Here’s the rest of the field. Who's your dark horse? 👀 (2/2)

Here’s the second half of the simulation. Who’s climbing the ladder tonight? 🪜 (2/2)

A massive thank you to @unravelsports.com, @koenvossen.bsky.social, @koenderaad.bsky.social, Dries Deprest, @probberechts.bsky.social and the entire @pysport.org team for their collaboration and for making the Kloppy integration possible.

🚧 Let’s build together!

🔗 𝗗𝗮𝘁𝗮𝘀𝗲𝘁: github.com/ImpectAPI/open-data

📦 𝗞𝗹𝗼𝗽𝗽𝘆: kloppy.pysport.org/

Together with @pysport.org, this dataset is now available through 𝐊𝐥𝐨𝐩𝐩𝐲 and our 𝐝𝐞𝐝𝐢𝐜𝐚𝐭𝐞𝐝 𝐆𝐢𝐭𝐇𝐮𝐛 𝐫𝐞𝐩𝐨𝐬𝐢𝐭𝐨𝐫𝐲.

This release marks an exciting step forward for the open-source football analytics ecosystem. We can’t wait to see what the community creates with this data!

From Marseille and Frankfurt pushing for the top 8 to Kairat finally off the mark with their first point, here’s the rest of the field.

Who’s closing the gap this week? 👀 (2/2)

That's a wrap on our UCL sims! Which team feels like a breakout contender? Drop your thoughts.

Like this? Follow us for more! Curious about our in-depth football data and analytics? DM us or email info@impect.com (2/2)