Houston Astros general manager Jeff Luhnow is a very smart man. There’s not much dispute about that – he has an MBA (from Northwestern’s Kellogg School of Management) and degrees in economics and engineering. He’s developed a reputation for being well-prepared.

So after the club acquired Roberto Osuna for Ken Giles at the deadline, columnist Lance Zierlein was well justified when he wrote that “[t]here is no way the Astros haven’t done their homework on Osuna.” And while the organization’s public-relations department appears to have confused the word willfully with willingly (otherwise, this statement regarding Osuna would have a markedly different meaning), even Luhnow himself noted that his own office’s due diligence on Osuna was “unprecedented.” There’s no reason to doubt him.

That said, there are certain outcomes for which no amount of preparation can ultimately account — and that’s relevant to Osuna’s future with the Astros, because, while the right-hander has been punished by Major League Baseball, his criminal case in Canada remains pending. And the outcome of that case could have real consequences on Osuna’s career.

Osuna, for his part, doesn’t want to talk about it, “declin[ing] to provide specifics about the incident” according to ESPN’s Alden Gonzalez. There are multiple reasons why Osuna would refuse to address the charge. To avoid conflicts with an ongoing case, for example. Or to avoid revisiting an episode about which he’s ashamed.

Finally, it could be part of a legal strategy. As Gonzalez notes in his piece, Osuna’s attorney, Domenic Basile, “has entered a not guilty plea on Osuna’s behalf and is reportedly seeking a peace bond that would essentially drop the charges in exchange for good behavior.”

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Anyone who has ever studied statistics generally, and sabermetrics or other analytics specifically, will have at least a passing familiarity with the idea of sample sizes. I’m not a sabermetrician – nor do I play one on TV – but you can’t be a good trial lawyer without at least a decent understanding of statistics. And regardless of the statistic, it’s generally true that one game isn’t really all that useful. I mean, it’s useful in the sense that being entertained is useful, but it’s usually not useful in the sense that you can determine talent levels from it.

Enter the Nationals and Mets. They are both, in theory, Major League Baseball teams. They both play on the East Coast. And on July 31, as major league teams are wont to do, they played a baseball game. And when they were done, this had happened.

And as you might expect for a team that scored 25 runs, a lot went right for the Nationals. Daniel Murphy had three hits, hit two homers, and drove in six, yet had just a 0.10 WPA, because that’s what happens when your team scores 25 times. Tanner Roark, the Nationals’ starting pitcher, tossed seven innings of one-run ball and had two hits, including a bases-clearing double. Matt Adams and Mark Reynolds both homered for Washington, and neither of them even started the game. The Nationals walked eight times, had a hit batsman, racked up 26 hits and, as a team, hit .520/.593/1.000, which, in case you were wondering, comes out to a 311 wRC+ and a .646 wOBA. In other words, the Mets’ pitching staff allowed eleven more batters to reach base (35) than they got outs (24).

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Back in May, the Mariners agreed to a lease deal that would keep them in Safeco Field for another 25 years. At the time, I wrote that the Mariners appeared to be bucking a trend by foregoing public money for a new stadium in favor of staying where they were.

Then, last week, things seemed to change.

Predictably, this was not well received.

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If you’re like me, you use Twitter. Twitter’s awesome! It gives you breaking news, reports on the latest trades, and also whatever this is:

And without Twitter, we wouldn’t have unfettered access to Brandon McCarthy’s observations of the world, which are worthwhile…

Twitter can be good, in other words.

As anyone familiar with that particular platform knows, however, it’s not always. As MLB learned this week, sometimes tweeting can become a pretty risky exercise. Not only have three young players been forced to contend with the ugly sentiments of their younger selves, but the league’s main account has also found itself in the middle of something, as well.

It started with this:

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Remember Ryan Doumit? I’m dating myself by saying it, but back in 2005 and 2006, I was obsessed with him. He was an oft-injured catcher who could really hit. He approached a .200 ISO in back-to-back years of part-time duty in 2006-07 and absolutely destroyed the minor leagues.

