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The Rockies Were Bad and Still Almost Won

History won’t look back too kindly on the Rockies’ 2018 playoff run. They were outscored 13-2 in a three-game sweep at the hands of the Brewers. They produced one of the most pitiful offensive performances in postseason history. All in all, it wasn’t a great success.

A look at the team’s lineup reveals that the performance wasn’t completely surprising, either. While the club’s .334 wOBA ranked (tied for) fourth in all of baseball, the Rockies’ hitting exploits were much less impressive after accounting for Coors Field. Indeed, their adjusted batting line placed them among the 10 worst teams in all of baseball by that measure. Nolan Arenado, Charlie Blackmon, and Trevor Story were the only qualified Rockies hitters to produce a 100 wRC+ or better. By definition, that left two-thirds of the lineup to below-average hitters. That was never going to be ideal, and it showed in their loss to the Brewers.

Nevertheless, the series was far from a blowout. Rockies pitchers, particularly the starters, fared well — especially considering that Kyle Freeland didn’t get a start in the series and Jon Gray, who faltered at the end of the season, wasn’t even part of the NLDS roster. Tyler Anderson, German Marquez, and Antonio Senzatela gave up just five runs in 16 innings, keeping things close enough for their teammates. Overall, Colorado trailed by more than two runs in just five of the 28 innings during which they batted. A bloop and a blast would have given Colorado the lead half of the time they stepped to the plate — and also would have tied the game on another eight occasions, as the graph below illustrates.

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Boone Fiddles While the Bronx Burns

NEW YORK — In stark contrast to the proficiency with which he handled staff ace Luis Severino in the Yankees’ AL Wild Card win, pulling the right-hander after four electrifying (if wild) innings, manager Aaron Boone appeared to be caught flat-footed last night in Game Three of the AL Division Series against the Red Sox.

Well equipped to handle Severino’s heat, the Boston lineup — featuring four players who didn’t start Game Two — hit scorcher after scorcher off the 24-year-old righty through the first three innings, building up a 3-0 lead in the process. By the time Boone came out of the dugout, three batters into the fourth inning, he was too late. The pitcher to whom he turned offered little relief, too. The resulting seven-run outburst broke the game open, paving the way for the Red Sox to humiliate the Yankees 16-1, the most lopsided postseason loss in the franchise’s history and one that pushed them to the brink of elimination in the best-of-five series.

The small fraction of the 49,657 attendees who stuck around to the bitter end witnessed not only that bit of history but another, as well, as Red Sox second baseman Brock Holt became the first player ever to hit for the cycle in a postseason game. The coup de grâce came in the form of a two-run ninth-inning homer off Austin Romine, normally the Yankees’ backup catcher but here just the second position player ever to pitch in a postseason game.

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Job Posting: Red Sox Major League Clubhouse Analyst

Position: Boston Red Sox Major League Clubhouse Analyst

Location: Boston, MA

Description:
The Boston Red Sox seek an analyst to support the major league coaching staff while working closely with the major league manager, senior analyst in Baseball Analytics, and Advance Scouting department.

This is an opportunity to work in a fast-paced, intellectually curious environment and to potentially impact player performance and on-field strategy.

Responsibilities:

  • Statistical modeling and quantitative analysis of a variety of data sources, for the purpose of optimizing on-field player performance and strategic decision-making.
  • Effectively present analyses through the use of written reports and data visualization to disseminate insights to members of the major league coaching staff.
  • Travel with the major league team throughout the season, including to the Red Sox spring training facility. During the offseason this position will be based in Boston working with Baseball Analytics.
  • Maintain working expertise of leading-edge analytics, including publicly available research and novel statistical approaches, in order to recommend new or emerging techniques, technologies, models, and algorithms.
  • Other projects and related duties as directed by the major league manager, senior analyst in Baseball Analytics, and other members of Baseball Operations leadership.

Qualifications:

  • Bachelor’s degree in an analytical field such as statistics, predictive analytics, data science, engineering, applied math, physics, quantitative social sciences, computer science, or operations research.
  • Demonstrated experience with baseball data analysis.
  • Advanced understanding of statistical methods or machine learning techniques.
  • Proficiency with modern database technologies including SQL.
  • Demonstrated experience with programming languages (e.g., R or Python).
  • Demonstrated ability to communicate technical ideas to non-technical audiences using data visualization.
  • Proficiency in Microsoft Office (Excel, PowerPoint, Word).
  • Demonstrated work ethic, passion for baseball, and strong baseball knowledge, including familiarity with current baseball research and analysis.
  • Attention to detail while also having the ability to work quickly and balance multiple priorities.
  • Experience working for a major league club preferred.
  • Ability to work evening, weekend, and holiday hours is a must.
  • Other programming and database skills are a plus.

To Apply:
To apply, please send an email to analyticsresume@redsox.com with the subject “Clubhouse Analyst.” Please include the following items/answers to the following questions:

  • Updated resume
  • Example of analysis you’ve done, preferably related to baseball
  • What is a project that you believe would add substantial value to a baseball team? Please describe the project and provide an overview of how you would complete it.

Effectively Wild Episode 1280: The 1.8 Percent Strike

EWFI
Ben Lindbergh and Jeff Sullivan banter about Scott Oberg and the difference between good and bad balk calls, the Brewers sweeping the Rockies and the state of playoff bullpenning, the Astros juggernaut, Dodgers vs. Braves, Ronald Acuna’s grand slam, and the new Clayton Kershaw, the anomalous playoff performances of Kershaw and David Price, the Yankees’ sluggers and the appeal of balls knocked out of the ballpark, and more.

Audio intro: Built to Spill, "Gone"
Audio outro: Joel Plaskett, "Gone, Gone, Gone"

Link to Oberg balk
Link to Sam on balks
Link to Acuna grand slam
Link to Gary Sanchez homers
Link to Glenallen Hill homer
Link to Mark McGwire homer
Link to the .247 shirt

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Dan Szymborski FanGraphs Chat – 10/8/18

11:59
Dan Szymborski: Noon: A Time for Chats

12:00
Dan Szymborski: Let’s have some fun travelling an hour farther on the road between the cradle and the grave.

12:00
J: Wander Franco: the next Juan Soto?

12:00
Dan Szymborski: How did this Wander Franco meme start?

12:00
Matthew: What teams do you think do the best scouting amatuer talent?

12:01
Dan Szymborski: It’s a difficult question as I’d be judging more results than the individual abilities of the scouts on each team. I’m not as connected with individual scouts, I think that’s a McDongenhagen question.

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Small-Sample Theater Comes to the Postseason

With its assortment of winner-take-all, best-of-five and best-of-seven series, playoff baseball is inherently small-sample theater. Obviously, the wins and losses mean a whole lot to the teams and their fans, but there’s danger in ascribing too much meaning to the numbers that underly them given the circumstances. Nonetheless, we can’t help but notice certain trends, and wonder how they may connect to what we spent six months observing over the course of the regular season. While far from comprehensive, here are a handful of things that caught my eye through the first four days of Division Series play.

Astros vs. Indians: Nearly Hitless in Houston

Through the first two games of their Division Series, the Indians have been almost completely stifled by the Astros’ pitching. In Game 1, they didn’t get their first hit off Justin Verlander until Yan Gomes‘ single to lead off the sixth inning. In Game 2, they didn’t collect a hit after Melky Cabrera‘s infield single off Gerrit Cole in the fifth. In all, they’ve totaled just six hits, which puts them in jeopardy of having the fewest in a Division Series if their bats don’t perk up in Game 3. Likewise, for Division Series records for fewest total bases; they currently have nine, with Francisco Lindor’s Game 2 homer, which briefly gave them a 1-0 lead, their only extra-base hit. Here are the lowest totals for hits in a three-game ALDS or NLDS:

Fewest Hits in Division Series, 1995-2018
Team Year H Opponent
Reds 2010 11 Phillies
Rangers 1998 13 Yankees
Dodgers 1996 14 Braves
Rangers 1999 14 Yankees
Rockies 2018 14 Brewers

And for total bases:

Fewest Total Bases in Division Series, 1995-2018
Team Year TB Opponent
Rangers 1998 16 Yankees
Rockies 2018 18 Brewers
Reds 2010 19 Phillies
Rangers 1999 19 Yankees
Astros 1997 20 Braves

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Fans Scouting Report: Ballots Needed!

We are currently seeking additional ballots for a handful of teams for the Fans Scouting Report.

If you follow the Royals, Twins, Rangers, Diamondbacks, Marlins, Pirates or Padres it would be a great help if you took a short amount of time to fill out a ballot.

We could also use ballots for the Orioles, Mets, Rockies, Brewers, White Sox and Dodgers, but these are in a little bit less of dire need.

The compiled results of these ballots end up on the player pages and the leaderboards.

In addition, if you have filled out a valid ballot (at any time this year, ballots before today included), we are going to be randomly selecting 20 users for a free year of FanGraphs Ad Free Membership! These 20 members will be selected when the ballot closes. If you are selected and already have an Ad Free Membership, your membership will be extended for 12 months.

Thank you for your help!


Elegy for ’18 – Toronto Blue Jays

The Blue Jays’ future is about to become the Blue Jays’ present.
(Photo: Tricia Hall)

Toronto flirted with contention in the early stages of the season, staying on the edges of the AL East race through the end of April. But then April showers brought May flowers — lilies — to the pitching staff and while the Jays never lost at the amusing rate of the Orioles, the patient was already in rigor mortis by midseason.

The Setup

The Blue Jays had high expectations going into the 2017 season. Not even expectations I can make fun of, given that the ZiPS projection system had them at 87 wins going into the regular season. Even with the benefit of hindsight, it still doesn’t seem like thinking the Jays had a good shot at the playoffs in 2017 was all that ludicrous a proposition.

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The Dodgers Might Be in Actual Legal Trouble

Last week, we talked about a federal grand jury probe currently investigating Major League Baseball’s activity in Latin America. At the time, it appeared that the signing of Hector Olivera seemed to be a significant part of that investigation. Thanks to Carl Prine and Jon Wertheim of Sports Illustrated, we now have a much better idea of the matters at which that grand jury is looking.

Collectively, the documents [provided to the Grand Jury] offer a vivid window into both this netherworld and the thermodynamics of the operation: How Caribbean smugglers traffic Cuban nationals to American soil, using third-country way stations. How the underground pipeline ferries Cuban players to stash houses in countries like Haiti and Mexico before they can seek lucrative contracts with MLB clubs. How teams interact with buscones, the unregulated street-level agents who often take a financial stake in Latin American players.

The dossier given to the FBI suggests the extent to which some MLB personnel are aware of—and brazenly discuss—this unscrupulous culture and the potential for corruption. While both the league office and other teams are mentioned in the files obtained by SI, the Los Angeles Dodgers, a franchise with extensive scouting and development operations in the Caribbean, figure most prominently in the dossier[.]

Prine and Wertheim provide a detailed piece that’s is worth your time. Whitney McIntosh also published a helpful summary of their work for SBNation. A couple of interesting points jump out of their reporting, however. First, the Grand Jury and FBI are already evidently receiving at least some cooperation from important witnesses.

SI has learned that multiple alleged victims of smuggling and human trafficking operations have already given evidence to law enforcement agents or testified before a federal grand jury.

Second is that the Dodgers are evidently a prime target of the probe.

One particularly remarkable document shows that Dodgers executives in 2015 went so far as to develop a database that measured the perceived “level of egregious behavior” displayed by 15 of their own employees in Latin America. That is, using a scale of 1 to 5—“innocent bystander” to “criminal”—front-office executives assessed their own staff’s level of corruption. Five employees garnered a “criminal” rating.

***

Internal communications by the Dodgers show concerns about what team officials called a “mafia” entrenched in their operations in the Caribbean and Venezuela, including a key employee who dealt “with the agents and buscones” and was “unbelievably corrupt.” Other personnel were suspected of being tied to “altered books” or “shady dealings,” according to the documents.

We can all agree that analytics are wonderfully useful. For those who have plans of participating in international organized crime, however, please note that crafting charts to depict one’s level of criminality is unwise — as is openly discussing one’s own personal mafia.

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FanGraphs Audio: Craig Edwards Live on Tape in Wisconsin

Episode 838
Craig Edwards traveled to Milwaukee for Games One and Two of the NLDS between the Brewers and Rockies. In this edition of the program, he discusses what he saw there. Also: what criteria must a club meet to become a dynasty? And: if teams added no players this offseason, which club would be best in 2019?

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 40 min play time.)

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