WAP to sort an Array using different approach

Bubblesort

  1. compare 1st and 2nd elements
  2. if 1st larger than 2nd, swap
  3. compare 2nd and 3rd, and swap if necessary
  4. continue until compare the last two elements
  5. the largest element is now the last element in the array.
  6. repeat statring from the beginning until no swaps are performed (i.e.,
    the array is sorted)
  7. each time you go through the elements bubbling up the largest element
  8. no need to try the last i elements for the ith run since the end
    elements are already sorted

Selection Sort

  1. array to be sorted: A
  2. array to be returned: B
  3. find smallest element in A and put in B
  4. mark space in A with null so it won’t be chosen again
  5. repeat last two steps until B is sorted array

 

Insertion Sort

  1. algorithm
    • passes through each element
    • everything before element is sorted
    • puts element in appropriate place in sorted half of array by checking
      each element starting from the back of the sorted part of the array
  2. Code Methods: insertionsort
  3. Worst Case O(N2) – when array is reverse sorted
  4. Best Case O(N) – when array is already sorted
  5. Swap Number
    • = number of inversions (i.e., i < j but a[i] > a[j])
    • Running Time = O(I + N)
    • Notice that for a sorted array I = 0
    • For a reverse array I = O(N2)
    • Average Number of inversions in an array of N distinct elements is N *
      (N – 1 ) / 4 = O(N2)
  6. Average Case O(n2)
  7. Any algorithm that sorts by exchanging adjacent elements requires
    O(N2 time on average.

    • Including Bubblesort and Selection Sort

 

Shellsort

  1. invented by Donald Shell
  2. Algorithm
    1. start separation = number of elements / 2
    2. compare a[i] and a[i+separation]
    3. swap if necessary
    4. do for each element of array i = 0 to a.length – separation
    5. set separation = separation /2
    6. recompare all the elements
  3. separation calculation
    1. shell suggested /2
    2. other sequences give great improvement
    3. note figure 7.3 does not / 2 properly
  4. Code Methods: shellsort
  5. Average Case Shellsort : Open Problem
  6. Worst Case O(N2)
    • 1 9 2 10 3 11 4 12 5 13 6 14 7 15 8 16
    • subsequant increments don’t do anything because not relatively prime
    • last row is insertion sort of N(N-1)/2 comparisons
    • second to last row is (N)(N/2 – 1)/2 comparisons and so on
    • toss out the minus ones (we are rounding up – so will only increase
      running time)
    • NN/2 + NN/2*2 + NN/4*2
    • factor out NN/2 => NN/2 * ( 1 + 1/2 + 1/4 + ..)
    • series is less than 2, so get NN/2 * (2) = NN => O(N2)
    • OR …
    • each pass with increment hk has hk insertion
      sorts of N/hk elements
    • insertion sort is O(N)
    • each pass is thus of O(hk * (N/hk)2)
    • or O(N2/hk)
    • hk changes for each pass
    • hk in it’s worst case is 1, 2, 4, 8, …
    • all other cases will divide down smaller by throwing out remainder
    • so sum of 1/hk = 1 + 1/2 + 1/4 + 1/8 + .. < 2
    • Algorithm so we have 2N2 = O(N2)
  7. Hibbard’s increments
    1. Use relatively prime gaps
    2. 1, 3, 7, 2k – 1
    3. Worst Case: O(N3/2)
    4. I will spare you the proof.
    5. Average Case: O(N5/4) – not proved yet
  8. Sedgewick increments
    1. 1, 5, 19, 41, 109
    2. terms are either 9 * 4i – 9 * 2i + 1 or
      4i – 3 * 2i + 1
    3. Worst Case: O(N5/4)
    4. Average Case: O(N7/6) – not proved

Heapsort

  1. Worst Case: O(NlogN)
  2. Slower in practice than Sedgewick’s
  3. Code Methods: leftChild, percDown, heapsort
  4. algorithm:
    1. put elements in array
    2. build heap O(N)
    3. deleteMin N times and place back in array – O(N*logN)
  5. uses two arrays
    1. too much space for large arrays
    2. could use one, by placing deleteMins in back of array
    3. Will then be in reverse order
    4. could instead delete max
    5. and place max in back of array when delete it
    6. then use one array
    7. similar to selection sort
  6. array for heapsort starts in position 0 as opposed to a heap where it
    starts in position 1
  7. Analysis
    1. Building Heap: 2N comparisons
    2. deleteMin logN each (N of them)
    3. O(NlogN)
    4. Performance is Extremely consistent
    5. On average uses only slightly fewer than worst bound
    6. To determine average case is difficult because successive deleteMax
      destroy heap’s randomness
    7. Average number of comparisons: 2NlogN – O(NloglogN)
    8. Notice that this is still O(NlogN)
    9. Best Case: NlogN – O(N)
    10. Notice that this is still O(NlogN)

