Archive for Daily Graphings

A Ranking of Ballparks by Walkability

In light of how individual humans not only possess unique genetic traits but are also exposed to a unique collection of experiences as young people and then less young people, it is not surprising to find that they also develop preferences that are distinct from those possessed by all the other humans around them. Some like the color red, for example, while others prefer green. Some enjoy the taste of cilantro, while others seem compelled to curse its existence. Some even appreciate the work of Canadian rock band Rush, while others are not my roommate Dan from college.

Despite the wide range of tastes possessed by the individual specimens of our dumb species, there do also appear to be some cases of general agreement. In some instances, the reasons are obvious. Humans tends to prefer temperatures in the vicinity of 70 degrees, probably, because anything much colder or much warmer actually becomes a health liability. In some instances, the reasons are more obscure, but the effects are detectable anyway. This appears to be the case with physical spaces. People, it seems, are naturally drawn to areas that facilitate pedestrian traffic — and are built according to what urban designer Jan Gehl, who has studied the matter in some depth, characterizes as “human scale.”

Five years ago, I wondered which ballparks, by virtue of their location, might best lend themselves to human scale (although that’s not exactly how I phrased it). After a very poor attempt at answering the question, I published a less poor attempt at answering it using the walkability metrics available at Walk Score. Because they are based on proximity to shops and cafes and other services relevant to daily life, the Walk Scores figures aren’t necessarily a perfect representation of human scale, but they nevertheless serve as a decent proxy.

Here is a basic explanation of what the walk scores signify:

  • 90–100 Walker’s Paradise
    Daily errands do not require a car
  • 70–89 Very Walkable
    Most errands can be accomplished on foot
  • 50–69 Somewhat Walkable
    Some errands can be accomplished on foot
  • 25–49 Car-Dependent
    Most errands require a car
  • 0–24 Car-Dependent
    Almost all errands require a car

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Death of a 14-Year Streak

Monday evening, the Pirates beat the Royals, 7-6. The Royals were up by two in the bottom of the eighth, but the Pirates rallied to tie, and then they walked it off an inning later. With Kevin Kramer leading off second base, Jacob Stallings sent a low line drive into left field, and Kramer beat Alex Gordon’s throw home. The Pirates rushed out of the dugout to celebrate the victory:

Now, this season, the Pirates are going nowhere. The Royals are even worse. The win did, I suppose, push the Pirates back over .500, but it’s worth remembering that every game is a competition. Every game features major-league baseball players trying to win, and so every actual win legitimately feels like an achievement. Especially for teams full of players just trying to make a good impression to extend their careers. Recently, the dreadful Royals walked off against the dreadful White Sox, after a throwing error on a would-be sac bunt. The Royals celebrated in regular fashion:

So part of this is just that a walk-off is fun. You never know when you’re going to be part of another. Seize happiness; it’s fleeting. Celebrate your achievements. Few people in the world ever get to participate in a win in the major leagues. What an incredible thing it is to experience.

There’s something else about the Pirates’ victory, though. None of the players would’ve known it at the time, but you can see their celebration as symbolic if you want. The win was the Pirates’ 75th of the season. But it was also the National League’s 151st win in interleague play. Every year, every team plays 20 interleague games. That means there are 300 interleague games in all. And for the first time since 2003, the American League isn’t going to win the majority of them. It won’t win exactly half of them. Interleague play, in 2018, belongs to the senior circuit.

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The Manager’s Perspective: John Gibbons on His Long, Crazy Career

John Gibbons is in his second go-round as the manager of the Toronto Blue Jays. The 56-year-old former catcher skippered the A.L. East team from 2004 to -08, and he’s been back at the helm since the beginning of the 2013 season. There have been a pair of postseason berths along the way — in 2015 and 2016 — and he heads into the waning days of the current campaign with a managerial record, exclusively with Toronto, of 789 wins and 782 losses.

It’s no secret that this will be his last year on the job. While nothing has been made official, the Blue Jays are expected to replace Gibbons once the season concludes. He won’t be fading into the sunset, though — at least not right away. Gibbons hopes to stay in the game, in one capacity or another, for the foreseeable future. As for his pair of tenures in Toronto, and the roads he traveled to get there… it’s safe to say that he’s enjoyed the ride.

