Virtual reality, Twitter, 12/1/2022 5:33:53 PM, 285290


FAQ | Problem?

Virtual reality_2022-12-01_06-18-42.xlsx
Virtual reality_2022-12-01_06-18-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2022
Short Description:
Virtual reality via NodeXL https://bit.ly/3ueR6mH
@vrretweeter
@elonmusk
@sddk9981
@youtube
@vrgamersbot
@rainmaker1973
@jagdishchawla_
@newsreelsusa
@jqj743411
@michelesaylor

Top hashtags:
#metaverse
#virtual
#technology
#celebverse
#future
#home
#vr
#virtualreality

Description:
Description
The graph represents a network of 7,604 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, 01 December 2022 at 14:30 UTC.

The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 17-hour, 1-minute period from Friday, 25 November 2022 at 08:00 UTC to Thursday, 01 December 2022 at 01:01 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 : 7604
Unique Edges : 4620
Edges With Duplicates : 8400
Total Edges : 13020
Number of Edge Types : 5
Tweet : 2980
Retweet : 3401
MentionsInRetweet : 4166
Mentions : 1575
Replies to : 898
Self-Loops : 3076
Reciprocated Vertex Pair Ratio : 0.0177652332724556
Reciprocated Edge Ratio : 0.034910277324633
Connected Components : 2538
Single-Vertex Connected Components : 1446
Maximum Vertices in a Connected Component : 1585
Maximum Edges in a Connected Component : 3973
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.896228
Graph Density : 0.000106031126587466
Modularity : 0.535886
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,604 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, 01 December 2022 at 14:30 UTC.

The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 17-hour, 1-minute period from Friday, 25 November 2022 at 08:00 UTC to Thursday, 01 December 2022 at 01:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Virtual reality
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[55] https://twinybots.ch/
[49] https://vrtravel.typeform.com/to/NCYBvY
[43] http://www.reuters.com/
[23] https://twitter.com/celebverselive/status/1596433697695100928
[20] https://onpassive.com/blog/how-is-video-marketing-affected-by-virtual-reality-in-2022/
[18] https://www.esri.com/en-us/lg/industry/education/virtual-reality-with-gis-in-classrooms-webinar?aduc=Social&aduca=CRASchools&aduco=q4-2022-vr-webinar&adum=External&adusf=Twitter&sf_id=7015x000001Rco1AAC&utm_source=Social&adusf=twitter&aduc=gised&adut=7fc7f5a2-0f22-4757-a4a9-8e83092aa2e8
[18] https://dribbble.com/shots/20012489-Apoox-Virtual-Reality-Services-Landing-Page-Website
[17] https://howl.me/ciA3QVbWyqk
[17] https://www.amazon.com/Cupertino-256GB-Oculus-Quest-2/dp/B09Z7JPTX4?&linkCode=shr&tag=rashadayesmin-20&language=en_US&ref_=as_li_ss_shr&creativeASIN=B09Z7JPTX4&camp=213733&creative=undefined&linkId=f56e96d15f1d105d798f7d7d7e0f45ad
[15] https://twitter.com/celebverselive/status/1595701986485493760

Top URLs in Tweet in G1:
[49] https://vrtravel.typeform.com/to/NCYBvY
[20] https://onpassive.com/blog/how-is-video-marketing-affected-by-virtual-reality-in-2022/
[15] https://www.twitch.tv/donnamagazinestore
[12] https://twinybots.ch/
[9] https://dribbble.com/shots/20012489-Apoox-Virtual-Reality-Services-Landing-Page-Website
[8] https://digiday.jp/brands/marketers-bring-web3-to-the-fifa-world-cup-with-augmented-reality-nfts-and-virtual-worlds/
[7] https://www.nbcnews.com/health/health-news/virtual-reality-mental-health-rcna58602
[6] https://www.reuters.com/technology/virtual-reality-tools-offer-escape-blockaded-gaza-youth-2022-11-24/
[6] https://immixproductions.com/learn/metaverse-and-virtual-reality-transforming-health-care-with-3d-detailed-anatomical-renderings/
[6] https://www.newscientist.com/article/2337889-drones-on-strings-could-puppeteer-people-in-virtual-reality/

