data science mercenary • weird about baseball • made stuff+ (on FG) • formerly
@astros
r&d • neuroscience PhD
@usc
• dad bod (likely related to being a dad)
Struggling Cody Bellinger is hitting 8th tonight in the
#Dodgers
lineup. He has a slash line of .165/.262/.284 this season with 55 strikeouts in 176 at-bats.
The last player to hit 30 homers for the Giants was Barry Bonds. The Giants have won three World Series since then. What’s this say about stacking a lineup with power hitters, if it says anything?
Some personal news…
April was my last month with the Astros. For now, I’m moving to a role outside of baseball. Working with this team of exceptional individuals has been an extraordinary experience. I’m so grateful to have played my small part in the org and winning a WS.
Unless he extends, we only have two more seasons of Clayton Kershaw. I cannot even imagine the Dodgers without him. Gonna savor every start from greatest pitcher of my lifetime.
The Mets released Travis d'Arnaud on May 3rd 2019. They've since accumulated 2.9 fWAR over that span at the catcher spot over 1,315 PA.
Since May 4th 2019, Travis d'Arnaud has accumulated 3.5 fWAR over 662 PA.
Buehler’s problem is that he knows he can’t dominate with raw stuff anymore but instead of developing an approach that’s optimized for the stuff he does have (which is more than serviceable) he just has no approach at all.
There’s something very funny about sending a scouts to watch Max Scherzer. What exactly are you expecting to learn that you didn’t learn over his previous 2,400 major league innings? He’s literally on TV.
Since reading
@enosarris
' article about MLB deadening the ball in 2021, I've done some work exploring who this (likely) impacts the most. I won't bury the lede by describing the method up front, let's start with the juicy stuff: From left to right, the 30 greatest HR reductions.
You want a pitcher to target the corners with their fastball right? The difference between the corner and 6" off the plate is ~0.5 degrees.
Incredible that these guys can command the ball at all.
Oh you think the televised strike zone is bad? It just makes people angry over artificial precision, you say? Have you considered that being mad at fake things is what baseball is all about?
The 2021 Giants are the most unlikely team ever. Sim out that season a million times and I'm not sure you'll ever get a sim where the entire roster produces like that.
It gets worse. If you add up the records of all 30 teams, the record is exactly .500. It works every year. Thanks to MLB, baseball is just a zero sum game now.
Lux has not given the Dodgers a good reason to start him. The underlying batter ball data don’t indicate much power or good contact. I still think there’s potential but Trea Turner is a genuine superstar. In 2022 they’ll probably have the DH in the NL to sort out the infield.
Barnes didn’t do anything flashy in the series clincher, but his contributions were huge:
-Called the entire game across 7 different pitchers allowing 1 run
-Framed up 16 strikeouts
-Hit the ball off Snell that took him out of the game
-Scored the first run on the wild pitch
Location+ is a results-independent model evaluating the quality of pitch location. It's a good proxy for command. Here are the Location+ leaders among starters in 2021:
1. José Urquidy
2. Julio Urías
3. Kyle Hendricks
4. Brandon Woodruff
5. Zach Eflin
@jonbecker_
@camarcano
He didn’t mean this but score is generally treated as extraneous and independent in model design so he’s accidentally completely right on some level.
It's clear that Ray is being coached to throw over the plate more, command be damned. Here's his zone% by count across seasons. First pitch strike rate is way up. It's also up in 2 strike counts, which he now gets to more easily. With BB down, home runs won't cause as much damage
Breaking News: The Delta variant is as contagious as chickenpox and may be spread by vaccinated people as easily as the unvaccinated, an internal C.D.C. report said.
With Rob Manfred eyeing spring training for robot umpire testing, we asked former MLB umpire Joe West for his thoughts. Is this the right move for the league?
I am pro pimping home runs, but not because I love home run pimping (even though I do). I'm pro pimping home runs because I'm pro emotional baseball. That means I'm pro chirping. I'm pro shit talking. I'm pro whatever makes baseball more fun.
I am truly fascinated by the Dodgers signing Pujols. Is it a partial mentorship/clubhouse presence role? Are they letting him chase counting stats? Where is he even going to play? This decision broke my brain and I love it.
The answer is ~4 degrees. So if you drew a circle laterally around a pitcher's hand at release, just about every pitch ever is thrown within a 4 degree window.
What about the inner 50% of pitches? It's ~1 degree.
I strongly agree with this. Games that go to extras have the distinct feeling of being almost a literal coin flip (even if extra inning games have always been close to coin flips even). There needs to be a concerted effort to get rid of the zombie runner. It really sucks.
Remember these guys? They're the marquee players from the 2007 Dodgers, which was 13 years ago.
This should put into perspective just how long Mookie Betts will be a Dodger.
New
@chron
:
How did a neuroscientist working in ‘bioinformatics’ find himself on the Astros’ R&D staff?
Meet Stuff+ creator Max Bay, one of the many behind-the-scenes people fueling Houston’s current dynastic run.
My suggestion is to always assume that Jomboy has done little or no research or fact finding before he posts things. Assume that on things he posts going forward and assume that on things he's posted historically.
Julio Urías has 179.1 IP this season, 100 more than he’s ever thrown. He’s tired, as evidenced by ever-declining fastball velocity. The Dodgers have the luxury of starting their game 5 hours after the Giants. If the Giants win (and clinch the division), they should rest Julio.
Seems kinda weird to spend literally any money on a billboard that taunts fans over a trade they definitely didn’t want and definitely didn’t have any control over.
Mitch White's run-converted Pitching+ gives him an expected ERA of 3.24. You need roughly 400-500 pitches before the model is reasonably predictive, which we had even without data from tonight's appearance. Literally all of his pitches are above average by Stuff+.
Barrels are basically batted balls which have a high probability of becoming extra-base hits. The exact definition can be seen as this cone-shaped sub-region of EV LA space. Instead of discretizing BBEs into barrels, I estimated the XBH probability of each BBE with a GAM.
There is absolutely nothing different about how Bickford is pitching now. He was lucky for a long time and has been a little unlucky lately. Average it out and you have a solid reliever. Dodgers added a nice piece to the bullpen off waivers, which is awesome for him and them.
A curveball is sometimes basically a slider which is sometimes basically a cutter which is sometimes basically a four-seam fastball with a little cutting action so at the end of the day a curveball is a fastball send tweet.
By mandating a 6 IP minimum, the league would be imposing a desirable game aesthetic through brute force. But this comes at the cost of another aesthetic: manager strategy. Part of the fan experience is actively anticipating/entertaining possible outcomes and decisions. 1/2