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Once again trying to find where the camera's pointed
thebucketless.wordpress.com/2024/03/19/the…
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The Bucketless
865 posts
The Bucketless
@the_bucketless
2023 BDB Finalist Github: the-bucketless Email: thebucketless @ protonmail . com He/him
Katılım Ocak 2021
324 Takip Edilen523 Takipçiler
@Matt_barlowe Congrats! Was worried when I saw the salary but if it's additional, I guess that is more in line with typical sports jobs.
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@pierreanalytics Glad I'm not the only one annoyed by that. Follow through being in the general vicinity of the red isn't the same as getting the red.
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Linesmen should be more strict about icings. I swear the amount of dump ins that happen behind the red line are egregious
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The Bucketless retweetledi
The Bucketless retweetledi
Check out my Big Data Cup submission, Finding Player Pairs with Best Chemistry Based on Pass Type and Situation! This was my first time entering the Big Data Cup and using the @HockeyAnalytics tracking data
@elawing1018/finding-player-pairs-with-best-chemistry-based-on-pass-type-and-situation-02f42778bbfa" target="_blank" rel="nofollow noopener">medium.com/@elawing1018/f…
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The Bucketless retweetledi
hello! last week i had the opportunity to present at the HALO Conference as part of the HALO Hackathon! if you'd like to look at my project about passing behavior, see below!
thank you to @ArikParnass, the Avs, and Sportlogiq/Teamworks for doing this!
judypuck.wordpress.com/2026/04/07/hal…
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The Bucketless retweetledi
Our framework also outperformed simpler proximity-based baselines in turnover prediction. Really proud of this work and Ryan, Eric, and Yashna for working on this with me! #BigDataCup #HockeyAnalytics
Report + Code: github.com/lblommesteyn/b…
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The Bucketless retweetledi
We won the @HockeyAnalytics Big Data Cup 2026!
Forechecking is usually described as a system label. We tried to show it as a spatial timing problem: who arrives first, which lane is open, and how fast F2/F3 take that lane away.
GIF
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The Bucketless retweetledi
Here is my project for the 2026 HALO Hackathon, where I quantify a defender’s value by estimating the expected goals they prevent through blocking passing and shooting lanes. Give it a read! #HockeyHALO2026
@ryancmiele/what-never-happened-measuring-defensive-value-through-spatial-suppression-b7f1953c3323" target="_blank" rel="nofollow noopener">medium.com/@ryancmiele/wh…
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The Bucketless retweetledi
Super excited to share my project from the 2026 HALO Hackathon, Rating Forecheckers Through Spatial Tree Boosting. This was my first time working with SportLogiq data it was really interesting to see the private data side. #HockeyHALO2026
@elawing1018/rating-forecheckers-through-spatial-tree-boosting-eaa8f68fca6b" target="_blank" rel="nofollow noopener">medium.com/@elawing1018/r…
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Just noticed I left `response.json()[0]` in there from when I was checking that the from_dict worked. Should obviously be `frame`. Unless you want a bunch of copies of the first frame, in which case my code in the 1st image is flawless.
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With stick taps to @RentoSaijo, my old code needs minimal revision to pull goal animation data from the NHL (in case any of us snake people wanna have fun with it)
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@mattdonders @RentoSaijo Yeah, I've seen people using it in a couple places including your bot. Finally got curious enough to check it out myself. I like that the code can still fit in an image.
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@the_bucketless @RentoSaijo Was one of the first things I implemented into the game bot once I saw the data was available in the new API.
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@Matt_barlowe All the players listed have played in the NHL. 65% of those from the CHL and 70% NCAA were 1st round picks.
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The Bucketless retweetledi
In partnership with @Sportlogiq, we are hosting a Hackathon that will utilize data not available to the public. And the finalists will be flown out to Denver to present at HALO. Looking for a challenge? This is for you.
sportlogiq.com/halo-hackathon/
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The Bucketless retweetledi
The @Avalanche are hosting the first ever Hockey Analytics League Operations (HALO) Meetings & Conference.
We are bringing together analytics personnel from across the NHL on March 30 and 31, and to celebrate, we're including a public conference!
nhl.com/avalanche/news…
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The Bucketless retweetledi
I’ve uploaded 20232024 and 20242025 as well
Neil Pierre-Louis@pierreanalytics
2025-2026 is up. I've left the raw coordinates, as my transpose isn't perfect. Also have added gameId and eventId so that you can connect it to the play-by-play events. Puck is where playerId has no value. Link below
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@pierreanalytics Not lately. Feel like with some of the updated models it should be easier to get the players now, but it's been a minute since I played with any.
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2025-2026 is up. I've left the raw coordinates, as my transpose isn't perfect. Also have added gameId and eventId so that you can connect it to the play-by-play events. Puck is where playerId has no value.
Link below
Neil Pierre-Louis@pierreanalytics
Not sure how long in the API this has been for goals but this is how I was able to scrape the tracking data that you see in the gifs. Will upload raw csv on my GitHub whenever I update my site, which is usually every couple of days
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@pierreanalytics Is it the same as this?
x.com/i/status/18444…
The Bucketless@the_bucketless
Here's the code I used. A couple notes: 1) Coordinates are image coords, not plotting (need to flip the y-axis). 2) The id column is, presumably, used to identify separate shifts for players (don't need to track them on the bench). Not as useful when all we have are goals.
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dropbox.com/scl/fo/z2wp2l8…
X signage for adjusted coordinates should be fine, y you might need to flip. Raw is based off the rink in this pic which is 2400px by 1020px. Still found after doing this that x and y seemed to be off by 6 feet which I adjusted, so some very rough loc est
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The Bucketless retweetledi
Primary Assist heatmaps for 2024-2025 season as well as current, based on strength. Pretty cool stuff happening on the powerplay and one of the reasons why xG models (publicly) are so much less accurate for that strength
Neil Pierre-Louis@pierreanalytics
Just wrote my first ever article! Check it out, let me know if you have any feedback. Pretty short but hope y'all enjoy it. @neilpierre24/the-offensive-revolution-part-1-rebounds-8e37199c3164" target="_blank" rel="nofollow noopener">medium.com/@neilpierre24/…
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