Hi everybody! I've been very pleased to hear the great feedback on the prospect cards.
Just wanted to let everybody know that I will be camping this weekend and therefore unable to accept access requests until Sunday the 12th. Apologies for the inconvenience, and remember that there are Tableau dashboards available that you can access without requests.
Thanks for your patience!
Jack
2022-06-10 01:50:42 +0000 UTC
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Good afternoon everyone!
With the playoffs winding down, we're getting closer and closer to the NHL draft and free agent frenzy. That will mean new perks available to you guys as things amp up.
First up is the long-awaited update to the Prospect Cards, with 756 NHL drafted prospects and 5343 2022 Entry Draft prospect cards represented.

It's finally here: the updated version of the fan-favourite WAR Roster Builder.
If you would like to know how to use the Roster Builder, I recorded a video explaining it which can be accessed here.
Here are the links to request accessit.
If your last name begins with A-D, 2022-04-02 15:09:12 +0000 UTC
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The latest interactive Tableau dashboard is now live for Patreon subscribers. This one shows some interesting information about player deployment - their quality of teammates and competition and how it relates to their own time on ice.
Here is the...
2022-03-22 14:25:21 +0000 UTC
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Happy Monday everybody - it's time to keep the new visualizations coming with some goalie data!
Here is the link to this new dashboard!
This dashboard (set to update daily) visualizes TopDownHockey's top-of-th...
2022-03-07 16:45:34 +0000 UTC
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New month, new visualizations!
Here's the first new Tableau dashboard of the season for you guys to explore, updating daily.
2021-22 Player On-Ice Stats Dashboard
This dashboard is stacked with more filters and highlighter...
2022-03-02 16:55:07 +0000 UTC
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You've been patiently waiting for half a season, and it's finally time. 2021-22 NHL Player Cards are here!
This set of 713 cards updates every morning to bring you the most comprehensive set of NHL data available, presented cleanly in one place.
What you get here includes:
- 431 forward cards
- 209 defencemen cards
- 73 goalie cards
2022-02-02 20:24:44 +0000 UTC
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The long-awaited goalie cards are here!
If your last name starts with A-H, access here.
If your last name starts with I-O, 2022-01-23 19:34:14 +0000 UTC
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Team cards are here! Showing off data from the 2021-22 season, you now can access a set of five brand new and daily-updating visualizations of team stats.
If your last name starts with A-F, access here: Request Here!
If your l...
2021-11-24 21:19:22 +0000 UTC
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(Updated November 25)
If you follow me on Twitter, you might have noticed that once a week I post a set of visualizations showing rankings in various individual, goaltending, and team stats. It occurred to me when I posted them yesterday that there was no good reason that you guys shouldn't have access to this stuff, automatically updating. So last night I put a she...
2021-11-15 17:14:11 +0000 UTC
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You guys have been asking for them, and they're finally here: 2020-21 vs. 2020-22 cards are ready to go. These will allow you to gage how players' performance has changed in the early days of the new season compared to last year.
If your last name starts with the letters A-H, access them here: 2021-11-02 21:15:28 +0000 UTC
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It's the 2021-22 season, which means a new set of analytical tools and visualizations will be rolling out! First up is the updated Player Cards, which now include 2021-22 data.
If your last name begins with A-L, access them through this link: Access H...
2021-10-22 19:04:42 +0000 UTC
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It's finally here! Historic player cards are now live for you to access and enjoy.
Here's the link
This new set of over 8000 player cards includes every player to play more than 200 minutes in a season from 2007-08 to 2018-19....
2021-08-18 17:09:44 +0000 UTC
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The long-requested, long-awaited new edition of the WAR Roster Builder is here (the first update since January).
Here is the link to request access.
Using this sheet is very simple. Navigate to one of the tabs at the bottom - it says that they...
2021-08-05 16:56:40 +0000 UTC
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It's finally here. You might have seen me post these contract projection cards on Twitter in the past week or so, and throughout that time I've been working on making them available to you guys. I'm very excited to say that they're good to go.
Here is...
