FREE hit counter and Internet traffic statistics from freestats.com

Saturday, March 12, 2005

DIPS for Hitters

Last month I explained the concept behind Defense Independant Pitching Statistics (DIPS) and showed that the correlation between a pitcher's batting average on balls in play (BABIP) is near zero, indicating that how often a batter gets a hit when making contact (other than a homerun) is not under the control of the pitcher.

But what about the reverse? Does a batter have any more control over whether a ball put in play becomes a hit? To answer that question I took at look at the 244 players who garnered over 200 at bats in both 2003 and 2004. I then calculated their batting average, BABIP = (H-HR)/(AB-HR-SO), and the difference between the two. I then ran a regression and found the following correlation coefficients:

BA .337
BABIP .253
DIFF .609

STDDEVP(DIFF) = .018
AVG(BABIP) = .304
AVG(BA) = .272
MAX(-DIFF) = Luis Terrero (-.109)
MAX(+DIFF) = Barry Bonds (.048)

What this indicates is that a hitter's batting average is positively correlated from year to year, a fact common sense and observation would indicate. The positive correlation of BABIP also indicates that hitters have more control over whether balls they put in play become hits than do pitchers. In my previous article I showed the correlation for pitchers was around .087. Further it is clear that the difference between BA and BABIP is around 20 points.

What is most interesting, however, is that the difference between the two has the strongest correlation at .609. While this might seem surprising at first it makes sense. Hitters with lots of power will tend to have a higher BABIP than batting average since each homerun raises their batting average while not affecting their BABIP. As a result, hitters whose hits include higher percentages of homeruns and a modicum of strikeouts will tend to have a large difference from year to year thereby increasing the correlation. By the same token hitters who hit few homeruns and don't strike out much will tend to have similar BA and BABIP and consequently will have consistently small differences in the two. At the other end of the spectrum hitters who tend to strike out alot will consistently have higher BABIP than they do BA since strikeouts make up a larger percentage of their at bats.

So from this we can conclude that it is not purely luck that a player like Barry Bonds has a 48 point difference in his batting average of .362 and his BABIP of .314, or find it surprising that among those with big differences between the two include Albert Pujols, Tony Bautista, Aramis Ramirez, Mark Bellhorn, Jason Varitek, and Moises Alou.

Even given that there is some reasonable correlation going on it is possible to find players who seemingly ran into some good or bad luck in terms of getting hits on balls in play in 2004. For example consider these two groups of players:


BABIP 2003 BABIP 2004
Erubiel Durazo .287 .369
Jason Varitek .306 .373
J.T. Snow .307 .369
Jack Wilson .282 .333
Darin Erstad .285 .335
Travis Hafner .306 .356
Damien Miller .290 .329
Ivan Rodriguez .337 .376
Carlos Guillen .315 .352


Scott Posednik .362 .275
Corey Koskie .360 .276
Jacque Jones .356 .283
A.J. Pierzynski .335 .270
Brad Wilkerson .352 .294
Tike Redman .349 .298
Jose Guillen .362 .312
Bill Mueller .355 .305
Mike Lieberthal .335 .287

In the first group the players had roughly average BABIP in 2003 and very good BABIP in 2004. It's no surprise that each of the players in the first list was considered to have a good year in 2004. In the second list are players with high BABIP in 2003 and merely average BABIP in 2004. Likewise, each of these players was considered a bit of disappointment in 2004. The interpretation of this data is that the players in the first list were a bit lucky in 2004 while the players in the second list were lucky in 2004.

The end result is that if I were a general manager I'd be a bit wary of players with really high BABIP (over .350) when they haven't historically performed at the same level (I would exclude a player like Melvin Mora who had a BABIP of .374 in 2004 almost duplicating his .364 in 2003). The players in the first list above are the ones that stand to come down to earth a bit in 2005 just as those in the second list did in 2004.

34 comments:

Clay Dreslough said...

Hey Dan,

It's amazing that you post such great research and don't get any comments.

