Archive for Daily Graphings

The First 2-1 Double Play That You Have Ever Seen

As baseball fans who happily allow themselves to be consumed by information, we know, automatically, what certain number sequences refer to. Take, for example, 40-40. That’s homers and steals, applying to the rare player both speedy and powerful. 30-100? Homers and RBI, which, whatever, don’t act like you didn’t know. 6-4-3? That’s a run-of-the-mill double play. 2-1? Padres game. It’s all a different language, and we’re fluent in it, even if it isn’t the sort of fluency you’re comfortable declaring on a resume.

But numbers are just numbers, and they can refer to anything. I mean, it’s possible that 6-4-3 could also mean six runs on four hits, with three errors. You just can’t be sure right away. Now, baseball makes this promise: any day at the ballpark, you might see something you’ve never seen before. It’s an element that helps to keep the game fresh, despite 162 repetitions. Not everyone, granted, might appreciate something rare, something historical. Kind of depends what we’re talking about. In this case, we have something appealing only to dorks. Sunday afternoon in Oakland, Mike Zunino and Felix Hernandez of the Mariners turned a 2-1 double play.

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What’s Already Happened in the AL Central

Hello! The baseball season just started. We’ve gone from one Sunday to a second Sunday, and we still aren’t allowed to do anything with statistics because nobody cares about them yet. While, in theory, spring training is supposed to get everyone ready for the year, the beginning feels like an extended spring training, a transition period following a transition period, and at this point the standings mean nothing. If you were to ask a player today about the wins and the losses, you’d get laughed out of the clubhouse. It doesn’t just feel like there’s a long way to go — it feels like there’s the whole way to go. Also, the Indians and White Sox are four games back of the Tigers and Royals.

It happened fast. It happened before anyone cared, but the White Sox have been swept by the Royals, and the Indians have been swept by the Tigers. Series conclude every few days, and standings change literally every day, but this is notable because the AL Central has four teams who’ve been thinking about the playoffs. The same four teams are still thinking about the playoffs, but as much as you want to say nothing matters yet, everything matters. This is my most- and least-favorite post to write every season.

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Raisel Iglesias Impresses, but Questions Remain

When the Reds signed Aroldis Chapman out of Cuba, a brief attempt was made to make him a starter in the minors, but in the majors, he has pitched exclusively out of the bullpen. Raisel Iglesias, a fellow Cuban import who has been ticketed by some for the bullpen, has already made one more start than Chapman with his debut on Sunday against the Cardinals. Iglesias made it through five innings, giving up three runs while striking out four and walking two. There are still some concerns that could cause him to end in the bullpen, but he showed an impressive fastball that fooled Cardinals hitters when he dropped his arm angle.

Iglesias pitched as a reliever in Cuba and has not been seen too often since signing with the Reds last July for seven years and $27 million. In Kiley McDaniel’s write-up on the Reds prospects, he had this to say about his performance in the Arizona Fall League:

He sat 91-95 and hit 97 mph in these outings, with his stuff varying a bit in each outing. Iglesias is about to turn 25 and there’s some east/west, inconsistency and effort to his delivery, but scouts see the elements of average command in the tank. Iglesias has a four pitch mix and his slider will flash plus every now and then, so there’s mid-rotation upside.

Iglesias’ slider performed well, striking out Jason Heyward in the first inning.
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The Meaning of Small Sample Data

We’re a week into the Major League season, which means most regular hitters have roughly 20 to 25 at-bats, and each team’s best pitcher has maybe thrown 13 or 14 innings. These are the smallest of small samples, and almost anything is possible over the course of five or six games. Right now, we have things like Jose Iglesias leading the American League in Batting Average and Kevin Kiermaier leading the AL in Slugging (.941). Among the many dominant pitching performance from the first week, you’ll find names like Aaron Harang, Tommy Milone, and Jason Marquis.

