TechGroup, Twitter, 10/21/2020 12:50:14 PM, 238398
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Disruptive Tech Cluster
Disruptive Tech Cluster
From:
NodeXLover
Uploaded on:
October 21, 2020
Short Description:
TechGroup via NodeXL https://bit.ly/34i7wyx
@aleksejheinze
@alexfenton
@was3210
@andymiah
@thatdrmaz
@yunisooc
@olgandrienko
@tinajudic
@googlenews
@mcval

Top hashtags:
#passion4digital
#covid19
#phdchat
#digitalmarketing
#togetherstronger
#twitter
#weekend
#amazing

Description:
Description
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 : 258
Unique Edges : 217
Edges With Duplicates : 437
Total Edges : 654
Number of Edge Types : 5
Mentions : 313
Replies to : 73
Retweet : 54
MentionsInRetweet : 128
Tweet : 86
Self-Loops : 90
Reciprocated Vertex Pair Ratio : 0.0365448504983389
Reciprocated Edge Ratio : 0.0705128205128205
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 258
Maximum Edges in a Connected Component : 654
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.706989
Graph Density : 0.00470545651977197
Modularity : 0.360697
NodeXL Version : 1.0.1.441
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterUsers
Graph Term : TechGroup
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:
[6] https://blogs.lse.ac.uk/impactofsocialsciences/2019/06/18/using-twitter-as-a-data-source-an-overview-of-social-media-research-tools-2019/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238329
[5] https://www.jmir.org/2020/10/e22374/
[4] https://theconversation.com/film-your-hospital-the-anatomy-of-a-covid-19-conspiracy-theory-147948
[3] https://docs.google.com/spreadsheets/d/104gt-zpeBJoeIw5Y33Zu_d3_8J1tFpbaP0U9-IR_tDQ/edit?usp=sharing
[3] https://kedgeedu.webex.com/kedgeedu/onstage/g.php?MTID=e91c4e5798543f8eda1bacdcdee095dba
[2] https://www.routledge.com/blog/article/the-importance-of-empathy-in-your-covid-19-marketing-communications
[2] https://petition.parliament.uk/petitions/554276
[2] https://ieeexplore.ieee.org/abstract/document/9201631
[2] https://www.salfordreddevils.net/product/virtual-challenge-cup-final-ticket/

Top URLs in Tweet in G1:
[2] https://www.salfordreddevils.net/product/virtual-challenge-cup-final-ticket/
[1] https://code.org/
[1] https://maps.google.com?q=Little+Longstone&ftid=0x487a28d0defb06ab:0x83d9133ee216948&hl=en-GB&gl=uk&shorturl=1
[1] https://morrisons.queue-it.net/?c=morrisons&e=morrisonsshop&ver=v3-javascript-3.6.0&cver=24&man=Known%20User%20Main%20Shop%20Action&t=https%3A%2F%2Fgroceries.morrisons.com%2Fproducts%2Fmorrisons-wholefoods-marrowfat-peas-110772011
[1] https://twitter.com/cristinavas/status/1314116759532843008
[1] https://www.crypto-news-flash.com/ripple-xrp-and-blockchain-adoption-will-explode-in-the-next-months/
[1] https://twitter.com/redthumbprint/status/1318154767135330306
[1] https://www.youtube.com/watch?v=RCzwoMDgF_I&feature=youtu.be

[1] https://reddevils.mysportsonline.uk/video/CHALLENGE_CUP_FINAL_Leeds_Rhinos_V_Salford_Red_Devils/2737
[1] https://emmaus.org.uk/salford/pods-provide-a-safe-sleep-for-salfords-homeless/

Top URLs in Tweet in G2:
[3] https://kedgeedu.webex.com/kedgeedu/onstage/g.php?MTID=e91c4e5798543f8eda1bacdcdee095dba
[2] https://www.routledge.com/blog/article/the-importance-of-empathy-in-your-covid-19-marketing-communications
[1] https://www.gov.uk/foreign-travel-advice/france
[1] https://share.hsforms.com/11DdmnubGTIeoXWBpaYi63A3e1im
[1] https://www.laprovence.com/article/economie/6000836/marseille-kedge-lance-une-nouvelle-formation-specialisee-dans-linnovation.html
[1] http://fullyloadedpizza.co.uk/pizza-collection/
[1] http://r.socialstudio.radian6.com/bb2aa843-47ec-40f0-8a87-a2203c467165
[1] http://r.socialstudio.radian6.com/49fea52f-b1a0-4dcd-a381-7f46cf7bdaab
[1] https://europeansearchawards.com/?utm_campaign=European%20Search%20Awards%202020&utm_content=138888288&utm_medium=social&utm_source=twitter&hss_channel=tw-2589358238
[1] https://brionygunson.com

