How to Pitch Miguel Cabrera
The following is a look using heat maps at how to pitch Detroit's Miguel Cabrera (RHH). I am going to go through an overview of his hitting and then looks at his hitting pattern depending on the count. First there are 2 assumptions
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I am going to assume the Mark Wegner is the umpire. I determined him to be the most neutral umpire currently working in the majors.
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The pitcher is right handed. Currently all the Royal's starters are right handed and most of the relievers. A complete redo of the data would need to be done for a left handed pitcher.
There is a huge limitation to the analysis and it is that pitch type is not taken into account. Currently, the Pitch FX is about 76% accurate on pitch type classification. It is done real time by a person at the game and for a while it wasn't rechecked. I plan at some point going through and reclassifying and readjusting the data myself, but that is a project for another day/month.
Umpire
I have chosen Mark Wegner for the analysis and here is his called strike zone for a right handed hitter.

The scale is the number of called strikes over the total of called strikes and balls. The values is a decimal form where 0.5 is 50%. All images are from the catcher/umpire's perspective, the box is the rule book strike zone and the circle is added for reference:
His zone is relatively square and the 50-50 line (green border) almost fits the strike zone.
Miguel Cabrera
Overview.
This image is the pitches that Miguel swings compared to all pitches. It doesn't matter if they are balls or strikes, just the ball's location if he swings.

Comparing this image to the umpire image, it can be seen that Miguel doesn't swing at pitches high and low and outside that the umpire Wegner may call a strike. Also Miguel chases balls inside that are out of the zone.
This doesn't give the whole picture since Miguel may lay off outside pitches early in the count, but swings at them later. Also, he may be able to hit the inside pitches for power.
The following image shows the average run value for each pitch in that location. The values are taken from this article by Joe Sheehan at BaseballAnalysts.com are used. Basically each ball and strike or play result is given a run value. Positives value are good, negative values are bad. Here are the values for Miguel against RHP:

Miguel has few areas where he can cause problems, low and inside, in the middle and higher and away. If you want to throw him a strike and general have a positive results, throw is low and away or pitches up and in.
These are Miguels overall patterns. Next is a look at how he performs at each count (some of the heat maps may have to go to a less detailed image as the sample of data decreases). For each strike zone I will give Miguel's strike zone, his weighted strike zone and then some analysis
0-0 Strike Zone and Weighted Zone
To get a called strike, pitch him low and away. This cam be seen by comparing the umpires and Miguel's strike zone. The run values in the lower right quadrant are also not positive. This is a nice are to stay in. Especially don't throw low and inside.
0-1 Strike Zone and Weighted Zone
Again Miguel is swinging at everything that is not in the lower right quadrant. His only positive values are in the lower half of the plate. Time to pitch him high in the zone.
0-2 Strike Zone and Weighted Zone
Miguel has really expanded his zone here, but seems to do the most damage in the heart of the plate. This is the one count where you could pitch is low in the middle, but is is best to pitch high out of the zone across the middle of the plate. He always swings at those pitches and has a nice negative run value.
1-0 Strike Zone and Weighted Zone
Again, the best bet would be to work him low and away or up and inside.
1-1 Strike Zone and Weighted Zone
No real surprise here, negative run values low and away and high and inside.
1-2 Strike Zone and Weighted Zone
Miguel doesn't do well with 2 strikes. He is swinging at pitches over the entire zone. Like 0-2, he is chasing stuff high in the zone. Also, there is a zone low and in the middle where he is taking pitches to get a possible called strike.
2-0
Strike Zone and Weighted Zone
Not for sure what to think here. He doing good hitting he low and inside pitches and only swinging at about half the pitches in the zone. He may be just sitting on one pitch here. Nice negative run value low away. This area again may be the safest bet.
2-1 Strike Zone and Weighted Zone
Miguel is swing at all pitches in the inner half of the plate, but only hitting balls good in the center part of the plate. He may be think that the pitcher doesn't want to go to 3-1 so he is looking for a pitch down the middle.
2-2 Strike Zone and Weighted Zone
Again, with 2 strike, Miguel has really expanded his zone. Also again he is chasing pitching high in the zone for negative run value.
3-0 Strike Zone and Weighted Zone
What you see her is that he is basically taking on 3-0 counts and sometimes case pitches high and inside for negative results.
3-1 Strike Zone and Weighted Zone
Miguel is definitely looking to swing at pitches in the lower half of the plate, with the best results middle and away. This looks like a good chance to again go for the high strike. I am wonder if Miguel is only looking at one pitch and the negative run value zone that is low and inside is bad contact off the same swing.
3-2 Strike Zone and Weighted Zone
Where is Miguel swinging? Everywhere in the zone and high again. Where is he getting positive run values? Low and inside. Looks like again, high in the middle or low and away.
Conclusions
By looking at the two over view charts, it shows where Miguel does his damage and these areas should be avoided in all counts. It is always safe to pitch him low and away. If it is a pitcher's count, he expands his zone and he can chase pitches for negative results high in the zone. Also when the count is 2-0 and 2-1, he looks for pitches on on the inner half of plate.
If I have time, I may look at major hitter in each up coming series to see where that hitter's weakness's are located.
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Comments
Great work, Jeff.
Why is a Cabrera analysis on RR instead of BtB?
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The Tiggers are the Royals first opponent and for this season I am doing just pitch fx on the Royals in depth
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by Jeff Zimmerman on Mar 29, 2010 2:33 PM EDT up reply actions
Oooof course. Ignore me please.
Check out Two Out Rally, the new BASEBALL MMORPG, coming soon!
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It would really be cool to see this automated for every player.
I’m thinking of a program that takes the data and spits out both a visual and a set of instructions for opposing pitchers.
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that would be cool
until the batter sees the sheet and then learns how to change his tendencies.
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by MarioVanPeebles Republic of China on Mar 29, 2010 2:46 PM EDT up reply actions
I have a Web app that I can get any combination I like of player, date, pitcher handness, count.
It is really computer intensive, I can’t make it available to the public yet. The first time it ran, it took over an hour to process, but now have done to 5-6 seconds. I have the three shots above (umpire and player strike zone and player run value chart). There is at least going to be a few more additions. It is my little toy for now.
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by Jeff Zimmerman on Mar 29, 2010 2:55 PM EDT up reply actions
Sounds to me, Justin, like you’re just talking about Jason Kendall
I'm not a sabermetrician, but I do play one at FanGraphs.
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by Matt Klaassen on Mar 29, 2010 5:29 PM EDT via mobile up reply actions 1 recs
Not only that
it also automatically spits out the defensive alignment, too. (Hint: The word “in” is used frequently and with great emphasis.)
"Now…put that in your [BLEEP]ing pipe and smoke it." -Hal McRae
"I was doing this when BJ was in his father's nutsack." -Renzo Gracie
by Sweep_the_Leg on Mar 29, 2010 5:47 PM EDT up reply actions
Dude, stop posting this shit here
you need to be putting together a portfolio and presentation of this for MLB teams. You could make some moolah. Just not from the Royals. Their front office can’t see in more than 3 colors.
The market it rough at there.
It took me a while to get a gig at Fangraphs. I have several irons in the fire, but it is not steady work. I just do stuff I like and have a brother that helps me with some of the programming.
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by Jeff Zimmerman on Mar 29, 2010 8:24 PM EDT up reply actions
do you guys get paid at fangraphs?
just vaguely curious, considering how popular the site is
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Yes, beer money or in my case, flower money for wife
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by Jeff Zimmerman on Mar 29, 2010 10:54 PM EDT up reply actions
Banny is gonna destroy Cabrera now
or at least drive him to drink
I'm not a sabermetrician, but I do play one at FanGraphs.
Can't get enough of me? Check out my Twitter feed.
by Matt Klaassen on Mar 29, 2010 11:23 PM EDT up reply actions
that is freaking awesome
thanks for posting this. that for some reason just blows me away. all teams should be using this or some variation thereof. it seems so simple; i wonder how much of cabrera’s success is a matter of pitchers not being able to hit spots. another thought would be, can this be broken down even further by pitch type, so you know that you not only should pitch him high and away, but if you want to come inside, then do it with something off-speed, for example.
looking forward to future ones, especially of the royals.
great work, thanks again!
"He once had an awkward moment, just to see how it felt...he lives vicariously...through himself- He is the most interesting man in the world"
by Home Run Tony Cogan on Mar 29, 2010 10:50 PM EDT reply actions
he mentions that he plans to classify by pitch type, but hasn't done it yet
There is a huge limitation to the analysis and it is that pitch type is not taken into account. Currently, the Pitch FX is about 76% accurate on pitch type classification. It is done real time by a person at the game and for a while it wasn’t rechecked. I plan at some point going through and reclassifying and readjusting the data myself, but that is a project for another day/month
Zapp Brannigan/Dayton Moore quote of the day: "Yes, comets! The icebergs of the sky. By jackknifing from one to the next at breakneck speed, we might just get some kinda gravity boost". and also "Kif old friend, I don't know which disgusts me more. Your cowardice or your stupidity! We'll simply set a new course for that empty region over there. Near that black-ish hole-ish thing."
by SagehenMacGyver47 on Mar 30, 2010 12:16 PM EDT up reply actions

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