Gage R & R (gage repeatability and reproducibility) is the combined estimate of measurement system repeatability and reproducibility.
Gage R&R study determines that whether the measurement system is acceptable or not.
In measurement system analysis, GRR study primarily focus on two types of measurement system variations – Repeatability and Reproducibility. Both these variations are often referred to as Precision.
Table of Contents
Types of Gage R&R studies
Variable Gage R&R study (Average and Range Method)
- Numbers
- Units of measure
Attribute Gage R&R study
- Feel/Visual
- Subjective (visual defects)
Variable GRR study is based on variable or continuous data collection e.g. Length, width, diameter, etc. whereas Attribute GRR study based on the attribute data collection e.g. Go & No Go, OK & Not OK.
Why to conduct Gage R & R study
As we know that no two things are alike, there may be some variation. Variation is the law of nature and exists within all manufacturing processes and quality systems.
All collected/measurement data has some variation and GRR helps to determine the amount of variation present in the measurement data due to the measurement system. The measurement system is the combination of- personnel, equipment/gage, method and procedure, environment, and software, etc.
Gage R&R study defines or determines the amount of variation present in the measurement system due to equipment and appraiser influence.
Gage repeatability and reproducibility study determine the contribution of the measurement system variation within the total variation. Total variation is the combined effect of measurement system variation (due to equipment and appraiser variation) and the manufacturing process variation.
GRR study predicts the percentage of error present in the measurement system and to identify the source of variations (equipment and appraiser) in order to improve the quality of collected data. High quality of collected data will leads to effective decision making, improve the quality of product/process, and lesser chances of error.
Variation cannot be eliminated but it can be reduced by applying various statistical quality tools and techniques like SPC, MSA, 7 QC tools, and Six Sigma.
How to Conduct Gage R&R study
For GRR study, first of all, we need to select the equipment to be evaluated and ensure the measuring equipment is calibrated before the study commences.
After instrument/gage selection, follow the following procedure:
- Select two or three appraisers/inspectors (e.g. Appraiser A, B & C) who are users of the measurement system.
- Select samples of n (10 or more) parts randomly from the regular production run that represent the actual/expected range of process variation.
- Numbered the parts 1 through n in such a way that numbers are not visible to the appraiser.
- Now allow appraiser A to measures the n parts randomly, with an observer recording results.
- Repeat step 4 with other appraisers B and C by concealing other appraiser’s readings.
- Repeat steps 4 and 5 twice using a different random order of measurement (i.e. three repeats per part per appraiser).
- Using the average and range approach, enter the data into the form and calculate the average and ranges of all readings for each appraiser.
- Calculate the contribution of sources of system variation –
- Calculate repeatability for equipment variation(within system variation).
- Calculate reproducibility for appraiser variation(between system variation).
- Calculate GRR.
- Calculate part variation.
- Calculate total variation.
- Calculate the ndc (number of distinct categories).
- Plot the average and range graphs and analyze the numerical results for stability.
Gage R&R Acceptance Criteria
Gage R & R acceptance criteria based on the estimated value of repeatability and reproducibility (%R&R) of the measurement system.
- If Gage R & R score falls less than 10% i.e. %GRR<10%, then the measurement system is acceptable.
- If the Gage R & R greater than 10% and less than 30% i.e. 10%<%GRR<30%, then the measurement system may be conditionally acceptable based on the importance of application, cost of gage, cost of repairing, and training, etc.
- If the Gage R & R greater than 30% i.e. %GRR>30%, then the measurement system is not acceptable and needs necessary corrective actions for improvement.
Application of Gage R & R
When Repeatability is larger compared to Reproducibility then:
- The gauge needs maintenance.
- The gauge should be redesigned for more rigidity.
- The clamping or location for gauging needs to be improved.
- Excessive within-part variation.
When Reproducibility is larger compared to Repeatability then:
- The appraiser is not properly trained and needs better gauge use training.
- Incremental divisions on instrument are not clear/readable.
- Need fixture to provide consistency in gauge use.
Gage R&R formula
Gage repeatability and reproducibility formula based on tolerance:
- Repeatability= (EV/Tolerance) x 100%
- Reproducibility= (AV/Tolerance) x 100%
where EV is equipment variation and AV is appraiser variation.
Related articles
hfay61
vv9y24
Hiya, I am really glad I’ve found this information. Nowadays bloggers publish only about gossips and net and this is really annoying. A good blog with interesting content, this is what I need. Thank you for keeping this web site, I’ll be visiting it. Do you do newsletters? Cant find it.
Thank you for sharing excellent informations. Your site is so cool. I’m impressed by the details that you?¦ve on this blog. It reveals how nicely you perceive this subject. Bookmarked this website page, will come back for more articles. You, my friend, ROCK! I found just the info I already searched all over the place and just couldn’t come across. What an ideal site.
yjvs1j
Saved as a favorite, I really like your blog!
