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#DES2021 Twitter NodeXL SNA Map and Report for Tuesday, 04 May 2021 at 05:48 UTC (experimental version)
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From:
vivian
Uploaded on:
May 04, 2021
Short Description:
#DES2021 via NodeXL https://bit.ly/2Rlcd6X
@des_show
@silviaavilesg
@rodriguezhernan
@ifema
@albertoemachado
@uclaaanspain
@hashtagmarketi7
@mktinsiderrev
@infozinnae
@aliciaasin

Top hashtags:
#des2021
#digitaltransformation
#economíacircular
#martech
#mide
#ai

Description:
Description
The graph represents a network of 125 Twitter users whose recent tweets contained "#DES2021", 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 Tuesday, 04 May 2021 at 05:49 UTC.

The tweets in the network were tweeted over the 7-day, 21-hour, 41-minute period from Monday, 26 April 2021 at 08:01 UTC to Tuesday, 04 May 2021 at 05:42 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 : 125
Unique Edges : 257
Edges With Duplicates : 115
Total Edges : 372
Number of Edge Types : 5
Mentions : 106
MentionsInRetweet : 116
Retweet : 111
Replies to : 5
Tweet : 34
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.07421875
Reciprocated Edge Ratio : 0.138181818181818
Connected Components : 14
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 100
Maximum Edges in a Connected Component : 346
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.261699
Graph Density : 0.017741935483871
Modularity : 0.346406
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 125 Twitter users whose recent tweets contained "#DES2021", 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 Tuesday, 04 May 2021 at 05:49 UTC.

The tweets in the network were tweeted over the 7-day, 21-hour, 41-minute period from Monday, 26 April 2021 at 08:01 UTC to Tuesday, 04 May 2021 at 05:42 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 : #DES2021
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:
[15] https://wp.me/pbHOLA-23L
[13] https://wp.me/pbHOLA-240
[11] https://des-madrid.com/health-safety-measures/
[10] http://mtr.cool/ijmtypserd
[6] https://bit.ly/2Qxvy4w
[6] https://twitter.com/ConnectedAction/status/1387032038075682817
[5] https://www.des-madrid.com/health-safety-measures/
[4] https://www.des-madrid.com/agenda-sessions/el-impacto-del-cio-en-el-negocio-digital-y-data-driven-20210519/
[4] http://mtr.cool/rxfzlpcane
[4] http://mtr.cool/dfhrhizaql

Top URLs in Tweet in G1:
[4] https://www.des-madrid.com/agenda-sessions/el-impacto-del-cio-en-el-negocio-digital-y-data-driven-20210519/
[3] https://www.des-madrid.com/health-safety-measures/
[3] http://mtr.cool/dfhrhizaql
[2] http://mtr.cool/ijmtypserd
[2] http://RyderClubSpain.com
[2] http://mtr.cool/fejkmzxvyt
[2] https://des-madrid.com/digital-business-world-congress/c-level-agenda/
[2] http://ow.ly/nA5R50ErOAJ
[1] https://www.des-madrid.com/visit/tickets-benefits
[1] http://mtr.cool/rxfzlpcane

Top URLs in Tweet in G2:
[3] http://mtr.cool/rxfzlpcane
[2] https://www.des-madrid.com/health-safety-measures/
[1] http://mtr.cool/dfhrhizaql
[1] http://mtr.cool/ijmtypserd
[1] https://twitter.com/DES_show/status/1388070954652286977/photo/1
[1] https://twitter.com/DES_show/status/1388131363690323970/photo/1
[1] http://mtr.cool/juogwtdzul
[1] http://mtr.cool/ibmlanofja
[1] https://twitter.com/DES_show/status/1389127946208784384/photo/1
[1] http://mtr.cool/fejkmzxvyt

Top URLs in Tweet in G3:
[13] https://wp.me/pbHOLA-23L
[9] https://wp.me/pbHOLA-240
[9] https://des-madrid.com/health-safety-measures/
[1] https://bit.ly/2Qxvy4w

Top URLs in Tweet in G4:
[6] https://twitter.com/ConnectedAction/status/1387032038075682817
[5] https://bit.ly/2Qxvy4w
[3] https://wp.me/pbHOLA-240
[3] https://des2021.b2match.io/
[2] https://wp.me/pbHOLA-23L
[2] https://des-madrid.com/health-safety-measures/
[2] http://mtr.cool/ijmtypserd
[1] https://vivianfrancos.com/des2021-llega-a-madrid-del-18-al-20-de-mayo/
[1] http://bit.do/MIDEeconomiacircular
[1] https://www.des-madrid.com/economia-circular-hub/

