Virtual reality, Twitter, 9/26/2019 7:25:50 PM, 211110


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Virtual reality_2019-09-26_11-59-29.xlsx
Virtual reality_2019-09-26_11-59-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2019
Short Description:
Virtual reality via NodeXL http://bit.ly/2nCy9eT
@p2pb2b
@zachernuk
@rickking16
@fireproof_games
@oculus
@nassaraf
@danielledigest
@vir__reality
@qporit
@researchmrx

Top hashtags:
#vr
#virtualreality
#ar
#oc6
#augmentedreality
#ai
#blockchain
#edtech
#education

Description:
Description
The graph represents a network of 5,303 Twitter users whose tweets in the requested range contained "Virtual reality", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 September 2019 at 19:01 UTC.

The requested start date was Thursday, 26 September 2019 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 1-day, 17-hour, 49-minute period from Tuesday, 24 September 2019 at 06:10 UTC to Thursday, 26 September 2019 at 00:00 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 : 5303
Unique Edges : 5348
Edges With Duplicates : 1302
Total Edges : 6650
Number of Edge Types : 3
Tweet : 2250
Mentions : 4161
Replies to : 239
Self-Loops : 2250
Reciprocated Vertex Pair Ratio : 0.0296515937731653
Reciprocated Edge Ratio : 0.0575953923686105
Connected Components : 1955
Single-Vertex Connected Components : 1098
Maximum Vertices in a Connected Component : 230
Maximum Edges in a Connected Component : 366
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.54646
Graph Density : 0.00014820475915464
Modularity : 0.720176
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://twinybots.ch/
[37] https://www.cnn.com/2019/09/24/tech/virtual-reality-active-shooter-training/index.html?utm_source=The+Trace+mailing+list&utm_campaign=dd0c447522-EMAIL_CAMPAIGN_2019_09_24_04_06&utm_medium=email&utm_term=0_f76c3ff31c-dd0c447522-112404505
[29] https://www.cnet.com/news/facebooks-oculus-needs-to-do-these-things-to-make-virtual-reality-win/
[22] https://www.myfrugalbusiness.com/2018/01/vr-marketing-how-to-use-virtual-reality.html
[21] https://softwaredevelopersindia.com/blog/virtual-reality-changes-the-way-we-view-videos/
[21] https://www.cnn.com/2019/09/24/tech/virtual-reality-active-shooter-training/index.html
[19] http://www.tunwalai.com/chapter/3257525/ตอนที่-1
[17] https://www.theverge.com/2019/9/25/20883735/oculus-quest-vr-hand-tracking-announcement-release-update-oc6-virtual-reality?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[14] https://www.theverge.com/2019/9/25/20883735/oculus-quest-vr-hand-tracking-announcement-release-update-oc6-virtual-reality
[14] https://vrlatina.com/

Top URLs in Tweet in G1:
[11] https://www.theverge.com/2019/9/25/20883735/oculus-quest-vr-hand-tracking-announcement-release-update-oc6-virtual-reality
[8] https://vrtravel.typeform.com/to/NCYBvY
[6] https://www.cnet.com/news/facebooks-oculus-needs-to-do-these-things-to-make-virtual-reality-win/
[5] https://fortune.com/2019/09/25/facebook-virtual-reality-augmented-reality-team/
[4] https://www.goodnewsnetwork.org/thanks-to-students-hunch-on-vr-seniors-with-dementia-are-coming-alive/
[4] https://www.kgw.com/article/news/health/oregon-burn-center-uses-hypnotism-laughing-gas-virtual-reality-to-help-patients/283-d61ab207-1bd1-4c62-a4aa-49791d03e677
[4] https://www.businessinsider.com/how-companies-use-virtual-reality-to-improve-meetings
[4] https://www.dumblittleman.com/applications-of-virtual-reality/
[4] https://www.sun-sentinel.com/entertainment/restaurants-and-bars/fl-et-rex-baron-boca-raton-town-center-mall-20190924-utchtmqla5dbdipn4dx3liomyy-story.html
[4] https://greenhitz.com/topic/178187-lil-wayne-discusses-if-he-would-ever-put-on-a-virtual-reality-show-for-fans-video/?do=findComment&comment=604864&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1176775584598437888
[1] https://www.marketwatch.com/press-release/groundbreaking-virtual-reality-technology-moco-is-worlds-first-to-combine-blockchain-ai-vr-and-video-and-data-compression-in-one-platform-2018-06-27
[1] https://www.criptomonedaseico.com/en/icos-en/mocotoken/

