Effectively Wild Episode 1480: What We’ll Remember About Baseball in 2019

EWFI
Ben Lindbergh, Sam Miller, and Meg Rowley banter about Kohl Stewart signing with the Orioles, another convoluted Scott Boras quote, and a few of the things Sam learned in 2019 (including Candlestick Park’s “Cardiac Hill,” the sound of Hideki Matsui’s swing, and the disturbing story of “Toothpick” Sam Jones), then discuss what the most defining/enduring baseball memory of 2019 will be.

Audio intro: The Proper Ornaments, "Memories"
Audio outro: Uncle Tupelo, "That Year"

Link to Sam on what he learned in 2019
Link to Death at the Ballpark book
Link to SABR bio for Sam Jones
Link to Sam on the defining baseball memory of 2019
Link to Sam on the defining baseball memories of previous years
Link to Zach Kram on the baseball as an unreliable narrator
Link to Craig Edwards on MLB’s 2019 competitive balance problem
Link to video of Hal Smith homer
Link to order The MVP Machine

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Effectively Wild Episode 1479: Multisport Sabermetrics Exchange (Esports and Volleyball)

EWFI
In the fifth installment of a special, seven-episode series on the past, present, and future of advanced analysis in non-baseball sports, Ben Lindbergh talks to ESports One Head of Esports Data Science Tim Sevenhuysen about esports and then Volleymetrics founder Giuseppe Vinci about volleyball (43:25), touching on the origins of sabermetrics-style analysis in each sport, the major challenges, big breakthroughs, and overturned misconceptions, the early adopters, the cutting-edge stats and tech, the level of acceptance within the game, the effects on the spectator experience, the parallels with baseball, and more.

Audio intro: Wild Fire, "Video Warrior"
Audio interstitial: Of Montreal, "Spike the Senses"
Audio outro: Guided By Voices, "The Rally Boys"

Link to Ben on the Wild West of esports stats
Link to Ben on the Overwatch meta
Link to Ben on the Player Impact Rating in Overwatch
Link to Compete on big data in esports
Link to Vice article on Tim
Link to VentureBeat article on Tim
Link to Blitz Esports article on Tim
Link to Tim on founding Shadow
Link to Oracle’s Elixir
Link to Part 1 of Tim’s LCS 2020 power rankings
Link to Part 2 of Tim’s LCS 2020 power rankings
Link to Ben on the origins of StarCraft
Link to Volleymetrics page at Hudl
Link to SportTechie on volleyball analytics
Link to FiveThirtyEight on volleyball metrics
Link to article about BYU volleyball
Link to order The MVP Machine

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Sunday Notes: Danny Mendick is Chicago’s 2019 Cinderella Story

In an article that ran here 10 days ago, Chicago White Sox GM Rick Hahn was quoted as saying that people in his role tend to “spend a lot more time trying to unpack what goes wrong, as opposed to examining all the things that may have gone right.”

Danny Mendick fits firmly in the ‘right’ category. Unheralded coming into the 2019 season — he ranked No. 26 on our White Sox Top Prospects list — the 26-year-old infielder earned a September call-up and proceeded to slash .308/.325/.462 in 40 plate appearances. As the season came to a close, Sunday Notes devoted a handful of paragraphs to his Cinderella-like story.

Mendick’s story deserves more than a handful of paragraphs. With the calendar about to flip to 2020, let’s take a longer look at where he came from. We’ll start with words from Hahn.

“When we took him in the 22nd round, as a senior [in 2015], I think we all knew he’d play in the big leagues,” the ChiSox exec said when I inquired about Mendick at the GM Meetings. “OK, no. I’m messing with you. We didn’t know.”

Continuing in a serious vein, Hahn added that the White Sox routinely ask their area scouts to identify “one or two guys they have a gut feel on.” These are draft-eligible players who “maybe don’t stand out from a tools standpoint, or from a notoriety standpoint, but are true baseball players; they play the game the right way and have a positive influence on others.”

