#MR, Twitter, 3/12/2020 5:44:29 AM, 222774


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#MR_2020-03-11_21-54-00.xlsx
#MR_2020-03-11_21-54-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2020
Short Description:
#MR via NodeXL http://bit.ly/2w2reQu
@alvinfoo
@mikequindazzi
@carolyn_a_drake
@steube
@macyliv
@kashyapvyaas
@kaitlynekeller
@chboursin
@jadesmi72331199
@annettemees

Top hashtags:
#mr
#ar
#vr
#pitmad
#augmentedreality
#virtualreality
#iot
#mixedreality
#coronavirus

Description:
Description
The graph represents a network of 3,504 Twitter users whose tweets in the requested range contained "#MR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 March 2020 at 04:55 UTC.

The requested start date was Thursday, 12 March 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 5-day, 23-hour, 55-minute period from Thursday, 05 March 2020 at 15:07 UTC to Wednesday, 11 March 2020 at 15:02 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 : 3504
Unique Edges : 4815
Edges With Duplicates : 1762
Total Edges : 6577
Number of Edge Types : 4
MentionsInRetweet : 4261
Tweet : 1515
Mentions : 677
Replies to : 124
Self-Loops : 1515
Reciprocated Vertex Pair Ratio : 0.0179880079946702
Reciprocated Edge Ratio : 0.0353403141361257
Connected Components : 745
Single-Vertex Connected Components : 474
Maximum Vertices in a Connected Component : 1066
Maximum Edges in a Connected Component : 2311
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.964286
Graph Density : 0.000373456802193032
Modularity : 0.628577
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 3,504 Twitter users whose tweets in the requested range contained "#MR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 March 2020 at 04:55 UTC.

The requested start date was Thursday, 12 March 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 5-day, 23-hour, 55-minute period from Thursday, 05 March 2020 at 15:07 UTC to Wednesday, 11 March 2020 at 15:02 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 : #MR
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:
[16] https://biz.cas.softbank.jp/mixpace/
[14] https://twitter.com/i/lists/1084474213912571904
[12] https://www.youtube.com/watch?v=JJCx5XdfkBY&feature=youtu.be

[10] https://medium.com/@markvanrijmenam/how-augmented-reality-will-affect-marketing-campaigns-3a6d7c686608
[8] https://www.viewconference.it/
[6] https://voicetechpodcast.com/episodes/voice-commerce-fmcg-shopping-krish-velkar-ogilvy-voice-tech-podcast-ep-059/
[6] https://sirabee.com/2020/03/09/20162273656/
[4] https://seekingalpha.com/pr/17805247-how-coronavirus-is-threatening-just-supply-and-demand
[4] https://twitter.com/kaki7770000?protected_redirect=true
[4] http://datahacker.rs

Top URLs in Tweet in G1:
[1] https://www.wattpad.com/story/182250105?utm_source=ios&utm_medium=link&utm_content=story_info&wp_page=story_details&wp_uname=ScribblingDrake&wp_originator=EuQBFOxaP877B2rsgG0BM6dZ2tuM3i0cvVRdc%2FajRapL8EQ0TBmsS4iN%2B%2FOPsIGx7KAyljFQfqt1zQuv2qjvnVu%2FCpCRoaCBPIR18p8Hpg6%2BnxclhrLy7mC6yl115owV&_branch_match_id=link-764846345286764351
[1] https://www.instagram.com/p/B9XT0ROhU5W/?igshid=1sk3t1q4pzj0q

Top URLs in Tweet in G2:
[4] https://twitter.com/kaki7770000?protected_redirect=true
[3] http://magicfm.de
[3] https://osaka-driven-dev.connpass.com/
[3] http://skplan.main.jp/sunnyday/2016/07/23/post-7731/
[2] https://app.babangida.be/share/com.baban.uwakisareE
[2] https://kuizy.net/myquiz/22840
[2] https://www.qab.co.jp/information/data2003/
[2] https://kuizy.net/myquiz/56388
[2] https://softwaredevelopersindia.com/blog/build-app-mixed-reality/
[2] http://kansensho.jp/pc/article.html?id=VC00000011

Top URLs in Tweet in G3:
[6] https://voicetechpodcast.com/episodes/voice-commerce-fmcg-shopping-krish-velkar-ogilvy-voice-tech-podcast-ep-059/
[3] https://dxminds.com/how-much-does-car-rental-app-like-zoomcar-cost/
[2] https://blog.orbit-ed.com/augmented-reality-in-education/
[1] https://www.facebook.com/RequestBird/videos/555342194970261/?__xts__[0]=68.ARDRU34eanUzEHvYJuwrc7mXxqM60pxPeHSBOfjQGfvQ76JNg6facfEWENeAcBr80W24xNp5AbGnlfFGvpMHmJy9bP0lhzAwuGRt6W5H_0TScSDt_PA4z1ywvtSBxwQcfhoIjKcRu3d3Iv9y3kF1m8SnU54pY9ucgbBZ2KxDLPsStMn63CC0T_I9b7ExQr9WsZsDVzwSDDW8VrPvFmk4L-hCBAcl6LiAhnjJmiwIzA7q2iZP_nV1x9sr4Ya6Hzeh1KXet68iPPZVYyr8OOYsklP5T9iiv0eT7xvPj0LvKC_Ux6DmTM2JNlannzXcCgWVda89Ufwp9MR9Bdq2dXiGeHLE8kiFjIRilidiKA&__tn__=-R
[1] https://www.facebook.com/RequestBird/videos/555342194970261/
[1] https://twitter.com/celinedarnet_/status/1237477199663505408
[1] https://www.justinmind.com/blog/vr-design/?utm_medium=social&utm_source=twitter.com&utm_campaign=blog+post
[1] http://tweetedtimes.com/#!/PekkaPuhakka/qrcode-news-tech
[1] https://voicetechpodcast.com/episodes/hum-a-fingerprint-extract-a-melody-dogac-basaran-cnrs-voice-tech-podcast-ep-009/
[1] https://twitter.com/KanezaDiane/status/1234039484838223872

Top URLs in Tweet in G4:
[3] https://www.udemy.com/apache-hadoop-and-mapreduce-interview-questions-and-answers/?couponCode=DISCOUNT
[1] https://www.verdict.co.uk/augmented-reality-timeline/
[1] https://gritdaily.com/the-what-when-why-of-apples-ar-play/
[1] https://twitter.com/UploadVR/status/1237287296141066246

Top URLs in Tweet in G6:
[1] https://twitter.com/steube/status/1237205198927511552
[1] http://datahacker.rs

Top URLs in Tweet in G8:
[1] https://www.forbes.com/sites/forbesbusinesscouncil/2020/03/10/the-future-of-augmented-reality-for-retailers-and-brands/
[1] https://interestingengineering.com/xr-specialist-outlines-how-software-and-interaction-design-will-be-reshaped-by-ar-vr-xr

Top URLs in Tweet in G9:
[2] https://www.digicatapult.org.uk/activities/open-call/creativexr?utm_source=comms_pack&utm_medium=social&utm_campaign=cxr_2020&utm_content=open_data_institute
[1] https://www.digicatapult.org.uk/activities/open-call/creativexr?utm_source=comms_pack&utm_medium=social&utm_campaign=cxr_2022&utm_content=bame_in_games
[1] https://www.digicatapult.org.uk/activities/open-call/creativexr?utm_source=twitter&utm_medium=social
[1] https://www.digicatapult.org.uk/activities/open-call/creativexr/?utm_source=twitter&utm_medium=social&utm_campaign=cxr_2020
[1] https://www.digicatapult.org.uk/activities/open-call/creativexr?utm_source=comms_pack&utm_medium=social&utm_campaign=cxr_2020
[1] https://www.digicatapult.org.uk/activities/open-call/creativexr?utm_source=comms_pack&utm_medium=social&utm_campaign=cxr_2020&utm_content=bristol_vr_lab
[1] http://bit.ly/2vI5xFf
[1] https://www.digicatapult.org.uk/activities/open-call/creativexr/
[1] https://www.northernirelandscreen.co.uk/news/interactive-content/digital-catapult-open-call-creativexr/

Top Domains
Top Domains in Tweet in Entire Graph:
[76] twitter.com
[50] instagram.com
[35] youtube.com
[17] medium.com
[16] softbank.jp
[14] co.jp
[13] twitcasting.tv
[11] youtu.be
[10] org.uk
[8] dxminds.com

Top Domains in Tweet in G1:
[1] wattpad.com
[1] instagram.com

Top Domains in Tweet in G2:
[38] instagram.com
[24] twitter.com
[12] youtube.com
[5] kuizy.net
[5] twitcasting.tv
[4] tumblr.com
[4] brainxchange.com
[4] art-watching2015.com
[3] readawrite.com
[3] linkedin.com

