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Midseason Evaluation of White Sox Hitters

The White Sox lineup is one of the best in all of baseball.

We are now halfway through the MLB regular season, and the Chicago White Sox are still holding their own and sitting in first place in the AL Central with a three game lead. Amazing. Whether or not the Detroit Tigers will finally start playing up to their potential remains to be seen, but it’s hard to see this White Sox team slowing down anytime soon. They rank fifth in the AL in runs scored (409) and sixth in team ERA (3.91). Since the addition of Kevin Youkilis, the Sox are 10-4, including series wins against the Rangers (sweep) and Blue Jays, and are averaging an incredible 6.14 runs per game.

If you can recall from a couple of months back, I wrote a post titled “By the Numbers: Evaluating the Impact of Cubs and Sox Hitters,” in which I used Bill James’ Runs Created Formula in an attempt to compute the number of runs “created” by a hitter throughout the course of a season (refer to the book Mathletics). Simply put, if a team consisted of nine of the same player, such as nine Paul Konerkos, approximately how many runs would they have scored thus far this season and, more importantly, how many runs would they score for their team per game? Instead of using sabermetric measurements that most casual fans don’t understand, such as wins above replacement (WAR), the runs created formula gives us the ability to evaluate the true value that each hitter has brought to his respective lineup thus far this season. Like last time, I gathered each player’s statistics and computed the runs created and game outs used for each hitter using:

Runs created = ((hits + BB + HBP) X (Total Bases))  ÷   (AB + BB + HBP)

Game outs used = .982(AB) – hits + GIDP + SF + SAC + CS

Remember, according to Mathletics, “approximately 1.8% of all at bats result in errors. Hitters also create ‘extra’ outs through sacrifice flies (SF), sacrifice bunts (SAC), caught stealing (CS), and grounding into double plays (GIDP).” Hence why we must take .982 of every at-bat instead of 1. Game outs used must then be divided by 26.72 (the total number of game outs available in a game, taking into account the .018 approximate number of errors per 27 outs in a MLB game) in order to determine the number of games’ worth of outs used by each hitter. That, ultimately, leaves the most important equation as the final step:

Runs created per game =  runs created  ÷  games’ worth of outs

Obviously, runs created per game tells you more about a hitter’s value than total runs created because the latter does not differentiate between bad hitters with a lot of plate appearances and great hitters with less plate appearances. That being said, take a look at the numbers below:

Youk’s numbers are clearly inflated due to how great he’s been in a White Sox uniform in only 49 at-bats, so the 10.05 runs created per game is bound to go down. However, it’s important to point out that, between 2008-2010, Youkilis managed to create 8.39, 8.61 and 8.92 runs respectively. Although he only averaged 427 at-bats the last two seasons of that span due to a variety of injuries, those numbers are still pretty unbelievable. If there’s anything to take away from the chart, it’s this: Brent Morel is bad. Like really bad. Sox fans should be kissing Kenny Williams’ and Rick Hahn’s asses every single day for the rest of the season for trading a couple of crackerjacks for Youkilis. That should end up going down as the best trade of the year for any one team.

If you move on down the line, everything seems to make sense. Paul Konerko continues to do what Paul Konerko does, taunting opposing pitchers to the tune of a .329 batting average and .904 OPS. The dude just doesn’t seem to let up and remains one of the most consistent hitters in all of baseball. He has been the most valuable hitter in the Sox lineup all season long, but at this point in his career, no baseball fan needs statistics to help him/her figure that out.

The biggest surprise this season has to be Alex Rios. He’s quietly having a monstrous turnaround season, ranking fifth in the AL in hits with 101 and 11th in total bases with 166. He’s also second on the team with a .318 average and leads the team in extra-base hits with 36 (tied with Dunn). To put into perspective how truly great he has been this season, take a look at last year’s numbers:

Rios has already created more runs midway through this season than he did all of last season. Quite frankly, he was atrocious last year, and Sox fans had all but given up on him. But, as Rios has proven, it’s never too late to turn things around. Somewhere, Adam Dunn is nodding aggressively.

Alexei Ramirez has certainly gotten better since we last calculated these numbers (was creating 1.75 runs per game seven weeks into the season), but he still remains dead last among every day Sox hitters in runs created per game. He barely ever walks (his on-base percentage is a measly .287) and only has 17 extra-base hits, also good for last on the team. It seems as if Ramirez will continue to shit on White Sox brass as he rakes in his $8 million per year, but as I just pointed out, there’s always room for improvement.

The 2012 season is moving fast and the dog days of summer are rapidly approaching. With only 77 games left, the White Sox are in position to make the playoffs for the first time since 2008. The second half of the season is going to be a grind, but if the Sox can maintain these hot bats, they should have no problem getting to October.

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By the Numbers: Evaluating the Impact of Cubs and Sox Hitters

Bryan Lahair has been the most valuable Cubs hitter this season.

Paul Konerko has been the most valuable White Sox hitter this season.

It is almost overwhelming how many statistics there are to evaluate baseball players. Outside of your typical fantasy baseball categories, there are advanced statistics used to evaluate the individual’s, or team’s, hitting, pitching and fielding abilities, as well as sabermetrics used by front office people and baseball junkies to determine the true value of a baseball player (such as wins above replacement).

As we prepare for a long summer of Chicago baseball, I realize there’s probably not much to look forward to in terms of the immediate future of both the Cubs and White Sox. However, considering the Bulls season is now over and the Bears have yet to start training camp, I have to find a way to keep myself (and you guys) entertained. Therefore, instead of assessing crazy baseball statistics, I found a way to evaluate the every day hitters of our baseball teams, thinking that it may at least give us some hope for the future and/or make us want to pull our hair out.

