dr. doug liebe @dougliebe
data scientist // ph.d. in data analytics // [email protected] Stillwater, OK Joined January 2012-
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Comparing outcomes so far to pre-qualifier bookmaker expectations. Overperforming: SEA, ATL Underperforming: NY, BOS Every other team is pretty much right where bookmakers thought they'd be at this point. Good to remember the context!
Been thinking more about how assists factor into the game. Interestingly, if we control for map/mode rates of assists per kill, teams with fewer assists per kill win more fights. There's HUGE correlation/causation bias here, but probably a counterintuitive result.
Massively important games for making Winner's Bracket today
If I die, all my boys have permission to say “on my dead homie” before blatantly lying
How much kill damage comes from assists? - In HP, 40% of kills have an assist - The avg dmg/kill = 190 - A linear model predicting total damage says the best formula is DMG = 156 x Kills + 86 x Assists So the avg assisted kill gets ~ 86 / 190 or 45% of the dmg from the assist!
LAT Hardpoint in the first 2 months of the season vs last 2 months: Before: 1-13 record w/ point differential = -52.9 (12th) After: 9-10 record w/ pt diff = +14.9 (4th)
Abezy with the 4th highest series BPR of the season, Simp with the 8th, against the #2 team in the standings 🤯
Abezy with the 4th highest series BPR of the season, Simp with the 8th, against the #2 team in the standings 🤯
Despite the 3-0 CTL and 5-6 game 5, BOS probably "deserved" to lose. Not a particularly impressive showing
this man said I love the guy like him and Gru just chop it up on the regular lmao
this man said I love the guy like him and Gru just chop it up on the regular lmao
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@dougliebe Winning your 1’s is the most important I guess 🤷♂️
@dougliebe OR - high k/d player on losing team = dirty killwhore. Whichever it is depends on how much you like the player!
@dougliebe @MoneyHillStats @TimsTakesCDL Also the past 2 years I think, this is the first year without it sadly
@NOBULLSHlT @acoknows @ZooMaa The whole dynamic and flow as a team changes the % of winnable gunfights for each player on the team it matters more than you think
how a data scientist looks at you after you ask him to write just one single function instead of giving you a 933 line unparametrized jupyter notebook with no requirements.txt file
trying to elevate the level of coverage for stuff again, lmk what y'all think about these for SnDs h/t to @JPROSP8 and @CollegeCoD for the inspo
❌ No 5-1 comeback for Kaos @SDGamingOrg clutch up in Round 11 to secure a 2-0 series lead
@dougliebe @_TheRotation So what does middle mean I’m fast/slow so my pacing is S tier
any questions or anything hmu, i am off to bed tho and will get to everything some time in the AM, been a grind this week holy fk
⚡️ NA // Elite Stage 2 Player Stats Full sheet ⏬ docs.google.com/spreadsheets/d…
Caitlin Clark, I’m so sorry. Today I was part of the problem as there's a drive into deep left field by Castellanos and that'll be a home run. And so that'll make it a 4-0 ballgame.
Caitlin Clark, I'm so sorry. Today I was part of the problem. indystar.com/story/sports/c…
I think its incredible that @Subliners has given their community the chance to create. Waking up and seeing @LAGLiners merch is amazing to see! Come on out and support the challengers squad (Link is in the replies!) Shoutout to @RedBeardMortis and @TheMattLucero #StandClear
Huge W for competitive Call of Duty, love to see it.
Today we announce major changes to our CDL Team Agreements to create a stronger, more sustainable league. Read more here: callofdutyleague.com/en-us/news/the…
@_TheRotation Still the best advice for challenger players. Can’t believe I gave it out for free
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