Virtual reality, Twitter, 7/11/2018 9:56:27 PM, 158748


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Virtual reality_2018-07-11_11-52-08.xlsx
Virtual reality_2018-07-11_11-52-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2018
Short Description:
Virtual reality via NodeXL http://bit.ly/2zxlXBu
@aj_jeremiah
@mikequindazzi
@evankirstel
@mashvirtual
@nytimes
@2morrowknight
@emirates
@shaheenshaik07
@thevrara
@maxlarsenjr

Top hashtags:
#vr
#virtualreality
#ar
#virtual
#technology
#reality
#augmentedreality

Description:
Description
The graph represents a network of 5,506 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 Wednesday, 11 July 2018 at 18:53 UTC.

The requested start date was Wednesday, 11 July 2018 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 9-day, 18-hour, 48-minute period from Sunday, 01 July 2018 at 05:12 UTC to Wednesday, 11 July 2018 at 00:01 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 : 5506
Unique Edges : 5526
Edges With Duplicates : 472
Total Edges : 5998
Number of Edge Types : 3
Tweet : 1120
Mentions : 4822
Replies to : 56
Self-Loops : 1120
Reciprocated Vertex Pair Ratio : 0.00909667865453776
Reciprocated Edge Ratio : 0.0180293501048218
Connected Components : 1072
Single-Vertex Connected Components : 610
Maximum Vertices in a Connected Component : 2756
Maximum Edges in a Connected Component : 2756
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.035299
Graph Density : 0.000157371052238282
Modularity : 0.646738
NodeXL Version : 1.0.1.400

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://srushtiimx.com/blog/how-augmented-reality-is-going-to-change-the-world/
[13] https://shakeuplearning.com/blog/5-augmented-and-virtual-reality-creation-tools-for-students/
[12] http://virtual-reality-education.com
[11] https://trib.al/Ga93jWq
[10] https://is.gd/KUJ9wu
[8] https://www.edinventa.com/en/
[7] https://www.youtube.com/watch?v=hh4p66NHyZQ&feature=youtu.be

[7] http://bit.ly/2tVRc32
[6] https://vrtravel.typeform.com/to/NCYBvY
[6] https://www.nytimes.com/2018/07/03/science/chemistry-virtual-reality.html

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1012798530052870144

Top URLs in Tweet in G2:
[10] https://is.gd/KUJ9wu
[6] https://hedgeaccordingly.com/2018/07/can-apple-profit-from-adding-virtual-reality-to-self-driving-cars/
[6] https://www.edinventa.com/en/
[6] https://vrtravel.typeform.com/to/NCYBvY
[5] https://cfatech.ng/tech-trends-virtual-reality-creation-lab-providing-engaging-experiences/
[5] https://www.cbc.ca/news/business/cineplex-virtual-reality-1.4740584?cmp=rss
[4] https://trib.al/Ga93jWq
[4] https://virtualrealityforces.com/
[4] https://shakeuplearning.com/blog/5-augmented-and-virtual-reality-creation-tools-for-students/
[4] https://topbargainwearables.com/htc-vive-pro-virtual-reality-headset/

Top URLs in Tweet in G3:
[18] https://srushtiimx.com/blog/how-augmented-reality-is-going-to-change-the-world/
[5] http://ab.co/2NA5zTY
[4] http://snip.ly/aynu8x
[3] https://www.pwc.com/us/en/governance-insights-center/publications/assets/essential-emerging-technologies-augmented-and-virtual-reality.pdf
[3] https://www.pwc.com.au/consulting/assets/technology/virtual-reality-may17.pdf?utm_content=buffer37464&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://bit.ly/2tV6d6h
[2] http://okt.to/JW5rWQ
[2] https://haptic.al/virtual-reality-headset-reduces-fear-of-needles-53b4148435b1
[2] https://3dprint.com/218238/virtual-reality-chemistry/
[1] https://twitter.com/i/web/status/1016501142375677952

Top URLs in Tweet in G4:
[3] https://onlinelibrary.wiley.com/doi/full/10.1111/bjop.12302?hootPostID=c0f9faae5ea59e7d481f77eb59ce0978
[3] https://lnkd.in/d-Wya24
[3] https://lnkd.in/dUWKpWb
[3] https://nyti.ms/2tQVM3p
[2] https://www.nytimes.com/2018/07/03/science/chemistry-virtual-reality.html
[2] https://www.nytimes.com/2018/07/03/science/chemistry-virtual-reality.html?rref=collection%2Fsectioncollection%2Fscience&action=click&contentCollection=science®ion=rank&module=package&version=highlights&contentPlacement=2&pgtype=sectionfront
[2] https://nyti.ms/2z7TIct
[2] https://nyti.ms/2IThn04?smid=nytcore-ios-share
[1] https://www.pocketgamer.biz/feature/68474/5-superstar-sessions-from-pocket-gamer-connects-san-francisco-2018/entry/1/
[1] http://ow.ly/lQMN30kObRx

Top URLs in Tweet in G5:
[1] https://twitter.com/gunijimini/status/1015028908704481280
[1] https://twitter.com/unvvlievable/status/1015033238056783873

Top URLs in Tweet in G6:
[1] https://mariawirthblog.wordpress.com/2013/08/17/blind-spot-of-modern-science/

Top URLs in Tweet in G7:
[2] https://www.youtube.com/watch?v=mfw-1TgewmQ&feature=youtu.be&a

[2] https://youtu.be/fPRGAXehzlc
[1] https://www.youtube.com/watch?v=mv2L-eBipTw&feature=youtu.be&a

[1] http://vrdaily.in/?edition_id=9a515d60-846f-11e8-9bb7-0cc47a0d15fd
[1] http://vrdaily.in/?read=https%3A%2F%2Fnulltx.com%2Fhigh%2Dfidelity%2Dbridges%2Dthe%2Dgap%2Dbetween%2Deos%2Dand%2Dvirtual%2Dreality%2F
[1] http://vrdaily.in/?edition_id=87716790-7cf8-11e8-9bb7-0cc47a0d15fd
[1] https://www.youtube.com/watch?v=FaK-wsXzKfU&feature=youtu.be

[1] http://read.bi/2dKU0sc
[1] https://twitter.com/i/web/status/1016712416686739458
[1] https://www.youtube.com/watch?v=gWLHIusLWOc&feature=youtu.be&a


Top URLs in Tweet in G8:
[4] https://ivrm.nl/virtual-reality-free-publicity/
[3] https://www.eventbrite.com.au/e/magnify-world-arvr-business-summit-augmented-virtual-reality-tickets-45845028715
[2] https://bit.ly/2MF3GnK
[2] http://airport.h5mag.com/air_jul18/airports_tap_into_virtual_reality_for_passenger_entertainment
[2] https://www.mds.eu/produktvisualisierung/blog/virtual-realityvirtual-reality-audi-city-berlin?utm_campaign=Virtual
[2] Reality&utm_content=74125985&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/955342066090958848
[1] https://www.vrfocus.com/2018/06/how-virtual-reality-can-transform-language-teaching/
[1] https://www.youtube.com/watch?v=i6AouFHLb2g

[1] https://lnkd.in/fy8vxs8

Top URLs in Tweet in G9:
[1] http://www.thevrara.com/blog2/2018/7/2/uae-well-set-for-virtual-reality-revolution
[1] http://www.bangladeshmonitor.com.bd/news_update/962/Emirates-pioneers-web-virtual-reality-technology-on-emirates.com
[1] http://unvrs.al/OculusGoBlue

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1016827362078527489

Top Domains
Top Domains in Tweet in Entire Graph:
[172] twitter.com
[86] bit.ly
[52] youtube.com
[32] virtualrealitydailydeals.com
[32] co.uk
[31] buff.ly
[29] dlvr.it
[28] youtu.be
[27] ift.tt
[26] lnkd.in

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[86] twitter.com
[32] virtualrealitydailydeals.com
[25] bit.ly
[23] dlvr.it
[22] ift.tt
[13] co.uk
[11] buff.ly
[10] ow.ly
[10] upflow.co
[10] goo.gl

