Baseball Randomness

Hat Stealing Umpire – 1967 World Series

Last week I was watching one of the quarterfinals episodes of Baseball IQ that had aired on MLB Network.  (If you missed it, this show pitted a representative of each MLB team plus one from and the Hall of Fame in a single elimination trivia tournament that raised money for each team’s charity.)  Rather than just a question/answer format, the show required that each of the two contestants populate lists based on a statistical prompt from the host, e.g. “name the all-time National League home run leaders with at least 300 home runs”.  The contestants then alternated giving an answer until one of them supplied an incorrect response.

During the matchup between representatives of the D-Backs and Rockies, one of the categories prompted the contestants to name the pitchers who had at least 8 postseason wins.  As an intro to the category, they played a video of Bob Gibson – who finished his career with 7 postseason wins – striking out George Scott of the Red Sox to end game 7 of the 1967 World Series.  Included in the video was the ensuing celebration of the newly world champion St. Louis Cardinals.  Check it out here.

Did you see what happened at about the 4:31 mark?  No, your eyes are not deceiving you.  That was the third base umpire running up to the Cardinals mob and taking the hat right off the head of one of the celebrating Cardinals players.  It also appears that he had a hat in his hand before nabbing the second.  According to the baseball-reference account of this game, the third base umpire for this game was Augie Donatelli.

Augie passed away in 1990 and is credited with starting the Major League Umpires Association and was known for his quick and dramatic trigger when it came to ejecting players and coaches.  Based on this video, it appears he should have also been known for confiscating portions of uniforms from players celebrating on the field.  What would an umpire do with two Cardinals hats?  How did he get the first one?  What did he do with them after the fact – sell them, eat dinner out of them?

Sadly, I am not writing to proclaim that I have solved this mystery.  Instead, I am hoping that some aspiring baseball historian will make it their life’s goal to figure out why Donatelli took the hats and what became of them.  This LA Times article from 1987 is the only info I could find – Donatelli claims the hats were “falling off”.  Sounds fishy to me.  This post is proof that the nwe baseball season cannot come fast enough.



Declaring WAR on Clayton Kershaw’s 2011

One of baseball’s most distinguishing traits is the enormous number of statistics available from eras new and old.  If you are so inclined, you can find information and stats on just about any season, team, and player since professional baseball became a thing in the 1800s.  As a matter of fact, there is an entire organization called the Society for American Baseball Research (SABR for short) dedicated to recording and preserving teh history of the game.  (It is from this group’s acronym that the term “sabermetrics” was formed).  One of the best places to do this kind of research online is Baseball-Reference – you can purchase a subscription for some of the data but there are a lot of free features.

With the abundance of stats, it is inevitable that the urge will arise to compare players from all eras of baseball with each other.  However, this argument typically proves futile as one quickly realizes that many era-specific factors – such as different opponents, league size and composition, advances in equipment – affect a particular player’s stats and performance.  Does hitting 50 home runs in one season in the 1960s mean the same thing as hitting 50 home runs in a season in the 1990s?  How well do ERAs compare over the course of the 20th century?  Both are good questions, and until very recently, we were left to resort to qualitative assessments of players based on assumptions and opinions to answer them.

Fortunately, some very smart baseball minds developed a way to quantify a player’s value in a way that allows for comparisons across eras.  This quantity is known as Wins Above Replacement (or, simply WAR).  While it’s a very complicated formula involving some advanced metrics, the end result is a number that describes the value, in wins, that a play is worth to his team when compared to a replacement level player.  Put another way, it answers the question,”If Player A is unable to perform and is replaced by a minor leaguer or bench player, how many fewer (or mare in some cases) wins will his team have?”

One of the beauties of WAR is that it is context, league, and ballpark neutral.  This means that the effects of game situations, which league a player played in (AL vs. NL), and the run environments of different ballparks are accounted for in the calculations.  Rather than give you all the dirty details, I will point you to the Fangraphs library for further reading on the nuts and bolts of WAR.  As noted at Fangraphs, using one metric for player evaluation is not ideal, but WAR provides a great starting point since it accounts for all aspects of player performance – batting, baserunning, defense for hitters and runs saved (or prevented) for pitchers.

With that in mind, let’s take a look at Clayton Kershaw’s 2011 performance from a WAR standpoint and see how this campaign fares historically.  If you look at Kershaw’s player page over at Baseball-Reference, you can see that his rWAR* value for the 2011 season was 7.0.  2011 was Kershaw’s age 23 season (his age at midnight of June 30, 2011 was 23) and since the advent of the CY Young Award in 1956, there have only been twenty seasons that saw a starting pitcher with a rWAR of 7.0 or greater in their age 23 season or below.