Mergesort

  1. Code Methods: mergesort (2), merge
  2. Worst Case: O(NlogN)
  3. Recursively merges two sorted lists
  4. Time to merge two sorted lists is linear (N-1 comparisons)
  5. 1 13 24 26 merge 2 15 27 38 gives 1 2 13 15 24 26 27 38
  6. Classic Divide and Conquer Strategy
  7. If more than one element, divide and merge sort the first and second
    half
  8. Analysis
    1. Recurrance Relation
    2. T(1) = 1
    3. T(N) = 2T(N/2) + N
    4. T(N)/ N = T(N/2)/N/2 + 1
    5. T(N/2) / N/2 = T(N/4) / N/4 + 1
    6. T(2) / 2 = T(1)/1 + 1
    7. Sum up all of the equations
    8. T(N)/N = T(1)/1 + logN <- this logN is the sum of the 1’s
    9. T(N) = NlogN + N = O(NlogN)
  9. Uses extra memory to merge and copy back into array
  10. Merging is cornerstone of external sorting routines
  11. Not often used for main memory sorts
  12. Can also do it not recursively
  13. Or can use less memory – much more complex algorithm (impractical)

 

Quicksort

  1. Code Methods: quicksort (2), median3
  2. Fastest known sorting algorithm in practice
  3. Worst Case: O(N2)
  4. Average Case: O(NlogN)
  5. Worst Case can be made very unlikely with little effort
  6. Divide and Conquer Algorithm
  7. Algorithm
    1. If the number of elements in S is 0 or 1, return
    2. pick any element in v in S. This is called the pivot.
    3. Partition the elements in S into two groups, those below the pivot
      (numerically) and those above the pivot.
    4. return quicksort of s1 followed by v followed by quicksort of s2
  8. Hope that half keys are greater than the pivot, other are less
  9. Subproblems are not guaranteed to be of equal size which is potentially
    bad
  10. Faster than mergesort because partitioning step can be performed in
    place and efficiently
  11. Picking the Pivot
    1. Pick first element
      1. Awful performance if list is sorted or reverse sorted
      2. All elements will go in S1 or S2
      3. Will take quadratic time and do nothing at all
      4. Presorted input or mostly sorted input is quite frequent
      5. Horrible pivot point
    2. Pick larger of the first two elements
      1. bad for the same reasons as above
    3. Pick pivot randomly
      1. Good solution
      2. Unless random number generator has a flaw (which is common)
      3. Random number generation expensive
    4. Median of Three
      1. Best choice would be the median of the array
      2. Would take too long
      3. Take median of first last and middle
      4. elimnates sorted case
      5. reduces running time of quicksort by about 5%
  12. Partitioning Strategy
    1. Swap pivot into last element
    2. Assuming all distinct elements
    3. while i less than j
    4. Move i to right while elements less than pivot
    5. Move j to left while elements greater than pivot
    6. When i and j have stopped – swap elements and continue
    7. Once i and j have crossed, stop
    8. i is at lowest element greater than pivot
    9. swap i and pivot
    10. Duplicates to pivot
      1. both i and j go past the pivot
      2. Otherwise, if only i does, will put all duplicate in S1
      3. if both go past and all the same element – could create very uneven
        subarrays
      4. giving O(N2) results
      5. best to make both stop and swap, since the extra swaps is better
        than uneven subarrays
      6. Why would we sort identical elements?
      7. Think of sorting 100,000 elements where 5000 are identical
      8. Eventually will call quicksort on 5000 elements (since quicksort is
        recursive)
      9. Will want these to be sorted efficiently
  13. Small Arrays
    1. N <= 20
    2. Insertion sort is faster
    3. Use insertion sort inside of quicksort for arrays smaller than 20
    4. Faster by 15% in running time
    5. Good cutoff is N = 10, although any number between 5 and 20 is fine
    6. Saves nasty cases – such as taking median of three elements when only
      two
  14. Routines
    1. Driver calls quicksort method that specifies the start and stop of
      array to be sorted
    2. Median of Three Pivot selection
      1. returns pivot
      2. places smallest of left, median, and right to left
      3. places largest to the right
      4. places median in the middle then
      5. switched pivot to last element -1
    3. Heart of Quicksort
      1. Calls insertion sort on small arrays
      2. Skips outer elements since done in median3 with the ++ and —
      3. resores pivot into center from right – 1
      4. Need to increase i and j each loop (i.e., not inside while) because
        otherwise i and j will never change and will always equal pivot
  15. Analysis
    1. Worst Case: O(N2)
    2. Best Case: O(NlogN) using same proof as merge sort
    3. Average Case: O(NlogN)

3,240 thoughts on “WAP to sort an Array using different approach

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  80. Hi would you mind stating which blog platform you’re working with? I’m going to start my own blog soon but I’m having a difficult time choosing between BlogEngine/Wordpress/B2evolution and Drupal. The reason I ask is because your design seems different then most blogs and I’m looking for something unique. P.S My apologies for being off-topic but I had to ask!

  81. Hey there just wanted to give you a quick heads up and let you know a few of the images aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different web browsers and both show the same outcome.