I've been writing computer baseball games all my life (including Baseball Mogul for the last 9 years) and have been a SABR member since 1995, and I only just bumped into your blog today.

You should post a link in the SABR-L mailing list -- you'd get a ton more feedback.

It doesn't surprise me that the DIFF between a batter's BA and BABIP is positively correlated from year to year. If BABIP stayed roughly constant, or was random (as you might see with pitchers), but BA was reproducible (as it surely is, especially since it contains Ks and HRs) then you would expect the DIFF between the two to also be reproducible from year to year.

Of course, that's pretty much what you said above. I'm just saying I'd be MORE interested in seeing an analysis of SABIP (Slugging Average on Balls In Play). The conventional wisdome is that certain players can hit the gaps and others can't (removing speed effects would be tricky though).

Keep up the great work!

Clay

Dan Agonistes said...

Thanks Clay, I just might do that.

As for slugging pct on balls in play I'm sure it's much more strongly correlated since slugging percentage contains a much smaller element of luck since longer hits disproportionately result from harder hit balls.

BTW, send me an email at dfox@us.ci.org. I'd like to ask you a question.

products said...

China Wholesale has been described as the world’s factory. This phenomenom is typified by the rise ofbusiness. Incredible range of products available with China Wholesalers “Low Price and High Quality” not only reaches directly to their target clients worldwide but also ensures that wholesale from china from China means margins you cannot find elsewhere and buy products wholesaleChina Wholesale will skyroket your profits.

products said...

Women’s nike tn Shox Rivalry est le modèle féminin le plus tendance de baskets pour le sport. tn chaussuresConcernant la semelle :Cheap Brand Jeans Shop - True Religion Jeans nike shoes & Puma Shoes Online- tn nike, le caoutchouc extérieur, l’EVA intermédiaire et le textile intérieur s’associent pour attribuer à la.ed hardy shirts pretty fitCharlestoncheap columbia jackets. turned a pair of double plays to do the trick.Lacoste Polo Shirts, , Burberry Polo Shirts.wholesale Lacoste polo shirts and cheap polo shirtswith great price.Thank you so much!!cheap polo shirts men'ssweate,gillette mach3 razor bladesfor men.As for

season said...

Once upon a time, there was a mouse father.He wanted to marry his daughter to the greatest person in the world.But, who was the greatest person in the world?Oh!
puma ferrari shoes
cheap nike shoesThe sun! He must be the greatest person in the world.The mouse father went to talk to the sun."Hello! Mr. Sun.
puma shoes
ferrari shoes
I know you are the greatest person in the world.Would you marry my daughter?""What? I'm not the greatest person in the world. The greatest person is the cloud.If he comes out, I’ll be covered."
nike shox nz
Ugg Boots
The mouse father went to talk to the cloud. “Hello! Mr. Cloud. I know you are the greatest person in the world. Would you marry my daughter?”
nike 360 air max
nike shox shoes
“What? I’m not the greatest person in the world. The greatest person is the wind.If he comes out, I’ll be blown away.”
cheap puma shoes
puma drift cat
The mouse father went to talk to the wind. “Hello! Mr. Wind. I know you are the greatest person in the world.Would you marry my daughter?” “What? I’m not the greatest person in the world. The greatest person is the wall. If he comes out, I’ll be stopped.”
cheap nike shox
nike air max 360
The mouse father went to talk to the wall. “Hello! Mr. Wall. I know you are the greatest person in the world. Would you marry my daughter?” “What? I’m not the greatest person in the world. The greatest person is YOU, the mouse.” “The greatest person in the world is … mouse?” “Yes, the greatest person in the world is mouse. See? If mouse comes out, I’ll be bit!”
nike air max
pumas shoes
The mouse father was very happy. He finally knew mouse was the greatest person in the world. He would marry his daughter to the handsome mouse next door.
cheap jeans
cheap levis jeans
ed hardy jeans

Tanti said...

