Virtual reality, Twitter, 3/16/2023 1:31:11 PM, 291352


FAQ | Problem?

Virtual reality_2023-03-16_06-18-42.xlsx
Virtual reality_2023-03-16_06-18-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2023
Short Description:
Virtual reality via NodeXL https://bit.ly/3YXhtdU
@vrretweeter
@cphonkstudios
@meta
@coinmarketcap
@brainxchange
@unfoldlabs
@unrealengine
@drsharwood
@inkstall
@ronald_vanloon

Top hashtags:
#vr
#virtualreality
#halisworld
#metaverse
#nft
#ar
#virtual
#gaming
#kadena

Description:
Description
The graph represents a network of 5,631 Twitter users whose recent tweets contained "Virtual reality", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 13:24 UTC.

The tweets in the network were tweeted over the 2393-day, 6-hour, 45-minute period from Thursday, 25 August 2016 at 17:15 UTC to Thursday, 16 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5631
Unique Edges : 3508
Edges With Duplicates : 7901
Total Edges : 11409
Number of Edge Types : 9
Retweet : 2749
MentionsInRetweet : 3860
Tweet : 1659
Replies to : 824
MentionsInReplyTo : 1198
Mentions : 958
Quote : 93
MentionsInQuote : 38
MentionsInQuoteReply : 30
Self-Loops : 2166
Reciprocated Vertex Pair Ratio : 0.0333643988816403
Reciprocated Edge Ratio : 0.0645743145743146
Connected Components : 1612
Single-Vertex Connected Components : 798
Maximum Vertices in a Connected Component : 584
Maximum Edges in a Connected Component : 1838
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.794619
Graph Density : 0.000174875632954215
Modularity : 0.532248
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,631 Twitter users whose recent tweets contained "Virtual reality", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 13:24 UTC.

The tweets in the network were tweeted over the 2393-day, 6-hour, 45-minute period from Thursday, 25 August 2016 at 17:15 UTC to Thursday, 16 March 2023 at 00:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[101] https://www.pinksale.finance/launchpad/0x33752562aDd6E9F3FDA5590A272b3802E9967b2F?chain=BSC
[40] https://twitter.com/aikge/status/1635570262803632139/photo/1
[28] https://vrvisiongroup.com/the-future-of-virtual-reality-in-the-workplace/
[28] https://www.futurity.org/virtual-reality-wide-awake-surgery-anxiety-2884582/
[27] https://twinybots.ch/
[25] https://opensea.io/assets/matic/0x2953399124f0cbb46d2cbacd8a89cf0599974963/17229061811350658569556237576669598578258773581425761345894421259731431587841/
[19] https://www.amazon.in/dp/B0BVG9F7CR
[19] https://vrtravel.typeform.com/to/NCYBvY
[18] https://t.me/metafacenft
[17] https://twitter.com/sekiguchiaimi/status/1268715625184030720/video/1

Top URLs in Tweet in G1:
[19] https://vrtravel.typeform.com/to/NCYBvY
[15] https://twinybots.ch/
[9] https://www.futurity.org/virtual-reality-wide-awake-surgery-anxiety-2884582/
[9] https://vrvisiongroup.com/the-future-of-virtual-reality-in-the-workplace/
[4] https://twitter.com/BerewaEdward/status/1636040945656377344/photo/1
[4] https://twitter.com/ktufsd/status/1636046556070658054/photo/1
[4] https://twitter.com/secretcinema1/status/1511658866349641731/photo/1
[4] https://twitter.com/MartinaTruche/status/1635405869793034240/photo/1
[4] https://twitter.com/StBartsCofE/status/1635962670728847360/photo/1
[4] https://twitter.com/JTLAPK1979/status/1635683499444240385/photo/1

Top URLs in Tweet in G2:
[17] https://vrvisiongroup.com/the-future-of-virtual-reality-in-the-workplace/
[11] https://twinybots.ch/
[9] https://www.futurity.org/virtual-reality-wide-awake-surgery-anxiety-2884582/
[6] https://gleam.io/09NGU/psvr2-giveaway
[4] https://twitter.com/humelearning/status/1635904750058106881/photo/1
[4] https://twitter.com/sysmetis_it_sol/status/1635593360164487168/photo/1
[4] https://twitter.com/StAnthonysHUMS/status/1636030838717440002/photo/1
[3] https://twitter.com/humelearning/status/1636009661504659459/photo/1
[3] https://twitter.com/humelearning/status/1635615562255433730/photo/1
[3] https://twitter.com/GeroldBaier/status/1636106339398082569/photo/1