In 1979, Bill James (the inventor of sabermetrics and a statistical god within the baseball community) developed a Runs Created Formula in an attempt to compute the number of runs “created” by a hitter throughout the course of a season (refer to the book Mathletics). In other words, if a team consisted of nine of the same player (nine Paul Konerkos, nine Starlin Castros, etc.), approximately how many runs would they have scored thus far this season and, more importantly, how many runs would they score per game? In order to figure this out, I gathered each player’s statistics and computed the runs created for each hitter using:

Runs created = ((hits + BB + HBP) X (Total Bases))  ÷   (AB + BB + HBP)

This metric alone, however, doesn’t necessarily give us an idea of how truly valuable a player is to his team. The problem with any runs created metric is that a bad hitter with a lot of plate appearances might create more runs than a great player with less plate appearances. In order to fix this problem, we must factor in outs. According to Mathletics, “Approximately 1.8% of all at bats result in errors. Hitters also create ‘extra’ outs through sacrifice flies (SF), sacrifice bunts (SAC), caught stealing (CS), and grounding into double plays (GIDP).”  Therefore, “game outs used” can be calculated with this equation:

Game outs used = .982(AB) – hits + GIDP + SF + SAC + CS

By dividing that number by 26.72 (the total number of game outs available in a game, taking into account the .018 approximate number of errors per 27 outs in a MLB game), I was able to determine the number of games’ worth of outs that have been used by each batter.  That leaves this equation as the final step:

Runs created per game =  runs created  ÷  games’ worth of outs

Below are the numbers for each Cubs and Sox every day hitter:

As you can see, the numbers don’t lie. Anyone who follows and watches the Cubs and/or Sox knows that their two most valuable hitters thus far have been Bryan Lahair and Starlin Castro, and Paul Konerko and Adam Dunn, respectively. Ironically, I already wrote posts about Lahair, Dunn, and Konerko and the amazing success they’ve had this season (or in Konerko’s case, his career).  Castro is only 22 years old, but he’s already one of the best pure hitters in baseball. He has an incredible knack for making contact, even on balls out of the strike zone (think Vladamir Guerrero). The reason his runs created per game number is not as high as you would think is because of his inability to walk and lack of power. But again, he’s only 22 years old. The kid will continue to improve and get stronger as he gets older. The walk and home run numbers will only go up. He has an extremely bright future.

Although that’s all great to look at, I can’t help but focus on the two names at the bottom of the Cubs list: Alfonso Soriano and Geovany Soto. To put into perspective how disappointing these two players have been (and disappointing is a severe understatement), look at their numbers during their best seasons as Cubs players:

We can all agree, even before seeing this, that Soriano is an absolute joke. I can sit here and shred him to pieces if I really want to, but after all these years of extreme frustration, it’s not even worth my time anymore. He’s an atrocious baseball player, and to think that he was a 40/40 player (40 homers/40 stolen bases) only 6 years ago when we signed him nearly makes my head explode. In his first season as a Cub (consequently his best), Soriano created over 4 runs per game more than he does now. Amazing. And you know what else is amazing? Bryan Lahair creates 3.77 runs per game more than Soriano this season. What are their salaries, you ask? Lahair is currently getting paid $482,500 in his first season as a 29-year-old. Soriano, who is only five years older, is making $18,000,000. This means that Soriano is being paid 37 times as much as Lahair, yet Lahair is rated as being 8.26 runs better per game than Soriano. That truly upsets me. But, as we all know, athletes get paid for past performances. Every contract in baseball is guaranteed. Some Cub fans seem to think he will eventually get his act together over the next few years. And for whoever does think that, let me take away whatever it is you’re smoking and tell you this: no he won’t. He will never even be a third of the player he used to be. End of story. Too bad the next two and a half years can’t come any sooner.

You think I’m going to let Geovany Soto off the hook? C’mon man. There’s one word to describe how pathetic he’s been the past couple of years: EW. What in the world happened to this guy? Not only was Soto an All-Star in 2008, but he also won NL Rookie of the Year AND finished 13th in NL MVP voting. I don’t have an answer for his shocking lack of production since that great season, but I wish I did. The fact that he’s creating a team worst 2.24 runs per game (only factors in every day players) compared to 6.73 in 2008 speaks for itself.

As for the White sox, Paul Konerko has obviously had a great season, as he continues to be the most valuable hitter in their lineup year in and year out. Alejandro De Aza has been a pleasant surprise. He certainly didn’t have the highest of expectations coming into this season, but he has proved to be worthy of an everyday starter in center field – something the Marlins didn’t give him a fair chance to do. And after signing a fat 4-year, $32.5 million extension last winter, Alexei Ramirez is continuing to disappoint. For the number of at bats he’s had (leads the team), he has been arguably the worst hitter at his position this season – just horrendous.

I know I already praised Adam Dunn the other day for how great he has been this season, so I’m not going to get into it again here. Comparing this season’s numbers to last season, though, is really incredible. You can look at his 2011 numbers below:

Dunn’s creating 5.94 more runs per game in 2012, and he has created almost as many runs in seven weeks this season as he did ALL of last season. What a turnaround. Good for him.

As I said earlier, there are so many ways to measure the value of Major League players. Using runs created is a little more unique than most and has proven to be very accurate. This metric shows us how truly valuable players like Bryan Lahair and Alejandro de Aza have been, and hopefully will continue to be, this season. It also shows us how disappointing every day players like Geovany Soto and Alexei Ramirez have been thus far. But regardless, there are nearly 130 games left to play. There’s more than enough time for improvement – or not. We can only hope for the best.

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