Top Domains in Tweet in G3:
[18] srushtiimx.com
[5] ab.co
[4] twitter.com
[4] snip.ly
[4] bit.ly
[3] pwc.com
[3] com.au
[2] okt.to
[2] haptic.al
[2] 3dprint.com

Top Domains in Tweet in G4:
[9] nyti.ms
[6] lnkd.in
[4] nytimes.com
[3] wiley.com
[3] virtualrealityreporter.com
[2] facebook.com
[1] pocketgamer.biz
[1] ow.ly
[1] mirrorreview.com
[1] mf.tt

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[1] wordpress.com

Top Domains in Tweet in G7:
[27] youtube.com
[21] youtu.be
[3] vrdaily.in
[2] twitter.com
[1] read.bi

Top Domains in Tweet in G8:
[4] ivrm.nl
[3] bit.ly
[3] com.au
[2] h5mag.com
[2] mds.eu
[2] theedadvocate.org
[1] twitter.com
[1] vrfocus.com
[1] youtube.com
[1] lnkd.in

Top Domains in Tweet in G9:
[1] thevrara.com
[1] com.bd
[1] unvrs.al

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[381] vr
[303] virtualreality
[153] ar
[75] virtual
[66] technology
[61] reality
[58] augmentedreality
[57] mixedreality
[38] blockchain
[36] edtech



Top Hashtags in Tweet in G2:
[84] vr
[66] virtualreality
[23] ar
[14] technology
[11] augmentedreality
[11] tech
[11] virtual
[10] reality
[8] immvrse
[7] oculusrift

Top Hashtags in Tweet in G3:
[83] ar
[62] vr
[61] virtualreality
[46] mixedreality
[32] pwc
[28] augmentedreality
[26] blockchain
[26] virtual
[24] mr
[24] ai

Top Hashtags in Tweet in G4:
[9] vr
[5] virtualreality
[4] chemistry
[4] openaccess
[2] medchem
[2] oraclestartup
[2] bristol
[1] enterprise
[1] pwc
[1] ar

Top Hashtags in Tweet in G5:
[22] v
[3] ë·”
[3] btsv
[3] 태형
[3] 김태형
[3] 태태
[1] taehyung
[1] テヒョン
[1] 100mosthandsomefaces2018

Top Hashtags in Tweet in G7:
[1] virtualreality
[1] news
[1] vr
[1] edtech

Top Hashtags in Tweet in G8:
[6] vr
[5] edtech
[5] stem
[5] pbl
[5] k12
[5] ece
[5] highered
[5] schools
[5] classrooms
[5] learning

Top Hashtags in Tweet in G9:
[4] virtualreality
[3] vr
[2] travel
[2] entertainment
[2] flight
[1] dubai
[1] ads
[1] marketing
[1] timessquare
[1] fb

Top Words
Top Words in Tweet in Entire Graph:
[4102] Words in Sentiment List#1: Positive
[6064] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[111965] Non-categorized Words
[122131] Total Words
[4860] reality
[4831] virtual
[2866] game
[2803] life
[2770] death

Top Words in Tweet in G1:
[2756] yeah
[2756] heartbreak
[2756] horrible
[2756] gone
[2756] virtual
[2756] reality
[2756] death
[2756] game
[2756] watched
[2756] love

Top Words in Tweet in G2:
[673] virtual
[670] reality
[232] vr
[199] ã
[79] new
[77] 3d
[67] virtualreality
[60] headset
[56] glasses
[55] â

Top Words in Tweet in G3:
[155] gt
[98] reality
[89] virtual
[89] ar
[74] mikequindazzi
[64] vr
[61] virtualreality
[46] mixedreality
[37] evankirstel
[32] pwc

Top Words in Tweet in G4:
[121] travel
[64] nytimes
[61] people
[59] more
[59] world
[59] better
[59] place
[59] two
[59] times
[59] writers

Top Words in Tweet in G5:
[83] male
[65] trans
[65] excitingdc
[65] community
[65] portal
[65] site
[65] run
[65] dcinside
[65] mycelebs
[65] conducted

Top Words in Tweet in G6:
[54] rishis
[54] know
[54] universe
[54] more
[54] virtual
[54] reality
[54] absolute
[54] truth
[53] mariawirth1

Top Words in Tweet in G7:
[56] reality
[55] virtual
[48] youtube
[38] video
[22] vr
[21] liked
[11] added
[11] playlist
[10] 3d
[8] vrchat

Top Words in Tweet in G8:
[61] virtual
[59] reality
[23] having
[21] evil
[18] robots
[17] opened
[17] portal
[17] out
[15] jk_rowling
[12] sorcerer

Top Words in Tweet in G9:
[6] virtual
[6] reality
[6] vr
[6] ðÿ
[4] virtualreality
[3] revolution
[3] oculus
[3] jurassicworld
[2] thevrara
[2] lands

Top Words in Tweet in G10:
[28] reality
[28] virtual
[26] comentabritto
[25] temos
[25] 3
[25] vagas
[25] quientinhas
[25] entrar
[25] melhor
[25] twitter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4638] virtual,reality
[2765] reality,death
[2764] yeah,heartbreak
[2764] heartbreak,horrible
[2764] horrible,gone
[2764] gone,virtual
[2764] death,game
[2764] game,watched
[2764] watched,love
[2763] love,life

Top Word Pairs in Tweet in G1:
[2756] yeah,heartbreak
[2756] heartbreak,horrible
[2756] horrible,gone
[2756] gone,virtual
[2756] virtual,reality
[2756] reality,death
[2756] death,game
[2756] game,watched
[2756] watched,love
[2755] aj_jeremiah,yeah

Top Word Pairs in Tweet in G2:
[620] virtual,reality
[106] ã,ã
[26] reality,headset
[24] augmented,reality
[20] reality,vr
[19] 3d,glasses
[17] vr,headset
[16] using,virtual
[16] vr,glasses
[16] reality,experience

Top Word Pairs in Tweet in G3:
[77] gt,gt
[72] virtual,reality
[32] gt,pwc
[32] pwc,mikequindazzi
[32] mikequindazzi,gt
[29] ar,virtualreality
[26] augmented,reality
[26] reality,ar
[23] vr,making
[23] making,way

Top Word Pairs in Tweet in G4:
[59] people,travel
[59] travel,more
[59] more,world
[59] world,better
[59] better,place
[59] place,two
[59] two,times
[59] times,travel
[59] travel,writers
[59] writers,embarked

Top Word Pairs in Tweet in G5:
[65] trans,excitingdc
[65] excitingdc,community
[65] community,portal
[65] portal,site
[65] site,run
[65] run,dcinside
[65] dcinside,mycelebs
[65] mycelebs,conducted
[65] conducted,survey
[65] survey,male

Top Word Pairs in Tweet in G6:
[54] rishis,know
[54] know,universe
[54] universe,more
[54] more,virtual
[54] virtual,reality
[54] reality,absolute
[54] absolute,truth
[53] mariawirth1,rishis

Top Word Pairs in Tweet in G7:
[55] virtual,reality
[21] liked,youtube
[21] youtube,video
[11] added,video
[11] video,youtube
[11] youtube,playlist
[6] video,vrchat
[6] google,cardboard
[4] ð,ð
[3] htc,vive

Top Word Pairs in Tweet in G8:
[57] virtual,reality
[17] opened,portal
[17] portal,evil
[17] evil,virtual
[11] people,robots
[10] sorcerer,opened
[10] reality,out
[8] jk_rowling,sorcerer
[8] out,angrily
[8] angrily,having

Top Word Pairs in Tweet in G9:
[6] virtual,reality
[2] reality,lands
[2] lands,jfk
[2] jfk,airport
[2] airport,potentially
[2] potentially,200
[2] 200,more
[2] more,airports
[2] airports,travel
[2] travel,entertainment

Top Word Pairs in Tweet in G10:
[28] reality,virtual
[25] temos,3
[25] 3,vagas
[25] vagas,quientinhas
[25] quientinhas,entrar
[25] entrar,melhor
[25] melhor,reality
[25] virtual,twitter
[25] twitter,vem
[25] vem,só

