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Potterlytics

@potterlytics.bsky.social
153 followers 102 following 57 posts

A journey into the statistical anguish and disappointment that is Stoke City FC. Try my Championship Data app at championshipdata.streamlit.app Run by @gweaver.bsky.social

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Stefan Bienkowski @sbienkowski.bsky.social · 08/01/2025
PSR has underlined how badly run most of them are.
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mark thompson @markposts.bsky.social · 01/01/2025
This post is about 'possession adjusting' defensive stats, but really it's about - exorcising past demons - the extent to which making player statistics comparable to each other is a science vs a craft - extended metaphors get-goalside-newsletter-archive.beehiiv.com/p/possession...
get-goalside-newsletter-archive.beehiiv.com
Possession is not nine-tenths: analysis into possession adjusting
Defensive statistics in football are difficult to parse. Is adjusting for a team's possession share the answer? And can data for players ever fully be comparable?
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Potterlytics @potterlytics.bsky.social · 31/12/2024
I'd say, don't look too much into where Coventry are this season as a measure of Robins as a manager. I'm not saying it's perfect or even that it could work at Stoke, but simulating all Championship shots this season 100,000 times, Coventry are not a bottom half side.
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Potterlytics @potterlytics.bsky.social · 27/12/2024
On performances, you really can’t argue with that as a sacking.
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Potterlytics @potterlytics.bsky.social · 27/12/2024
“The entirety of Stoke City’s plan for the club hinges on a Fear of Missing Out. ‘What are ‘good’ clubs doing? Brighton are doing data scouting, let’s get one of them in, but only for a few months because we’ll have a different structure next summer.’” potterlytics.blog/2024/12/19/l...
potterlytics.blog
Lessons In Stagnation: An Unhinged Data-Driven Rant About Stoke City
Well, it just gets worse and worse, doesn’t it. For the second season in a row it feels like a fixture against Sheffield Wednesday, after a poor run of results that followed a pretty lucky/un…
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Potterlytics @potterlytics.bsky.social · 27/12/2024
From the piece I wrote on Schumacher's sacking: "For my pessimistic side it feels inevitable that this ends as every other revolution has, first a sacked Head Coach & a new style of play, then a sacked Sporting Director and promises of a ‘new approach’ & ‘lessons learned’." 1/2
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Potterlytics @potterlytics.bsky.social · 27/12/2024
Just to update: Since relegation, Stoke have had: 4 Managers 2 Head Coaches (soon 3) 12 Assistant Managers (soon to be 13) 1 'Technical Board' 1 Sporting Director 3 Technical Directors 1 Director of Football 1 Head of Football Operations 2 Chief Scouts 2 Heads of Recruitment
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Potterlytics @potterlytics.bsky.social · 26/12/2024
Domination from Leeds. Stoke's inability to cover passing lanes out of possession exposed by a quality side.
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Potterlytics @potterlytics.bsky.social · 19/12/2024
"The entirety of Stoke City's plan for the club hinges on a Fear of Missing Out. There's no issue with learning from what successful clubs are doing, but it's never done with a depth of understanding of why those ideas are working at those clubs." potterlytics.blog/2024/12/19/l...
potterlytics.blog
Lessons In Stagnation: An Unhinged Data-Driven Rant About Stoke City
Well, it just gets worse and worse, doesn’t it. For the second season in a row it feels like a fixture against Sheffield Wednesday, after a poor run of results that followed a pretty lucky/un…
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Potterlytics @potterlytics.bsky.social · 19/12/2024
"The entirety of Stoke City's plan for the club hinges on a Fear of Missing Out. There's no issue with learning from what successful clubs are doing, but it's never done with a depth of understanding of why those ideas are working at those clubs." potterlytics.blog/2024/12/19/l...
potterlytics.blog
Lessons In Stagnation: An Unhinged Data-Driven Rant About Stoke City
Well, it just gets worse and worse, doesn’t it. For the second season in a row it feels like a fixture against Sheffield Wednesday, after a poor run of results that followed a pretty lucky/un…
581
Reposted by Potterlytics
Jeff Rueter @jeffrueter.bsky.social · 18/12/2024
Choupo-Moting is the latest in a surprising run of Stoke City's 2017-18 squad coming to MLS: - Xherdan Shaqiri - Ryan Shawcross - Geoff Cameron - Tom Edwards - Bojan Krkić - Eric Maxim Choupo-Moting Stoke finished 19th that year. More awestruck by this trend than the mid-2010s Barcelona pipeline.
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Potterlytics @potterlytics.bsky.social · 16/12/2024
As far as I can find, no Championship goalkeeper since they started recording Post-shot xG - a measure of how difficult a shot is to save - has come close to how good Viktor Johansson has been for Stoke this season. An average shot-stopper would have conceded *11* more goals this season than he has
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Potterlytics @potterlytics.bsky.social · 15/12/2024
An upcoming piece this week. It won't be nice, but just as a quick preview: I simulated every shot in the Championship 100,000 times: In *99,700* of those simulations, Stoke conceded more goals than in real life. A mixture of luck & Johansson, you can't rely on those forever.
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Potterlytics @potterlytics.bsky.social · 11/12/2024
