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#AR_2017-04-04_01-07-58.xlsx
#AR_2017-04-04_01-07-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 04, 2017
Short Description:
#AR via NodeXL http://bit.ly/2nGrQlF
@sanemavcil
@vr_technology
@evankirstel
@ipfconline1
@asthanakamit
@socialfave
@virtual_escapes

Description:
Description
The graph represents a network of 3,299 Twitter users whose tweets in the requested range contained "#AR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 04 April 2017 at 08:14 UTC.

The requested start date was Tuesday, 04 April 2017 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 20-hour, 24-minute period from Friday, 31 March 2017 at 10:00 UTC to Monday, 03 April 2017 at 06:24 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3299
Unique Edges : 4394
Edges With Duplicates : 1332
Total Edges : 5726
Self-Loops : 1419
Reciprocated Vertex Pair Ratio : 0.0141664558563117
Reciprocated Edge Ratio : 0.0279371414317785
Connected Components : 779
Single-Vertex Connected Components : 455
Maximum Vertices in a Connected Component : 1640
Maximum Edges in a Connected Component : 3211
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.527166
Graph Density : 0.000368470810292036
Modularity : 0.695011
NodeXL Version : 1.0.1.378

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[111] https://disruptive.asia/2017-ai-iot-chatbots-telenor/
[63] https://goo.gl/yqhNrU?utm_content=bufferc25c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[46] https://www.producthunt.com/posts/gabsee#comment-449664
[41] http://www.latimes.com/business/technology/la-fi-tn-disney-augmented-reality-20170323-story.html
[35] http://mashable.com/2017/03/26/amazon-vr-augmented-reality-furniture-appliance-stores/?utm_content=buffer0240f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#xyqhH1VEFsqc
[35] https://codetiburon.com/augmented-virtual-mixed-reality-outlook-tomorrow/?utm_source=twitter&utm_campaign=articles&utm_content=reality
[35] https://www.paypal.com/uk/cgi-bin/webscr?cmd=_flow&SESSION=lodsbhoodne0RYUega5GuzRAZpTIg4AMxKhE7HWzdeWNVaQ8m7enH2PFr5G&dispatch=5885d80a13c0db1f8e263663d3faee8d4fe1dd75ca3bd4f11d72275b28239088
[26] https://www.vrfocus.com/2017/03/new-york-lottery-brings-ar-into-the-game
[24] http://www.zdnet.com/article/the-bar-for-digital-experience-is-rising-in-exponential-times?utm_content=buffer08c90&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] http://www.game-changer.net/2016/08/29/10-emerging-technologies-that-will-drive-the-next-economy/?utm_medium=social&utm_campaign=postplanner&utm_source=twitter.com#.WCxyJ-ErKfR

Top URLs in Tweet in G1:
[21] https://giveaway.amazon.com/p/6b4d50e7e6e06cd1/?ref_=tsm_4_tw_p_tw
[5] http://www.anoffset.co.jp/service/ar.php
[4] https://www.newscientist.com/article/2126430-video-projector-creates-augmented-reality-with-no-bulky-headset/
[4] http://www.astralar.com/
[4] http://www.rssweather.com/zipcode/72901/wx.php?utm_source=dlvr.it&utm_medium=twitter
[3] http://printinnovationssummit.co.uk/opinion-augmented-reality-going-mainstream-stealth/
[3] http://whatusersdo.com/blog/augmented-virtual-reality/
[3] http://fortune.com/?p=1976714
[3] http://www.vocativ.com/402715/how-augmented-reality-will-change-how-we-live/
[3] http://cpljmartins.blogspot.com/

Top URLs in Tweet in G2:
[24] https://disruptive.asia/2017-ai-iot-chatbots-telenor/
[20] http://www.zdnet.com/article/the-bar-for-digital-experience-is-rising-in-exponential-times?utm_content=buffer08c90&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] http://www.game-changer.net/2016/08/29/10-emerging-technologies-that-will-drive-the-next-economy/?utm_medium=social&utm_campaign=postplanner&utm_source=twitter.com#.WCxyJ-ErKfR
[7] http://www.digitaltruelife.com/2016/08/realite-virtuelle-augmentee-360-VR.html
[6] http://linkis.com/3gZQQ
[5] http://www.datasciencecentral.com/profiles/blogs/today-s-venture-opportunities-in-data-science?utm_content=buffer8f0e7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.linkedin.com/pulse/eight-emerging-technologies-consider-now-mike-quindazzi?twitter=@aneeshnair&utm_content=buffer531ec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://twitter.com/i/web/status/847795717406150657
[4] http://okt.to/6tJuK4
[4] http://themarketmogul.com/e-commerce-augmented-reality-worth/

Top URLs in Tweet in G3:
[46] https://www.producthunt.com/posts/gabsee#comment-449664
[6] https://twitter.com/dauntesq/status/841004965015486467
[4] http://iotnz.org/vrar-2
[3] https://appreal-vr.com/blog/augmented-reality-and-drones/
[3] http://pharmaphorum.com/views-and-analysis/digital-health-round-ar-new-vr/
[3] http://bit.ly/2n9cPZe
[3] https://www.newscientist.com/article/2126430-video-projector-creates-augmented-reality-with-no-bulky-headset/
[2] https://augmented.reality.news/news/one-chart-lays-out-all-ar-companies-you-need-know-about-0176695/
[2] https://www.engadget.com/2017/03/26/amazon-furniture-and-electronics-stores/?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#84101305-tw#1490604893972
[1] http://paper.li/realtaumentata/1341225631?edition_id=dee342a0-1606-11e7-ab87-0cc47a0d1605

Top URLs in Tweet in G4:
[13] https://uploadvr.com/google-haptic-helpers-april-1/
[11] https://uploadvr.com/samsung-gear-360-2017-first-impressions/
[10] http://okt.to/tT6ghs
[7] http://northalley.com/augmentedreality.html
[5] http://paper.li/PekkaPuhakka/augmented-reality?edition_id=0e1ef650-167e-11e7-be7c-0cc47a0d1609
[5] http://tweetedtimes.com/v/13307
[5] http://okt.to/jJqIDm
[4] http://www.roadtovr.com/pioneer-vr-theme-parks-disney-aims-ar-time-around/
[4] https://www.primeinspiration.com/top-12-awesome-augmented-reality-ar-apps-android.html#.WN8n1iLhX0M.twitter
[4] http://vrworldevent.com/

Top URLs in Tweet in G5:
[83] https://disruptive.asia/2017-ai-iot-chatbots-telenor/
[10] https://socialfave.net
[1] https://twitter.com/i/web/status/847039252156305408
[1] https://twitter.com/i/web/status/848076987725905920
[1] https://twitter.com/i/web/status/848433056696471552
[1] http://linkis.com/diz6a
[1] https://twitter.com/i/web/status/848714555173765120
[1] http://linkis.com/pxRhs
[1] https://twitter.com/i/web/status/847773817938300929
[1] http://linkis.com/ZSB8E

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/848036668779134976
[1] https://twitter.com/i/web/status/848052750277627904

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/847778112511389696

Top URLs in Tweet in G8:
[63] https://goo.gl/yqhNrU?utm_content=bufferc25c4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[32] http://mashable.com/2017/03/26/amazon-vr-augmented-reality-furniture-appliance-stores/?utm_content=buffer0240f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#xyqhH1VEFsqc
[11] http://www.thevrara.com/industry-committees
[3] http://linkis.com/rd5UJ
[2] http://linkis.com/De0hT
[2] http://linkis.com/k9Mf5
[2] https://www.youtube.com/watch?v=gfL6YdZtUok&feature=youtu.be
[2] http://paper.li/dariusmiranda/1479632504?edition_id=e836d1d0-17ac-11e7-be7c-0cc47a0d1609
[2] http://paper.li/dariusmiranda/1479632504?edition_id=92befb80-161a-11e7-be7c-0cc47a0d1609
[2] http://www.indiedb.com/games/trip-the-game/features/vrds-and-why-we-will-soon-be-hearing-all-about-them
[2] http://www.cdpinstitute.org/Newsletter/Blog158/03-31-17-Fun-Tech-Stuff

Top URLs in Tweet in G10:
[30] https://codetiburon.com/augmented-virtual-mixed-reality-outlook-tomorrow/?utm_source=twitter&utm_campaign=articles&utm_content=reality
[3] http://www.businessinsider.com/death-of-the-smartphone-and-what-comes-after-2017-3
[1] https://twitter.com/i/web/status/848769797852721153
[1] https://digitalmarketing-conference.com/europe
[1] https://twitter.com/i/web/status/843791608583806976
[1] https://twitter.com/i/web/status/847793319258226689
[1] https://twitter.com/GlenGilmore/status/847793319258226689

Top Domains
Top Domains in Tweet in Entire Graph:
[665] twitter.com
[122] linkis.com
[111] disruptive.asia
[103] elpais.com
[66] paper.li
[64] goo.gl
[54] uploadvr.com
[49] google.com
[46] producthunt.com
[43] instagram.com

Top Domains in Tweet in G1:
[157] twitter.com
[103] elpais.com
[25] instagram.com
[21] amazon.com
[16] google.com
[16] facebook.com
[16] uploadvr.com
[14] circlepix.com
[12] linkedin.com
[10] linkis.com

Top Domains in Tweet in G2:
[104] twitter.com
[24] disruptive.asia
[21] zdnet.com
[15] game-changer.net
[10] linkis.com
[8] linkedin.com
[7] digitaltruelife.com
[5] datasciencecentral.com
[5] okt.to
[5] codetiburon.com

Top Domains in Tweet in G3:
[46] producthunt.com
[26] twitter.com
[4] appreal-vr.com
[4] iotnz.org
[3] pharmaphorum.com
[3] bit.ly
[3] newscientist.com
[2] paper.li
[2] reality.news
[2] engadget.com

Top Domains in Tweet in G4:
[31] twitter.com
[29] uploadvr.com
[22] google.com
[17] paper.li
[16] okt.to
[7] tweetedtimes.com
[7] northalley.com
[6] forbes.com
[5] fortune.com
[4] roadtovr.com

Top Domains in Tweet in G5:
[83] disruptive.asia
[10] socialfave.net
[7] twitter.com
[4] linkis.com
[1] mashable.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[63] goo.gl

Top Domains in Tweet in G9:
[32] mashable.com
[11] thevrara.com
[9] linkis.com
[4] paper.li
[3] twitter.com
[2] youtube.com
[2] indiedb.com
[2] cdpinstitute.org
[1] medium.com
[1] fortune.com

Top Domains in Tweet in G10:
[30] codetiburon.com
[4] twitter.com
[3] businessinsider.com
[1] digitalmarketing-conference.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4064] ar
[1905] vr
[893] ai
[770] iot
[672] augmentedreality
[382] bigdata
[348] tech
[246] mr
[226] ml
[221] technology



Top Hashtags in Tweet in G1:
[664] ar
[193] vr
[54] augmentedreality
[43] virtualreality
[41] tech
[40] iot
[35] ai
[21] 2vr
[21] svvr
[21] stimulivr

Top Hashtags in Tweet in G2:
[665] ar
[514] vr
[453] iot
[413] ai
[281] bigdata
[138] augmentedreality
[128] blockchain
[114] technologies
[108] drones
[103] robots

Top Hashtags in Tweet in G3:
[286] ar
[268] augmentedreality
[189] technology
[184] gif
[153] cool
[98] tech
[84] mixedreality
[80] mr
[46] gabsee
[39] vr

Top Hashtags in Tweet in G4:
[251] ar
[142] vr
[94] augmentedreality
[22] business
[21] virtualreality
[20] ai
[19] mr
[18] iot
[14] tech
[11] samsung

Top Hashtags in Tweet in G5:
[153] ar
[149] ai
[139] iot
[94] ml
[86] chatbots
[86] 5g
[71] makeyourownlane
[66] vr
[59] fintech
[59] socialmedia

Top Hashtags in Tweet in G6:
[80] ar
[80] vr
[75] bankchoron16june
[4] bankchor

Top Hashtags in Tweet in G7:
[65] firearmfriday
[65] ar
[65] guncontrol
[65] 2a
[65] merica
[65] america

Top Hashtags in Tweet in G8:
[63] ar
[63] pc
[63] スマートライト
[63] テクノロジー

Top Hashtags in Tweet in G9:
[74] ar
[66] vr
[32] amazon
[14] mr
[11] training
[5] galaxy8
[5] shopping
[5] explore
[5] newtech
[5] augmentedreality

Top Hashtags in Tweet in G10:
[59] ar
[55] vr
[55] mixedreality
[29] ai
[25] internetofthings
[24] marketing
[4] cmo
[3] dmwf
[2] amsterdam
[2] digitalmarketing

Top Words
Top Words in Tweet in Entire Graph:
[1556] Words in Sentiment List#1: Positive
[713] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[63153] Non-categorized Words
[65424] Total Words
[4214] ar
[2039] vr
[900] ai
[772] iot
[672] augmentedreality

Top Words in Tweet in G1:
[691] ar
[210] vr
[67] reality
[56] tech
[54] augmented
[54] augmentedreality
[43] virtualreality
[40] iot
[36] out
[35] ai

Top Words in Tweet in G2:
[664] ar
[516] vr
[453] iot
[415] ai
[281] bigdata
[200] infographic
[153] ipfconline1
[147] technologies
[138] augmentedreality
[128] blockchain

Top Words in Tweet in G3:
[320] sanemavcil
[292] ar
[268] augmentedreality
[189] technology
[184] gif
[155] https
[153] cool
[114] reality
[106] augmented
[105] tech

Top Words in Tweet in G4:
[256] ar
[144] vr
[94] augmentedreality
[53] reality
[33] uploadvr
[27] virtual
[25] new
[24] augmented
[23] 2morrowknight
[22] business

Top Words in Tweet in G5:
[153] ar
[149] ai
[142] socialfave
[139] iot
[94] ml
[86] tech
[86] trends
[86] 2017
[86] chatbots
[86] 5g

Top Words in Tweet in G6:
[80] secret
[80] behind
[80] bankchor's
[80] ground
[80] breaking
[80] technology
[80] 16d
[80] ar
[80] vr
[80] theatrical

Top Words in Tweet in G7:
[65] firearmfriday
[65] yer
[65] ar
[65] 15
[65] rocking
[65] y'all
[65] guncontrol
[65] 2a
[65] merica
[65] america

Top Words in Tweet in G8:
[63] arで書類確認
[63] pcやスマホと連動するスマートライト
[63] ar
[63] pc
[63] スマートライト
[63] テクノロジー
[63] courtesy
[63] lampix
[62] bouncy_news

Top Words in Tweet in G9:
[74] ar
[66] vr
[37] virtual
[33] home
[32] amazon
[32] eyes
[32] homewares
[32] stores
[32] show
[32] products

Top Words in Tweet in G10:
[59] ar
[55] vr
[55] mixedreality
[55] glengilmore
[30] augmented
[30] virtual
[30] outlook
[30] tomorrow
[29] ai
[25] internetofthings

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[930] ar,vr
[751] vr,ar
[278] ai,iot
[272] augmented,reality
[214] trends,2017
[206] augmentedreality,ar
[191] ar,augmentedreality
[142] ai,vr
[139] tech,trends
[134] 2017,ai

Top Word Pairs in Tweet in G1:
[80] ar,vr
[72] vr,ar
[46] augmented,reality
[21] 2vr,out
[21] out,change
[21] change,perceptions
[21] perceptions,vr
[21] vr,world
[21] world,backerjack
[21] backerjack,virtualreality

Top Word Pairs in Tweet in G2:
[304] ar,vr
[167] vr,ar
[124] ai,iot
[99] trends,2017
[98] vr,bigdata
[84] iot,ar
[82] 10,technologies
[73] ai,vr
[69] technologies,2
[69] 2,drive

Top Word Pairs in Tweet in G3:
[127] augmentedreality,ar
[122] ar,augmentedreality
[105] augmented,reality
[94] augmentedreality,technology
[93] gif,sanemavcil
[83] video,projector
[83] projector,creates
[83] creates,augmented
[83] reality,bulky
[83] bulky,headset

Top Word Pairs in Tweet in G4:
[80] vr,ar
[48] ar,vr
[24] augmented,reality
[22] ar,augmentedreality
[21] virtual,reality
[20] virtualreality,augmentedreality
[18] augmentedreality,ar
[16] ar,mr
[13] google,reveals
[13] reveals,hyper

Top Word Pairs in Tweet in G5:
[130] ai,iot
[86] tech,trends
[86] trends,2017
[86] 2017,ai
[86] iot,chatbots
[86] ar,5g
[59] fintech,tech
[59] chatbots,quitting
[59] quitting,socialmedia
[59] socialmedia,ar

Top Word Pairs in Tweet in G6:
[80] secret,behind
[80] behind,bankchor's
[80] bankchor's,ground
[80] ground,breaking
[80] breaking,technology
[80] technology,16d
[80] 16d,ar
[80] ar,vr
[80] vr,theatrical
[80] theatrical,release

Top Word Pairs in Tweet in G7:
[65] firearmfriday,yer
[65] yer,ar
[65] ar,15
[65] 15,rocking
[65] rocking,y'all
[65] y'all,guncontrol
[65] guncontrol,2a
[65] 2a,merica
[65] merica,america
[65] america,outdoor_blues

Top Word Pairs in Tweet in G8:
[63] arで書類確認,pcやスマホと連動するスマートライト
[63] pcやスマホと連動するスマートライト,ar
[63] ar,pc
[63] pc,スマートライト
[63] スマートライト,テクノロジー
[63] テクノロジー,courtesy
[63] courtesy,lampix
[62] bouncy_news,arで書類確認

Top Word Pairs in Tweet in G9:
[58] vr,ar
[32] amazon,eyes
[32] eyes,vr
[32] ar,homewares
[32] homewares,stores
[32] stores,show
[32] show,products
[32] products,virtual
[32] virtual,home
[31] roblemvr,amazon

