Author Archive

Daily Graphing – Matt Murton & John Rodriguez

Typically when you think of the best sluggers in baseball, names like David Ortiz and Vladimir Guerrero come to mind. How about the Cubs' Matt Murton or the Cardinals' John Rodriguez? Probably not, but will they someday? Murton played in his first major league game on July 8th and just ten days later Rodriguez got his first major league at bat. From that point on, the two left fielders had remarkably similar seasons. Murton batting .321 with 7 home runs in 160 plate appearances and Rodriguez batted .295 with 5 home runs in 176 plate appearances. I believe one of these batters may one day be ranked amongst the best batters in baseball while the other will most likely not.

           PA	H	HR	BB	SO	BA
Murton		160	45	7	16	22	.321
Rodriguez	176	44	5	19	45	.295

Matt Murton was drafted in the 1st round of the 2003 draft by the Red Sox and a year later was sent over to Cubs in the four-team trade that sent Nomar Garciaparra to the Cubs and Orlando Cabrera to the Red Sox. He did quite well in the minors hitting above .300 in both AA and AAA before being called up.

Matt Murton ISO

In his short time in the majors he's shown good power, which as you can see in the isolated power (ISO) graph above, really started trend upwards at the end of the season. Additionally he has above average plate discipline; only swinging at around 17% of the pitches out of the strike zone. Early in the season he couldn't seem to make contact against right-handed pitchers but it appears he quickly fixed the problem which may lead to an overall decline in strikeouts next season.

Matt Murton KP

John Rodriguez was drafted in the 16th round by the Padres in 1995 and was later signed by the Yankees in 1996. It was looking like he might be a career minor leaguer, but managed to get his big break when Reggie Sanders had to go on the disabled list. After hitting .342 with 17 home runs in AAA that year, his bat stayed hot in the majors and by the end of July he was batting .333 with 3 home runs in 49 plate appearances.

John Rodriguez ISO

His power seemed to wane as the season went on. He continued to hit for good average as he finished off the season batting .280 but with just 2 additional home runs in his final 127 plate appearances. Furthermore, he struck out in 30% of his at-bats, only making contact when he swung the bat 66% of the time, making him one of the worst contact hitters in all of baseball.

John Rodriguez KP

Needless to say, Murton is the batter I'm predicting will have a breakout season. His plate discipline is actually quite similar to the best power hitters in baseball. He essentially makes below average contact with the ball, but doesn't swing at a whole of pitches either, all while batting for a high average. While Rodriguez has some of the qualities of a great hitter, he swings nearly 30% of the time at pitches outside the strike zone. Unless you think he's the next Vladimir Guerrero (think again) his high batting average will very likely drop next year as pitchers will continue to exploit his poor plate discipline. Funny how two batters with such similar seasons can have such different outlooks.


Daily Graphing – Tom Glavine

After finish up the second half of 2004 with a 4-7 record and an ERA over 5, many thought it might be nearing the end for Tom Glavine who had been pitching in the majors for 18 years. 2005 started off just as 2004 ended, with Glavine posting a 5-7 record with a 4.92 ERA in the first three months of the season. He managed to get through July going 2-2 with a 3.43 ERA; were things starting to turn around? Building on his July performance, August ended with a 3-2 record and 2.50 ERA. Saving his best for last, in the final month of the 2005 season he posted an incredible 1.71 ERA with two complete games wins. Now entering what will be the start of his third decade of major league baseball, let's see if he can continue to pitch like he did in the second half of 2005.

BB9

The thing which really separates his good moments from bad moments is his control. Looking at Glavine's walks per 9 innings (BB/9), you'll see that he ended 2004 and started off 2005 fairly wild while finished up the season quite in control. If you compare his first half and second half pitch location charts, you'll see that he was actually a much different pitcher during the second half of 2005.

Glavine Pitch Location

Not only did he locate his fastball better by throwing fewer pitches right down the center, but he really started to work the inside of the plate. Please note he didn't neglect the outside of the plate either. Furthermore, he changed his pitch selection by mixing in both his curveball and slider instead of his fastball. He only threw them about 5% of the time during first half of the season but managed to end the season throwing them both around 10% of the time.

Glavine Pitch Type

By the time the 2006 season starts, Tom Glavine will be 40 years old, but don't let that fool you. It's not like he's overpowering hitters with his fastball around 85 mph, so it's really going to be a matter of location and deception. With the changes he made in the second half, I'd expect him to have another season with an ERA under 4 and with the Mets being much improved, look for a few additional wins.