  82. I’m really enjoying the theme/design of your weblog. Do you ever run into any browser compatibility problems? A small number of my blog audience have complained about my site not working correctly in Explorer but looks great in Safari. Do you have any tips to help fix this issue?

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  85. First off I would like to say excellent blog! I had a quick question which I’d like to ask if you do not mind. I was interested to find out how you center yourself and clear your mind prior to writing. I have had difficulty clearing my thoughts in getting my thoughts out. I truly do enjoy writing however it just seems like the first 10 to 15 minutes are usually lost simply just trying to figure out how to begin. Any suggestions or tips? Cheers!

  86. Good day! I know this is kind of off topic but I was wondering if you knew where I could get a captcha plugin for my comment form? I’m using the same blog platform as yours and I’m having difficulty finding one? Thanks a lot!

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  88. Do you mind if I quote a couple of your articles as long as I provide credit and sources back to your blog? My blog is in the exact same area of interest as yours and my users would definitely benefit from a lot of the information you present here. Please let me know if this alright with you. Thank you!

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  90. Hi just wanted to give you a quick heads up and let you know a few of the images aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different web browsers and both show the same results.

  91. Hey there! I know this is kinda off topic but I was wondering which blog platform are you using for this website? I’m getting tired of WordPress because I’ve had issues with hackers and I’m looking at options for another platform. I would be awesome if you could point me in the direction of a good platform.

  92. Hey! I know this is kinda off topic however , I’d figured I’d ask. Would you be interested in trading links or maybe guest authoring a blog post or vice-versa? My website discusses a lot of the same subjects as yours and I think we could greatly benefit from each other. If you’re interested feel free to send me an email. I look forward to hearing from you! Wonderful blog by the way!

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  94. Hi there! I understand this is somewhat off-topic however I had to ask. Does operating a well-established blog like yours take a lot of work? I’m brand new to operating a blog but I do write in my journal daily. I’d like to start a blog so I will be able to share my experience and views online. Please let me know if you have any ideas or tips for brand new aspiring bloggers. Appreciate it!

  95. With havin so much content do you ever run into any problems of plagorism or copyright violation? My site has a lot of unique content I’ve either written myself or outsourced but it seems a lot of it is popping it up all over the internet without my permission. Do you know any methods to help reduce content from being stolen? I’d certainly appreciate it.

  96. Hello! Do you know if they make any plugins to assist with Search Engine Optimization? I’m trying to get my blog to rank for some targeted keywords but I’m not seeing very good results. If you know of any please share. Thank you!

  97. Please let me know if you’re looking for a writer for your site. You have some really great articles and I believe I would be a good asset. If you ever want to take some of the load off, I’d absolutely love to write some content for your blog in exchange for a link back to mine. Please send me an email if interested. Regards!

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  99. Have you ever considered creating an e-book or guest authoring on other sites? I have a blog centered on the same information you discuss and would really like to have you share some stories/information. I know my subscribers would enjoy your work. If you’re even remotely interested, feel free to send me an e-mail.

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  101. This design is steller! You certainly know how to keep a reader amused. Between your wit and your videos, I was almost moved to start my own blog (well, almost…HaHa!) Excellent job. I really enjoyed what you had to say, and more than that, how you presented it. Too cool!

  102. Very good blog! Do you have any helpful hints for aspiring writers? I’m planning to start my own website soon but I’m a little lost on everything. Would you suggest starting with a free platform like WordPress or go for a paid option? There are so many options out there that I’m completely overwhelmed .. Any ideas? Cheers!

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  107. Hello there! I know this is kind of off topic but I was wondering if you knew where I could get a captcha plugin for my comment form? I’m using the same blog platform as yours and I’m having difficulty finding one? Thanks a lot!

  108. Hey there just wanted to give you a brief heads up and let you know a few of the pictures aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different web browsers and both show the same results.

  109. Today, I went to the beach front with my children. I found a sea shell and gave it to my 4 year old daughter and said “You can hear the ocean if you put this to your ear.” She placed the shell to her ear and screamed. There was a hermit crab inside and it pinched her ear. She never wants to go back! LoL I know this is entirely off topic but I had to tell someone!

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  116. Good day! I know this is kinda off topic but I was wondering if you knew where I could locate a captcha plugin for my comment form? I’m using the same blog platform as yours and I’m having difficulty finding one? Thanks a lot!

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  139. My programmer is trying to convince me to move to .net from PHP. I have always disliked the idea because of the costs. But he’s tryiong none the less. I’ve been using Movable-type on various websites for about a year and am anxious about switching to another platform. I have heard great things about blogengine.net. Is there a way I can transfer all my wordpress posts into it? Any kind of help would be really appreciated!

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  187. Hey! Quick question that’s totally off topic. Do you know how to make your site mobile friendly? My website looks weird when browsing from my apple iphone. I’m trying to find a theme or plugin that might be able to correct this issue. If you have any recommendations, please share. Thanks!

  188. Hi! I know this is sort of off-topic however I had to ask. Does operating a well-established blog like yours take a large amount of work? I am brand new to blogging however I do write in my diary every day. I’d like to start a blog so I can easily share my personal experience and views online. Please let me know if you have any ideas or tips for brand new aspiring blog owners. Thankyou!

