JK @_JKDS_
Data Scientist - Football data analytics and vis jakeyk11.github.io London, England Joined June 2022-
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📊 Championship Justice League League table standings based on total expected points (xPts). Leicester are the biggest over-performers Coventry are the biggest under-performers
🆕🧑⚖️ Premier League: Justice League What would the league table look like based on expected points?
We know that goals vs. xG can indicate how effective a team are at taking chances. In a similar way, xG vs. xT can tell us how effective a team are at converting their ball progression & threatening offensive play into good quality chances. Everton score best based on this…
📊What types of pass do Liverpool use to create chances! Visualising the 5 most common pass clusters for each of the 6 passes made prior to in-play shots (over the previous 3 seasons) Right side dominant as expected!
So pleased to have had some of my work featured in a Tifo video! (6m:35s) Well worth a watch - brilliant lesson on how to use data in football & understand its pitfalls/limitations. Huge thanks to @Jon_Mackenzie - perfect surname pronunciation too, which doesn't happen often!
So pleased to have had some of my work featured in a Tifo video! (6m:35s) Well worth a watch - brilliant lesson on how to use data in football & understand its pitfalls/limitations. Huge thanks to @Jon_Mackenzie - perfect surname pronunciation too, which doesn't happen often!
🇧🇪 Liked the look of Doku today... Extremely direct, regularly beats opposing full-back, clinical, & comfortable playing on either wing. Highlighted below through comparing his 22/23 season to Mahrez (who he arguably "replaces"), with underlying metric distributions shown.
🆕📊How do Barcelona create chances? This brand new viz looks at common possession chains that lead to shots on goal. Each of the six passes prior to a shot are grouped and clustered, then the five most common pass types are displayed
VisualGame @avisualgame
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34 Followers 103 FollowingI wrote this piece a few weeks ago, using data to see which teams profile most similarly to #LFC. Encouragingly, Arne Slot's Feyenoord were among the top five on the list! High-energy, high-possession, direct attacking football. @TheAthleticFC 👇 theathletic.com/5309632/2024/0…
@_JKDS_ thanks mate .... still learning from the best
#30DayChartChallenge Newcastle VS Spurs Shot Map Report ......credits to @_JKDS_ 💪
Great learning from @_JKDS_ cc @mplsoccer_dev & @matplotlib #30DayChartChallenge #lfc #YNWA
Another shout-out for a piece I wrote on the @StatsBomb blog this week about identifying Attacking Overloads using data...
Attacking Overloads, Premier League 2023/24 Identifying Attacking Overloads And Measuring Their Impact 🔽 statsbomb.com/articles/socce…
This week I went to the Opta forum. It was amazing and a bit scary how many people are using mplsoccer at clubs. One analyst asked how I designed it so a quick thread. 1/
Romero is a joke
Haven't posted for a long time! Bringing back a favourite for the international break... 🧙♂️Premier League threat creators. Top in-play threat creator from each zone of the pitch. Minimum 900 mins played (1/4)
Just look at Romero, man. I just wish everyone would admit how good he is at football.
Haven't posted for a long time! Bringing back a favourite for the international break... 🧙♂️Premier League threat creators. Top in-play threat creator from each zone of the pitch. Minimum 900 mins played (1/4)
I was planning on releasing the Complete Football Analytics Course in Python on March 28th I've had some things come up that have made it difficult to get everything recorded so I'm going to push it back a week This will allow me to finish everything and get everything ready!
Who’s that at the very top middle of the image
Haven't posted for a long time! Bringing back a favourite for the international break... 🧙♂️Premier League threat creators. Top in-play threat creator from each zone of the pitch. Minimum 900 mins played (1/4)
@_JKDS_ The tilted axis so the “best” data is highest is so sick
A dream came true today, as I got the chance to present at the #OptaForum. I couldn't mention it in my talk, but the Football Analytics community & all the people who've interacted with my work on twitter have been a massive reason why I was able to get to this stage. Thank you
@_JKDS_ @KeneCFC @CFCHorpe_ @kofoworola__a nicolas jackson and misha... we might be back
Brilliant day in London for the @OptaPro Forum. Great to meet and talk to so many experts and passionate data people.
@kimmoFC x.com/_JKDS_/status/…
Haven't posted for a long time! Bringing back a favourite for the international break... 🧙♂️Premier League threat creators. Top in-play threat creator from each zone of the pitch. Minimum 900 mins played (1/4)
Basically this thread screams to me that if Doku starts putting quality passes/crosses on the end of these he'll be insane, that lil lack of quality at the end is what's hurting him atm