Daily Graphing – Ryan Freel

A little over a month ago, the Reds signed Ryan Freel to a two year, 3 million dollar contract. In his second full season, the utility man bat .271 with 36 stolen bases which is almost exactly what he did in his first full season. He probably would have stolen a few more bases, but he was slowed by a toe injury and missed some time with a knee injury that required mid-season arthroscopic surgery. Next year, he should have the second base all to himself; let's see if we can figure out how he'll do.

BBP

One thing that Freel is certainly no slouch at is taking a walk. He was actually one of the best at differentiating strikes from balls in 2005 as he only swung at pitches outside of the strike zone about 10% of the time. To put that into context, 20% is about the about average with upwards 35% being the most anyone will swing at pitches outside the strike zone. When he did decide to swing the bat he was a pretty good contact hitter, striking out in only 17% of his at-bats. Just under half of those strikeouts were done so looking, so it might do him some good to swing the bat a little more often considering when he did, he made contact a very good 93% of the time.

KP

Looking at his isolated power (ISO), I wouldn't expect any more home runs, but whatever he lacks in power he makes up for in speed. He was right up there with the top base stealers in terms of the frequency he attempted to steal and he was successful in 78% of his attempts. If he was healthy the entire season, it wouldn't have been a shock to see him near the top of the stolen base leader board.

ISO

That's one of the biggest knocks on Freel, his durability is definitely something in question. If he can stay healthy, I'd expect him to have a real breakout year with improvement in both his batting average and his stolen base totals. With a little luck, I think his excellent batting eye gives him the potential to bat near .300 and as long as the Reds continue to let him run (he stole 5 bases in one game), I think he'll be able to top 40 stolen bases easily. If all that comes true, looks like the Reds got him cheap!


Daily Graphing – Jeff Francoeur

I feel like this Daily Graphing column has been a bit too bullish recently, so after trolling the FanGraphs database I settled on writing about Jeff Francoeur. After being called up in mid-July from AA, Francoeur went on an absolute tear batting .402 with 8 home runs in his first month in the majors. After that it was pretty much all downhill as he finished off the season batting just .252 with only 6 home runs in his final 200 plate appearances, bringing his season average to an even .300. Let's see if he's really the .300-plus hitter he started off the year as, or if he's closer to the .250 batter he was to close the season.

BBP

Oddly enough, he didn't have a single walk until August 21st and that wasn't even a “real walk” since it was intentional. His first major league, bona fide walk came three days later on August 24th when he faced Mark Prior in his second at bat. He started off taking a slider outside and then fouled off two fastballs. Down in the count, the odds were against Francoeur, but he managed to hold back on a high fastball and an outside fastball to bring the count to full. Finally, Prior threw a hard slider down and outside and Francoeur didn't swing! The crowd would have gone wild, except it was a home game for the Cubs.

KP

If the story had a happy ending, I'd say it was all smooth sailing after that one walk, but he only managed an additional 7 unintentional walks in his next 133 plate appearances. That's a lowly 5% walk rate; 6% if you include the two unintentional ones. Now, this wouldn't be too much of a problem if he was a great contact hitter, but he's not. He strikes out about 22% of the time, which is worse than average, bringing his walk to strikeout ratio (BB/K) to an awful .19. Also note his power numbers took a steep dive after his initial surge.

ISO

Considering Jeff Francoeur's microscopic walk rate and his not so great strikeout rate, I'd say there's not much chance he'll bat over .300 and repeat his rookie season. His major league batting average really was out of whack compared with the time he spent in the minors where he never batted over .300. Expect the type of numbers he put up after his hot start and remember his first month as something rather phenomenal, but not something that'll soon be repeated.


Daily Graphing – Ted Lilly

The past three seasons I've ended up rostering Ted Lilly in my fantasy league. How has he rewarded my loyalty (stupidity)? With nothing but disappointment and a firm place on my bench (sometimes he was kicked off the bench). Anyway, he has agreed to a one year, 4 million dollar contract with the Blue Jays after an injury ridden 2005 season. Between his trips to the DL (shoulder & bicep tendonitis) he went 10-11 with a 5.56 ERA. Let's see if there may be better days ahead for the oft-injured lefty.

K9

The good news is he can still strike people out decent amount. His strikeouts per 9 innings (K/9) of 6.84 aren't too shabby for a starting pitcher. He was even able to wrack up two 8-strikeout and one 10-strikeout performance in 2005. If healthy, hopefully we'll see a few more of those which would bump his K/9 over 7, like it was in 2003 and 2004.

BB9

His walks per 9 innings (BB/9) over the past two seasons leave much to be desired, but his 2001 and 2002 numbers do give us a glimpse of what he's capable of. I'm sure his injuries played a part in his increased BB/9. Combine all those free base runners with his elevated home runs per 9 innings (HR/9) and you've got a recipe for disaster, hence the ERA well over 5.