  189. Have you ever considered publishing an e-book or guest authoring on other sites? I have a blog based upon on the same subjects you discuss and would really like to have you share some stories/information. I know my visitors would enjoy your work. If you’re even remotely interested, feel free to shoot me an e-mail.

  190. Write more, thats all I have to say. Literally, it seems as though you relied on the video to make your point. You obviously know what youre talking about, why waste your intelligence on just posting videos to your weblog when you could be giving us something enlightening to read?

  191. Please let me know if you’re looking for a article author for your weblog. You have some really great articles and I believe I would be a good asset. If you ever want to take some of the load off, I’d really like to write some articles for your blog in exchange for a link back to mine. Please send me an email if interested. Many thanks!

  192. Heya are using WordPress for your blog platform? I’m new to the blog world but I’m trying to get started and set up my own. Do you need any coding knowledge to make your own blog? Any help would be greatly appreciated!

  193. Hmm is anyone else having problems with the images on this blog loading? I’m trying to figure out if its a problem on my end or if it’s the blog. Any responses would be greatly appreciated.

  194. Admiring the hard work you put into your site and in depth information you offer. It’s nice to come across a blog every once in a while that isn’t the same old rehashed information. Excellent read! I’ve saved your site and I’m including your RSS feeds to my Google account.

  195. Hey! I know this is kinda off topic but I was wondering which blog platform are you using for this site? I’m getting tired of WordPress because I’ve had issues with hackers and I’m looking at alternatives for another platform. I would be awesome if you could point me in the direction of a good platform.

  196. Hi! This is kind of off topic but I need some guidance from an established blog. Is it tough to set up your own blog? I’m not very techincal but I can figure things out pretty quick. I’m thinking about setting up my own but I’m not sure where to begin. Do you have any tips or suggestions? Cheers

  197. My coder is trying to persuade me to move to .net from PHP. I have always disliked the idea because of the expenses. But he’s tryiong none the less. I’ve been using WordPress on several websites for about a year and am worried about switching to another platform. I have heard excellent things about blogengine.net. Is there a way I can import all my wordpress content into it? Any help would be greatly appreciated!

  198. I know this if off topic but I’m looking into starting my own weblog and was wondering what all is required to get set up? I’m assuming having a blog like yours would cost a pretty penny? I’m not very web savvy so I’m not 100% sure. Any suggestions or advice would be greatly appreciated. Kudos

  199. I’m still learning from you, as I’m trying to achieve my goals. I certainly love reading everything that is written on your website.Keep the posts coming. I liked it!

  200. I’m really enjoying the design and layout of your blog. It’s a very easy on the eyes which makes it much more pleasant for me to come here and visit more often. Did you hire out a developer to create your theme? Exceptional work!

  201. Hi outstanding blog! Does running a blog similar to this require a great deal of work? I have absolutely no expertise in computer programming however I was hoping to start my own blog in the near future. Anyhow, if you have any ideas or tips for new blog owners please share. I know this is off topic nevertheless I just had to ask. Cheers!

  202. Hi! I understand this is kind of off-topic however I needed to ask. Does managing a well-established blog such as yours require a large amount of work? I’m brand new to blogging but I do write in my diary on a daily basis. I’d like to start a blog so I can easily share my personal experience and views online. Please let me know if you have any kind of suggestions or tips for new aspiring blog owners. Thankyou!

  203. I know this if off topic but I’m looking into starting my own blog and was curious what all is required to get setup? I’m assuming having a blog like yours would cost a pretty penny? I’m not very web smart so I’m not 100% certain. Any tips or advice would be greatly appreciated. Many thanks

  204. Write more, thats all I have to say. Literally, it seems as though you relied on the video to make your point. You definitely know what youre talking about, why waste your intelligence on just posting videos to your site when you could be giving us something informative to read?

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  206. Greetings from Colorado! I’m bored to death at work so I decided to check out your blog on my iphone during lunch break. I really like the info you present here and can’t wait to take a look when I get home. I’m surprised at how quick your blog loaded on my mobile .. I’m not even using WIFI, just 3G .. Anyways, amazing site!

  207. Greetings from Colorado! I’m bored to tears at work so I decided to check out your website on my iphone during lunch break. I really like the information you provide here and can’t wait to take a look when I get home. I’m surprised at how quick your blog loaded on my phone .. I’m not even using WIFI, just 3G .. Anyhow, wonderful blog!

  208. Woah! I’m really digging the template/theme of this site. It’s simple, yet effective. A lot of times it’s very difficult to get that “perfect balance” between user friendliness and visual appeal. I must say that you’ve done a fantastic job with this. Also, the blog loads extremely fast for me on Firefox. Exceptional Blog!

  209. Do you mind if I quote a couple of your articles as long as I provide credit and sources back to your site? My blog is in the very same area of interest as yours and my users would truly benefit from a lot of the information you provide here. Please let me know if this ok with you. Cheers!