In other words, organizational depth. And maybe — just maybe — they will overachieve and one day earn an opportunity at the highest level. Read the rest of this entry »


Effectively Wild Episode 1478: Multisport Sabermetrics Exchange (Soccer and Rugby)

EWFI
In the fourth installment of a special, seven-episode series on the past, present, and future of advanced analysis in non-baseball sports, Ben Lindbergh talks to StatsBomb managing editor Mike L. Goodman about soccer and then professor and soccer/rugby analyst Dr. Bill Gerrard about rugby (27:20), touching on the origins of sabermetrics-style analysis in each sport, the major challenges, big breakthroughs, and overturned misconceptions, the early adopters, the cutting-edge stats and tech, the level of acceptance within the game, the effects on the spectator experience, the parallels with baseball, and more.

Audio intro: Slade, "Give Us a Goal"
Audio interstitial: Jim White, "Counting Numbers in the Air"
Audio outro: The Temptations, "Ball of Confusion (That’s What the World is Today)"

Link to StatsBomb
Link to The Double Pivot Podcast
Link to The Double Pivot’s Patreon page
Link to Mike on the adolescence of soccer stats
Link to Mike on soccer’s left-handed-pitcher problem
Link to Neil Paine on soccer analytics
Link to The Numbers Game
Link to Mike on Expected Goals (Part 1)
Link to Mike on Expected Goals (Part 2)
Link to Deadspin on soccer analytics
Link to article on Alex Cora and Liverpool
Link to Bill Gerrard’s Winning With Analytics site
Link to article on Bill’s work with Saracens
Link to article on Bill’s work with Billy Beane
Link to Bill on how analytics are changing rugby
Link to order The MVP Machine

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Effectively Wild Episode 1477: Multisport Sabermetrics Exchange (Tennis and Golf)

EWFI
In the third installment of a special, seven-episode series on the past, present, and future of advanced analysis in non-baseball sports, Ben Lindbergh talks to Tennis Abstract founder Jeff Sackmann about tennis and then Every Shot Counts author Mark Broadie about golf (39:17), touching on the origins of sabermetrics-style analysis in each sport, the major challenges, big breakthroughs, and overturned misconceptions, the early adopters, the cutting-edge stats and tech, the level of acceptance within the game, the effects on the spectator experience, the parallels with baseball, and more.

Audio intro: Simon Love, "Tennis Fan"
Audio interstitial: Caravan, "Golf Girl"
Audio outro: Cream, "Anyone for Tennis"

Link to Tennis Abstract
Link to Tennis Abstract blog
Link to The Tennis Abstract Podcast
Link to Hidden Game of Tennis
Link to Jeff Sackmann’s Hardball Times archive
Link to 2019 ESPN article on analytics in tennis
Link to FiveThirtyEight on aging in tennis
Link to Part 1 of SportTechie tennis analytics series
Link to Part 2 of SportTechie tennis analytics series
Link to Part 3 of SportTechie tennis analytics series
Link to Every Shot Counts
Link to Mark on Tiger’s consecutive rounds streak
Link to video about Mark at The Athletic
Link to 2018 Golf.com feature on Mark
Link to story on analytics use in the Presidents Cup
Link to Golfweek on golf analytics
Link to SportTechie on Shotlink Plus
Link to article about Strokes Gained and pressure
Link to article about technology and golf scores
Link to SI on the golf driving distance debate
Link to order The MVP Machine

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In Need of Bullpen Fortification, Mets Take a Chance with Betances

Despite best-laid plans, seemingly nothing went right for the Mets’ bullpen in 2019, and the same can be said for Dellin Betances. The team is hoping both can change their luck in 2020, and earlier this week signed the 31-year-old righty to a one-year, $10.5 million deal that includes both a player option for 2021 and a vesting option for ’22. Though the move is hardly inexpensive or risk-free, it’s a worthwhile gamble on a reliever who prior to missing nearly all of the past season due to injuries spent five years as one of the AL’s best and most dominant with the crosstown Yankees.

