#des2022 OR @DES_show, Twitter, 6/20/2022 6:18:29 AM, 278351


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#des2022 OR @DES_show Twitter NodeXL SNA Map and Report for Monday, 20 June 2022 at 04:20 UTC
#des2022 OR @DES_show Twitter NodeXL SNA Map and Report for Monday, 20 June 2022 at 04:20 UTC
From:
vivian
Uploaded on:
June 20, 2022
Short Description:
#des2022 OR @DES_show via NodeXL https://bit.ly/3beHcLN
@des_show
@barackobama
@sanchezcastejon
@albertoemachado
@juanma_moreno
@chidambara09
@paoloigna1
@srlobo23625021
@fycma
@andaluciajunta

Top hashtags:
#des2022
#ai
#digitalhealth
#ehealth
#cx
#women
#mwc22

Description:
Description
The graph represents a network of 4,312 Twitter users whose recent tweets contained "#des2022 OR @DES_show", 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 Monday, 20 June 2022 at 05:30 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 35-minute period from Friday, 10 June 2022 at 23:19 UTC to Monday, 20 June 2022 at 00:54 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 : 4312
Unique Edges : 11924
Edges With Duplicates : 29614
Total Edges : 41538
Number of Edge Types : 5
Retweet : 10535
Tweet : 911
Mentions : 10180
Replies to : 1092
MentionsInRetweet : 18820
Self-Loops : 2401
Reciprocated Vertex Pair Ratio : 0.0667727604270274
Reciprocated Edge Ratio : 0.12518647439085
Connected Components : 63
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 4228
Maximum Edges in a Connected Component : 41439
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.762166
Graph Density : 0.000865456576759887
Modularity : 0.250206
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,312 Twitter users whose recent tweets contained "#des2022 OR @DES_show", 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 Monday, 20 June 2022 at 05:30 UTC.

The tweets in the network were tweeted over the 9-day, 1-hour, 35-minute period from Friday, 10 June 2022 at 23:19 UTC to Monday, 20 June 2022 at 00:54 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 : #des2022 OR @DES_show
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:
[111] https://twitter.com/i/broadcasts/1vAxRkBgNNVKl
[64] https://lnkd.in/e5exvgVn
[60] https://www.des-show.com/agenda-2022/
[42] https://www.elespanol.com/invertia/disruptores-innovadores/politica-digital/mundo/20220614/barack-obama-debemos-plantearnos-jornada-inteligencia-artificial/680182160_0.html
[42] https://www.des-show.com/agenda-2022-speakers/jose-luis-cordeiro-mateo/
[34] https://www.des-show.com/
[22] https://twitter.com/i/broadcasts/1jMJgeQYPagKL
[19] https://twitter.com/mincoturgob/status/1537352402025709568
[19] http://asoc-fulbright.es/ryder/
[18] https://dash.tweetbinder.com/report/a0ed2973

Top URLs in Tweet in G1:
[110] https://twitter.com/i/broadcasts/1vAxRkBgNNVKl
[14] https://www.lamoncloa.gob.es/gobierno/agenda/paginas/agenda.aspx?d=20220614
[13] https://twitter.com/sanchezcastejon/status/1536690010317111296
[11] https://twitter.com/mincoturgob/status/1537352402025709568
[7] https://www.viaempresa.cat/economia/conversa-barack-obama_2168887_102.html?utm_source=Twitter
[4] https://www.viaempresa.cat/economia/des2022-reimaginar-malaga-amb-mirada-barcelona_2168901_102.html?utm_source=Twitter
[4] https://www.viaempresa.cat/economia/des2022-reimaginar-malaga-amb-mirada-barcelona_2168901_102.html
[4] https://www.viaempresa.cat/economia/conversa-barack-obama_2168887_102.html
[4] https://www.spainenglish.com/2022/06/14/pedro-sanchez-presents-malaga-as-an-eu-hub-for-the-digital-sector/
[2] https://twitter.com/La_SER/status/1536350863459028997

