Blake Atkinson @BlakeTAtkinson
👨🏻💻M.S. in Data Sci/Specializes in Sports Data Cincinnati, OH Joined July 2011-
Tweets485
-
Followers521
-
Following2K
-
Likes6K
@betstamp Doesn’t FD just generally have less vig on one way markets
@BudElliott3 With 100 teams running the tush push def worth trying to find an off speed pitch version
2023 YTD MAE One standout is right there with the line: Stats Tailgate by @BlakeTAtkinson (model added this week). Also posting strong figures worthy of recognition: @Room44B & CBCR2 from @DawgQuant. 6/7
Here's a 4-pack of my (suspiciously) largest edges - I'm almost certainly missing something - or maybe my model just hates large swaths of Texas
@DawgQuant I show value on most of these too 🤝🏼
@professor042 Right now I’m making do with calculating implied and manually looking up to make sure it’s available. I’m not sure there are many options. I may just have to figure out the key numbers and then take the closest one to market implied 50/50
@NotNotBRoller matplotlib with a 3x3 gridspec. Credit to @CFB_Data as always for venue/colors/start times etc
Pipeline issues, life in the way for CFB viz but love NC St -14.5 and would play Minnesota if there’s a -7 for tonight
All-time @CFB_Data leaderboard, n>=500. Interesting cluster @ the top. Going to have to my eye on @trentonsorensen and @BlakeTAtkinson!
Ran out of time making viz, but going to try and post/log picks. Two bets I'd still make: LA Tech inside 13 for the talent gap and SDSU TT over better than 27. Grade on SDSU QB who took over midway last year good, OC has to be better, and Ohio steam has nothing to do w/ defense
Not sure why it smited Michigan, Clemson, Pitt, Louisville. Going to see how it does and tweak it. Right now, not even close to actionable model performance. Shoutout @BudElliott3's summer school, tons of signal there, and of course @ESPN_BillC 's SP+ system.
@bluebloodsbias Kentucky has beaten Louisville by a combined 122 points their last 4 meetings
Links to @Sentdex video and @ZhiyingJ 's paper: arxiv.org/abs/2212.09410 youtube.com/watch?v=jkdWzv…
Gzip is indeed all you need 😂 inspired by the @Sentdex video (on @ZhiyingJ's paper) I compressed @ESPN_BillC burning questions using Gzip and ran a KNeighbors regressor on it. It correctly identified Georgia, Alabama, and Michigan as top teams out of sample. THIS SHOULD NOT WORK
Rufus @RufusPeabody
59K Followers 884 Following Described by Michael Lewis as "too sweet-natured to be a hustler" @BetTheProcess @UnabatedSports @MasseyPeabody
David Hess @AudacityOfHoops
4K Followers 1K Following Dev & analyst @TeamRankings @PoolGenius @BetIQ_ / expert ball-knower per @kenpomeroy / NCAAB / NFL / garbage-loving chaos goblin / music / beer / joke ruiner
Bureau of Human-Bovin... @CowboysStats
20K Followers 2K Following Now-defunct repository of advanced stats and graphics celebrating the human-animal hybrid lifestyle. Saw beauty in the grotesque, and adhered to the Code.
Bill Connelly @ESPN_BillC
100K Followers 3K Following ESPN writer, professional nerd. SP+. Author of three books (Forward Progress, Study Hall and 50 Best*). College football, soccer, tennis. Puma addiction.
Robby @greerreNFL
11K Followers 361 Following NFL analytics & prediction || models available on https://t.co/r78qb6taxk
Justin Perri @JustinPerri8
18K Followers 2K Following Product Marketing & Predictive Data Analyst. @Shot_Quality.
Bill Radjewski | Coll... @CFB_Data
11K Followers 322 Following Bill Radjewski (aka BlueSCar) | Software guy who dabbles in analytics | https://t.co/O5HOuJWdDE
Zach Feldman @ZachFeldman3
1K Followers 576 Following
Cory Collins @CoCoCoryCollins
1K Followers 736 Following Human behind the bylines. Author. Journalist. Editor. Nerd. he/him/his. College friends called me 'the next Judy Blume.' So far, more of a 'Judy, Whom?!'
StrokeSights @strokesights
20 Followers 97 Following Golf analytics & visualization. Breakdowns for every PGA TOUR event.
Kal Vepuri @kalvepuri
17K Followers 7K Following Building a healthspan system @HeroHealth. (Pre)seed angel investor. 18 unicorns.