Top Word Pairs in Tweet in G10:
[55] ar,vr
[30] augmented,virtual
[30] virtual,mixedreality
[30] mixedreality,outlook
[30] outlook,tomorrow
[30] tomorrow,ar
[29] glengilmore,augmented
[25] vr,mixedreality
[24] future,marketing
[24] marketing,connected

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sanemavcil
@ipfconline1
@socialfave
@evankirstel
@riteishd
@y_fi
@outdoor_blues
@scottisbell_
@wsredneck
@awesomemerica

Top Mentioned in G1:
@iqagent
@photonic_studio
@essayfamclub
@ernestoberni
@roperbilly
@palehorsezero

Top Mentioned in G2:
@ipfconline1
@evankirstel
@ahier
@topij
@calliauf
@asthanakamit
@mikequindazzi
@prashant_1722
@dhinchcliffe
@wef

Top Mentioned in G3:
@sanemavcil
@adesome
@producthunt
@womeninvrar
@amplifiedrobot
@arreality
@wayray
@apprealvr
@pinterest
@karinacaddel

Top Mentioned in G4:
@uploadvr
@2morrowknight
@apple
@insightbrief
@startgrowthhack
@anshelsag
@vrworldhq
@forbes
@ft
@nassaraf

Top Mentioned in G5:
@socialfave
@telenorgroup
@evankirstel
@telenordigital
@prashant_1722
@asthanakamit
@roblemvr

Top Mentioned in G6:
@riteishd
@y_fi
@y_films

Top Mentioned in G7:
@outdoor_blues
@scottisbell_
@wsredneck
@awesomemerica
@r

Top Mentioned in G8:
@bouncy_news

Top Mentioned in G9:
@roblemvr
@thevrara
@markymetry
@advrinc
@vrara_sf
@ipfconline1
@dariusmiranda
@soundgizmo
@uvaysm5vv
@sanemavcil

Top Mentioned in G10:
@glengilmore
@digimarketingwf

Top Tweeters
Top Tweeters in Entire Graph:
@arcangelalvarad
@indiegamedevbot
@ns_online
@alt_bit_coins
@robre62
@arkangelscrap
@smilingbluedog
@dictionaryvoice
@qxnews
@aprendergamedev

Top Tweeters in G1:
@arcangelalvarad
@dictionaryvoice
@tuttosulinux
@mkebrewersbuzz
@bitcoinagile
@knowyoursongcom
@tvsnext
@thestartupper
@iconjurer
@trendolizer

Top Tweeters in G2:
@alt_bit_coins
@arkangelscrap
@dollyraydigital
@appitysnacks
@evankirstel
@itknowingness
@ottlegalrebels
@aalbertjac
@gregmroscoe
@3d_genuity

Top Tweeters in G3:
@digitalperiod
@kaidoagency
@producthunt
@sardire
@fbmarkethink
@vlics
@iivanov482
@techcoachinguk
@theworldinanut
@chrisgrayson

Top Tweeters in G4:
@piyuanker12
@innova_scape
@pekkapuhakka
@mashable
@washingtonpost
@gglassfan
@red_global
@the_csjr
@besttpictures
@ft

Top Tweeters in G5:
@mccarrenbill
@elaine_perry
@linlanee_luli
@gtgrazyt
@websmartadvisor
@kimkline_music
@annemariayritys
@watchem_foldup
@manifattura40
@soundcloudmouth

Top Tweeters in G6:
@henne38
@maliksameer_
@damadhooker
@zhuykovv
@there_funkyone
@shoeb229
@eeshashahwwe
@xxgabyr
@tanejamainhoon
@mjharkreader0

Top Tweeters in G7:
@forgottenprof
@jimenezbern
@robert1288
@vmax07
@dave_usmc
@jeffreywhills1
@scottisbell_
@newclyde
@warrior5fdp
@jasonmoczynski

Top Tweeters in G8:
@wbo6_on
@dadasiko
@head_r
@yfe50882
@usarabbt
@taonaver
@5hina
@ihira1602
@k_mihoto
@suihekikztk

Top Tweeters in G9:
@chilhon2016lap
@edimosip
@calroskenichi
@johnalexander
@roblemvr
@gregactual
@dariusmiranda
@ryan_a_bell
@dan_talmon
@soluismd

Top Tweeters in G10:
@robre62
@alvinlindsay21
@glengilmore
@mrsv1991
@mpmboevink
@catalystkay
@digimarketingwf
@uksocialmedia
@nage_n
@niceworknj