In my last blog, Big Data, R and SAP HANA: Analyze 200 Million Data Points and Later Visualize Using Google Maps, I analyzed historical airlines performance data set using R and SAP HANA and put the aggregated analysis on Google Maps. Undoubtedly, Map is a pretty exciting canvas to view and analyze big data sets. One could draw shapes (circles, polygons) on the map under a marker pin, providing pin-point information and display aggregated information in the info-window when a marker is clicked. So I enjoyed doing all of that, but I was craving for some old fashion bubble charts and other types of charts to provide comparative information on big data sets. Ultimately, all big data sets get aggregated into smaller analytical sets for viewing, sharing and reporting. An old fashioned chart is the best way to tell a visual story!
On bubble charts, one could display four dimensional data for comparative analysis. In this blog analysis, I used the same data-set which had 200M data points and went deeper looking at finer slices of information. I leveraged D3, R and SAP HANA for this blog post. Here I am publishing some of this work:
In this first graphics, the performance of top airlines is compared for 2008. As expected, Southwest, the largest airlines (when using total number of flights as a proxy), performed well for its size (1.2M flights, 64 destinations but average delay was ~10 mins.) Some of the other airlines like American and Continental were the worst performers along with Skywest. Note, I didn't remove outliers from this analysis. Click here to interact with this example (view source to get D3 code).
In the second analysis, I replaced airlines dimension with airports dimension but kept all the other dimensions the same. To my disbelief, Newark airport is the worst performing airport when it comes to departure delays. Chicago O'Hare, SFO and JFK follow. Atlanta airport is the largest airport but it has the best performance. What are they doing differently at ATL? Click here to interact with this example (view source to get D3 code).
It was hell of a fun playing with D3, R and HANA, good intellectual stimulation if nothing else! Happy Analyzing and remember possibilities are endless!
As always, my R modules are fairly simple and straightforward:
###########################################################################################
#ETL - Read the AIRPORT Information, get major aiport informatoin extracted and upload this
#transfromed dataset into HANA
###########################################################################################
major.airports <- data.table(read.csv("MajorAirports.csv", header=TRUE, sep=",", stringsAsFactors=FALSE))
setkey(major.airports, iata)
all.airports <- data.table(read.csv("AllAirports.csv", header=TRUE, sep=",", stringsAsFactors=FALSE))
setkey(all.airports, iata)
airports.2008.hp <- data.table(read.csv("2008.csv", header=TRUE, sep=",", stringsAsFactors=FALSE))
setkey(airports.2008.hp, Origin, UniqueCarrier)
#Merge two datasets
airports.2008.hp <- major.airports[airports.2008.hp,]
###########################################################################################
# Get airport statisitics for all airports
###########################################################################################
airports.2008.hp.summary <- airports.2008.hp[major.airports,
list(AvgDepDelay=round(mean(DepDelay, na.rm=TRUE), digits=2),
TotalMiles=prettyNum(sum(Distance, na.rm=TRUE), big.mark=","),
TotalFlights=length(Month),
TotalDestinations=length(unique(Dest)),
URL=paste("http://www.fly", Origin, ".com",sep="")),
by=list(Origin)][order(-TotalFlights)]
setkey(airports.2008.hp.summary, Origin)
#merge two data tables
airports.2008.hp.summary <- major.airports[airports.2008.hp.summary,
list(Airport=airport,
AvgDepDelay, TotalMiles, TotalFlights, TotalDestinations,
Address=paste(airport, city, state, sep=", "),
Lat=lat, Lng=long, URL)][order(-TotalFlights)]
airports.2008.hp.summary.json <- getRowWiseJson(airports.2008.hp.summary)
writeLines(airports.2008.hp.summary.json, "airports.2008.hp.summary.json")
write.csv(airports.2008.hp.summary, "airports.2008.hp.summary.csv", row.names=FALSE)
What other R packages you use aside from Rjson?