Top URLs in Tweet in G2:
[24] https://lnkd.in/e5exvgVn
[23] https://www.des-show.com/agenda-2022/
[16] https://twitter.com/i/broadcasts/1jMJgeQYPagKL
[14] https://www.des-show.com/
[12] https://www.navarra.es/es/-/el-gobierno-de-navarra-premiado-en-los-european-digital-mindset-awards-2022-por-su-apuesta-en-mejorar-la-vida-de-las-personas-a-traves-de-la-digitalizacion?redirect=%2Fes%2Fsala-de-prensa&pageBackId=363045
[11] https://cepymenews.es/cepyme-acerca-pymes-el-des2022-foro-lider-mundial-sobre-digitalizacion/
[11] https://www.apte.org/parques-cientificos-y-tecnologicos-espa-oles-acuden-des2022-45-startups
[8] https://www.elespanol.com/invertia/disruptores-innovadores/politica-digital/mundo/20220614/barack-obama-debemos-plantearnos-jornada-inteligencia-artificial/680182160_0.html
[8] https://cepyme.es/cepyme-acerca-a-las-pymes-el-des2022-el-foro-lider-mundial-sobre-digitalizacion-que-se-celebra-en-malaga/
[8] https://www.des-show.com/des-show/

Top URLs in Tweet in G3:
[38] https://lnkd.in/e5exvgVn
[37] https://www.des-show.com/agenda-2022/
[28] https://www.elespanol.com/invertia/disruptores-innovadores/politica-digital/mundo/20220614/barack-obama-debemos-plantearnos-jornada-inteligencia-artificial/680182160_0.html
[19] http://asoc-fulbright.es/ryder/
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278326
[12] https://www.des-show.com/
[12] https://www.laecuaciondigital.com/empresas/eventos/pedro-sanchez-anuncia-en-des2022-mas-de-19-000-millones-de-euros-para-impulsar-la-transformacion-digital-en-espana/
[11] https://dash.tweetbinder.com/report/a0ed2973
[11] https://www.marketingdirecto.com/actualidad/checklists/lecciones-barack-obama-des
[10] https://digitalsalutem.com/how-virtual-reality-will-influence-patients-healthcare/

Top URLs in Tweet in G4:
[5] https://twitter.com/i/broadcasts/1jMJgeQYPagKL
[5] https://www.eldiario.es/tecnologia/malaga-polo-tecnologico-internacional-dice-barack-obama_1_9064399.html
[4] https://twitter.com/La_Mer76/status/1529924730995851278
[2] https://www.elespanol.com/invertia/disruptores-innovadores/innovadores/tecnologicas/20220612/des-malaga-barack-obama-anfitrion-reimaginacion-negocios/679182345_0.html?utm_source=twitter&utm_medium=social&utm_campaign=onpagebuttons
[2] https://www.diariosur.es/malaga/barack-obama-visita-malaga-congreso-tecnologia-20220613114720-nt.html#vca=eng-rrss&vcm=amp&vso=diariosur&vli=tw
[2] https://www.cope.es/emisoras/andalucia/malaga-provincia/malaga/noticias/congreso-que-intervendra-obama-generara-malaga-millones-euros-20220614_2140360
[2] https://www.101tv.es/sanchez-y-obama-coinciden-en-el-des-digital-enterprise-show-y-conversan-sobre-el-cambio-climatico-y-digitalizacion/
[1] https://www.malagahoy.es/malaga/pedro-sanchez-malaga-tecnologias-digitales-ciberseguridad_0_1692732230.html?utm_source=twitter.com&utm_medium=socialshare&utm_campaign=mobile_web
[1] https://www.laopiniondemalaga.es/malaga/2022/06/14/obama-charla-malaga-tecnologia-cambio-climatico-67256069.html
[1] https://www.101tv.es/des-2022-situa-a-malaga-en-el-mapa-mundial-de-los-eventos-tecnologicos-con-14-843-asistentes/

