NHL Shot Volume Is Locked In Right Now 🚨

100% across the board jumps out—but it’s the recent stretch that matters. This kind of consistency shows players are heavily involved offensively every single game.

#NHLStats #HockeyAnalytics #ShotVolume

#シアトルクラーケン #NHL再開 #アイスホッケー #ロースター戦略 #オリンピック明け #SeattleKraken #DallasStars #HockeyAnalytics #RosterMoves #IceHockeyAnalysis

　オリンピック明けの初戦は、不運なバウンドや予期せぬ負傷が重なり、クラーケンにとっては非常に厳しい幕開けとなりました。しかし、立ち止まっている暇はありません。

　今回のダラス戦での反省をすぐに洗い流し、次はもっと積極的にシュートを放ち、クラーケンらしい粘り強いホッケーを見せてくれることを期待しましょう！

Shooting on Hellebuyck short side when he's hugging the post is a low-probability shot. #hockeyanalytics

Hockey fans / #HockeyAnalytics peeps: any websites that do Expected Goals &/or win expectancy analytics covering this game? My gut from watching while multitasking is Canada had a decent edge in this game

Carolina Hurricanes vs Florida Panthers NHL Game Preview & Totals Analysis (Substack Edition) Game Time: 9:00 AM KST Venue: PNC Arena

open.substack.com/pub/quantspo...
Carolina Hurricanes vs Florida Panthers

Totals lean UNDER 📉
6.0 (58.6%) | 6.5 (63.2%)

Low-scoring game profile.
🔗 Full breakdown below

#NHL #HockeyAnalytics #SportsAnalytics
#Totals #Under #DataDriven

The game was peak Jets: blown leads, defensive confusion, #chaosPionk, opportunistic scoring, & another performance from Connor Hellebuyck.

The #NHLJets "somehow" keep winning.

Full breakdown 👇
open.substack.com/pub/thefiveh...

#GoJetsGo | #WPGJets | #HockeyAnalytics | #NHL

The #NHLJets fell 3-2 to the Utah Mammoths in one of their messiest games of the season — turnovers, failed exits, and missed chances told the story.

Full breakdown 👇
open.substack.com/pub/thefiveh...

#GoJetsGo | #WPGJets | #HockeyAnalytics | #NHL

In a night where special teams took over, the #NHLJets beat Calgary by outscoring them where it mattered — even if 5v5 hockey "barely happened."

Full analytical recap 👇
open.substack.com/pub/thefiveh...

#GoJetsGo | #WPGJets | #HockeyAnalytics | #NHL

Game 05 Analytical Recap: Is a 15–1–0 Repeat Possible?

Breaking down the #NHLJets’ 4–1 win over Nashville — Hellebuyck brilliance, middle-six growing pains, and why the “check engine” light might be on.

Full analytical recap 👇
open.substack.com/pub/thefiveh...

#GoJetsGo | #HockeyAnalytics | #NHL

Game 04 Analytical Recap: Low-Event, High-Reward is sustainable, right? A deep dive into Winnipeg Jets' 5-2 win over the Philadelphia Flyers

That wasn’t pretty hockey but it was another #GoJetsGo win.

The Flyers game had just 32 total shots, yet it revealed a lot about Winnipeg and the impact of missing Lowry & Samberg.

Full analysis + microstats breakdown: open.substack.com/pub/thefiveh...

#NHLJets #HockeyAnalytics #TheFiveHohl

i would simply teach them to be good at hockey #analytics #hockeyanalytics

NHL Draft 25: Mapping Top Talent to the First Round Draft This is the third in our Draft 25 series, which explores the incoming NHL prospects.

We published our third newsletter in a series focusing on the incoming NHL draft prospects. We assess the top teams in the first round draft and map prospects to them.
#datastorytelling #hockeyanalytics #dataviz #sportsanalytics #nhl #nhldaft25

www.datapunkhockey.com/nhl-draft-te...

Analyzing the Top Prospects in the NHL Draft 25 This is the first in a series of posts leading into the NHL's Draft 25. We're going to act the part of the Armchair Scout and deep dive on the incoming top 2025 prospects.

We're starting our series on the NHL's Draft 25, with the first post now live on Data Punk Hockey!

#nhl #hockey #nhldraft25 #hockeyanalytics #sportsanalytics

Check it out here: www.datapunkhockey.com/welcome-to-t...

Want to learn how to create data-driven social posts for Instagram?
#nhl #socialcontent #socialmedia #hockeyanalytics #dataviz #datascience #instagram #sportsanalytics #datastorytelling

Check it out, and join our global community today at www.datapunk.media!
youtu.be/4NMef1iZfaE

Want to learn how to create sports data stories? Check out our 4-part series to create a daily Stanley Cup tracker just like the below on www.datapunk.media/data-stories/. #datastorytelling #nhl #dataviz #storytelling #datastories #hockeyanalytics

Forecasting a Winner: "Predicting Who Will Win the Cup" This is the third in a four-part series that explores how to create a predictive model to forecast who will win the Stanley Cup.

We just dropped part 3 of a 4-part data story series: "Predicting Who Will Win the Cup." In this newsletter, we cover basic predictions and how to forecast rankings and matchups. #hockey #datastorytelling #dataviz #nhl #datascience #storytelling #hockeyanalytics

www.datapunk.media/predictive-m...

The Value of Expected Goals - EIHL Analytics (Image from https://insidetherink.com/inside-the-stats-expected-goals/) There are still a couple of games remaining in the season, but we can safely do some season analysis now. In this post I want to...

