Analyzing NHL player and team tendencies and attributes. Some Sharks tweets too. Game presentation and jersey connoisseur. @UCIrvine Data Science alum.
Joined January 2026
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What started as a Jupyter Notebook for a data science class turned into a full hockey analytics site.
Blue Line Breakdown is my passion project for exploring stats, metrics, and player similarities, all presented in a beginner-friendly way 🏒📈
blue-line-breakdown.vercel.a…
Blue Line Breakdown 🏒 retweeted
Ducks have been struggling to generate offense at 5v5...so I guess that means its time for Malott and Caulfield in the top 6.
Ducks practice lines (10/26):
Gauthier-Carlsson-Caulfield
Malott-Granlund-Sennecke
Nesterenko-McQueen-Killorn
Greer-Washe-Colangelo
Vatrano-Klepov
Lacombe-Warren
Hinds-Helleson
Mitchell-Luneau
Jensen
Dostál | Husso
#FlyTogether
Good luck, Postava #LGRW
Per @DetroitRedWings head coach Todd McLellan, Michal Postava will make his first NHL start in net tonight against the Edmonton Oilers. #LGRW
While NHL player Halloween costume pictures are coming out, just wanted to acknowledge former #LetsGoOilers player Jesse Puljujarvi as the GOAT of them all.
Woody dressed as Woody, and Michael Misa dressed as another Michael M., Michael Myers? #SJSharks
I won't be justifying Orlov the same way I did for Dellandrea. I think the power play success when he's been PP1 QB has been a coincidence & Willmack being Willmack. Enough hot takes for me today.
Alexander Nikishin, signed for one year with the Carolina Hurricanes, is the “big shot, big hits” type of offensive defenseman rather than the “pass and dangle along the blue line” type. #CarolinaCulture
Interesting how Carolina always seems to have one of these high-shooting defensemen around: Dougie Hamilton, Brent Burns, Dmitry Orlov, and now Nikishin.
Blue Line Breakdown 🏒 retweeted
We sent him to the one school that plays zero defense so he'll be prepared for Sharks hockey
Joshua Ravensbergen put together another gem for Michigan State.
38 saves and a win
#SJSharks
#TurnItAllTeal
I’ve joked, but I’ll be the contrarian: the Dellandrea hate on Sharkstwt is overblown. He’s a *13F* asked to take D-zone shifts, win draws, PK, and go unnoticed. He’s done that and more.
I’ll repeat: the issue isn’t your 13F when the lines above him are below him on these cards.
Like Goodrow, Dellandrea has improved (he's kinda exceeding his role, in fact). Filling in for Wennberg, he LEADS SJS in FO% (min. 10 draws), PKs better(?), and the dropoffs elsewhere are minor.
That’s great from a 13F, esp. given Wenny was 2C and taking O-zone shifts from Misa.
Ok there, Rod Brind'Amour...
Just a friendly reminder that the Dodgers had the Brewers on the ropes and would’ve beaten them 9/10 times
Readers added context they thought people might want to know
The Brewers swept the Dodgers.
espn.com/mlb/game/_/gam…