Top URLs in Tweet in G5:
[9] https://medium.com/codex/the-pros-and-cons-of-deep-learning-vs-machine-learning-530ea1066358?source=rss------artificial_intelligence-5
[8] http://www.forbes.com/sites/forbestechcouncil/2022/06/13/the-promise-of-quantum-computing/?utm_campaign=Social%20Member%20Articles&utm_content=211392557&utm_medium=social&utm_source=twitter&hss_channel=tw-3291010518
[7] https://dash.tweetbinder.com/report/a0ed2973
[7] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2022/06/17/4-modern-digital-solutions-for-mental-healthcare/?sh=29a001e25865
[6] https://www.forbes.com/sites/stephaniehirschmiller/2022/06/19/lvmh-tag-heuer-bored-ape-nfts-bulgari-toshi-at-viva-tech/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.forbes.com/sites/forbesagencycouncil/2022/06/15/a-smoother-digital-transformation-for-health-systems-3-pitfalls-to-avoid/
[6] https://www.forbes.com/sites/sanfordstein/2022/05/20/the-great-retail-reset-hits-the-bullseye-getting-back-on-target/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.forbes.com/sites/forbestechcouncil/2022/06/13/why-less-is-more-when-it-comes-to-cybersecurity/
[5] https://www.himss.org/resources/setting-realistic-expectations-5g-healthcare-0
[5] https://digitalhealth.modernhealthcare.com/finance/digital-health-funding-and-deals-roundup-seae-ventures-launches-100-million-fund?utm_medium=social&utm_source=twitter&utm_term=dhbustech&utm_content=2a3f8866-b798-40be-ac6c-be1ddde9b2f4

Top URLs in Tweet in G6:
[6] https://spainaudiovisualhub.mineco.gob.es/es/actualidad/inteligencia-artificial--retos-y-oportunidades-para-las-administ
[5] https://www.adiss.es/avances-tecnologicos-des-2022/
[3] https://www.des-show.com/agenda-sessions/nueva-economia-de-la-lengua-20220616/
[3] https://twitter.com/cris_aranda_/status/1537468158860222470
[2] http://3.La
[1] https://twitter.com/RuthFalquina/status/1537147933132394496
[1] https://www.marketinginsiderreview.com/barack-obama-des2022-desafios-futuro/
[1] https://twitter.com/ADISSInforma/status/1536988171719823361
[1] https://twitter.com/ADISSInforma/status/1537724826416209923
[1] https://www.des-show.com/es/speaker/marc-vidal/

Top URLs in Tweet in G7:
[3] https://twitter.com/Startup_VLC/status/1536738799526592515
[3] https://valenciaplaza.com/startups-valencianas-potencial-digital-enterprise-show-malaga
[3] https://www.des-show.com/agenda-2022-speakers/sergio-navarro-penaranda/
[2] https://twitter.com/valenciaplaza/status/1536324581148856321
[2] https://www.expansion.com/empresas/tecnologia/2022/06/09/62a05a53468aebc3788b463e.html
[2] https://tweetedtimes.com/search/startups/es
[2] https://www.valientesemprendedores.es/startup-valencia-articula-la-presencia-de-10-tecnologicas-valencianas-en-digital-enterprise-show-de-malaga/
[1] https://www.des-show.com/agenda-sessions/meet-the-innovative-valencian-ecosystem-by-startup-valencia-20220614/
[1] https://twitter.com/Startup_VLC/status/1536390336972464130
[1] https://www.fycma.com/evento/des-2022/

Top URLs in Tweet in G8:
[34] https://www.des-show.com/agenda-2022-speakers/jose-luis-cordeiro-mateo/
[7] https://twitter.com/DES_show/status/1532995916369694720
[4] https://ecofin.es/salvador-molina-ponente-en-el-des-2022/
[3] https://www.millennium-project.org/digital-enterprise-show-june-14-16-2022/
[2] https://twitter.com/rodriguezhernan/status/1536996788598710272
[1] https://twitter.com/MadridNetwork/status/1537131814283882497
[1] https://www.phmk.es/tecnologia/nacho-villoch-la-transformacion-digital-en-el-sector-salud-ya-no-conoce-barreras
[1] https://www.linkedin.com/feed/update/urn:li:share:6943147008551493632
[1] https://empresas.blogthinkbig.com/
[1] https://lnkd.in/e5exvgVn

Top URLs in Tweet in G9:
[3] https://www.elespanol.com/malaga/economia/tecnologia/20220607/confirmacion-startup-malaguena-planet-eur-lanzamiento-inminente/678182594_0.html
[3] https://culturalfitsolutions.com/
[2] https://www.des-show.com/
[2] http://www.sinapsystec.com/
[2] https://andaluciaconectada.es/blog/mas-digital/turismo-andaluz-futuro/#elementor-toc__heading-anchor-1
[2] https://andaluciaconectada.es/video/nosolosoftware-apostando-por-el-teletrabajo/
[2] https://epsiloom.com/
[1] https://www.elespanol.com/malaga/economia/tecnologia/20220619/oportunidad-jubilados-seniors-leading-malaga-comandar-economy/681182014_0.html
[1] https://elephmind.com/
[1] https://www.vivirtual.es/

Top URLs in Tweet in G10:
[1] https://www.revistavpc.es/noticias-pq/5243-menos-del-30-de-las-pymes-espanolas-han-solicitado-las-ayudas-del-gobierno-para-digitalizarse.html
[1] https://www.des-show.com/?utm_content=210651684&utm_medium=social&utm_source=twitter&hss_channel=tw-250225547
[1] https://www.des-show.com/agenda-sessions/esgeo-lets-build-sustainable-innovation-together-20220615/
[1] https://www.linkedin.com/feed/update/urn:li:share:6942118511959805952
[1] https://des.ticketsnebext.com/DES2022/es/register/RegisterPage/Estudiantes?setVals=%5bCODFREE=R6JSS
[1] https://twitter.com/TICCOOservicios/status/1536408559612731398
[1] https://twitter.com/TICCOOservicios/status/1531687072427298816
[1] https://twitter.com/TICCOOservicios/status/1536363764433489922
[1] https://twitter.com/TICCOOservicios/status/1536380625334288384
[1] https://www.des-show.com/tracks/banking-insurance-forum/?date=20220614

Top Domains
Top Domains in Tweet in Entire Graph:
[757] twitter.com
[395] des-show.com
[234] forbes.com
[128] co.uk
[120] medium.com
[102] linkedin.com
[101] elespanol.com
[64] lnkd.in
[60] youtube.com
[57] theverge.com

Top Domains in Tweet in G1:
[142] twitter.com
[20] viaempresa.cat
[14] gob.es
[6] diariosur.es
[4] spainenglish.com
[3] escudodigital.com
[2] elespanol.com
[1] thesmartcityjournal.com
[1] ecommerce-news.es
[1] cnta.es

Top Domains in Tweet in G2:
[131] twitter.com
[125] des-show.com
[24] lnkd.in
[20] elespanol.com
[17] apte.org
[16] cepymenews.es
[16] instagram.com
[12] andaluciavuela.es
[12] navarra.es
[11] juntadeandalucia.es

Top Domains in Tweet in G3:
[385] twitter.com
[154] des-show.com
[142] forbes.com
[109] co.uk
[89] medium.com
[70] linkedin.com
[69] elespanol.com
[50] youtube.com
[50] hatinco.com
[46] laecuaciondigital.com

Top Domains in Tweet in G4:
[10] twitter.com
[6] 101tv.es
[5] eldiario.es
[2] elespanol.com
[2] diariosur.es
[2] cope.es
[1] malagahoy.es
[1] laopiniondemalaga.es
[1] juntadeandalucia.es

Top Domains in Tweet in G5:
[92] forbes.com
[31] medium.com
[19] co.uk
[16] theverge.com
[10] venturebeat.com
[9] hpe.com
[8] indiatimes.com
[8] modernhealthcare.com
[8] technative.io
[8] linkedin.com

Top Domains in Tweet in G6:
[7] twitter.com
[6] gob.es
[5] adiss.es
[4] des-show.com
[2] 3.la
[1] marketinginsiderreview.com
[1] linkedin.com

Top Domains in Tweet in G7:
[6] twitter.com
[4] des-show.com
[3] valenciaplaza.com
[2] expansion.com
[2] tweetedtimes.com
[2] valientesemprendedores.es
[1] fycma.com
[1] marketingdirecto.com
[1] casfid.es