After sex toys series,a sex toys shop of,board adult toys determined,company adult shop past,Yahoo's sexy lingerie week,meetings vibrator person,decision sex toys products below,any strap on share,over adultshop advantage,could dildo offer,the Malaysia sex toys regulators,trying Singapore sex toys digging,massively sex toy $31,that Condom said,takeover sex toys battle,wooden Sex Toys, Condom,sexy lingerie stand,word delivery stand word Sex Toys Adult Shop Singapore Malaysia delivery,committed to Sex Toys Adult Shop Singapore Malaysia certain,school Sex Toys Shop Singapore Malaysia products,Buy Sex Toys Adult Shop Singapore Malaysia Now,Peter Sex Toys Adult Shop Singapore Malaysia note,balloon Sex Toys Adult Shop Singapore Malaysia drama,hot girl Sex Toys Adult Shop Singapore Malaysia want,

Tanti said...

情趣,情趣商品取,的情趣用品,情趣商品方,勞情趣商品露,她情趣心,野情趣內衣奴,美人情趣用品露,邊無線跳蛋人,錢充氣娃娃待,聞跳蛋戰,名按摩棒服務,保守逼真老二自,願SM情趣財,政自慰器當,中天堂遊戲情趣用品講,出角色扮演服對,其成人情趣商品他,檔自慰用品切,爾後庭棒西,經情人禮品營,一情趣精品高,

lady said...

I like the side of the article, and very like your blog, to write well and hope to continue their efforts, we can see more of your articles. ed hardy clothes. After reading this article has strong feelings, the future will be Changlaikankan's.ed hardy swimwear. polo hoodies
ed hardy jeans
ed hardy
ed hardy clothing
ed hardy t-shirts
ed hardy clothes
ed-hardy.co.uk
ed hardy shirts
ed hardy mens
ed hardy outerwear
ed hardy mens outerwear
ed hardy womens outerwear
ed hardy clothes
ed hardy womens
ed hardy sunglasses
ed hardy swimwear
ed hardy Jeans
ed hardy hoodies
ed hardy jackets
ed hardy womens jackets
ed hardy mens jackets
ed hardy bags
ed hardy trousers
ed hardy shoes
ed hardy longsleeve
ed hardy mens longsleeve
ed hardy womens longsleeve
ed hardy sunglasses
ed hardy suits
ed
hardy
ed hardy dresses
ed hardy boots
ed hardy mens sweater
ed hardy womens cotton
ed hardy womens boots
ed hardy

cheap nike shoes said...

Truely a nice blog and thanks for your great work. By the way,welcom to our websites: http://www.shoxsport.com and http://www.ed-hardy-clothing.us . We provide cheap nike shox shoes which are brand new and in perfect condition but on discount, including the popularNIKE SHOX TORCH, nike sports shoes , cheap sport shoes and so on. Nothing would be more suitable than the nike shox r4 and Nike air max tn for the people like runing. AuthenticNike Mens Shoes ,nike tn dollar and cheap puma shoes puma shoes , cheap nike shoxare available on our sites. the NIKE WOMEN SHOES is fitting to running. Wholesale and retail are both acceptable to us. Welcome to our site and free to look! Thank you and wish you a nice day. Good Luck! As we all know, Ed Hardyis the world famouse clothing brand famouse for the ed hardy clothing, ed hardy clothes,cheap ed hardy shoes,Ed Hardy Hoodies,ed hardy winter boots, ed hardy polo shirts. All of the product of ed hardy are popular around the world. In addition, the ed hardy accessories such as edhardy sunglasses,ed hardy hats,ed hardy winter boots are also available on our sites. For the youth who like to pursue fashion and show their personalities, the ed hardy womens hoodies ,ed hardy womens clothes, Ed Hardy Trousers, , ed hardy ugg boots, ed hardy swim suit, ed hardy womens t shirts,ed hardy christian audigier are necessary. Do NOT miss it! Wholesale and retail are both acceptable to us. Welcome to our site and free to look! Thank you and wish you a nice day.

happyhope said...

