Second place in my match report request were Chelsea. A "typical" performance from them, which maybe isn't so bad given the opposition. Full report: twelve.blob.core.windows.net/twelvegpt-repo…

Today we have our annual Department days at Friiberghs Herrgård at lake Mälaren. David Sumpter start the meeting with a lecture on how mathematics can give you an extra edge in any subject!

🌀 𝐩𝐢𝐩 𝐢𝐧𝐬𝐭𝐚𝐥𝐥 𝐮𝐧𝐫𝐚𝐯𝐞𝐥𝐬𝐩𝐨𝐫𝐭𝐬 I’m thrilled to announce today marks the release date of my very own open-source Python package! 𝐮𝐧𝐫𝐚𝐯𝐞𝐥𝐬𝐩𝐨𝐫𝐭𝐬 is designed to transform raw sports data into meaningful insights. 🔗 tinyurl.com/unravelsports

Really great to see this out in the USA. Available from all good bookshops😀

Ever wonder where Expected Goals came from and how they became so popular? Well, you can find out when I get together with Michael Caley on Thursday to talk about it. 8pm CET, 7pm UK, 2pm EST.

I can't be at the Training Ground Guru today, but if you want to see Twelve GPT in action and find out how we work, then drop by our Twelve football stand and Agust, Magnus and Marcus will be happy to do a demo.

On Friday is our second Twelve Day. We have added Spotify's head of personalisation, Oscar Stål, to the line-up. And a "closed doors/no filming" session with recruitment and data experts from some of the world's biggest clubs. Still a few places left: twelve.football/twelve-day

See you in Sweden 🇸🇪. Also accepting some club stash donations for the kids 🤣

For my next talk, in Copenhagen, I am going to have a warm-up band! And there is a DJ afterwards. I'm really going to have to bring something special when I talk about mathematical thinking to follow-up on that. scienceandcocktails.org/en/events/cope…