Top Domains in Tweet in G8:
[34] des-show.com
[11] twitter.com
[4] ecofin.es
[3] millennium-project.org
[1] phmk.es
[1] linkedin.com
[1] blogthinkbig.com
[1] lnkd.in

Top Domains in Tweet in G9:
[9] andaluciaconectada.es
[4] des-show.com
[4] elespanol.com
[3] culturalfitsolutions.com
[3] twitter.com
[2] sinapsystec.com
[2] cober.io
[2] epsiloom.com
[1] elephmind.com
[1] vivirtual.es

Top Domains in Tweet in G10:
[8] linkedin.com
[7] twitter.com
[3] des-show.com
[1] revistavpc.es
[1] ticketsnebext.com
[1] omologic.es
[1] publico.es
[1] ituser.es
[1] america-retail.com
[1] technologyreview.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14038] des2022
[4539] ai
[4443] digitalhealth
[4408] ehealth
[4400] cx
[4400] women
[4393] mwc22
[4388] datascientist
[4373] healthtech
[4355] ces2023



Top Hashtags in Tweet in G1:
[1693] des2022
[29] genera2022
[29] globalmobilitycall
[29] desertificación
[29] sequia
[15] málaga
[14] cmin
[7] digitalización
[6] iot
[6] gobierno

Top Hashtags in Tweet in G2:
[2258] des2022
[222] transformacióndigital
[187] málaga
[150] andaluciadigitalizada
[115] innovación
[111] startups
[105] malaga
[97] andalucía
[97] convenio
[97] convenioticdigno

Top Hashtags in Tweet in G3:
[7976] des2022
[3643] digitalhealth
[3637] ai
[3617] ehealth
[3611] cx
[3611] women
[3606] mwc22
[3599] datascientist
[3585] healthtech
[3573] ces2023

Top Hashtags in Tweet in G4:
[376] des2022
[272] andalucía
[46] funcionariadoenparo
[32] resolucionestabilizacionya
[28] resuelveestabilizacionya
[25] málaga
[21] malaga
[12] eleccionesandalucia2022
[12] eleccionesandaluzas
[12] juanmapresidente

Top Hashtags in Tweet in G5:
[816] des2022
[793] digitalhealth
[789] datascientist
[789] cx
[789] women
[787] mwc22
[787] ai
[787] ehealth
[786] healthtech
[782] ces2023

Top Hashtags in Tweet in G6:
[176] des2022
[63] ai
[36] dalle2
[33] ia
[25] inteligenciaartificial
[19] artificialintelligence
[19] machinelearning
[17] 𝙰𝙸𝚊𝚛𝚝
[15] creativity
[15] creatividad

Top Hashtags in Tweet in G7:
[79] des2022
[29] startups
[9] emprendedor
[9] málaga
[8] startupvalencia
[7] startup
[5] innovador
[4] proptech
[3] tnw2022
[3] amsterdam

Top Hashtags in Tweet in G8:
[77] des2022
[24] ai
[21] lamuertedelamuerte
[13] futuro
[13] barackobama
[13] inteligenciaartificial
[3] sustainabilityorientedinnovation
[3] networking
[3] riber
[3] venezuela

Top Hashtags in Tweet in G9:
[76] des2022
[36] startup
[16] emprendedores
[13] promálaga
[10] startups
[9] málaga
[9] inteligenciaartificial
[8] talento
[7] transformacióndigital
[7] app

Top Hashtags in Tweet in G10:
[61] des2022
[7] malaga
[3] evento
[3] global
[3] inovacao
[3] transformacaodigital
[3] ai
[2] digital
[2] oracle
[1] desdigitalenterpriseshow

Top Words
Top Words in Tweet in Entire Graph:
[14054] #des2022
[4560] #ai
[4464] #digitalhealth
[4441] #bigdata
[4434] #insurtech
[4427] #ehealth
[4422] des_show
[4415] #socialmedia
[4413] betamoroney
[4412] #javascript

Top Words in Tweet in G1:
[1693] #des2022
[1410] digitalización
[1386] histórica
[986] barackobama
[938] hoy
[912] placer
[910] cambio
[910] climático
[909] actuales
[909] retos

Top Words in Tweet in G2:
[2259] #des2022
[1405] des_show
[920] digital
[429] stand
[331] fycma
[325] málaga
[317] hoy
[272] andaluciajunta
[255] nuestro
[246] transformación

Top Words in Tweet in G3:
[7991] #des2022
[3658] #digitalhealth
[3652] #ai
[3634] #ehealth
[3634] #insurtech
[3633] #bigdata
[3622] #women
[3622] betamoroney
[3619] #cx
[3616] #socialmedia

Top Words in Tweet in G4:
[376] #des2022
[308] málaga
[272] #andalucía
[255] seguir
[249] barackobama
[237] tenemos
[205] hoy
[194] placer
[193] cambio
[193] climático

Top Words in Tweet in G5:
[816] #des2022
[802] #bigdata
[799] #digitalhealth
[799] #javascript
[799] #linux
[798] #100daysofcode
[798] #flutter
[797] #frenchtech
[796] #socialmedia
[796] #insurtech

Top Words in Tweet in G6:
[176] #des2022
[122] des_show
[78] marcvidal
[63] #ai
[44] ruthfalquina
[44] #
[36] #dalle2
[34] co
[33] #ia
[32] cris_aranda_

Top Words in Tweet in G7:
[79] #des2022
[51] des_show
[34] ecosistema
[30] valenciano
[30] valencia
[29] #startups
[28] startup
[27] feria
[26] conocer
[26] equipo

Top Words in Tweet in G8:
[77] #des2022
[36] cordeiro
[27] des_show
[26] estoy
[26] preocupado
[25] capitancook
[24] #ai
[24] turn
[24] over
[24] revenue

Top Words in Tweet in G9:
[120] des_show
[76] #des2022
[47] elephmind
[47] sinapsystec_eu
[47] openfuture_and
[46] vivirtual_
[44] pitalmeria
[44] ptamalaga
[41] digital_got
[40] genially_es

Top Words in Tweet in G10:
[61] #des2022
[10] digital
[9] málaga
[7] enterprise
[7] show
[7] #malaga
[7] obama
[5] fycma
[5] mañana
[5] malaga

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4407] #des2022,#digitalhealth
[4407] #cx,#women
[4396] #flutter,#linux
[4395] #digitalhealth,#cx
[4394] #women,#ehealth
[4394] #ehealth,#ces2023
[4394] #ces2023,#finserv
[4394] #finserv,#bigdata
[4394] #bigdata,#insurtech
[4394] #linux,#traveltech

Top Word Pairs in Tweet in G1:
[916] hoy,#des2022
[910] cambio,climático
[908] barackobama,hoy
[905] climático,digitalización
[903] digitalización,desafíos
[903] desafíos,actuales
[903] actuales,futuros
[903] futuros,nuestra
[903] nuestra,sociedad
[903] #des2022,hemos

Top Word Pairs in Tweet in G2:
[217] transformación,digital
[174] stand,andaluciajunta
[158] #des2022,des_show
[143] digital,enterprise
[141] enterprise,show
[101] os,esperamos
[99] sector,tic
[97] opinión,os
[97] os,merece
[97] merece,patronal

Top Word Pairs in Tweet in G3:
[3618] #cx,#women
[3613] #des2022,#digitalhealth
[3607] #digitalhealth,#cx
[3605] #women,#ehealth
[3605] #ehealth,#ces2023
[3605] #ces2023,#finserv
[3605] #finserv,#bigdata
[3605] #bigdata,#insurtech
[3605] #linux,#traveltech
[3604] #flutter,#linux

Top Word Pairs in Tweet in G4:
[193] cambio,climático
[190] placer,haber
[190] barackobama,#des2022
[189] declarado,admirador
[189] admirador,#andalucía
[189] #andalucía,hoy
[189] hoy,visitado
[189] visitado,málaga
[189] málaga,placer
[189] haber,dado

Top Word Pairs in Tweet in G5:
[792] #des2022,#digitalhealth
[792] #flutter,#linux
[789] #cx,#women
[789] #women,#ehealth
[789] #ehealth,#ces2023
[789] #ces2023,#finserv
[789] #finserv,#bigdata
[789] #bigdata,#insurtech
[789] #linux,#traveltech
[788] #digitalhealth,#cx

Top Word Pairs in Tweet in G6:
[31] marcvidal,#des2022
[19] transformación,digital
[19] #des2022,málaga
[16] #ai,#machinelearning
[15] #artificialintelligence,#inteligenciaartificial
[15] #ia,#ai
[15] des_show,#des2022
[15] comisionada,cristinagallach
[13] openai,#dalle2
[12] evolution,theatre

Top Word Pairs in Tweet in G7:
[28] startup,valencia
[18] ecosistema,emprendedor
[17] sesamehr_,freshpple
[17] freshpple,live4life__
[17] live4life__,viviendea
[17] viviendea,emendues
[17] emendues,txvalencia
[17] txvalencia,domoblock_io
[16] emprendedor,valenciano
[16] valenciano,#des2022

Top Word Pairs in Tweet in G8:
[26] estoy,preocupado
[24] turn,over
[24] over,revenue
[22] jose,luis
[22] luis,cordeiro
[21] #des2022,#ai
[21] #ai,help
[21] help,optimise
[21] optimise,turn
[21] revenue,#lamuertedelamuerte

Top Word Pairs in Tweet in G9:
[46] des_show,elephmind
[45] elephmind,vivirtual_
[44] openfuture_and,pitalmeria
[42] vivirtual_,sinapsystec_eu
[42] sinapsystec_eu,openfuture_and
[41] pitalmeria,ptamalaga
[41] ptamalaga,digital_got
[39] digital_got,genially_es
[38] genially_es,brainspro
[38] brainspro,programaminerva

Top Word Pairs in Tweet in G10:
[7] digital,enterprise
[7] enterprise,show
[5] #des2022,málaga
[3] 14,16
[3] 16,junio
[3] #des2022,#evento
[3] #evento,#global
[3] #global,#inovacao
[3] #transformacaodigital,#malaga
[3] #des2022,#malaga

Top Replied-To
Top Replied-To in Entire Graph:
@des_show
@andaluciajunta
@rodriguezhernan
@sanchezcastejon
@metricool_es
@gvajusticia
@lia__3122
@albertoemachado
@cunefalumni
@juanma_moreno

Top Replied-To in G1:
@sanchezcastejon
@andaluciajunta
@diariosur
@elmundoes
@barackobama
@spainintheusa
@alefq1
@des_show
@globbav

Top Replied-To in G2:
@malaga_2027
@rodriguezhernan
@des_show
@pwc_spain
@begonavillacis
@bibagudreamteam
@andaluciajunta
@apte_es
@jaumecollboni
@hispasec

Top Replied-To in G3:
@des_show
@rodriguezhernan
@metricool_es
@cunefalumni
@albertoemachado
@paoloigna1
@sanchezcastejon
@startup_vlc
@caratesp
@rdelblanco

Top Replied-To in G4:
@andaluciajunta
@juanma_moreno
@des_show
@ugt_andalucia
@rampppp
@copeandalucia

Top Replied-To in G5:
@this0499154500
@fmfrancoise
@lyakovet
@chidambara09

Top Replied-To in G6:
@ruthfalquina
@cris_aranda_
@corosalda
@carlosrojas244
@spain_ai_
@marcvidal
@mgg_2012
@laraoliveras

Top Replied-To in G7:
@des_show
@startup_vlc

Top Replied-To in G8:
@andystalman
@cordeiro
@rodriguezhernan

Top Replied-To in G9:
@des_show
@laura_chica
@azaveco
@openfuture_and
@lavozdealmeria
@startupand_

Top Mentioned
Top Mentioned in Entire Graph:
@betamoroney
@enilev
@des_show
@barackobama
@fycma
@andaluciajunta
@sanchezcastejon
@juanma_moreno
@malaga
@comunidadmadrid

Top Mentioned in G1:
@barackobama
@sanchezcastejon
@des_show
@moderna_tx
@gfontseca
@nuriatriguero
@aritiumtech
@juanma_moreno
@viaempresa
@gobiernomalaga