Top URLs in Tweet in G3:
[8] https://tricksworld01.blogspot.com/2023/03/Virtual-reality.html
[4] https://twitter.com/i/spaces/1kvKpmjgXQLGE
[4] https://twitter.com/Jasonmondragon_/status/1635909694165229569/photo/1
[4] https://twitter.com/Jasonmondragon_/status/1635297438968983553/photo/1
[3] https://twitter.com/svpino/status/1635611742008147968
[3] https://www.barrons.com/articles/apple-stock-virtual-reality-headset-b4703797
[2] https://twitter.com/elonmusk/status/1635885881633431552
[2] https://twitter.com/CertiKCommunity/status/1635334794396717056
[2] https://twitter.com/alvey_mr/status/1635510596782399489/photo/1
[2] https://twitter.com/spacemxsk/status/1635654418631913479/photo/1

Top URLs in Tweet in G4:
[1] https://twitter.com/MoutaiGlobal/status/1634902059647639552/photo/1

Top URLs in Tweet in G5:
[1] https://twitter.com/elvishmagicpad/status/1635568780708290562/photo/1
[1] https://t.me/elvishmagic
[1] https://twitter.com/i/web/status/1635343038548418580
[1] https://twitter.com/Cryptogemsguru/status/1635343038548418580/photo/1
[1] https://twitter.com/elvishmagicpad/status/1635568780708290562

Top URLs in Tweet in G6:
[100] https://www.pinksale.finance/launchpad/0x33752562aDd6E9F3FDA5590A272b3802E9967b2F?chain=BSC
[1] https://twitter.com/i/web/status/1635952996021420035
[1] https://twitter.com/DutchspaceX/status/1635952996021420035/photo/1
[1] https://twitter.com/HalisWorldHLS/status/1635990614713028608/photo/1

Top URLs in Tweet in G7:
[19] https://www.amazon.in/dp/B0BVG9F7CR
[16] https://www.amazon.in/dp/B0BWK6W5SM
[6] https://www.unrealengine.com/ja/developer-interviews/why-ukiyo-is-a-casual-game-about-escaping-a-japanese-virtual-reality
[4] https://www.aeddon.com/
[2] https://www.virtuality.fr/registration/627ba47bbf9714087cd03dd1?force_new_registration=true
[2] https://mixed-news.com/en/nerf-guide-virtual-reality/?utm_content=241528960&utm_medium=social&utm_source=twitter&hss_channel=tw-3004145385
[2] https://twitter.com/BrainXchange/status/1635989230210908161/photo/1
[1] https://twitter.com/AeddonMetaverse/status/1620723754245492739/photo/1
[1] https://twitter.com/AeddonMetaverse/status/1635296615283195904/video/1
[1] https://twitter.com/AeddonMetaverse/status/1633814975264243712/photo/1

Top URLs in Tweet in G8:
[1] https://www.pinksale.finance/launchpad/0x33752562aDd6E9F3FDA5590A272b3802E9967b2F?chain=BSC
[1] https://t.me/HalisWorldGlobal

Top URLs in Tweet in G9:
[17] https://twitter.com/sekiguchiaimi/status/1268715625184030720/video/1
[16] https://academy.binance.com/en/articles/can-there-be-more-than-one-metaverse?ref=AZTKZ9XS&utm_source=BinanceTwitter&utm_medium=GlobalSocial&utm_campaign=GlobalSocial
[1] https://academy.binance.com/en/articles/what-is-the-metaverse?ref=AZTKZ9XS&utm_source=BinanceTwitter&utm_medium=GlobalSocial&utm_campaign=GlobalSocial
[1] https://academy.binance.com/en/articles/which-companies-have-stocks-in-the-metaverse?ref=AZTKZ9XS&utm_source=BinanceTwitter&utm_medium=GlobalSocial&utm_campaign=GlobalSocial
[1] https://academy.binance.com/en/articles/global-companies-building-up-the-metaverse/?ref=AZTKZ9XS&utm_source=BinanceTwitter&utm_medium=GlobalSocial&utm_campaign=GlobalSocial
[1] https://twitter.com/TheBinanceNFT/status/1404710639013142528/photo/1