ReplyDeleteI think Rjson package is the secret weapon to R and D3 for visualization.
http://cran.r-project.org/web/packages/rjson/index.html
Thanks.
Noli
Big data is a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis. big data projects for students But it’s not the amount of data that’s important.Project Center in Chennai
DeleteSpring Framework has already made serious inroads as an integrated technology stack for building user-facing applications. Corporate TRaining Spring Framework the authors explore the idea of using Java in Big Data platforms.
Spring Training in Chennai
The new Angular TRaining will lay the foundation you need to specialise in Single Page Application developer. Angular Training
In one of your blog, you are using D3 with Sencha Touch for iPad for visualization of SAP Hana. Is SAP Hana live i.e. on-line in this case when you do the querying?
ReplyDeleteHowever, you have 2 D3 examples using .csv and .json files from SAP Hana data mining results using R. I guess they are also hosted in AWS as well probably outside the SAP Hana server, right?
They reason, I am asking these questions are, I am interested in Hybrid apps using SAP Hana (e.g. results from data mining and or live queries from SAP Hana). I have created a Hybrid app for iOS using Cartodb (Cartodb.com) i.e. GIS PostgreSQL database / PostGIS in the cloud.
Here are the screenshots of the cartodb
https://picasaweb.google.com/116847891529748214201/LeafletCartoDBProtectedPlanetIPhone
Here are some of screenshots for D3 and g.Raphael which I intended for SAP Hana mobile hybrid apps using PhoneGap.
https://picasaweb.google.com/116847891529748214201
/D3AndGRaphaelForSAPHanaHybridMobile
I am interested to see some example with D3, SAP Hana and PhoneGap. I think you can easily package your example (e.g. Sencha Touch with D3 json data). If only I can get the exact URL of D3.json data, I think can compile your example in iOS phonegap.
Hope to see some replies.
Thanks.
Noli
Have you seen the relatively new fread function in the data.table package? It is easier to use than read.csv and loaded the 2008.csv data set about 6 times faster.
ReplyDelete> system.time(airports.2008.hp <- fread("./2008.csv"))
user system elapsed
17.44 0.29 17.81
> system.time(airports.2008.hp <- data.table(read.csv("2008.csv", header=TRUE, sep=",", stringsAsFactors=FALSE)))
user system elapsed
99.72 3.29 103.87
thanks for sharing important information on SAP HANA
ReplyDeleteThe information which you have provided is very good and easily understood.
ReplyDeleteIt is very useful who is looking for sap hana Online Training.
Thank you Sudheer, I am glad this blog helped...
DeleteThe Information you provided is very much useful for SAP HANA Learners. This Information was very Intersting, We also provide SAP HANA Online training in India.
ReplyDeleteAppreciation for nice Update, I found something new and folks can get useful information about sap hana Online Training
ReplyDeleteThank you provide valuable informations and iam seacrching same informations,and saved my time SAS Online Training
ReplyDeletevery nice article.Thanks for sharing the post...!
ReplyDeleteMicrosoft Azure Online Training
MSBI Online Training
Oracle Golden Gate Online Training
Oracle SOA Online Training
PHP Online Training
Excellent sharing!Ultimately, all big data sets get aggregated into smaller analytical sets for viewing, sharing and reporting. An old fashioned chart is the best way to tell a visual story!At Pherona, we provide a complete set of services that cover the full software development lifecycle. Our expertise is in web, database and mobile applications, and our client list spans from startups to the Fortune 500.
ReplyDeleteWeb Design Services Orlando
very useful really good information thanks for posting such a good information it will hepls the people a lot keep it up , Regards
ReplyDeletesap scm training
sap fico training
Thanks for valuable great article.One important decision to make is whether or not your website should use a custom New York web design or a generic website template.Web Design Orlando
ReplyDeleteNice article.
