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Counting on a big season from Denard Span

Denard Span set a career high in 2010, appearing in 153 games and amassing 705 plate appearances.  Unfortunately, that's about the best thing you can say about his season.

OK, that's not entirely fair.  Span rated pretty well defensively last season, and his 2.9 WAR wasn't that far off the average for center fielders.  But his bat...oh, man, his bat.  Using wOBA (which "combines all the different aspects of hitting into one metric") Span ranked as the fourth-worst hitting center fielder in baseball last season, sandwiched between Franklin Gutierrez and Michael Bourn

This was quite a drop-off from Span's first two seasons in the pros.  Span ranked as the third-best hitter at his position in 2009, and rated even better (albeit in limited playing time) in 2008.  Here are the nitty-gritty details:

Year

BA

OBP

SLG

OPS

2008

0.294

0.387

0.432

0.819

2009

0.311

0.392

0.415

0.807

2010

0.264

0.331

0.348

0.679

Without a doubt, 2010 was a horribly disappointing season for Denard Span.  Yet I remain absolutely convinced Span is going to bounce back with a strong 2011 campaign.  Why do I feel so strongly about Denard's season? We'll get into it after the jump:

Star-divide

Let's break this into 4 categories:

The Luck

Back an August, I wrote a post here entitled "What can Crash Davis teach us about Denard Span?"  I don't want to rehash all the points I made in that article here, as the power of hyperlinking makes it just as accessible now as it was 7 months ago.  But let me paraphrase it: Denard Span was incredibly unlucky last season.  Below I've update two key charts I used in that previous article:

Denard's batted ball profile - his rate of ground balls, line drives, and fly balls - was virtually identical between 2009 and 2010:

GB/FB

GB%

FB%

LD%

2009

1.89

53.1%

28.1%

18.8%

2010

1.97

54.3%

27.6%

18.0%

However, there was a huge difference in how frequently the balls he put into play turned into hits.  The following chart shows his batting average when hitting grounders, fly balls, and line drives.

BA

GB

FB

LD

2009

0.287

0.203

0.763

2010

0.223

0.186

0.677

 

So here we have a player seemingly doing everything the same (same number of ground balls, same number of fly balls, same number of line drives), but getting vastly different results.

Now, we shouldn't automatically assume the difference here is just luck.  As I said in August: "A hard hit ground ball has a better chance of sneaking by a fielder than a slow chopper to first, and we've all seen Denard hit his fair share of choppers to first this season."

So rather than just chalking up Denard's season to bad luck, let's review what the scouts had to say.

The Scouts

The experts at Inside Edge review pitch-by-pitch video of every player in the major leagues, grading them on several key criteria.  If Denard's disappointing 2010 campaign was the result of poorly hit ground balls dragging down his batting average, the evidence would show up in their scouting reports.

However, that's far from the case.  In fact, reviewing their reports on Span, it actually appears he was regularly making better contact in 2010 than he was in 2009.

I won't bore you with all the details, but here is a summary: Inside Edge uses the term "well-hit" to describe an at-bat that results in a batter making solid contact, no matter if the "well-hit" ball results in a hit or an out.  In 2009, when Span's OPS was above 800, 19.9% of his at-bats ended with a "well-hit" ball.  In 2010, when his OPS dropped below 700, he made solid contact in 22.9% of his at-bats.  His "grade" in that category rose from C- in 2009 to a B+ in 2010.

In fact, virtually across the board, the scouts at Inside Edge rated Span's 2010 season as superior to his 2009 campaign, except when it comes to the numbers that show up on the back of a baseball card. 

These scouting reports pour cold water on the notion that Span's drop in BABIP was the result of him making poor contact more frequently.  In fact, they suggest Span is continuing to progress as a hitter, which makes sense considering his age and exceptional plate discipline.

The Player

Another reason I'm so convinced Denard will bounce back from a poor 2010 is the type of player he is: young, athletic, and disciplined.

The age and athletic part is easy: Span's bat was great as a 24 year old, great as a 25 year old, and mediocre as a 26 year old.  Even if that was all we knew about him, we'd expect some level of return to normalcy in 2011.

I also think Span's plate discipline is an important element here.  It's certainly not unusual to see young, free-swinging hitters suddenly get exposed by pitchers who learn to avoid the strike zone.  But that's certainly not the case with Span.  Even though his walk rate did dip in 2010 - which is not an irrelevant fact - he remains an extremely patient hitter.  His walk percentage is still well-above average, and he rarely swings at pitches outside the strike zone (I mean rarely: last season, only three hitters in all of baseball swung at a fewer share of pitches outside the strike zone than Span).

Span's patience remains one of his biggest strengths as a hitter, and it's a skill that helps him weather the ups and downs all high-contact, low-power hitters experience.  While 2010 was certainly a down year, it wasn't the result of him losing his patience or turning into a free-swinger.  Even better, we know he'll still have his patience when his batting average rebounds in 2011.

The Gut

No, not Denard's gut; my gut.  As in: I just really believe Denard Span is going to have a very good season. 

Denard is a young, talented ballplayer, who brings a decent glove, good speed, and great patience to center field and the top of our lineup.  He's coming off a bad season, granted, but both scouting and his underlying statistics suggest that the drop-off was not the result of a change in approach or poor mechanics from Denard. 

While I hate to simply use the "L" word to defend a player's bad season, I do believe Span suffered from some pretty bad luck in 2010.  Assuming he continues to make solid contact, I think there is every reason to believe Span will see a significantly higher share of his balls in play turn into hits in 2011.  This will translate into a higher batting average, which, combined with Span's excellent plate discipline, will translate into an extremely effective ballplayer.

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It seemed like Denard

tried to take a lot of pitches early in the count last year, and, before he knew it, he was behind 0-2 or 1-2, and then had to be more defensive in his swings. Certainly, as the season went along, pitchers realized that the best way to deal with him was to throw strikes early, and, if someone can get that data, I believe that’s what they did. That would explain his lack of power and a lot of ground balls to 2B. He needs to get back to rifling the ball down the right field line for triples….

by Old Twins Cap on Mar 9, 2011 10:12 AM EST reply actions   1 recs

bingo

I’d probalby look at the amount of strikes he took compared to his good years… seems to me that pitchers started throwing him more strikes b/c they knew he wouldn’t do anything with them.

by diehardtwinsfan on Mar 9, 2011 10:15 AM EST up reply actions  

Might not be it

FanGraphs has that data, so I went and looked it up.

Out-of-zone swing percentage:
2008: 16.7%
2009: 18.1%
2010: 19%

In-zone swing percentage:
2008: 60.9%
2009: 59.5%
2010: 60.3%

First-pitch strike percentage:
2008: 56.9%
2009: 58.9%
2010: 60%

None of those strike me as a change with enough magnitude to make a huge difference here (although this doesn’t list 0-2 counts, which are certainly more damaging than 0-1 counts).

One thing that has changed a lot is his out-of-zone contact percentage:
2008: 61.5%
2009: 74.1%
2010: 80.8%

He’s making contact with more balls that he was previous swinging and missing at. While that’s generally a good thing, in this case maybe he’s putting balls into play weakly (remember, these are balls out of the strike zone) when he’d be better off just missing the pitch and continuing the at bat.

"There are only two things that are infinite, the universe and human stupidity, and I'm not sure about the former." - Albert Einstein

by BeefMaster on Mar 9, 2011 11:00 AM EST up reply actions  

Great analysis

It jives with my recollection. He hit a lot of weak grounders to the right side on balls down and in. I think the main difference was how he was pitched to. Opposing pitchers recognized that weakness and exploited it. His task this year will be to lay off that pitch because he’s going to make outs if he continues to swing at it.

"You're thinking too much. Just have fun." -- Bennie "The Jet" Rodriguez in Sandlot

by cmathewson on Mar 9, 2011 11:38 AM EST up reply actions  

Yeah

The coaching staff even mentioned that as something they wanted him to work on after the season.

by Gunnarthor on Mar 9, 2011 10:35 AM EST up reply actions  

I think you have to give some credit to teams defending him better too.

My recollection is that he was played extremely shallow in left and center last year, which robbed all sorts of punchy liners that would have been hits if the outfield was respecting his power a little more.

I also think teams just figured out that he was just going to watch the first pitch sail by and started challenging him more.

Still I agree that he’s due a bounce-back and that scouting info is interesting. I’d expect some more rest will help him out too.

by Luke in MN on Mar 9, 2011 10:57 AM EST reply actions  

Playing "Guillen's Advocate" for a moment
While I hate to simply use the “L” word to defend a player’s bad season, I do believe Span suffered from some pretty bad luck in 2010.

While I think that’s a fine argument, it also raises a fear – what if 2009 was a lucky year, not the other way around? While his stats were generally pretty similar from 2008 to 2009, check this out:

2008 LD%: 25.7
2009 LD%: 18.8
2008 BABIP: .339
2009 BABIP: .354

The shorthand for expected BABIP is LD% + .120, which would come out to about .310 in 2009. As a fast guy who hits lots of ground balls (which have higher BABIP than fly balls), he’d probably expect to come in higher, but I don’t know about 40 points higher, like it was in ’09.

"There are only two things that are infinite, the universe and human stupidity, and I'm not sure about the former." - Albert Einstein

by BeefMaster on Mar 9, 2011 11:09 AM EST reply actions  

You call this spring? lol

Formerly thewild_viking_twins. Because my old profile was kidnapped by ninjas, and I was NOT a bad enough dude to rescue it...

by NorthernStar on Mar 9, 2011 1:03 PM EST up reply actions  

Texasleaguers is a great resource.

In 700 plate appearances, Denard swung at the first pitch 153 times…or on about 21.9% of his plate appearances.

Of course, Denard had 705 plate appearances last year, but I think saying that he swung at about 22% of his first pitches is pretty accurate.

by Jesse on Mar 9, 2011 11:29 AM EST reply actions  

Baserunning

If he just manages to not get picked off in 2011 he’ll add about a win to his value. 2010 was brutal for Denard on the basepaths.

by DJL44 on Mar 9, 2011 11:31 AM EST reply actions  

Hear, hear

I think Denard got picked off more times than the rest of the team combined last year. His 26/30 stolen base rate looks a lot less impressive when you consider that he got picked off nine times (according to Baseball-Reference). Two of those were PO/CS, so his effective stolen base rate was really 26/37, for a 70% success rate.

"There are only two things that are infinite, the universe and human stupidity, and I'm not sure about the former." - Albert Einstein

by BeefMaster on Mar 9, 2011 12:43 PM EST up reply actions  

He is a great baserunner though

On Beyond the Box Score a few days ago they posted a study on Michael Bourne. It turns out he is the most efficient base runner in the game. No surprise really.

What did surprise me was that Span was number 6 I believe. The first thing I thought of was all the pick offs. It seems that he must be amazing at all other aspects of baserunning to rank so high despite those outs.

Closers are paid for the postseason. They are relatively meaningless for the preceeding 162 games.

by PinkiePinkerton on Mar 9, 2011 7:24 PM EST up reply actions  

taking the first pitch

several people have mentioned this already but I just wanted to add that in an interview Span himself said that pitchers had noticed he always took the first pitch and were starting him off with a strike, knowing they had nothing to fear, so he ended up started every at bat behind in the count. I would expect him to start swinging at first pitch strikes this year a lot more.

by by jiminy on Mar 9, 2011 12:16 PM EST reply actions  

I agree.

A 78% take rate on first pitch is pretty high, even for a leadoff hitter. Even if that comes down to 65% – 70%, it’ll make a difference on how pitchers approach him.

by Jesse on Mar 9, 2011 12:20 PM EST up reply actions  

Seems like it makes sense to be very selective on the first pitch, but not to just take everything.

Look for a ball you can really get into, but don’t try to just knock a ball on the outside corner into left field.

by Luke in MN on Mar 9, 2011 12:58 PM EST up reply actions  

Yes

He gets pull happy. He could have a .400 OBP if he just slapped the ball more.

"You're thinking too much. Just have fun." -- Bennie "The Jet" Rodriguez in Sandlot

by cmathewson on Mar 9, 2011 1:01 PM EST up reply actions  

Not really. See my post. Fangraphs had his LD rate go UP 45 points.

It’s the GB BABIP that drove things. The B-R LD BABIP that fell was offset by lots more B-R LDs overall. The underlying number of actual LDs/Fliners he had fall for hits is similar in both years. But a couple more groundballs and a lot less quality (or luck, if you prefer) on those groundballs…

by tobynotjason on Mar 9, 2011 4:23 PM EST up reply actions  

Turf to grass

Grass will hurt Denard on groundballs. That isn’t coming back.

by DJL44 on Mar 9, 2011 4:38 PM EST up reply actions  

Not 60-80 points, though.

MOST of that is just how he struck/placed the ball, though. Somebody with actual database skills and access to the databaseable raw numbers could get the BABIP for all groundballs in Target Field (probably best to just do Twins, to take out the Twins defense component) vs. the Metrodome to assess how much.

From everything I’ve read about BABIP and turf, I’m guessing the Dome added WAY fewer hits than you might think. In fact, turf takes away almost as many hits by giving truer hops. In any case there’s no way it accounts for anything like the plummet Span saw.

by tobynotjason on Mar 9, 2011 6:19 PM EST up reply actions  

Good post, but the Data used is flawed.

The original post used batted ball profile numbers from fangraphs and batted ball BABIPs from Baseball-Reference. The sites get their data from different sources and mixing the two results in some misleading information, since a “line drive” on fangraphs is sometimes a “flyball” on baseball-reference. There’s information to be gleaned from the differences, so it’s not all bad. Let’s take a look:

First, here’s all the numbers.

Fangraphs has Span’s component BABIPs and batted ball profiles as follows:

2008: .265 GB /.216 FB / .597 LD (53.9% GB, 20.4% FB, 25.7% LD)
2009: .302 GB / .173 FB / .711 LD (53.1% GB, 28.1% FB, 18.8% LD)
2010: .220 GB / .143 FB / .755 LD (54.3% GB, 27.6% FB, 18.0% LD)

These are the batted ball profiles used in the article above, but not the BABIPs.

Baseball Reference has:

2008: .257 GB / .273 FB / .655 LD (54.5% GB, 25.8% FB, 19.7% LD)
2009: .287 GB / .203 FB / .763 LD (52.9% GB, 30.4% FB, 16.7% LD)
2010: .223 GB / .186 FB / .677 LD (54.5% GB, 27.3% FB, 18.2% LD)

These are the BABIPs, but per different profiles. Since each source uses the same underlying facts (i.e. the actual balls Span put in play) to assemble its numbers, it makes sense to look at the totality of each set on its own/in comparison to the other whole set, but it’s misleading to look at the profile on one in conjunction with the BABIP of the other.

The major discrepancy is between the FB and LD numbers, which is understandable and a result of one system characterizing an actual “fliner” as a line drive and the other as a fly ball. Clearly Denard hits a lot of hard-to-classify tweener fliners.

Looking at his fangraph numbers in isolation it looks like he hit a TON of line drives in 2008 but a below average number fell for hits, whereas he got very lucky on his flyballs. Still he hit so many LDs his BABIP was great. His 2008 B-R numbers make him look like he hit a normal distribution of batted balls but got insanely lucky on flyballs. Since they’re both talking about the same underlying set of batted balls, it’s pretty clear what’s going on: he hit a lot of in between fliners, balls less valuable overall than standard LDs and more valuable by far than flyballs. The high number of fliners was very probably lucky — nobody sustains a 25.7% LD rate (Fangraphs way of representing this phenomenon) nor a .273 FB BABIP (B-R’s way of representing this).

In 2009, there was an anomaly with GBs. Fangraphs didn’t charge him with 3 ABs on PAs resulting in GB outs, thus giving him a higher GB BABIP (.302). But B-R still saw him as lucky/good on his groundballs (.287 GB BABIP). With more than half his batted balls hit on the ground, there’s his very good season right there. Unlike 26% linedrives or .270 FBBABIP, that’s not an impossible number to sustain for a good hitter with good speed, and anyone who can hit .287 on GBs is going to have a solid career as a hitter.

What about the LD/FB discrepancy in 2009? Well, B-R called a bunch of balls that were called LDs by Fangraphs (i.e. actual “fliners”) FBs, resulting in a higher BABIP for both FBs and LDs on B-R, because B-R’s LD BABIP was “purifed” of lower-valued fliners, which in turn helped the much crappier FB BABIP go up. Regardless, the numbers are pretty normal – either a little lucky for FBs but with a normal LD% (fangraphs) OR substantially lucky for FBs with a weak LD%. I find it hard to believe that a hitter like Span will post a FB BABIP much above average (usually around .140-.150) over the long haul, but plausible that he’d post normal LD BABIP and high GB BABIP, so on the whole I’d say he probably was a little lucky in 2009.

While Fangraphs and B-R yield virtually identical distributions of batted balls for 2010, it’s obvious that a whole bunch of fliners ended up in different places in the two data sets, basically trading places with each other. There’s not much of consequence to take away except that, once again, Denard Span seems to hit a lot of in these balls.

Whichever data you prefer, Denard had a below-average BABIP on GBs last year, which is downright weird for a faster-than-average player. However, this jibes with the stuff people are saying about chasing down and in pitches and chopping the ball slowly to the right side.

Denard’s fliner proclivity marries well with Luke’s great point about defense. The flipside of BABIP is DER, and the hit Denard’s B-R LD BABIP took may very well result in significant part from improved defensive positioning to catch shallow fliners (which hang up longer than pure LDs, making them more catchable).