Of those twenty, only Kershaw, Dwight Gooden in 1985 (age 20) and Roger Clemens in 1986 (age 23) came away with the Cy Young Award.  This may seem arbitrary at first glance since the Cy Young Award is determined by a vote, but the bigger picture is that Kershaw is one of three pitchers to have performed at such a high level at a young age and be perceived as the most outstanding pitcher in his respective league.

Another point worth noting is that, going back to 1880, there have only been 25 seasons in which a left-handed starter posted a rWAR of 7.0 or greater at age 23 or younger.  (Awesome side note: a guy named Noodles Hahn had two such seasons in 1899 and 1902).  Before Kershaw’s 2011, Jim Abbott’s 1991 season and Frank Tanana’s 1975-77 seasons with the California Angels were the most recent occurrences.

To reiterate, it is typically not safe to pass too much judgment based on any one statistic – Kershaw actually accumulated a lower rWAR than NL Cy Young runner-up Roy Halladay (7.4).  We can certainly begin to form ideas and make comparisons, but the analyst must be thorough before drawing any concrete conclusions.  We will continue to examine Kershaw’s success in 2011 in the next few posts by looking at the effect he had on the Dodgers as a whole and how he used his repertoire of pitches to his advantage.

*There are two accepted forms of WAR out in the baseball universe, fWAR and rWAR.  fWAR uses the Fangraphs methodology while rWAR is the version used by Baseball-Reference.  Values are very similar but use slightly different formulas.


Viewing Clayton Kershaw’s 2011 with Sabermetrics and Traditional Stats

Pitching at any level of baseball is a constant test of physical and mental strength.  At the major league level, only the catcher sees a more demanding workload.  If you have pitched at any level, then you know of the continuous focus required to navigate a pitch, a batter, an inning, a lineup, a game, a season.  For big leaguers, off days are far from “off” – conditioning, side bullpen sessions, film study.  Surely the rituals will vary for relievers and starters but you get the idea. Pitching is hard.

Every once in a while, a pitcher will have a breakout year and fool us into thinking – just for a few moments each time he takes the mound – that pitching looks easy.  Enter the 2011 version of Clayton Kershaw.  Every fifth game for the whole season, Kershaw gave the Dodgers a chance to win.  His traditional stat line looked like this:

21-5 with a 2.28 ERA and 248 K

which, by the way, was good enough for the pitching Triple Crown in the National League (he was tied with Ian Kennedy for the NL lead in wins).  This is a nice way to sum up a season, but as I mentioned in the overview post about Kershaw, we are much more capable now of identifying more meaningful metrics when it comes to analyzing and predicting a player’s performance than we were even 20 years ago.  These traditional stats are nice, but do they properly characterize a player and his performance?  You guessed it, the answer is no.

For example, pitcher wins has come under scrutiny in the sabermetrics world as being a somewhat meaningless stat.  Sure, it tells us that the pitcher’s team won the game and he was qualified to tally the win, but can we tell how the pitcher performed just by his number of wins?  Take a look at these two scenarios:

-Pitcher A throws a no-hitter and picks up a win in a 1-0 contest

-Pitcher B gives up 6 runs and walks 5 batters in 5 innings but his team scores 7 runs to qualify him for the win

Both pitchers earn a win, but Pitcher A obviously had the better performance.  The downfall is that the traditional win stat does not differentiate between these two performances.  Now stretch this over an entire season and it will quickly become clear that a traditional stat like the win can be a misleading characterization of a pitcher’s aptitude.  This is just one example of the way that traditional stats are being scrutinized in today’s baseball culture.  Not only is it becoming more practical, but it’s fun (I know, nerd alert!) to explore in more detail the more advanced stats that have been created to better understand the game.  I am still learning many of these new stats from the sabermetric world.

Now that we have established Kershaw’s dominance of the traditional stats, let’s take a look at some of his advanced metrics and compare him to the rest of the league.  Using the Fangraphs Leaderboard we can see that Kershaw is in the top 3 in the National League for:

Strikeouts per 9 innings (K/9) with 9.57 – 2nd
Walks plus hits per inning pitched (WHIP) with 0.98 – 1st
Fielding Independent Pitching (FIP) with 2.47 – 2nd

The point is this: Clayton Kershaw had a fantastic year on the mound any way you slice it.  You might even reason that his traditional stats are in fact telling an accurate story since his advance metrics were also superb.

Now that we have established (briefly) that Kershaw had a stellar 2011, there are a couple directions to go in defining his success.  One avenue is to explore his season in historical context – this opens up the classic baseball conundrum of comparing players across eras.  The other is to begin exploring the nuts and bolts of how he was able to be so successful in 2011.  We will go one of these directions the next time we meet.  Until then, let me know if there are any sabermetric principles you would like to discuss.

