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…
AJ Greer and Jeff Malott, congratulations. You're on the top six in the next game. #FlyTogether
A little bit of stats gymnastics, but first even-strength Leo Carlsson goal not assisted by Cutter Gauthier or Beckett Sennecke this season. #FlyTogether
Yes, the bottom two lines are outplaying the top two, but that’s expected after blending everything up. Skill lines play more east-west and rely more on passing and chemistry, so they naturally take longer to gel. Ending the 1st with < 5 SOG diff. would be a great sign. #SJSharks
Beautiful between-the-legs pass and drawn penalty by Ty Dellandrea. That's the motor you want from your players. #TurnItAllTeal
Orlov heard the coaches wanted fewer dump-and-chases and decided to just turn it over on the PP instead. #SJSharks
Blue Line Breakdown 🏒 retweeted
For real though I think some people just wanna be miserable for the sake of being miserable. No line combinations will ever be good enough for you unfortunately
“Mirror, mirror on the wall, show me the most average goaltender of them all...”
Colten Ellis is the expected starter vs. the #SJSharks and sits around league avg in almost all metrics and shot areas. One standout: 81st percentile in rebounds generated. Get bodies to the net.
Blue Line Breakdown 🏒 retweeted
A condensed look at all 20 leaked Hometown Remix jerseys.
#HometownRemix
(5th pic in replies)
EXCLUSIVE: The Jersey Nerds can confirm with near certainty the designs for 20 of the NHL's Hometown Remix jerseys. Thanks to @abslswrld for helping us out with these!
Going alphabetically, starting with Anaheim, Boston, Buffalo, and Carolina.
Great, great article written a week ago. Ever since, the Sharks PP has only gotten hotter, 6th in the NHL!
1st slide: kind of an excerpt of the article (read it!)
2nd slide: Cagnoni vs. Orlov EDGE data, why, alongside PP%, one is scratched while the other runs PP1 #SJSharks
Who will be #SJSharks PP1 quarterback, now and in the future?
Jack Han talks the Sharks power play and PP entry theory: sanjosehockeynow.com/san-jos…
This account is usually peak Oilers homerism, so you’d think the Oilers coverage would be complete. But I can’t believe the Cam Talbot erasure here. #LetsGoOilers
Convinced the Oilers are the best 5-man line in hockey and 13 Ty Dellandreas #LetsGoOilers
I followed the Ducks close enough while in OC to recognize that onesie. Sorry for exposing ya, Troubs #SJSharks #RepeatCostumeOffender
