#MWC21, Twitter, 5/27/2021 12:27:48 PM, 255630


FAQ | Problem?

#MWC21 Twitter NodeXL SNA Map and Report for Thursday, 27 May 2021 at 12:24 UTC
#MWC21 Twitter NodeXL SNA Map and Report for Thursday, 27 May 2021 at 12:24 UTC
From:
vivian
Uploaded on:
May 27, 2021
Short Description:
#MWC21 via NodeXL https://bit.ly/2SBPgwY
@gsma
@mwchub
@mobileworldlive
@godfrey_g_
@ey_tmt
@sdgs4good
@redhat
@telcodr
@4yfn_mwc
@matsgranryd

Top hashtags:
#mwc21
#glomoawards
#5g
#covid19
#mwlthemedweek
#barcelona
#4yfn21
#diversity4tech
#reframeyourfuture
#ai

Description:
Description
The graph represents a network of 512 Twitter users whose recent tweets contained "#MWC21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 27 May 2021 at 12:25 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 41-minute period from Wednesday, 19 May 2021 at 20:41 UTC to Thursday, 27 May 2021 at 12:22 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 : 512
Unique Edges : 1029
Edges With Duplicates : 474
Total Edges : 1503
Number of Edge Types : 5
Tweet : 135
Mentions : 366
MentionsInRetweet : 599
Retweet : 394
Replies to : 9
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0571973307912297
Reciprocated Edge Ratio : 0.108205590622182
Connected Components : 66
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 358
Maximum Edges in a Connected Component : 1223
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.344635
Graph Density : 0.00423877813111546
Modularity : 0.544977
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 512 Twitter users whose recent tweets contained "#MWC21", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 27 May 2021 at 12:25 UTC.

The tweets in the network were tweeted over the 7-day, 15-hour, 41-minute period from Wednesday, 19 May 2021 at 20:41 UTC to Thursday, 27 May 2021 at 12:22 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 : TwitterSearch
Graph Term : #MWC21
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://twitter.com/MWCHub/status/1396814929076834309
[17] https://twitter.com/MWCHub/status/1395306889722929154
[14] https://gsma.at/34c2RgN
[12] https://mwcbarcelona.com/attend/registration?utm_source=Organic&utm_medium=Social
[11] https://gsma.at/3bGZoen
[10] https://bit.ly/3bQp4W9
[10] https://red.ht/3cb3b23
[10] https://gsma.at/3vtyIWx
[8] https://www.mobileworldlive.com/featured-content/home-banner/gsma-lays-out-plan-for-mwc21
[8] https://gsma.at/2PypyHV

Top URLs in Tweet in G1:
[14] https://gsma.at/34c2RgN
[12] https://mwcbarcelona.com/attend/registration?utm_source=Organic&utm_medium=Social
[11] https://gsma.at/3bGZoen
[10] https://gsma.at/3vtyIWx
[8] https://gsma.at/2PypyHV
[7] https://twitter.com/mobileworldlive/status/1396764183048462339
[6] https://mwcbarcelona.com/conference/themes/our-themes
[6] https://gsma.at/2PfzJl0
[5] https://www.lavanguardia.com/local/barcelona/20210520/7468742/mobile-world-congress-mwc-2021-entradas-profesionales.html
[4] https://twitter.com/mobileworldlive/status/1397538698456190979

Top URLs in Tweet in G2:
[6] https://view6.workcast.net/register?cpak=5419307632156747
[6] https://mwcbarcelona.com/mobile-awards
[4] https://twitter.com/shauncollins/status/1396710879211761666
[4] https://twitter.com/mobileworldlive/status/1396028243464134657
[4] https://www.mwcbarcelona.com/attend/registration?utm_source=Organic&utm_medium=Social
[4] https://twitter.com/4YFN_MWC/status/1397497583380148228
[4] https://bit.ly/3fp7Cdk
[3] https://www.linkedin.com/video/live/urn:li:ugcPost:6803244894476345344/
[3] https://www.mobileworldlive.com/featured-content/home-banner/gsma-lays-out-plan-for-mwc21
[3] https://mobileinsights.mobileworldlive.com/themed-weeks/mwc-preview-making-a-connected-impact/