Well, If you're wondering why Stoke fans are so concerned, and wondering why Narcís Pèlach had to come out and say he was changing some things in the defensive structure, erm... This is why. That spike in xG against is gigantic, on already appalling underlying numbers.
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Potterlytics @potterlytics.bsky.social · 04/12/2024
Absolutely great to see Arsenal playing with a rest defence made up entirely of 6’+ centre halves, a couple of quick wingers and scoring through blocking in set pieces. Pulis laughing.gif
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Potterlytics @potterlytics.bsky.social · 04/12/2024
Spotted that Tom Cannon has been nominated for Player of the Month. His shots & passes for November below. I'm not really sure I get this nomination from my end. 3 open play big chances, just the one open play goal. Not awful, but is it award-worthy? Can't look past Borja Sainz for this, surely?
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Potterlytics @potterlytics.bsky.social · 02/12/2024
Delighted to announce two new features on my web app! championshipdata.streamlit.app Chalkboard: Show passes with arrows on a pitch. Fully customisable data as shown below! Heatmap: Show the start/endpoints of passes as a coloured heatmap, compared with the league average or just with other zones
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Reposted by Potterlytics
George Weaver @gweaver.bsky.social · 02/12/2024
Update to championshipdata.streamlit.app! Check out the new chalkboard maps for passes, and the heat maps too! Any comments and help appreciated, now to work on streamlining it all and getting that processing speed up.
championshipdata.streamlit.app
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Potterlytics @potterlytics.bsky.social · 02/12/2024
Delighted to announce two new features on my web app! championshipdata.streamlit.app Chalkboard: Show passes with arrows on a pitch. Fully customisable data as shown below! Heatmap: Show the start/endpoints of passes as a coloured heatmap, compared with the league average or just with other zones
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Potterlytics @potterlytics.bsky.social · 30/11/2024
A switch to a back 3 today. Extra centre back probably indicated more focus on defending the box, and allows a bit more freedom for Bocat/Tchamadeu with Stevens still recovering from Tuesday's game. Big test for Pèlach's defensive plans, can they do it against a top side?
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Potterlytics @potterlytics.bsky.social · 26/11/2024
A couple of really useful bits of info here on Stoke's lack of intensity and over-willingness to drop into a low block. 4th lowest PPDA (allow the opponent to pass the ball in their own 2/3rds more than all but 3 teams before challenging), 3rd lowest field tilt, lots of defending in their own 3rd
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Potterlytics @potterlytics.bsky.social · 23/11/2024
Stoke are in a bit of an interesting spell at the minute, and there are some big questions to answer. Whilst Stoke have only lost once in their last 8 league games, the rolling xG average plot shows their underlying numbers look pretty poor since Pèlach took over, even given the v small sample size
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Potterlytics @potterlytics.bsky.social · 23/11/2024
This! This! This! My biggest issue with everything Stoke have done the past decade in a nutshell. The transition from the manager setting the vision to the DoF is an improvement, but it’s still a fundamental misunderstanding of what a DoF is for.
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Potterlytics @potterlytics.bsky.social · 23/11/2024
Stoke are in a bit of an interesting spell at the minute, and there are some big questions to answer. Whilst Stoke have only lost once in their last 8 league games, the rolling xG average plot shows their underlying numbers look pretty poor since Pèlach took over, even given the v small sample size
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Potterlytics @potterlytics.bsky.social · 18/11/2024
Perfect use of my Championship data app from a top notch stats account. Slightly surreal, but very lovely 🫡🤩 championshipdata.streamlit.app
championshipdata.streamlit.app
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Reposted by Potterlytics
Potterlytics @potterlytics.bsky.social · 18/11/2024
**Customisable shotmaps for EFL Championship teams!** Really delighted with the next step of my web app: championshipdata.streamlit.app Alongside match summary plots for every game, you can now generate customisable shot maps for any Championship side! A little demo video below shows how it works!
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Potterlytics @potterlytics.bsky.social · 18/11/2024
**Customisable shotmaps for EFL Championship teams!** Really delighted with the next step of my web app: championshipdata.streamlit.app Alongside match summary plots for every game, you can now generate customisable shot maps for any Championship side! A little demo video below shows how it works!
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Potterlytics @potterlytics.bsky.social · 15/11/2024
Have added my personal account on here too. If you’re interested in: - My work in football data/analysis with Liverpool Feds Women - My work in my PhD looking at estimating the ages of stars through machine learning Or any other nonsense, feel free to follow! @gweaver.bsky.social
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Potterlytics @potterlytics.bsky.social · 15/11/2024
Made the move! I’ll try to share my posts across both accounts but please do bear with as I get used to this place. If you want to see my latest work, check out championshipdata.streamlit.app for a fun summary plot web app of championship data!
championshipdata.streamlit.app
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