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John Gibbons: “In 1990, I was in Triple-A with the Phillies and kind of at the end of my rope as a player. Being a catcher with a little big-league experience, you can always find a job, but I wasn’t sure that’s what I wanted. My original organization, the New York Mets, called. They wanted to know if I was interested in being their roving catching instructor. I debated whether I wanted to keep playing a little longer or get into coaching. I decided to go into coaching.

“After I roved for a couple of years, the Mets gave me a managing opportunity in Kingsport, Tennessee, in the Appalachian League. That was actually the first league I’d played in, back in the day. Things just kind of took off from there.

“I ended up with the Toronto Blue Jays when J.P. Ricciardi was hired as the general manager. I was originally in the bullpen, but then they made a couple of changes and I was the first-base coach. A few years later they made more changes, and I was the manager. So it’s been a long, crazy career. It wasn’t a very good one as a player, and from there it’s been what it’s been.

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FanGraphs Audio: Towering Figure of Sabermetrics Rob Neyer

Episode 834
A former research assistant for Bill James and writer for ESPN at the dawn of the internet, Rob Neyer has recently authored a book, Powerball, that uses an A’s-Astros game from September 2017 as an entree into meditations on the current state of the sport.

Don’t hesitate to direct pod-related correspondence to @cistulli on Twitter.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximately 1 hr 1 min play time.)

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Rockies’ Story Takes a Turn for the Worse

This article has been updated since initial publication to reflect developments in the diagnosis of Trevor Story’s right elbow.

Surrendering first place to the Dodgers, as the Rockies did on Monday night in Los Angeles, was bad enough. The departure of Trevor Story in the middle of his fourth-inning plate appearance may prove more damaging to the team’s postseason hopes. Via Twitter, The Athletic’s Ken Rosenthal reported on Tuesday afternoon that the All-Star shortstop is “facing potential UCL damage in [his] right elbow,” though the exact diagnosis was unknown at the time. In the wake of an MRI, the Rockies now believe that Story is dealing with inflammation in the elbow but no structural damage to the ligament. Had there been significant UCL damage, the 25-year-old shortstop would likely have been headed for Tommy John surgery, ruling him out of the remainder of the regular season and postseason (if the Rockies make it), and into the first half of next season. The Rockies are optimistic that he will miss “only a few days,” though his absence could potentially be a significant blow to the team’s playoff hopes.

Story reportedly felt a twinge in his elbow after making an outstanding play in the first inning on Monday night. He dove to his left to stop a Justin Turner grounder, then he completed a spin and made a strong throw to first base for the out. His discomfort worsened when he whiffed on a 2-1 Hyun-Jin Ryu changeup in his next plate appearance.

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Ronald Acuna Is One of the Best Players in Baseball

The Braves have won plenty of games, and Ronald Acuna has hit plenty of homers. A common analytical writer trick is to open with an anecdote, to suck readers in before hitting them with statistics. I am a common analytical writer, but for this intro I want to focus on a Ronald Acuna single, leading off a game the Braves lost. And honestly, I don’t even care so much about the single itself. The Braves lost to the Cardinals on Monday. Acuna led off the bottom of the first with a ground-ball single off Miles Mikolas. The ball was hit well enough, but to understand what Acuna has already become, it’s most important to look at the process.

Acuna took a first-pitch strike. Happens sometimes. Especially leading off games. Mikolas throws an awful lot of strikes. Acuna was behind 0-and-1, but then he took a close fastball for a ball.

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Why the Dodgers’ World Series Odds Are So High

With last night’s win, the Dodgers moved into first place by half a game over the Rockies. The clubs are equal in the loss column, and with just 11 games left in the regular season for Los Angeles, their playoff position appears precarious. A glance at our Playoff Odds page, however, might leave you with a different impression. According to the Playoff Odds, the Dodgers have a four-in-five chance of winning the NL West, with Colorado taking the division one in five times. Even in those cases where the Dodgers aren’t projected to take the division, they’re forecast to take a Wild Card spot in half the time. Despite teetering just on the edge of contention, the team has an 89% shot at making the postseason. Nor is that even the weird part: the Dodgers also feature a 17.8% probability of winning the World Series, the highest marks possessed by any team that’s not the Houston Astros.

We could glance at the Dodgers’ number, dismiss it as unreasonably high, and move on with our lives. Alternatively, as my colleague Alex Chamberlain has suggested, we could dig a bit deeper to see what’s going on. Let’s do the latter.

