#VR, Twitter, 7/7/2020 9:24:13 PM, 230332


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#VR_2020-07-07_11-35-07.xlsx
#VR_2020-07-07_11-35-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2020
Short Description:
#VR via NodeXL https://bit.ly/2Z8sCwX
@mikequindazzi
@researchmrx
@skarredghost
@vrgamersbot
@enricomolinari
@pawlowskimario
@vr_rosie
@chidambara09
@cathyhackl
@jblefevre60

Top hashtags:
#vr
#ar
#ai
#virtualreality
#iot
#machinelearning
#augmentedreality
#mr
#art

Description:
Description
The graph represents a network of 4,223 Twitter users whose tweets in the requested range contained "#VR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 July 2020 at 18:36 UTC.

The requested start date was Tuesday, 07 July 2020 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 1-day, 19-hour, 33-minute period from Sunday, 05 July 2020 at 04:27 UTC to Tuesday, 07 July 2020 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 : 4223
Unique Edges : 5028
Edges With Duplicates : 8376
Total Edges : 13404
Number of Edge Types : 5
Tweet : 1394
Retweet : 3331
MentionsInRetweet : 6671
Mentions : 1957
Replies to : 51
Self-Loops : 1473
Reciprocated Vertex Pair Ratio : 0.0268781077812122
Reciprocated Edge Ratio : 0.0523491689569428
Connected Components : 785
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 2538
Maximum Edges in a Connected Component : 10539
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.070083
Graph Density : 0.000428559265747464
Modularity : 0.476981
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 4,223 Twitter users whose tweets in the requested range contained "#VR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 July 2020 at 18:36 UTC.

The requested start date was Tuesday, 07 July 2020 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 1-day, 19-hour, 33-minute period from Sunday, 05 July 2020 at 04:27 UTC to Tuesday, 07 July 2020 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #VR
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:
[44] https://myhomemarket.jp/cam/05/index.html
[35] https://www.legalexaminer.com/technology/how-artificial-intelligence-is-changing-the-auto-industry/
[32] https://www.analyticsinsight.net/top-10-courses-to-learn-ai-machine-learning-and-deep-learning/
[29] https://vrtravel.typeform.com/to/NCYBvY
[21] https://github.com/cyrildiagne/ar-cptext
[14] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fface-detection-models-which-to-use-and-why-d263e82c302c%3Fsource%3Dsocial.tw
[14] https://www.youtube.com/watch?v=wglTTJeEKDA&feature=youtu.be

[13] https://store.steampowered.com/app/1262230/Djinni__Thaco_Trial_By_Spire/
[13] https://www.pscp.tv/w/cdDyLDFvTmpsT09WYlBOS3d8MW1ueGVsRHBRQllKWC5QUf1YrY284vEsNDeoryqgZpl9vJwISrYQdqn5TyTk
[11] https://skfb.ly/6TzNw?utm_source=social&utm_medium=twitter&utm_campaign=store-staffpick&utm_content=Insect

Top URLs in Tweet in G1:
[26] https://www.legalexaminer.com/technology/how-artificial-intelligence-is-changing-the-auto-industry/
[4] https://www.wired.com/story/5g-unite-world-tearing-us-apart/
[2] https://github.com/cyrildiagne/ar-cptext
[2] https://www.analyticsinsight.net/top-10-courses-to-learn-ai-machine-learning-and-deep-learning/
[2] https://mashable.com/article/facebook-vr-headset-sunglasses-research-lightweight-virtual-reality/
[2] https://www.researchgate.net/profile/Ranbir_Batth/publication/330387179_Internet_of_Robotic_Things_Driving_Intelligent_Robotics_of_Future_-_Concept_Architecture_Applications_and_Technologies/links/5c40b876a6fdccd6b5b46ccd/Internet-of-Robotic-Things-Driving-Intelligent-Robotics-of-Future-Concept-Architecture-Applications-and-Technologies.pdf
[1] https://www.cnet.com/news/25-technologies-that-have-changed-the-world/
[1] https://www.cnbc.com/2020/07/04/virtual-reality-usage-booms-in-the-workplace-amid-the-pandemic.html
[1] https://asia.nikkei.com/Business/Retail/FamilyMart-to-use-remote-controlled-robots-to-stock-shelves
[1] https://www.syfy.com/syfywire/artificial-intelligence-helps-nasa-design-artemis-moon-suit

Top URLs in Tweet in G2:
[43] https://myhomemarket.jp/cam/05/index.html
[29] https://vrtravel.typeform.com/to/NCYBvY
[8] https://myhomemarket.jp/cam/06/index.html
[5] https://line.me/ti/p/2X5Ea2yNlv
[5] https://leonsgirls.com/
[5] https://www.youtube.com/channel/UCtebZvd8dledgFBaTwgLEMA
[5] https://wrap-vr.com/archives/21597
[3] https://novel.line.me/reader/novel/11048
[3] https://youtu.be/u4QDZ2wA2MA
[3] https://www.youtube.com/watch?v=Ch9kAGbGsFE&feature=youtu.be


Top URLs in Tweet in G3:
[30] https://www.analyticsinsight.net/top-10-courses-to-learn-ai-machine-learning-and-deep-learning/
[19] https://github.com/cyrildiagne/ar-cptext
[9] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fface-detection-models-which-to-use-and-why-d263e82c302c%3Fsource%3Dsocial.tw
[7] https://www.legalexaminer.com/technology/how-artificial-intelligence-is-changing-the-auto-industry/
[6] https://www.c-metric.com/blog/what-is-virtual-reality
[4] https://www.linkedin.com/slink?code=dVSmp73
[3] http://datahacker.rs
[2] https://japantoday.com/category/tech/remote-control-vr-robots-to-start-working-in-japanese-convenience-stores-this-summer
[2] https://s3.amazonaws.com/files.appannie.com/reports/1019_How_to_Win_Gen_Z.pdf
[2] https://rossdawson.com/blog/timeline-emerging-science-technology-visual-framework/

Top URLs in Tweet in G4:
[8] https://www.youtube.com/watch?v=wNJ6kvSPL1I&feature=youtu.be&t=835

[7] https://store.steampowered.com/app/819190/Undead_Citadel/
[4] https://skarredghost.com/2020/07/04/how-to-organize-vr-concert-lessons/
[4] https://www.forbes.com/sites/cathyhackl/2020/07/05/augmented-human-5-times-ive-used-technology-to-augment-myself/amp/?__twitter_impression=true
[3] https://immerse.io/2020/07/05/immerse-partners-with-bp-to-create-global-vr-training-program/
[3] https://www.cnbc.com/2020/07/04/virtual-reality-usage-booms-in-the-workplace-amid-the-pandemic.html
[2] https://venturebeat.com/2020/07/01/facebook-advances-vr-rendering-quality-with-neural-4x4-supersampling/
[2] https://www.rollingstone.com/pro/features/virtual-reality-livestreams-covid-1021683/
[2] https://vrinside.jp/news/post-180322/
[2] https://ameblo.jp/vr-station/entry-12609076990.html

Top URLs in Tweet in G5:
[13] https://www.pscp.tv/w/cdDyLDFvTmpsT09WYlBOS3d8MW1ueGVsRHBRQllKWC5QUf1YrY284vEsNDeoryqgZpl9vJwISrYQdqn5TyTk
[9] https://www.pscp.tv/w/cdI5GDFvTmpsT09WYlBOS3d8MVBsSlFOZ3dia014Rc0SzXbo8P9JcOhI_RgICSt2Y9xkMG1quyYSU84ikobZ
[5] https://opensea.io/assets/0xbc0e164ee423b7800e355b012c06446e28b1a29d/2603
[3] https://www.pscp.tv/w/cc-XpDFvTmpsT09WYlBOS3d8MXlOR2FCeU9uYkRKaj6pKeQSMZgl-dkCkVa5WGaUib66ou8FpxMPBJOQPDH6
[2] https://www.pscp.tv/w/cdI2yDFvTmpsT09WYlBOS3d8MVlxS0RwYXZxZ0xLVkYdAdQixKB5v4-wpPLLY9cjGB4K4WHGmkZL24wxSnth
[2] https://superrare.co/artwork-v2/conscientia-11499
[2] https://opensea.io/assets/0xbc0e164ee423b7800e355b012c06446e28b1a29d/2583
[2] https://www.youtube.com/watch?v=ZqHx7p5zL9Q&feature=youtu.be

[1] https://www.youtube.com/watch?v=8fFCQRC8Kgg

[1] https://somniumtimes.com/2020/07/05/somnium-space-monthly-trading-wrap-up-june-2020/

Top URLs in Tweet in G6:
[13] https://store.steampowered.com/app/1262230/Djinni__Thaco_Trial_By_Spire/
[9] https://www.first-stage.moviestorm.co.uk
[9] https://www.pwc.co.uk/issues/intelligent-digital/virtual-reality-vr-augmented-reality-ar/study-into-vr-training-effectiveness.html
[8] https://www.theguardian.com/society/2020/jul/04/london-hospital-starts-virtual-ward-rounds-for-medical-students
[8] https://www.viveport.com/customer/account/login/referer/aHR0cHM6Ly93d3cudml2ZXBvcnQuY29tLzkwY2NmYzBhLTM3MTUtNGQ2NS1hZjFlLTE1YjVmNWM1YzFjMC8%3D/passive/1/
[4] http://www.businessworld.in/article/Business-Reboot-The-Virtual-Reality-Way/06-07-2020-294312/
[3] https://virtualrealityreporter.com/bdsm-vr-porn-marilyn-sugar-virtualrealporn/
[3] http://www.VRDomainNames.com
[3] https://www.2020.ieeeicme.org/index.php/workshops/#Workshop11
[2] http://immersioninsights.com/?edition_id=44c47830-bec6-11ea-8202-0cc47a0d164b

Top URLs in Tweet in G7:
[4] https://vrscout.com/news/resolution-games-announces-angry-birds-vr-online-level-builder-wonderglade-for-quest/
[4] https://www.vrfocus.com/2020/07/the-vr-job-hub-downpour-interactive-mountaintop-studios-pixel-toys/
[4] https://www.vrfocus.com/2020/07/the-under-presents-tempest-provides-another-fascinating-advertisement-for-immersive-vr-theatre/
[3] https://www.hindustantimes.com/brand-post/4-big-tech-trends-for-2021/story-MBX4cKCfYTtlb3p7c5iutM.html
[2] https://www.engadget.com/the-under-presents-tempest-oculus-rift-view-225750213.html
[2] http://www.vrfocus.com/2016/05/the-vr-job-hub-facebook-oculus-nvidia/
[2] https://vrscout.com/news/aaa-open-world-vr-game-rockstar/
[2] https://explosionnetwork.com/news/dance-collider-arrives-on-psvr-this-week
[2] http://uploadvr.com/intels-merged-reality-brings-real-hands-vr-no-controllers/
[2] https://theunionjournal.com/3-new-sectors-where-blockchain-can-disrupt/

Top URLs in Tweet in G8:
[10] https://www.twitch.tv/skol_iosis
[4] https://www.youtube.com/watch?v=1A78aaPlBrQ&feature=youtu.be

[4] https://store.steampowered.com/app/1233610/Tactical_Warfare_Simulator/
[3] https://www.youtube.com/watch?v=59CTKo6UAW0&feature=youtu.be

[3] https://www.jea-pics.de/virtual-reality-htc-vive/?utm_content=buffere5301&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.youtube.com/watch?v=QpR-pIqE6ns&feature=youtu.be

[3] https://www.christcenteredgamer.com/reviews/virtual-reality/7448-powerbeatsvr-oculus-rift-s-preview
[3] https://www.twitch.tv/kaoticlegion
[2] http://thegg.net/press-releases/gameboom-vrs-cooking-simulator-vr-is-coming-to-steam-in-q4-2020/
[2] http://thegg.net/press-releases/little-witch-academia-vr-broom-racing-takes-off-on-oculus-quest-in-late-2020/

Top URLs in Tweet in G9:
[11] https://skfb.ly/6TzNw?utm_source=social&utm_medium=twitter&utm_campaign=store-staffpick&utm_content=Insect
[11] Mecha
[9] https://www.kickstarter.com/projects/madpuppeteer/sauna-2000-sauna-simulator-with-retro-aesthetic/posts/2885167
[5] https://skfb.ly/6TxQJ?utm_source=social&utm_medium=twitter&utm_campaign=regular-staffpick&utm_content=Bronze
[5] pattern
[4] https://www.youtube.com/watch?v=gjvPbpX6ljk&feature=youtu.be

[3] https://skfb.ly/6TCJI?utm_source=social&utm_medium=twitter&utm_campaign=regular-staffpick&utm_content=Post-Apocalyptic
[3] Cipher
[3] Machine
[3] https://skfb.ly/6TDoJ?utm_source=social&utm_medium=twitter&utm_campaign=regular-staffpick&utm_content=Bird

Top URLs in Tweet in G10:
[5] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Fface-detection-models-which-to-use-and-why-d263e82c302c%3Fsource%3Dsocial.tw
[2] https://conference.virtualreality.to/
[2] https://www.forbes.com/sites/cathyhackl/2020/07/05/augmented-human-5-times-ive-used-technology-to-augment-myself/?utm_content=133831732&utm_medium=social&utm_source=twitter&hss_channel=tw-17392332#1f1ef3893c82
[2] https://www.appknock.co/
[1] https://www.inspiritvr.com/pricing
[1] https://www.youtube.com/watch?v=ipkn24YUYdg&t=28s

[1] https://docs.google.com/forms/d/e/1FAIpQLSf3Q5IoFiHEt54TlnFHt1EhuDOHzkXyvNfMvDWB0ts3ljNXDA/viewform
[1] https://twitter.com/FullBloomGame/status/1279942726964953090
[1] https://twitter.com/VRToronto/status/1280217641525919745
[1] https://edtechnology.co.uk/comments/coronavirus-installing-higher-education-4-0/

Top Domains
Top Domains in Tweet in Entire Graph:
[253] youtube.com
[115] twitter.com
[101] twitch.tv
[88] xrea.com
[53] myhomemarket.jp
[41] steampowered.com
[36] forbes.com
[35] donted-v.com
[35] legalexaminer.com
[33] skfb.ly

Top Domains in Tweet in G1:
[26] legalexaminer.com
[6] twitter.com
[4] wired.com
[3] forbes.com
[2] pymnts.com
[2] github.com
[2] analyticsinsight.net
[2] mashable.com
[2] researchgate.net
[1] cnet.com

Top Domains in Tweet in G2:
[88] xrea.com
[57] youtube.com
[51] myhomemarket.jp
[35] donted-v.com
[29] typeform.com
[26] twitter.com
[19] dmm.com
[16] instagram.com
[12] twitch.tv
[10] leonsgirls.com

Top Domains in Tweet in G3:
[30] analyticsinsight.net
[19] github.com
[11] medium.com
[7] legalexaminer.com
[6] linkedin.com
[6] c-metric.com
[4] forbes.com
[3] datahacker.rs
[2] japantoday.com
[2] wired.com

Top Domains in Tweet in G4:
[16] forbes.com
[10] youtube.com
[7] uploadvr.com
[7] steampowered.com
[6] twitter.com
[5] skarredghost.com
[3] immerse.io
[3] cnbc.com
[2] vrroom.buzz
[2] venturebeat.com

Top Domains in Tweet in G5:
[27] pscp.tv
[7] opensea.io
[3] youtube.com
[3] superrare.co
[2] twitter.com
[1] somniumtimes.com
[1] c-metric.com
[1] cryptovoxels.com
[1] facebook.com

Top Domains in Tweet in G6:
[18] co.uk
[15] youtube.com
[14] steampowered.com
[8] theguardian.com
[8] viveport.com
[6] twitch.tv
[5] vrdomainnames.com
[5] ieeeicme.org
[4] virtualrealityreporter.com
[4] businessworld.in

Top Domains in Tweet in G7:
[11] vrfocus.com
[7] venturebeat.com
[6] vrscout.com
[4] uploadvr.com
[3] twitter.com
[3] hindustantimes.com
[2] engadget.com
[2] explosionnetwork.com
[2] theunionjournal.com
[2] thenextweb.com

Top Domains in Tweet in G8:
[43] youtube.com
[26] twitch.tv
[18] vrarnews.com
[8] steampowered.com
[4] thegg.net
[3] jea-pics.de
[3] instagram.com
[3] christcenteredgamer.com
[2] bestgadgetpro.com
[2] vrgamecritic.com

Top Domains in Tweet in G9:
[33] skfb.ly
[14] sketchfab.com
[9] kickstarter.com
[6] youtube.com
[4] cgtrader.com
[3] my.games
[3] twitter.com
[3] ub3da.es
[1] htxlabs.com
[1] legalexaminer.com

Top Domains in Tweet in G10:
[5] medium.com
[2] virtualreality.to
[2] twitter.com
[2] forbes.com
[2] appknock.co
[1] inspiritvr.com
[1] youtube.com
[1] google.com
[1] co.uk
[1] altvr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4028] vr
[1422] ar
[1041] ai
[733] virtualreality
[431] iot
[305] machinelearning
[304] augmentedreality
[260] mr
[225] art
[222] tech



Top Hashtags in Tweet in G1:
[741] vr
[572] ar
[477] ai
[190] machinelearning
[176] mr
[175] virtualreality
[174] augmentedreality
[160] art
[151] iot
[118] cx

Top Hashtags in Tweet in G2:
[749] vr
[85] ar
[70] virtualreality
[51] マイホームマーケット
[43] mhm_5q1b
[27] oculus
[27] gaming
[23] ai
[23] 3d
[21] 360video

Top Hashtags in Tweet in G3:
[300] ai
[218] vr
[206] iot
[199] ar
[95] robotics
[92] emergingtech
[85] tech
[82] machinelearning
[81] virtualreality
[78] artificialintelligence

Top Hashtags in Tweet in G4:
[225] vr
[100] ar
[87] xr
[82] ai
[77] metaverse
[73] spatialcomputing
[63] virtualreality
[9] music
[9] livestreams
[9] musicfestival

Top Hashtags in Tweet in G5:
[107] vr
[45] tiltbrush
[30] virtualreality
[30] blockchain
[26] crypto
[24] cryptoart
[22] nfts
[14] art
[12] nft
[12] ar

Top Hashtags in Tweet in G6:
[217] vr
[159] virtualreality
[26] ar
[26] halflifealyx
[13] ieee
[13] oculusquest
[12] demo
[11] vrcanada
[11] climatechange
[11] steam

Top Hashtags in Tweet in G7:
[152] vr
[97] ar
[54] ai
[40] robotic
[27] augmentedreality
[25] virtualreality
[18] machinelearning
[16] robot
[16] iot
[15] robotics

Top Hashtags in Tweet in G8:
[186] vr
[37] vrgaming
[33] oculusquest
[27] oculus
[23] gaming
[22] virtualreality
[22] beatsaber
[21] vrchat
[19] twitch
[19] htcvive

Top Hashtags in Tweet in G9:
[133] vr
[106] ar
[90] 3d
[15] b3d
[15] lowpoly
[12] ue4
[11] otd
[10] indiegamedev
[9] sauna2000
[9] kickstarter

Top Hashtags in Tweet in G10:
[46] vr
[22] ai
[21] ar
[13] bigdata
[11] fintech
[10] iot
[9] artificialintelligence
[7] mixedreality
[7] mr
[7] vrto

Top Words
Top Words in Tweet in Entire Graph:
[3998] #vr
[1418] #ar
[1041] #ai
[733] #virtualreality
[732] vr
[431] #iot
[367] reality
[340] virtual
[317] gt
[305] #machinelearning

Top Words in Tweet in G1:
[741] #vr
[572] #ar
[477] #ai
[255] jblefevre60
[210] pawlowskimario
[190] #machinelearning
[176] #mr
[175] #virtualreality
[174] #augmentedreality
[170] haroldsinnott

Top Words in Tweet in G2:
[729] #vr
[243] vr
[85] #ar
[70] #virtualreality
[51] #マイホームマーケット
[46] virtual
[43] reality
[43] 500円分quoカードを30名
[43] vrグラスを3名にプレゼント
[43] cmカルトクイズの答えは9回

Top Words in Tweet in G3:
[300] #ai
[228] gt
[218] #vr
[206] #iot
[196] #ar
[182] mikequindazzi
[95] #robotics
[92] #emergingtech
[85] #tech
[84] fisher85m

Top Words in Tweet in G4:
[216] #vr
[100] #ar
[87] #xr
[84] cathyhackl
[83] very
[83] big
[82] #ai
[78] wrote
[77] #metaverse
[75] think

Top Words in Tweet in G5:
[107] #vr
[99] space
[98] vr_rosie
[70] bit
[67] somniumspace
[65] give
[51] life
[46] frida
[45] #tiltbrush
[44] using

Top Words in Tweet in G6:
[217] #vr
[159] #virtualreality
[45] vr
[36] more
[36] virtual
[31] steam
[28] trial
[28] spire
[26] #halflifealyx
[25] #ar

Top Words in Tweet in G7:
[152] #vr
[97] #ar
[54] #ai
[45] ronald_vanloon
[40] #robotic
[37] step
[34] create
[33] tiles
[33] track
[33] immersive

Top Words in Tweet in G8:
[186] #vr
[63] vr
[37] #vrgaming
[33] #oculusquest
[27] #oculus
[27] live
[24] oculus
[23] #gaming
[23] youtube
[22] #virtualreality

Top Words in Tweet in G9:
[133] #vr
[106] #ar
[90] #3d
[79] sketchfab
[73] staff
[73] pick
[70] check
[39] castillo
[39] peñíscola
[39] castellón

Top Words in Tweet in G10:
[46] #vr
[40] altspacevr
[36] deanyeats
[36] moment
[36] july
[35] event
[34] captured
[34] remarkable
[34] tonight
[34] 4th

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[795] #ar,#vr
[267] #vr,#ar
[233] virtual,reality
[220] #vr,#virtualreality
[198] #ai,#machinelearning
[184] #vr,#ai
[173] gt,gt
[168] #ai,#iot
[145] #machinelearning,#ar
[108] mt,mikequindazzi

Top Word Pairs in Tweet in G1:
[365] #ar,#vr
[158] #ai,#machinelearning
[139] #machinelearning,#ar
[121] virtual,reality
[93] haroldsinnott,gvalan
[92] gvalan,rwang0
[92] ty,frronconi
[91] digital,#art
[91] #art,virtual
[91] reality,#ai

Top Word Pairs in Tweet in G2:
[45] #vr,#ar
[43] 500円分quoカードを30名,vrグラスを3名にプレゼント
[43] vrグラスを3名にプレゼント,cmカルトクイズの答えは9回
[43] cmカルトクイズの答えは9回,#マイホームマーケット
[43] #マイホームマーケット,#mhm_5q1b
[43] #mhm_5q1b,#vr
[33] virtual,reality
[26] klick,#vr
[24] #ar,#vr
[23] #vr,#virtualreality

Top Word Pairs in Tweet in G3:
[142] gt,gt
[101] #ai,#iot
[92] #ar,#vr
[63] mt,mikequindazzi
[47] adding,dimensions
[45] #ar,adding
[45] #emergingtech,#emergingtech
[45] #emergingtech,#tech
[45] #tech,#edtech
[45] #iot,#artificialintelligence

Top Word Pairs in Tweet in G4:
[92] #ar,#vr
[73] coming,very
[73] very,big
[73] big,deal
[73] #vr,#ai
[73] #ai,#spatialcomputing
[73] #spatialcomputing,#xr
[72] wrote,#metaverse
[72] #metaverse,coming
[72] deal,think

Top Word Pairs in Tweet in G5:
[44] using,#tiltbrush
[43] enjoying,using
[43] #tiltbrush,camera
[43] camera,paths
[43] paths,few
[43] few,older
[43] older,pieces
[43] pieces,give
[43] give,life
[43] life,brand

Top Word Pairs in Tweet in G6:
[65] #vr,#virtualreality
[24] trial,spire
[22] djinni,thaco
[20] thaco,trial
[18] virtual,reality
[17] effective,#virtualreality
[17] #virtualreality,train
[17] train,people
[17] people,pwc
[17] pwc,trained

Top Word Pairs in Tweet in G7:
[33] tiles,track
[33] track,step
[33] step,create
[33] create,immersive
[30] #robotic,tiles
[30] immersive,#vr
[30] #vr,experience
[30] experience,#ar
[30] #ar,intengineering
[29] ronald_vanloon,#robotic

Top Word Pairs in Tweet in G8:
[24] #vr,#vrgaming
[17] oculus,quest
[14] #vrchat,#vr
[14] beat,saber
[12] rec,room
[12] room,live
[11] come,check
[10] #vr,#virtualreality
[10] #gaming,#vr
[10] #ps4live,rec

Top Word Pairs in Tweet in G9:
[83] #ar,#vr
[73] staff,pick
[73] #3d,#ar
[60] check,#3d
[52] sketchfab,staff
[39] pick,castillo
[39] castillo,peñíscola
[39] peñíscola,castellón
[39] castellón,españa
[39] españa,add4dimensions

Top Word Pairs in Tweet in G10:
[34] captured,remarkable
[34] remarkable,moment
[34] moment,tonight
[34] tonight,july
[34] july,4th
[34] 4th,event
[34] event,altspacevr
[34] altspacevr,couple
[34] couple,came
[34] came,frame

Top Replied-To
Top Replied-To in Entire Graph:
@reisherry
@chris_neto
@8bitdots
@dorktoast
@4vrtour
@hmltn
@triumphchairs
@rockstargames
@spadecreative_
@tomgriffin77

Top Replied-To in G1:
@microsoft

Top Replied-To in G2:
@bettereventsvr

Top Replied-To in G3:
@influencerprom1

Top Replied-To in G4:
@emshunnie
@nikkmitchell
@nathievr
@tomffiske
@_vrroom_

Top Replied-To in G5:
@somniumspace
@deeptowndivers

Top Replied-To in G7:
@triumphchairs
@rockstargames

Top Replied-To in G8:
@dorktoast
@callsignscooter
@vonarlin

Top Replied-To in G9:
@8bitdots

Top Mentioned
Top Mentioned in Entire Graph:
@jblefevre60
@pawlowskimario
@mikequindazzi
@haroldsinnott
@frronconi
@shicooks
@gvalan
@mvollmer1
@enricomolinari
@paula_piccard

Top Mentioned in G1:
@jblefevre60
@pawlowskimario
@haroldsinnott
@frronconi
@shicooks
@gvalan
@mvollmer1
@paula_piccard
@ym78200
@rwang0

Top Mentioned in G2:
@xurtjpdmoyh8d19
@umx5113l
@kamlesm
@genieinaheadset
@m_hayase256
@nonaka_ko
@redoneva22
@kettle_zawa

Top Mentioned in G3:
@mikequindazzi
@fisher85m
@antgrasso
@pawlowskimario
@cmtcameramodule
@analyticsinme
@minuxx_
@pak_aims
@realcolinmac
@theinsaneapp

Top Mentioned in G4:
@cathyhackl
@skarredghost
@_vrroom_
@forbes
@roblemvr
@varkofficial
@uploadvr
@kentbye
@jeanyvesgonin

Top Mentioned in G5:
@vr_rosie
@somniumspace
@natural_warp
@cryptovoxels
@conlan
@crypt0_baby
@annadreambrush
@somniumtimes
@pixelchain_dapp
@tryrollhq

Top Mentioned in G6:
@steam
@pwc
@viveport
@icme2020
@hyper360_eu
@unbiodiversity
@playstation
@unep
@sony
@imacproject

Top Mentioned in G7:
@ronald_vanloon
@intengineering
@vrscout
@ingliguori
@vrfocus
@jblefevre60
@mikequindazzi
@enricomolinari
@marcusborba
@mashable

Top Mentioned in G8:
@beatsaber
@powerbeatsvr
@youtube
@towertagvr
@twitch
@matteo311
@emmitoropeza
@chrisrealityvr
@hyldrazolxyoff
@dmantis4

Top Mentioned in G9:
@sketchfab
@add4dimensions
@htxlabs
@anacarolina_art
@kyan0s
@chiu_hans
@mit_csail
@iammanny_s
@amossorri
@unrealengine

Top Mentioned in G10:
@altspacevr
@deanyeats
@enricomolinari
@vrtoronto
@jonathanaufray
@syfy
@zacharytalis
@defcon
@chidambara09
@thotcon

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@easy_branches
@tokoroten510
@chidambara09
@independent
@indiegamesdevel
@evankirstel
@cybersec_feeds
@aaroncuddeback

Top Tweeters in G1:
@independent
@lorimoreno
@itknowingness
@kcs39194
@calcaware
@lelkan
@sam___hurley
@bot_innovation
@andrewmorrisuk
@marshacollier

Top Tweeters in G2:
@woodstockpro
@naranoabaresika
@m_hayase256
@rivtrophy
@everythingvrt
@freshsalis
@wataru0064
@c7nh16o2
@icrowdfundbuzz
@twtfreede

Top Tweeters in G3:
@sectest9
@easy_branches
@evankirstel
@cybersec_feeds
@aldoceccarelli
@femtech_
@businessinsider
@eraser
@stevekrohn
@fintechna

Top Tweeters in G4:
@ottlegalrebels
@_rutyna_
@forbes
@cleiooo
@verge
@kazaha_yuuki
@akaya_zero_rock
@_tlr_
@missdestructo
@tachouhoner

Top Tweeters in G5:
@garthworld
@nihaustin
@scott_squires
@ninja_account1
@reach2sanket
@rmell_
@cctip_io
@07swordking
@patosins
@kylesgibson

Top Tweeters in G6:
@researchmrx
@b_h_t_rice
@ry_tw
@nascar
@johnkoetsier
@scieducation1
@openhousetwts
@inc42
@buchfieber
@pressecitron

Top Tweeters in G7:
@machinelearnflx
@gezgintrk
@proconchie
@hectorsmx
@dataaugmented
@digitaldecoded1
@thenextweb
@ene3112
@engadget
@tayfunalvr

Top Tweeters in G8:
@germantwitchrt
@rtsmallstreams
@vrgamersbot
@lp_retweets
@thegamingground
@germantwitchsup
@gameandroidnews
@indiedev_rt
@proxserpent
@sosmcwin

Top Tweeters in G9:
@indiegamesdevel
@gombang
@hilo_taoka
@toudajew
@goro4kechi
@adskcommunity
@patentbuddy
@vaporwave_bot_
@feetnigga
@txescu

Top Tweeters in G10:
@chidambara09
@aaroncuddeback
@wrix2
@drferdowsi
@rstatstweet
@gregbjenkins
@linuxdreams
@neil78218433
@boabbysam
@moreauchevrolet


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