  210. Please let me know if you’re looking for a author for your blog. You have some really good articles and I believe I would be a good asset. If you ever want to take some of the load off, I’d absolutely love to write some content for your blog in exchange for a link back to mine. Please shoot me an e-mail if interested. Kudos!

  211. Hey there just wanted to give you a quick heads up. The text in your article seem to be running off the screen in Firefox. I’m not sure if this is a format issue or something to do with web browser compatibility but I figured I’d post to let you know. The design and style look great though! Hope you get the problem fixed soon. Cheers

  212. Hey there! Do you know if they make any plugins to assist with SEO? I’m trying to get my blog to rank for some targeted keywords but I’m not seeing very good results. If you know of any please share. Appreciate it!

  213. Hey, I think your website might be having browser compatibility issues. When I look at your blog in Safari, it looks fine but when opening in Internet Explorer, it has some overlapping. I just wanted to give you a quick heads up! Other then that, wonderful blog!

  214. Hello! I know this is kinda off topic but I was wondering which blog platform are you using for this site? I’m getting fed up of WordPress because I’ve had issues with hackers and I’m looking at options for another platform. I would be fantastic if you could point me in the direction of a good platform.

  215. Heya! I realize this is kind of off-topic however I had to ask. Does managing a well-established blog such as yours take a massive amount work? I am completely new to blogging but I do write in my journal every day. I’d like to start a blog so I can easily share my experience and feelings online. Please let me know if you have any kind of recommendations or tips for brand new aspiring blog owners. Thankyou!

  216. Yesterday, while I was at work, my cousin stole my apple ipad and tested to see if it can survive a 40 foot drop, just so she can be a youtube sensation. My iPad is now destroyed and she has 83 views. I know this is entirely off topic but I had to share it with someone!

  217. Hey there! This is my 1st comment here so I just wanted to give a quick shout out and tell you I really enjoy reading through your blog posts. Can you suggest any other blogs/websites/forums that deal with the same topics? Thank you!

  218. Hi there! This is my first visit to your blog! We are a collection of volunteers and starting a new initiative in a community in the same niche. Your blog provided us valuable information to work on. You have done a marvellous job!

  219. Hey I know this is off topic but I was wondering if you knew of any widgets I could add to my blog that automatically tweet my newest twitter updates. I’ve been looking for a plug-in like this for quite some time and was hoping maybe you would have some experience with something like this. Please let me know if you run into anything. I truly enjoy reading your blog and I look forward to your new updates.

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  221. Hello there! Do you know if they make any plugins to help with Search Engine Optimization? I’m trying to get my blog to rank for some targeted keywords but I’m not seeing very good success. If you know of any please share. Thanks!

  222. Hey I know this is off topic but I was wondering if you knew of any widgets I could add to my blog that automatically tweet my newest twitter updates. I’ve been looking for a plug-in like this for quite some time and was hoping maybe you would have some experience with something like this. Please let me know if you run into anything. I truly enjoy reading your blog and I look forward to your new updates.

  223. I absolutely love your blog and find a lot of your post’s to be just what I’m looking for. can you offer guest writers to write content for you? I wouldn’t mind publishing a post or elaborating on a number of the subjects you write with regards to here. Again, awesome site!

  224. Howdy just wanted to give you a brief heads up and let you know a few of the images aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different browsers and both show the same outcome.

  225. Hello! I know this is somewhat off-topic but I had to ask. Does running a well-established blog like yours require a large amount of work? I’m brand new to blogging but I do write in my diary on a daily basis. I’d like to start a blog so I can share my personal experience and views online. Please let me know if you have any ideas or tips for new aspiring bloggers. Appreciate it!

  226. My developer is trying to convince me to move to .net from PHP. I have always disliked the idea because of the expenses. But he’s tryiong none the less. I’ve been using Movable-type on a number of websites for about a year and am nervous about switching to another platform. I have heard good things about blogengine.net. Is there a way I can transfer all my wordpress content into it? Any kind of help would be really appreciated!

  227. Greetings from Florida! I’m bored to tears at work so I decided to browse your website on my iphone during lunch break. I enjoy the info you provide here and can’t wait to take a look when I get home. I’m amazed at how quick your blog loaded on my phone .. I’m not even using WIFI, just 3G .. Anyhow, superb site!

  228. Hey! Quick question that’s completely off topic. Do you know how to make your site mobile friendly? My website looks weird when browsing from my iphone. I’m trying to find a theme or plugin that might be able to correct this problem. If you have any recommendations, please share. Many thanks!

  229. I don’t know whether it’s just me or if everyone else encountering issues with your site. It looks like some of the written text in your content are running off the screen. Can someone else please comment and let me know if this is happening to them too? This may be a problem with my browser because I’ve had this happen before. Thank you

  230. Have you ever thought about publishing an e-book or guest authoring on other blogs? I have a blog centered on the same information you discuss and would really like to have you share some stories/information. I know my visitors would value your work. If you are even remotely interested, feel free to shoot me an email.

