Archive for Daily Graphings

Clayton Kershaw looked on from the dugout while the inning he started lived on. It was the seventh inning of Tuesday night’s Game 4 of the NLDS between the Dodgers and the Nationals in Los Angeles, and Kershaw was responsible for all three of the men on base in a three-run game. Pedro Baez took the mound in an attempt to preserve the lead. Baez threw one pitch, it hit Jayson Werth’s elbow, a run scored, and out went Baez. Kershaw might not have flashbacks, but he’s seen this situation before. The camera panned to the dugout.

In came Luis Avilan. He threw two pitches, the latter of which hit Daniel Murphy’s bat, landed in the outfield grass, and two runs scored. Game tied. The camera panned to the dugout.

The Dodgers went on to win the game, 6-5, forcing a Game 5, so in hindsight, what happened in this inning doesn’t much matter. But Kershaw’s pitching line won’t change: 6.2 IP, 7 H, 5 ER, 2 BB, 11 K, 0 HR. I’m not alone in saying Kershaw pitched much better than that line might indicate. In fact, all things considered — pitching on three days rest, throwing a 27-pitch first inning, being asked to throw 110 pitches and face Bryce Harper three times, despite those two preceding points — I’m guessing I wouldn’t be alone in saying Kershaw pitched brilliantly. And yet, he’s been charged with five earned runs. His ERA for the day was 6.75.

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Travis Shaw was a dangerous hitter early in the season. Heading into Memorial Day weekend, the Red Sox third baseman was slashing .302/.365/.527. He had seven home runs — and a firm hold on a position that opened up when Pablo Sandoval underwent shoulder surgery. Then he began to struggle.

The 26-year-old Kent State product put up a .586 OPS in June, and by the end of the season his slash line had fallen to .242/.306/.421. His power numbers weren’t bad. Shaw finished with 52 extra-base hits, including 16 home runs. He was streaky throughout, though. Prior to an abysmal final two weeks that cratered his numbers — and lost him his job — Shaw was productive. Then, from August 29 to September 14, he went 13-for-35, with three doubles and a pair of home runs.

Shaw had a chance to be a hero on Monday. After coming off the bench and singling in his first postseason at bat, he faced Indians closer Cody Allen with two on and two out in the bottom of the ninth inning, his team down a run. He flew out to right field, ending his — and the Red Sox’ — season.

Shaw talked about his mental approach to hitting — including how he goes in and out of slumps — at the tail end of his September hot stretch.

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Shaw on seeing the ball and battling slumps: “I was with [hitting coach] Rich Gedman at every single level, and he constantly said, ‘Keep your head on the ball, keep your head on the ball.’ You hear that from the time you’re young, but you don’t really think much of it. But if you look at video when you’re struggling, sure enough, instead of your head being down on contact, it’s pulling out just a tad. If you concentrate on what he said — just seeing the baseball — everything slows itself down and you put yourself in a better position to hit. Rich was constantly on us about that in the minor leagues.

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Zach Britton has recently found himself at the forefront of baseball consciousness for a lot reasons, mostly positive, some negative, albeit through no fault of his own. He had a supremely excellent season in a tightly tailored, typical closer’s role for the Orioles, and his non-usage in last week’s wild-card game has almost become a caricature, a metaphor for outdated laissez-faire managerial strategies.

He will certainly receive many, many Cy Young votes, and might even walk off with the award. In my piece here last week, I compared his 2016 performance to some of the top seasons produced by AL starters, utilizing granular batted-ball data, and found that, while Britton does at least belong in the conversation, he didn’t deliver as much production to his club, in a year that is admittedly without a runaway choice among starting pitchers. What if I told you, however, that Britton didn’t even have the best season among AL relief pitchers?

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This probably has to be said up front; Bruce Bochy has historically done a masterful job of running his pitching staff in the postseason. It’s one of the main reasons — well, along with Madison Bumgarner anyway — that he has three world series championships, and is almost certainly going into the Hall of Fame someday. Over the long run, I don’t think bullpen management has been a weakness of Bochy’s Giants.

But there’s one thing about this Giants second half bullpen meltdown that I’ve never really been able to understand, or seen explained with solid reasoning. And this thing was only magnified during the season-ending bullpen meltdown in the ninth inning of the NLDS; why doesn’t Bochy trust Will Smith?

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It should be said that it’s players who win and lose baseball games. Jake Arrieta, Ty Blach, Kris Bryant, Madison Bumgarner, Aroldis Chapman, and Conor Gillaspie: all had a greater impact than Chicago Cubs manager Joe Maddon on the outcome of last night’s thrilling 13-inning, 6-5 San Francisco victory. Because players are often forced to make decisions quickly, however, it’s difficult to question the wisdom of those decisions. Telling Hunter Pence not to swing at a 102-mph fastball several inches out of the zone, for example, ignores the reality the situation. There’s no time for deliberation. The same isn’t necessarily true for managers.

Managers, too, make difficult decisions — decisions which, given the wealth of information they possess relative to the general public, are also frequently difficult to critique responsibly. But their thought process is easier to decipher and their decisions are less physical — excepting those that come from the gut. In Game 3 of the Division Series against the Giants, a crazy game that might have been over many times, Maddon made a number of decisions. Most, especially the successful and inconsequential, went unnoticed. What follows is a review of the less successful, less inconsequential decisions.