HR9

His HR/9 should be a little better next season since his home runs-per-fly ball (HR/FB) of 13% should regress back towards the 11% league average a bit. However, it's probably unrealistic to expect him to suddenly have a good HR/9 since he's never had one and he's nearly an extreme fly ball pitcher.

If Ted Lilly could pitch an injury free season (and right now that's a big if), I'd say you'd be looking at a quality pitcher with 15 win, sub 4 ERA potential. His strikeouts are just fine and he has age on his side as far as walks go since pitchers tend to walk fewer batters as they get older. Even if he's not 100%, it's unlikely he'll do as poorly as last season. Knowing me, I'll probably take chance on Lilly once again and I can only hope fourth times a charm.


Daily Graphing – Coco Crisp

The Red Sox and Indians are apparently close to completing a deal that will send Coco Crisp and David Riske to Boston in exchange for Andy Marte, Guillermo Mota, and Kelly Shoppach. The past two seasons Coco Crisp has been quite good, batting essentially .300 with a combined 31 home runs and 35 stolen bases. Consider it the two year approach to 30/30 (hey, not everyone can do it in one year!). He also managed to wrack up 42 doubles in 2005, which puts him 18th on the leader-board. Assuming this trade gets completed; let's see how he'll do in Fenyway next season.

BBK

His walk to strikeout ratio (BB/K) isn't too shabby as it climbed to just above league average last year. His problem isn't so much striking out as he only does so 13% of the time (which is good), but he doesn't walk all that often. Essentially he puts the ball in play a lot which isn't necessarily a bad thing considering his fairly high batting average on balls in play (BABIP) of .326. Furthermore, it looks like his BABIP is really starting to settle in around .325, so I wouldn't consider either his 2004 or 2005 season lucky.

BABIP

Being a switch-hitter, he was much better batting left-handed in 2005, but historically he's been better batting right-handed. I'm not entirely sure what's going on with that, but looking at his PitchZone chart, you'll see that he just couldn't muster a hit with balls up-and-in or down-and-in when batting right-handed. Batting left-handed he has some trouble handling pitches down in the zone. In general, it looks like he prefers pitches up in the zone and as a result, has a tendency to chase high fastballs. Other than that, there's not really any glaring weakness that I can see.

PitchZone

If Coco Crisp walked a little more he'd be the perfect replacement for Johnny Damon since he'd be able to bat leadoff too. Either way, he's a good bet to bat .300 again, but don't expect many stolen bases since the Red Sox were second to last in stolen base attempts. In the home runs department, his isolated power has been on a two year rise, so he should be good for at least 15 home runs, possibly closer to 20. I really like Coco Crisp and at only 27 years old, I think he'll continue to get even better.


Research – Palatable PitchZones

In the past week I've gotten some really great feedback on the PitchZone charts. In the hopes of making them more accurate and just simpler in general, I've revised them to be just a 5×5 grid, with the 9 boxes in the center being the strike zone. Remember that these are the percentage of all pitches that become hits for each box. Here's the major league average:

PitchZone

I also got a lot of requests to break them out the four different pitcher-batter match-ups. Here's that:

PitchZone

And finally, let's take a quick look at Abert Pujols and Vladimir Guerrero:

PitchZone

Guerrero is pretty scary. I'm pretty happy with these, so they'll probably start showing up occasionally in Daily Graphings for batters. Next up, I'm going to start looking at contact rates, swing percentages, and BABIP by pitch location. Then of course, there's the pitcher's side of things which I have a feeling is going to be a lot more complicated.


Daily Graphing – Bronson Arroyo

The Red Sox and Bronson Arroyo have agreed to a 3 three 12 million dollar contract. After Arroyo started off the year great going 4-1 with a 3.18 ERA in 9 starts, everything seemed to fall apart. Over his next 23 starts he was 10-9 with an ERA over 5. Let's see if we can figure out what happened to Arroyo and if there's a chance he'll rebound in 2006.

K9

Starting off with his strikeouts per 9 innings (K/9), it looked like he was finding his groove around mid-May, but took a serious nose dive shortly after. In 2004 he displayed a very solid K/9 of 7.1, but in 2005 he could only manage a poor K/9 of 4.3. What exactly happened here?

PT

If you break his 2005 season down by pitch type, you'll see that he started off the season throwing his changeup pretty much never, to throwing it nearly as much as his curveball and slider. Funny thing is, his changeups started to ramp up right around the same time his K/9 fell off a cliff. Coincidence? Probably not.