I have been browsing online greater than three hours these days, yet I by no means discovered any fascinating article like yours. It is lovely value enough for me. In my opinion, if all webmasters and bloggers made excellent content material as you did, the web can be a lot more useful than ever before. “When there is a lack of honor in government, the morals of the whole people are poisoned.” by Herbert Clark Hoover.
I got what you intend,saved to my bookmarks, very decent website .
you are really a good webmaster. The site loading speed is incredible. It seems that you are doing any unique trick. Also, The contents are masterpiece. you have done a magnificent job on this topic!
I don’t even know how I ended up here, but I thought this post was good. I don’t know who you are but definitely you’re going to a famous blogger if you aren’t already 😉 Cheers!
I was recommended this web site by my cousin. I am not sure whether this post is written by him as nobody else know such detailed about my trouble. You are incredible! Thanks!
I got what you mean , regards for posting.Woh I am pleased to find this website through google. “It is a very hard undertaking to seek to please everybody.” by Publilius Syrus.
Very interesting information!Perfect just what I was searching for! “People everywhere confuse what they read in newspapers with news.” by A. J. Liebling.
I believe you have observed some very interesting details , regards for the post.
Nice post. I learn something more challenging on different blogs everyday. It will always be stimulating to read content from other writers and practice a little something from their store. I’d prefer to use some with the content on my blog whether you don’t mind. Natually I’ll give you a link on your web blog. Thanks for sharing.
It is really a great and helpful piece of info. I am glad that you shared this helpful info with us. Please keep us informed like this. Thanks for sharing.
I appreciate, cause I found exactly what I was looking for. You have ended my 4 day long hunt! God Bless you man. Have a great day. Bye
Hey there, I think your site might be having browser compatibility issues. When I look at your blog site in Firefox, 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, great blog!
Thanks for helping out, fantastic info. “Whoever obeys the gods, to him they particularly listen.” by Homer.
I’m still learning from you, while I’m trying to reach my goals. I absolutely love reading everything that is posted on your blog.Keep the stories coming. I enjoyed it!
I would like to thank you for the efforts you’ve put in writing this web site. I am hoping the same high-grade blog post from you in the upcoming also. Actually your creative writing abilities has inspired me to get my own site now. Really the blogging is spreading its wings quickly. Your write up is a great example of it.
Hi my friend! I want to say that this post is awesome, nice written and include almost all significant infos. I would like to see more posts like this.
I think other web-site proprietors should take this site as an model, very clean and wonderful user genial style and design, let alone the content. You’re an expert in this topic!
Great blog! Do you have any recommendations for aspiring writers? I’m hoping to start my own site 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 options out there that I’m completely confused .. Any ideas? Bless you!
Normally I do not learn article on blogs, but I would like to say that this write-up very compelled me to check out and do it! Your writing style has been surprised me. Thanks, very great article.
I got good info from your blog
so much great info on here, : D.
I like this post, enjoyed this one appreciate it for posting. “Good communication is as stimulating as black coffee and just as hard to sleep after.” by Anne Morrow Lindbergh.
I’ll right away snatch your rss as I can not to find your email subscription link or e-newsletter service. Do you have any? Kindly allow me realize in order that I could subscribe. Thanks.
Hello my loved one! I wish to say that this article is awesome, great written and include almost all important infos. I¦d like to see extra posts like this .
F*ckin’ remarkable things here. I’m very glad to see your article. Thanks a lot and i am looking forward to contact you. Will you kindly drop me a mail?
The heart of your writing whilst appearing agreeable originally, did not really sit properly with me after some time. Someplace throughout the paragraphs you actually were able to make me a believer unfortunately only for a while. I still have a problem with your jumps in assumptions and one would do well to fill in those gaps. When you actually can accomplish that, I would undoubtedly be fascinated.
Hello there, just became alert to your blog through Google, and found that it is really informative. I am gonna watch out for brussels. I’ll be grateful if you continue this in future. Numerous people will be benefited from your writing. Cheers!
vomrk3
Wonderful site. A lot of helpful info here. I¦m sending it to several friends ans also sharing in delicious. And naturally, thanks in your effort!
I simply could not depart your web site prior to suggesting that I actually enjoyed the standard info an individual supply on your guests? Is going to be again frequently to investigate cross-check new posts
I carry on listening to the news broadcast talk about receiving boundless online grant applications so I have been looking around for the most excellent site to get one. Could you advise me please, where could i acquire some?
Does your blog have a contact page? I’m having a tough time locating it but, I’d like to shoot you an email. I’ve got some creative ideas for your blog you might be interested in hearing. Either way, great blog and I look forward to seeing it expand over time.
You are my inspiration, I have few web logs and infrequently run out from brand :). “Analyzing humor is like dissecting a frog. Few people are interested and the frog dies of it.” by E. B. White.
I have learn some just right stuff here. Definitely value bookmarking for revisiting. I wonder how so much effort you place to create this type of fantastic informative website.
Hello There. I found your blog using msn. This is a really well written article. I will be sure to bookmark it and come back to read more of your useful info. Thanks for the post. I will definitely comeback.
You should take part in a contest for one of the best blogs on the web. I will recommend this site!
I like what you guys are up also. Such smart work and reporting! Carry on the excellent works guys I?¦ve incorporated you guys to my blogroll. I think it will improve the value of my website 🙂
I was just seeking this info for some time. After six hours of continuous Googleing, at last I got it in your web site. I wonder what is the lack of Google strategy that don’t rank this kind of informative websites in top of the list. Generally the top sites are full of garbage.
Very interesting topic, thanks for putting up. “What passes for optimism is most often the effect of an intellectual error.” by Raymond Claud Ferdinan Aron.
You can definitely see your skills in the work you write. The world hopes for more passionate writers like you who aren’t afraid to say how they believe. Always follow your heart.
I love studying and I think this website got some truly utilitarian stuff on it! .
Hello There. I found your blog using msn. This is a really well written article. I’ll make sure to bookmark it and come back to read more of your useful info. Thanks for the post. I’ll definitely return.
I am glad to be a visitor of this perfect web blog! , thankyou for this rare information! .
Does your blog have a contact page? I’m having trouble locating it but, I’d like to send you an email. I’ve got some suggestions for your blog you might be interested in hearing. Either way, great blog and I look forward to seeing it grow over time.
You should take part in a contest for one of the best blogs on the web. I will recommend this site!
I wanted to thank you for this great read!! I definitely enjoying every little bit of it I have you bookmarked to check out new stuff you post…
I really like your writing style, superb information, appreciate it for putting up : D.
Hello, i feel that i noticed you visited my weblog thus i came to “return the desire”.I’m trying to in finding things to improve my site!I assume its good enough to use some of your ideas!!
A lot of thanks for your whole labor on this web page. My aunt really loves going through investigation and it is easy to understand why. I hear all about the dynamic ways you provide valuable secrets by means of your web site and welcome participation from website visitors on the issue then our own daughter is truly becoming educated a lot. Enjoy the rest of the new year. You’re conducting a really great job.
Thank you a lot for sharing this with all of us you really recognise what you are speaking about! Bookmarked. Kindly also consult with my website =). We will have a link exchange arrangement among us!
Great weblog right here! Additionally your site loads up fast! What host are you using? Can I get your associate hyperlink on your host? I wish my web site loaded up as fast as yours lol
It’s actually a cool and helpful piece of information. I’m glad that you shared this useful info with us. Please keep us informed like this. Thanks for sharing.
Hello! I could have sworn I’ve been to this site before but after checking through some of the post I realized it’s new to me. Anyhow, I’m definitely happy I found it and I’ll be bookmarking and checking back often!
Yesterday, while I was at work, my sister stole my iPad and tested to see if it can survive a thirty 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!
Hey there would you mind sharing which blog platform you’re working with? I’m going to start my own blog in the near future but I’m having a difficult time choosing between BlogEngine/Wordpress/B2evolution and Drupal. The reason I ask is because your design and style seems different then most blogs and I’m looking for something unique. P.S Sorry for getting off-topic but I had to ask!
whoah this blog is wonderful i love studying your articles. Stay up the good work! You understand, lots of persons are searching round for this info, you can aid them greatly.
Great – I should definitely pronounce, impressed with your web site. I had no trouble navigating through all tabs as well as related info ended up being truly easy to do to access. I recently found what I hoped for before you know it in the least. Quite unusual. Is likely to appreciate it for those who add forums or something, website theme . a tones way for your customer to communicate. Excellent task.
Rattling wonderful info can be found on site.
Wohh exactly what I was searching for, regards for putting up.
A formidable share, I just given this onto a colleague who was doing somewhat evaluation on this. And he the truth is purchased me breakfast because I found it for him.. smile. So let me reword that: Thnx for the deal with! But yeah Thnkx for spending the time to debate this, I feel strongly about it and love studying more on this topic. If potential, as you develop into expertise, would you thoughts updating your blog with extra particulars? It’s highly useful for me. Big thumb up for this weblog submit!
I like this website very much so much wonderful information.
I have been reading out a few of your stories and i can state clever stuff. I will surely bookmark your blog.
Today, I went to the beach with my kids. 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 put 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 completely off topic but I had to tell someone!
I wanted to type a simple remark in order to express gratitude to you for all the awesome hints you are giving here. My time consuming internet investigation has finally been compensated with extremely good facts and strategies to write about with my classmates and friends. I ‘d tell you that we visitors actually are very blessed to exist in a fantastic community with so many brilliant people with very beneficial suggestions. I feel extremely blessed to have discovered the webpage and look forward to plenty of more excellent minutes reading here. Thanks again for a lot of things.
Great tremendous things here. I am very satisfied to peer your article. Thanks a lot and i’m looking forward to contact you. Will you kindly drop me a e-mail?
The Salt Trick is a natural technique that involves using specific salts, such as Blue Salt, to enhance male performance
The Natural Mounjaro Recipe is more than just a diet—it’s a sustainable and natural approach to weight management and overall health.
I’m curious to find out what blog system you’re using? I’m experiencing some minor security problems with my latest website and I’d like to find something more safe. Do you have any recommendations?
Hello my family member! I wish to say that this post is awesome, great written and include almost all vital infos. I would like to peer more posts like this .
The Natural Mounjaro Recipe is more than just a diet—it’s a sustainable and natural approach to weight management and overall health.
Aw, this was a really nice post. In idea I wish to put in writing like this moreover – taking time and precise effort to make a very good article… but what can I say… I procrastinate alot and in no way seem to get something done.
I just could not leave your web site before suggesting that I extremely enjoyed the usual info an individual provide for your visitors? Is gonna be back frequently in order to check up on new posts.
ProDentim is a chewable oral probiotic supplement formulated with a unique mix of probiotics, prebiotics, herbs, and nutrients.
You have noted very interesting points! ps nice web site.
Wow, superb blog layout! How long have you been blogging for? you make blogging look easy. The overall look of your website is wonderful, as well as the content!
I’ve been absent for a while, but now I remember why I used to love this website. Thank you, I will try and check back more often. How frequently you update your web site?
Hello! 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 fantastic if you could point me in the direction of a good platform.
Have you ever considered about including a little bit more than just your articles? I mean, what you say is important and all. However think about if you added some great photos or videos to give your posts more, “pop”! Your content is excellent but with images and videos, this website could definitely be one of the best in its niche. Awesome blog!
Hey, you used to write excellent, but the last several posts have been kinda boring?K I miss your super writings. Past several posts are just a little bit out of track! come on!
I am continuously searching online for articles that can benefit me. Thank you!
WONDERFUL Post.thanks for share..extra wait .. …
I was very pleased to find this web-site.I wanted to thanks for your time for this wonderful read!! I definitely enjoying every little bit of it and I have you bookmarked to check out new stuff you blog post.
I am glad to be one of many visitants on this great website (:, thanks for posting.
Hi there! This is kind of off topic but I need some guidance from an established blog. Is it hard to set up your own blog? I’m not very techincal but I can figure things out pretty fast. I’m thinking about setting up my own but I’m not sure where to begin. Do you have any ideas or suggestions? Cheers
Thank you for another wonderful article. The place else may anybody get that kind of information in such a perfect way of writing? I have a presentation subsequent week, and I am at the search for such info.
Excellent site you have here but I was curious about if you knew of any community forums that cover the same topics talked about in this article? I’d really like to be a part of online community where I can get responses from other knowledgeable people that share the same interest. If you have any suggestions, please let me know. Thanks!
What i do not realize is in reality how you are no longer really much more smartly-liked than you may be now. You’re very intelligent. You know thus considerably with regards to this topic, produced me individually imagine it from a lot of various angles. Its like women and men don’t seem to be involved until it is one thing to accomplish with Lady gaga! Your individual stuffs excellent. Always handle it up!
I just like the valuable info you supply to your articles. I will bookmark your weblog and check again here frequently. I’m fairly sure I will be informed a lot of new stuff proper right here! Good luck for the following!
But a smiling visitor here to share the love (:, btw great style and design.
I?¦ve recently started a site, the information you provide on this website has helped me greatly. Thanks for all of your time & work.
Hello my family member! I want to say that this post is amazing, great written and come with almost all vital infos. I?¦d like to see extra posts like this .
Usually I don’t read post on blogs, but I wish to say that this write-up very pressured me to take a look at and do it! Your writing taste has been surprised me. Thank you, quite nice article.
Some really interesting details you have written.Aided me a lot, just what I was searching for : D.
Very interesting information!Perfect just what I was looking for!
Greetings! Very helpful advice on this article! It is the little changes that make the biggest changes. Thanks a lot for sharing!
Wonderful web site. A lot of helpful information here. I am sending it to a few pals ans additionally sharing in delicious. And obviously, thank you for your sweat!
Very interesting subject, appreciate it for putting up.
Simply wanna comment on few general things, The website design and style is perfect, the content material is very wonderful. “The stars are constantly shining, but often we do not see them until the dark hours.” by Earl Riney.
I have learn some just right stuff here. Certainly value bookmarking for revisiting. I wonder how so much effort you set to make the sort of wonderful informative site.
Its good as your other articles : D, thankyou for posting. “To be able to look back upon ones life in satisfaction, is to live twice.” by Kahlil Gibran.
I will immediately seize your rss as I can not find your email subscription link or e-newsletter service. Do you have any? Kindly permit me realize in order that I may just subscribe. Thanks.
Some genuinely excellent information, Glad I detected this.
I’ve been browsing online greater than 3 hours today, yet I never found any attention-grabbing article like yours. It is pretty worth sufficient for me. In my view, if all webmasters and bloggers made good content material as you probably did, the internet will likely be much more helpful than ever before.
Hi my loved one! I want to say that this article is amazing, great written and come with approximately all vital infos. I?¦d like to see more posts like this .
Valuable info. Lucky me I found your web site by accident, and I am shocked why this accident did not happened earlier! I bookmarked it.
The Salt Trick is a natural technique that involves using specific salts, such as Blue Salt, to enhance male performance
The Salt Trick is a natural technique that involves using specific salts, such as Blue Salt, to enhance male performance
I appreciate, cause I found just what I was looking for. You have ended my 4 day long hunt! God Bless you man. Have a nice day. Bye
Woah! I’m really loving the template/theme of this website. It’s simple, yet effective. A lot of times it’s hard to get that “perfect balance” between user friendliness and appearance. I must say you’ve done a amazing job with this. Additionally, the blog loads very fast for me on Internet explorer. Superb Blog!
The Salt Trick is a natural technique that involves using specific salts, such as Blue Salt, to enhance male performance
hey there and thank you in your information – I have certainly picked up something new from proper here. I did alternatively expertise a few technical points the use of this site, as I skilled to reload the web site many times previous to I may get it to load correctly. I have been brooding about if your web host is OK? Not that I’m complaining, but slow loading cases times will very frequently have an effect on your placement in google and can harm your high-quality ranking if ads and ***********|advertising|advertising|advertising and *********** with Adwords. Anyway I’m adding this RSS to my email and could look out for a lot extra of your respective interesting content. Ensure that you replace this once more soon..
I am constantly thought about this, thanks for posting.
ProDentim is a chewable oral probiotic supplement formulated with a unique mix of probiotics, prebiotics, herbs, and nutrients.
Hi , I do believe this is an excellent blog. I stumbled upon it on Yahoo , i will come back once again. Money and freedom is the best way to change, may you be rich and help other people.
Hi my loved one! I want to say that this article is amazing, nice written and come with approximately all significant infos. I would like to see more posts like this .
Mitolyn is a cutting-edge natural dietary supplement designed to support effective weight loss and improve overall wellness.
Hello there, I found your blog via Google while searching for a related topic, your website came up, it looks great. I’ve bookmarked it in my google bookmarks.
Mitolyn is a cutting-edge natural dietary supplement designed to support effective weight loss and improve overall wellness.
Some truly wonderful info , Gladiola I observed this. “No men can be lords of our faith, though they may be helpers of our joy.” by John Owen.
I am continuously looking online for tips that can benefit me. Thanks!
If you’ve been looking for a way to unlock your full mental potential and attract wealth effortlessly, Billionaire Brain Wave might just be the breakthrough you’ve been waiting for!
I’m curious to find out what blog platform you are utilizing? I’m having some small security issues with my latest blog and I’d like to find something more risk-free. Do you have any recommendations?
Good post. I study something tougher on totally different blogs everyday. It is going to all the time be stimulating to read content from different writers and practice a little bit one thing from their store. I’d want to use some with the content on my weblog whether or not you don’t mind. Natually I’ll give you a link on your internet blog. Thanks for sharing.
Thanx for the effort, keep up the good work Great work, I am going to start a small Blog Engine course work using your site I hope you enjoy blogging with the popular BlogEngine.net.Thethoughts you express are really awesome. Hope you will right some more posts.
The following time I learn a blog, I hope that it doesnt disappoint me as a lot as this one. I mean, I do know it was my choice to read, however I really thought youd have one thing attention-grabbing to say. All I hear is a bunch of whining about something that you could possibly repair in the event you werent too busy on the lookout for attention.
Hi there, I found your web site by the use of Google while searching for a comparable subject, your site got here up, it appears to be like great. I’ve bookmarked it in my google bookmarks.
Hello, i think that i saw you visited my web site thus i got here to “go back the favor”.I am trying to in finding things to improve my website!I assume its good enough to make use of a few of your concepts!!
Howdy I am so happy I found your site, I really found you by error, while I was researching on Google for something else, Anyways I am here now and would just like to say thanks for a fantastic post and a all round thrilling blog (I also love the theme/design), I don’t have time to go through it all at the moment but I have bookmarked it and also added your RSS feeds, so when I have time I will be back to read more, Please do keep up the excellent job.
Absolutely indited articles, thanks for selective information.
I like what you guys are up too. Such clever work and reporting! Carry on the superb works guys I’ve incorporated you guys to my blogroll. I think it will improve the value of my site :).
You made some respectable points there. I regarded on the internet for the issue and found most people will go together with together with your website.
Hello, i feel that i noticed you visited my website thus i came to “go back the favor”.I’m attempting to to find issues to improve my site!I guess its ok to use some of your ideas!!
Definitely, what a fantastic blog and enlightening posts, I will bookmark your site.Best Regards!
I really like your writing style, wonderful information, thank you for posting :D. “Let every man mind his own business.” by Miguel de Cervantes.
great points altogether, you just gained a brand new reader. What would you recommend in regards to your post that you made some days ago? Any positive?
I conceive this site contains very superb pent written content articles.
Hello! This post could not be written any better! Reading through this post reminds me of my good old room mate! He always kept talking about this. I will forward this page to him. Pretty sure he will have a good read. Thanks for sharing!
I am always looking online for ideas that can facilitate me. Thx!
Hey very cool blog!! Man .. Beautiful .. Superb .. I will bookmark your web site and take the feeds additionally…I am satisfied to search out numerous useful information right here in the post, we’d like work out more strategies on this regard, thanks for sharing. . . . . .
Enjoyed looking at this, very good stuff, thanks. “If it was an overnight success, it was one long, hard, sleepless night.” by Dicky Barrett.
This design is spectacular! You definitely 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!) Fantastic job. I really enjoyed what you had to say, and more than that, how you presented it. Too cool!
I conceive this site contains very fantastic pent articles articles.
naturally like your website but you need to take a look at the spelling on quite a few of your posts. Many of them are rife with spelling issues and I to find it very bothersome to tell the truth however I will certainly come again again.
I am always looking online for articles that can aid me. Thank you!
I real thankful to find this website on bing, just what I was looking for : D likewise saved to favorites.
Most of what you point out is astonishingly appropriate and that makes me wonder why I hadn’t looked at this with this light before. Your piece truly did switch the light on for me personally as far as this subject matter goes. But at this time there is 1 factor I am not too comfortable with and while I attempt to reconcile that with the actual core idea of your point, permit me see just what all the rest of the readers have to point out.Nicely done.
I like this post, enjoyed this one regards for posting.
This web site is really a walk-through for all of the info you wanted about this and didn’t know who to ask. Glimpse here, and you’ll definitely discover it.
I wanted to thank you for this great read!! I definitely enjoying every little bit of it I have you bookmarked to check out new stuff you post…
Great line up. We will be linking to this great article on our site. Keep up the good writing.
Some times its a pain in the ass to read what website owners wrote but this web site is rattling user pleasant! .
Simply a smiling visitor here to share the love (:, btw outstanding design and style.
I’m not sure where you are getting your information, but great topic. I needs to spend some time learning much more or understanding more. Thanks for magnificent info I was looking for this info for my mission.
Very nice post. I just stumbled upon your blog and wanted to say that I’ve truly enjoyed browsing your blog posts. After all I’ll be subscribing to your feed and I hope you write again soon!
I appreciate, cause I found exactly what I was looking for. You have ended my 4 day long hunt! God Bless you man. Have a great day. Bye
Very interesting information!Perfect just what I was looking for!
Have you ever considered creating an ebook or guest authoring on other websites? I have a blog centered on the same topics you discuss and would really like to have you share some stories/information. I know my readers would enjoy your work. If you’re even remotely interested, feel free to send me an email.
Have you ever considered about including a little bit more than just your articles? I mean, what you say is important and everything. But just imagine if you added some great images or videos to give your posts more, “pop”! Your content is excellent but with pics and video clips, this blog could certainly be one of the greatest in its niche. Very good blog!
Great V I should definitely pronounce, impressed with your website. I had no trouble navigating through all the tabs as well as related information ended up being truly easy to do to access. I recently found what I hoped for before you know it at all. Quite unusual. Is likely to appreciate it for those who add forums or anything, site theme . a tones way for your customer to communicate. Nice task..
Admiring the persistence you put into your site and detailed information you present. It’s great to come across a blog every once in a while that isn’t the same out of date rehashed material. Wonderful read! I’ve saved your site and I’m including your RSS feeds to my Google account.
You have brought up a very good details , appreciate it for the post.
I discovered your blog site on google and check a few of your early posts. Continue to keep up the very good operate. I just additional up your RSS feed to my MSN News Reader. Seeking forward to reading more from you later on!…
I really appreciate this post. I have been looking everywhere for this! Thank goodness I found it on Bing. You’ve made my day! Thanks again
I don’t even know how I ended up here, but I thought this post was great. I do not know who you are but certainly you are going to a famous blogger if you aren’t already 😉 Cheers!
excellent points altogether, you just gained a new reader. What would you recommend in regards to your post that you made some days ago? Any positive?
Very interesting details you have mentioned, thanks for putting up.
Everything is very open and very clear explanation of issues. was truly information. Your website is very useful. Thanks for sharing.
I have recently started a blog, the information you offer on this website has helped me tremendously. Thanks for all of your time & work.
Perfect piece of work you have done, this website is really cool with wonderful information.
Wonderful website. A lot of helpful information here. I am sending it to a few buddies ans also sharing in delicious. And certainly, thanks on your sweat!
I’ve recently started a web site, the info you provide on this web site has helped me tremendously. Thanks for all of your time & work.
Its superb as your other content : D, appreciate it for putting up.
Hey there! Would you mind if I share your blog with my zynga group? There’s a lot of folks that I think would really enjoy your content. Please let me know. Thank you
My partner and I stumbled over here different web page and thought I should check things out. I like what I see so i am just following you. Look forward to exploring your web page yet again.
Today, I went to the beach with my kids. 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!
The other day, while I was at work, my sister stole my apple ipad and tested to see if it can survive a 30 foot drop, just so she can be a youtube sensation. My apple ipad is now destroyed and she has 83 views. I know this is entirely off topic but I had to share it with someone!
I went over this internet site and I conceive you have a lot of excellent information, saved to my bookmarks (:.
I like this web blog so much, saved to bookmarks. “Respect for the fragility and importance of an individual life is still the mark of an educated man.” by Norman Cousins.
I have recently started a web site, the information you provide on this site has helped me tremendously. Thank you for all of your time & work.
Very interesting subject, thanks for posting. “The height of cleverness is to be able to conceal it.” by Francois de La Rochefoucauld.
I’m impressed, I have to say. Actually not often do I encounter a blog that’s both educative and entertaining, and let me inform you, you’ve hit the nail on the head. Your idea is outstanding; the problem is something that not enough persons are talking intelligently about. I am very blissful that I stumbled throughout this in my search for something referring to this.
Useful info. Fortunate me I discovered your website unintentionally, and I am shocked why this accident didn’t took place earlier! I bookmarked it.
Hi, Neat post. There’s a problem together with your web site in web explorer, would test this?K IE still is the market chief and a large part of other people will miss your wonderful writing due to this problem.
Hello! I just would like to give a huge thumbs up for the great info you have here on this post. I will be coming back to your blog for more soon.
hello there and thank you for your info – I have certainly picked up anything new from right here. I did however expertise a few technical issues using this site, since I experienced to reload the site a lot of times previous to I could get it to load correctly. I had been wondering if your web host is OK? Not that I am complaining, but slow loading instances times will very frequently affect your placement in google and can damage your high-quality score if advertising and marketing with Adwords. Well I am adding this RSS to my email and can look out for much more of your respective exciting content. Ensure that you update this again very soon..
You made some clear points there. I did a search on the issue and found most persons will approve with your website.
It is the best time to make some plans for the future and it is time to be happy. I’ve read this post and if I could I desire to suggest you some interesting things or advice. Perhaps you can write next articles referring to this article. I wish to read more things about it!
Mitolyn is a cutting-edge natural dietary supplement designed to support effective weight loss and improve overall wellness.
Simply a smiling visitor here to share the love (:, btw great pattern.
I like what you guys are up too. This kind of clever work and reporting! Keep up the amazing works guys I’ve you guys to our blogroll.
Mitolyn is a cutting-edge natural dietary supplement designed to support effective weight loss and improve overall wellness.
Hi there! I’m at work browsing your blog from my new iphone 4! Just wanted to say I love reading your blog and look forward to all your posts! Carry on the outstanding work!
The Natural Mounjaro Recipe is more than just a diet—it’s a sustainable and natural approach to weight management and overall health.
The Natural Mounjaro Recipe is more than just a diet—it’s a sustainable and natural approach to weight management and overall health.
You completed various fine points there. I did a search on the subject matter and found most people will consent with your blog.
Valuable info. Lucky me I found your website by accident, and I’m shocked why this accident didn’t happened earlier! I bookmarked it.
Hello, you used to write excellent, but the last several posts have been kinda boringK I miss your tremendous writings. Past several posts are just a bit out of track! come on!
Some genuinely interesting details you have written.Assisted me a lot, just what I was searching for : D.
Good post. I be taught one thing more difficult on totally different blogs everyday. It will all the time be stimulating to learn content material from different writers and observe somewhat one thing from their store. I’d favor to use some with the content on my weblog whether you don’t mind. Natually I’ll give you a hyperlink on your net blog. Thanks for sharing.
It¦s actually a great and helpful piece of information. I¦m happy that you shared this helpful info with us. Please stay us informed like this. Thank you for sharing.
I am just writing to make you understand what a brilliant discovery our daughter encountered reading through your blog. She noticed too many details, which included what it is like to have an incredible helping nature to let the mediocre ones with ease know precisely specified specialized topics. You actually did more than readers’ expected results. I appreciate you for coming up with such informative, healthy, educational and also unique thoughts on your topic to Janet.
I got what you intend, appreciate it for putting up.Woh I am lucky to find this website through google. “I would rather be a coward than brave because people hurt you when you are brave.” by E. M. Forster.
Heya i’m for the first time here. I found this board and I in finding It truly helpful & it helped me out a lot. I’m hoping to provide one thing back and help others like you aided me.
I like this post, enjoyed this one regards for putting up. “We seldom attribute common sense except to those who agree with us.” by La Rochefoucauld.
Very interesting topic, regards for putting up.
Spot on with this write-up, I really assume this web site wants far more consideration. I’ll most likely be once more to learn much more, thanks for that info.
Valuable info. Lucky me I discovered your site accidentally, and I’m surprised why this accident didn’t took place in advance! I bookmarked it.
Your home is valueble for me. Thanks!…
I do trust all the concepts you have introduced in your post. They are very convincing and will certainly work. Still, the posts are too brief for newbies. May just you please lengthen them a little from subsequent time? Thanks for the post.
Great article and right to the point. I am not sure if this is in fact the best place to ask but do you guys have any thoughts on where to employ some professional writers? Thank you 🙂
Very good written story. It will be beneficial to everyone who utilizes it, as well as me. Keep up the good work – looking forward to more posts.
Nice read, I just passed this onto a friend who was doing some research on that. And he just bought me lunch since I found it for him smile So let me rephrase that: Thank you for lunch!
Aw, this was a very nice post. In thought I would like to put in writing like this additionally – taking time and actual effort to make an excellent article… but what can I say… I procrastinate alot and on no account appear to get one thing done.
Fantastic blog you have here but I was wondering if you knew of any forums that cover the same topics discussed here? I’d really love to be a part of online community where I can get advice from other experienced individuals that share the same interest. If you have any recommendations, please let me know. Thank you!
You are my breathing in, I own few web logs and occasionally run out from to post .
Hello! I could have sworn I’ve been to this blog before but after browsing through some of the post I realized it’s new to me. Anyways, I’m definitely happy I found it and I’ll be book-marking and checking back frequently!
I simply wanted to write a small remark to be able to express gratitude to you for those awesome information you are showing on this site. My time consuming internet investigation has now been rewarded with useful facts to go over with my classmates and friends. I ‘d point out that many of us visitors actually are unequivocally fortunate to dwell in a notable place with so many special professionals with very beneficial advice. I feel really fortunate to have encountered your entire website page and look forward to some more brilliant minutes reading here. Thanks once again for everything.
Enjoyed examining this, very good stuff, appreciate it. “It is in justice that the ordering of society is centered.” by Aristotle.
I truly enjoy reading on this website , it has got wonderful blog posts.
I’ve been surfing online greater than 3 hours these days, yet I never discovered any attention-grabbing article like yours. It is pretty worth sufficient for me. In my opinion, if all webmasters and bloggers made just right content as you did, the net will likely be a lot more useful than ever before.
Great post. I am facing a couple of these problems.
This design is spectacular! 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!
Hi, just required you to know I he added your site to my Google bookmarks due to your layout. But seriously, I believe your internet site has 1 in the freshest theme I??ve came across. It extremely helps make reading your blog significantly easier.
Wow! This can be one particular of the most useful blogs We’ve ever arrive across on this subject. Actually Wonderful. I am also an expert in this topic therefore I can understand your hard work.
You have observed very interesting points! ps decent website.
Thanks for some other fantastic article. Where else may just anybody get that type of information in such an ideal approach of writing? I have a presentation subsequent week, and I’m on the look for such information.
Very nice post. I just stumbled upon your weblog and wanted to say that I’ve truly enjoyed browsing your blog posts. After all I’ll be subscribing to your rss feed and I hope you write again soon!
Whats Going down i’m new to this, I stumbled upon this I’ve discovered It positively helpful and it has helped me out loads. I hope to contribute & aid other customers like its aided me. Great job.
You should take part in a contest for one of the best blogs on the web. I will recommend this site!
Hi, Neat post. There’s an issue with your website in web explorer, could check this… IE nonetheless is the market chief and a good element of folks will pass over your excellent writing due to this problem.
Hello there, I found your site by means of Google whilst looking for a comparable topic, your web site came up, it seems good. I have bookmarked it in my google bookmarks.
I have been absent for some time, but now I remember why I used to love this site. Thanks, I’ll try and check back more frequently. How frequently you update your web site?
Yay google is my world beater assisted me to find this outstanding site! .
Hey 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 hard time selecting between BlogEngine/Wordpress/B2evolution and Drupal. The reason I ask is because your design and style 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!
Hey there! I’ve been reading your web site for a while now and finally got the bravery to go ahead and give you a shout out from Humble Texas! Just wanted to say keep up the fantastic work!
I like this weblog very much so much wonderful information.
Hi there, I found your blog via Google while looking for a related topic, your web site came up, it looks great. I have bookmarked it in my google bookmarks.
Merely a smiling visitor here to share the love (:, btw outstanding design.
Some truly wondrous work on behalf of the owner of this web site, dead great written content.
When I originally commented I clicked the -Notify me when new feedback are added- checkbox and now each time a comment is added I get 4 emails with the same comment. Is there any approach you can remove me from that service? Thanks!
Hi my friend! I want to say that this article is amazing, great written and come with approximately all vital infos. I would like to peer extra posts like this.
Hi, I think your website might be having browser compatibility issues. When I look at your website in Ie, 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, excellent blog!
Some genuinely interesting info , well written and loosely user friendly.
Hello my family member! I wish to say that this article is amazing, great written and include almost all significant infos. I¦d like to peer more posts like this .
I just could not depart your site prior to suggesting that I extremely enjoyed the standard info a person provide for your visitors? Is going to be back often in order to check up on new posts
Hi there, just became aware of your blog through Google, and found that it’s really informative. I am gonna watch out for brussels. I’ll appreciate if you continue this in future. Lots of people will be benefited from your writing. Cheers!
I really like your writing style, fantastic info, appreciate it for putting up :D. “You can complain because roses have thorns, or you can rejoice because thorns have roses.” by Ziggy.
Good info. Lucky me I reach on your website by accident, I bookmarked it.
I loved as much as you’ll receive carried out right here. The sketch is tasteful, your authored material stylish. nonetheless, you command get got an impatience over that you wish be delivering the following. unwell unquestionably come further formerly again as exactly the same nearly very often inside case you shield this hike.