But the Bucs were steadfastly against making Doumit their starting catcher, sticking him at first base and in the corner outfield. At the time, I thought the Bucs were making a serious mistake by not playing Doumit behind the plate every chance they got. I mean, the guy posted three wins on the back of a 123 wRC+ in 2008, his first full year of play. How could a team not stick that bat behind the plate?

What I didn’t appreciate at the time were the Pirates’ concerns. Ryan Doumit was an extraordinarily bad pitch-framer, a fact the Pirates knew and I didn’t. And as pitch-framing has become an increasingly important part of the game, an interesting question has emerged: is pitch-framing even legal?

This is actually a really interesting issue, for a lot of reasons — and the first of those reasons is that it forces us, first of all, to define what, exactly, pitch-framing means. What is pitch-framing, anyway? I mean, if you read this site, it’s a pretty good bet you have an intuitive understanding of what it is, but we can’t exactly take our intuition, go to baseball’s rulebook, and look that up. In order to figure this out, we need to have one, firm definition of pitch-framing.

There’s just one problem: there is no one definition of pitch-framing. Here’s proof – we can’t get lawyers, who make definitions of things for a living, to agree on a definition.

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Mike Trout is the best player in baseball. He has 25 homers (third in the league), a 20.7% walk rate (best), and has contributed nearly five runs on the bases (12th). He’s also made 100% of routine plays, 100% of likely plays, and 100% of even plays in center, good for a 3.4 UZR/150. He’s tied with Jose Ramirez for the league lead in WAR. Mike Trout is good at everything! You know this. I know this. All hail Mike Trout.

Commissioner Rob Manfred recently identified what he regards as a flaw, though:

Player marketing requires one thing for sure — the player. You cannot market a player passively. You can’t market anything passively. You need people to engage with those to whom you are trying to market in order to have effective marketing. We are very interested in having our players more engaged and having higher-profile players and helping our players develop their individual brand. But that involves the player being actively engaged.

Mike’s a great, great player and a really nice person, but he’s made certain decisions about what he wants to do and what he doesn’t want to do, and how he wants to spend his free time and how he doesn’t want to spend his free time. That’s up to him. If he wants to engage and be more active in that area, I think we could help him make his brand really, really big. But he has to make a decision that he’s prepared to engage in that area. It takes time and effort.

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Josh Hader is a lefty relief pitcher for the Milwaukee Brewers. You know this; you read this site. Josh Hader has had, statistically speaking, an awesome season. You don’t accidentally strike out 17 guys per nine — in this case, better than half of all batters he’s faced. And Hader seems to have embraced a role of which other pitchers might be wary of great. So it wasn’t surprising when Jon Heyman tweeted this:

By now, you probably know the rest of this story. During the All-Star Game, whilst Hader was in the midst of a surprisingly poor performance on the mound, Hader’s high-school record suddenly came back to light. As the Washington Post’s Kevin Blackistone explained,

Tuesday night’s revelation [was] that Josh Hader, one of the pitchers showcased in Major League Baseball’s 89th All-Star Game, was a serial hate tweeter as a star athlete at Old Mill High School in suburban Baltimore’s Anne Arundel County.

It’s probably important before continuing to understand what kind of hate, exactly, we’re talking about. (Warning: the content is pretty offensive.)

What we have here is unmistakably racist, homophobic, antisemitic, and misogynistic hate speech. And that doesn’t happen by accident, either.

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The 2018 Home Run Derby was an awesome spectacle despite what appeared, on paper, to be a lackluster field. Bryce Harper, who somehow has 173 career homers and is still just 25, won the event in a dramatic finale that saw him best fellow catcher-turned-outfield-slugger Kyle Schwarber.

Or did he?