Furthermore, his changeup, with the exception of his fastball (which he throws a lot), was his most hittable pitch. When he started throwing more changeups, he also ended up throwing less sliders and curveballs, his two least hittable pitches.

BB9

It seems as though a lot of Arroyo's problem could be a pitch selection issue. His walks per 9 innings (BB/9) look pretty good too, so if he can manage to work on his changeup and get his strikeouts back to where they were in 2004 there's not a bad chance he'll be a pretty decent pitcher.


Research – PitchZone

There were nearly 700,000 pitches thrown during the 2005 season and Baseball Info Solutions tracked pretty much every single one of them. Whether it be location, speed, pitch type, or the result of the pitch, there's data on all of them. The real question is, what the heck is anyone to do with all this data? There's probably thousands of ways you could try and tackle this “pitch data”, but I was particularly interested in trying to see if I could visually display a batter's coverage of the strike zone.

What I decided to do was put a grid over the strike zone and see the percentage of pitches thrown to each section that became hits. I'm calling these charts PitchZone charts. For starters, let's take a look at the major league average for left-handed and right-handed batters. The box in the very center is the strike zone and the color code represents the percent of balls thrown to each area that become hits.

PitchZone

The results are not really surprising at all. As pitches get closer to the center of the strike zone, they become more hittable. I'm sure you already knew this (or at least suspected this), but now you can see it. The next step was to take an individual batter's pitch data and make it into a PitchZone chart. Let's see how good Albert Pujols is at covering the plate. Please note the scale change; instead of 20% being red, 50% is now red.

PitchZone

Pujols covers the strike zone extremely well. The only area that it looks like he's not able to cover is down and inside (the pink area in the bottom right corner of the strike zone). Throw the ball right over the center of the plate and there's a near 50% chance Pujols is going to get a hit. For comparison sake, let's see what a not so great batter looks like. Here's Corey Patterson (my current whipping boy):

PitchZone

Doesn't look nearly as good, does it? Patterson appears to have a lot of gaps in his swing. Additionally, you can compare each player's PitchZone to the league average to get charts that show you which areas a batter excels. Here's Pujols against the major league average for right-handed batters. Please note the scale change again as this is now percent over or under league average.

PitchZone

To no one's surprise, Pujols is league average or better in just about every area. Patterson on the other hand (compared to other left-handed batters) is worse than league average in a lot of spots and only better in a few select areas. It looks like he might be ok at handling pitches on the outer edge of the strike zone.

PitchZone

How many times have you heard an anecdotal account of a batter not being able to handle an inside pitch, or a batter chasing pitches down and away? Hopefully charts like these (and future versions) will give a more concrete understanding of why batters perform like they do. What your eyes tell you and what's actually true may not always be the same. Obviously there's still a lot of work to be done here and in the coming months I'll be writing a number of articles on pitch data for batters and pitchers alike.


Daily Graphing – Sammy Sosa

ESPN Deportes is reporting that Sammy Sosa may be headed to Washington D.C. and even goes further by saying that some media sources in the Dominican Republic are saying the deal is “all but done.” Troubled by various injuries (foot, toe, infection), Sosa was truly awful last season batting a meager .221 with 14 home runs. He experienced a particularly horrible slump where he batted .106/.213/.112 from mid-June to mid-July. Let's see if there's any chance he'll rebound in 2006.

ISO

The question on everyone's mind has to be is if a lack of performance enhancing drugs were the cause of his dismal 2005. We may never know for sure, but a chart of his isolated power (ISO) will surely make you wonder. While it looked like he was certainly starting to decline well before last season, he went from having an ISO well within the top 20% of all batters in 2004 to just being merely average in 2005. That's quite a nosedive.

BA

If he can't hit home runs anymore, a .221 batting average isn't going to fly (even with the home runs). Since hitting .328 in 2001, his batting average has been on a four year decline. He's never had the best plate discipline either, especially if you discount the intentional walks, so it seems unlikely his batting average will ever approach .300 again.

BBK

Unless Sammy Sosa finds a way to transform himself, there's no way he'd be a good fit with the Nationals. I can't figure out why he'd want to come to D.C. anyway if he wants top 660 home runs. I've said it before and I'll say it again: R.F.K. Stadium is just about the hardest place in the league to hit home runs, with a home runs per fly ball (HR/FB) of 7% for right-handed batters. I think his batting average will probably rebound a bit, but I'd be surprised if he hit 10 home runs at home if he signs. With everyone in D.C. talking about the new stadium deal pretty much non stop, this would give Washingtonians a good chance to take a step back and rip into Jim Bowden if a deal actually happens. Can the Nationals get an owner already, please?