Top Domains in Tweet in G3:
[7] voicetechpodcast.com
[3] dxminds.com
[3] twitter.com
[2] facebook.com
[2] orbit-ed.com
[2] tweetedtimes.com
[1] justinmind.com
[1] viewconference.it
[1] medium.com
[1] co.uk

Top Domains in Tweet in G4:
[3] udemy.com
[1] co.uk
[1] gritdaily.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com
[1] datahacker.rs

Top Domains in Tweet in G8:
[1] forbes.com
[1] interestingengineering.com

Top Domains in Tweet in G9:
[8] org.uk
[1] bit.ly
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2633] mr
[763] ar
[639] vr
[411] pitmad
[280] augmentedreality
[265] virtualreality
[203] iot
[193] mixedreality
[189] coronavirus
[174] covid19



Top Hashtags in Tweet in G1:
[312] pitmad
[300] mr
[116] a
[96] ya
[64] f
[57] lgbt
[50] mg
[49] p
[47] uf
[40] poc

Top Hashtags in Tweet in G2:
[937] mr
[117] ミスチル
[44] ar
[41] vr
[23] 桜井和寿
[21] birthday
[19] うたことば
[17] 星になれたら
[16] 桜井和寿誕生祭
[15] xr

Top Hashtags in Tweet in G3:
[315] ar
[313] vr
[206] virtualreality
[187] mr
[126] futureofwork
[125] augmentedreality
[116] workforce
[107] iot
[68] 3d
[58] makeyourownlane

Top Hashtags in Tweet in G4:
[130] coronavirus
[130] covid19
[128] china
[17] mr
[12] ar
[9] vr
[9] ai
[7] mixedreality
[5] digitaltransformation
[4] hololens

Top Hashtags in Tweet in G5:
[43] mr
[36] pitmad
[15] pb
[15] a
[14] f
[12] ya
[5] sffpit
[5] wf
[4] lf
[4] tt

Top Hashtags in Tweet in G6:
[73] mr
[72] ar
[61] iot
[56] augmentedreality
[43] mixedreality
[42] wearables
[27] vr
[22] ai
[17] digital
[13] coronavirus

Top Hashtags in Tweet in G7:
[23] pitmad
[23] mr
[15] a
[8] hf
[8] lf
[6] p
[6] ya
[6] spf
[6] irmc
[6] own

Top Hashtags in Tweet in G8:
[92] ar
[81] mr
[68] mixedreality
[67] vr
[53] tech
[52] augmentedreality
[45] future
[41] xr
[32] virtualreality
[27] emergingtech

Top Hashtags in Tweet in G9:
[61] vr
[61] ar
[61] mr
[38] creativexr
[3] uni2unicorns

Top Hashtags in Tweet in G10:
[6] pitmad
[6] mr
[4] a
[4] f
[3] m
[2] mg
[2] h
[1] own
[1] lgbt
[1] mh

Top Words
Top Words in Tweet in Entire Graph:
[2523] Words in Sentiment List#1: Positive
[3777] Words in Sentiment List#2: Negative
[146] Words in Sentiment List#3: Angry/Violent
[105486] Non-categorized Words
[111786] Total Words
[2530] #mr
[1256] gt
[762] #ar
[638] #vr
[611] children

Top Words in Tweet in G1:
[312] #pitmad
[300] #mr
[197] magic
[192] witch
[144] life
[141] dead
[128] one
[121] home
[118] things
[116] #a

Top Words in Tweet in G2:
[840] #mr
[383] children
[117] #ミスチル
[96] サンデー
[86] mr
[71] ##mr
[60] bot
[60] twitt
[44] #ar
[42] hari

Top Words in Tweet in G3:
[1172] gt
[315] #ar
[313] #vr
[308] mikequindazzi
[206] #virtualreality
[187] #mr
[135] chboursin
[133] ptc
[126] #futureofwork
[125] #augmentedreality

Top Words in Tweet in G4:
[132] smart
[130] helmets
[130] epidemic
[130] control
[130] staff
[130] #coronavirus
[130] #covid19
[128] used
[128] #china
[128] measure

Top Words in Tweet in G5:
[62] world
[59] stranger
[59] soulmate
[59] memories
[58] tells
[58] destroy
[58] husband
[58] abducted
[57] macyliv
[57] bee

Top Words in Tweet in G6:
[73] #mr
[72] #ar
[66] smart
[61] #iot
[56] #augmentedreality
[51] evankirstel
[43] #mixedreality
[42] interested
[42] trying
[42] glasses

