Virtual reality, Twitter, 12/7/2020 12:38:30 AM, 242805


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Virtual reality_2020-12-03_06-34-05.xlsx
Virtual reality_2020-12-03_06-34-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2020
Short Description:
Virtual reality via NodeXL https://bit.ly/39TEJDX
@toreemerchant
@jungwonsource
@researchmrx
@ihs_heeseung
@enhypen__id
@anilpremlall
@haithamassal
@enhypenengeneus
@discriminantbot
@valaafshar

Top hashtags:
#vr
#virtualreality
#ai
#technology
#ar
#covid19

Description:
Description
The graph represents a network of 7,599 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, 03 December 2020 at 14:52 UTC.

The requested start date was Thursday, 03 December 2020 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 3-day, 5-hour, 8-minute period from Sunday, 29 November 2020 at 12:05 UTC to Wednesday, 02 December 2020 at 17:14 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 : 7599
Unique Edges : 3895
Edges With Duplicates : 10457
Total Edges : 14352
Number of Edge Types : 5
Retweet : 4698
MentionsInRetweet : 5663
Mentions : 1422
Tweet : 2120
Replies to : 449
Self-Loops : 2174
Reciprocated Vertex Pair Ratio : 0.0189265536723164
Reciprocated Edge Ratio : 0.0371499861380649
Connected Components : 1928
Single-Vertex Connected Components : 1030
Maximum Vertices in a Connected Component : 2753
Maximum Edges in a Connected Component : 6278
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.061511
Graph Density : 0.000124945438124972
Modularity : 0.523701
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,599 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, 03 December 2020 at 14:52 UTC.

The requested start date was Thursday, 03 December 2020 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 3-day, 5-hour, 8-minute period from Sunday, 29 November 2020 at 12:05 UTC to Wednesday, 02 December 2020 at 17:14 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:
[90] https://www.gmanetwork.com/synergy
[68] https://twinybots.ch/
[48] https://www.analyticsinsight.net/artificial-intelligence-and-virtual-reality-can-accelerate-covid-vaccine-development/
[39] https://www.weforum.org/agenda/2020/11/vr-virtual-reality-glove-led-technology?utm_source=twitter&utm_medium=social_scheduler&utm_term=Virtual+and+Augmented+Reality&utm_content=01/12/2020+11:30
[25] https://www.forbes.com/sites/bernardmarr/2020/11/30/future-of-intimacy-sex-bots-virtual-reality-and-smart-sex-toys/
[20] https://vrtravel.typeform.com/to/NCYBvY
[20] https://www.mrmmbsvision.com/vr-ar
[18] https://bc.ctvnews.ca/putting-the-virtual-in-virtual-learning-sfu-instructors-create-immersive-classroom-using-virtual-reality-1.5211244
[18] https://www.influencive.com/here-are-5-creative-ways-businesses-are-using-virtual-reality/
[18] https://www.target.com/c/video-game-deals/-/N-0snqs?clkid=35046558Ne83211e98d7c42010a246c0c&lnm=81938&afid=CAG%20Productions%2C%20LLC&ref=tgt_adv_xasd0002

Top URLs in Tweet in G1:
[20] https://vrtravel.typeform.com/to/NCYBvY
[10] https://www.forbes.com/sites/bernardmarr/2020/11/30/future-of-intimacy-sex-bots-virtual-reality-and-smart-sex-toys/
[8] https://bc.ctvnews.ca/putting-the-virtual-in-virtual-learning-sfu-instructors-create-immersive-classroom-using-virtual-reality-1.5211244
[7] https://fortune.com/2020/11/30/mursion-workplace-simulator-leadership-training-diversity-inclusion-vr-virtual-reality/
[6] https://www.healthcareglobal.com/technology-and-ai-3/adoption-virtual-reality-healthcare-training
[6] https://www.amazon.com/dp/B07B9WPR7G?tag=nhnhcm-20
[6] https://www.amazon.com/dp/B08NK1G36W?tag=nhnhcm-20
[5] https://www.sciencedaily.com/releases/2020/11/201119124637.htm
[5] https://twinybots.ch/
[4] https://www.forbes.com/sites/bernardmarr/2020/11/30/future-of-intimacy-sex-bots-virtual-reality-and-smart-sex-toys/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[63] https://twinybots.ch/
[42] https://www.analyticsinsight.net/artificial-intelligence-and-virtual-reality-can-accelerate-covid-vaccine-development/
[37] https://www.weforum.org/agenda/2020/11/vr-virtual-reality-glove-led-technology?utm_source=twitter&utm_medium=social_scheduler&utm_term=Virtual+and+Augmented+Reality&utm_content=01/12/2020+11:30
[18] https://www.mrmmbsvision.com/vr-ar
[15] https://www.influencive.com/here-are-5-creative-ways-businesses-are-using-virtual-reality/
[14] https://coruzant.com/virtual-reality/new-realities-helped-made-possible-by-thinkreality/#_edn1
[12] https://fedtechmagazine.com/article/2020/11/how-move-government-forward-securely-virtual-reality
[12] https://hackernoon.com/lockdown-but-gear-up-how-virtual-reality-can-help-us-cope-in-isolation-gw2l3zhm
[10] https://www.weforum.org/agenda/2020/11/embracing-virtual-reality-meetings?utm_source=twitter&utm_medium=social_scheduler&utm_term=Emerging+Technologies&utm_content=29/11/2020+11:00
[8] https://www.forbes.com/sites/bernardmarr/2020/11/30/future-of-intimacy-sex-bots-virtual-reality-and-smart-sex-toys/

Top URLs in Tweet in G5:
[1] https://v.kakao.com/v/20201130095514932

Top URLs in Tweet in G6:
[89] https://www.gmanetwork.com/synergy
[12] https://www.facebook.com/420023931380461/posts/3312635662119259/
[2] https://o-superstore.com/
[1] https://www.gmanetwork.com/entertainment/showbiznews/news/71961/must-read-how-to-best-experience-alden-richardss-anniversary-concert-aldens-reality/story?utm_source=SMT_GMAN&utm_medium=Twitter&utm_campaign=PSM_MRB
[1] https://www.gmanetwork.com/entertainment/showbiznews/news/71961/must-read-how-to-best-experience-alden-richardss-anniversary-concert-aldens-reality/story
[1] https://entertainment.inquirer.net/397956/alden-richards-virtual-date-with-fans-to-mark-10th-year-in-the-biz?utm_medium=Social&utm_source=Twitter#Echobox=1606862119

Top URLs in Tweet in G7:
[2] https://v.kakao.com/v/20201130095514932

Top URLs in Tweet in G8:
[5] https://www.zdnet.com/article/top-8-trends-shaping-digital-transformation-in-2021/
[3] http://www.techopedia.com/the-future-of-vrar-is-influencers/2/34411
[3] https://www.cuinsight.com/credit-union-technology-watch-augmented-and-virtual-reality-ar-vr.html
[3] https://note.microsoft.com/MSR-Webinar-Virtual-Reality-Registration-Live.html
[2] https://www.giant.health/tickets
[2] https://creativtechnologies.com/2020/11/30/augmented-and-virtual-realities-upcoming-technologies-in-elearning/
[2] http://heraldkeeper.com/news/augmented-reality-and-virtual-reality-market-2020-2025-business-trends-emerging-technologies-size-segments-and-industry-profit-growth-441077.html
[2] https://www.vrfocus.com/2019/06/how-augmented-reality-and-virtual-reality-can-revolutionize-social-media/
[2] https://blogs.stockton.edu/arochoblogs/2020/12/01/what-does-virtual-reality-and-augmented-reality-do-in-the-classroom/
[2] https://www.weforum.org/agenda/2020/11/vr-virtual-reality-glove-led-technology?utm_source=facebook&utm_medium=social_scheduler&utm_term=Virtual+and+Augmented+Reality&utm_content=01/12/2020+11:30&fbclid=IwAR2Y_j84w-Uilj0dMkFIvlgc5pxczdQxyc_yzcXQQ52MqpZ4OzBjokJozJk

Top Domains
Top Domains in Tweet in Entire Graph:
[111] twitter.com
[92] co.uk
[92] gmanetwork.com
[82] youtube.com
[68] twinybots.ch
[67] weforum.org
[67] forbes.com
[54] analyticsinsight.net
[45] linkedin.com
[42] blockmine3rz.com

Top Domains in Tweet in G1:
[59] twitter.com
[42] blockmine3rz.com
[34] burnpedia.com
[29] linkedin.com
[28] amazon.com
[21] forbes.com
[20] youtube.com
[20] typeform.com
[18] co.uk
[14] dmm.com

Top Domains in Tweet in G4:
[63] twinybots.ch
[57] weforum.org
[45] analyticsinsight.net
[28] forbes.com
[24] coruzant.com
[18] mrmmbsvision.com
[17] hackernoon.com
[17] youtube.com
[15] influencive.com
[12] fedtechmagazine.com

Top Domains in Tweet in G5:
[1] kakao.com

Top Domains in Tweet in G6:
[91] gmanetwork.com
[12] facebook.com
[2] o-superstore.com
[1] inquirer.net

Top Domains in Tweet in G7:
[2] kakao.com

Top Domains in Tweet in G8:
[5] zdnet.com
[4] twitter.com
[4] dy.si
[4] microsoft.com
[3] nextechar.com
[3] techopedia.com
[3] cuinsight.com
[3] iotforall.com
[2] giant.health
[2] ibtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[415] vr
[353] virtualreality
[138] ai
[106] technology
[99] ar
[98] covid19
[80] augmentedreality
[59] artificialintelligence
[56] aldensreality
[53] oculus



Top Hashtags in Tweet in G1:
[139] vr
[47] oculus
[37] virtualreality
[18] virtual
[14] 5g
[13] ar
[12] tech
[11] augmentedreality
[10] teamericsson
[10] gaming

Top Hashtags in Tweet in G4:
[248] virtualreality
[158] vr
[83] technology
[50] artificialintelligence
[49] ai
[31] augmentedreality
[25] ar
[16] tech
[16] robots
[16] girlsintech

Top Hashtags in Tweet in G5:
[2] enhypen
[1] engene

Top Hashtags in Tweet in G6:
[55] aldensreality
[7] aldenrichards
[4] aldensrealitydec8
[3] aldenxgoincrazypreorder
[3] aldenroadtoten
[2] gmasynergy
[1] osuperstore
[1] aldenxmega2020
[1] aldensinglegoincrazy

Top Hashtags in Tweet in G7:
[16] enhypen
[3] 엔하이픈
[2] dayonewithenhhypen
[1] jake
[1] 제이크
[1] 엔하이픈_giventaken_데뷔

Top Hashtags in Tweet in G8:
[19] vr
[17] ar
[15] 5g
[8] giant2020
[7] virtualreality
[6] healthcare
[6] augmentedreality
[6] teamericsson
[4] tech
[4] mixedreality

Top Hashtags in Tweet in G9:
[1] bringdownssrkillers

Top Words
Top Words in Tweet in Entire Graph:
[7943] reality
[6489] virtual
[2362] vr
[2353] xr
[1859] technology
[1733] augmented
[1518] ar
[1402] encompasses
[1015] taken
[1007] given

Top Words in Tweet in G1:
[1315] reality
[1308] virtual
[300] vr
[163] headset
[139] #vr
[104] 3d
[94] more
[82] world
[79] glasses
[78] augmented

Top Words in Tweet in G2:
[1220] reality
[611] virtual
[610] performance
[610] contain
[610] xr
[610] technology
[610] encompasses
[610] vr
[610] augmented
[610] ar

Top Words in Tweet in G3:
[1293] reality
[647] virtual
[646] xr
[646] technology
[646] encompasses
[646] vr
[646] ar
[646] augmented
[590] stage
[588] filled

Top Words in Tweet in G4:
[414] reality
[407] virtual
[248] #virtualreality
[158] #vr
[109] development
[93] artificial
[91] intelligence
[83] #technology
[73] vr
[73] covid

Top Words in Tweet in G5:
[737] xr
[704] teknologi
[371] given
[371] taken
[359] dengan
[358] enhypen
[358] akan
[358] yang
[358] mencakup
[348] untuk

Top Words in Tweet in G6:
[642] reality
[487] virtual
[331] concert
[246] aldenrichards02
[235] alden
[228] tickets
[190] one
[181] alden's
[164] experience
[159] december