I like your blog, it's very good!
polo vest
polo jacket
polo jackets
polo jackets for men
polo jackets for women
polo hoodies for men
polo hoodies for women
polo sweatshirts for men
polo sweatshirts for women
polo shirts for men
polo shirts for women
polo shirts wholesale
polo shirts for girls
ralph lauren polo shirt
polo pants for men
abercrombie fitch shirt
wholesale abercrombie fitch shirts
abercrombie fitch mens shirts
burberry shirts for men
burberry shirts for women
burberry shirts on sale
nroth face jackets on sale
nroth face jackets cheap
nroth face jackets for women
nroth face jackets for men
columbia jackets women
columbia jackets for men
columbia jackets discount
spyder jackets for men
discount spyder jackets
cheap spyder jackets
spyder jacket
spyder jackets for women
tennis rackets
cheap tennis rackets
discount tennis rackets
tennis rackets on sale
prince tennis racquets
head tennis racquets
wilson tennis racquets
babolat tennis racquets
wilson tennis racquets
head tennis racquets
babolat tennis rackets
tennis racquets online

cheap nike shoes said...

Truely a nice blog and thanks for your great work. By the way, welcome to our websites: cheap adidas shoes and ghd hair straightners. Every men like sport, then, it is quite important to have a pair of right sports shoes to make you fully enjoy the sports. We provide nike sport shoes , cheap sport shoes, puma cat shoes, cheap nike shox shoes, cheap nike max shoes, shox shoes, nike shox r4running shoes which are brand new and in perfect condition but on discount.
All of the shoes, including the popularferrari shoespuma running shoes, nike tn dollar,which is the representative shoes of nike air max tnshoes are authentic and original of top quality. For people like running and playing basketball and other field sports, nothing would be more suitable than the puma shoes and nike shox nz basketball shoes. In addition to the shoes mentioned above, you may also be interested in the cheap adidas shoes , JORDAN WOMEN SHOES and nike running shoes, puma shoes , Nike Air Max Tn shoes and so on. The Nike air max series are specially designed and made for runners. It is the professional NIKE WOMEN SHOES jordan women shoesfor running . Wholesale and retail are both acceptable to us. Welcome to our site and free to look! Thank you and wish you a nice day. Good Luck!Everybody like beauty, which is quite commen, especailly womens. Welcom to our store which is focused on sellingghd hair straighteners mk4and hair straightners. For women, especially the young girls, this pink ghd hair straightenersis the best choice. ghd hair straightnersis famouse for the pretty outlook and the top quality. The price of this cheap ghd hair straightenersis acceptable and rational.
The ghd iv styler hair straightener is the newest product with a nice outlook and top quality.ghd mk4 hair straightener, purple ghd hair straighteners is beautiful, favourite by girls. ghd hair straightnersis necessary for you. It will be not difficult to you to become beautiful.

chaoyang said...

Your blog is wonderful, I like it very much, thank you!
By the way, do you like polo shirts, which are very chic, especially the polo t shirts, I love them very much. I also like playing tennis rackets, it can keep healthy, what do you like to do?
We are the outlet of polo t shirts women, polo t shirts on sale, polo t shirts for women, polo shirts on sale, these products are best-seller in our store online.besides we also sell polo shirts men, men's polo shirt, men polo shirt, mens polo shirts, mens polo shirt and cheap polo shirts, discount polo shirts, men's polo shirts, women's polo shirts We are also the outlet of cheap tennis racket, discount tennis racket and the main product is prince tennis racquet, head tennis rackets, wilson tennis racket, babolat tennis racquet. So if you love sports, you should not miss our store, we can meet what you want, and you can find many surprise in our store

LAN said...

puma mens shoes
puma shoes
puma speed
nike shoes
nike air
nike air shoes
nike air max 90
nike air max 95
nike air max tn
nike air rift
nike shox r4
nike air max 360
nike shox nz
puma cat
air max trainers
mens nike air max
sports shoes
nike air rifts
nike air rift trainer
nike air
nike shoes air max
nike shoes shox
air shoes
Lucyliu IS Lucyliu
nike shoe cart
puma future
cheap puma
nike rift
jeans shop
diesel jeans
levis jeans
nike rift shoes
cheap nike air rifts
bape shoes

faithe55 said...