Using Aroldis Chapman in the Eighth

While this choice is likely to get the most attention, given that Chapman came in and blew the save, using Chapman in the eighth is pretty close to a no-brainer. When Chapman entered the game in the eighth inning and no outs, the Cubs were leading by one run. With runners on first and second and nobody out, however, the Giants actually possessed the higher win expectancy (51%). The leverage index was a massive 5.13. For comparison’s sake, when David Ross came to the plate in the top of the 13th with runners on first and second and one out, the leverage index was a very high, but less light, 4.62. At no point in last year’s 12-inning, World Series-concluding game did the leverage index ever reach 5.0. And actually, after Chapman struck out Hunter Pence, the leverage index even increased to 5.44 for Conor Gillaspie’s plate appearance. Using your lights-out pitcher in this situation is certainly the right move.

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After witnessing the lengths to which Madison Bumgarner and the San Francisco Giants went in attacking Yoenis Cespedes‘ weak spot in the National League Wild Card play-in game, the natural progression was to wonder whether they’d do the same for any of the Cubs’ best hitters in the Division Series.

Say, Anthony Rizzo sure has had a miserable postseason so far. After going 0-for-6 in last night’s 13-inning thriller, the Cubs’ first baseman is 0-for-13 this postseason with three strikeouts and no walks, hit by pitches, or even sacrifice flies. Almost makes me wonder if the Giants aren’t exploiting some hole in his swing the way they exploited the whole in Cespedes’ swing.

First, Rizzo’s weakness:

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I don’t think anyone expected that. Sure, the Indians always had a chance against the Red Sox, and having a chance means a shot at a series win, but no one would’ve forecast the Indians to move on with a sweep. The Indians produced against Red Sox pitching, scoring 15 times in three games. At least as importantly, the Red Sox didn’t produce against Indians pitching, scoring seven times while batting .214. The Indians, you remember, lost two of their three best starters toward the end of the year, and that seemed to spell almost certain doom.

But really, it shouldn’t have been taken that way. No one would want to lose Carlos Carrasco. No one would want to lose Danny Salazar. Both those guys would make the Indians a stronger playoff ballclub. But we just can’t get out of the habit of over-valuing a starting rotation. Especially come playoff time. Even though we all know the game in October is different, we just can’t quite get it to sink in. So the Indians’ playoff pitching staff was going to be underrated.

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Here on FanGraphs, we host live, interactive win-expectancy graphs for every game, and they usually don’t look like this:

It’s rare for any one of these graphs to stretch 13 innings. It’s rare for the team in complete control for innings six through eight to wind up losing the game. It’s rare for the biggest play in regulation to read “J Arrieta Home Run.” It’s rare for there to be such a large and sudden spike at the end. I’m not sure I’ve ever seen that parabolic shape in the middle before.

Game 2 of the National League Division Series between the Giants and Cubs was bonkers. Let’s address all 10 times it looked like it might be over.

No. 1 – First inning

If you’re an extremist, this thing might’ve looked over before it started. Sure, the Cubs were up two games to none in the series and had clearly looked like the better team thus far, but this is Madison Bumgarner we’re talking about, whose soul exits the body and watches over its human figure pitching from above during the postseason. I don’t know why that little box is showing regular-season stats over on the right. The more compelling graphic would’ve been the postseason version, which just consists of “as many as there are” in the games and innings columns and a bunch of zeros in the rest.

Actual win expectancy: 54%, Giants

Perceived win expectancy: EvenYearBumgarner%, Giants
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The Dodgers, of course, announced that they’re going with Kershaw today. But I’d still have gone the other way.

It’s becoming an October tradition; as the Dodgers head into game four of the NLDS, they are considering whether to bring back Clayton Kershaw on three days rest. As I sat down to talk about their decision on who to pitch today, I realized this is the third time in four years we’ve written this same post.

Back in 2013, Jeff Sullivan wrote about the decision between starting Kershaw or Ricky Nolasco. In 2014, Jeff again wrote about the call to pick Kershaw over Dan Haren. Last year, apparently we got distracted by Chase Utley’s slide or something, because we didn’t appear to write about the Dodgers using Kershaw in game four of the series against the Mets, but that happened too; the Dodgers have thrown Kershaw in games one and four of the division series three straight years, bringing him back on three days rest each time.

This year, though, I think they should do it differently. I think they should start Julio Urias today.

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In this year’s postseason, relievers have received attention based on when (or if) they have entered the game. For the Toronto Blue Jays and closer Roberto Osuna, there were questions a week ago whether Osuna would be able to pitch at all in the postseason after being removed from the Wild Card victory over the Baltimore Orioles with a shoulder issue. Osuna pitched to four batters in that game, retiring them all and striking out two, but his availability for the recently completed Division Series against the Texas Rangers was in some doubt. Osuna has laid those doubts, as well as those that accompanied a less-than-stellar end-of-season run, to rest.

If you were to hazard a guess at which Blue Jays player was most important in this year’s playoffs — at least in terms of increasing the probability of winning games — you probably would not guess Roberto Osuna. You would also be right not to guess Osuna, as Josh Donaldson’s nine hits and a walk in 19 postseason plate appearances led to a team-leading .635 WPA over the Jays’ four postseason games. Osuna, however, is second on the team WPA leaderboard, despite pitching in only three of the four games and recording just five total innings.

Osuna, despite his shoulder issue, has now appeared in three of the four Blue Jays playoffs games (having not been needed in the Game 1 rout of the Rangers). In this year of the non-traditional closer use in the postseason, Osuna has yet to come in at the start of the ninth in a save situation. Every single appearance has been incredibly important — and has often coincided with the most important moments of each game, by leverage index.

In the playoffs this year, Blue Jays pitchers have faced 15 batters at a point in the game when the leverage index had reached 2.0 or greater. Osuna has recorded eight of those high-leverage plate appearances — more than J.A. Happ (who had four in his start), Francisco Liriano (one), or Joe Biagini (two, one of which was a run-scoring double by Mitch Moreland in Game 2).

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