Top Words in Tweet in G7:
[354] reality
[284] xr
[284] technology
[271] vr
[268] virtual
[192] stage
[189] filled
[179] info
[169] 201130
[168] 'given

Top Words in Tweet in G8:
[196] reality
[165] virtual
[121] technology
[107] data
[105] augmented
[101] big
[97] investments
[96] top
[96] cios
[96] security

Top Words in Tweet in G9:
[143] bullywood
[143] match
[143] level
[143] intellect
[143] brilliance
[143] know
[143] virtual
[143] reality
[142] ssrforever1111
[142] vis

Top Words in Tweet in G10:
[94] time
[94] virtual
[94] reality
[93] tis_abba

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5386] virtual,reality
[1647] augmented,reality
[1609] xr,technology
[1426] reality,ar
[1402] technology,encompasses
[1059] reality,vr
[1004] given,taken
[787] filled,xr
[785] encompasses,virtual
[778] contain,xr

Top Word Pairs in Tweet in G1:
[1094] virtual,reality
[78] reality,headset
[60] augmented,reality
[49] reality,virtual
[46] vr,headset
[43] #oculus,#vr
[34] oculus,quest
[31] anime,virtual
[30] reality,glasses
[29] vr,virtual

Top Word Pairs in Tweet in G2:
[610] performance,contain
[610] contain,xr
[610] xr,technology
[610] technology,encompasses
[610] encompasses,virtual
[610] virtual,reality
[610] reality,vr
[610] vr,augmented
[610] augmented,reality
[610] reality,ar

Top Word Pairs in Tweet in G3:
[646] xr,technology
[646] technology,encompasses
[646] virtual,reality
[646] reality,ar
[646] augmented,reality
[582] given,taken
[582] taken,stage
[582] stage,filled
[582] filled,xr
[582] encompasses,vr

Top Word Pairs in Tweet in G4:
[372] virtual,reality
[91] artificial,intelligence
[70] vaccine,development
[59] intelligence,virtual
[54] reality,accelerate
[52] accelerate,covid
[52] covid,vaccine
[51] #vr,#technology
[44] reality,#vr
[43] touch,things

Top Word Pairs in Tweet in G5:
[704] teknologi,xr
[371] given,taken
[358] dengan,teknologi
[358] xr,yang
[358] yang,mencakup
[346] showcase,enhypen
[346] enhypen,hari
[346] hari,ini
[346] ini,akan
[346] akan,gunakan

Top Word Pairs in Tweet in G6:
[322] virtual,reality
[322] reality,concert
[316] reality,virtual
[181] alden's,reality
[139] alden,reality
[135] vip,tickets
[135] tickets,alden
[102] aldenrichards02,unstoppable
[95] make,virtual
[95] virtual,one

Top Word Pairs in Tweet in G7:
[277] xr,technology
[262] virtual,reality
[235] reality,vr
[189] filled,xr
[168] stage,'given
[168] 'given,taken'
[168] taken',filled
[168] technology,encompass
[168] encompass,virtual
[167] info,201130

Top Word Pairs in Tweet in G8:
[110] virtual,reality
[101] big,data
[96] top,technology
[96] technology,investments
[96] investments,cios
[96] cios,security
[96] security,big
[96] data,analytics
[96] analytics,internet
[96] internet,things

Top Word Pairs in Tweet in G9:
[143] bullywood,match
[143] match,level
[143] level,intellect
[143] intellect,brilliance
[143] brilliance,know
[143] know,virtual
[143] virtual,reality
[142] ssrforever1111,bullywood
[142] reality,vis

Top Word Pairs in Tweet in G10:
[94] time,virtual
[94] virtual,reality
[93] tis_abba,time

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@virtual_carrot
@dimensionview
@reality_oranges
@wef
@anrkeyx
@e3_belfastmet
@nessalostpatie1
@aldenaticsmkt
@angelahannahba1

Top Replied-To in G4:
@wef
@mursionlearn
@glengilmore
@suzanneborders
@krislabert
@g_rosser
@soph41017759
@jayhadhope
@scobleizer
@bodhifinn