Top Words in Tweet in G7:
[47] newly
[43] town
[42] search
[41] pregnant
[41] reporter
[41] matches
[41] wits
[41] bigots
[41] small
[41] authorities

Top Words in Tweet in G8:
[94] steube
[92] #ar
[81] #mr
[68] future
[68] #mixedreality
[67] #vr
[64] augmented
[64] reality
[53] #tech
[52] #augmentedreality

Top Words in Tweet in G9:
[61] #vr
[61] #ar
[61] #mr
[46] develop
[45] creative
[38] #creativexr
[34] digicatapult
[33] 20k
[24] apply
[22] expert

Top Words in Tweet in G10:
[71] circus
[42] night
[41] house
[41] leeta
[40] ninth
[37] anderleauthor
[17] sold
[17] children
[17] darren
[17] captivate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[828] gt,gt
[453] #mr,children
[374] #ar,#vr
[193] #vr,#mr
[193] #ar,#mr
[189] mikequindazzi,gt
[170] smart,helmets
[170] epidemic,control
[170] control,staff
[166] #coronavirus,#covid19

Top Word Pairs in Tweet in G1:
[91] #pitmad,#a
[83] #pitmad,#ya
[77] dead,witch
[77] witch,walking
[77] walking,constantine
[75] carolyn_a_drake,dead
[73] stranger,things
[70] way,home
[68] skeptic,hinako
[68] hinako,insults

Top Word Pairs in Tweet in G2:
[285] #mr,children
[109] children,#ミスチル
[88] #mr,サンデー
[70] ##mr,children
[60] #mr,bot
[60] bot,twitt
[30] hari,ini
[24] mr,children
[21] #ar,#mr
[20] gt,gt

Top Word Pairs in Tweet in G3:
[781] gt,gt
[270] #ar,#vr
[181] mikequindazzi,gt
[128] #vr,#mr
[125] chboursin,#ar
[122] ptc,mikequindazzi
[116] #vr,train
[116] train,#workforce
[116] #workforce,streamline
[116] streamline,#futureofwork

Top Word Pairs in Tweet in G4:
[130] smart,helmets
[130] epidemic,control
[130] control,staff
[130] #coronavirus,#covid19
[128] helmets,used
[128] used,epidemic
[128] staff,#china
[128] #china,measure
[128] measure,body
[128] body,temperatures

Top Word Pairs in Tweet in G5:
[58] stranger,tells
[58] tells,soulmate
[58] soulmate,destroy
[58] destroy,world
[58] world,husband
[58] husband,abducted
[58] abducted,memories
[57] macyliv,stranger
[57] memories,bee
[18] wonder,defends

Top Word Pairs in Tweet in G6:
[42] interested,trying
[42] trying,smart
[42] smart,glasses
[42] glasses,#wearables
[42] #wearables,#iot
[42] #iot,#mixedreality
[42] #mixedreality,#mr
[42] #mr,#ar
[42] #ar,focalsbynorth
[42] focalsbynorth,#augmentedreality

Top Word Pairs in Tweet in G7:
[41] newly,pregnant
[41] pregnant,reporter
[41] reporter,matches
[41] matches,wits
[41] wits,bigots
[41] bigots,small
[41] small,town
[41] town,authorities
[41] authorities,eldritch
[41] eldritch,abominations

Top Word Pairs in Tweet in G8:
[64] augmented,reality
[30] #mr,#mixedreality
[28] steube,augmented
[26] steube,future
[25] #ar,#vr
[24] #ar,#mr
[20] #vr,#virtualreality
[19] #xr,#vr
[19] future,retail
[19] retail,shopping

Top Word Pairs in Tweet in G9:
[61] #vr,#ar
[61] #ar,#mr
[24] develop,creative
[22] expert,support
[21] time,again
[21] again,mitts
[21] mitts,20k
[21] 20k,develop
[21] creative,#vr
[21] #mr,kind

Top Word Pairs in Tweet in G10:
[40] ninth,house
[40] house,night
[40] night,circus
[37] anderleauthor,ninth
[17] circus,sold
[17] sold,circus
[17] circus,children
[17] children,leeta
[17] leeta,darren
[17] darren,captivate

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@alvinfoo
@chboursin
@ptc
@pixelcase
@steube
@kaitlynekeller
@carolyn_a_drake
@macyliv
@slmumby1

Top Mentioned in G1:
@kaitlynekeller
@carolyn_a_drake
@slmumby1
@hisujhap
@nadler369
@lyssieevans
@elainemariecar1
@_mmbray
@scribblingdrake
@mikewallace327

Top Mentioned in G2:
@brainxchange
@glams_radio
@stevemgt
@tonypearson87
@owijimilton
@thefirsch
@mrjoshrest
@popzdedeejay
@sinngh_vimal

Top Mentioned in G3:
@mikequindazzi
@chboursin
@ptc
@pixelcase
@kanezadiane
@tosolini
@magicleap
@hana_elsayyed
@googleearth

Top Mentioned in G4:
@alvinfoo
@marcusborba
@apple
@intengineering
@healthcareldr
@paula_piccard
@grattonboy
@enricomolinari
@fabriziobustama
@bigdata_engnr

Top Mentioned in G5:
@macyliv
@henrylherz
@jennacapbooks
@writerjonah
@angelaface
@thewookwife
@lbradleyauthor
@tanyathib
@freshlookonlife
@bottlebrushcove

Top Mentioned in G6:
@evankirstel
@focalsbynorth
@enricomolinari
@businessinsider
@shicooks
@alvinfoo
@ronald_vanloon
@mikequindazzi
@maticvl

Top Mentioned in G7:
@wsfairytales
@hannahpagebooks
@anitasalemink
@vsanderson1
@mrbrianrowe
@danielle_resh
@writerchickmama
@heatherlrusso1
@randlejohanna
@slmumby1

Top Mentioned in G8:
@steube
@alvinfoo
@prvncher
@nsb3d
@youcamapps
@amandacosco
@thefuturist007
@gregmadison
@digitalked
@forbes

Top Mentioned in G9:
@digicatapult
@annettemees
@ace_national
@creativeengland
@tateexchange
@niscreen
@steamhouseuk
@_ellengoodman
@bristolvrlab

Top Mentioned in G10:
@anderleauthor
@josiecolumbus
@elainebuckner
@wildcraigdom
@skalarickal
@anthonymstrong
@ericpercak
@macyliv
@_mmbray
@scribblingdrake

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@sectest9
@piyuanker12
@chidambara09
@evankirstel
@diomedes66
@ericdemarylebon
@maybel65
@dupouvoirdachat
@thehill

Top Tweeters in G1:
@dominicpiper1
@cipherequality
@robbychu
@sak_stories
@carlayoung
@d_ast777
@bionicanadian
@sumbodysbabygrl
@tagsitqaf
@mquigley1963

Top Tweeters in G2:
@cas_2050001283
@iam__network
@bbcr2musicbot
@bbcanmusicbot
@glams_radio
@fuyugasukidesu
@yuyuecoco
@radiobobiko
@rhodafromfloda
@bbcmcrmusicbot

Top Tweeters in G3:
@sectest9
@chidambara09
@ericdemarylebon
@pekkapuhakka
@trippbraden
@nomoreslaves
@bar_zie
@scratchinpro
@2601manish
@vivekghosal

Top Tweeters in G4:
@piyuanker12
@maybel65
@calcaware
@africaupdates
@mutalabala
@grattonboy
@saeedbaygi
@grattongirl
@liekelamb
@bernardo_pirola

Top Tweeters in G5:
@authoralexbaile
@pinata1138
@briantedjones
@judithgonda
@curleyhammcozy
@christinekohle1
@henrylherz
@banished4ever
@karensloan
@_jessicagoodwin

Top Tweeters in G6:
@evankirstel
@businessinsider
@marshacollier
@sharerussharing
@akwyz
@shicooks
@gvalan
@kingofpayments
@rwang0
@mjoehlerich

Top Tweeters in G7:
@kristen_howe
@debbietcc
@kayfey
@gallifreygamgee
@cinapelayo
@hthrhayes
@sushia
@johnmpoindexter
@lalakate1028
@rehsor

Top Tweeters in G8:
@alphasystech
@forbes
@enrirosasdiaz
@gamedev_planet
@___wj___
@kimsalsan
@bookbootdotcom
@pakay20
@dusanka52843486
@patosins

Top Tweeters in G9:
@grumpypeet
@enerphyschem
@vr_sam
@stickleback_pro
@digicatapult
@ace_national
@katepullinger
@creativeengland
@norwichfilmfest
@theblogtrainer

Top Tweeters in G10:
@annaprictor
@canuckclick
@c8_marie
@camomeriam
@haydenthesharpe
@capac_manco
@elainebuckner
@natalie_wanner1
@ichabodebenezer
@syumiyamamoto


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