Stephen Bowman @BowmanStephen
226 Followers 984 Following
Xanya Venny @VennyXanya74602
10 Followers 491 Following
Agarkir @Agarkir62240
45 Followers 2K Following
Sheveart @SheveartNOcGc
29 Followers 735 Following
Mya Price @PriceMya91489
25 Followers 646 Following
Amia @LoythioqncaTbg
2 Followers 466 Following
Jesse Lokovich @Lokovich_717
321 Followers 509 Following You can’t give your life more time, so give your time more life
Slrilith @Slrilith_nUM
2 Followers 386 Following
Sebastiane @TewglootwysG
2 Followers 370 Following
Joseph Armstrong @JoeArmstrong789
106 Followers 605 Following Freelance IT/Software Developer. IT Masters Graduate, '22, at the University of Cincinnati.
Noughpsoath @Noughpsoath0x2
38 Followers 4K Following
Sawtew @SawtewCuiH
39 Followers 4K Following
Jared @JRizzle_11
698 Followers 2K Following Ex-Pro Futsal Player for @england | trader | bitcoin maxi | trade sports on @novig | Bitcoin Alpha ‘25 | 🇺🇸 🇬🇧 🇮🇱
Lorenzo Carli @lorenzo_carli83
1K Followers 375 Following
Stat Guy @PATS_STATS_
61 Followers 258 Following Options trader. Fantasy Football analyst. Sports betting edge hunter. Escaping the 9-5 through calculated risk.
@RxDocPicks @rxdocpicks
105 Followers 667 Following NFL ‘ Capper makin’ 💵 NFL Sides 4 years - 59%, NFL Futures ROI 10%
. @razorsharpbro
626 Followers 639 Following
daniel maro @phattymaro
145 Followers 1K Following
MarineMatt @24marinematt
165 Followers 368 Following
Ted Kuehler @TedKuehler
274 Followers 1K Following
Mason Crutchfield @MasonQ_Crutch
298 Followers 609 Following Husband, Father, University of Alabama Alumnus, Golfer
Trace Fields @trace_fields
38 Followers 244 Following
Tom W @twbuilds
2K Followers 2K Following Currently tinkering on as of Sept '25: Prediction markets, agentic engineering, newsletters / publishing, townhome entitlement. But always open to other ideas.
Chazz Chillington @ChazzChili
20 Followers 564 Following
Bryant Hales @goalgridBryant
191 Followers 285 Following @WUSTL '21. Currently creating https://t.co/F3G5CERRFT (DIY expected goals based analysis in soccer), and applying similar analytical methods to other domains...
Just a Dog @N4Bogey
8 Followers 218 Following
Big Event Tickets @BigEventTickets
331 Followers 971 Following The Source For All of Your Ticketing Needs [email protected]
Jeff @ragnor1331
94 Followers 321 Following
Thomas ⭐️⭐️�... @Thomasaurus_R3x
127 Followers 361 Following tOSU alumni, Queen City born, B1G raised. Columbus till I die. Carried to Ohio in a swarm of bees.
Saleem @Saleem_It_Yea
229 Followers 2K Following Data Scientist / Quant. He/Him. Modelling sports rn.
Steve Prichard @sprichard20
20 Followers 66 Following
Thelma_ @Thelma270523
80 Followers 5K Following
batmangoat24 @batmangoat24
0 Followers 15 Following
Graham Coffey @GrahamCoffeyDC
40K Followers 2K Following Publisher/Co-Founder @ Dawgs Central. Like the drink, only not spelled the same.
Computer Cowboy @benbbaldwin
116K Followers 758 Following @ben_bot_baldwin | @nflfastR | @Open_Source_FB Danny's economist friend | bbaldwin206 at gmail dotcom
Rufus @RufusPeabody
59K Followers 884 Following Described by Michael Lewis as "too sweet-natured to be a hustler" @BetTheProcess @UnabatedSports @MasseyPeabody
Tej Seth @tejfbanalytics
34K Followers 698 Following football data science | stats & scheme newsletter with @syedschemes | sandra bullock was wrong about run/pass splits in the blind side ॐ
David Hess @AudacityOfHoops
4K Followers 1K Following Dev & analyst @TeamRankings @PoolGenius @BetIQ_ / expert ball-knower per @kenpomeroy / NCAAB / NFL / garbage-loving chaos goblin / music / beer / joke ruiner
Timo Riske @Timo_NFL
34K Followers 115 Following Mathematician, Data science @PFF. A simple mind thinks everything that didn't happen couldn't have happened. Tweets/opinions are my own.
Bureau of Human-Bovin... @CowboysStats
20K Followers 2K Following Now-defunct repository of advanced stats and graphics celebrating the human-animal hybrid lifestyle. Saw beauty in the grotesque, and adhered to the Code.