Top URLs in Tweet in G3:
[2] http://spr.ly/6015yDn6c
[2] https://prnoticias.com/2021/05/26/la-ausencia-de-las-grandes-tecnologicas-desluce-el-mobile-world-congress-de-barcelona/
[1] https://agtm.eu/3sWmLGG
[1] https://twitter.com/albertcuesta/status/1395311256203051011
[1] https://www.aldia.cat/espanya/noticia-lmwc-2021-donara-300000-euros-leconomia-local-per-recuperacio-traves-programes-contra-covid-19-20210520123939.html
[1] http://catalannews.com/business/item/mwc21-focuses-on-connected-impact-in-year-marked-by-pandemic
[1] http://ow.ly/40r850ERaU3
[1] https://www.youtube.com/watch?v=9cyNptD47YQ&t=3s

[1] http://u.afp.com/Un4k
[1] https://twitter.com/MWCHub/status/1395305887275880450

Top URLs in Tweet in G4:
[10] https://bit.ly/3bQp4W9
[10] https://red.ht/3cb3b23
[7] https://twitter.com/MWCHub/status/1396814929076834309
[4] https://twitter.com/RedHatTelco/status/1397141652414869504
[3] https://bit.ly/3wBvQH3
[3] https://twitter.com/MWCHub/status/1397221632083693568
[2] https://sprou.tt/1NuOl7zVHXy
[1] https://sprou.tt/1pbCCFBdr9V
[1] https://sprou.tt/11fRFhCDS3m

Top URLs in Tweet in G5:
[6] http://spr.ly/6014yDg5q
[5] http://spr.ly/6010y1SMu
[4] http://spr.ly/6015yDn6c
[3] http://spr.ly/6019y1SyD
[3] http://spr.ly/6013yEmpL
[2] http://spr.ly/6016y15Uq
[2] http://spr.ly/6016y15U0
[2] http://spr.ly/6011yGkWB
[1] http://spr.ly/6018y1IGa
[1] http://spr.ly/6017yDIec

Top URLs in Tweet in G6:
[3] https://mobileinsights.mobileworldlive.com/themed-weeks/analyst-qa-mwc21-hopes-and-expectations/
[3] http://bit.ly/3o2mu3W
[2] http://bit.ly/2QART1k
[2] https://twitter.com/MWCHub/status/1395306889722929154
[1] https://mobileinsights.mobileworldlive.com/themed-weeks/analysts-tip-pandemic-as-top-talk-at-mwc21-barcelona/
[1] https://twitter.com/mobileworldlive/status/1396790673475608578
[1] https://twitter.com/MATRIXX_SW/status/1397184450237239307
[1] https://www.mobileworldlive.com/devices/news-devices/huawei-founder-targets-software#.YKz3mBw4c9I.twitter
[1] https://www.mobileworldlive.com/featured-content/home-banner/gsma-lays-out-plan-for-mwc21
[1] https://twitter.com/MWCHub/status/1396814929076834309

Top URLs in Tweet in G7:
[5] https://juntadeandalucia.es/actualidad/eventos/detalle/218878.html
[2] https://lnkd.in/eCwuA4V

Top URLs in Tweet in G8:
[3] https://twitter.com/MWCapital/status/1397139309514444804
[1] https://punttic.gencat.cat/article/4-years-now-barcelona-2021

Top URLs in Tweet in G9:
[14] https://twitter.com/MWCHub/status/1395306889722929154
[1] https://mobileinsights.mobileworldlive.com/themed-weeks/interview-mats-granryd-gsma/
[1] https://twitter.com/shauncollins/status/1396710879211761666

Top URLs in Tweet in G10:
[5] https://hubs.ly/H0N1SPw0
[1] https://hubs.li/H0P4BBl0
[1] https://hubs.ly/H0NWMdl0
[1] https://hubs.ly/H0NWMf40
[1] https://hubs.ly/H0N_ppS0
[1] https://hubs.ly/H0P8t1X0
[1] https://hubs.ly/H0P8t970

Top Domains
Top Domains in Tweet in Entire Graph:
[121] twitter.com
[55] gsma.at
[44] mwcbarcelona.com
[40] spr.ly
[36] bit.ly
[32] mobileworldlive.com
[11] red.ht
[11] lnkd.in
[10] hubs.ly
[8] ow.ly

Top Domains in Tweet in G1:
[54] gsma.at
[26] twitter.com
[24] mwcbarcelona.com
[7] mobileworldlive.com
[6] lavanguardia.com
[4] ow.ly
[3] 4yfn.com
[3] bit.ly
[3] bddy.me
[3] telecos.cat

Top Domains in Tweet in G2:
[34] twitter.com
[17] mobileworldlive.com
[13] mwcbarcelona.com
[6] workcast.net
[4] linkedin.com
[4] bit.ly
[2] lnkd.in
[1] buff.ly