Top URLs in Tweet in G5:
[5] http://mtr.cool/ijmtypserd
[3] https://www.instagram.com/p/COU9z6FHEiF/?igshid=90ag592x0e8f
[2] https://lnkd.in/dtkjbKa
[1] http://mtr.cool/whoprhabdf
[1] http://mtr.cool/xdbbkyvxgq
[1] https://www.des-madrid.com/es/visitar/tickets-y-pases/
[1] https://twitter.com/des_show/status/1368849317260365824

Top URLs in Tweet in G6:
[1] https://www.cios.cat/cios-cat-supporting-partner-del-digital-enterprise-show-35-de-dte-i-invitacions-disponibles/
[1] https://www.globbit.com/entrevist-malin-svensson-directora-des2021-21936/
[1] https://twitter.com/DES_show/status/1381531954332495872
[1] https://wp.me/pbHOLA-240
[1] https://lnkd.in/dewSY4z
[1] https://www.tecnonews.info/noticias/la_ia_y_la_digitalizacion_de_las_pymes_protagonizan_el_des

Top URLs in Tweet in G7:
[1] https://asociaciondec.org/otros-eventos-cx/la-asociacion-dec-anfitrion-en-el-des2021/48337/

Top URLs in Tweet in G8:
[3] https://des-madrid.com
[2] https://buff.ly/3ezSBUf

Top URLs in Tweet in G9:
[3] https://een.ec.europa.eu/events/digital-enterprise-show-brokerage-event-2021

Top Domains
Top Domains in Tweet in Entire Graph:
[32] des-madrid.com
[28] wp.me
[27] mtr.cool
[12] twitter.com
[7] bit.ly
[3] europa.eu
[3] instagram.com
[3] lnkd.in
[3] ow.ly
[3] ryderclubspain.com

Top Domains in Tweet in G1:
[14] des-madrid.com
[10] mtr.cool
[3] ow.ly
[2] ryderclubspain.com
[1] bit.ly
[1] youtu.be
[1] twitter.com
[1] agtm.eu
[1] mailchi.mp

Top Domains in Tweet in G2:
[8] mtr.cool
[3] twitter.com
[2] des-madrid.com

Top Domains in Tweet in G3:
[22] wp.me
[9] des-madrid.com
[1] bit.ly

Top Domains in Tweet in G4:
[6] twitter.com
[5] wp.me
[5] bit.ly
[3] des-madrid.com
[3] b2match.io
[2] mtr.cool
[1] vivianfrancos.com
[1] bit.do
[1] ryderclubspain.com

Top Domains in Tweet in G5:
[7] mtr.cool
[3] instagram.com
[2] lnkd.in
[1] des-madrid.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] cios.cat
[1] globbit.com
[1] twitter.com
[1] wp.me
[1] lnkd.in
[1] tecnonews.info

Top Domains in Tweet in G7:
[1] asociaciondec.org

Top Domains in Tweet in G8:
[3] des-madrid.com
[2] buff.ly

Top Domains in Tweet in G9:
[3] europa.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[218] des2021
[25] digitaltransformation
[19] economíacircular
[15] martech
[13] mide
[12] ai
[11] presencial
[11] salud
[11] seguridad
[11] aenor



Top Hashtags in Tweet in G1:
[80] des2021
[9] digital
[9] digitaltransformation
[8] hrsummit
[6] innovation
[5] womentech
[5] madrid
[4] cio
[4] datadriven
[4] digitalization

Top Hashtags in Tweet in G2:
[37] des2021
[3] digitaltransformation
[2] innovation
[2] womentec
[1] ai
[1] blockchain
[1] industry40
[1] digitalmarketing
[1] cybersecurity
[1] pyme

Top Hashtags in Tweet in G3:
[32] des2021
[13] martech
[9] mide
[9] economíacircular
[9] presencial
[9] salud
[9] seguridad
[9] aenor

Top Hashtags in Tweet in G4:
[33] des2021
[9] economíacircular
[8] socialmedia
[6] madridinnovation
[6] sostenibilidad
[6] emprendedores
[6] digitaltransformation
[6] hashtagteam
[6] evento
[6] marca

Top Hashtags in Tweet in G5:
[14] des2021
[5] digitaltransformation
[5] ai
[5] blockchain
[5] industry40
[5] digitalmarketing
[5] cybersecurity
[5] pyme
[1] digitalmarketingplanet2021
[1] mktinsider

Top Hashtags in Tweet in G6:
[7] des2021
[2] digitaltransformation
[1] entrevista
[1] innovation
[1] womentech
[1] digital
[1] digitalization
[1] ifema
[1] madrid
[1] community

Top Hashtags in Tweet in G7:
[2] cx
[1] des2021
[1] sociosdec

Top Hashtags in Tweet in G8:
[5] des2021
[5] losparquesaportan
[3] ptedisruptive
[3] pcts
[2] b2b

Top Hashtags in Tweet in G9:
[3] eencanhelp
[3] des2021

Top Hashtags in Tweet in G10:
[3] des2021

Top Words
Top Words in Tweet in Entire Graph:
[225] #des2021
[99] digital
[91] des_show
[52] 18
[47] 20
[45] marketing
[41] top
[32] mayo
[32] experience
[32] 2021

Top Words in Tweet in G1:
[81] #des2021
[33] digital
[21] des_show
[21] experience
[16] 18
[15] 20
[14] top
[14] transformation
[13] one
[12] speakers

Top Words in Tweet in G2:
[37] #des2021
[33] des_show
[15] digital
[11] one
[11] experience
[10] ceo
[10] speaking
[8] speakers
[8] top
[7] director

Top Words in Tweet in G3:
[33] #des2021
[26] digital
[26] marketing
[14] des_show
[13] inversión
[13] #martech
[13] crecerá
[13] 68
[13] respecto
[13] 2020

Top Words in Tweet in G4:
[38] #des2021
[15] des_show
[12] #socialmedia
[12] top
[11] #digitaltransformation
[9] #economíacircular
[8] flujo
[7] 18
[7] 20
[7] ifema

Top Words in Tweet in G5:
[14] #des2021
[13] 18
[13] 20
[13] ifema
[11] 2021
[8] mayo
[8] des_show
[7] código
[5] quieres
[5] asistir

Top Words in Tweet in G6:
[7] #des2021
[6] digital
[2] enterprise
[2] show
[2] #digitaltransformation
[2] business

Top Words in Tweet in G7:
[2] mayo
[2] #cx
[2] jmartinezarroyo

Top Words in Tweet in G8:
[7] co
[5] #des2021
[5] 18
[5] #losparquesaportan
[3] quedando
[3] cita
[3] internacional
[3] transformación
[3] digital
[3] #ptedisruptive

Top Words in Tweet in G9:
[6] digital
[3] join
[3] free
[3] international
[3] cooperation
[3] matchmaking
[3] event
[3] framework
[3] enterprise
[3] show

Top Words in Tweet in G10:
[3] 18
[3] 20
[3] mayo
[3] celebra
[3] #des2021
[3] primera
[3] cita
[3] presencial
[3] industria
[3] digital

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] 18,20
[26] 20,mayo
[23] marketing,digital
[19] digital,marketing
[16] marketing,planet
[15] inversión,#martech
[15] #martech,crecerá
[15] crecerá,68
[15] 68,respecto
[15] respecto,2020

Top Word Pairs in Tweet in G1:
[15] 18,20
[10] 20,mayo
[8] share,#des2021
[7] customer,experience
[7] mayo,2021
[6] digital,transformation
[6] speak,#des2021
[5] nueva,edición
[5] edición,des_show
[5] #des2021,#hrsummit

Top Word Pairs in Tweet in G2:
[5] one,speakers
[5] #des2021,speaking
[4] speakers,#des2021
[3] aliciaasin,ceo
[3] top,100
[3] 18,20
[3] marketing,digital
[3] customer,experience
[3] share,#des2021
[3] one,#des2021

Top Word Pairs in Tweet in G3:
[13] inversión,#martech
[13] #martech,crecerá
[13] crecerá,68
[13] 68,respecto
[13] respecto,2020
[13] 2020,gasto
[13] gasto,tecnología
[13] tecnología,supondrá
[13] supondrá,26
[13] 26,presupuesto

Top Word Pairs in Tweet in G4:
[7] 18,20
[6] #des2021,#sostenibilidad
[6] #sostenibilidad,#emprendedores
[6] #hashtagteam,equipo
[6] equipo,#socialmedia
[6] #socialmedia,viralizar
[6] viralizar,#evento
[6] #evento,llevar
[6] llevar,#marca
[6] #marca,imaginabas

Top Word Pairs in Tweet in G5:
[13] 18,20
[10] 2021,ifema
[8] 20,mayo
[5] quieres,asistir
[5] asistir,#des2021
[5] tus,entradas
[5] entradas,nuestro
[5] nuestro,código
[5] código,descuento
[5] descuento,35

Top Word Pairs in Tweet in G6:
[2] digital,enterprise
[2] enterprise,show

Top Word Pairs in Tweet in G8:
[3] quedando,#des2021
[3] #des2021,cita
[3] cita,internacional
[3] internacional,transformación
[3] transformación,digital
[3] digital,#ptedisruptive
[3] #ptedisruptive,estará
[3] estará,presente
[3] presente,#pcts
[3] #pcts,miembros

Top Word Pairs in Tweet in G9:
[3] join,free
[3] free,international
[3] international,cooperation
[3] cooperation,matchmaking
[3] matchmaking,event
[3] event,framework
[3] framework,digital
[3] digital,enterprise
[3] enterprise,show
[3] show,2021

Top Word Pairs in Tweet in G10:
[3] 18,20
[3] 20,mayo
[3] mayo,celebra
[3] celebra,#des2021
[3] #des2021,primera
[3] primera,cita
[3] cita,presencial
[3] presencial,industria
[3] industria,digital
[3] digital,españa

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@des_show
@ifema
@uclaaanspain
@hashtagmarketi7
@rodriguezhernan
@silviaavilesg
@een_eu
@chidambara09
@anabelanogs

Top Mentioned in G1:
@des_show
@ifema
@ejoana
@beatrizmanfer
@davidalayon
@innuba_es
@sjunestrand
@roche
@ctrappe
@ispredict

Top Mentioned in G2:
@aliciaasin
@libelium
@martechalliance
@amorykelie
@abernad
@vijayanta
@ifema
@xtinabescos
@beatrizmanfer

Top Mentioned in G3:
@des_show
@rodriguezhernan
@silviaavilesg
@een_eu
@chidambara09
@hashtagmarketi7
@anabelanogs
@ifema
@mide_global

Top Mentioned in G4:
@des_show
@ifema
@hashtagmarketi7
@uclaaanspain
@rodriguezhernan
@silviaavilesg
@een_eu
@chidambara09
@anabelanogs
@mide_global

Top Mentioned in G5:
@ifema
@des_show
@zonamovilidad
@mktinsiderrev
@javimonsalupe
@madridtechcity

Top Mentioned in G6:
@cioscat

Top Mentioned in G7:
@jmartinezarroyo
@ikeaspain
@metlifees

Top Mentioned in G8:
@apte_es
@pcmmadrid

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@godfrey_g_
@smartecocity
@hedwigkudo
@pyscalellc
@botcybersec
@ctrappe
@javimonsalupe
@rberny_
@algocentric

Top Tweeters in G1:
@smartecocity
@ctrappe
@evobanco
@guzmangarmendia
@cepyme_emprende
@alphagammahq
@carlosjochoafer
@mapimunozmunoz
@incipy
@ejoana

Top Tweeters in G2:
@forbes_es
@telefonica
@silviaavilesg
@david
@fernando_rivero
@libelium
@martechalliance
@fhios
@aliciaasin
@talking4good

Top Tweeters in G3:
@rodriguezhernan
@midssp
@lasociedadmovil
@flyingdoofer
@itacdefence
@law_muc
@emilyla87234745
@neo_bach
@montaggmbh
@cakearts_jd

Top Tweeters in G4:
@chidambara09
@godfrey_g_
@hedwigkudo
@rberny_
@albertoemachado
@mktmovilpymes
@anabelanogs
@es_programacion
@mirenperez
@hotasebe

Top Tweeters in G5:
@pyscalellc
@botcybersec
@javimonsalupe
@algocentric
@alfonsodcc
@zonamovilidad
@ifema
@pcttenerife
@alcobendashub
@mktinsiderrev

Top Tweeters in G6:
@globbit_es
@carlosasin
@aytosoluciones
@d_zimnoch
@l_e_digital
@cioscat
@kahidigital

Top Tweeters in G7:
@ikeaspain
@asociacion_dec
@metlifees
@jmartinezarroyo

Top Tweeters in G8:
@cpinnovacion
@apte_es
@pcmmadrid
@pctclm

Top Tweeters in G9:
@eu_growth
@francbrezniksds
@md3lda

Top Tweeters in G10:
@inesrobredo
@aiglesiasfraga
@mlizqdo


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