šŸˆ @Unexpected_Pts newsletter/pod. Previously Data Scientist @PFF. Stats are numbers, numbers are nerds, nerds are losers. Therefore, stats are losers

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Joined May 2014
Kevin Cole retweeted
My entire write-up with more advanced stats and visuals. I dissect the Week 6 changes and talk about MVP markets, including a longer-shot QB who I think is priced too low unexpectedpoints.com/p/adjus…
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The discussion isn't whether the coaches have relevant contextual information beyond models. They do. But the evidence shows that they have bias towards information that makes the conversion more difficult. It doesn't work as often in the other direction
Replying to @benbbaldwin
Over the past 5 seasons, the 49ers have faced 311 4th downs where the difference between go & kick was 2 percentage points or less (like his 51-49 hypothetical). They have kicked 89% of the time in those situations xitter.cf/BaySean/status/2112902…
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Josh Allen has risen to the top of the @Unexpected_Pts Adjusted Quarterback Efficiency. Allen is also leading in total adjusted EPA
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My entire write-up with more advanced stats and visuals. I dissect the Week 6 changes and talk about MVP markets, including a longer-shot QB who I think is priced too low unexpectedpoints.com/p/adjus…
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Should Eric Dickerson worry about Kenneth Walker’s hot start? @Unexpected_Pts Looking back through decades of NFL data to see how Walker's start compares to the greatest rushing seasons ever Link below
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Good outcomes for the @Unexpected_Pts Power Rankings in Week 6, let’s see what they say about misaligned markets in Week 7. Link to review of Week 6, rankings for Week 7, comparison to prediction/betting markets and my commentary: unexpectedpoints.com/p/week-…
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*For recreational purposes only* Example of last week's @Unexpected_Pts "Model vs Market" table from Sunday morning. I update this daily for injuries and other news along with the power rankings
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I need to know the 98% go-for-it situations (not even sure what that percentage means, but anyway) when the coach doesn't already believe they should
Kyle Shanahan says a 51% analytics recommendation won’t convince him to go for it because he gets one shot, not an hour at a blackjack table ā€œI don’t want to hear about it if it’s 51% of the time we should go for it.ā€ ā€œAs I always say, I’m not sitting here playing Blackjack for an hour with no one else at the table, and eventually I’ll get 51% of it. Like, I have this one try, and I have a feel for it. I’ve been doing it too long.ā€ ā€œBut what I want to know from him, when it’s not a feel, when it, no, this is 98%. We don’t even need to talk about it. So we don’t need to talk about it. Tell me when it’s that, and I’ll just do it.ā€
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Updated quarterback PFF grading and efficiency (EPA/play) through Week 6 MNF
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NFL EPA leaderboards @Unexpected_Pts updated for Week 6 through MNF. Brock is out of the top spot (can't exact number with rounding) in per-play efficiency, though Lamar has significantly lower volume. Josh Allen ahead in total EPA
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Mike Evans up to third in total receiving EPA. We'll see about the injury
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Christian McCaffrey up to 5th in rushing EPA after a great Week 6. Lots of that related to touchdown production, as he hasn't had strong overall volume
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Adam Schefter is a owner and investor of two sports betting apps. Within a span of hours he tweeted that Jalen Hurts wouldn’t be put on injured reserve. Hours later the eagles put Hurts on IR. How is this not investigated?
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Is C.J. Stroud back? Through Week 6, he has the highest PFF grade and EPA efficiency of his career
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Kenneth Walker's 665 rushing yards through five games trail only four of the 20 best rushing seasons ever at the same point: OJ Simpson 1973 (813) Jim Brown 1963 (787) Jamal Lewis 2003 (742) DeMarco Murray 2014 (670) Walker is ahead of Eric Dickerson's record 1984 season, which had just 498 through five games. His 17-game pace is 2,261 yards. To break Dickerson's 2,105, he needs 120 yards a game the rest of the way, about 90% of his current rate.
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Derrick Henry shows up twice in the top-20 seasons. He faded in 2024, but finished strong in 2020 (16 games)
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Highlighting Barry Sanders' two top-20 rushing seasons because he was my favorite player as a kid
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