Michael Southwick @michaelstatwick
Villanova AQF & Sports Analytics President | IG:hockey.ranks | prospect & hockey analytics ranks-stats.com Boston, MA Joined January 2023-
Tweets63
-
Followers110
-
Following124
-
Likes90
Amazing turnout for our first meeting of the semester 💪🏻 See everyone next week!
We’re happy to announce the club’s team of Michael Southwick, Chris Galgano, Amelie Devine, Stephen Cain, and Colin Hofmeister placed 1st at the Phillies’ 2024 Hackathon! We are proud of our team and excited to see what they can do in the future!
The long-work-in-progress PRJr project I showed work on during early 2023, will soon be ready to deploy to the website Results this year favor Dickinson over Parekh by a good deal in terms of elite upside even w Parekh’s higher PPG that will favor him in traditional NHLe models
ranks-stats.com now accessible from mobile for those interested
A should-be functioning version of ranks-stats.com is now available for desktop use! Working on making it adaptive for mobile use as we speak. This is a very early version and I plan to add a ton more, but would appreciate any feedback on early OHL stuff!
Nick Bonino is currently 2nd in the NHL in blocks with 31 (19.35 per60) Frank Vatrano is the next closest forward who has less than half that with 15 (5.37 per60)
Lotta talk around Matthew Poitras’ play for the bruins this preseason. Had an extremely strong 22-23 campaign. Finishing 2nd in Playmaking among all OHL forwards & 5th in PP efficiency
I have been working with Juypter notebooks for the first time recently after years of R / Stata / SAS and the inability to see the datasets your working on in the corner is giving me like separation anxiety how do Python people do this
Here’s a look into some of the numbers from 22-23 for the 3 OHL dmen featured in Bob McKenzie’s 2024 draft rankings
@michaelstatwick how else am I gonna incite qmjhl teams to hire me if i you don't even let me do data analysis @CHLHockey
very preliminary and very simple tool I put together highlighting where players are generating most of their chances by xG/GP relative to the rest of the league.
Here’s a look at some work for a rink bias adjustment for my OHL xG. Shots tracked for and against at Oshawa’s Tribute Community Centre are consistently recorded about 4.5 ft further from goal than the mean SF & SA distance tracked during Oshawa’s away games
Jagger Firkus remains one of the best performing players in the model after this season. The results here do look pretty bullish, but with no huge jump in production his profile is one that tends to project to a very high level in the NHL
Here’s an example of the process of implementing DY progression into this model. Probably not the best vis here but each model gets significantly more accurate moving from DY to DY+1 which makes sense. Some players w/ big changes like Chabot, others really minimal like Suzuki
The only player besides Bedard in this dataset that shows a clear downward sloping curve from Elite potential is Zach Benson. Cristall has a very solid curve aswell, but despite Cristall’s higher PPG the model does favor Benson by a good margin, similar to most draft rankings
Danielson and Lardis follow similar trends (I swear they don’t all look like this). Danielson differentiates himself from Lardis as one of the highest players in the dataset in terms of projecting to AHLr or better and his high TOPr %
Wheedu @WheedudJf
62 Followers 6K Following
Domingo Hudson @DomingoHud92804
24 Followers 2K Following
Jesse Marshall @jmarshfof
28K Followers 2K Following Freelance Penguins talk. @TheAthleticNHL @McKeenshockey @ThePHWA. NHL Draft. #fancystats. Hockey Strategy. West Ham. Gaming. Racing. Mental health. Girl Dad.