After throwing more innings out of the bullpen than any other pitcher from 2014-18 (373.1), Betances didn’t complete a single frame at the major league level in 2019. First, his arrival in camp was delayed by the birth of his son, and after he showed diminished velocity in a March 17 Grapefruit League appearance, he was diagnosed with shoulder impingement. He began the regular season on the injured list, and worked towards a return, but following a rough showing during an April 11 simulated game, he received a cortisone shot for shoulder inflammation, a problem that was soon linked to a bone spur that the Yankees — but not the pitcher — had known about since 2006, the year they drafted him in the eighth round out of a Brooklyn high school. Moved to the 60-day injured list, Betances ramped up towards a return, but renewed soreness led to a June 11 MRI, which revealed that he’d suffered a low-grade lat strain. He finally began a rehab assignment with the Trenton Thunder on September 6, during the Eastern League playoffs, and made three postseason appearances for them before being activated by the Yankees, who hoped that he would augment their bullpen for the postseason.

Betances made his lone major league appearance for the season on September 15, striking out both Blue Jays he faced (Reese McGuire and Brandon Drury) and topping out at 95 mph. After the second strikeout, he did the slightest of celebratory hops and landed awkwardly on his left foot. Watch here around the 15-second mark:

Read the rest of this entry »


Toronto Savvily Signs Travis Shaw

Financially savvy or cheap? Like beauty, the fundamental essence of thriftiness lies in the eye of the beholder. In truth, either adjective adequately describes the Blue Jays under the stewardship of club president Mark Shapiro and general manager Ross Atkins. In their teardown, the Jays have done much to rebuild the farm system and add a youthful vigor to the big league team. Recent trades to unload veteran talent, most notably the Kevin Pillar and Marcus Stroman deals, were difficult but justifiable moves for a team unable to compete in the short term.

But the Jays have also come under criticism for leaning a bit too far into the rebuild. They were all set to play the service-time manipulation game with Vladimir Guerrero Jr. (a hamstring injury allowed them to delay his call-up without resorting to that tactic) and have been so aggressive in culling their veterans that Anthony Alford, with all of 59 career plate appearances to his name, is now the club’s longest tenured player. The makeover led an obviously delighted Shapiro to gush: “The combination of young talent along with the lack of future commitments, it will never be this again. It’s just for this moment.”

Surprisingly soon after achieving that spiritual high, the Jays started adding major league players. The big signing was Hyun-Jin Ryu, but they’ve made other moves to fill out their hollow roster. The additions of Chase Anderson and Tanner Roark give them a respectable rotation, and by signing of Travis Shaw, Toronto may well lengthen the middle of the lineup. Taken together, these moves make the Jays quite a bit better in the here and now. I don’t know if I’d call them playoff contenders quite yet, but it’s been a far more expeditious winter north of the border than many anticipated.

Shaw signed a one-year contract for $4 million, with incentives that could carry the deal to nearly $5 million if he plays well. Of course, he was only available for that price because he was non-tendered by Milwaukee after his horrible, no good, very bad 2019 season. After producing 3.5 wins in 2017 and 2018, his production fell off a cliff:

Mind the Gap
Year BA OBP SLG HR K% BB% wRC+
2017 .273 .349 .513 31 22.8 9.9 120
2018 .241 .345 .48 32 18.4 13.3 119
2019 .157 .281 .27 7 33 13.3 47

For a player who was only 29, the regression was as surprising as it was dramatic. Few players pumpkin overnight and the ones who do usually aren’t in their 20s, nor holding their own at a demanding defensive position.

Knowing nothing else, signing Shaw makes sense for a rebuilder like Toronto, particularly given the terms. It’s a classic pillow contract, a one-year, low-dollar commitment that won’t disrupt the club’s burgeoning young core. A third basemen by trade, Shaw will likely slide across the diamond to first to fill the vacancy left by Justin Smoak’s departure. The new man will get a chance to start and rebuild his value after a nightmare season, a mutually beneficial proposition; if last season proves an aberration, the Jays can flip Shaw for a prospect near the deadline. For his part, Shaw would then hit free agency without his 2019 numbers looming over his recruitment.

The challenge here is that Shaw didn’t merely have an off year, or put up lousy numbers after battling an injury. Rather, he was simply one of the worst players in the league last season. Among players with at least 250 plate appearances, only Mike Zunino offered less at the plate:

Lowest wRC+ in 2019
Player wRC+
Mike Zunino 45
Travis Shaw 47
Austin Hedges 47
Martin Prado 49
Billy Hamilton 50
Richie Martin 50
200 PA Minimum

Everywhere you look, there’s a damning statistic. He struck out in 33% of his plate appearances, which is troubling on its own and also nearly double how often he fanned in 2018. His .157 batting average was the lowest in the league, which is bad, though not nearly as bad as the fact that his .270 slugging percentage also brought up the rear.

But a glance at Shaw’s batted ball profile suggests that all may not be lost just yet. His average exit velocity has barely budged throughout his major league career, and he actually set a career best in 2019, at 88.7 mph. His hard hit rate was only a tiny bit lower in 2019 than in previous seasons. For what it’s worth, he hit just fine in Triple-A after a midseason demotion.

Shaw had two problems last year, and they may well be related. The first is that he swung and missed far too often, and way more than he normally does. He made contact 70% of the time he swung last year, which is bad relative to the league and terrible compared to his career norms. There isn’t a key split here, mostly because none of them are good: He didn’t swing any more often (on either pitches in or out of the zone) but he missed a whole lot more, and his whiff rate rose on fastballs, offspeed pitches, and breaking balls. The uptick in missed fastballs was particularly substantial, from 18% of the time in 2018 to nearly 30% last year. Interestingly, a lot of those increased whiffs were concentrated in the upper part of the strike zone and above. His whiff rate was worse just about everywhere, but the difference is especially glaring above the belt:

That feeds into the second problem, which is what happened when he did connect. Always a guy who put the ball in the air a lot, Shaw’s average launch angle shifted from 16.6 degrees to 24.5 degrees (the league average was 11.2) in 2019. That was the second highest launch angle in baseball, and as you’d expect, it produced a corresponding increase in fly balls and popups from previous campaigns.

Critically, this change was clearly counterproductive for Shaw. On this site, we’ve often covered how hitters try to change their launch angle in an effort to hit more balls in the air, and how this tends to lead to a better offensive output. But there’s a limit to how high you want to go. It’s not necessarily that Shaw climbed into dangerous territory — Rhys Hoskins had the third highest launch angle last year, and Edwin Encarnación and Mike Trout occupied similar real estate — but it may well be dangerous territory for him. After all, Shaw was a pretty darn good hitter pre-2019, and with a higher launch angle than most bears. Raising that launch angle produced more harmless flies and far more swings and misses, particularly up in the zone, as we’d expect from a player using a steeper swing plane. All of this suggests that he wasn’t getting his bat in the hitting zone for nearly long enough.

It’s a trend that started early in 2019. At FanGraphs, we’ll often talk about how spring training numbers are meaningless, and usually they are. At the very outer fringes of the extremes though, we can sometimes detect something meaningful, for either good or ill. Such was the case with Shaw last year, who struck out 25 times without a walk in 52 trips to the plate. He hit the ball pretty well when he did connect last spring, which somewhat masked the issue at the time, but in hindsight it’s clear that this was a season-long problem for him.

Despite the depths of his struggles, this seems like a reversible trend. It’s far easier to fix glaring and identifiable problems than to grasp for solutions in the dark. Toronto’s challenge is to either help Shaw make more and better contact with the swing plane he employed in 2019 or to help him return to what worked in previous seasons. Simply knowing what to do doesn’t ensure that Shaw can do it, of course, but at least it’s a theoretically fixable issue. We’ve seen plenty of players successfully adjust their launch angles and there’s no reason to think Shaw can’t do the same.

Ultimately, for one-year and $4 million, this is the kind of move rebuilding clubs should be lining up to make. If Shaw doesn’t hit, the team can swallow the money and find someone else to man first base. But even modest improvement makes this a bargain of a contract, and given Shaw’s underlying batted ball indicators and recent history of success, there are plenty of reasons to think he can bounce back. A return to form won’t necessarily propel Toronto to the top of a very competitive AL East, but combined with a number of promising young players, it would go some way toward making the Blue Jays a fun club to watch in 2020. Between that and his potential re-sale value, what’s not to like?