Pitch F/X

Clayton Kershaw’s 2011 – Overview

If you were paying attention the last few seasons, it should have come as no surprise that Clayton Kershaw had the type of year he did in 2011. In each of his first three full big league seasons (2009-2011), the Dodgers’ left-handed starter has increased his season totals of strikeouts, innings pitched, and WAR. In addition to those counting stats, his BB/9 and WHIP have both decreased over the same period. As in most cases, stats (sabermetric in nature or otherwise) tell only part of the story.

You see, Kershaw is the only Cy Young Award Winner with the letters “c” and “y” in his first name (Zackary Grienke’s first name is actually Donald). Useless? Yes. But a very baseball-like piece of information.

Stats write the description of a player’s performance as it happens and with new metrics and concepts born each year, the predictive power of stats is increasing as well. Perhaps one of the most productive advances in baseball statdom is the introduction of Pitch F/X in October of 2006. Using a system of cameras invented by Sportvision, the trajectory, speed, and spin are recorded for each pitch thrown in the majors. MLB Advanced Media makes these data available to the public and they are extremely valuable for analyizing hitters and batters alike.

This is where I will attempt to begin with my amateur baseball analysis. With a background as an engineer, the physics of actual pitches meshed with the amazing number of data points make for an endless supply of explorations. With that in mind, I hope to lead off with my studies with a look at some of Kershaw’s 2011 Pitch F/X data. I am not sure exactly where it will end up, but the first order of business will be to examine his “stuff”. What pitches does he throw? What is his fastball velocity by inning? We’ll look at questions like these and probably some others as we begin to paint a picture of Kershaw’s 2011 Season.

That will serve as my tease for what will be the first in a series of posts. Until then, may spring training games fill the baseball-shaped void in your heart.

Round Ball Round Bat

Pinch Hitting for Myself

So this site has been on the DL for quite some time now. Probably one of those mysterious strained obliques that make their way around every big league clubhouse at some point in the season. It is now time for Round Ball, Round Bat to be put to use again. This time there will be a little different slant on things. Rather than a family blog with tales of baseball trips and outings, it’s going to change gears and swing more towards the analysis side of the game (according to Nicole, this should read: nerdier) with the occasional rant sprinkled in.

I have an amazing job that is totally unrelated to baseball as well as three little future stars that keep me busy so irregularity is all but guaranteed for now. That said, the plan of a regularly scheduled family blogging night should keep things moving.

With about a month left before opening day, I plan to have a couple posts on some performances from last season before the new one arrives. That’s all for now.

Baseball Games · Baseball Memories · The Majors


After all the baseball excitement and games in 2009, 2010 was a bit of a let-down you might say. But, we sort of had bigger fish to fry this year. In early April, we brought home the latest player to be added to our team, our son Brody.

Before Brody’s arrival, we did make it out to a few games in Arizona for Spring training, although, sadly, we lost those photos in The Great Hard Drive Crash of 2010.

After Spring Training, we took a bit of break, getting in most of our baseball via the couch, thanks to the MLB Extra Innings package. David also started picking up some games with STATS, Inc as a reporter, taking score from home, and even a couple of times from the press box at Petco Park.



We did, however, make it to two Dodgers/Padres games, one in San Diego, and one up at Dodger Stadium. At Petco, my parents let us use their season tickets (they share a package with friends) which are great seats, and then in LA we sat in the bleachers with my brother’s family.




We’re definitely looking forward to more baseball in 2011, starting with our annual Spring Training trip in less than two months!

Baseball Games · Baseball Memories · The Majors

Wrapping up 2009

Uh, oops.

I guess this blog sort of neglected to participate in the last couple of baseball seasons.


Since we just bought our 2011 Spring Training Tickets, I figured I better do a quick recap of the last couple of years. This year, maybe we’ll be a little more up-to-date on this ol’ blog.


Since our amazing road trip ended, we still had a few more baseball excursions before the year was up. We took a tour of Petco Park, went to a few games in the summer of 2009 and celebrated David’s birthday with an NLDS game at Dodger Stadium.


baseball culture · Baseball Memories

How a Girly Girl Became a Baseball Fan


I always like to tell people,

“I married into a love for baseball.”

My parents and brother give me crap because as a child I was your average luke-warm-fan-of-the-home-team {Padres} but when I married, I married into a love of the game, and a love of the Dodgers.

I always liked baseball. My brother and I even once scored tickets from a family friend to a very exciting playoffs game. But I never really knew or understood the game fully.

When David and I got married we lived on a half-a-shoestring budget. We had no cable but our college town happened to have a station on the Dodgers Radio Network, so we listened to just about ever Dodgers game on the radio (so old-school, huh?).