Eleanore @Eleanore_oiu
90 Followers 783 Following I am confident, but not arrogant, because I am willing to admit that I am confident, but not arrogant😊 Because I am willing to admit that there are some things
Elliott Blick @elliott_bl3802
34 Followers 2K Following
Thewso @Thewsoyp1
37 Followers 4K Following
Stitoat @StitoatYcPe
35 Followers 3K Following
Lauretta @mitanisets58876
84 Followers 7K Following
Becca @sumizusumi66675
105 Followers 7K Following
YeddaEllen @r32LuU9jqT7qjq6
66 Followers 7K Following
PamelaPenn @rLvt0mg739PE058
49 Followers 5K Following
Angelica @qkA9nEmh0KSEU5
87 Followers 7K Following
Teylosa @TeylosamSD2
36 Followers 3K Following
Sutesot @Sutesoto4h1KNt
47 Followers 4K Following
Thirnore @ThirnoreWpWg
41 Followers 4K Following
Emma Dumont @UfjzzYInN5Pls9
23 Followers 2K Following
Amrit Vignesh @avsportsanalyst
2K Followers 5K Following ORFE @Princeton ‘28 | 📊 @BigLeagueAdv @PrincetonMBB @SportAnaIytics | Prev. @Penguins @CS_Eval @OrlandoCitySC
Howard @bP2dI69l4VAM8LT
1 Followers 420 Following
Sapetheeth @sapetheeth31997
77 Followers 5K Following
NatividadDora @P65ntej1Xz0Q4o7
88 Followers 7K Following
URAM Analytics @URAM_Analytics
1K Followers 883 Following Sports Data Science and Analytics content. Focused on sharing others’ work, jobs (#SportsDataJobs), and some of my own stuff. Ran by @papamoon92
hockey-statistics (@h... @HockeySkytte
5K Followers 781 Following DMs are open Email: [email protected] Subscribe: https://t.co/uIDnzmaglO Creator of https://t.co/Xqc4VxP5SS
Owen @OS_v_38
159 Followers 688 Following 🇺🇲 + 🇨🇦 Maryville '27 WeakSide Breakout Analysis Hockey Analytics Rocket League Analytics
HockeyLegion @HockeyLegion
4 Followers 239 Following
Medved Prospekt @MedvedProspekt
279 Followers 482 Following Scouting Reports and Highlights from the KHL, MHL, NHL, and More! Russian Scout @mckeenshockey
Neil Pierre-Louis @pierreanalytics
3K Followers 824 Following Developer, Baseball Systems @redsox | Creator of @nhlxgbot and https://t.co/zsGV3hLt75 | Former @uncanalytics @google | UNC Alum (‘23)
Rob's in the Shed @robsintheshed
243 Followers 570 Following nova scotia bornt, wish i could take a talent to south beach. or anywhere. mostly hockey and music tweets. #gohabsgo
Wally Mazurek @WallMaz35
3K Followers 2K Following A 21 year old who loves sports, especially hockey. Aspiring Sports Journalist. I run @Chi_Prospects, 1/4 of @HawkeyPuckCast. He/him. RIP Dzia Dzia ❤️
Jason Silver @silvericeshadw
200 Followers 3K Following
qmjhlquery @qmjhlquery
99 Followers 262 Following Certified Microsoft & Google Data Analytics Professional. I believe analytics are a tool to be used alongside scouting to find an edge in player evaluation.
Ben @BenChamb9
40 Followers 155 Following
Aidan @ffoGcMnadiA
179 Followers 1K Following June 15th 2011. Tottenham Hotspur and Boston sports. I have Mark Hoppus' DNA on my tongue.
David Lefcort @DLefcort
201 Followers 248 Following Sound Guy for NBC. Sad guy when watching the Mets or Jets.
Aidan Joyner @aidanjoyner16
1 Followers 75 Following
Liam @liamrobbins_14
14 Followers 300 Following
Micah Blake McCurdy @IneffectiveMath
41K Followers 1K Following Mathematician and freelance data visualization with focus on NHL. [email protected]. Subscribe for early access to charts at https://t.co/RtXXerRl3I. He/him.
Gulf Coast Pigskin @PigskinGulf
841 Followers 5K Following Beach Bulldawg, the Stanley Cup, Collective Soul and Texas Country (esp Koe and Parker). Gulf beaches, Goldens and Tiki bars. The SEC just matters more.
Andrew McEniry @andrewmceniry
1 Followers 536 Following
6ix_hockey IG @6ix_hockey
65 Followers 248 Following Leafs/hockey stuff | #leafsforever | more active on instagram
Korey Petrie @koreypetrie
142 Followers 387 Following Film & TV Location Scout. Hockey, Fantasy Hockey , Entertainment, Politics
Fluto Shinzawa @FlutoShinzawa
42K Followers 14 Following Senior writer, @TheAthleticBos. [email protected]
Joe Haggerty @HackswithHaggs
79K Followers 6K Following Bruins writer at @BostonSportsBSJ /Substack. I want folks to see me walk down the street & say 'there goes Haggs the best sportswriter there ever was'
Boston Bruins @NHLBruins
1.7M Followers 73 Following Official Account of the Boston Bruins #NHLBruins
Michael Sullivan @_MikeSullivan
7K Followers 717 Following Mailman by day, Host of Boston Bruins Podcast @BruinSomethin by night - Purely opinionated -
Conor Ryan @ConorRyan_93
45K Followers 946 Following Covering Bruins & more at @BostonDotCom / @BostonGlobe Stops: @BostonSportsBSJ & @masslivenews | BU '15 | Likely tweeting from your local Dunkin
Mr. Tenkrat @PeterTenkrat
4K Followers 284 Following Bruins/PBruins Outsider/NHL Observer/Moron ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀ ⠀⠀⠀ ⠀⠀⠀⠀ ⠀⠀⠀⠀⠀ ⠀⠀⠀ ⠀⠀ ⠀⠀⠀⠀ ⠀⠀⠀⠀⠀ ⠀⠀Definitely not Petr Tenkrat
Kevin Weekes @KevinWeekes
354K Followers 7K Following 3X Emmy Nominee, Insider Broadcaster Analyst ESPN, NHL Network, 📺https://t.co/y6p48Uo4BL NHL Ambassador. Keynote Speaker. Former NHL Goalie. Owner https://t.co/QsRydeTJ6P
Chris Johnston @reporterchris
294K Followers 4K Following NHL Insider: @TheAthleticNHL, @TSNHockey, @sdpnsports.
Kyle MacLennan @MacLennan28
6K Followers 458 Following Head Coach & General Manager - Weeks U18 Majors | HNS High Performance Program
Ryan Smith @RyanQualtrics
111K Followers 470 Following Founder @Qualtrics, Chairman/CEO Smith Ent. Group (SEG), @UtahJazz, @UtahMammoth, @Haloxco, @BYU, 5 ninjas, 1 amazing wife “I’ll go where you want me to go”
Jesse Marshall @jmarshfof
28K Followers 2K Following Freelance Penguins talk. @TheAthleticNHL @McKeenshockey @ThePHWA. NHL Draft. #fancystats. Hockey Strategy. West Ham. Gaming. Racing. Mental health. Girl Dad.
What Chaos! @WhatChaosShow
11K Followers 12 Following Hockey is weird. What Chaos! is the ALLCITY Network National Hockey show, hosted by @PeteBlackburn and @DJ_Bean. New episodes Monday-Friday.
HockeyIceStorm @HockeyIceStorm
6K Followers 1K Following Game By Game Shot Reports|Stat Summaries of Games|NHL News|Goal Maps 📍
Villanova Sports Anal... @AnalyticsAtNova
182 Followers 34 Following Bringing Villanova students together through the wonderful world of sports. Established May 2020.
The Bucketless @the_bucketless
511 Followers 317 Following 2023 BDB Finalist Github: the-bucketless Email: thebucketless @ protonmail . com He/him
Rhythm And Writing @RawElementz
4K Followers 990 Following Rapper or Poet? The Black Jedi Apollo https://t.co/N6EPhH7LQh All Booking and feature inquiries [email protected] #4EVERFLY
Paddington Bear Apolo... @MalharShah11
32 Followers 713 Following
URAM Analytics @URAM_Analytics
1K Followers 883 Following Sports Data Science and Analytics content. Focused on sharing others’ work, jobs (#SportsDataJobs), and some of my own stuff. Ran by @papamoon92
hockey-statistics (@h... @HockeySkytte
5K Followers 781 Following DMs are open Email: [email protected] Subscribe: https://t.co/uIDnzmaglO Creator of https://t.co/Xqc4VxP5SS
UFC Roster Tracker @RosterTracker
49K Followers 112 Following Tracking the UFC active roster... robotically. 🤖
David @dphillipshky
169 Followers 182 Following @eliteprospects Goaltending Scout | @NewEra_Scouting contributor
Medved Prospekt @MedvedProspekt
279 Followers 482 Following Scouting Reports and Highlights from the KHL, MHL, NHL, and More! Russian Scout @mckeenshockey
UFCStats💭 @TheUFCStats
53K Followers 1K Following MMA News and Commentary💥 | The GOAT of UFC Picks💥 | Occasional Meme Aficionado💥 | Powered by @rainbetcom💥 | No affiliation to the UFC or Uncle Dana
Johns Charts @johnscharts
330K Followers 70 Following Follow the Money Options Trader. Risk Management is #1 Priority. 10x. Not Investment Advice. ❤️Attack Survivor.