Top URLs in Tweet in G2:
[42] https://twinybots.ch/
[12] https://www.esri.com/en-us/lg/industry/education/virtual-reality-with-gis-in-classrooms-webinar?aduc=Social&aduca=CRASchools&aduco=q4-2022-vr-webinar&adum=External&adusf=Twitter&sf_id=7015x000001Rco1AAC&utm_source=Social&adusf=twitter&aduc=gised&adut=7fc7f5a2-0f22-4757-a4a9-8e83092aa2e8
[12] https://vrvisiongroup.com/eliminating-workplace-injury-with-digital-twins-and-virtual-reality/
[10] https://news.google.com/__i/rss/rd/articles/CBMicWh0dHBzOi8vd3d3LmJ1c2luZXNzaW5zaWRlci5jb20vbWV0YS1mYWNlYm9vay12aXJ0dWFsLXJlYWxpdHktcHJvZHVjZXItaGVyLXR5cGljYWwtZGF5LWhlYWRzZXQtYmVla2VlcGluZy0yMDIyLTEx0gEA?oc=5
[9] https://dribbble.com/shots/20012489-Apoox-Virtual-Reality-Services-Landing-Page-Website
[8] https://www.xrtoday.com/virtual-reality/extended-reality-in-education-is-it-the-future-of-instruction/
[6] https://www.dallasnews.com/business/real-estate/2022/11/26/cbre-built-an-office-in-the-metaverse-where-nobody-will-have-a-desk/
[6] https://itunes.apple.com/app/neo-virtual-reality-for-reddit/id1013650716
[6] https://www.businessinsider.com/meta-facebook-virtual-reality-producer-her-typical-day-headset-beekeeping-2022-11?r=US&IR=T
[5] https://www.ukauthority.com/articles/special-educational-needs-school-deploys-vr-application/

Top URLs in Tweet in G3:
[1] https://old.reddit.com/r/gifs/comments/ttkohd/flying_a_fighter_jet_in_virtual_reality/
[1] https://www.reddit.com/r/gaming/comments/tsb0lq/if_you_went_back_in_time_and_showed_this_to/i2qo68h/?utm_source=reddit&utm_medium=usertext&utm_name=gifs&utm_content=t1_i2ye20l
[1] https://www.buildingpointsoutheast.com/product-solutions/mixed-reality-construction-industry/
[1] https://imgur.com/gallery/vr3mO1D
[1] https://youtu.be/GZhxO0uIpZM

Top URLs in Tweet in G4:
[1] https://www.famecoin.ai/

Top URLs in Tweet in G5:
[6] https://discord.com/invite/8HNNJDVbmY
[6] https://t.me/tagspace_chat
[3] https://tagspace.com/
[2] https://tagspace.com/metaverse
[1] https://twitter.com/i/web/status/1598110710768492545
[1] https://twitter.com/i/web/status/1598096380903403520
[1] https://twitter.com/i/web/status/1597695492343107589
[1] https://twitter.com/i/web/status/1597857458781065216
[1] https://twitter.com/i/web/status/1597958432770121729
[1] https://twitter.com/i/web/status/1597958500977475585

Top URLs in Tweet in G6:
[1] https://bit.ly/3s1sP2G

Top URLs in Tweet in G7:
[21] https://twitter.com/celebverselive/status/1596433697695100928
[13] https://twitter.com/celebverselive/status/1595701986485493760
[13] https://twitter.com/celebverselive/status/1597547785150435329
[12] https://twitter.com/celebverselive/status/1595319672974430209
[10] https://twitter.com/celebverselive/status/1595320721948803072
[8] https://celebverse.live
[6] https://twitter.com/celebverselive/status/1589919560496721920
[5] https://twitter.com/celebverselive/status/1590258001088479232
[5] https://twitter.com/celebverselive/status/1590239679210999811
[5] https://twitter.com/celebverselive/status/1593165747169431552

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1597572047047008256
[1] https://twitter.com/i/web/status/1597571745405292544
[1] https://twitter.com/i/web/status/1597571825432547329
[1] https://twitter.com/i/web/status/1597571928440463361
[1] https://twitter.com/i/web/status/1597545633120137216
[1] https://twitter.com/i/web/status/1597462483140509697
[1] https://twitter.com/i/web/status/1597462570952462342
[1] https://twitter.com/i/web/status/1597462716733886464
[1] https://twitter.com/i/web/status/1597462084459327490
[1] https://twitter.com/i/web/status/1597462509207793664

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1597438811495337984
[1] https://twitter.com/i/web/status/1597644006791729152
[1] https://twitter.com/i/web/status/1597482875200626688
[1] https://twitter.com/i/web/status/1597252501551476737
[1] https://www.youtube.com/watch?v=NQSBn50o_8M


Top Domains
Top Domains in Tweet in Entire Graph:
[1221] twitter.com
[168] amazon.com
[97] youtube.com
[55] twinybots.ch
[54] reuters.com
[51] xrtoday.com
[49] typeform.com
[48] google.com
[41] co.uk
[34] howl.me

Top Domains in Tweet in G1:
[420] twitter.com
[100] amazon.com
[49] typeform.com
[30] twitch.tv
[28] youtube.com
[20] onpassive.com
[14] xrtoday.com
[14] co.uk
[13] medium.com
[13] karlywegner.com

Top Domains in Tweet in G2:
[65] twitter.com
[42] twinybots.ch
[41] youtube.com
[36] google.com
[28] xrtoday.com
[12] esri.com
[12] vrvisiongroup.com
[9] dribbble.com
[7] interestingengineering.com
[7] businessinsider.com

Top Domains in Tweet in G3:
[2] reddit.com
[1] buildingpointsoutheast.com
[1] imgur.com
[1] youtu.be

Top Domains in Tweet in G4:
[1] famecoin.ai

Top Domains in Tweet in G5:
[106] twitter.com
[6] discord.com
[6] t.me
[5] tagspace.com
[1] coinmarketcap.com
[1] amazingvr.shop
[1] roleplayer.me
[1] nature.com

Top Domains in Tweet in G6:
[1] bit.ly

Top Domains in Tweet in G7:
[201] twitter.com
[9] celebverse.live
[3] youtube.com
[2] augmentworks.com
[2] amazon.com
[2] aliexpress.com
[1] bdtechtalks.com
[1] aixr.org
[1] kit.co
[1] paper.li

Top Domains in Tweet in G9:
[30] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[731] metaverse
[473] virtual
[450] technology
[420] celebverse
[417] future
[411] home
[379] vr
[323] virtualreality
[124] nft
[101] reality



Top Hashtags in Tweet in G1:
[108] metaverse
[70] vr
[42] virtual
[38] technology
[37] etourism
[33] nft
[32] future
[31] reality
[30] home
[29] celebverse

Top Hashtags in Tweet in G2:
[192] virtualreality
[164] vr
[50] metaverse
[42] ar
[30] digital
[30] xr
[27] ai
[23] innovation
[21] marketing
[21] business

Top Hashtags in Tweet in G5:
[27] metaverse
[20] life
[18] virtual
[15] reality
[15] web3
[10] nftcommunity
[10] nftcollectibles
[9] qatar2022
[8] fifaworldcup
[8] lifestyle

Top Hashtags in Tweet in G6:
[59] kbtc22

Top Hashtags in Tweet in G7:
[387] celebverse
[386] virtual
[385] metaverse
[385] technology
[379] future
[377] home
[30] reality
[14] virtualreality
[11] virtual_reality
[10] vr

Top Hashtags in Tweet in G9:
[26] metaverse
[25] alveychain
[20] alvey
[19] nft
[19] blockchain
[19] vr
[16] vrexchangefuture
[1] vrexchange
[1] btc
[1] bnb

Top Words
Top Words in Tweet in Entire Graph:
[6486] reality
[6004] virtual
[1055] vr
[907] first
[890] world
[731] #metaverse
[726] experience
[660] augmented
[503] metaverse
[477] #virtual

Top Words in Tweet in G1:
[1744] reality
[1687] virtual
[304] vr
[153] more
[143] headset
[129] metaverse
[124] world
[113] augmented
[112] game
[108] #metaverse

Top Words in Tweet in G2:
[493] reality
[469] virtual
[192] #virtualreality
[164] #vr
[110] vr
[66] news
[58] breaking
[50] #metaverse
[43] augmented
[42] #ar

Top Words in Tweet in G3:
[550] first
[281] reality
[279] virtual
[277] experience
[276] rainmaker1973
[275] explosion
[275] november
[275] nuclear
[275] detonated
[275] hand

Top Words in Tweet in G4:
[218] today
[218] virtual
[218] powered
[218] mostly
[218] events
[218] vr
[218] plethora
[218] augmented
[218] technology
[218] possibilities

Top Words in Tweet in G5:
[183] virtual
[112] reality
[110] world
[71] arab
[71] first
[47] elonmusk
[46] nemolandkingdom
[44] concept
[44] change
[27] create

Top Words in Tweet in G6:
[81] virtual
[81] reality
[78] december
[77] nature
[77] boat
[77] enjoy
[77] cruise
[77] day
[77] football
[74] view

Top Words in Tweet in G7:
[431] reality
[387] #celebverse
[386] #virtual
[385] #technology
[385] #metaverse
[379] #future
[377] #home
[234] celebverselive
[151] project
[120] celebverse

Top Words in Tweet in G8:
[96] upset
[96] reality
[96] ten
[96] shoots
[96] headset
[96] over
[96] kills
[96] old
[96] mother
[96] virtual

Top Words in Tweet in G9:
[35] virtual
[26] #metaverse
[25] #alveychain
[22] reality
[21] first
[20] walv
[20] #alvey
[19] #nft
[19] #blockchain
[19] #vr

Top Words in Tweet in G10:
[61] reality
[57] imagine
[40] virtual
[30] life
[29] difficult
[29] hack
[29] middle
[29] things
[29] perceive
[29] biggest

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4854] virtual,reality
[509] augmented,reality
[410] #future,#technology
[410] #technology,#home
[407] #metaverse,#celebverse
[400] #celebverse,#virtual
[368] #virtual,reality
[353] reality,#future
[283] first,hand
[283] world,first

Top Word Pairs in Tweet in G1:
[1443] virtual,reality
[83] augmented,reality
[70] reality,headset
[63] reality,vr
[53] reality,virtual
[49] reality,reisen
[49] reisen,klick
[47] reality,game
[46] vr,headset
[37] reality,headsets

Top Word Pairs in Tweet in G2:
[425] virtual,reality
[57] breaking,#virtualreality
[57] #virtualreality,news
[32] #vr,#virtualreality
[31] digital,twins
[30] augmented,reality
[25] reality,help
[24] injury,digital
[24] vr,producer
[24] workplace,injury

Top Word Pairs in Tweet in G3:
[275] experience,nuclear
[275] first,hand
[275] explosion,first
[275] detonated,world
[275] november,1952
[275] reality,november
[275] nuclear,explosion
[275] virtual,reality
[275] 1952,detonated
[275] hand,virtual

Top Word Pairs in Tweet in G4:
[218] virtual,events
[218] technology,brings
[218] plethora,possibilities
[218] possibilities,today
[218] augmented,reality
[218] mostly,powered
[218] today,virtual
[218] vr,augmented
[218] events,mostly
[218] powered,vr

Top Word Pairs in Tweet in G5:
[86] virtual,reality
[48] virtual,world
[46] first,arab
[46] nemolandkingdom,first
[46] arab,virtual
[44] world,change
[44] concept,virtual
[44] change,concept
[25] create,build
[25] virtual,arab

Top Word Pairs in Tweet in G6:
[81] virtual,reality
[77] day,december
[77] cruise,football
[77] boat,cruise
[74] december,view
[74] enjoy,boat
[74] nature,enjoy
[74] view,nature
[60] augmented,virtual
[59] reality,#kbtc22

Top Word Pairs in Tweet in G7:
[377] #future,#technology
[377] #technology,#home
[374] #metaverse,#celebverse
[367] #celebverse,#virtual
[347] #virtual,reality
[340] reality,#future
[82] #home,celebverselive
[70] virtual,reality
[66] celebverselive,#metaverse
[45] celebverse,#metaverse

Top Word Pairs in Tweet in G8:
[96] old,boy
[96] mother,milwaukee
[96] reality,headset
[96] fatally,shoots
[96] boy,upset
[96] kills,mother
[96] over,virtual
[96] year,old
[96] headset,fatally
[96] upset,over

Top Word Pairs in Tweet in G9:
[20] #alveychain,#alvey
[20] #alvey,walv
[20] walv,#metaverse
[20] virtual,reality
[19] #blockchain,#vr
[19] #nft,#blockchain
[19] #metaverse,#nft
[16] near,world's
[16] #vr,#vrexchangefuture
[16] first,virtual

Top Word Pairs in Tweet in G10:
[35] virtual,reality
[29] things,perceive
[29] hack,unironically
[29] middle,end
[29] life,hack
[29] biggest,life
[29] imagine,middle
[29] perceive,difficult
[29] end,things
[29] unironically,imagine

Top Replied-To
Top Replied-To in Entire Graph:
@celebverselive
@elonmusk
@nikolaev_r84
@jordanbpeterson
@theellenshow
@altcryptogems
@whalechart
@graysavarese
@gprime85

Top Replied-To in G1:
@nanoputty

Top Replied-To in G2:
@bettridgeschool
@yurwellness
@assemblingincl1
@nathievr
@youtube

Top Replied-To in G5:
@elonmusk
@altcryptogems
@coinmarketcap
@mrrealwhale
@mattwallace888
@themooncarl
@neuralink
@davincij15
@monsterscoins
@cryptoworld202

Top Replied-To in G7:
@celebverselive
@iamitbhadana
@wa2138

Top Replied-To in G9:
@nikolaev_r84
@elonmusk
@okx
@whalechart
@ekinalbayrak9
@binance
@mrbigwhaleceo
@naboxwallet
@coinkolik
@bnbchain

Top Replied-To in G10:
@jordanbpeterson
@gprime85
@lailamickelwait
@elonmusk
@realhayman
@calibure0s

Top Mentioned
Top Mentioned in Entire Graph:
@rainmaker1973
@fameinfinity_
@celebverselive
@raphousetv2
@kwarabuild
@swiftxr_io
@yasmin2186
@adeewunmi
@thefigen_
@nemolandkingdom

Top Mentioned in G1:
@renderuntocaesa
@galaxy_skyverse
@vrbb_1
@stephaniesays66
@afloatmagazine
@mohammed_shana
@theinstockroom
@ilearn2primary
@chadgoodman

Top Mentioned in G2:
@youtube
@pdh_metaverse
@vrvisioninc
@tides_study
@pixeledpip
@mr_masuds
@xrtoday
@gigadgets_
@mixed_de
@m6sports

Top Mentioned in G3:
@rainmaker1973

Top Mentioned in G4:
@fameinfinity_

Top Mentioned in G5:
@nemolandkingdom
@elonmusk
@fifaworldcup
@cubist_pg
@tim_cook
@cnn
@neuralink
@kudzuwood
@1776eagles
@arrahman

Top Mentioned in G6:
@kwarabuild
@swiftxr_io
@adeewunmi
@ajo_afe
@akinpeluyusuph

Top Mentioned in G7:
@celebverselive
@sdhawan25
@vault_hill
@valaafshar
@alamin55b
@miacreation19
@1davidclarke
@iamitbhadana
@urmi1314

Top Mentioned in G8:
@raphousetv2

Top Mentioned in G9:
@alveychain
@posmonceo
@binance
@cz_binance
@yieldguild
@dotbithq
@nuls
@okx
@fenbushi
@thirdverse_jp

Top Mentioned in G10:
@owenbroadcast
@dehreard
@gprime85
@jordanbpeterson
@nichegamer

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@sectest9
@paul_cude
@bmurphypointman
@chidambara09
@nblackthorne
@andyvermaut
@gambiste1
@alhanda
@falconhamada_90

Top Tweeters in G1:
@andyvermaut
@rockfileradio
@3wombats
@denniskoch10
@fleming77
@seasonsgala
@swissbusiness
@wellness4you13
@myrmecoleon
@tsugiradio

Top Tweeters in G2:
@evankirstel
@metaquest
@godfrey_g_
@ucloudify
@jeffbullas
@vrretweeter
@financialxpress
@suriyasubraman
@hplbot
@stanleyepstein

Top Tweeters in G3:
@ma08yukikaze
@maurlind
@artstrada
@vikkik88
@tizianabtz
@alexbellars
@richardwiddows
@cmdr_drsyell
@dh_a_heller
@jeffreyjdean

Top Tweeters in G4:
@rafiqul03010073
@ahmedta46302318
@malektqsh
@novan_shahadat
@mdazmalhossain3
@honarmandakbar
@obhi19457860
@saidbahloul8
@ares42540716
@shirjil2015

Top Tweeters in G5:
@foxnews
@stillgray
@abc
@cnn
@nba
@therealfs0c1ety
@benshapiro
@mls
@st_western
@patsladi99

Top Tweeters in G6:
@wintermarlis
@kwarms__
@abdulltwits
@shonibareee
@iam_thesnowman
@japhetho
@phisco_
@iamjameaze
@moyosoreolu_wa
@shegoluv_

Top Tweeters in G7:
@sectest9
@cybersecurityn8
@o_fabriciosouza
@researchmrx
@today_deep_moon
@valaafshar
@jsvgjpcxsp2e3gr
@sahilku46927290
@kcluckyk
@praveen97569788

Top Tweeters in G8:
@theshugmovement
@kingsmoothdon
@youngcongo
@_lanimuva
@samii_utd
@susboywonder
@jibreelstar
@obn64k
@wangesus
@lovesoverated_

Top Tweeters in G9:
@eljaboom
@richardheartwin
@raditiadimas_
@ftlive
@coinkolik
@spicyrose695
@binance
@bscnews
@whalechart
@okx

Top Tweeters in G10:
@mwmjenard
@cbrewer
@kfaraday
@el_bigotemuerte
@mcmason1984
@jadeatrophis
@ladydemosthenes
@arisakaaya
@nichegamer
@walk1ngparad0xx