Top Replied-To in G6:
@aldenaticsmkt
@aldenrichards02
@ndcmfrjf

Top Replied-To in G7:
@mnetmama

Top Replied-To in G8:
@ranarchy04
@kentbye
@yelenart

Top Mentioned
Top Mentioned in Entire Graph:
@jungwonsource
@ihs_heeseung
@enhypen__id
@aldenrichards02
@enhypenengeneus
@ssrforever1111
@gmasynergy
@gmanetwork
@valaafshar
@tis_abba

Top Mentioned in G1:
@usadralansari
@digitaldevnet
@mpassosviz
@rajbhushanpk
@timcnash
@trowelnation
@thelagosreview
@bsbonner

Top Mentioned in G2:
@jungwonsource

Top Mentioned in G3:
@ihs_heeseung
@jungwonsource
@hooniesyeochin

Top Mentioned in G4:
@wef
@forbes
@bernardmarr
@youtube
@roblemvr
@ritupaghosh
@fabriziobustama
@ne
@brainxchange

Top Mentioned in G5:
@enhypen__id
@jungwonsource
@ihs_heeseung
@enhypen_ina
@enhypen_members

Top Mentioned in G6:
@aldenrichards02
@gmasynergy
@gmanetwork
@gmapinoytv
@urmyflashlight
@gmaregionaltv
@grandlenz
@yes25th1
@yammybite124
@inquirerdotnet

Top Mentioned in G7:
@enhypenengeneus
@sunghoon_global
@jungwonsource
@ihs_heeseung
@enhypen_members
@enhypenmalaysia
@parkjixs
@mnetmama
@jakeupdateteam
@enhypen__id

Top Mentioned in G8:
@valaafshar
@latamconscious
@twogoatsinc
@nextech_ar
@jungwoncrystal
@msftresearch
@gianthealthevnt
@yelenart
@eyal_ofek
@waltergreenleaf

Top Mentioned in G9:
@ssrforever1111

Top Mentioned in G10:
@tis_abba

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@paul_cude
@arkangelscrap
@odio_nao
@nblackthorne
@piyuanker12
@bella623
@robre62
@chidambara09
@klm

Top Tweeters in G1:
@bmine3rz
@eraser
@thesecretlawofa
@lelkan
@searchresume
@jchapman1729
@myloc_tracker
@headlines_daily
@staronline
@discopiggu

Top Tweeters in G2:
@__vsourire
@982003_a
@apple_nuest
@jnxmjh21
@mmr_ax
@kookhlid
@ttm7tt
@yoant_kch
@tripleja_
@dyngjoon

Top Tweeters in G3:
@hoyeonrdx
@glennspizza
@moshiiball
@isomehowlovebts
@bluesummersalt
@krapowkhaidaow
@hoyuchan_
@playafendi
@wubilin_pritty
@ctothek_

Top Tweeters in G4:
@arkangelscrap
@robre62
@chidambara09
@femtech_
@evanderburg
@andrewmorrisuk
@nicochan33
@everythingvrt
@dataaugmented
@researchmrx

Top Tweeters in G5:
@pitchblack93
@bismaa_ds
@fdesrianti
@saladnoona
@wwintertaejin_
@bangwooltanmy
@regarame
@babymrjk
@marchimchim_
@vanessaoctvn

Top Tweeters in G6:
@inquirerdotnet
@xanne_67
@newscenterphl1
@umelley
@jaegloria
@jullovesrfj
@ghennchann7073
@conziek
@oh_em_jee
@cherryjimenez

Top Tweeters in G7:
@subinbff
@memerusherelf
@mamexico1
@lovepeelee
@priviagene
@cutaepjm
@parksunghooning
@arvzs_83
@minkit578
@bangpinkhype

Top Tweeters in G8:
@valaafshar
@nancyrubin
@anil7kishan
@ml_tweet_bot
@scott_squires
@innerfury4k
@cburgazzi
@janet_cutts
@johnfrededdy
@steveplunkett

Top Tweeters in G9:
@irimjhim
@supriya_shyama
@cv148
@vee_itis
@bakshi4ever
@susmita_ghosh31
@vink1989
@prakruthi29
@aashiga2
@rajinde28323622

Top Tweeters in G10:
@jaygod_96
@okt_ranking
@yokwesi__
@brasilvagh
@joojo_theseaman
@jfriks
@jameelxo
@myhoodies_onyou
@secretaryace
@2pacgeneration


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