  231. Greetings from Los angeles! I’m bored at work so I decided to browse your blog on my iphone during lunch break. I love the information you provide here and can’t wait to take a look when I get home. I’m surprised at how fast your blog loaded on my mobile .. I’m not even using WIFI, just 3G .. Anyhow, awesome site!

  232. Hey there just wanted to give you a quick heads up and let you know a few of the images aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different internet browsers and both show the same results.

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  234. Greetings from Colorado! I’m bored to tears at work so I decided to browse your website on my iphone during lunch break. I love the knowledge you present here and can’t wait to take a look when I get home. I’m amazed at how fast your blog loaded on my phone .. I’m not even using WIFI, just 3G .. Anyhow, fantastic site!

  235. Please let me know if you’re looking for a article writer for your weblog. You have some really good posts and I think I would be a good asset. If you ever want to take some of the load off, I’d love to write some articles for your blog in exchange for a link back to mine. Please shoot me an email if interested. Many thanks!

  236. My partner and I absolutely love your blog and find most of your post’s to be exactly I’m looking for. Would you offer guest writers to write content in your case? I wouldn’t mind publishing a post or elaborating on a lot of the subjects you write regarding here. Again, awesome site!

  237. When I initially commented I clicked the “Notify me when new comments are added” checkbox and now each time a comment is added I get several e-mails with the same comment. Is there any way you can remove me from that service? Thanks!

  238. Hey would you mind stating which blog platform you’re using? I’m planning to start my own blog in the near future but I’m having a difficult time deciding between BlogEngine/Wordpress/B2evolution and Drupal. The reason I ask is because your layout seems different then most blogs and I’m looking for something unique. P.S My apologies for getting off-topic but I had to ask!

  239. Hi! I know this is kind of off topic but I was wondering which blog platform are you using for this site? I’m getting sick and tired of WordPress because I’ve had problems with hackers and I’m looking at options for another platform. I would be awesome if you could point me in the direction of a good platform.

  240. Hello! I understand this is somewhat off-topic however I needed to ask. Does operating a well-established blog like yours require a lot of work? I am completely new to blogging but I do write in my diary everyday. I’d like to start a blog so I can share my experience and thoughts online. Please let me know if you have any kind of suggestions or tips for brand new aspiring bloggers. Thankyou!

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  242. Я хочу вам рассказать историю. На Андрея наткнулась случайно. Сидела в социальных сетях и от скуки лазила по страницам своих знакомых. У одного из них на странице увидела сообщения от девушки, много сообщений и комментариев интимного характера. Была уверена, что знакомый встретил, наконец, девушку. Но когда зашла на ее страницу, то увидела там много Андрея… Точнее, сообщения, фото, комментарии и тп. И дураку бы стало понятно, что явно парень влюблен по уши! А вот она, по всей вероятности, не испытывала к нему взаимных чувств. [URL=http://www.sibirintim.com/blonde]дешевка[/URL]
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  244. Fascinating blog! Is your theme custom made or did you download it from somewhere? A theme like yours with a few simple adjustements would really make my blog shine. Please let me know where you got your theme. Appreciate it

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  250. Howdy! I know this is kinda off topic but I’d figured I’d ask. Would you be interested in exchanging links or maybe guest writing a blog article or vice-versa? My site covers a lot of the same subjects as yours and I feel we could greatly benefit from each other. If you’re interested feel free to send me an email. I look forward to hearing from you! Superb blog by the way!

  251. Heya exceptional website! Does running a blog like this require a large amount of work? I have very little understanding of computer programming however I had been hoping to start my own blog in the near future. Anyhow, if you have any recommendations or techniques for new blog owners please share. I know this is off topic however I simply wanted to ask. Appreciate it!

  252. Hey there! Quick question that’s totally off topic. Do you know how to make your site mobile friendly? My web site looks weird when viewing from my iphone4. I’m trying to find a template or plugin that might be able to correct this problem. If you have any recommendations, please share. Many thanks!

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  262. My coder is trying to convince me to move to .net from PHP. I have always disliked the idea because of the expenses. But he’s tryiong none the less. I’ve been using Movable-type on several websites for about a year and am concerned about switching to another platform. I have heard very good things about blogengine.net. Is there a way I can import all my wordpress posts into it? Any kind of help would be really appreciated!

  263. Good day! This is kind of off topic but I need some advice from an established blog. Is it tough to set up your own blog? I’m not very techincal but I can figure things out pretty quick. I’m thinking about setting up my own but I’m not sure where to begin. Do you have any tips or suggestions? Many thanks

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  267. Wow that was unusual. I just wrote an really long comment but after I clicked submit my comment didn’t show up. Grrrr… well I’m not writing all that over again. Anyways, just wanted to say great blog!

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  272. Howdy! I know this is sort of off-topic however I needed to ask. Does operating a well-established blog such as yours take a massive amount work? I am completely new to blogging but I do write in my diary on a daily basis. I’d like to start a blog so I can easily share my own experience and thoughts online. Please let me know if you have any kind of recommendations or tips for brand new aspiring blog owners. Appreciate it!

  273. Hello just wanted to give you a quick heads up and let you know a few of the images aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different browsers and both show the same results.