For years, the analytical community has strongly advised against reading anything into early-season results, making the phrase “Small Sample Size” into a term you’ll even hear on broadcasts. We have an entire entry in the FanGraphs Library devoted to sample size, and another on regression to the mean, which is a related concept. If you’re reading FanGraphs, odds are you’re probably aware of the fact that you shouldn’t jump to conclusions based on a week’s worth of data. The Braves are not the best team in the National League. The Tigers aren’t the ’27 Yankees. Over any given week, weird stuff is going to happen, and we just notice it more at the start of the season because it’s the only thing that has happened yet; if you look at any seven day stretch throughout the year, you’ll find similarly odd results.

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The Same and Improved Joe Kelly

As of March 16th of this year, everything was decidedly not sweetness and light for Boston right-hander Joe Kelly. On that day, he recorded his third (and ultimately final) start of spring training, over the course of which he conceded three runs in just 2.2 innings, bringing his spring ERA to 11.05. Worse yet, he was compelled to leave that start due to biceps tightness in his biceps (i.e. the place where that kind of tightness is most commonly found). The outlook was sufficiently grim that managing editor Dave Cameron was forced to publish a post here considering other starting possibilities for the Boston Red Sox.

Following a retroactively dated trip to the disabled list and a pair of minor-league spring-training appearances, Kelly made his season debut on Saturday. It’s hard to know what Kelly’s expectations were or what the organization’s were, but “low-ish” is an objectively reasonable assumption. If nothing else, there had to be concerns regarding Kelly’s endurance. Of the two appearances he’d made since leaving his spring start with an injury, his highest pitch count was 78. “Ideally he’d have another outing to build arm strength before an MLB game,” John Farrell said in the presence of Providence Journal reporter Tim Britton. That ideal scenario did not become a reality. Instead, Kelly’s next appearance was Saturday’s.

There were reasons, in other words, to expect the worst for Joe Kelly’s start on Saturday at Yankees Stadium. In reality, however, Kelly’s results from that start were actually the best. Not the best in every sense of the word, but certainly among the best so far as Kelly’s major-league career is concerned. He allowed just one run over 7.0 innings. He posted the lowest single-game FIP (41 FIP-) of all his starts ever. And another thing he did was to surpass his previous single-game strikeout mark. Previous to Saturday, he’d recorded six strikeouts in a single game on seven different occasions. On Saturday, however, he produced eight strikeouts (i.e. two more than ever before).

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Richard Shaffer and Detecting Improvement

Last week, I wrote a piece looking at minor league players who saw stark decreases in the number of pitches they saw inside the strike zone. My analysis was inspired by recent research by Rob Arthur that suggested drops in Zone% can be early predictors of a breakout. Essentially, Arthur found that hitters who saw fewer pitches down the heart of the plate late in the year often outperformed their projections the following season. By his theory, a pitcher knows a good hitter when he sees one, and chooses to approach him with caution. So when pitchers change their approach, it’s often because the hitter’s gotten more talented.

One of the hitters who jumped to the top of my list was Richard Shaffer, a third baseman in the Tampa Bay Rays organization. Shaffer spent the entire 2014 season in Double-A Montgomery, where he hit an uninspiring .222/.318/.440. Although he hit for a good amount of power last year, the rest of his game left a lot to be desires. KATOH wasn’t thrilled with this lack-luster season — especially his elevated strikeout rate– and gave him just a 50% chance of even reaching the major leagues. Here’s a look at my system’s full break-down of Shaffer’s odds.

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Billy Hamilton’s Reverse Lineup Protection

You’d think that here in 2015, alongside our flying hoverboards and pill-based meals, we’d have finally eradicated the myth of “lineup protection.” The idea that having a dangerous hitter on deck would give the pitcher incentive to challenge the current batter with hittable pitches lest he walk him and put a man on for the better hitter may make sense in theory, but in practice it’s been proven wrong in an endless stream of studies, dating back to at least 1985.

But as I’ve watched the first week of games, it keeps coming up on broadcasts, seemingly endlessly. It’s not worth worrying about whether a great hitter has someone dangerous behind him — that hasn’t stopped Andrew McCutchen or Giancarlo Stanton or Robinson Cano in recent years — and it’s not worth worrying about whether the hitters in front of those great hitters get more hittable pitches. It’s been definitively proven that either there’s no effect at all or, if there is one, it’s so imperceptibly small and clouded by other variables that there’s no meaningful gain to be had from it.

