Good afternoon friends, hope everyone is having a nice start to December.
I wanted to take the chance to highlight some of the awesome work that Patrick has done to the site - which has now upgraded from AdvancedHockeyStats.com to
2025-12-06 18:19:58 +0000 UTC
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Hey everybody! Hope your summer (and the offseason) is going great.
We obviously had a pretty big season, finally launching our dedicated website AdvancedHockeyStats.com
2025-07-16 15:06:35 +0000 UTC
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The draft is coming up and you know what that means: prospect visualizations are ready to go on AdvancedHockeyStats for $5+ subscribers.
Happy Friday all,
Just giving another update on some updates we've made to the AdvancedHockeyStats site in the past week.
Happy Friday everyone,
It's been a week since we fully launched AdvancedHockeyStats.com and we really couldn't be happier with the reception and feedback we've received. It's still a work in progress as we work towards adding absolutely all the existing perks + a lot o...
2025-04-25 14:58:36 +0000 UTC
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It's been a long time coming, but it's finally here. Patrick and I are excited to launch the official website of the JFreshHockey Patreon, Advanced Hockey Stats!
https://www.advancedhockeystats.com/
Patrick's been working on this project for...
2025-04-18 16:22:16 +0000 UTC
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Hey everyone! The time has finally come. 2024-25 Player Cards are now live!
I deeply appreciate your patience. The reason we waited to put out this data is because we wanted to make absolutely sure that we weren't putting out som...
2025-01-12 01:02:47 +0000 UTC
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Hi everyone,
The 2024-25 Team Cards are now live! There are five different cards that will update every morning throughout the entire season.
Here's how to access:

Good morning!
The next step of the 2024-25 roll-out is the Interactive Dashboards, featuring plenty of daily-updating visualizations including advanced Skater on-ice stats, Goalie metrics, and Team stats.

As promised, the new player cards are ready to go, with 2024-25 data from the new season being integrated. This is a new set of 742 cards for forwards and defencemen, updating every morning.

Happy (Canadian) Thanksgiving!
I hope everyone is enjoying the start of the 2024-25 NHL season! We'll have plenty of stuff up as teams start to play a few more games (including dashboards, player cards, etc.), but the first step is the Sta...
2024-10-14 12:36:33 +0000 UTC
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ft is coming up and you know what that means: prospect visualizations are ready to go.
There are over 3,700 2024 NHL Draft prospects and 757 NHL-affiliated prospect cards included here, all updated using 2023-24 stats.
What these cards show...
2024-06-26 16:02:01 +0000 UTC
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Hi everyone!
With the playoffs in full swing, here's a new interactive dashboard with five views looking at players' on-ice metrics in the 2024 NHL playoffs! This should be a great way to visualize how players have been performing and inclu...
2024-05-16 14:54:28 +0000 UTC
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Hi everyone!
Hope you're enjoying the playoffs. Hoping to have some stuff up soon for the $10 tier subscribers using the AllThreeZones tracked data from the past three postseasons.
With the end of the 2023-24 season, we now have three full ...
2024-05-08 16:14:47 +0000 UTC
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Hey everyone! The time has finally come. 2023-24 Player Cards are now live!
I deeply appreciate your patience. The reason we waited to put out this data it because we wanted to make absolutely sure that we weren't putting out som...
2024-01-14 21:58:48 +0000 UTC
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Hey everyone,
Got another 2023-24 perk today, the popular WAR comparison cards.
Here's the gist:
- Player isolate models need a solid sample of data to function properly and fairly estimate allocate responsibility for on-ice resul...
2023-11-24 17:01:36 +0000 UTC
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Hi everybody,
Here are the links to the skater on-ice dashboard for the 2023-24 season. This will update daily throughout the year.

Hi everyone,
The 2023-24 Team Cards are now live! There are five different cards that will update every morning throughout the entire season.
Here's how to access:

As promised, the shiny new player cards are ready to go. The visuals have been freshened up and 2023-24 data from the new season is being integrated. This is a new set of 775 cards for forwards, defencemen, and goaltenders, updating every morning.
<...
2023-10-18 15:26:14 +0000 UTC
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A big update to the "historical cards" (which span 2007-08 onwards, since that's the analytics era where our data-set begins) has finally arrived. I've been hearing from people for a while that they wanted to fill in some of the blanks with the previous ones,...
2023-08-18 15:11:10 +0000 UTC
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The draft is coming up and you know what that means: prospect visualizations are ready to go.
There are over 5,300 2023 NHL Draft prospects and 677 NHL-affiliated prospect cards included here, all updated using 2022-23 stats.
What these car...
2023-06-08 15:34:49 +0000 UTC
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A quick one today - An interactive Tableau dashboard to explore TopDownHockey's WAR for the 2022-23 NHL season.
This will update every morning and provide some fun ways to check out how the model evaluates the offensive and defensive driving of t...
2023-02-06 15:18:50 +0000 UTC
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You've been patiently waiting for half a season, and it's finally time. 2022-23 NHL Player Cards are here!
This set of 739 cards updates every morning to bring you the most comprehensive set of NHL data available, presented clean...
2023-01-11 16:25:33 +0000 UTC
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Hey guys!
Something a little smaller before the fully updated Player Cards and Goalie Cards come at the 50% mark of the season, but one I always enjoy - an interactice Tableau dashboard of lots of ways to look at individual and on-ice shooting as...
2022-12-16 19:40:22 +0000 UTC
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Team Cards with data from the 2022-23 season are now live! They will update every morning with up-to-date rankings.

Long-awaited, finally here. As promised, the integration of 2022-23 data into the player cards is here. This is a new set of 751 cards, updating every morning.

Hi everybody!
The perk parade continues with an on-ice stats dashboard for skaters (and goalies, evidently, who Patrick amusingly included in the dataset this season).
This interactive visualization include expected goals for and against, g...
2022-10-22 19:35:33 +0000 UTC
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A popular perk I introduced last season was "Stats Central" - a workbook of dozens of team and player visualizations ranging from expected goals to shot shares to goals scored or saved above expected. Here is it for the 2022-23 season.
2022-10-19 14:29:54 +0000 UTC
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Hi everybody!
Just a quick perk for this morning - I've got the first team stats dashboard up for the season. I'll be ...
2022-10-17 15:51:44 +0000 UTC
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The season has begun so it's time to get the 2022-23 roll-out going. First up is a visualization that should be familiar to those who subscribed last year.
To access this viz: