Virtual reality, Twitter, 9/4/2020 9:27:11 AM, 234324


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Virtual reality_2020-09-03_06-31-16.xlsx
Virtual reality_2020-09-03_06-31-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2020
Short Description:
Virtual reality via NodeXL https://bit.ly/2QVWszD
@mmflint
@cnn
@honeymoonbears
@highqualityxyz
@cnni
@thevrara
@educatorsvr
@patosins
@ashishchauhan
@alcapon42360636

Top hashtags:
#virtualreality
#vr
#ar
#tech
#augmentedreality
#belgiangp
#technology
#virtual
#ai

Description:
Description
The graph represents a network of 8,139 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 September 2020 at 13:45 UTC.

The requested start date was Thursday, 03 September 2020 at 00:01 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, 13-hour, 24-minute period from Sunday, 30 August 2020 at 10:35 UTC to Thursday, 03 September 2020 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 : 8139
Unique Edges : 4480
Edges With Duplicates : 9362
Total Edges : 13842
Number of Edge Types : 5
Retweet : 4058
MentionsInRetweet : 5013
Tweet : 2449
Mentions : 1670
Replies to : 652
Self-Loops : 2512
Reciprocated Vertex Pair Ratio : 0.0214192044295498
Reciprocated Edge Ratio : 0.0419400855920114
Connected Components : 2327
Single-Vertex Connected Components : 1202
Maximum Vertices in a Connected Component : 1183
Maximum Edges in a Connected Component : 2372
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.510401
Graph Density : 0.000105834992647865
Modularity : 0.550602
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,139 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 September 2020 at 13:45 UTC.

The requested start date was Thursday, 03 September 2020 at 00:01 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, 13-hour, 24-minute period from Sunday, 30 August 2020 at 10:35 UTC to Thursday, 03 September 2020 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".

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:
[87] https://twinybots.ch/
[63] https://www.p4panorama.com/Gallery.aspx/
[37] https://www.wired.com/story/burning-man-in-virtual-reality/
[28] https://vrtravel.typeform.com/to/NCYBvY
[27] https://www.lawyer-monthly.com/2020/09/improving-legal-outcomes-with-virtual-reality/
[26] https://www.atlasobscura.com/articles/dutch-shipwreck-virtual-reality?utm_source=twitter&utm_medium=atlas-page
[25] https://www.telegraph.co.uk/travel/comment/virtual-reality-future-travel/
[21] https://profootballtalk.nbcsports.com/?p=2770812
[20] https://hackernoon.com/top-augmented-and-virtual-reality-companies-gvn3u8p
[20] https://www.engineering.com/ARVR/ArticleID/20634/Technology-to-Save-the-Day-Augmented-and-Virtual-Reality.aspx

Top URLs in Tweet in G1:
[28] https://vrtravel.typeform.com/to/NCYBvY
[16] https://www.wired.com/story/burning-man-in-virtual-reality/
[12] https://twinybots.ch/
[8] https://www.mining.com/virtual-reality-gaming-moves-into-mine-safety-training/
[7] https://drivevr.co.uk/
[6] https://www.wired.com/story/what-virtual-reality-for-flies-teaches-us-about-human-vision/
[6] https://www.wired.com/story/burning-man-in-virtual-reality/?utm_medium=twitter&utm_source=dlvr.it
[5] https://www.forbes.com/sites/cathyhackl/2020/08/30/social-vr-facebook-horizon--the-future-of-social-media-marketing/
[5] https://arxiv.org/abs/2008.12024
[5] https://hackernoon.com/top-augmented-and-virtual-reality-companies-gvn3u8p

Top URLs in Tweet in G2:
[1] https://www.facebook.com/mmflint/photos/a.10150288227701857/10157178473831857/?type=3&theater

Top URLs in Tweet in G3:
[73] https://twinybots.ch/
[22] https://www.lawyer-monthly.com/2020/09/improving-legal-outcomes-with-virtual-reality/
[21] https://www.telegraph.co.uk/travel/comment/virtual-reality-future-travel/
[15] https://www.engineering.com/ARVR/ArticleID/20634/Technology-to-Save-the-Day-Augmented-and-Virtual-Reality.aspx
[14] https://hackernoon.com/top-augmented-and-virtual-reality-companies-gvn3u8p
[11] https://medium.com/%C3%B1am-educkacci%C3%B3n-en-red/a-systematic-review-of-immersive-virtual-reality-applications-for-higher-education-design-4cf491a318d6?source=friends_link&sk=466e323579f9ea21b56047ec60480313
[10] https://medium.com/@rohandreamerz/how-is-augmented-reality-affecting-the-retail-industry-6e87f69964a5?utm_campaign=Business%20Intelligence%20-%20Newsfeed&utm_content=138456108&utm_medium=social&utm_source=twitter&hss_channel=tw-54837974
[10] https://blog.esi-group.com/use-virtual-reality-beat-out-competition
[10] https://www.wired.com/story/burning-man-in-virtual-reality/
[8] https://blog.elearningbrothers.com/elearning-brothers-launches-3d-model-support-in-immersive-learning-vr-authoring-tool?utm_campaign=Free%20Trial%20-%20CenarioVR&utm_content=138451784&utm_medium=social&utm_source=twitter&hss_channel=tw-65574351

Top URLs in Tweet in G4:
[2] https://www.cnn.com/2020/08/27/us/tech-for-good-colleen-flanigan-vr-coral-reef-spc-intl/index.html
[1] https://www.mining.com/virtual-reality-gaming-moves-into-mine-safety-training/
[1] https://www.nbcrightnow.com/healthy_headspace/healthy-headspace-nonprofit-uses-virtual-reality-to-relieve-stress/article_780311e0-ec55-11ea-ada3-87dfa004c261.html
[1] https://trib.al/b6YIcRZ
[1] https://trib.al/6kpEHSB
[1] https://trib.al/ckXXeZq
[1] https://trib.al/8snEKt4
[1] https://www.cnn.com/2020/07/14/health/virtual-reality-seniors-assisted-living-wellness/index.html
[1] https://www.mediapost.com/publications/article/355273/future-conventions-could-be-more-virtual-than-real.html
[1] https://invirovr.com/

Top URLs in Tweet in G5:
[1] https://twitter.com/dlberes/status/1300786555183943687?s=19

Top URLs in Tweet in G6:
[1] https://www.tiltfive.com/
[1] https://discord.gg/xRF7nNp
[1] https://furality.org

Top URLs in Tweet in G7:
[2] https://trib.al/xbDV3TE
[1] https://trib.al/DDOk4pW
[1] https://trib.al/zKGTWX6
[1] https://trib.al/DACOIe8

Top URLs in Tweet in G8:
[8] https://www.wired.com/story/burning-man-in-virtual-reality/
[3] https://www.pexip.com/rethinking-telehealth-for-the-new-reality-1?utm_campaign=Rethinking%20Telehealth%20for%20the%20New%20Reality&utm_content=138877009&utm_medium=social&utm_source=twitter&hss_channel=tw-833368502
[3] https://www.wired.com/story/burning-man-in-virtual-reality/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[2] https://twitter.com/akipman/status/1301209455854485510
[2] https://www.pexip.com/rethinking-telehealth-for-the-new-reality-1?utm_campaign=Rethinking
[2] Telehealth
[2] for
[2] the
[2] New
[2] https://link.chtbl.com/gw-tw

Top URLs in Tweet in G9:
[11] https://english.alaraby.co.uk/english/society/2020/8/28/vr-technology-revives-archaeological-marvels-from-the-middle-east
[3] https://coolhunting.com/culture/highlights-2020-venice-international-film-festivals-venice-vr-expanded/
[3] https://cultmtl.com/2020/09/see-venice-biennale-international-film-festival-virtual-reality-works-at-phi-centre-in-montreal-expanded-satellite-vr/
[2] https://www.wweek.com/promotions/2020/08/28/ten-days-of-virtual-reality-comes-to-portland/
[1] https://www.oculus.com/experiences/event/696507287605349/
[1] https://phi-centre.com/en/event/venice-vr-expanded-2/?utm_source=twitter&utm_medium=social&utm_campaign=publication
[1] https://edscoop.com/students-unc-attending-class-through-virtual-reality-headsets/?utm_content=137099107&utm_medium=social&utm_source=twitter&hss_channel=tw-3173314805
[1] https://www.forbes.com/sites/jamiecartereurope/2020/06/12/boeing-vs-spacex-nasa-astronauts-are-using-virtual-reality-headsets-to-fly-starliner-to-the-iss/?utm_content=137099109&utm_medium=social&utm_source=twitter&hss_channel=tw-3173314805#2885c53710cf
[1] https://www.cnbc.com/2020/07/04/virtual-reality-usage-booms-in-the-workplace-amid-the-pandemic.html?utm_content=137099106&utm_medium=social&utm_source=twitter&hss_channel=tw-3173314805
[1] https://elearningindustry.com/virtual-reality-in-the-workplace-help-retain-top-talent?utm_content=137099099&utm_medium=social&utm_source=twitter&hss_channel=tw-3173314805

Top URLs in Tweet in G10:
[5] https://twitter.com/cnnpolitics/status/1301152186399961090
[1] https://twitter.com/KaylaEpstein/status/1300817389651668993
[1] https://twitter.com/reallyamerican1/status/1299791400184295424

Top Domains
Top Domains in Tweet in Entire Graph:
[160] twitter.com
[118] youtube.com
[112] co.uk
[91] wired.com
[87] twinybots.ch
[71] p4panorama.com
[44] linkedin.com
[37] medium.com
[36] instagram.com
[32] nbcsports.com

Top Domains in Tweet in G1:
[79] twitter.com
[42] wired.com
[32] youtube.com
[28] typeform.com
[26] linkedin.com
[21] instagram.com
[21] co.uk
[19] dmm.com
[16] forbes.com
[12] twinybots.ch

Top Domains in Tweet in G2:
[1] facebook.com

Top Domains in Tweet in G3:
[73] twinybots.ch
[23] medium.com
[22] lawyer-monthly.com
[21] co.uk
[19] iammarketingmedia.com
[18] hackernoon.com
[15] engineering.com
[15] wired.com
[10] esi-group.com
[10] techradar.com

Top Domains in Tweet in G4:
[4] cnn.com
[4] trib.al
[2] twitter.com
[1] mining.com
[1] nbcrightnow.com
[1] mediapost.com
[1] invirovr.com
[1] instagram.com

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

Top Domains in Tweet in G6:
[1] tiltfive.com
[1] discord.gg
[1] furality.org

Top Domains in Tweet in G7:
[5] trib.al

Top Domains in Tweet in G8:
[19] wired.com
[5] pexip.com
[3] twitter.com
[2] chtbl.com
[2] circularfashionsummit.com
[1] ns-healthcare.com
[1] wwd.com
[1] mashable.com

Top Domains in Tweet in G9:
[11] co.uk
[4] labiennale.org
[3] coolhunting.com
[3] cultmtl.com
[2] oculus.com
[2] wweek.com
[2] medium.com
[2] nfbonf.ca
[1] phi-centre.com
[1] edscoop.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[425] virtualreality
[364] vr
[107] ar
[98] tech
[96] augmentedreality
[57] belgiangp
[44] technology
[41] virtual
[35] ai
[33] digital



Top Hashtags in Tweet in G1:
[128] vr
[92] virtualreality
[30] ar
[18] augmentedreality
[17] virtual
[15] technology
[14] etourism
[12] tech
[12] socialmedia
[11] reality

Top Hashtags in Tweet in G3:
[204] virtualreality
[73] tech
[68] vr
[56] belgiangp
[48] augmentedreality
[32] ar
[23] gaming
[21] future
[19] digital
[19] billion

Top Hashtags in Tweet in G4:
[4] virtualreality
[4] invirovr
[3] stressmanagement
[3] anxiety
[2] ptsd
[2] vr
[1] caregiving
[1] seniorliving
[1] eldercare
[1] seniorcare

Top Hashtags in Tweet in G6:
[1] vrchat
[1] virtualcon

Top Hashtags in Tweet in G8:
[14] pexiptelehealth
[9] burningmanmultiverse
[6] telemednow
[4] publicsafety
[4] 5g
[3] brcvr
[3] vr
[3] virtualcare
[2] free
[2] ebook

Top Hashtags in Tweet in G9:
[16] venicevrexpanded
[10] biennalecinema2020
[8] immersive
[8] livevr
[7] alienrescue
[6] metamovie
[5] vr
[4] piacenza
[2] virtualreality
[2] countdowntomars

Top Hashtags in Tweet in G10:
[1] debates2020

Top Words
Top Words in Tweet in Entire Graph:
[5982] reality
[5644] virtual
[960] biden
[955] check
[901] again
[882] provide
[866] trump
[850] voters
[849] sorry
[847] states

Top Words in Tweet in G1:
[1618] reality
[1601] virtual
[253] vr
[140] games
[138] gaming
[128] #vr
[121] augmented
[120] more
[92] #virtualreality
[89] world

Top Words in Tweet in G2:
[839] trump
[838] reality
[838] biden
[837] mmflint
[837] sorry
[837] provide
[837] check
[837] again
[837] registered
[837] voters

Top Words in Tweet in G3:
[386] reality
[376] virtual
[204] #virtualreality
[120] _
[77] vr
[73] #tech
[68] #vr
[63] thevrara
[57] augmented
[56] grand

Top Words in Tweet in G4:
[239] virtual
[231] cnn
[229] using
[225] university
[225] india
[225] come
[225] unique
[225] way
[225] awarding
[225] students

Top Words in Tweet in G5:
[205] virtual
[203] rushkoff
[203] media
[202] guys
[202] float
[202] bubbles
[202] lab
[202] called
[202] artificial
[202] ecology

Top Words in Tweet in G6:
[410] furality
[139] vrchat
[138] join
[137] pleased
[137] announce
[137] next
[137] online
[137] xperience
[137] 2000
[137] november

Top Words in Tweet in G7:
[115] virtual
[114] university
[114] india
[114] come
[114] unique
[114] way
[114] awarding
[114] students
[114] degrees
[114] social

Top Words in Tweet in G8:
[43] virtual
[36] wired
[30] reality
[21] burning
[21] man
[20] covid
[19] brcvr
[17] group
[15] next
[15] thank

Top Words in Tweet in G9:
[56] reality
[53] virtual
[29] la_biennale
[23] vr
[23] technology
[22] using
[19] live
[19] generation
[19] digital
[19] conservationists

Top Words in Tweet in G10:
[53] reality
[51] virtual
[40] biden
[38] abigailmarone
[25] right
[25] people
[24] show
[23] place
[23] support
[19] today

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3898] virtual,reality
[857] reality,check
[845] sorry,provide
[845] provide,reality
[845] check,again
[845] registered,voters
[843] swing,states
[842] states,biden
[842] biden,trump
[837] again,poll

Top Word Pairs in Tweet in G1:
[1316] virtual,reality
[75] augmented,reality
[73] reality,virtual
[69] reality,games
[52] well,virtual
[51] hey,katherine
[51] katherine,elizabeth
[51] elizabeth,welcome
[51] welcome,gaming
[51] gaming,channel

Top Word Pairs in Tweet in G2:
[837] sorry,provide
[837] provide,reality
[837] reality,check
[837] check,again
[837] registered,voters
[837] swing,states
[837] states,biden
[837] biden,trump
[836] again,poll
[836] poll,registered

Top Word Pairs in Tweet in G3:
[348] virtual,reality
[115] _,_
[56] grand,prix
[56] prix,virtual
[56] reality,#belgiangp
[56] #belgiangp,#tech
[55] thevrara,grand
[34] burning,man
[32] immersive,virtual
[30] systematic,review

Top Word Pairs in Tweet in G4:
[229] using,virtual
[225] university,india
[225] india,come
[225] come,unique
[225] unique,way
[225] way,awarding
[225] awarding,students
[225] students,degrees
[225] degrees,social
[225] social,distance

Top Word Pairs in Tweet in G5:
[202] guys,float
[202] float,virtual
[202] virtual,bubbles
[202] bubbles,media
[202] media,lab
[202] lab,called
[202] called,artificial
[202] artificial,ecology
[202] ecology,never
[201] rushkoff,guys

Top Word Pairs in Tweet in G6:
[137] pleased,announce
[137] announce,next
[137] next,furality
[137] furality,online
[137] online,xperience
[137] xperience,furality
[137] furality,2000
[137] 2000,join
[137] join,vrchat
[137] vrchat,november

Top Word Pairs in Tweet in G7:
[114] university,india
[114] india,come
[114] come,unique
[114] unique,way
[114] way,awarding
[114] awarding,students
[114] students,degrees
[114] degrees,social
[114] social,distance
[114] distance,using

Top Word Pairs in Tweet in G8:
[28] virtual,reality
[21] burning,man
[14] covid,19
[14] 19,dousing
[14] dousing,flame
[14] flame,world
[14] world,burning
[14] man,group
[14] group,nine
[14] nine,digital

Top Word Pairs in Tweet in G9:
[51] virtual,reality
[22] reality,technology
[19] generation,digital
[19] digital,conservationists
[19] conservationists,using
[19] using,cutting
[19] cutting,edge
[19] edge,virtual
[19] technology,revive
[19] revive,war

Top Word Pairs in Tweet in G10:
[47] virtual,reality
[23] right,place
[23] place,people
[23] people,show
[23] show,support
[23] support,biden
[23] biden,virtual
[22] abigailmarone,right
[17] lol,today
[17] today,kenosha

Top Replied-To
Top Replied-To in Entire Graph:
@loraxofficiai
@gleamapp
@elonmusk
@nanuno_reality
@neuralink
@phia_bunny
@cnn
@realdonaldtrump
@nyanchi_reality
@fivefootphotog

Top Replied-To in G1:
@loraxofficiai
@nanoputty

Top Replied-To in G2:
@mmflint

Top Replied-To in G3:
@chuan_l
@microsoft
@roblemvr

Top Replied-To in G4:
@cnn
@mynd_health

Top Replied-To in G5:
@silencedforreal

Top Replied-To in G6:
@gailsimone

Top Replied-To in G7:
@cnni

Top Replied-To in G8:
@sbassill1
@pexipinc
@janseventyfour

Top Replied-To in G9:
@nasa

Top Replied-To in G10:
@realdonaldtrump
@pleasebekind2
@trumpstudents
@senthomtillis
@joebiden
@mal67971196
@presssec
@og_ac_slater

Top Mentioned
Top Mentioned in Entire Graph:
@mmflint
@cnn
@rushkoff
@vrchat
@furality
@cnni
@thevrara
@ibm
@mrgee54
@brittneymmorris

Top Mentioned in G1:
@usadralansari
@housingitguy
@eventsif
@ilearn2primary
@hci_research
@dgarmstrong
@datathefiox5
@honeyxxbun
@kamranmeorajput

Top Mentioned in G2:
@mmflint
@tomellis17

Top Mentioned in G3:
@thevrara
@eraser
@cityam
@anneboden
@medium
@patosins
@educatorsvr
@antgrasso
@sallyeaves
@alysesue

Top Mentioned in G4:
@cnn
@endangered
@mining
@nbcrightnow
@robynkanner
@mynd_health
@mmflint

Top Mentioned in G5:
@rushkoff
@ozm

Top Mentioned in G6:
@vrchat
@furality
@medabunny

Top Mentioned in G7:
@cnni
@cnn
@kwasiasante12
@jkwaatei

Top Mentioned in G8:
@wired
@brcvr
@pexipinc
@altspacevr
@evankirstel
@wiredculture
@irmaraste
@sbassill1
@amylameyer
@cfsbylablaco

Top Mentioned in G9:
@la_biennale
@oculus
@invisiblepeople
@the_newarab
@phicentre
@coolhunting
@marindabotha6
@trixiemattel
@hardlynormal
@piacenza2020

Top Mentioned in G10:
@abigailmarone
@realdonaldtrump
@joebiden
@potus
@molliesdadtaken
@tsugirl07
@tarasetmayer
@the_lady_red
@twitter
@twittersafety

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@fantasysite
@pairsonnalites
@greychampion
@eazeee2004
@chris_1791
@nblackthorne
@sbdesignmedia
@s9tmt
@blfeed

Top Tweeters in G1:
@pulpnews
@fantasysite
@pairsonnalites
@greychampion
@blfeed
@davidjones720
@dailydealfeeds
@avplaynow
@npsusa
@thesecretlawofa

Top Tweeters in G2:
@zsinein
@myplace4u
@xstarfirekory
@cheri_kentucky
@oldsalz
@awhatdafudge
@petchary
@thiagofc1982
@dieviviarruda
@lorion

Top Tweeters in G3:
@iam__network
@eraser
@adunlea
@globeandmail
@ssxman2
@researchmrx
@thomaspower
@enrirosasdiaz
@ganjasmokercb
@tastelikelov

Top Tweeters in G4:
@world_news_eng
@graham_telenoza
@ikateufel
@bankrot_59ru
@thepowerofmeow
@bearaoi
@brujomentiroso
@cnn
@mpassy_jr
@telanganafacts

Top Tweeters in G5:
@carolmaewy
@minotauresse
@torich_tocare
@blurbette
@pfanderson
@beverlyfolkers
@juliettetorrez
@k810mt
@scorpiess93
@meljmcd

Top Tweeters in G6:
@gailsimone
@gigash
@babydragon_mizu
@inkblitzer
@flutebirdie
@rentradewind
@shonalykos
@ickyburd
@dianethedraws
@kanamaumau

Top Tweeters in G7:
@scratchinpro
@souzaeluam
@cnni
@quantatheist
@ditmyk
@skittiem
@osahe28q
@ppatt20_
@ashishchauhan
@lizamavel

Top Tweeters in G8:
@evankirstel
@lawlor224
@mashable
@factsfaraone
@mariadeliasofia
@rambo56089743
@bcstrat
@wired
@techaggreg
@wwd

Top Tweeters in G9:
@kimvie
@ansisegle
@the_newarab
@hardlynormal
@angelmabel19761
@fchasteland
@unixdoss
@karenfadus1
@citizenofthewo4
@iamkhayyam

Top Tweeters in G10:
@docwashburn
@happyheart411
@lumezgo77
@laurieannbaker
@the_lady_red
@kalv194
@salosso
@whigsntwigs
@lisa32686
@eternafreeda


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