The Wall Street Journ... @WSJ
20.9M Followers 1K Following Sign up for our newsletters and alerts: https://t.co/QevH0DLQi8 | Got a tip? https://t.co/iXIigdPjEZ | For WSJ customer support: https://t.co/DZgH9n53qg
MarketWatch @MarketWatch
4.7M Followers 195 Following News, personal finance & commentary from MarketWatch. For customer support, visit https://t.co/Uu49STq7M6
Jon Anderson | BlackS... @profit_jon
103 Followers 168 Following 🖥️ | +1 Year Leverage ETFs Stock & Options Trader 💭 |The Magic You’re Looking For Is In The Work You Avoid 💰 | $DIA $QQQ $SPY
Noah Smith 🐇 @Noahpinion
361K Followers 2K Following Writes about economics, posts about rabbits. For serious opinions/analysis, read my blog: https://t.co/KfUxUlCYPz
PyQuant News 🐍 @pyquantnews
155K Followers 523 Following Where finance practitioners get started with Python for quant finance, algorithmic trading, and data analysis | Tweets & threads with free Python code & tools.
Jim Cramer @jimcramer
2.3M Followers 692 Following Host of @madmoneyoncnbc and I run the CNBC Investing Club. Preorder my new book now: https://t.co/uSkNnBTZSl
unusual_whales @unusual_whales
2.5M Followers 2K Following Stocks/Options/Crypto/Market News/Tools. Not advice @Polymarket partner Open a tastytrade account: https://t.co/wGf2ZdlpzY Discord: https://t.co/0xJ9e0Zr98 More: https://t.co/nsxZlPUsA4
Neil Pierre-Louis @pierreanalytics
3K Followers 824 Following Developer, Baseball Systems @redsox | Creator of @nhlxgbot and https://t.co/zsGV3hLt75 | Former @uncanalytics @google | UNC Alum (‘23)
qmjhlquery @qmjhlquery
99 Followers 262 Following Certified Microsoft & Google Data Analytics Professional. I believe analytics are a tool to be used alongside scouting to find an edge in player evaluation.
cars.destroyed.our.ci... @CarsRuinedCity
38K Followers 186 Following This account highlights historical, modern and statistical comparisons on why highways, parking lots and stroads ruined our cities for the automobile.
Owen Kewell @owenkewell
528 Followers 397 Following Data scientist for @OHLSteelheads | Helping hockey teams answer important questions | Python, ex-management consultant | He/him
Grant McCagg @grantmccagg
23K Followers 2K Following Founder of Recrutes and HabsCast, a daily podcast covering the Montreal Canadiens and their prospects. https://t.co/tLpoY5lify
Chase Rochon @chaserochon18
882 Followers 1K Following Brock SPMA Alumni 📚 | PDA Evaluations CEO 👤 | SAC Hockey Ops & Recruitment Agent ❌️ | Fort Erie Meteors Hockey Ops ☄️ |
Mark Dube @HockeyDube
396 Followers 343 Following Enthusiast of all things Hockey and poutine connoisseur. McKeen’s U.S. regional scout. @mckeenshockey
Grahamslam @GrahamSlamYT
229 Followers 504 Following Hot Guys Play Bass Average Hockey enjoyer. Excited Sharks fan. Jagger Firkus fan. RIP Johnny Hockey #13
Inside The Rink @inside_the_rink
6K Followers 211 Following Your one-stop-shop for all your #NHL and #ECHL news, insights, and analysis. ✍️🎙🎥. #HockeyTwitterTrends for United States
You might like