Top URLs in Tweet in G10:
[1] https://gleam.io/contest/psvr2

Top Domains
Top Domains in Tweet in Entire Graph:
[1683] twitter.com
[101] pinksale.finance
[52] youtube.com
[37] t.me
[36] amazon.in
[31] amazon.com
[29] co.uk
[28] vrvisiongroup.com
[28] futurity.org
[27] twinybots.ch

Top Domains in Tweet in G1:
[423] twitter.com
[19] typeform.com
[18] dmm.com
[18] linkedin.com
[17] amazon.com
[15] youtube.com
[15] twinybots.ch
[11] google.com
[10] healthbuzer.com
[9] futurity.org

Top Domains in Tweet in G2:
[99] twitter.com
[17] vrvisiongroup.com
[11] twinybots.ch
[9] futurity.org
[7] youtube.com
[6] xrtoday.com
[6] gleam.io
[4] paper.li
[4] dummies.com
[3] medium.com

Top Domains in Tweet in G3:
[44] twitter.com
[8] blogspot.com
[3] barrons.com
[1] cointelegraph.com
[1] certik.com
[1] theblock.co
[1] trib.al
[1] google.com
[1] bloomberg.com
[1] inverse.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] t.me

Top Domains in Tweet in G6:
[100] pinksale.finance
[3] twitter.com

Top Domains in Tweet in G7:
[52] twitter.com
[35] amazon.in
[8] unrealengine.com
[4] aeddon.com
[2] virtuality.fr
[2] mixed-news.com
[1] discord.com
[1] linkedin.com
[1] freelancer.com
[1] binance.me

Top Domains in Tweet in G8:
[1] pinksale.finance
[1] t.me

Top Domains in Tweet in G9:
[19] binance.com
[18] twitter.com

Top Domains in Tweet in G10:
[1] gleam.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[372] vr
[258] virtualreality
[190] halisworld
[173] metaverse
[78] nft
[73] ar
[68] virtual
[58] gaming
[51] kadena
[48] art



Top Hashtags in Tweet in G1:
[50] vr
[49] virtualreality
[36] metaverse
[13] virtual
[13] technology
[13] ar
[12] ai
[12] blockchain
[12] etourism
[11] reality

Top Hashtags in Tweet in G2:
[117] vr
[98] virtualreality
[30] oculus
[25] metaverse
[25] meta
[23] federal
[23] facebook
[23] supernatural
[18] ar
[11] augmentedreality

Top Hashtags in Tweet in G3:
[4] alveychain
[3] vr
[3] free
[3] blockchain
[2] certik
[2] vrexchange
[2] crypto
[2] metaverse
[2] ai
[2] alvey

Top Hashtags in Tweet in G4:
[1] moutai
[1] china
[1] moreinspiration

Top Hashtags in Tweet in G6:
[100] halisworld
[1] binance
[1] metaverse

Top Hashtags in Tweet in G7:
[46] vr
[36] virtualreality
[23] ar
[19] tech
[16] hci
[14] mixedreality
[11] unrealengine
[10] innovation
[9] ui
[9] ux

Top Hashtags in Tweet in G8:
[90] halisworld

Top Hashtags in Tweet in G9:
[17] vrpainting
[17] tiltbrush
[17] vrアート
[13] nft
[1] 100creators

Top Words
Top Words in Tweet in Entire Graph:
[4353] virtual
[4175] reality
[822] metaverse
[741] vr
[593] world
[388] experience
[377] more
[372] #vr
[362] digital
[340] today

Top Words in Tweet in G1:
[989] reality
[971] virtual
[223] vr
[138] metaverse
[117] ar
[113] more
[107] augmented
[102] world
[92] experience
[71] technology

Top Words in Tweet in G2:
[271] virtual
[252] reality
[117] #vr
[103] vr
[98] #virtualreality
[44] future
[36] world
[30] technology
[30] #oculus
[28] metaverse

Top Words in Tweet in G3:
[77] reality
[76] virtual
[41] elonmusk
[34] exchange
[27] alveychain
[22] certikcommunity
[21] alvey
[21] first
[17] future
[17] vr

Top Words in Tweet in G4:
[250] metaverse
[128] digital
[125] hear
[125] blend
[125] mt
[125] xunfeng
[125] virtual
[125] world
[125] third
[125] reality

Top Words in Tweet in G5:
[130] nft
[130] marketplace
[129] virtual
[129] reality
[129] integrated
[128] ll
[128] test
[128] live
[105] first
[104] metaverse

Top Words in Tweet in G6:
[104] virtual
[103] today
[102] utc
[102] halisworldhls
[102] 14
[102] 00
[101] pinksale
[100] #halisworld
[100] fairlaunch
[99] hls

