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JFreshHockey

JFreshHockey

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JFreshHockey posts

NEW PERK: 5v5 Team Analytics

We're keeping things going in the early season with a new perk (and one which I have heard from a lot of people about wanting): a comprehensive set of team-level scatterplots.

2021-02-08 15:15:52 +0000 UTC View Post

NEW PERK: 2021 Team Cards

Got some more fun 2021 season content here for you guys, and I think this one is a lot of fun. We've got 2021 Team Cards.

2021-01-30 20:16:25 +0000 UTC View Post

NEW PERK: 2021 Player On-Ice Analytics Visualization

Here's the link! (Please do not share with non-subscribers if you wan...

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NEW PERK: Quality of Competition and Teammates Viz

TOI% Quality of Competition and Teammates Link View Post

UPDATE: Plans for the Season

The 2020-21 season is actually starting in two days - it's crazy. With that in mind I thought it would be a good idea to update what my plans are in terms of updating and putting out perks for this coming season.

First thing's first. For RAPM or WAR to work, it needs a reasonable sample siz...

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NEW PERK: WAR Roster Builder 3.0

I'm very happy to present the WAR Roster Builder which has st...

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NEW PERK: Defenceman Timelines 2.0

After dropping the forward timelines yesterday, I'm excited to follow that up with the new defencemen ones today.

They are available at 2020-12-29 18:25:53 +0000 UTC View Post

NEW PERK: Forward Percentile Timelines 2.0

Like I said a few days ago, this week is all about updating and reuploading previous perks with new and improved data. The timelines are near and dear to my heart, and the forward timelines are now avai...

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NEW PERK: Player Cards!

Merry Christmas!

I'm very happy that I can finally offer my full interactive Player Cards to you guys. This has been a long time coming but with my partnership with Patrick Bacon of TopDownHockey ...

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JFresh Patreon Update: An Exciting Transition

Hey guys,

You might have seen on my Twitter that I announced a new partnership with Patrick Bacon, also known as TopDownHockey. He's a stats modeller and a very good friend of mine who has built a cutting-edge WAR model that you can read about 2020-12-24 03:14:13 +0000 UTC View Post

NEW PERK: WAR Roster Builder 2.1 Update

(Link Temporarily Taken Down - See Post Here)

Excited to roll this...

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PERK: Player Cards Have Been Updated!


Now that free agency has settled down, I have gone through and edited all of the classic player cards, available to $5+ subscribers. These include a number of updates, including:

  • ...

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NEW PERK: 1st and 2nd Half RAPM Cards

Very excited about this one, the first of many collaborations with Patrick Bacon of TopDownHockey. This card is the only place where you can see isolated impact stats divided by the first and second hal...

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NEW PERK: Defencemen Percentile Timelines

This is going to be a big week on this site, as I'm going to be adding a lot of new perks and updates in the next few days. This is the first one: a defenceman percentile timeline sheet.

Here is t...

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NEW PERK: WAR Roster Builder 2.0

It's a long time coming, but the update to the WAR Roster Generator (now Builder) is here. 

I've sent invites to the Patreon email list, but if you didn't receive one please request access he...

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NEW PERK: WAR Free Agent Signer

Hot off the presses (and just in time for free agent frenzy), something I've wanted to put out there for a while. This sheet allows you to see how any free agent skater contract might work out based on ...

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Reminder: How to Access Perks

Hey guys! I have noticed that some new subscribers have not requested access to the perks they're entitled to - possibly because they're not aware of where to find them. With that in mind, here's a reminder of how to get them.

Follow the links below. The perks hosted on Google Sheets requir...

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New Perk: Historical Portrait Cards (Exclusive Patron Access)

New historical portrait cards are live for $5 and up subscribers. These allow you to see how any forward or defenceman since 2007-08 played according to Wins Above Replacement in any of the past twelve ...

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Link to All Perk Sheets

Hey guys! I've gotten a few notes from people who haven't received an invite to access certain perks. Previously I've had to add everyone's emails manually, which could sometimes lead to typos or invitations ending up in the spam folder. So I'm going to use this post as a bit of a hub. I've added...

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New NHL Player Cards (Exclusive Patron Access)

You might have seen my new player cards on Twitter. They look like this:

Because they don't contain any paywalled data (only percentiles), I can give spreadsheet access instead of just images like ...

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Patron Exclusive: WAR Contract Rankings

I'm going to be doing some stuff with this in the near future but I figure you guys deserve a first look for all the support you've given me.

The sheet linked here contains contract rankings of forwards, defencemen, and goalies using two kinds of WAR:

1. Projected on-ice WAR over the ...

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Picking the 2019-20 NHL Awards Using Analytics - Part 4: SelkeTrophy


The Selke trophy is very similar to the Norris - it judges defensive play, which is very difficult to assess comparatively, and it tends to be based more on reputation than actual performance....

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What if NHL Players Were Played Like Basketball Players?

It's often said that the key difference between the NHL and NBA is that in hockey you need a team more than a superstar to win. Because even the best hockey players play less than half the game, it's harder to market the NHL based on stars, and depth is far more important. But what if it wasn't? ...

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Picking the 2019-20 NHL Awards Using Analytics - Part 3: Norris Trophy

Is there any NHL award debate as vicious as the Norris? Because stats that actually measure defensive play are mostly unknown to anyone but a small subset of hockey fans, Norris arguments are a...

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Marc-Andre Fleury is the Most Overrated Goalie of the Cap Era


The NHL's All-Decade starting goalie. NHL.com's 12th ranked goalie of the expansion era. Surefire Hockey Hall of Famer according to Sportsnet, the Hockey News, and just about everyone else. 3r...

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Picking the 2019-20 NHL Awards Using Analytics - Part 2: GM of the Year


GM of the Year is a weird award. While all the other awards are for work done within a season (although someone should tell Norris voters that), building a team is inherently a multiyear proce...

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Picking the 2019-20 NHL Awards Using Analytics - Part I: Calder Trophy


The 2019-20 NHL regular season is apparently finished, which means there's plenty of time to focus on the most important thing going on in the world right now: voting for the NHL Awards. These...

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Analyzing TSN's Trade Bait (Part 2)

A continuation of part 1. 

#6 - Ilya Kovalchuk

Months ago, Kovalchuk was a league minimum cast-off that nobody wanted. Now he's a vaunted-after deadline target. Since f...

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Forward Cards - Explainer

This public blog post will explain how to read, understand, and draw meaning from my forward player cards. They are designed to communicate complex information clearly and quickly, but if you don't understand some analytics terms there still might be a bit of a learning curve. So I'm going to go ...

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Analyzing TSN's Trade Bait (Part 1)

(This is a public post to preview the work that will be available to all subscriber tiers)

This year's trade deadline looks to be one of the more boring ones in recent memory (and that's saying something - who could forget the Mikkel Boedker sweepstakes). The combination of a long-overdue f...

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