It’s certainly not my intention today to give you yet another study on why lineup protection is terribly overrated in the traditional sense. What’s more interesting today is that we’re seeing, at least in one case in the early going, a different kind of lineup protection. Read the rest of this entry »


Josh Hamilton, the Angels, and Guaranteed Contracts

After an arbitrator ruled ten days ago that Josh Hamilton had not violated his drug treatment program following an alleged drug relapse, it looked like the Angels would be forced to pay him the rest of the roughly $83 million he is owed over the last three years of his contract. Now, however, it appears that the Angels are determined to do whatever they can to try to escape from the rest of Hamilton’s contract.

Before the Angels’ home opener on Friday evening, the team’s owner, Arte Moreno, spoke with the media. As one might expect, the discussion eventually turned to Hamilton, with a reporter asking Moreno whether the Angels would welcome Hamilton back to the team when he had recovered from his shoulder injury. Somewhat surprisingly, Moreno responded, “I will not say that.”

Instead, Moreno suggested that the team was exploring the possibility of cancelling the rest of Hamilton’s contract. As Moreno explained to reporters, “We have a contract with Hamilton and that contract has specific language, that he signed and that was approved, that said he could not drink or use drugs.”

The Major League Baseball Players Association quickly responded to Moreno’s comments on Friday evening:

“The MLBPA emphatically denies Los Angeles Angels owner Arte Moreno’s assertions from earlier today that the Angels had requested and received the approval of the Union to insert language into Josh Hamilton’s contract that would supersede the provisions of the Joint Drug Agreement and/or the Basic Agreement. To the contrary, the collectively bargained provisions of the JDA and the Basic Agreement supersede all other player contract provisions and explicitly prevent Clubs from exactly the type of action Mr. Moreno alluded to in his press comments today.”

So who is right? And what are the odds that the Angels could terminate the rest of Hamilton’s contract?

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Sunday Notes: Fien’s Twitchy Feeling, Baldelli’s New Gig, Pollock, more

Casey Fien has found his niche. Primarily fastball-curveball when he broke in with the Tigers, in 2009, the Twins reliever has since added a cutter and learned how to pitch. As he told me a few weeks ago, “Now I know what I can get away with and what I can’t.”

Last summer, Fien didn’t get away with a pair of misplaced pitches at Fenway Park. Protecting a 1-0 lead on a scorching afternoon, he surrendered back-to-back tenth-inning home runs. The gophers left a scar.

“It hurt a lot,” said Fien. “I think it still hurt at the end of the season. As a reliever, you never focus on your good games. Ever. You always look back at the negative ones, and I didn’t get a pitch far enough inside to David (Ortiz) and he wrapped it around the pole. Against (Mike) Napoli, I thought I made a pitch, but he popped it to dead center.”

Fien didn’t watch it go out. Knowing it was gone, he simply put his head down and walked to the dugout.

His big-league debut is a more pleasant memory. Facing the White Sox at Comerica Park, he pitched two-and-a-third scoreless innings, allowing a lone walk. The first out he recorded was an inning-ending pop-up, immediately proceeded by a startling revelation. Read the rest of this entry »


Carlos Beltran Heading to the Finish Line

Performances are magnified in October and April. Everyone watches the playoffs with greater focus, and in April everyone is starved for baseball leading to massive consumption and potential over-analysis. Carlos Beltran has had little difficulty delivering in October, with 16 home runs and a .333/.445/.683 line in 219 postseason plate appearances, but this April, coming off his worst season in 15 years, increased scrutiny is coming for the soon-to-be 38-year-old. In the second year of his three-year, $45 million contract, whether Carlos Beltran will be able to produce is a question without an easy answer.

In each of the last two games, Carlos Beltran has come to the plate for the New York Yankees late in the game, trailing by one or two runs with runners in scoring position. On Wednesday, with the Yankees down 3-1, Beltran came to the plate with the bases loaded against Brett Cecil with nobody out. A wild pitch advanced all the runners a base leaving men on second and third. He could not check his swing on a 2-2 offspeed offering.
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