Hockey post. Looking at expected goals over the season, and what it tells us
eihlanalytics.com/eihl/?p=136
#icehockey #eihl #hockeyanalytics #sheffieldsteelers #belfastgiants #cardiffdevils

2⃣1⃣ - Will #Smith is the best player among rookies in the NHL in points (21) and assist (14) since Jan. 20 to date, the second is Macklin #Celebrini, 20.

#thefutureisteal #SJSharks #NHLStats #factsstats #hockeyanalytics #sanjosesharks #NHL #nhlhockey

Lesson 2: Exploring Data for the Narrative This is the second lesson in our email course on Data Storytelling for Sports focused on exploring data to develop a narrative.

Want to learn how to translate data into a story? Check out our latest lesson in our Data Storytelling for Sports course: www.datapunkhockey.com/lesson-2-exp... #datastorytelling #dataviz #sportsanalytics #hockeyanalytics #datapunk

Who are the close game win specialists? - EIHL Analytics I think one of the signs of a good team is their ability to regularly convert close games into wins. I’ve chosen to define a close game as one where going into the 3rd period, teams are level or there...

Hockey post: which #EIHL teams are best at winning close games? eihlanalytics.com/eihl/?p=120
#eihl #hockeyanalytics #sheffieldsteelers #nottinghampanthers #cardiffdevils

Building Your First Data Pipeline for Hockey Analytics Projects This week, we go under the covers to guide you how to build your first data pipeline using the NHL API.

Want to up-level your sports analytics and data analysis skills? We'll show you how to create a homemade data pipeline for your sports betting. #hockey #datastorytelling #dataanalysis #hockeyanalytics #dataengineering #datapipeline #nhl #sportsbetting
www.datapunkhockey.com/my-first-pip...

4 Free Data Sources for Your Hockey Analytics Projects In this newsletter, we outline four hockey data sources that are free for you to use!

Are you looking for hockey data for your analytics projects? Here are 4 FREE hockey data sources! #nhl #hockeyanalytics #hockeymodels #sportsdatastorytelling #hockey #hockeyviz www.datapunkhockey.com/free-data-so...

Want to learn how to create a predictive model for your sports data story? We created one to predict the winner of the 4 Nations Face-Off tournament. #nhl #4nationsfaceoff #hockey #datastory #sportsdatastory #hockeyanalytics #datapunkhockey #predictivemodel youtu.be/qhETzicm2uw

Stats and reality - EIHL Analytics Often the data from a game reveals the narrative that played out. But also, quite often it doesn’t. For instamce, without seeing the game, Sheffield’s away win in Glasgow on the 17th Jan, would sugges...

Looking at whether the eye test matches the data by examining the Cardiff Devils vs Belfast Giants game
eihlanalytics.com/eihl/?p=117
#eihl #hockeyanalytics #belfastgiants #cardiffdevils

51ª: SHARKS VS PREDATORS 5️⃣1️⃣ – Stanotte i San Jose Sharks disputeranno la loro 51ª gara stagionale e lo faranno in casa, avranno come avversari i Nashville Predators, formazione che hanno incontrato nell’ult…

GAME DAY: San Jose Sharks vs Nashville Predators

factsstats.it/51a-sharks-v...

#thefutureisteal #SJSvsNSH #SJSharks #NHLStats #hockeyTwitter #factsstats #hockeyanalytics #sanjosesharks #NHL #nhlhockey

Do you think Canada will beat the USA in the 4 Nations Face-Off tournament? We do. #nhl #4nationsfaceoff #datapunkhockey #hockey #hockeyanalytics #hockeystories #hockeystats #datastorytelling

youtu.be/nPzAn6ch6zY

4 Nations Face-Off: A Comparative Team Analysis This is second-last newsletter in the 4 Nations Face-Off series, where we explore the strengths and weaknesses of each of the participating nations through a comparative analysis.

Want to explore what NHL team is best positioned to win the 4 Nations Face-Off? Check out our latest all-team analysis (with a free Power BI download) here: www.datapunkhockey.com/4-nations-co...
#nhl #4nationsfaceoff #datapunkhockey #hockey #hockeyanalytics #hockeystats

Mid-season review - Guildford, Manchester, Nottingham, and Sheffield - EIHL Analytics Concluding the mid-season review posts, let’s take a look at the remaining four teams. Guildford Flames Guildford had an inconsistent season last year, ending with a poor 44% win ratio, which given th...

Final one - Mid-season review – Guildford, Manchester, @nottinghampanthers.bsky.social , and Sheffield
eihlanalytics.com/eihl/?p=111
#eihl #sheffieldsteelers #hockeyanalytics

Mid-season review pt 2 - Dundee, Fife and Glasgow - EIHL Analytics Continuing on from the previous post, let’s take a look at the next three teams alphabetically, which also happens to capture the Scottish contingent. Dundee Stars Dundee’s win percentage is down on l...

(you were warned) Part 2 of EIHL midseason analytics review - how have the Scottish teams been getting on? (One of them a lot worse than the others) eihlanalytics.com/eihl/?p=104
#eihl #hockeyanalytics #glasgowclan #dundeestars #fifeflyers

Mid season review - EIHL Analytics Now that all teams have played at least 27 games, we can do a mid-season review. Unlike the quarter season review, there are enough games played now to make the data more meaningful. I’ll do this on a...

Mid-season reviews for EIHL teams incoming! First up, Belfast Giants, @cardiffdevils.bsky.social and @covblazehockey.bsky.social
eihlanalytics.com/eihl/?p=99
#icehockey #eihl #hockeyanalytics