Top Words in Tweet in G7:
[119] virtual
[100] reality
[64] development
[46] #vr
[44] read
[37] aeddonmetaverse
[36] #virtualreality
[32] ukiyo_info
[32] unreal
[30] unrealengine

Top Words in Tweet in G8:
[90] bnb
[90] fairlaunch
[90] cap
[90] soft
[90] reality
[90] buy
[90] tax
[90] live
[90] platform
[90] today

Top Words in Tweet in G9:
[74] binance
[64] virtual
[52] reality
[48] metaverse
[48] companies
[33] world
[32] big
[29] sekiguchiaimi
[18] space
[17] vrを使って立体の絵を描いてます

Top Words in Tweet in G10:
[87] way
[87] line
[87] coming
[87] virtual
[87] generation
[87] playstation
[87] easter
[87] win
[87] vr2
[87] next

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3441] virtual,reality
[225] augmented,reality
[148] digital,world
[131] nft,marketplace
[130] reality,platform
[129] marketplace,integrated
[128] test,live
[128] integrated,virtual
[128] ll,test
[128] world,metaverse

Top Word Pairs in Tweet in G1:
[788] virtual,reality
[84] augmented,reality
[44] reality,vr
[41] reality,ar
[38] reality,headset
[26] 360,virtual
[26] artificial,intelligence
[26] reality,technology
[25] vr,virtual
[25] virtual,augmented

Top Word Pairs in Tweet in G2:
[229] virtual,reality
[23] #oculus,#supernatural
[23] move,forward
[23] reality,deal
[23] #federal,#facebook
[23] judge,meta
[23] deal,move
[23] meta,virtual
[23] #facebook,#oculus
[23] #meta,#federal

Top Word Pairs in Tweet in G3:
[64] virtual,reality
[23] reality,exchange
[18] first,virtual
[13] world's,first
[11] unprecedented,tech
[11] presented,alveychain
[11] future,near
[11] alveychain,unprecedented
[11] exchange,presented
[11] tech,alvey

Top Word Pairs in Tweet in G4:
[125] third,mt
[125] reality,hear
[125] blend,virtual
[125] metaverse,blend
[125] mt,metaverse
[125] world,metaverse
[125] hear,xunfeng
[125] xunfeng,digital
[125] virtual,reality
[125] digital,world

Top Word Pairs in Tweet in G5:
[130] nft,marketplace
[129] marketplace,integrated
[129] virtual,reality
[128] ll,test
[128] integrated,virtual
[128] test,live
[103] world's,first
[103] first,ai
[103] ai,metaverse
[103] reality,world's

Top Word Pairs in Tweet in G6:
[102] 00,utc
[102] today,14
[102] 14,00
[99] halisworldhls,hls
[99] hls,today
[99] #halisworld,virtual
[99] fairlaunch,halisworldhls
[99] utc,pinksale
[99] pinksale,#halisworld
[98] dutchspacex,fairlaunch

Top Word Pairs in Tweet in G7:
[78] virtual,reality
[29] art,virtual
[29] reality,development
[24] interview,founders
[24] made,early
[24] entry,made
[24] unreal,engine
[24] engine,low
[24] read,interview
[24] ukiyo_info,possible

Top Word Pairs in Tweet in G8:
[90] reality,platform
[90] today,pinksale
[90] pinksale,50
[90] soft,cap
[90] live,today
[90] #halisworld,fairlaunch
[90] cap,buy
[90] fairlaunch,live
[90] 50,bnb
[90] sell,tax

Top Word Pairs in Tweet in G9:
[52] virtual,reality
[45] binance,metaverse
[32] big,companies
[18] reality,space
[17] #tiltbrush,#vrアート
[17] world,virtual
[17] vrを使って立体の絵を描いてます,3dpainting
[17] 3dpainting,virtual
[17] space,#vrpainting
[17] #vrpainting,#tiltbrush

Top Word Pairs in Tweet in G10:
[87] reality,coming
[87] line,easter
[87] brand,playstation
[87] virtual,reality
[87] generation,virtual
[87] vr2,headset
[87] next,generation
[87] coming,way
[87] way,line
[87] win,brand

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@certikcommunity
@svpino
@cryptovenus__
@shibainuhodler
@talented_virtua
@daooeg
@coinmarketcap
@aeddonmetaverse
@gamespace_nfts