ReplyDeleteThank you so much.
sap hana online training in usa
شهر آنتالیا که یکی از معروفترین مقاصد سفر در بین مردم ایران است،سالانه پذیرای تعداد زیادی از مسافران در قالب تور آنتالیا می باشد.اگر قصد سفر به شهر آنتالیا را دارید،خواهشمندیم برای رزرو تور آنتالیا با ما در تماس باشید.
ReplyDeletehttp://sourtmehtravel.com/antalya-tours/
ER Data Modeling Training
ReplyDeleteIts a wonderful post and very helpful, thanks for all this information.
ReplyDeleteSAP HANA Training in Gurgaon
Hey, Wow all the posts are very informative for the people who visit this site. Good work! We also have a Website. Please feel free to visit our site. Thank you for sharing. Well written article Thank You for Sharing with Us pmp training centers in chennai| pmp training in velachery | project management courses in chennai | project management training in chennai | project management certification online | project management course online
ReplyDeleteThank you for excellent article.
ReplyDeletePlease refer below if you are looking for best project center in coimbatore
soft skill training in coimbatore
final year projects in coimbatore
Spoken English Training in coimbatore
final year projects for CSE in coimbatore
final year projects for IT in coimbatore
final year projects for ECE in coimbatore
final year projects for EEE in coimbatore
final year projects for Mechanical in coimbatore
final year projects for Instrumentation in coimbatore
Thanks for sharing this great article. It made me understand few things about this concept which I never knew before. Keep posting such great articles so that I gain from it. Java Training in Chennai | J2EE Training in Chennai | Advanced Java Training in Chennai | Core Java Training in Chennai | Java Training institute in Chennai
ReplyDeletethank you so much for this useful message
ReplyDeletebest python training in chennai
best python training in sholinganallur
best python training institute in omr
python training in omr
selenium training in chennai
best hadoop training in chennai
best devops training in chennai
Sehar News is a wide area that envelops pakistan news , kashmir news , International News, Sports News, Arts and
ReplyDeleteEntertainment News, Science and Technology, Business News, latest news in urdu , Education News and today news Columns.
The perusers can snatch most recent urdu news dependent on different political and get-together
occurring in the nation. Sehar News covers the most recent and up and coming news features, Read today urdu news and top stories from different backgrounds and carries it to the viewers
wanna know latest pakistan news ? click pakistan news and know more.
Read latest news in urdu and know more .
read all the latest urdu news in this site.
you dont know ? about today news click here and know more.
know the current news of kashmir news check here.
read all about today urdu news and gain knowledge.
Ez battery reconditioning reviews - You can now easily revive your old batteries with this
ReplyDeleteEz battery reconditioning pdf which provides step by step instructions for recondition a battery.
Ez battery reconditioning blog publishes how Ez battery reconditioning programs works
and where buy Ez battery reconditioning step by step program online after this
candid Ez battery reconditioning reviews. Battery reconditioning course is newbie friendly. It may help you
set up and run your own battery reconditioning business by learning this skill at home.
How to recondition a battery with Ez battery reconditioning .
Have you heard about Tom Ericson's Ez battery reconditioning reviews technique and
are wondering whether it is possible or not. visit https://ezbatteryreconditioninginfo.com/ this site to know more. Thank you every one.
Tech Gadgets reviews and latest Tech and Gadgets news updates, trends, explore the facts, research, and analysis covering the digital world.
ReplyDeleteYou will see Some Tech reviews below,
lg bluetooth headset : You will also wish to keep design and assorted features in mind. The most essential part of the design here is the buttonsof lg bluetooth headset .
Fastest Car in the World : is a lot more than the usual number. Nevertheless, non-enthusiasts and fans alike can’t resist the impulse to brag or estimate according to specifications. Fastest Car in the World click here to know more.
samsung galaxy gear : Samsung will undoubtedly put a great deal of time and even more cash into courting developers It is looking for partners and will allow developers to try out
different sensors and software. It is preparing two variants as they launched last year. samsung galaxy gear is very use full click to know more.
samsung fridge : Samsung plans to supply family-oriented applications like health care programs and digital picture frames along with games It should stick with what they know and they
do not know how to produce a quality refrigerator that is worth what we paid. samsung fridge is very usefull and nice product. clickcamera best for travel: Nikon D850: Camera It may be costly, but if you’re trying to find the very best camera you can purchase at this time, then Nikon’s gorgeous DX50 DSLR will
probably mark each box. The packaging is in a vibrant 45.4-megapixel full-frame detector, the picture quality is simply wonderful. However, this is just half the story. Because of a complex 153-point AF system along with a brst rate of 9 frames per minute. camera best specification. click here to know more.
visit https://techgadgets.expert/ this site to know more.
I like you article. if you you want to saw Sufiyana Pyaar Mera Star Bharat Serials Full
ReplyDeleteSufiyana Pyaar Mera
How to stop smoking weed ???
ReplyDelete1.Do you want to know How to stop smoking weed or have you been wondering of how to get your dear one to stop smoking weed ?
Every weed smoker knows deep down that quitting the behavior is an uphill task. And some people don`t know How to quit smoking weed .. They should
Know How to quit smoking weed by visiting in this https://irvined.co.uk/ website.
2.Long-term marijuana users may find the withdrawal experience uncomfortable. Marijuana detox helps one to slowly ease off of THC
until it is completely eliminated from the body system. Marijuana detox also helps to reduce withdrawal symptoms thus making it
easier for even highly addicted individuals to make full about turn in their weed smoking habits (avoiding relapse).
3.The decision to stop smoking weed is usually impulsive for many individuals. If you have smoked pot long enough, you probably have plenty of memories
where you did something and swore to yourself to stop your weed smoking habit going forward. And if you don`t know How to stop smoking pot ...
Then visit https://irvined.co.uk/ here to know more.
4.Quitting marijuana will give you the chance to become more responsible and set you in the right direction to progress in your life.
And the good thing is that you don’t have to try quitting on your own now. ‘ Quit Marijuana The Complete Pack ’ is just a click away at a very affordable price.
See more details about the guide and current purchase offers at https://quit-weed.com/. You can do this. Regardless of how long you have smoked pot or used marijuana
in other ways, the quit marijuana pack offers you robust support to ensure that you achieve your goals. To know more information visit https://irvined.co.uk/ here.
This comment has been removed by the author.
ReplyDeletekeep up the good work. this is an Assam post. this to helpful, i have reading here all post. i am impressed. thank you. this is our digital marketing training center. This is an online certificate course digital marketing training in bangalore
Pusat Permainan Judi Online Terpercaya dan Terlengkap Di Indonesia
ReplyDeleteUntuk Minimal Deposit Hanya Rp.25.000,-
Tersedia Deposit Via Pulsa Telkomsel | Deposit Pulsa XL | Gopay | OVOpay |LinkAja | DANA Serta Via Semua Rekening Bank Indonesia
Judi Sabung Ayam Online
Situs Pemainan Slot Terlengkap
Situs Judi Bola Resmi Dan Terpercaya
Bandar Togel Online SGP HK Terpercaya
Agen Casino Online Terbaik
Ez battery reconditioning reviews - You can now easily revive your old batteries with this
ReplyDeleteEz battery reconditioning pdf which provides step by step instructions for reconditiong a battery.
Ez battery reconditioning blog publishes how ez battery reconditioning reviews programs works
and where buy ez recondition battery step by step program online after this candid
Ez battery reconditioning reviews. ez reconditioning batteries is newbie friendly.
It may help you set up and run your own battery reconditioning business by learning this skill at home.
How to recondition a battery with Ez battery reconditioning .
Have you heard about Tom Ericson's Ez battery reconditioning reviews technique and
are wondering whether it is possible or not.
visit https://ezbatteryreconditioninginfo.com/ this site to know more. Thank you every one.
Nice blog, it's so knowledgeable, informative, and good looking site. I appreciate your hard work. Good job. Thank you for this wonderful sharing with us. Keep Sharing.
ReplyDeleteKindly visit us @ online idea lab
vidmate
ReplyDeleteBest Professional training and Certification
ReplyDeletelean Six Sigma Training and Process Improvement consulting
lean Six Sigma Green Belt Training and Certification
lean Six Sigma Black Belt Training and Certification
lean Six Sigma master Black Belt Certification Training
lean Expert Training and consulting
Minitab Software classroom and Online Training
ISO Training and Consultant
Lovely post. Sports lovers will like this game.
ReplyDeleteFEI World Cup Finals 2020 Live Stream
enjoy this.
Nice and superb article. Good luck.
ReplyDeletePlease Check this out.
Crufts 2020 Live Stream and TV Coverage Schedule
Very nice post. Thank you very much.
ReplyDeleteWatch Masters Golf Tournament 2020 Live Stream and TV Coverage Online
Please check this out, sports lovers will love it. Thank you.
This type of informational article helps many people. Hope you'll bring this type of post again.
ReplyDeleteWorld Figure Skating Championships Live Stream 2020
Thanks.
Thank you for posting this. This will helps many sports lovers.
ReplyDeleteWorld Junior Figure Skating Championships 2020 Live
I hope you'll post this type of article again.
Long time passed, I've been finding this type of post. It helps me most.
ReplyDeleteWorld Junior Figure Skating Championships 2020 Updates
Thank you very much for this type of post.
Good Post! Thank you so much for sharing this pretty post, it was so good to read and useful to improve my knowledge. Hope you'll share this type of post in regular basis.
ReplyDeleteSaut Hermes 2020 Live Stream
Thank you very much.
Nice article. I love it. Because this article has some content that'll help me.
ReplyDelete47th Daytime Emmy Awards 2020 Live Stream
Thank you.
Check this out
ReplyDelete47th Daytime Emmy Awards 2020 Live Stream
Saut Hermes 2020 Live Stream
World Junior Figure Skating Championships 2020 Updates
World Junior Figure Skating Championships 2020 Live
World Figure Skating Championships Live Stream 2020
FEI World Cup Finals 2020 Live Stream
Crufts 2020 Live Stream and TV Coverage Schedule
Watch Masters Golf Tournament 2020 Live Stream and TV Coverage Online
Thank you.
The Asigo System Review- Read It Before You Buy - Kingss Lyn
ReplyDeleteThe Asigo system review explains how Chris munch asigo system review has jotted down a step by step
training to help internet marketers get fast results His.Staregies Work!
For More Information Visit https://kingsslyn.com/the-asigo-system-review/ Here .
Good Post! Thank you so much for sharing this pretty post, it was so good to read and useful to improve my knowledge. Hope you'll share this type of post in regular basis.lovely page guys
ReplyDeleteAi & Artificial Intelligence Course in Chennai
PHP Training in Chennai
Ethical Hacking Course in Chennai Blue Prism Training in Chennai
UiPath Training in Chennai
This is excellent blog!!!
ReplyDeleteDigital Marketing Training in Chennai | Certification | SEO Training Course | Digital Marketing Training in Bangalore | Certification | SEO Training Course | Digital Marketing Training in Hyderabad | Certification | SEO Training Course | Digital Marketing Training in Coimbatore | Certification | SEO Training Course | Digital Marketing Online Training | Certification | SEO Online Training Course
ReplyDeleteظهور نخستین سایت های شرط بندی
اما نخستین سایت های شرط بندی چگونه شکل گرفتند؟ قبل از اینکه به مبحث اصلی مقاله یعنی معرفی سایت بازی انفجار نیترو بپردازیم، بد نیست کمی با ظهور نخستین سایت های شرط بندی آشنا شویم. اگر فراموش نکرده باشید اشاره کردیم بازی های شرط بندی در گذشته محدودیت های زیادی را داشتند.