Presenting a 2020 Hall of Fame Ballot: A Cooperstown Vote Turns Twenty

Editor’s Note: Mark Newman is the author of the No. 1 bestseller Diamonds from the Dugout and Yankee Legends, and was most recently a writer for MLB.com from 2002-18. On the occasion of his 20th Hall of Fame vote, we’re happy to host his ballot reveal column.

There were 499 total ballots submitted by baseball writers for the Hall of Fame Class of 2000. I was one of those, helping Carlton Fisk and Tony Perez into Cooperstown’s hallowed gallery of plaques that summer. It was my first such privilege after having met the required 10 consecutive years of membership in the Baseball Writers’ Association of America, a membership that began when I was covering the Giants for the San Jose Mercury News at gusty Candlestick Park.

In the 20 years since I mailed back that first ballot of check marks, 41 major league greats have been elected via the BBWAA vote, most in a record-smashing torrent of inductions since the 2013 shutout. As Mariano Rivera and Edgar Martinez symbolized last year – and as Derek Jeter and Larry Walker might replicate next summer — some of those 41 selections were no-brainers and others were add-ons in their final year of eligibility. This is the business of retrospection, and in hindsight I can see how thankful I am that Jim Rice and Andre Dawson were elected without my help, how badly we failed Kenny Lofton and Lou Whitaker, among others, how tumultuous these two decades have been thanks to PEDs and overreaction, and how much things have changed for the better in our process.

The results have always been the same: Awestruck faces gazing at a wall, heads tilted like in the Louvre at the bronze visage and text on each new plaque in an upstate New York hamlet, allowing fans who make the pilgrimage to relive the wonders of their youth while sharing heroic stories with their children as a rite of passage. Now I am commemorating my own 20th anniversary by observing some voting trends while checking the boxes of these 10 legends, in order: Barry Bonds, Derek Jeter, Roger Clemens, Larry Walker, Scott Rolen, Curt Schilling, Todd Helton, Andruw Jones, Andy Pettitte, and Billy Wagner. Read the rest of this entry »


The Tigers Sign Two Veterans

The Detroit Tigers were a bad baseball team last year. No one’s arguing that. But you could make an argument that production in the infield is what sunk their offense from bad to catastrophic. Tigers outfielders weren’t the absolute pits — they slashed .255/.311/.410, good for an 87 wRC+ after accounting for Comerica’s spacious dimensions, which was 25th in baseball.

In comparison, the infield — even including DHs — hit .233/.285/.377, a 71 wRC+ that was worst in baseball. They struck out much more than league average, walked much less than league average, and didn’t hit for power. That’s not quite an infield full of Billy Hamiltons, but it’s awful. The league as a whole batted .256/.326/.441, which means that the Tigers infield wasn’t within driving distance of decent.

With two signings this week, however, the Tigers put a dent in their former ineptitude. The team inked Jonathan Schoop and C.J. Cron to two identical deals — $6.1 million over a single year — to provide a solid dose of “not that bad” to a team sorely lacking in that particular medicine. Read the rest of this entry »


Kole Calhoun Heads Home to the Desert

There’s nothing like a good homecoming story during the holidays, and in this tale, Kole Calhoun will serve as our protagonist. The Arizona native and Arizona State alumnus will return to the desert in 2020, as Calhoun and the Diamondbacks agreed to a two-year, $16 million contract according to multiple reports on Tuesday. The deal includes a team option for 2022 valued at $9 million.

Calhoun, now 32, became a free agent in early November after the Angels declined his $14 million team option in favor of a $1 million buyout. Though he was effective last season, the decision was an easy one for Los Angeles; with top prospect Jo Adell waiting in the wings to play right field full-time, it made little sense to keep Calhoun around.

Calhoun is a much clearer fit for the Diamondbacks. He’ll slot in quite nicely at his primary position, where he will essentially replace Adam Jones, who signed with Japan’s Orix Blue Wave earlier this offseason. Though he started his 2019 campaign hot, Jones was effectively a replacement-level player across 137 games last year, posting an 87 wRC+ in 528 plate appearances; he was worth -0.1 WAR. In total, Diamondbacks right fielders produced a total of 0.9 WAR, good for 26th in the majors. Read the rest of this entry »