It was then that I “met” Vin Scully and began to learn all the ins and outs of the game, got to “know” the players and some of the Dodgers lore and history, and basically fell in love with America’s pastime.

Here are a few things I love about baseball

-it’s (essentially) a summer sport, so it invokes feelings of long, warm days
-it’s a mellow, relaxing game, most of the time.
-other times it is so exciting that you worry your husband will fall off the top deck at Dodger Stadium because he’s jumping and cheering so enthusiastically.
-it’s a family thing for us (we have quite the extended family of baseball fans).
-it has a rich American history.
-it’s become a global game, especially in countries where they speak my other language.
-the culture, players and fans are generally pretty down-to-earth; the vast majority of pros are not known for their extravagant lifestyles (superstars aside)
-it spans all ages and generations.
-it’s a family-friendly sport.

I’d consider myself a pretty sport person, tolerant of almost every sport, but here are a few factoids on why I would definitely categorize myself, 29-year old crafty, stay-at-home mom of a girly, as a bonafide Baseball Fan…

-I’ve been to 20 out of 30 Major League Baseball parks.
-I’ve been to several Spring Training games, in both FL and AZ.
-I’ve been on a 3-week long road trip to a dozen games across the Midwest and East Coast.
-I allow a collection of bobbleheads in my master bedroom.
-I attempt to run a baseball blog with my hubby (we’re not very consistent with it yet though, but stick with us, we have some great ideas in the works!).
-I play fantasy baseball. With my mom. (we totally tanked last year. my father-in-law whipped us all. we vow to pay a little more attention to our team this year). :)
-my daughter (who went to her first game at 3 weeks old)’s favorite color is Dodger Blue. And she loves Manny.
-I even find myself watching baseball when David’s not home!

Can I get a shout out from any other female fans? How did you get turned on to baseball?

We’re headed out to catch a few Cactus League games this weekend- looking forward to some sun and some foul balls! And you can bet our little one will be stoked to see Manny!

Baseball Games · The Majors

Dodgers vs. Angels

Here are some photos from a game we went to last year on June 20th, 2009. We love going to Angel Stadium (Gigi and I particularly like the Rally Monkey), especially when we get to see the Dodgers play there. The “Freeway Series” is always a fun rivalry. Angel Stadium will always be special to our family since our little Gigi went to her first baseball game there almost three years ago.

We used to live really close to Angel Stadium and would even ride our bikes there to catch a game. Here’s a parking tip… if you get there early enough there are a handful of free parking spots on Orangewood just east of the 57 freeway. Just walk under the freeway, over the bridge and there’s a gate where you can walk in to the stadium.

Here’s the photos from that game… a little reminiscing to get us thinking about the excitement of a new season.

baseball culture · Baseball Movies

Baseball Movies: Eight Men Out

Today my brother pointed out that there are only 78 days until the 2010 MLB season begins… woohoo! As we get ready for baseball, we wanted to share some “reviews” of baseball movies. Some our family favorites, some are new to us.

We got things going this week with the classic (new to us), Eight Men Out.

Eight Men Out ReviewThe Movie

Eight Men Out is the story of the eight players on the 1919 White Sox who allegedly threw the World Series; they were also known as the “Black Sox.” The movie was made in 1988 and is full of well-known actors in their earlier days, several of whom will appear in other baseball (or sports) movies such as Charlie Sheen, David Strathairn, Christopher Lloyd and D.B. Sweeney (if you count The Cutting Edge as a sports movie).  This movie is a great one to view before watching Field of Dreams (more on that classic later) as it gives a little history of that tainted team, and specifically “Shoeless” Joe Jackson.

His Take

Perhaps the most interesting part of this movie is emphasis on the role that the whole team played in the scandal.  Shoeless Joe Jackson is typically the the one associated with the scandal because he was the best player on the team.  As a competitor, it’s difficult to believe that professional athletes actually took part in a scheme of this magnitude.  The cast is great and the baseball scenes are believable, which is important for the credibility of this historical baseball film.

Her Take

John Cusack is one of my favorite actors, so right off the bat I knew I’d like this one. Seriously though, I liked the history lesson, and the interpretation on whether questionables like Buck Weaver and Shoeless Joe were really involved in the fix. The one thing I wonder is… what if MLB and the commissioner were as hard on “cheaters” now as they were 90 years ago? We’d be out a lot of superstars, that’s for sure.

Family Take

Put the kids to bed for this one. It’s a drama that would be over the heads of young ones, although an older kid who’s interested in the history of the game might like it. The language isn’t too bad, but be sure to consider ethical issues present like gambling and drinking during prohibition.

photo credit: puck36