  274. Hey! Quick question that’s totally off topic. Do you know how to make your site mobile friendly? My blog looks weird when browsing from my iphone4. I’m trying to find a template or plugin that might be able to fix this issue. If you have any recommendations, please share. Thank you!

  275. Hello would you mind letting me know which hosting company you’re working with? I’ve loaded your blog in 3 different browsers and I must say this blog loads a lot quicker then most. Can you recommend a good web hosting provider at a fair price? Thank you, I appreciate it!

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  282. Great blog! Do you have any suggestions for aspiring writers? I’m planning to start my own website soon but I’m a little lost on everything. Would you recommend starting with a free platform like WordPress or go for a paid option? There are so many choices out there that I’m totally confused .. Any recommendations? Thanks a lot!

  283. Hi there would you mind stating which blog platform you’re using? I’m looking to start my own blog in the near future but I’m having a difficult time making a decision between BlogEngine/Wordpress/B2evolution and Drupal. The reason I ask is because your layout seems different then most blogs and I’m looking for something unique. P.S Apologies for getting off-topic but I had to ask!

  284. Excellent blog! Do you have any tips and hints for aspiring writers? I’m planning to start my own website soon but I’m a little lost on everything. Would you advise starting with a free platform like WordPress or go for a paid option? There are so many choices out there that I’m completely overwhelmed .. Any ideas? Many thanks!

  285. We absolutely love your blog and find a lot of your post’s to be just what I’m looking for. can you offer guest writers to write content for you personally? I wouldn’t mind producing a post or elaborating on many of the subjects you write concerning here. Again, awesome website!

  286. Hi! I understand this is sort of off-topic however I had to ask. Does building a well-established website such as yours require a lot of work? I’m completely new to writing a blog but I do write in my diary daily. I’d like to start a blog so I can share my experience and feelings online. Please let me know if you have any kind of ideas or tips for new aspiring blog owners. Thankyou!

  287. Thanks for the marvelous posting! I genuinely enjoyed reading it, you are a great author.I will always bookmark your blog and definitely will come back in the foreseeable future. I want to encourage you to continue your great writing, have a nice holiday weekend!

  288. Hello just wanted to give you a quick heads up and let you know a few of the images aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different browsers and both show the same results.

  289. Hey I know this is off topic but I was wondering if you knew of any widgets I could add to my blog that automatically tweet my newest twitter updates. I’ve been looking for a plug-in like this for quite some time and was hoping maybe you would have some experience with something like this. Please let me know if you run into anything. I truly enjoy reading your blog and I look forward to your new updates.

  290. Write more, thats all I have to say. Literally, it seems as though you relied on the video to make your point. You definitely know what youre talking about, why throw away your intelligence on just posting videos to your weblog when you could be giving us something informative to read?

  291. My programmer is trying to convince me to move to .net from PHP. I have always disliked the idea because of the costs. But he’s tryiong none the less. I’ve been using Movable-type on numerous websites for about a year and am concerned about switching to another platform. I have heard great things about blogengine.net. Is there a way I can transfer all my wordpress posts into it? Any help would be greatly appreciated!

  292. Hi there! Someone in my Myspace group shared this website with us so I came to look it over. I’m definitely enjoying the information. I’m bookmarking and will be tweeting this to my followers! Outstanding blog and superb style and design.

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  294. Hello there! I know this is kinda off topic but I was wondering if you knew where I could find a captcha plugin for my comment form? I’m using the same blog platform as yours and I’m having problems finding one? Thanks a lot!

  295. Hmm it seems like your site ate my first comment (it was super long) so I guess I’ll just sum it up what I submitted and say, I’m thoroughly enjoying your blog. I as well am an aspiring blog blogger but I’m still new to everything. Do you have any points for beginner blog writers? I’d really appreciate it.

  296. My spouse and I absolutely love your blog and find most of your post’s to be exactly I’m looking for. can you offer guest writers to write content for you personally? I wouldn’t mind publishing a post or elaborating on a lot of the subjects you write with regards to here. Again, awesome website!

  297. Howdy! Do you know if they make any plugins to assist with Search Engine Optimization? I’m trying to get my blog to rank for some targeted keywords but I’m not seeing very good success. If you know of any please share. Many thanks!

  298. Awesome blog! Is your theme custom made or did you download it from somewhere? A theme like yours with a few simple adjustements would really make my blog shine. Please let me know where you got your design. Many thanks

  299. I’m really enjoying the theme/design of your weblog. Do you ever run into any browser compatibility issues? A handful of my blog readers have complained about my site not operating correctly in Explorer but looks great in Firefox. Do you have any ideas to help fix this issue?

  300. It’s a shame you don’t have a donate button! I’d without a doubt donate to this brilliant blog! I guess for now i’ll settle for bookmarking and adding your RSS feed to my Google account. I look forward to fresh updates and will share this site with my Facebook group. Talk soon!

  301. Very good blog! Do you have any suggestions for aspiring writers? I’m planning to start my own website soon but I’m a little lost on everything. Would you propose starting with a free platform like WordPress or go for a paid option? There are so many choices out there that I’m totally overwhelmed .. Any suggestions? Many thanks!

  302. Hi there just wanted to give you a quick heads up and let you know a few of the pictures aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different internet browsers and both show the same results.

  303. Hey there! This post could not be written any better! Reading through this post reminds me of my previous room mate! He always kept chatting about this. I will forward this write-up to him. Fairly certain he will have a good read. Thanks for sharing!

  304. Woah! I’m really enjoying the template/theme of this website. It’s simple, yet effective. A lot of times it’s very difficult to get that “perfect balance” between usability and visual appearance. I must say that you’ve done a amazing job with this. Additionally, the blog loads very fast for me on Chrome. Exceptional Blog!

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  306. Does your site have a contact page? I’m having problems locating it but, I’d like to send you an e-mail. I’ve got some ideas for your blog you might be interested in hearing. Either way, great site and I look forward to seeing it develop over time.

  307. Greetings! I know this is kinda off topic however , I’d figured I’d ask. Would you be interested in exchanging links or maybe guest authoring a blog post or vice-versa? My blog goes over a lot of the same topics as yours and I feel we could greatly benefit from each other. If you’re interested feel free to shoot me an e-mail. I look forward to hearing from you! Superb blog by the way!

  308. Do you have a spam issue on this website; I also am a blogger, and I was curious about your situation; we have developed some nice methods and we are looking to exchange strategies with others, why not shoot me an e-mail if interested.

  309. My coder is trying to convince me to move to .net from PHP. I have always disliked the idea because of the costs. But he’s tryiong none the less. I’ve been using Movable-type on several websites for about a year and am concerned about switching to another platform. I have heard excellent things about blogengine.net. Is there a way I can import all my wordpress posts into it? Any kind of help would be greatly appreciated!

  310. Heya just wanted to give you a quick heads up and let you know a few of the pictures aren’t loading correctly. I’m not sure why but I think its a linking issue. I’ve tried it in two different web browsers and both show the same outcome.

  311. Have you ever considered creating an e-book or guest authoring on other websites? I have a blog centered on the same ideas you discuss and would love to have you share some stories/information. I know my readers would enjoy your work. If you are even remotely interested, feel free to shoot me an e-mail.

  312. Hey, I think your blog might be having browser compatibility issues. When I look at your blog site in Chrome, it looks fine but when opening in Internet Explorer, it has some overlapping. I just wanted to give you a quick heads up! Other then that, very good blog!

  313. Hello there! I know this is kinda off topic however I’d figured I’d ask. Would you be interested in exchanging links or maybe guest authoring a blog article or vice-versa? My site goes over a lot of the same subjects as yours and I think we could greatly benefit from each other. If you’re interested feel free to send me an e-mail. I look forward to hearing from you! Wonderful blog by the way!

  314. Hey there I am so grateful I found your website, I really found you by mistake, while I was browsing on Bing for something else, Anyhow I am here now and would just like to say many thanks for a incredible post and a all round interesting blog (I also love the theme/design), I don’t have time to browse it all at the minute but I have saved it and also included your RSS feeds, so when I have time I will be back to read more, Please do keep up the superb job.

  315. Excellent blog! Do you have any hints for aspiring writers? I’m hoping to start my own website soon but I’m a little lost on everything. Would you propose starting with a free platform like WordPress or go for a paid option? There are so many choices out there that I’m completely confused .. Any suggestions? Bless you!

  316. Hey just wanted to give you a quick heads up. The text in your post seem to be running off the screen in Internet explorer. I’m not sure if this is a formatting issue or something to do with internet browser compatibility but I figured I’d post to let you know. The design look great though! Hope you get the issue solved soon. Many thanks

  317. I’m truly enjoying the design and layout of your blog. It’s a very easy on the eyes which makes it much more enjoyable for me to come here and visit more often. Did you hire out a developer to create your theme? Fantastic work!

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  327. I know this if off topic but I’m looking into starting my own blog and was curious what all is needed to get set up? I’m assuming having a blog like yours would cost a pretty penny? I’m not very internet savvy so I’m not 100% sure. Any recommendations or advice would be greatly appreciated. Many thanks

  328. I was wondering if you ever considered changing the page layout of your website? Its very well written; I love what youve got to say. But maybe you could a little more in the way of content so people could connect with it better. Youve got an awful lot of text for only having 1 or 2 pictures. Maybe you could space it out better?

  329. Wow that was odd. I just wrote an really long comment but after I clicked submit my comment didn’t appear. Grrrr… well I’m not writing all that over again. Anyways, just wanted to say excellent blog!

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  335. Hey there just wanted to give you a brief heads up and let you know a few of the images aren’t loading correctly. I’m not sure why but I think its a linking issue. I’ve tried it in two different internet browsers and both show the same outcome.

  336. When I originally commented I clicked the “Notify me when new comments are added” checkbox and now each time a comment is added I get three emails with the same comment. Is there any way you can remove people from that service? Thank you!

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