Top URLs in Tweet in G3:
[6] https://blogs.lse.ac.uk/impactofsocialsciences/2019/06/18/using-twitter-as-a-data-source-an-overview-of-social-media-research-tools-2019/
[5] https://www.jmir.org/2020/10/e22374/
[4] https://theconversation.com/film-your-hospital-the-anatomy-of-a-covid-19-conspiracy-theory-147948
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238329
[1] https://twitter.com/was3210/status/1310581594219044869
[1] https://juta.co.za/catalogue/an-introduction-to-social-media-research-1e-print_28248/
[1] https://twitter.com/AldiUK/status/1314490865063284736
[1] https://twitter.com/TwitterDev/status/1316041457476620289
[1] https://news.sky.com/story/top-english-clubs-in-bombshell-talks-to-join-european-premier-league-12109175
[1] https://twitter.com/was3210/status/1311812214760919041

Top URLs in Tweet in G4:
[3] https://docs.google.com/spreadsheets/d/104gt-zpeBJoeIw5Y33Zu_d3_8J1tFpbaP0U9-IR_tDQ/edit?usp=sharing
[1] https://petition.parliament.uk/petitions/554276
[1] https://twitter.com/BraveNewWorldNL/status/1309401676001030145
[1] https://twitter.com/iafastro/status/1313793866697519105
[1] https://www.nejm.org/doi/full/10.1056/NEJMe2029812?cookieSet=1
[1] https://iac2020.vfairs.com/
[1] http://tok-spb.org/new/en/event/off-to-space-counternarrating-the-cosmos
[1] http://www.moongallery.eu/
[1] https://www.kosmicainstitute.com/
[1] https://www.youtube.com/watch?feature=youtu.be&v=u_Glq7T1F9k&app=desktop

Top URLs in Tweet in G5:
[2] https://ieeexplore.ieee.org/abstract/document/9201631
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=238329
[1] https://twitter.com/reginafuller/status/1314537269546622977
[1] https://twitter.com/PpeterPeter/status/1315000552259026944
[1] https://www.reddit.com/r/LadiesofScience/comments/j8mnxe/30_years_later_physics_journal_retracts_paper/?utm_source=share&utm_medium=ios_app&utm_name=iossmf
[1] https://twitter.com/nytimes/status/1314979033407459329
[1] https://twitter.com/domdyer70/status/1315678059434045442
[1] https://twitter.com/ucu/status/1315764787284979714
[1] https://twitter.com/N8CIR/status/1316305165914382337
[1] https://twitter.com/ARC_DU/status/1316269512698875905

Top Domains
Top Domains in Tweet in Entire Graph:
[45] twitter.com
[10] ac.uk
[9] jmir.org
[6] co.uk
[6] google.com
[6] youtube.com
[6] theconversation.com
[5] nodexlgraphgallery.org
[5] radian6.com
[4] org.uk

Top Domains in Tweet in G1:
[8] twitter.com
[3] co.uk
[2] salfordreddevils.net
[1] code.org
[1] google.com
[1] queue-it.net
[1] crypto-news-flash.com
[1] youtube.com
[1] mysportsonline.uk
[1] org.uk

Top Domains in Tweet in G2:
[5] radian6.com
[3] webex.com
[3] youtu.be
[2] routledge.com
[2] twitter.com
[2] org.uk
[1] gov.uk
[1] hsforms.com
[1] laprovence.com
[1] co.uk

Top Domains in Tweet in G3:
[9] jmir.org
[8] twitter.com
[7] ac.uk
[5] theconversation.com
[1] nodexlgraphgallery.org
[1] co.za
[1] sky.com
[1] emerald.com
[1] co.uk
[1] paper.li

Top Domains in Tweet in G4:
[6] twitter.com
[4] google.com
[3] youtube.com
[3] ijesports.org
[1] parliament.uk
[1] nejm.org
[1] vfairs.com
[1] tok-spb.org
[1] moongallery.eu
[1] kosmicainstitute.com

