoccerAnalytics #WorldCup2026 #TacticalBreakdown
How does this match compare to Argentina's historical struggles against disciplined low blocks?
July 7, 2026 at 7:27 PM
gamblersruin72.bsky.social
Before the Whistle: Aston Villa vs Fulham | SPECTRA AI Match Prediction. Before the Whistle, powered by SPECTRA AI, breaks down Aston Villa vs Fulham at Villa Park.
youtube.com/shorts/9eTkk...
Before the Whistle: Aston Villa vs Fulham | SPECTRA AI Match Prediction #epl #mls #socceranalytics
YouTube video by Before the Whistle
youtube.com
September 24, 2025 at 4:38 PM
gamblersruin72.bsky.social
Before the Whistle: Aston Villa vs Fulham | SPECTRA AI Match Prediction. Before the Whistle, powered by SPECTRA AI, breaks down Aston Villa vs Fulham at Villa Park. And yes, she is an Avatar, and no she does not want to date! youtube.com/shorts/9eTkk...
Before the Whistle: Aston Villa vs Fulham | SPECTRA AI Match Prediction #epl #mls #socceranalytics
YouTube video by Before the Whistle
youtube.com
September 24, 2025 at 12:21 PM
gamblersruin72.bsky.social
Before the Whistle – West Ham vs Crystal Palace. Welcome to The Gambler’s Ruin Project, powered by SPECTRA Technology (EPL Version 5.0.3). In this episode, we break down the numbers and storylines ahead of West Ham United vs Crystal Palace at the London Stadium. youtube.com/shorts/BmR8U...
Before the Whistle – West Ham vs Crystal Palace #mls #socceranalytics #epl
YouTube video by Gambler's Ruin
youtube.com
September 15, 2025 at 8:41 PM
treymathis.bsky.social
#WorldCup #SportsBusiness #FootballIndustry #SoccerAnalytics #SportsOps #SportsManagement #TeamStrategy #GlobalFootball #SportsLeadership #FootballMarketing #FanEngagement #SoccerBusiness #SportsCareer #FootballInsights #SportsInnovation
February 21, 2026 at 12:31 AM
soccerwithbrian.bsky.social
Player profile: Hunter Sulte

Please share, like, comment, and provide any and all feedback you would like.

I'm looking to build my portfolio ad provide these insights to clubs looking to grow their scouting teams

substack.com/@soccerwithb...

#Soccer #Football #SoccerAnalytics #FootballScouting
August 3, 2025 at 5:55 PM