The logic implicit in the Playoff Odds isn’t all that difficult to figure out. The Dodgers are a very talented team with great players, so they would typically be expected to win more games than they lose — and also to win more games than the Rockies. Factor in a series against the Padres and a series against the Giants — while the Rockies play the Phillies and the Nationals — and the disparity between the clubs grows. The Dodgers are going to win a lot of simulated seasons under those circumstances.

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The Cubs’ Rotation Got Fixed

On July 20th, my colleague Craig Edwards wrote a piece for this site entitled “The Cubs Are on Pace for Their Worst Rotation Ever” in which he argued — in accordance with all observable objective reality at the time — that the Cubs were on pace for their worst rotation ever. It wasn’t an especially difficult case to make. At the time Craig published, the Cubs’ rotation — which still featured rather too much of Tyler Chatwood — had produced just 3.0 WAR as a group, which is the kind of figure that, as a measure of collective performance through nearly three months of a major-league season, is apt to make one physically recoil regardless of how you feel about pitcher WAR’s usefulness as a measure of overall performance. It was bad.

Since then, however, the Cubs’ rotation has been rather good, and that fact is the point of this article. Consider the following table, which presents the Cubs’ rotational performance up to and including the 20th of July, and also after that date (MLB ranks in parentheses):

Cubs’ Rotation Performance Pre- and Post-Craig Edwards Post
Period IP K% BB% ERA FIP xFIP
Pre-Craig 510.2 (25) 19.6% (21) 10.8% (30) 4.02 (12) 4.75 (25) 4.58 (24)
Post-Craig 295.2 (10) 21.8% (15) 8.0% (22) 3.65 (10) 3.67 (9) 3.92 (12)

You will agree, I hope, that the Cubs’ rotation has been better since Craig said they were bad, and will therefore turn your attention with me to why. Here is one reason: it has much less Tyler Chatwood in it. Here is another: it has much more Cole Hamels. These might sound like blithe (and, in Chatwood’s case, rather mean) things to say, and to some extent they are. But they are also true.

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The Ever-Enigmatic Yasiel Puig

Yasiel Puig can still provide a spark or two of electricity when needed. In fact, the 27-year-old right fielder put forth quite a jolt this past weekend, doing some of the best work of his career in two of the Dodgers’ biggest wins this season. On Friday night in St. Louis, he punctuated a taut pitchers’ duel between Walker Buehler and Jack Flaherty with a pair of solo homers that bookended the scoring in a 3-0 victory. On Saturday afternoon, he hit three more jacks, two of them of the three-run variety, in a 17-4 rout. The wins allowed the Dodgers to catch and overtake both the Cardinals in the NL Wild Card race and the Rockies in the NL West race, and while Sunday’s loss to St. Louis undid both, Puig and company beat the Rockies on Monday night to retake the division lead.

You like dingers? Of course you do. Here’s the supercut of Puig’s five, which came at the expense of Flaherty, Tyler Webb (no, not that guy), John Gant, Mike Mayers and Luke Weaver:

It remains to be seen how the Dodgers’ season ends up, but as Puig goes, the 2018 campaign has been a fairly calm one, largely devoid of the drama of years past. Fewer complaints about his overly aggressive baserunning or lack of interest in the cut-off man. No reports of tardiness. No teammates ripping him anonymously through the media. No benchings or trips to the minors. He did get suspended for two games last month for brawling with the Giants’ Nick Hundley — an episode which brought forth the usual performative pomposity from the pastime’s moral guardians — but that has been the exception this season, not the rule.

He’s still demonstrative, of course, showing off his tongue now and then, licking his bat, admiring his homers when he hits them, and even kissing hitting coach Turner Ward afterwards. The epic bat flips, and the controversies attached to them — to his, specifically, not to the inane culture war that surrounds bat flips in general — appear to be a thing of the past.

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Jerry Blevins, Taylor Guerrieri, and Lance McCullers Jr. on Developing Their Curveballs

Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.

In this installment of the series, we’ll hear from three pitchers — Jerry Blevins, Taylor Guerrieri, and Lance McCullers Jr. — on how they learned and/or developed their curveballs.

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Jerry Blevins, Mets

“The story starts as a kid. You start learning about curveballs, and the reason mine is big and slow is because I wanted to visualize it. A lot of those smaller breaking balls you don’t really see from the perspective of a pitcher. I wanted to see the big break. That’s why mine is how it is.

“Did anyone ever try to change that? All the time. Every step of the way, coming through the minor leagues. Even in high school and little league. They were always telling me, ‘Look, you need something tighter.’ I always fought against that, and I think it’s done me well.

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