Yes, that’s #Justice4Schwarber trending on Twitter. My personal favorite hashtag, though, was this:

In short, the Twitterverse (mostly, to be fair, Cubs Twitterverse) was abuzz with the sentiment that Bryce Harper won the Home Run Derby by cheating. Specifically, by doing this:

You can also see that video here. In terms of what it shows, it’s pretty obvious: during the last minute-plus of his final round, Ron Harper (who, by the way, has alarmingly immense limb musculature) didn’t wait for Bryce’s batted balls to hit the ground before tossing another pitch to his son. It’s also pretty clear that, absent those extra pitches, Bryce wouldn’t have been able to catch Schwarber. As Jay Jaffe explained yesterday (emphasis mine):

[T]he 25-year-old Nationals superstar did have his back to the wall in the final round against fifth-seeded Kyle Schwarber, but with nine homers in the final minute — on 10 swings by my count, though ESPN’s broadcast said nine in a row — he tied the Cubs slugger’s total of 18. On the second pitch of the 30-second bonus period, he lofted a 434-foot drive to center field, then did a two-handed bat flip as the crowd went wild, and quickly handed the trophy to his barrel-chested father, Ron, who had pitched to him[.]

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I know what you’re thinking even before you complete the first paragraph of this post: Sheryl’s trade proposal probably sucks.

I don’t blame you. Most trade proposals suck. As we pass the All-Star week contemplating trade value, though, I thought I’d take an opportunity to indulge myself by imagining a deal that makes too much sense (in my head, at least) not to happen. I contend that, before this year’s July 31 trade deadline, the Chicago Cubs should trade Tyler Chatwood to the New York Yankees for Sonny Gray.

One flaw is immediately apparent: contending clubs rarely make trades with other contenders. Why would they? Teams bound for the postseason are typically looking to add present talent while surrendering players with future value. Both the Cubs and Yankees are contenders. Both Chatwood and Gray are major leaguers. So already this is improbable. Because of their struggles, though, Chatwood and Gray actually possess unlocked future value, though — future value that another club, in my opinion, is more likely to unlock.

I’ve written about both pitchers this year. Both have struggled. Let’s start with Chatwood. When I examined his season back on May 22, he had a 3.14 ERA despite an 18.3% walk rate and 102 FIP-, the latter figure mostly on the back of an unsustainable 3% HR/FB. Since then, his walk rate has actually increased; since May 22, he’s recorded an 18.8% walk rate. That’s bad. Not only has Chatwood produced the highest walk rate among pitchers with 30 or more innings this season, but his 18.6% mark would actually represent the second highest among qualifiers* since the integration of baseball.

*The highest mark since integration is 20.3%, produced by Tommy Byrne in 1949. Improbably, Byrne still managed to record a 92 ERA- that year — that is, he prevented runs 8% better than a league-average pitcher. Overall, Byrne made 170 starts in the majors and logged 1362.0 innings, posting a career walk rate of 16.8% but still managing a 103 ERA-.

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Brett Gardner’s posted a walk rate north of 10% six times in his 11-year big-league career, including each of the last four seasons. He’s racked up 2.5 WAR or better in every full season he’s played, on the back of sometimes elite defense, consistently above-average offense, and the ability to knock a few dingers into the short porch in Yankee Stadium III. In other words, Gardner is a Very Useful Player, the kind of complementary piece every contending roster needs.

That’s not Gardner’s reputation, though. Instead, Gardner is regarded more as a “pest.” Not because of his conduct as a person — I’ve never met him, though I’m sure he’s a lovely human and fine conversationalist — but rather as a leadoff hitter. And the numbers mostly bear this out: this year, he’s seeing 4.15 pitches per plate appearance, 10th best in the American League. Last year, it was 4.23 pitches per plate appearance, seventh best in the American League. In 2016, Gardner saw 4.09 pitches per plate appearance, 16th best in the Junior Circuit. You get the idea: Gardner is a tough out. Jeff Sullivan wrote about this last year during the playoffs.

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