Top Domains in Tweet in G3:
[5] twitter.com
[4] ow.ly
[4] spr.ly
[3] smh.re
[2] prnoticias.com
[1] agtm.eu
[1] aldia.cat
[1] catalannews.com
[1] youtube.com
[1] afp.com

Top Domains in Tweet in G4:
[14] twitter.com
[13] bit.ly
[10] red.ht
[4] sprou.tt

Top Domains in Tweet in G5:
[34] spr.ly
[1] mobileworldlive.com
[1] twitter.com

Top Domains in Tweet in G6:
[6] mobileworldlive.com
[5] twitter.com
[5] bit.ly
[1] spr.ly

Top Domains in Tweet in G7:
[5] juntadeandalucia.es
[2] lnkd.in

Top Domains in Tweet in G8:
[3] twitter.com
[1] gencat.cat

Top Domains in Tweet in G9:
[15] twitter.com
[1] mobileworldlive.com

Top Domains in Tweet in G10:
[10] hubs.ly
[1] hubs.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[696] mwc21
[72] glomoawards
[67] 5g
[53] covid19
[50] mwlthemedweek
[42] barcelona
[38] 4yfn21
[38] diversity4tech
[38] reframeyourfuture
[25] ai



Top Hashtags in Tweet in G1:
[255] mwc21
[38] covid19
[22] 4yfn21
[21] diversity4tech
[20] women4tech
[17] barcelona
[16] glomoawards
[9] mwlthemedweek
[7] xiaomi
[6] cloudcity

Top Hashtags in Tweet in G2:
[112] mwc21
[36] mwlthemedweek
[16] glomoawards
[13] 4yfn21
[11] cloudcity
[8] 5g
[7] webinar
[5] barcelona
[5] glomos
[4] covid19

Top Hashtags in Tweet in G3:
[45] mwc21
[6] 5g
[6] reframeyourfuture
[4] barcelona
[3] glomoawards
[2] covid19
[2] nlmwc
[2] 4g
[2] 3g
[2] 2g

Top Hashtags in Tweet in G4:
[41] mwc21
[23] glomoawards
[15] 5g
[12] redhat
[10] edge
[4] clouds
[3] openran
[3] cloudnative
[3] women4tech
[3] equality

Top Hashtags in Tweet in G5:
[35] mwc21
[31] reframeyourfuture
[6] technology
[5] 5g
[5] cybersecurity
[5] ai
[5] digital
[2] sustainable
[1] barcelona
[1] recai

Top Hashtags in Tweet in G6:
[30] mwc21
[13] iot
[12] 5g
[10] ai
[8] smartcity
[7] innovation
[6] emergingtech
[6] 3dprinting
[5] amazon
[5] ev

Top Hashtags in Tweet in G7:
[7] mwc21

Top Hashtags in Tweet in G8:
[9] mwc21
[5] barcelona
[5] 5g
[3] dayone
[3] hackthehospital
[1] 4yfn

Top Hashtags in Tweet in G9:
[16] mwc21
[15] sdgs
[14] equality
[14] diversity
[14] inclusion
[14] diversity4tech
[1] mwlthemedweek
[1] mobile
[1] glomos

Top Hashtags in Tweet in G10:
[17] mwc21
[8] zephyrtel
[3] publiccloud
[3] telcocloud
[2] telcos
[2] customerexperience
[1] customerengagement
[1] telco
[1] 5g
[1] connectivity

Top Words
Top Words in Tweet in Entire Graph:
[696] #mwc21
[156] gsma
[96] 2021
[96] more
[95] barcelona
[79] mobile
[74] 21
[72] #glomoawards
[71] mwc
[68] local

Top Words in Tweet in G1:
[256] #mwc21
[96] gsma
[54] local
[50] back
[49] mwc
[47] more
[47] matsgranryd
[47] john
[47] hoffman
[45] barcelona

Top Words in Tweet in G2:
[112] #mwc21
[36] #mwlthemedweek
[36] gsma
[26] live
[23] big
[22] miss
[20] 00
[18] mobileworldlive
[17] more
[16] #glomoawards

Top Words in Tweet in G3:
[44] #mwc21
[8] barcelona
[8] virtual
[8] mobile
[8] world
[7] booth
[6] congress
[6] #5g
[6] #reframeyourfuture
[5] gsma

Top Words in Tweet in G4:
[41] #mwc21
[26] jointly
[23] shortlisted
[23] #glomoawards
[21] best
[21] network
[21] software
[21] breakthrough
[21] openshift
[18] altiostar

Top Words in Tweet in G5:
[41] ey
[35] #mwc21
[31] virtual
[31] booth
[31] #reframeyourfuture
[14] visit
[12] register
[11] more
[9] editor
[9] become

Top Words in Tweet in G6:
[30] #mwc21
[13] #iot
[12] #5g
[10] #ai
[9] gsmai
[8] #smartcity
[8] take
[7] #innovation
[6] #emergingtech
[6] #3dprinting

Top Words in Tweet in G7:
[7] 2021
[7] #mwc21
[7] ceseand_een
[5] encuentros
[5] bilaterales
[5] mobileworldcongress
[5] economiaand
[5] ideajunta
[5] ceaes_
[5] ccandalucia

Top Words in Tweet in G8:
[9] #mwc21
[9] mwcapital
[5] mobilitat
[5] intel
[5] ligent
[5] xarxa
[5] ferroviària
[5] #barcelona
[5] ciutat
[5] acollirà

Top Words in Tweet in G9:
[16] #mwc21
[15] great
[15] #sdgs
[14] news
[14] #equality
[14] #diversity
[14] #inclusion
[14] agenda
[14] barcelona
[14] #diversity4tech

Top Words in Tweet in G10:
[17] #mwc21
[13] come
[12] cloud
[12] city
[12] hall
[12] booth
[12] 2060
[12] jun
[12] 28
[12] jul

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[58] john,hoffman
[46] gsma,ltd
[43] hoffman,ceo
[43] ceo,gsma
[38] virtual,booth
[29] 30,000
[28] ey,#mwc21
[28] #mwc21,virtual
[27] find,more
[27] #mwc21,barcelona

Top Word Pairs in Tweet in G1:
[47] john,hoffman
[39] hoffman,ceo
[39] ceo,gsma
[39] gsma,ltd
[26] find,more
[23] 30,000
[22] #mwc21,21
[20] 300k,local
[20] local,#covid19
[20] #covid19,recovery

Top Word Pairs in Tweet in G2:
[10] live,broadcast
[9] john,hoffman
[9] aquest,tothom
[9] tothom,podrà
[9] podrà,visitar
[9] visitar,#mwc21
[9] #mwc21,pagant
[9] pagant,entrada
[9] entrada,21
[9] 21,recaptació

Top Word Pairs in Tweet in G3:
[6] mobile,world
[6] world,congress
[6] virtual,booth
[4] ey,#mwc21
[4] #mwc21,virtual
[3] looking,forward
[3] booth,#reframeyourfuture
[3] congress,barcelona
[2] #mwc21,press
[2] press,conference

Top Word Pairs in Tweet in G4:
[21] best,network
[21] network,software
[21] software,breakthrough
[17] shortlisted,#glomoawards
[13] jointly,altiostar
[13] altiostar,jointly
[13] jointly,telenorgroup
[11] congratulations,those
[11] those,shortlisted
[11] nominated,best

Top Word Pairs in Tweet in G5:
[31] virtual,booth
[23] ey,#mwc21
[23] #mwc21,virtual
[13] visit,ey
[13] booth,#reframeyourfuture
[8] long,term
[8] term,value
[7] industry,ecosystems
[7] ey,virtual
[7] register,watch

Top Word Pairs in Tweet in G6:
[5] #amazon,unveils
[5] unveils,first
[5] first,robo
[5] robo,taxi
[5] taxi,mashable
[5] mashable,sebbourguignon
[5] sebbourguignon,#ev
[5] #ev,#electricvehicles
[5] #electricvehicles,#iot
[5] #iot,#autonomousvehicles

Top Word Pairs in Tweet in G7:
[5] encuentros,bilaterales
[5] bilaterales,mobileworldcongress
[5] mobileworldcongress,2021
[5] 2021,#mwc21
[5] #mwc21,ceseand_een
[5] ceseand_een,economiaand
[5] economiaand,ideajunta
[5] ideajunta,ceaes_
[5] ceaes_,ccandalucia
[5] ccandalucia,aecotec_asoc

Top Word Pairs in Tweet in G8:
[5] mobilitat,intel
[5] intel,ligent
[5] ligent,xarxa
[5] xarxa,ferroviària
[5] ferroviària,#barcelona
[5] #barcelona,ciutat
[5] ciutat,acollirà
[5] acollirà,hackató
[5] hackató,internacional
[5] internacional,tecnologia

Top Word Pairs in Tweet in G9:
[14] great,news
[14] news,#equality
[14] #equality,#diversity
[14] #diversity,#inclusion
[14] #inclusion,agenda
[14] agenda,#mwc21
[14] #mwc21,barcelona
[14] barcelona,#diversity4tech
[14] #diversity4tech,launched
[14] launched,#sdgs

Top Word Pairs in Tweet in G10:
[12] cloud,city
[12] city,hall
[12] hall,booth
[12] booth,2060
[12] 2060,jun
[12] jun,28
[12] 28,jul
[12] jul,2021
[8] come,visit
[7] zephyrtel,showcasing

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gsma
@matsgranryd
@mwchub
@4yfn_mwc
@mobileworldlive
@openshift
@altiostar
@redhat
@telenorgroup
@qualcomm

Top Mentioned in G1:
@gsma
@matsgranryd
@4yfn_mwc
@mwchub
@fira_barcelona
@accenture
@redhat
@appstore
@googleplay
@appgallery

Top Mentioned in G2:
@gsma
@mobileworldlive
@telcodr
@qualcomm
@4yfn_mwc
@davidmcclelland
@mwchub
@pennyrbaldwin
@cristianoamon
@springhamjustin

Top Mentioned in G4:
@openshift
@altiostar
@telenorgroup
@mwchub
@redhat
@redhattelco

Top Mentioned in G5:
@axelthrelfall
@carmine_disibio
@reuters
@tomloozen
@baschnonga
@eynews
@kavitm
@mobileworldlive
@cindyrose
@mseurope

Top Mentioned in G6:
@gsmai
@pnjarich
@mashable
@sebbourguignon
@kestermann
@mpinto_idc_uk
@benjastanton
@idc
@ccsinsight
@canalys

Top Mentioned in G7:
@ceseand_een
@economiaand
@ideajunta
@ceaes_
@ccandalucia
@aecotec_asoc
@programaminerva
@openfuture_and
@pctcartuja
@ptamalaga

Top Mentioned in G8:
@mwcapital
@fgccorporatiu
@gencat
@vodafonegroup
@worldstartupco
@sjdbarcelona_es
@bostonchildrens
@garage__stories

Top Mentioned in G9:
@gsma
@matsgranryd

Top Mentioned in G10:
@speranzamichael

Top Tweeters
Top Tweeters in Entire Graph:
@cybersec_feeds
@evankirstel
@reuters
@lavanguardia
@mashable
@akwyz
@milaniolivera
@diegocruzblog
@cronicaglobal
@esterrubio2

Top Tweeters in G1:
@lavanguardia
@diegocruzblog
@elpuntavui
@alex_rivas8
@googleplay
@imo20121
@jmarinpu
@xataka
@junjudapi
@elcorreogallego

Top Tweeters in G2:
@evankirstel
@zimrirosas
@fmfrancoise
@ganyet
@lluismabassas
@bancosabadell
@thecube
@richie_anaya
@albertcuesta
@xaviercasals7

Top Tweeters in G3:
@prnoticias
@jmgrande
@aldiacat
@reasonwhy
@tyc4all
@saschasegan
@ey_oilgas
@estilodevidaxxi
@joseagzlez
@catalannews

Top Tweeters in G4:
@tmmmarshall
@chrisshort
@jaythelion5
@nicholas_redhat
@botforequality
@redhat
@aespejo9
@openshift
@jwsmithinfo
@redhatpartners

Top Tweeters in G5:
@cybersec_feeds
@reuters
@mentalmarketer
@eynews
@mseurope
@guadalupemunoz
@ey_automotive
@alisonkayey
@eyconsumergoods
@ey_tmt

Top Tweeters in G6:
@mashable
@godfrey_g_
@sustaintrends
@jblefevre60
@wef
@sebbourguignon
@glengilmore
@seeker
@harry_robots
@smartcitiesfeed

Top Tweeters in G7:
@ideajunta
@accio_cat
@programaminerva
@openfuture_and
@economiaand
@ceaes_
@rabanales21
@een_eu
@ptamalaga
@ccandalucia

Top Tweeters in G8:
@josepnieto
@mwcapital
@caixabank
@gencat
@punttic
@bostonchildrens
@intermediagdc
@albertortas
@sjdbarcelona_es
@fgccorporatiu

Top Tweeters in G9:
@akwyz
@debraruh
@salhaj
@techpearce2
@rachelloumiller
@hazloe3
@dansodergren
@sallyeaves
@samwalldigital
@sdgs4good

Top Tweeters in G10:
@milaniolivera
@ibrahimacar5334
@alou0704
@iamjudecijeh
@love_life113
@amadoubah7
@kross147
@ajaynehra637
@ramratanyadav11
@michaelopokuant


Tags: