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Football data (recruitment, player rankings & league comparisons) - Aurel Nazmiu #56This video is sponsored by In-Play Online! Tag and analyse your sports videos like the professionals. All from just £10/month!Check it out here: https://in-playsports.com/software/individuals Use code YOUTUBE for an extra 10% discount!◽️◽️◽️◽️◽️◽️Todays guest is Aurel Nazmiu, a senior data scientist at The Twenty First Group. I ask Aurel about his journey into sports analytics but then we dive into some of the interesting projects that he and the rest of his team have been working on.We speak about recruitment, league rankings and models, player ratings and much more.Timestamps below, have you subscribed yet?0:00 - Introduction2:19 - Aurel joins and gives background5:02 - Starting out with blogging7:34 - The Twenty First Group12:13 - What does Aurel do as a data scientist?16:42 - Performance intelligence, recruitment, player rankings24:53 - Head coach recruitment29:29 - Working with Team Europe for the Ryder Cup32:41 - Using data in a commercial setting36:00 - Ranking and comparing leagues/teams43:36 - Live league projection models47:13 - Some data around Euro 202454:52 - How the data landscape has changed, what does the future look like?58:47 - Some advice for Aurel1:02:01 - Podcast & book recommendations, PL predictions, wrap upFind Aurel on Twitter/X: https://x.com/AurelNzCheck out The 21st Group: https://www.twentyfirstgroup.com/ Other episodes mentionedTom Worville: https://www.youtube.com/watch?v=F9z-V4g3dh8Sam Gregory: https://www.youtube.com/watch?v=x-aDJXkYOOEJames Wilson (Golf Analyst): https://www.youtube.com/watch?v=yHw1X-8JIhgBooks mentionedThe Signal and the Noise: https://amzn.to/3YjbFyOSoccernomics: https://amzn.to/3LJqwLdThe Numbers Game: https://amzn.to/4fqtTVeDone Deal: https://amzn.to/3y8e6cZ◽️◽️◽️◽️◽️◽️CONNECT WITH ME🌎 Website: https://www.chris-gill.com 👨🏼‍💻 LinkedIn: https://www.linkedin.com/in/chrisgilluk/ 🎙️ Spotify: https://open.spotify.com/show/5ZocCdjxjdVJZjO4UNNNew 🆇 X/Twitter: https://x.com/chrisgill_UK FREE RESOURCES📋 Football CV Template – https://cvtemplate.chris-gill.com/download 📝 Cover Letter Template - https://coverletter.chris-gill.com/download 📚 Ultimate list of sports analysis/coaching books - https://books.chris-gill.com/download PAID RESOURCES🐍 Learn PYTHON for football analysis – https://courses.mckayjohns.com/courses/football-analytics-course?ref=3f7c5c ⚽️ Football Analysis Education (Gill10 for 10% off) – https://apfa.io/course/ref/chrisgill_UK/ 📊 Become a data analyst with Data Camp: https://datacamp.pxf.io/WqBZGA