حضرات نیترو
حضرات
بازی رولت
اما امروزه قدرت اینرنت باعث شده تا این بازی به سایت های شرط بندی کوچ کنند و از محدودیت مکانی خارج شوند. تاریخ دقیق ظهور سایت های شرط بندی در دسترس نمی باشد.
بتخته نرد آنلاین نیترو
تخته نرد آنلاین
بلک جک نیترو
اما با رجوع به تاریخچه بعضی از این سایت های از جمله سایت نیترو، خواهیم دریافت که پیشرفت تکنولوژی، بزرگترین ترغیب کننده برای ایجاد این سایت ها بوده است. البته مطالب گفته شده تمامی اطلاعات درباره این سایت های نمی باشد.
پوکر آنلاین نیترو
پوکر آنلاین
بلک جک
شمار سایت های شرط بندی امروزه رو به افزایش می باشد. برای مثال می توانیم به سایت نیترو اشاره کنیم. این سایت معتبر یکی از پیشگامان در این عرصه می باشد که قصد داریم در این مقاله شما را بیشتر با آن آشنا کنیم.
پاسور آنلاین نیترو
پاسور آنلاین
ترفند برد و آموزش بازی انفجار آنلاین و شرطی، نیترو بهترین و پرمخاطب ترین سایت انفجار ایرانی، نحوه برد و واقعیت ربات ها و ...
Visit https://www.wmsociety.org/
here for more information
US Open Tennis 2020 Live will be played without fans in August. Follow this guide and find out how to watch the US Open Tennis live stream online from anywhere via official channels. US Open Tennis Live tournament dates, times, Schedule, TV Coverage, Tickets, Winners and more info.
ReplyDeleteInternational viewers will easily attain US Open Tennis 2020 Live from their favorite device. The first place you will want to check is the US Open’s website that provides live streaming video service for all users. The Grand Slam tournaments are generally view able on-demand. But it excludes the US Open Tennis 2020 Live from the list.
ReplyDeleteThe US Open Tennis 2020 Live Stream is a hard court tennis tournament. It is the championship that you will never want to miss if you are a die hard fan of tennis sport. The match actually the more modern version of the US National Championship, one of the oldest US Open Tennis 2020 Live championships in the world.
ReplyDelete
ReplyDeleteThe Tour de France 2020 Live starts on August 29. NBC will broadcast the Tour daily and offer full, commercial-free livestream coverage via the NBC Sports Gold Cycling Pass for. FuboTV also provides access to NBC’s coverage for you.
How to watch US Open Tennis Live TV Channel Live stream, dates, times, schedule The US Open 2020 will be shown live on Amazon Prime Video and we’ve got all the information you need to know including times, dates and daily schedules.
ReplyDeleteNice Blog With Full of Knowledge. Thanks For Sharing !
ReplyDeletePhp projects with source code
Online examination system in php
Student management system in php
Php projects for students
Free source code for academic
Academic projects provider in nashik
Academic project free download
The way you write, you are really a professional blogger. https://www.9597.tw/
ReplyDeleteThe way you write, you are really a professional blogger. https://eezbatteryreconditioning.com/
ReplyDeleteThe way you write, you are really a professional blogger. lean belly breakthrough
ReplyDeleteGood site! I really love how it is simple on my eyes and the data are well written. I’m wondering how I might be notified whenever a new post has been made.the underground fat loss manual reviews
ReplyDeleteOutstanding article! I want people to know just how good this information is in your article. Your views are much like my own concerning this subject. I will visit daily your blog because I know. It may be very beneficial for me. https://mikeacnenomore.com/
ReplyDeleteThanks for the blog filled with so many information. Stopping by your blog helped me to get what I was looking for. Now my task has become as easy as ABC.super fat burning system reviews
ReplyDeleteThe way you write, you are really a professional blogger. crypto forum
ReplyDeleteThanks for the blog filled with so many information. Stopping by your blog helped me to get what I was looking for. Now my task has become as easy as ABC.sue heintze review
ReplyDeleteWhat a well written and compassionate article. I found your thoughts and wisdom to be encouraging and helpful. https://paleohacksinfo.com/
ReplyDeleteThanks for the blog filled with so many information. Stopping by your blog helped me to get what I was looking for. Now my task has become as easy as ABC.https://the28dayketochallenge.com/
ReplyDeleteI respect this article for the very much investigated substance and magnificent wording. I got so included in this material that I couldn't quit perusing. I am awed with your work and aptitude. Much obliged to you to such an extent.exercises to unlock hip flexors
ReplyDeleteThis is certainly as well a really good posting we seriously experienced looking through. It is far from on a daily basis we have risk to check out a little something.https://yogaburnmag.com/
ReplyDeleteCrownQQ Agen DominoQQ BandarQ dan Domino99 Online Terbesar
ReplyDeleteYuk Buruan ikutan bermain di website CrownQQ
Sekarang CROWNQQ Memiliki Game terbaru Dan Ternama loh...
9 permainan :
=> Poker
=> Bandar Poker
=> Domino99
=> BandarQ
=> AduQ
=> Sakong
=> Capsa Susun
=> Bandar 66
=> Perang Baccarat (NEW GAME)
=> Bonus Refferal 20%
=> Bonus Turn Over 0,5%
=> Minimal Depo 20.000
=> Minimal WD 20.000
=> 100% Member Asli
=> Pelayanan DP & WD 24 jam
=> Livechat Kami 24 Jam Online
=> Bisa Dimainkan Di Hp Android
=> Di Layani Dengan 5 Bank Terbaik
=> 1 User ID 9 Permainan Menarik
=> Menyediakan deposit Via Pulsa
Link Resmi CrownQQ:
- crownaduq.com
- crownaduq.net
- crownaduq.org
Info Lebih lanjut Kunjungi :
Website : CrownQQ
Daftar CrownQQ : Poker Online
Info CrownQQ : Kontakk
Linktree : Agen Poker Online
WHATSAPP : +6287771354805
Line : CS_CROWNQQ
Facebook : CrownQQ Official
Kemenangan CrownQQ : Agen BandarQ
I have recently started a blog, the info you provide on this site has helped me greatly. Thanks for all of your time & work
ReplyDeletebusiness analytics course
Thank you very much for your information.
ReplyDeleteFrom,
Clipping Path Sevice
beautyandweightlosstips
Buy trustpilot reviews
I respect this article for the very much investigated substance and magnificent wording. I got so included in this material that I couldn't quit perusing. I am awed with your work and aptitude. Much obliged to you to such an extent.reviewsbytina.com
ReplyDeleteIamlinkfeeder
ReplyDeleteIamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Iamlinkfeeder
Purchasing Individual Health Insurance: 3 Essential Tips From a Health Insurance Specialist By Shaun P Avery. 2000 Backlink at cheapest
ReplyDelete5000 Backlink at cheapest
Boost DA upto 15+ at cheapest
Boost DA upto 25+ at cheapest
Boost DA upto 35+ at cheapest
Boost DA upto 45+ at cheapest . Submitted On June 15, 2012 Suggest Article Comments Print ArticleShare this article on Facebook3Share this article on Twitter2Share
Purchasing Individual Health Insurance: 3 Essential Tips From a Health Insurance Specialist By Shaun P Avery. 2000 Backlink at cheapest
ReplyDelete5000 Backlink at cheapest
Boost DA upto 15+ at cheapest
Boost DA upto 25+ at cheapest
Boost DA upto 35+ at cheapest
Boost DA upto 45+ at cheapest . Submitted On June 15, 2012 Suggest Article Comments Print ArticleShare this article on Facebook3Share this article on Twitter2Share
Many businesses which are hoping to increase their online presence are hiring an SEO company or using SEO services well to gain every single benefit while achieving their goals. # BOOST Your GOOGLE RANKING.It’s Your Time To Be On #1st Page
ReplyDeleteOur Motive is not just to create links but to get them indexed as will
Increase Domain Authority (DA).We’re on a mission to increase DA PA of your domain
High Quality Backlink Building Service
1000 Backlink at cheapest
50 Free Backlink
Although attempting to learn SEO yourself is a good idea as well as a tempting one, there are high chances you might implement SEO techniques wrongly because they need months and years of experience.
We are used to the fact that we know only religious and public holidays and celebrate only them.Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder Iamlinkfeeder
ReplyDeletePlumbing & HVAC Services San Diego
ReplyDeleteAir Star Heating guarantees reliability and quality for all equipment and services.
Air Star Heating is specializing in providing top-quality heating, ventilating, air conditioning, and plumbing services to our customers and clients.
Our company is leading the market right now. By using our seamless and huge array of services. Our customers can now have the privilege of taking benefit from our services very easily and swiftly. To cope up with the desires and needs of our clients we have built an excellent reputation. We are already having a huge list of satisfied customers that seem to be very pleased with our services.
Plumbing & HVAC Services in San Diego. Call now (858) 900-9977 ✓Licensed & Insured ✓Certified Experts ✓Same Day Appointment ✓Original Parts Only ✓Warranty On Every Job.
Visit:- https://airstarheating.com
Annabelle loves to write and has been doing so for many years.Cheapest and fastest Backlink Indexing Best GPL Store TECKUM IS ALL ABOUT TECH NEWS AND MOBILE REVIEWS
ReplyDeleteLets have a look at a recent news item that is quite
ReplyDeleteentertainmentbee.com
themoviesbio.com
petrefine.com
It will be more fun, and you won't have to worry about
ReplyDeletethepetsabout.com
happylifestyletrends.com
restaurantsnearme-opennow
Everything is going to be alright. Are we really being honest
ReplyDeletefrasesparaenamorarz.com
fras-es.com
punaisesdelit.org
groupe-sanguine.fr
meilleur-gps.fr
Data visualization is one of those things that is easier said than done. In theory, it's pretty straightforward: take a large set of data, and then present it in a way that best tells the story of that data. In practice, however, this concept can be harder to implement.
ReplyDeleteWe are really grateful for your blog post. You will find a lot of approaches after visiting your post. Great work
ReplyDeletedata scientist certification malaysia
Welcome to CapturedCurrentNews – Latest & Breaking India News 2021
ReplyDeleteHello Friends My Name Anthony Morris.latest and breaking news drupepower.com
Sir apki website par original content diya jata ha muje apke dyra di gyi jankari bhout acchi lagi agar ap moje yh bta ske ki agla airtical kab ayega your very very knowledge full airtical thanks sir:
ReplyDeleteshort story in hindi motivational
Good site! I really love how it is simple on my eyes and the data are well written. I’m wondering how I might be notified whenever a new post has been made. TheJustReviews
ReplyDeleteThanks for the blog filled with so many information. Stopping by your blog helped me to get what I was looking for. Now my task has become as easy as ABC. https://thejustreviews.com
ReplyDeleteThanks for the informative and helpful post, obviously in your blog everything is good..
ReplyDeletedata scientist certification malaysia
Your post is very informative. I want to share this post with more people, so I bookmarked your website and shared your post on my website. Thanks for your help
ReplyDeleteenglish short english stories
What’s exactly Digital Marketing?
ReplyDeleteDigital marketing is the effective and faster Technique to reach our target audience with than standard traditional methods of marketing.
the online market plays a vital role compared to the offline market in today's business.
Purchases are done online today within a few minutes using mobile screens.
Technology has gone this far and businesses are making use of Digital Marketing to grow their markets.
But, to optimise their business with advancements, various businesses including startups, small businesses, corporates, and institutions are in need of qualified professional digital marketers.
The traditional methods of all marketing have being changed because of advanced digital marketing techniques Digital marketers always come up with many ways to interact and connect with their audience…
Digital Marketing -know more…,