Top Replied-To in G1:
@biomelb
@planet360bd

Top Replied-To in G3:
@certikcommunity
@elonmusk
@svpino
@cb_doge
@scottadamssays
@potus
@robinkn89
@wintonark
@_lovelyspain_
@3_deame

Top Replied-To in G6:
@dutchspacex

Top Replied-To in G7:
@aeddonmetaverse
@cryptosroom
@vrscout
@microsoft

Top Mentioned
Top Mentioned in Entire Graph:
@moutaiglobal
@halisworldhls
@cryptogemsguru
@dutchspacex
@gems_1000x
@gleamapp
@binance
@edusqo
@fenixammunition
@meepsverse

Top Mentioned in G1:
@koe_reality
@hermajestar
@zath1973
@digitaldevnet
@brkinteractive
@maoltech
@secretcinema1
@levesterjoegr2

Top Mentioned in G2:
@itsrohitchouhan
@vrvisioninc
@0xw3gamer
@humelearning
@barcainnohub
@xrtoday
@inkstall
@dtcemanchester
@bernardbendokmd
@lerocentre

Top Mentioned in G3:
@elonmusk
@alveychain
@naur
@certik
@certikalert
@certikcommunity
@simps_ai
@aryeh13520047
@electionlegal
@nytimes

Top Mentioned in G4:
@moutaiglobal

Top Mentioned in G5:
@cryptogemsguru
@elvishmagicpad

Top Mentioned in G6:
@halisworldhls
@dutchspacex
@pinkecosystem
@gems_1000x

Top Mentioned in G7:
@aeddonmetaverse
@ukiyo_info
@unrealengine
@inkstall
@seaknotstudios
@unrealenginejp
@vr_monkey
@htcvive
@jamesvgingerich

Top Mentioned in G8:
@gems_1000x

Top Mentioned in G9:
@binance
@sekiguchiaimi
@thebinancenft

Top Mentioned in G10:
@gleamapp

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@teamyoutube
@chidambara09
@marciojmsilva
@tvin270584
@orgetorix
@indiegamesdevel
@mhall55nine
@newsfilterio
@janromes

Top Tweeters in G1:
@newsfilterio
@inquirerdotnet
@seasonsgala
@dinamotracklist
@headlines_daily
@shehzadyounis
@tbs_broadcast
@mixed_text
@eprnetwork
@0xfoxos

Top Tweeters in G2:
@chidambara09
@vrretweeter
@edimosip
@shi4tech
@abcnews
@itsrohitchouhan
@spirosmargaris
@ameen_media
@fabriziobustama
@playgamesmovies

Top Tweeters in G3:
@business
@businessinsider
@nytimes
@wsj
@marketwatch
@itbegins2012
@foxbusiness
@cnnbusiness
@venturebeat
@1nicdar

Top Tweeters in G4:
@tvin270584
@unkonotanesa
@hdpr2016
@lebalzin
@elisaelisa110
@duke_unreal
@diazbici
@pablorgonzlez1
@chung26861988
@garciacastellin

Top Tweeters in G5:
@selsay58
@aknbudak10
@grafffix06
@mr_bert_meta
@perfectdev2
@kriptodayisi
@1905gs2530
@ahsen18957825
@lianne__2heidi
@mariii_trisha

Top Tweeters in G6:
@ta05561846
@bruno27vk
@pinkecosystem
@iamsangita2019
@efsane6789
@jackjohnsonn555
@laelyrahma3
@bigbunnycrypto
@andrewhardy507
@hasnain_rana01

Top Tweeters in G7:
@marciojmsilva
@indiegamesdevel
@edilton09
@thepixeldevs
@arealhumanname1
@jamesvgingerich
@fullnam35087976
@indiedevdog
@techcrunch
@aizen76

Top Tweeters in G8:
@abir19savage
@strangerridr
@narrcosnft1
@devilbusd
@jensen2221
@harry30094362
@pablonft12
@gems_1000x
@jhonwic017155
@pooja08368

Top Tweeters in G9:
@maru2_mori2
@kiddy_bell
@727moriya31
@1em0m0
@hpcnps173ah22tc
@othyt3agg6h3pr6
@bubblinkace
@sekiguchiaimi
@sleepymind
@m0fush66p

Top Tweeters in G10:
@rtlikewin
@atthemapletable
@litu_ck
@miami454
@jfordsteryt
@erizmartnez2
@paulgar25111477
@arlfellaonkop
@ugotowened
@appliepie1