Top URLs in Tweet in G4:
[5] https://techcrunch.com/2019/09/25/oculus-shows-off-its-latest-next-generation-headset-prototypes/
[3] https://robbreport.com/motors/cars/porsche-holoride-in-car-vr-tech-2871053/
[1] https://twitter.com/i/web/status/1176876259839791104
[1] https://www.localsyr.com/news/local-news/battling-ptsd-with-virtual-reality-for-veterans-in-cny/
[1] https://techcrunch.com/2019/09/25/facebook-horizon/
[1] https://www.youtube.com/watch?v=DeKdDatIItU&feature=youtu.be

[1] https://twitter.com/i/web/status/1176679593899524098
[1] https://twitter.com/i/web/status/1176244324339716097
[1] https://vrworldtech.com/2019/09/25/yur-secures-funding-for-vr-fitness-app/
[1] https://vrworldtech.com/2019/07/29/oxford-vr-teams-up-with-national-mental-health-innovation-center/

Top URLs in Tweet in G5:
[19] https://twinybots.ch/
[8] https://softwaredevelopersindia.com/blog/virtual-reality-changes-the-way-we-view-videos/
[6] https://my.matterport.com/show/?m=1mVqrBgYiLq&utm_source=2
[4] https://calgaryherald.com/news/local-news/virtual-reality-project-at-lethbridge-college-could-change-the-way-justice-studies-taught
[4] https://it-online.co.za/2019/09/23/virtual-reality-for-brands/
[4] https://www.cnet.com/news/facebooks-oculus-needs-to-do-these-things-to-make-virtual-reality-win/
[3] https://www.alphagamma.eu/entrepreneurship/virtual-reality-subliminal-marketing/
[3] https://historyview.org/library
[2] https://twitter.com/VRdrct/status/1176785658435833856
[2] http://www.vudream.com/best-15-free-virtual-reality-apps-for-education/

Top URLs in Tweet in G6:
[4] https://fortune.com/2019/09/25/facebook-virtual-reality-augmented-reality-team/
[4] https://www.cnet.com/news/facebooks-oculus-needs-to-do-these-things-to-make-virtual-reality-win/
[4] https://trib.al/Sn4GHGH
[4] https://trib.al/PPwKOQZ
[3] https://redef.com/item/5d8a3b1e71e55964025a9075?curator=TechREDEF
[2] https://www.cnet.com/news/facebooks-zuckerberg-isnt-giving-up-on-oculus-or-virtual-reality/
[2] https://trib.al/SHaPyI4
[2] https://www.reuters.com/article/us-tech-dementia-vr/virtual-reality-coronation-takes-dementia-patients-down-memory-lane-idUSKCN1G723Q
[2] https://www.cnet.com/news/facebooks-oculus-needs-to-do-these-things-to-make-virtual-reality-win/#ftag=COS-05-10aaa0j
[1] https://fortune.com/2019/09/25/facebook-mark-zuckerberg-oculus-virtual-reality-hands/

Top URLs in Tweet in G7:
[5] https://www.eventbrite.com/e/practical-uses-of-augmented-virtual-reality-arvr-tickets-66558862349?aff=BMT
[1] https://brightondigitalfestival.co.uk/events/virtual-reality-its-not-for-me
[1] https://twitter.com/i/web/status/1176822209828052992
[1] https://aestheti.cc/nxl4p
[1] https://aestheti.cc/b2gpy
[1] https://www.digitalartsonline.co.uk/features/hacking-maker/bjorks-new-vr-album-shows-emotion-audio-are-future-of-medium/
[1] https://www.eventbrite.co.uk/e/tiltbrush-karaoke-vr-tickets-73679662855

Top URLs in Tweet in G8:
[37] https://www.cnn.com/2019/09/24/tech/virtual-reality-active-shooter-training/index.html?utm_source=The+Trace+mailing+list&utm_campaign=dd0c447522-EMAIL_CAMPAIGN_2019_09_24_04_06&utm_medium=email&utm_term=0_f76c3ff31c-dd0c447522-112404505
[12] https://www.cnn.com/2019/09/24/tech/virtual-reality-active-shooter-training/index.html
[2] https://amp.cnn.com/cnn/2019/09/24/tech/virtual-reality-active-shooter-training/index.html?__twitter_impression=true
[1] https://twitter.com/i/web/status/1176896846855364608
[1] https://twitter.com/i/web/status/1176566367186612224
[1] http://www.quytech.com/augmented-reality-solutions/virtual-try-on-solutions.php

Top URLs in Tweet in G9:
[2] https://www.technologyreview.com/s/613963/ai-vr-education-immersive-classroom-chinese-ibm/?utm_medium=tr_social&utm_campaign=site_visitor.unpaid.engagement&utm_source=Twitter#Echobox=1565289372
[1] https://blog.liquid.com/virtual-rehab-the-blockchain-solution-for-psychological-rehabilitation?utm_source=Twitter&utm_medium=Post&utm_campaign=SocialSharing
[1] https://twitter.com/i/web/status/1175081052630593537
[1] https://venturebeat.com/2019/09/19/stanford-students-use-ar-to-keep-spotlight-on-campus-sexual-assault/
[1] https://twitter.com/i/web/status/1176700855019589633
[1] https://twitter.com/i/web/status/1176722883651022848

Top Domains
Top Domains in Tweet in Entire Graph:
[893] twitter.com
[84] cnet.com
[67] cnn.com
[54] twinybots.ch
[40] ebay.com
[39] co.uk
[37] pscp.tv
[34] theverge.com
[33] forbes.com
[30] youtube.com

Top Domains in Tweet in G1:
[385] twitter.com
[33] cnet.com
[23] co.uk
[18] linkedin.com
[16] youtube.com
[16] pscp.tv
[15] theverge.com
[13] blogspot.com
[13] facebook.com
[13] ebay.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] marketwatch.com
[1] criptomonedaseico.com

Top Domains in Tweet in G4:
[6] techcrunch.com
[5] twitter.com
[3] robbreport.com
[2] vrworldtech.com
[1] localsyr.com
[1] youtube.com
[1] entrepreneur.com
[1] gizmodo.com

Top Domains in Tweet in G5:
[28] twitter.com
[19] twinybots.ch
[8] softwaredevelopersindia.com
[6] historyview.org
[6] matterport.com
[5] cnet.com
[4] calgaryherald.com
[4] co.za
[4] amazon.com
[3] alphagamma.eu

Top Domains in Tweet in G6:
[11] trib.al
[10] cnet.com
[8] twitter.com
[6] fortune.com
[3] redef.com
[2] reuters.com
[1] washingtonpost.com
[1] improovr.com
[1] medium.com
[1] gizmodo.com

Top Domains in Tweet in G7:
[5] eventbrite.com
[3] co.uk
[2] aestheti.cc
[1] twitter.com

Top Domains in Tweet in G8:
[51] cnn.com
[2] twitter.com
[1] quytech.com

Top Domains in Tweet in G9:
[3] twitter.com
[2] technologyreview.com
[1] liquid.com
[1] venturebeat.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[337] vr
[315] virtualreality
[103] ar
[58] oc6
[50] augmentedreality
[43] ai
[39] blockchain
[35] edtech
[34] education
[33] technology



Top Hashtags in Tweet in G1:
[94] vr
[66] virtualreality
[26] euvr
[24] technology
[20] ar
[20] education
[13] augmentedreality
[12] future
[11] ai
[11] oculus

Top Hashtags in Tweet in G3:
[1] vr

Top Hashtags in Tweet in G4:
[8] oc6
[5] oculus
[5] vr
[2] augmentedreality
[2] ar
[1] threejs
[1] webgl
[1] webvr

Top Hashtags in Tweet in G5:
[58] virtualreality
[26] vr
[13] oculusquest
[12] 3d
[10] edtech
[8] arvrinedu
[8] education
[7] history
[7] museum
[7] tourism

Top Hashtags in Tweet in G6:
[13] vr
[13] oc6
[5] oculus
[4] quest
[4] ar
[4] portal
[4] virtualreality
[3] tech
[2] brocku
[2] automotive

Top Hashtags in Tweet in G7:
[1] icelandicmusic
[1] tiltbrushkaraoke

Top Hashtags in Tweet in G8:
[4] tech
[2] cnn
[2] news
[2] augmentedreality
[1] training
[1] preparedness
[1] ar

Top Hashtags in Tweet in G9:
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[3441] Words in Sentiment List#1: Positive
[1130] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[98565] Non-categorized Words
[103136] Total Words
[3935] virtual
[3749] reality
[1053] vr
[666] moco
[663] p2pb2b

Top Words in Tweet in G1:
[1221] reality
[1208] virtual
[226] vr
[148] oculus
[132] augmented
[96] s
[94] #vr
[87] new
[82] experience
[72] facebook

Top Words in Tweet in G2:
[666] moco
[663] p2pb2b
[463] ieo
[333] progress
[333] more
[333] virtual
[332] platform
[331] read
[201] vr
[200] motion

Top Words in Tweet in G3:
[249] new
[248] game
[125] room
[124] alert
[124] re
[124] excited
[124] announce
[124] vr
[124] dark
[124] matter

Top Words in Tweet in G4:
[90] virtual
[88] reality
[63] vr
[56] more
[52] based
[51] toy
[51] opportunity
[51] augment
[51] intelligence
[51] check

Top Words in Tweet in G5:
[126] reality
[119] virtual
[58] #virtualreality
[26] #vr
[22] really
[20] more
[19] create
[19] facebook
[18] world
[15] solution

Top Words in Tweet in G6:
[31] oculus
[31] virtual
[28] reality
[20] facebook
[15] s
[13] zuckerberg
[13] #vr
[13] #oc6
[11] big
[10] more

Top Words in Tweet in G7:
[14] virtual
[14] reality
[10] creative
[8] vr
[8] hi
[8] thought
[8] interested
[8] event
[8] early
[8] bird

Top Words in Tweet in G8:
[45] mass
[45] shootings
[41] employees
[40] 3
[40] billion
[40] industry
[37] wow
[37] training
[37] respond
[37] now

Top Words in Tweet in G9:
[22] virtual
[19] techreview
[19] meet
[19] barry
[19] sole
[19] purpose
[19] life
[19] listen
[19] patiently
[19] protest

Top Words in Tweet in G10:
[3] lucknow
[2] pmoindia
[2] rohtas
[2] builder
[2] virtual
[2] reality
[2] respect
[2] india

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3294] virtual,reality
[349] read,more
[333] moco,ieo
[333] ieo,progress
[333] progress,p2pb2b
[331] p2pb2b,read
[330] p2pb2b,moco
[250] new,game
[225] augmented,reality
[205] more,vr

Top Word Pairs in Tweet in G1:
[1078] virtual,reality
[92] augmented,reality
[34] virtual,augmented
[30] augmented,virtual
[25] reality,app
[25] reality,headset
[23] reality,vr
[23] reality,virtual
[21] hand,tracking
[20] medal,honor

Top Word Pairs in Tweet in G2:
[333] moco,ieo
[333] ieo,progress
[333] progress,p2pb2b
[331] p2pb2b,read
[331] read,more
[330] p2pb2b,moco
[200] more,vr
[200] vr,motion
[200] motion,communications
[200] communications,moco

Top Word Pairs in Tweet in G3:
[248] new,game
[124] game,alert
[124] alert,re
[124] re,excited
[124] excited,announce
[124] announce,room
[124] room,vr
[124] vr,dark
[124] dark,matter
[124] matter,new

Top Word Pairs in Tweet in G4:
[83] virtual,reality
[51] reality,more
[51] more,toy
[51] toy,opportunity
[51] opportunity,augment
[51] augment,intelligence
[51] intelligence,check
[51] check,out
[51] out,vr
[51] vr,based

Top Word Pairs in Tweet in G5:
[108] virtual,reality
[19] #vr,#virtualreality
[12] #virtualreality,#3d
[11] really,really
[11] really,love
[11] love,#oculusquest
[11] #oculusquest,want
[11] want,spend
[11] spend,more
[11] more,time

Top Word Pairs in Tweet in G6:
[26] virtual,reality
[15] facebook,s
[9] s,big
[9] even,bigger
[9] bigger,obstacles
[8] big,hopes
[8] face,even
[8] facebook's,oculus
[8] reality,win
[6] q,zuckerberg

Top Word Pairs in Tweet in G7:
[14] virtual,reality
[8] hi,thought
[8] thought,interested
[8] interested,event
[8] event,early
[8] early,bird
[8] bird,tickets
[8] tickets,going
[8] going,fast
[6] curating,limina

Top Word Pairs in Tweet in G8:
[45] mass,shootings
[40] 3,billion
[40] billion,industry
[37] wow,training
[37] training,employees
[37] employees,respond
[37] respond,mass
[37] shootings,now
[37] now,roughly
[37] roughly,3

Top Word Pairs in Tweet in G9:
[19] meet,barry
[19] barry,sole
[19] sole,purpose
[19] purpose,life
[19] life,listen
[19] listen,patiently
[19] patiently,protest
[19] protest,sob
[19] sob,little
[18] techreview,meet