Looking at all his other numbers, Span’s O-contact jumped right out at me, too. He wouldn’t really be better off missing, obviously: he’d be better off taking, but poked-at, reached-for, shallow outfield fliners or jam-shot choppers aren’t the best sorts of “line drives” or “ground balls”, plainly. Whether such fliners go in the Inside Edge data book as “well hit” or not, I have no idea. I remember reading a piece that criticized Inside Edge’s well-hit numbers but have no idea what it might have been, so I can’t really speak to that.

Span’s season last year can be summarized as one in which he made a TON of contact but didn’t come away with much to show for it. BABIP for hitters IS a skill, albeit one with a high degree of year-to-year variance. It’s tempting to believe Span “just” got unlucky last year, but having watched all the PAs you folks watched I tend to think he just wasn’t that good last year. I totally concur that he’s young enough and has a solid enough approach to turn it around. That turnaround, however, will likely NOT result in a lifetime FB BABIP around .200, but rather a GB BABIP closer to 2008/2009 than 2010, as well as a bounce-back in the BB rate.

BTW, that BB rate is explainable: despite excellent discipline, his O-Swing STILL went up relative to 2008/2009. He saw FEWER strikes overall, so that’s a bunch more swings at junk on a whole, and not a good thing.

by tobynotjason on Mar 9, 2011 4:10 PM EST reply actions   3 recs

Metrodome

Oh yeah: his FB BABIP in 2008/2009 could well have been influenced by baggy doubles/triples in the metrodome, especially in the right-side of the rightfield alley where balls that would’ve baggied in the Dome for hits fall over the field of play and are thus catchable in Target Field.

by tobynotjason on Mar 9, 2011 4:18 PM EST up reply actions  

GB BABIP influenced by Dome turf

Groundballs move faster on turf and fielders play deeper. That helps players with speed.

by DJL44 on Mar 9, 2011 4:43 PM EST up reply actions  

True. Also, home runs...

In the dome, he probably had some baggie home runs (don’t go into BABIP, but also aren’t caught for outs) on batted balls of a type that hung up in the Target Field air for long outs (killing the FB BABIP).

by tobynotjason on Mar 9, 2011 5:35 PM EST up reply actions  

That is a HUGE post

Also, it’s a really, really good post. Impressive analysis, and glad to see that it jibes with my less-thorough look at the numbers as well.

"There are only two things that are infinite, the universe and human stupidity, and I'm not sure about the former." - Albert Einstein

by BeefMaster on Mar 9, 2011 4:47 PM EST up reply actions  

Aggregated numbers.

OK, I aggregated the bat and ball data on each site for LDs and FBs and calculated BABIP the way the sites do (H-HR/PA-HR):
FANGRAPHS LD/FB COMBINED BABIP
2008: .439 (46.1% LD + FB)
2009: .396 (46.9% LD + FB)
2010: .388 (44.8% LD + FB)

BASEBALL REFERENCE LD/FB COMBINED BABIP
2008: .446 (45.5% LD + FB)
2009: .408 (47.1% LD + FB)
2010: .385 (45.5% LD + FB)

As you can see, aggregating the line drives and flyballs ALMOST perfectly marries the data sets. I noticed that a very few balls get treated as GBs by one or the other site that are line drives or flyballs on the other. Since everything that’s not an out eventually hits the ground, it’s not hard to imagine that these are balls that bounce for the first time somewhere near the back of the infield after following this or that trajectory.

Anyway, from this we see that 2008 was, as I stated previously, lucky for Denard Span, period. That, and/or there wasn’t yet a good “book” on how best to pitch him, so he could drive the ball hard at crazy rates.

But his 2010 performance on balls in the air really wasn’t very far removed from his 2009 performance, whereas his overall production paled in comparison. Again, the difference between 2009-2010 boils down to groundballs.

Incidentally, his regular batting average in 2009 was also helped by 6 sacrifice flies vs. 2 in 2010.

Regarding his tendency to get picked off last year: quake in fear, for Professor Gardenhire’s only gonna get more aggressive this year in an effort to earn his managing dollars by MANAGING, by golly.

by tobynotjason on Mar 9, 2011 6:47 PM EST up reply actions  

Plus

Span-Man said he’s angry again. He plays better with a chip. Should be a good year.

by Twins win on Mar 9, 2011 8:48 PM EST reply actions  

Thank you.

I feel a little better now. Nard-dog’s decline last year is one of several reasons I’ve been a little nervous about this season. Now just tell me that Morneau will play all year, Valencia’s the real deal and that our middle infield won’t crap itself.

by JuniorOrtiz on Mar 10, 2011 1:09 PM EST reply actions  

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