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@aj_jeremiah
@nytimes
@milktae_jpg
@mariawirth1
@youtube
@mikequindazzi
@evankirstel
@comentabritto
@shadydahyun
@immvrseuk

Top Mentioned in G1:
@aj_jeremiah

Top Mentioned in G2:
@electric_south
@wm8william
@reynadgarcia
@trend_slam

Top Mentioned in G3:
@mikequindazzi
@evankirstel
@antgrasso
@nathealings
@haroldsinnott
@kickstarter
@emirates
@spirosmargaris
@futurism
@shaheenshaik07

Top Mentioned in G4:
@nytimes
@bpsofficial
@nanosimbox
@wileypsychology
@highfidelityinc
@philiprosedale
@mirrorreview1
@whatjustchanged
@pgconnects
@acsmedi

Top Mentioned in G5:
@milktae_jpg
@unvvlievable
@bts_twt
@jeen_jeen22
@tccandler

Top Mentioned in G6:
@mariawirth1

Top Mentioned in G7:
@youtube
@teesuninews
@bloombergcities
@perna_letizia
@shanyuabo
@contrastvr
@digitators
@paradisedecay
@vec_ve

Top Mentioned in G8:
@jk_rowling
@zajnidaut
@digitaldomaindd
@guardian
@vodacom
@health_at_bath
@mattfarrow3
@_masterg_
@graduatedetail
@arnout_ivrm

Top Mentioned in G9:
@oculus
@thevrara
@etihadairways
@jurassicworld
@vrara_uae
@takeleap
@dtec_dso
@iotdubai
@vrstudiosusa
@moccaeuae

Top Mentioned in G10:
@comentabritto
@romeromito
@ykoexplict
@gamemodeartp0p

Top Tweeters
Top Tweeters in Entire Graph:
@cgnetwork
@indiegamedevbot
@newsbossindia
@rashidaldosari
@keepa_notifier
@arkangelscrap
@gorillaposition
@vodafonein
@jurylady5
@o2

Top Tweeters in G1:
@proyectoollg__1
@sickwreck
@tra_royal
@yodrabeats
@whitleysgilbert
@bimyous
@mrs_cr7
@umireirico
@smallchittaphon
@sethsgaiiavich

Top Tweeters in G2:
@cgnetwork
@newsbossindia
@gorillaposition
@la_noire_me
@jenkers_en
@gnwlive
@newsfromspi
@pieceofshirt
@trend_slam
@samymohab

Top Tweeters in G3:
@indiegamedevbot
@arkangelscrap
@evankirstel
@akwyz
@richsimmondsza
@debraruh
@hulyacayir
@gvalan
@parvez1
@nathealings

Top Tweeters in G4:
@jurylady5
@nytimes
@dunaisiaka
@99999sv
@ibrustyjim
@virtualfrankie
@cherylbatchelo3
@deduped_nytimes
@sleihysusan
@bpsofficial

Top Tweeters in G5:
@noda19911
@ynwa130495
@taesmagics
@1995taes
@twinkytae
@spark_fyybu
@emperorred_
@nightstar3333
@yoongimoment93
@christelaaaaaaa

Top Tweeters in G6:
@_dharam_vir
@raghuaiyar
@indergopal
@rajivnayan7
@mayankjoshi1979
@jaganniwas
@nmfansm
@letsgethere
@rexrao52
@bijunair20

Top Tweeters in G7:
@themanwivthehat
@paradisedecay
@nadyalmira
@youtube
@akazpanda
@martin76x
@chrisdurant20
@joelskey7
@darkzero2
@digitators

Top Tweeters in G8:
@techedvocate
@guardian
@vodacom
@vrfocus
@cmdatascoop
@manunicareers
@uniofbath
@stmhayato
@zajnidaut
@_masterg_

Top Tweeters in G9:
@klm
@british_airways
@united
@airfrance
@lufthansa
@etihadairways
@fly_norwegian
@flyswiss
@singaporeair
@qatarairways

Top Tweeters in G10:
@luhchristina_
@clifforjado
@gamemodeartp0p
@aboutheshawn
@katxnashe
@twittagiu
@voovozonaa
@mariedreew
@smokessperry
@henriquecomentt