Udit Ranasaria @uditranasaria
2K Followers 3K Following Director of DL Research @ SumerSports Past: Research @ Cleveland Browns, SWE @ Microsoft, ECE @ CMU
CFBNumbers @CFBNumbers
15K Followers 2K Following My name is Jason Scott DeLoach, nice to meet you! College Football analysis through the good ole fashioned computer! | Product Success: @Teamworks
Jeffrey Benson @JeffreyBenson12
51K Followers 2K Following Director of Operations @CircaSports #BetJeff
Arjun Menon @arjunmenon100
18K Followers 598 Following Football Analytics @nyjets | Previously: @PFF, @umichfootball💍
Rob Pizzola @robpizzola
56K Followers 868 Following Pro sports bettor. CEO @TheHammerHQ. Co-owner @Betstamp. Educational content @CirclesOffHQ, NFL content @FwdProgressHQ.
Anthony Reinhard @reinhardNFL
16K Followers 947 Following Football Analytics | Data Viz | More @ https://t.co/4LyLmQRGuh
Kelley Ford @KFordRatings
31K Followers 556 Following College Football and College Basketball Analytics
Ethan Douglas @EthanCDouglas
9K Followers 625 Following stats & vibes. at the odd intersection of sports analytics & urbanism
Bill Connelly @ESPN_BillC
100K Followers 3K Following ESPN writer, professional nerd. SP+. Author of three books (Forward Progress, Study Hall and 50 Best*). College football, soccer, tennis. Puma addiction.
Benjamin Robinson @benj_robinson
4K Followers 2K Following Cincinnati expat/MD denizen, proud Jew, @jon_m_rob clone/uncle-in-chief, @GrindingMocks creator/ex-@fboutsiders contributor, YNWA/TOBTTR/H2P, doting cat-dad.
Lee Sharpe @LeeSharpeNFL
13K Followers 392 Following He/him | https://t.co/O7VysPMTBV | Developer @nflseedR | Game data @nflfastR | Former Betting Analyst @PFF | Go Bears
Delta Devils Men’s ... @MVSUMBB
12K Followers 408 Following Mississippi Valley State’s Men’s basketball team. your favorite SWAC powerhouse. parody. Soon to be led by somebody. 7x SWAC Champions. #ValleyInMotion
CFB Injury Report @CFBInjuryReport
1K Followers 300 Following College football injury news and updates. Mostly gameday retweets of beat reporters and message boards. Operated by @CFBWinningEdge
RotoWire🏈CFB @RotoWireCFB
6K Followers 78 Following A RotoWire feed dedicated to CFB fantasy football 15% off any subscription with SOCIAL15 https://t.co/2PHIeSEAVY
Alex Bilzerian @alexbilz
18K Followers 1K Following American. prev: {@openoceanvc, ML Lead https://t.co/4XnnBXDnNH, L/S Equity HF, Cornell: Physics & Creative Writing}
Donald Cayton @de_cayton
532 Followers 174 Following Data Scientist at Atlanta United | Duke 25’ | UNC 21’
WarTranslated @wartranslated
732K Followers 974 Following 🇪🇪 Estonian-born blogger | https://t.co/olceNoeCxI | https://t.co/JckIQOdLob
Steve Kornacki @SteveKornacki
627K Followers 764 Following Chief Data Analyst, NBC News Speaking inquiries: https://t.co/vKeMaAfvIT
Xavier Bresson @xbresson
17K Followers 904 Following Prof @NUSingapore #GraphNNs #LLMs #Theory #MolecularMaterialScience #Teacher #NRF_Fellow #MediocreImmigrant Opinions my own
Graham Coffey @GrahamCoffeyDC
40K Followers 2K Following Publisher/Co-Founder @ Dawgs Central. Like the drink, only not spelled the same.
Scott Maran @realallinhockey
2K Followers 2K Following ai; building stanford math+statistics, sports betting
Kim Doss @KimDoss71
1K Followers 857 Following Women's sports | Punk rock | Proud class reductionist | Current: @AZDesertSwarm, @herhoopstats
Jules Eileen Roscoe F... @julesaroscoe
1K Followers 349 Following Writer, editor, journalist, outdoorsperson. || Something I should know? julesroscoe . news @ gmail // signal: julesaroscoe.07
Ross Dellenger @RossDellenger
148K Followers 3K Following Writing about college football for @YahooSports; contributing for @On3 | Email [email protected]
Taylor Snarr @taylor_snarr
3K Followers 605 Following Data. Coder. Science. Basketball. Music. I know the best coffee shops in SLC. Creator of Estimated Plus-Minus (EPM) and https://t.co/Z14PGekM0t.
Albert Gu @_albertgu
21K Followers 77 Following assistant prof @mldcmu. chief scientist @cartesia_ai. leading the ssm revolution.
Tri Dao @tri_dao
42K Followers 656 Following Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Ricard Solé @ricard_sole
18K Followers 930 Following Scientist & skeptic. Dad. Pathologically curious. Complexity, synthetic transitions, liquid brains, Earth Terraformation. ICREA+SFI professor. Author. Humanist.
gretchen morgenson @gmorgenson
19K Followers 718 Following Senior financial reporter, NBC News Investigations; Pulitzer Prize 2002; former NYT, WSJ; latest book on predatory finance https://t.co/pO8kzsE5xT
deepvaluebettor @deepvaluebettor
3K Followers 338 Following man in ✨ fínãnce ✨🥴 love to hate nyc 🐀🥀 building @sportfoliokings @bettorgpt
Gary Marcus @GaryMarcus
228K Followers 7K Following OG GenAI Skeptic; spoke at US Senate. Warned about hallucinations in 2001. Advocating world models & neurosymbolic AI ever since. Author, Marcus on AI & 6 books
OSINTdefender @sentdefender
2.3M Followers 2K Following Open Source Intelligence Monitor focused on Europe and Conflicts across the World. RT ≠ Endorsement. Want to Support my Work? https://t.co/PcUbewvWPr
Amrit Vignesh @avsportsanalyst
2K Followers 5K Following ORFE @Princeton | QR @ Premonition | Sports Analytics
Cᴀʟɪʙʀᴇ Oʙs�... @CalibreObscura
220K Followers 737 Following V. part time Arms Researcher & Occasional Effortposter. Interested in MENA/Asia NSAGs
CC @TheBestWager
3K Followers 373 Following Robbie Ray 150-1. CBB originator. Go Cards. UTC. Idiot that believes in analytics. I’m not here to argue.
Jon Rothstein @JonRothstein
447K Followers 4K Following College Basketball Insider, CBS Sports. Content Creator, FanDuel. Host of INSIDE COLLEGE BASKETBALL NOW. I love Peroni. https://t.co/VFI847j03Q
The Board 🔨 @TheBoardHQ
1K Followers 14 Following The NBA content division of The Hammer Betting Network, an industry leader in providing trusted sports betting content. Check out @TheHammerHQ for more 🔨
Bunkie Perkins @BunkiePerkins
64K Followers 5K Following "Look how jacked I am! I'm not even on the gas. I'm a dad!" - Matt Jackson, Young Bucks
DP @All_Day_DP
500 Followers 2K Following
Abakcus @abakcus
98K Followers 287 Following Abakcus is the best curation site for math and science. Please subscribe my weekly newsletter! It is FREE! https://t.co/uPkgdO2mwT
michael egle🌪 @deceptivespeed_
1K Followers 1K Following Loyal Son, Forever True | Sports Data Analyst
Ryan Brill @RyanBrill_
1K Followers 470 Following Ph.D. Statistician from @Penn. Basketball data scientist @UtahJazz. Interested in statistics, probability, and sports. Views expressed are my own.
OnenDenis @onendenis
162 Followers 2K Following Andy Molitor once said...By no means am I calling Denis a bad bettor
Adam McClintock @cfb_professor
10K Followers 1K Following Science by profession. CoFounder of @CFBAnalytical & @MyCATScore. Consultant to HCs/ADs/FB Ops. Proud husband of @pmcclintock4. Dad of boys. Lover of music. ✟
Alex 'This is fine.�... @Nex_27
124 Followers 175 Following Also on BleuSky. Chaotic Good. I try to be right 52.5% of the time. I also mostly have no idea what I'm doing. 🥇 @CFB_Data 's 2023 prediction game
Arianna Di Bernardo @ari_dibe
419 Followers 201 Following Manifolds and Neural Computation 🧠⚙️ PhD student in @ostojic_srdjan lab at @ENS_ULM, Paris 🇫🇷 https://t.co/pkVj1I7NDA
Jak Jones @JakLysowski
240 Followers 332 Following https://t.co/Bosc7Z7bQM -- Data scientist who gambles and really likes scrabble tourneys (check me on cross-tables). https://t.co/lXXeM3M521…
Tyler Shoemaker @TShoeIndex
9K Followers 1K Following Creator of T Shoe Index (TSI) ratings, projections and bets. Betting analyst @VSiNLive. [email protected]
Kyle Bennison @kylebeni012
268 Followers 509 Following WIP data scientist @Staturdays writing about CFB, NFL, F1, Indycar. @chilis advocate.
Thomas Casale @TheTomCasale
11K Followers 2K Following College Sports Betting Analyst @SportsLine and @CBSSports. The Early Edge. CBS Sports Network. Father of two long snappers. Man of the people.
E @__e_r_f__
71 Followers 608 Following
Jerrick Backous @JerrickBackous
3K Followers 1K Following He/Him | 🏳️🌈🏳️⚧️ | Co-Founder of @campus2canton | R enthusiast | #Dynasty, #Devy, and #C2C | #SFB11 #SFB12 #SFB13
tackleboxprops @tackleboxprops
4K Followers 655 Following Director of Betting @RPO_Football | 2022-2025 Tackle Props: 235-87 (73%) +164.87u | 2025 YTD: 42-16 (72.9%) +29.95u



