Top Mentioned in G2:
@des_show
@fycma
@andaluciajunta
@comunidadmadrid
@barackobama
@agenciadigand
@aecspain
@ticcooservicios
@madrid
@aemprende

Top Mentioned in G3:
@betamoroney
@enilev
@des_show
@barackobama
@fycma
@caratesp
@oracle_es
@malaga
@kyndryl
@paoloigna1

Top Mentioned in G4:
@barackobama
@juanma_moreno
@des_show
@anamariavielba
@eliasbendodo
@andaluciajunta
@arjonaadolfo
@iaapjunta
@ppandaluz
@sextanoticias

Top Mentioned in G5:
@enilev
@betamoroney
@des_show
@tweetbinderes
@nodexl
@frenchtechbdx
@lafrenchtech
@laveilletechno
@digital_ladies
@vivatech

Top Mentioned in G6:
@des_show
@marcvidal
@ruthfalquina
@openai
@estadolatente
@cris_aranda_
@pauvanbr
@spain_ai_
@cristinagallach
@big_onion_tech

Top Mentioned in G7:
@des_show
@sesamehr_
@freshpple
@emendues
@txvalencia
@logistikolabs
@bitstartups
@live4life__
@domoblock_io
@viviendea

Top Mentioned in G8:
@des_show
@capitancook
@fycma
@barackobama
@cordeiro
@millenniumproj
@sergiotarrero
@parrishliz
@biovivascience
@hashtagmarketi7

Top Mentioned in G9:
@des_show
@elephmind
@sinapsystec_eu
@vivirtual_
@openfuture_and
@pitalmeria
@ptamalaga
@digital_got
@genially_es
@brainspro

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@chidambara09
@tradermarcocost
@xaelbot
@british_airways
@cybersecurityn8
@evankirstel
@alicate13
@fabriciosx

Top Tweeters in G1:
@mariaperezpere
@lyuva26
@drzrz
@nusagatero
@antoniobb1953
@937908mcm
@manelsaa99
@enedina37049621
@mikihoyos
@mirrocafort

Top Tweeters in G2:
@maricarvidalsam
@opensource_orgs
@escafint
@artisticparley
@okrogules
@micheleangelo13
@jacobussystems
@bvellisco1
@rtve
@elconfidencial

Top Tweeters in G3:
@sectest9
@paoloigna1
@chidambara09
@british_airways
@cybersecurityn8
@evankirstel
@fabriciosx
@vodafone_es
@danielkemp6
@kikemlaga

Top Tweeters in G4:
@tradermarcocost
@eldiario
@amazingchevvolt
@mariajesusb2
@jestradamo
@aramirezsym
@eldiarioes
@barreiraurora
@ana37454709
@sextanoticias

Top Tweeters in G5:
@xaelbot
@fluttbot
@ml_tweet_bot
@goaidev
@santchiweb
@laveilletechno
@waterworxuk
@fullnam35087976
@ilovebooks786
@2bftawfik

Top Tweeters in G6:
@alicate13
@ricardo_ik_ahau
@thecuriousluke
@beatrizbecerrab
@luengo1958
@shareisevolve
@female__voices
@thedevilops
@agarciahdealba
@monicataher

Top Tweeters in G7:
@valenciaplaza
@expansioncom
@thenextweb
@tabucarude
@juanviperezaras
@franruizgirona
@robertocarreras
@korero_es
@vitemprende
@frankmurray

Top Tweeters in G8:
@camilogvillegas
@hernangraffe
@urru_urru
@the_heroes_club
@andystalman
@autonomosata
@eduardoriverosq
@rivercorrectbot
@capitancook
@manuelbonilla94

Top Tweeters in G9:
@unisevilla
@lavozdealmeria
@the_mentalaist
@laura_chica
@agjs
@programaminerva
@openfuture_and
@promalaga
@hrider360
@juanrcuadros

Top Tweeters in G10:
@aretail
@eventosfera
@jfgesp
@goodrebels
@jorgeosmac
@victorleaks
@luigivolatile
@mariablanco_
@grupoeventoplus
@mastercardeu