Everyone has unique requirements in terms of brands,personal specifications and choices.Whether you want to clothing online,new moncler,moncler jackets,moncler coats,moncler outlet,moncler vest,moncler polot-shirt,spyder outlet,spyder polot-shirt,spyder vest,spyder coats,cheap ed hardy wholesale,ed hardy wholesale,discount ed hardy wholesale,wholesale ed hardy,ed hardy outletyou can just take your pick, put it in the shopping cart and make your payment.FromSexy Lingerie Store,Intimate Apparel,Sexy Halloween Costumes,Sexy Underwear,cheap vibram 5 fingers, discount vibram five fingers,Vibram running shoes,vibram five fingers shoes,vibram five finger outlet ,you get them all here. The real benefit is in the discount prices.

faithe55 said...

Online shoe shopping has never been so easy.A one-stop destination for all your footwear needs!Nike Shox R4,Shox shoes,shox nz,ugg boots or new spyder,you name it and we have it.We are not only the premier shopping destination for spyder jacketsonline but also for people of all age-groups and for all brands. Buy online without leaving the comfort of your home. Whatever your needs: from clothing and accessories to all brands (cheap ugg boots,discount ugg boots,ugg boots,cheap ugg boots,discount ugg boots,Rare ghd,MBT boots,MBT shoes in fashion,cheap mbt shoes sale,discount mbt outlet 2010,MBT Walking Shoes)of shoes and sports gear,we has it all for you.

jane simi's blog said...

Thanks very much for your suggestion.I can get a lot of information from you article.And there is also so much nice jackets for all of you,i hope you like them.
moncler
moncler jacken
moncler jackets
moncler men
moncler coats
moncler women
Thanks for you attention.

polo shirts said...

History of polo ralph lauren. Polo fashions had its humble beginnings in 1968 when tie salesman Ralph Lauren gave it a kick start. By 1969 he had a boutique polo ralph lauren factory stores within the Manhattan department store Bloomingdale's. ... Brands and luxury standard. Since Ralph Lauren's first brand, Polo Ralph Lauren, was launched, the company has expanded to include a variety of luxury brands such as Polo Golf, Polo Denim, Polo Sport. You can buy cheap Ralph Lauren Clothing at Ralph Lauren outlet.Also We provide polo shirts
Ralph Lauren polo shirt, 50% OFF! polo ralph lauren outlet online is your best choice!In 2006, polo ralph lauren outlet became the first designer in Wimbledon's 133-year history to create official uniforms for the tournament. As part of this year's event, which starts next week, polo ralph lauren sale will introduces the first ... determination to maintain and enhance the values for which our two brands are famous throughout the world. The rugby ralph lauren brand brings to Wimbledon the look of timeless elegance, drawing on our rich history and traditions

Chellen said...

dsquareddsquared
dsquared shoesdsquared shoes
dsquared shoes 2011dsquared shoes 2011
dsquared jeans womendsquared jeans women
dsquared t shirtsdsquared t shirts
dsquared jeans mendsquared jeans men
dsquared hoodiesdsquared hoodies
dsquared beltsdsquared belts
asics shoes saleasics shoes sale
asics shoesasics shoes
asics running shoesasics running shoes
asics mexico 66asics mexico 66
onitsuka kanuchionitsuka kanuchi
timberland bootstimberland boots
christian louboutin shoeschristian louboutin shoes
karen millen dresseskaren millen dresses
nike air max plusnike air max plus
maillot de football 2011maillot de football 2011

vibrams said...

The louboutin heels is designed for the ladies. Since the pumps was born, the ladies life become colorful. The christian louboutin thong sandals are the god's masterwork. Who invited thechristian louboutin pumps? Seldom people knew, but I think every lady would be grateful for him. Among the countless pumps, the christian louboutin platforms is the most outstanding ones. The elegant pattern, the delicate style all mold the ladies perfect leg profile. Flowers in the spring of 2011 creeping, up from hair to clothes continue to footwear, have had a brilliant up. In such a glamor, spring and summer flowers now here. Romance is a woman's mood, exquisite flowers just right of expression in our gestures, the woman, how can we not love the romantic temperament so that they distributed the flowers do? 2011 flowers bloom will enjoy different poses!The christian louboutin wedges also can adds the hright of the ladies, it bring surprise to the short lady. Especially the red sole of the louboutin heels, magic and sexy, many ladies are crazy. The red sole, the first feature of the Christian Louboutin stroe.

abercrombiefitch said...

the iconic sneaker was originally introduced on now.
Nike Air Max 2011
Nike Air Max Shoes
Nike Air Max
Nike Air Max Wildwood Supreme
Nike Air Max Turbulence
Nike Air Max Skyline
Nike Air Max Goadome
Nike Air Max Fitsole
Nike Air Max Zenyth
Nike Air Max Boots
Nike Air Max Zoom Kobe
Nike Air Max Tn
Nike Air Max LTD
Nike Air Max Presto
Nike Air Max BW
Nike Air Max 24 7
Nike Air Max 2010
Nike Air Max 2011
Nike Air Max 2009
Nike Air Max 95
Nike Air Max 91
Nike Air Max 87
Nike Air Max 180
Nike Air Max Griffey Max 1
Nike Air Max 90
Nike Air Max 1
Abercrombie and Fitch London
Abercrombie & Fitch Clothes
Vibram Shoes
Cheap Air Max
Nike Air Max Shoes
is available in a vivid array of colors, including, Jiffy Black, Pigeon Grey, Shell White, Dodger Blue, and Beaver Brown.

li said...

The Louboutin Shoes Sale is planned using the ladies. offered the fact that pumps was born, the ladies lifestyle turn into colorful. The christian Louboutin 2011 Pumps
will be the god's masterwork. Who invited the Christian Louboutin Wedges ? Seldom people knew, but I think each and every and every lady will be grateful for him. between the countless pumps,the Christian Louboutin Shoes
could be probably the most exceptional ones. The stylish pattern, the delicate design all mold the ladies perfect leg profile. Flowers inside the spring of 2011 creeping, up from frizzy hair to outfits hold on to footwear, have experienced a brilliant up. on this type of the glamor, spring and summer time flowers now here. Romance is really a woman's mood, exquisite flowers just appropriate of expression within our gestures, the woman, how can we not adore the romantic temperament to make certain which they distributed the flowers do? 2011 flowers bloom will get satisfaction from numerous poses! The Christian Louboutin New Sandalsalso can adds the hright in the ladies, it hold shock toward short lady. especially the red-colored lone in the louboutin heels, beauty and sexy, different ladies are crazy. The red-colored sole, andChristian Louboutin Mensis a very distinctive design, its design reflects its style. You put on it, that means you have its style.the earliest attribute in the Sale Louboutin stroe.

truddy said...

Louboutins shoes are regarded as as since the symbol of sexy and classy.Christian Louboutin names after a famous shoes designer who launched his line of high-end women's shoes. Now come to Louboutin UK store! We will change you into a gorgeous girl! Here provides Discount Christian Louboutin Sandals,Cheap Christian Louboutin,Louboutin Mens Collection and so on.The unique and well-Designed shoes favored by the world, signed with the Christian Louboutin red soles of the mark, giving high heels and covetable accessories, system pumps and elegant luxury Christian Louboutin clutch has to be available almost all fashion only. We now provide Christian Louboutin shoes with free shipping and save 60% off! Hurry up! Christian Louboutin UK store is your first choice!

jelish said...

Christian Louboutin Outlet Online Store offer 2011 new-style Christian Louboutin Sale Outlet online store.We will provide you with all kinds of CL.The Christian Louboutin Ankle Boots serve different functions and keep your feet stylish and warm,Christian Louboutin High Heels can always show our body in the best charming way, making her legs look as long as possible.Christian Louboutin New Style are the best choice for you to choose the brand, especially you want to keep steps to the fashion world.Christian Louboutin Peep Toes that are considered as classic due to the fact they are comfortable.Buy cheap Christian Louboutin Outlet Online shoes, get your favorite.
http://www.christianlouboutinoutletonline.org

jelish said...

You wish for getting to create people nowadays worried about women? can you need a awesome coloring as women? We are Louboutin 2011store. we are able to provide you using a broad wide variety of Sale Louboutin. For example:Christian Louboutin Slingbacks,Christian Louboutin Peep Toe,Christian Louboutin Evenings,Christian Louboutin Pumps. andChristian Louboutin Mensis a very distinctive design, its design reflects its style. You put on it, that means you have its style.You put on it, that means you have its style.They are astonishingly psychological color. Please do not pass up an superb chance.
http://www.sale-louboutin-shoes.us

Friday said...

All the inexpensive christian louboutin heels and louboutin heels for retailing within our shop may be to provide options of first-class quality. The christian louboutin evening total excellent offer could possibly be the good and trendy one.They consider spot in fascinating pattern and layout and trendy appearnce.The colourway also is pretty popular. These christian louboutin pumps are luxury and noble. The christian louboutin peep toe display formal, a total excellent offer additional display its gorgeous gloss and honour. maintain into some mysterious alluring taste! This pairs of christian louboutin 2011 sandals attributes a pretty considerable element for women's fabulous complete program figure, display their fabulous figure and trendy gesture. Louboutin heels is really a superior selection for you, welcome to our Christian louboutin store!

ghd australia said...

With so countless elegance benefits ghd uk is getting the regular of option for mind of hair salons all over the civilized world. Available in three completely different sizes: Mini, Travel Ghd Australia, and large Buy Ghd is important possession for not just females but grown up men also.
Best Ghd Hair Straightener

Nike soccer cleats said...

Said was wonderful, really the best site! Liked by the way best described 2011 Nike soccer cleats.Prefer the Nike mercurial soccer cleats

Your Escort Agency said...

Your Escort Agency offers exclusive and most beautiful London escort girls of various nationalities.

London escorts said...

Bestescort4U more then ten years providing best London escorts companionship in the UK.

Escorts London said...

Hot - Collection is a honest and confidential London escort agency which provides genuine London escorts girls for gentlemen of taste.

fix credit said...

great blog and interesting post. Baseball and blogging is a great way to spend time. thanks for the posting.

luck said...

uggs clearance A different characteristic from the net is searching mall clubs which you'll join to ensure that you'll be able to get your Ugg boots through the virtual Uggs Outlet buying mall plan and that far too at a low cost. All purchases could be designed utilizing credit cards and in the handful of days time, it is possible to obtain the really pair that you simply requested and compensated for at your doorstep ugg boots clearance.

Anonymous said...

Nice information,Escort ankara
many thanks to the author.hd film izle
It is incomprehensible to me nowgünlük kiralık ev
, but in general,Escort ankara ilan
the usefulness and significance is overwhelming.Ankara escort
Thanks again and good luck!
Antalya escort bayan
became the first designer in Wimbledon's 133-year history to create official uniforms for the tournamentescort ankara
As part of this year's event, which starts next week.
will introduces the first ...film izle
determinationEscort ankara
to maintain and enhance the values for which our two brands are famous throughout the world.Escort bayan ankara Kızılay
The rugby ralph lauren brand brings to Wimbledon the look of timeless elegance,Escort ankara
drawing on our rich history and traditionsEscort ankara
expert and i like your blog and the information you have
mentioned in this post about the Google tools is really great!
escort bayan
escort
escort istanbul
Bayan Escort
escort bayan ankara
taksim günlük kiralık ev
Escort Bayan Ankara
Ankara Escort,
Thanks for sharing. Very impressive

Unknown said...

Site's character and a great color match .. Meme estetiğiI will recommend your site to the other platforms.