2021-07-26 18:07:29 +0000 UTC
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Now that the NHL draft is in the rearview mirror, I thought it might be fun to integrate all of this new data into a set of interactive visualizations. Using Patrick's new NHL equivalency model, which powers the prospect cards, I've put together a s...
2021-07-25 18:25:44 +0000 UTC
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The protected lists are out, which means hockey fans will be putting together their own versions of the Seattle Kraken.
With that in mind, I've put together a special expansion edition of the WAR roster builder specifically stocked with only the players available to the Seattle Kraken ahead of the expansion draft.
2021-07-18 14:52:10 +0000 UTC
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Update: This list of perks has been updated on June 20, 2023
Hey guys! We've added a lot more stuff in recent weeks so now's the perfect time to send out this index which links to all perks available to you as $5+ subscribers.
The second are the Sheets ones, like the player cards, team cards, and roster builder. In order to access those, you have to click the link and then request editing access from me using the form in the link. Once I've approv...
2021-07-16 17:05:05 +0000 UTC
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The much anticipated prospect cards are now live to Patreon subscribers.
Here is the link to request access. There's a chance, as always, that GMail will think I'm spamming people with emails and stop sending out my "Access Granted" messages, so if you do...
2021-07-11 17:01:51 +0000 UTC
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Following up on yesterday's forward timelines, here are the defencemen!
The link to request access is here. If enough people request all at once, Google thinks I'm spamming all of you so it might block my outgoing message...
2021-06-17 17:47:42 +0000 UTC
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With the 2021 regular season wrapped up, now is a good time to focus on tying up some loose ends and updating some of last season's visualizations. While a big update to the Roster Builder is coming soon, the timelines are the first thing up.
The lin...
2021-06-16 20:51:51 +0000 UTC
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With the season essentially over, I thought it would be a good idea to offer player cards that specifically showed only data from the 2020-21 season.
Like the goalie cards, I added these cards directly into the Player Cards 3.0 sheet so no need to request access if you're already on it.
2021-05-12 21:19:06 +0000 UTC
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Back by popular demand, I'm excited to offer what I'm calling the "Classic" Player Cards - the ones I created in the naive month of February 2020 and which got me started on this very weird but blessed endeavour in the first place.
As always you can req...
2021-04-03 19:21:27 +0000 UTC
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Let's take a brief break from the WAR to see what in my mind are some of the most important stats to understand out there: on-ice finishing and goaltending.
This new Tableau dashboard includes 10 visualizations that you everything you ...
2021-03-24 16:24:03 +0000 UTC
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The time has finally come: 2021 Player Cards are now live!
Here's the link
These are structurally the same as the 2018-2020 Player Cards that were previously available, the one difference being that penalty impact has replaced...
2021-03-19 16:35:11 +0000 UTC
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We're almost there - 2021 Player Cards are almost ready to go. As I prepare them, I thought I would share the 2021 WAR Data that they're built on in the form that I posted them on Twitter on Sunday.
Here is the link.
This sheet contains five dashboard...
2021-03-16 16:14:23 +0000 UTC
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Patreon is a really annoying site to navigate and I know that I've heard from people that they had some difficulty accessing their perks. With that in mind I thought I might maintain a central index here that contains links to everything.
The Tableau visualizations can be accessed just by clicking the link, while the Sheets require you to request access through your email address.
2020-21 Regular Season Data Visualizations
Interact...
2021-03-07 16:36:22 +0000 UTC
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Excited to give you guys something I know you've been waiting for for a while: 2021 Player Cards.
Here's the Link to Request Access
We still aren't deep enough in the season to have WAR - especially because the PP and PK sample sizes are still...
2021-03-05 17:46:07 +0000 UTC
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It's been a long time coming, but the first step towards getting the isolate models ready to go is here: Patrick and I have now run the RAPM model and the results are available exclusively to you guys.
Here is the link.
RAPM is the most impor...
2021-03-01 17:06:26 +0000 UTC
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Coming at you with another brand new perk today hosted on Tableau: Goalie charts.
Here is the link! Please do not share to non-subscribers.
This includes three different dashboards.
1. Goals Saved Abov...
2021-02-19 15:33:46 +0000 UTC
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