Top Domains in Tweet in G5:
[21] twitter.com
[3] ieee.org
[1] nodexlgraphgallery.org
[1] reddit.com
[1] parliament.uk
[1] ac.uk
[1] dangoodspeed.com
[1] org.uk
[1] berfrois.com
[1] substack.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] passion4digital
[15] covid19
[8] phdchat
[7] digitalmarketing
[6] togetherstronger
[6] twitter
[5] weekend
[4] amazing
[3] bscdigitalbusiness
[3] webinar



Top Hashtags in Tweet in G1:
[7] passion4digital
[6] togetherstronger
[5] weekend
[4] amazing
[3] bscdigitalbusiness
[1] vr
[1] education
[1] microsoft
[1] minecraftdesigner
[1] cycling

Top Hashtags in Tweet in G2:
[22] passion4digital
[6] digitalmarketing
[5] covid19
[3] webinar
[2] happybirthday
[2] covid
[2] data
[2] marketing
[2] marketingforthenow
[2] herewegrow

Top Hashtags in Tweet in G3:
[10] covid19
[7] phdchat
[6] twitter
[2] lead2020
[2] digitalhealth
[1] passion4digital
[1] socialmedia
[1] socialmediaresearch
[1] scicomm
[1] science

Top Hashtags in Tweet in G4:
[3] esports
[1] bnw2020
[1] iac2020
[1] levellingup
[1] scicomm
[1] itaccus
[1] conservation
[1] academia
[1] lovehe
[1] highered

Top Hashtags in Tweet in G5:
[3] rse
[1] passion4digital
[1] unflatteringcatphotochallenge
[1] housing
[1] socialhousing
[1] academiclife
[1] f2fteaching
[1] academictwitter
[1] parenting
[1] digital

Top Words
Top Words in Tweet in Entire Graph:
[35] salfordbizsch
[32] #passion4digital
[31] data
[24] social
[21] great
[19] alexfenton
[19] students
[19] salforduni
[19] media
[18] research

Top Words in Tweet in G1:
[23] salfordbizsch
[11] richdron
[10] students
[8] mariakutar
[8] alexfenton
[8] salforduni
[8] great
[8] final
[7] today
[7] charlesknight

Top Words in Tweet in G2:
[22] #passion4digital
[12] kedgebs
[8] digital
[7] alexfenton
[6] marketing
[6] #digitalmarketing
[6] salfordbizsch
[5] kedge
[5] 19
[5] use

Top Words in Tweet in G3:
[23] data
[18] social
[15] conspiracy
[15] research
[13] theory
[13] twitter
[12] article
[11] was3210
[11] film
[11] analysis

Top Words in Tweet in G4:
[11] salforduni
[7] more
[6] space
[6] esports
[5] spatial
[5] journal
[5] people
[5] please
[5] ijesports
[4] one

Top Words in Tweet in G5:
[4] tech
[4] students
[4] cc
[3] hello
[3] fear
[3] going
[3] #rse
[3] need
[3] everything
[3] see

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] social,media
[13] conspiracy,theory
[10] film,hospital
[9] theory,social
[8] covid,19
[8] twitter,data
[8] social,network
[8] network,analysis
[6] salfordbizsch,salforduni
[6] disruptive,tech

Top Word Pairs in Tweet in G1:
[6] salfordbizsch,salforduni
[3] mariakutar,richdron
[3] thechallengecup,final
[3] zahidtapas,salfordbizsch
[3] richdron,yunisooc
[2] bean,sprouts
[2] academic,year
[2] richdron,neilmalone
[2] programme,salfordbizsch
[2] mariakutar,salfordbizsch

Top Word Pairs in Tweet in G2:
[4] ana,cruz
[3] digital,transformation
[3] #passion4digital,#digitalmarketing
[3] covid,19
[2] many,happy
[2] happy,returns
[2] lance,nouvelle
[2] nouvelle,formation
[2] book,#passion4digital
[2] #covid,19

Top Word Pairs in Tweet in G3:
[13] conspiracy,theory
[10] social,media
[10] film,hospital
[9] theory,social
[8] social,network
[8] network,analysis
[8] twitter,data
[6] #covid19,film
[6] hospital,conspiracy
[6] analysis,#twitter

Top Word Pairs in Tweet in G4:
[3] looking,forward
[3] social,media
[2] space,art
[2] more,information
[2] user,entrepreneurs
[2] aaron,koshy
[2] international,journal
[2] drmagennis,salforduni
[2] big,list
[2] list,salforduni

Top Word Pairs in Tweet in G5:
[2] fear,sharing
[2] pup,cat
[2] olanrewaju,tahir
[2] tahir,aduragba
[2] aduragba,jialin
[2] jialin,yu
[2] yu,cristeaprof
[2] cristeaprof,dr_black
[2] cc,durham_uni

Top Replied-To
Top Replied-To in Entire Graph:
@alexfenton
@charlesknight
@francine_morris
@cristinavas
@ewanjstevenson
@thatdrmaz
@mariakutar
@mformarie
@drmagennis
@was3210

Top Replied-To in G1:
@francine_morris
@charlesknight
@ewanjstevenson
@mariakutar
@alexfenton
@mformarie
@cristinavas
@jonathandowens1
@richdron
@monaanassar1

Top Replied-To in G2:
@alexfenton
@cristinavas
@gregbress

Top Replied-To in G3:
@was3210
@paybyphone_uk
@bernardineevari
@ddenissmith
@mel_nutter
@strategicplanet
@gojefferies
@kateolearyuk
@bakrkaissy
@denniss_emily

Top Replied-To in G4:
@thatdrmaz
@drmagennis
@spatialxr
@alexfenton
@gemmalace
@biologistkate
@hishamshehabi
@coachtabo
@virtualsarahj
@ashleecox_

Top Replied-To in G5:
@nouraalmoubayed
@dweinkove
@marchingwithtea
@jennsmith47
@bkeeganmmu
@canhoto
@drsarahclewis
@arc_du
@jellliott
@drleonj

Top Mentioned
Top Mentioned in Entire Graph:
@salfordbizsch
@salforduni
@was3210
@alexfenton
@richdron
@kedgebs
@jmirpub
@yunisooc
@andymiah
@naomitimperley

Top Mentioned in G1:
@salfordbizsch
@richdron
@salforduni
@alexfenton
@mariakutar
@yunisooc
@salforddevils
@mformarie
@andymiah
@charlesknight

Top Mentioned in G2:
@kedgebs
@alexfenton
@tinajudic
@salfordbizsch
@found_online
@routledge_econ
@gordonfletcher
@chris_hackett
@mcval
@drtahirrashid

Top Mentioned in G3:
@jmirpub
@was3210
@lseimpactblog
@kateolearyuk
@subatomicdoc
@conversationuk
@nodexl
@twitter
@wikipedia
@nclbusiness

Top Mentioned in G4:
@salforduni
@spatial
@ijesports
@andymiah
@wigj
@sophierentell
@iafastro
@lonelyconserve
@livestormapp
@streamyardapp

Top Mentioned in G5:
@techupwomen
@durham_uni
@cristeaprof
@dr_black
@comp_sci_durham
@cievertltd
@uoy_satsu
@uoysociology
@salfordbizsch
@was3210

Top Tweeters
Top Tweeters in Entire Graph:
@academicchatter
@zaibatsu
@amyvernon
@semrush
@dr_black
@theregister
@authoress_cj
@o_guest
@conversationuk
@naomitimperley

Top Tweeters in G1:
@theregister
@ianeditz
@leedsrhinos
@mitsmr
@bbcone
@salforddevils
@bookofthefuture
@salfordcityfc
@prof_chadwick
@salfordcouncil

Top Tweeters in G2:
@semrush
@hubspot
@expwriters
@who
@blogmoderateur
@essec
@audencia
@hecparis
@skema_bs
@emlyon

Top Tweeters in G3:
@academicchatter
@zaibatsu
@amyvernon
@authoress_cj
@conversationuk
@subatomicdoc
@epatientdave
@wordpressdotcom
@lseimpactblog
@icscat

Top Tweeters in G4:
@sciencemuseum
@sim_manchester
@virtualsarahj
@drmagennis
@andymiah
@wigj
@smashgg
@smash_ultimate
@cbenvenuto73
@delltechlearn

Top Tweeters in G5:
@dr_black
@o_guest
@naomitimperley
@kirstie_j
@thatdrmaz
@psychmag
@ucu
@drleonj
@canhoto
@jellliott


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