Top Word Pairs in Tweet in G10:
[2] rohtas,builder
[2] builder,lucknow
[2] respect,india

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@p2pb2b
@fireproof_games
@zachernuk
@vivekagnihotri
@igorvolsky
@erikalust
@swaggersouls
@cyberanimax
@gg33___
@d_slavica

Top Mentioned in G1:
@ric9871ric
@p_g_
@togovern
@surgicalbio
@industrytoday
@alittlenomad
@mackidyork
@laptopcomposer
@cam_bio

Top Mentioned in G2:
@p2pb2b

Top Mentioned in G3:
@fireproof_games

Top Mentioned in G4:
@zachernuk
@thevrlady1
@mhinnovationcu
@oxford_vr_ltd
@girlup
@robbreport
@enterandromeda
@kentbye
@usc_ict

Top Mentioned in G5:
@propertyviewv
@activrightbrain
@pavelshlapak
@stanworld_twt
@danielburrus
@historyviewvr
@blackhammar_sg
@latrobe
@bigscreenvr
@producersguild

Top Mentioned in G6:
@oculus
@cnet
@facebook
@iansherr
@fortunemagazine
@courtneycogburn
@jetscott
@techmeme
@tnussinov
@drdesmo

Top Mentioned in G7:
@encounterssff
@_catherineallen
@bjork
@social_ben
@sunninghillccl
@helloseanking
@theangietaylor
@vrbrighton
@dom_mason
@k2rsh

Top Mentioned in G8:
@igorvolsky
@thevrara
@pixvana
@hdtaskiran
@jimmacmillan
@christian_vredu
@jordangonsalve1
@jakobmcelwain
@skhoury910
@ashleyb53877160

Top Mentioned in G9:
@techreview
@virehab
@stanford
@knowyourix
@liquid_global
@zycrypto
@fireproof_games

Top Mentioned in G10:
@pmoindia
@sandeepgupta194
@srkkush1
@fightforreraind
@dhirajk81
@ratna_keswani
@cjain9
@lotus
@hardeepspuri
@captmrinalc

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sportsbookbtc
@robinsnewswire
@environmentguru
@alhanda
@blfeed
@jokottenweb
@theindiesloth
@the_mantese
@bitfeedco

Top Tweeters in G1:
@sportsbookbtc
@robinsnewswire
@blfeed
@jokottenweb
@the_mantese
@bitfeedco
@marciojmsilva
@realdjsonly
@kleeblatt1977
@ecointernetdrgb

Top Tweeters in G2:
@dpcapturemoment
@xrscha1
@mopadesve
@jessaraguainam1
@pidpruemets
@fonsecan
@bitcoinstreetx
@kinozalanet
@cryptovegan1
@vkarkotenko

Top Tweeters in G3:
@ppiixx
@eugene_roserie
@macsnider
@jessyseonoob
@buffmarte
@shin_nington
@heyheyeso
@nemiplays
@eddiesykes_
@txster

Top Tweeters in G4:
@nembotavy_0101
@edimosip
@cipherequality
@rondellcpaul
@jeanprytyskacz
@xsp_ray
@micahstubbs
@safwankamson
@cathyhackl
@510home

Top Tweeters in G5:
@researchmrx
@grigortw
@hal_9000_ai
@thesevernsignco
@vrgamersbot
@cleardiff
@robinyearsley
@danielburrus
@jobinindia
@triplingual

Top Tweeters in G6:
@arkangelscrap
@alhanda
@sherryflrealtor
@washingtonpost
@nbcbayarea
@mediaredef
@cnet
@fortunemagazine
@rickking16
@mizna_r

Top Tweeters in G7:
@icelandcool
@guardianculture
@shopiceland
@berniejmitchell
@social_ben
@yezzer
@asffest
@darkrock
@bhcitynews
@pathadley

Top Tweeters in G8:
@billieo2
@morr_1980
@ingdamnit
@nayasala
@whtabtpineapple
@agitatorsneeded
@avonan
@segmentis
@csiswim
@wcm_justsocial

Top Tweeters in G9:
@techjunkiejh
@alybraly
@techreview
@truthraiderhq
@stopvirtuastalk
@oceanswhisper94
@najamuddin
@ronnyschouten
@stanford
@evry2min

Top Tweeters in G10:
@httweets
@indianexpress
@timesofindia
@thequint
@navbharattimes
@republic
@uppolice
@bjp4india
@cnbctv18news
@shashitharoor


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