#DigitalLeaders, Twitter, 7/5/2019 1:30:56 AM, 202145


FAQ | Problem?

#DigitalLeaders_2019-07-04_18-20-33.xlsx
#DigitalLeaders_2019-07-04_18-20-33.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 05, 2019
Short Description:
#DigitalLeaders via NodeXL http://bit.ly/2YzOE8U
@activithink
@iebschool
@vivianfrancos
@lcatalinasolano
@lluisfont
@marlonmolina
@pascualparada
@sonvalero
@dpl_news
@marta_stn

Top hashtags:
#digitalleaders
#barcelona
#productividad
#emba
#exito
#ventas
#mba

Description:
Description
The graph represents a network of 430 Twitter users whose recent tweets contained "#DigitalLeaders", 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 Friday, 05 July 2019 at 01:21 UTC.

The tweets in the network were tweeted over the 9-day, 13-hour, 14-minute period from Tuesday, 25 June 2019 at 10:02 UTC to Thursday, 04 July 2019 at 23:16 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 : 430
Unique Edges : 804
Edges With Duplicates : 1191
Total Edges : 1995
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.104966139954853
Reciprocated Edge Ratio : 0.189989785495403
Connected Components : 77
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 1606
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.691269
Graph Density : 0.00530709600477042
Modularity : 0.343759
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] https://www.digital-leaders.es/
[27] http://www.digital-leaders.es/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[13] https://www.digital-leaders.es/streaming/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[8] https://www.digital-leaders.es/streaming/
[7] https://www.digital-leaders.es/streaming/?utm_source=email&utm_medium=eventos&utm_campaign=DigitalLeaders
[4] https://www.trendsmap.com/r/ES_BAR_vnvzjo
[3] https://twitter.com/iebschool/status/1146389417738813440
[3] https://twitter.com/BitbyBot/status/1146141832834879489
[3] https://www.computing.co.uk/ctg/opinion/3077589/5-reasons-we-still-need-events-for-women-in-tech
[2] https://vivianfrancos.com/digitalleaders-habilidades-para-crear-un-futuro-de-abundancia/

Top URLs in Tweet in G1:
[27] http://www.digital-leaders.es/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[21] https://www.digital-leaders.es/
[8] https://www.digital-leaders.es/streaming/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[6] https://www.digital-leaders.es/streaming/?utm_source=email&utm_medium=eventos&utm_campaign=DigitalLeaders
[2] https://www.computerworlduniversity.es/actualidad/el-evento-digital-leaders-llega-a-barcelona
[2] https://www.reasonwhy.es/actualidad/evento-iebs-next-about-digital-leaders
[2] https://www.digital-leaders.es/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[2] https://www.youtube.com/watch?v=ROK8VIiAMUE&feature=youtu.be

[1] https://twitter.com/iebschool/status/1146389417738813440
[1] https://www.trendsmap.com/r/ES_BAR_vnvzjo

Top URLs in Tweet in G2:
[17] https://www.digital-leaders.es/
[2] https://www.digitaldoughnut.com/articles/technology/marketing-automation/considerations-for-selecting-the-right-automation
[2] https://www.digital-leaders.es/streaming/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[2] https://www.digital-leaders.es/streaming/
[1] https://devops.com/4-traits-of-high-performance-digital-leaders/?utm_campaign=Social%20Media&utm_content=95003727&utm_medium=social&utm_source=twitter&hss_channel=tw-2430955777
[1] https://connect.convedo.com/resources/robotic-process-automation-cxo-guide-convedo?utm_content=94973711&utm_medium=social&utm_source=twitter&hss_channel=tw-991758986
[1] https://www.td.org/insights/a-new-age-demands-new-leadership
[1] https://twitter.com/northamptonhigh/status/1143884272106909701
[1] https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/the-evolution-of-the-cfo?cid=soc-app
[1] https://www.linkedin.com/pulse/public-trifecta-key-success-d

Top URLs in Tweet in G3:
[5] https://www.digital-leaders.es/
[3] https://www.digital-leaders.es/streaming/?utm_source=twito&utm_medium=eventos&utm_campaign=EVDLB19
[1] https://twitter.com/TrendsBarcelona/status/1146469794079813632
[1] https://twitter.com/TrendsMadrid/status/1085940872536096768
[1] https://twitter.com/iebschool/status/1146427159025729537
[1] https://twitter.com/VivianFrancos/status/1146451322595696641
[1] https://twitter.com/iebschool/status/1146480430851530754
[1] https://www.youtube.com/watch?v=IcjH4kB6UfA&feature=youtu.be

[1] https://twitter.com/iebschool/status/1146389417738813440
[1] https://www.digital-leaders.es/streaming/

Top URLs in Tweet in G4:
[4] https://www.digital-leaders.es/streaming/
[3] https://www.trendsmap.com/r/ES_BAR_vnvzjo
[2] https://vivianfrancos.com/digitalleaders-habilidades-para-crear-un-futuro-de-abundancia/
[2] https://www.digital-leaders.es/
[2] https://www.trendsmap.com/r/ES_MAD_tdmrrf
[2] https://twitter.com/VivianFrancos/status/1146777808129200128
[2] https://www.youtube.com/watch?v=vSWnKW6WMTY

[1] https://twitter.com/TrendsMadrid/status/1085940872536096768
[1] https://lnkd.in/d6wm7Se
[1] https://www.youtube.com/watch?v=ROK8VIiAMUE


Top URLs in Tweet in G5:
[1] https://twitter.com/NHSX/status/1146071028965105667
[1] https://twitter.com/healthyopinion/status/1144918898694922242

Top URLs in Tweet in G6:
[1] https://twitter.com/childnetdl/status/1143424861169168384

Top URLs in Tweet in G7:
[1] https://twitter.com/iebschool/status/1146438326158856192
[1] https://twitter.com/iebschool/status/1146435764596744192
[1] https://www.instagram.com/tv/BytkX8_h0Ws/?igshid=1hrqx65hihorp

Top URLs in Tweet in G9:
[3] https://www.computing.co.uk/ctg/opinion/3077589/5-reasons-we-still-need-events-for-women-in-tech
[1] https://www.youtube.com/watch?v=9VYvO8RXoiM&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[107] digital-leaders.es
[28] twitter.com
[22] luisfont.com
[13] youtube.com
[6] trendsmap.com
[4] instagram.com
[3] lnkd.in
[3] co.uk
[2] vivianfrancos.com
[2] computerworlduniversity.es

Top Domains in Tweet in G1:
[67] digital-leaders.es
[2] computerworlduniversity.es
[2] twitter.com
[2] reasonwhy.es
[2] youtube.com
[1] trendsmap.com
[1] businessinsider.es

Top Domains in Tweet in G2:
[21] digital-leaders.es
[4] youtube.com
[3] twitter.com
[2] digitaldoughnut.com
[2] ivoox.com
[2] diariorc.com
[1] devops.com
[1] convedo.com
[1] td.org
[1] mckinsey.com

Top Domains in Tweet in G3:
[9] digital-leaders.es
[7] twitter.com
[1] youtube.com

Top Domains in Tweet in G4:
[7] digital-leaders.es
[5] trendsmap.com
[5] youtube.com
[3] twitter.com
[2] vivianfrancos.com
[2] lnkd.in
[1] google.com

Top Domains in Tweet in G5:
[2] twitter.com

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] instagram.com

Top Domains in Tweet in G9:
[3] co.uk
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[897] digitalleaders
[57] barcelona
[54] productividad
[30] emba
[27] exito
[27] ventas
[27] mba
[25] management
[25] emprender
[22] emprendedor



Top Hashtags in Tweet in G1:
[506] digitalleaders
[43] barcelona
[8] businessit
[7] movistarcentre
[6] líderesdigitales
[6] cuántico
[6] transformacióndigital
[5] ia
[5] cloudcomputing
[4] lideresdigitales

Top Hashtags in Tweet in G2:
[58] digitalleaders
[2] automation
[2] themagicnumber
[2] líderesdigitales
[1] inknowtech
[1] roi
[1] datacentric
[1] wednesdaywisdom
[1] it
[1] rpa

Top Hashtags in Tweet in G3:
[63] digitalleaders
[6] barcelona
[3] diversity
[2] movistarcentre
[2] líderesdigitales
[1] tt
[1] businessit
[1] cuántico
[1] ia
[1] twitter

Top Hashtags in Tweet in G4:
[131] digitalleaders
[8] barcelona
[6] clt19
[5] iebs
[4] líderesdigitales
[4] transformacióndigital
[3] ciberseguridad
[3] businessit
[3] streaming
[2] movistarcentre

Top Hashtags in Tweet in G5:
[4] digitalleaders
[3] digitallytransformingdentistry
[1] dentistry
[1] transformation

Top Hashtags in Tweet in G6:
[7] digitalleaders
[4] ngedtechday
[4] edtech50
[4] islingtoncomp
[1] flipgridfever
[1] islingtonschools
[1] parent
[1] edtech
[1] onlinesafety

Top Hashtags in Tweet in G7:
[35] digitalleaders
[1] transformacióndigital
[1] trabajoenequipo
[1] vitaminadigital
[1] seangigantes

Top Hashtags in Tweet in G8:
[2] yoga
[2] digitalleaders
[2] túinnovas

Top Hashtags in Tweet in G9:
[7] digitalleaders
[4] womenintech
[3] digitalcitizenship
[3] equality
[1] digitaltransformation
[1] innovation
[1] dlweek
[1] techleaders
[1] gradsuccess
[1] mustwatch

Top Hashtags in Tweet in G10:
[1] buscandoapacomolina
[1] digitalleaders

Top Words
Top Words in Tweet in Entire Graph:
[224] Words in Sentiment List#1: Positive
[52] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[19450] Non-categorized Words
[19726] Total Words
[897] #digitalleaders
[332] iebschool
[123] digital
[117] next
[108] marlonmolina

Top Words in Tweet in G1:
[506] #digitalleaders
[216] iebschool
[86] next
[81] evento
[77] marlonmolina
[68] tecnología
[63] digital
[61] más
[43] enricdelgad0
[43] #barcelona

Top Words in Tweet in G2:
[58] #digitalleaders
[21] sigue
[19] streaming
[18] mejor
[18] encuentro
[18] digitales
[18] año
[18] descubre
[17] líderes
[16] apúntate

Top Words in Tweet in G3:
[63] #digitalleaders
[35] iebschool
[17] next
[17] tecnología
[13] oscarfuente
[13] marlonmolina
[11] montsemansilla
[9] evento
[8] noelogo
[8] gracias

Top Words in Tweet in G4:
[131] #digitalleaders
[51] iebschool
[21] ramsesgallego
[17] veces
[14] activithink
[14] movistarcentre
[14] ahora
[14] nacho_arrieta
[13] valor
[13] tecnología

Top Words in Tweet in G5:
[10] nhsdigacademy
[10] nhsdaalumni
[9] ipharmlad
[9] hssood
[9] healthyopinion
[9] chalkley_david
[9] faraazhussain
[9] _dougstewart
[9] mikecavaye
[8] docbriank

Top Words in Tweet in G6:
[7] #digitalleaders
[4] #ngedtechday
[4] #edtech50
[4] schools
[4] #islingtoncomp
[2] bad
[2] quick
[2] intro
[2] session
[2] flipgrid

Top Words in Tweet in G7:
[35] #digitalleaders
[32] pensar
[30] iebschool
[18] increíble
[17] personas
[17] deben
[16] hasta
[16] gobiernos
[16] conceptos
[16] tecnológicos

Top Words in Tweet in G8:
[7] camaraabierta
[7] abre
[7] sovietvisuals
[7] ereija
[7] ade
[7] lahiloteca
[7] manuelbartual
[7] modesto_garcia
[7] practica
[5] 24h_tve

Top Words in Tweet in G9:
[7] #digitalleaders
[6] women
[4] seyiakiwowo
[4] #womenintech
[3] congratulations
[3] 2019
[3] shoutout
[3] standing
[3] up
[3] #digitalcitizenship

Top Words in Tweet in G10:
[22] qe
[11] ayer
[11] hizo
[11] 4
[11] años
[11] desaparecio
[11] nuestro
[11] hijo
[11] menor
[11] paco

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[99] next,#digitalleaders
[97] #digitalleaders,iebschool
[60] líderes,digitales
[38] mejor,encuentro
[36] año,descubre
[36] apúntate,gratis
[34] activithink,#digitalleaders
[31] descubre,#digitalleaders
[30] vía,streaming
[29] lenguaje,tecnología

Top Word Pairs in Tweet in G1:
[81] next,#digitalleaders
[57] #digitalleaders,iebschool
[28] líderes,digitales
[23] 3,julio
[22] #barcelona,puedes
[22] iebschool,seedrocket
[22] activithink,#digitalleaders
[21] evento,#digitalleaders
[21] iebschool,#digitalleaders
[20] transformación,digital

Top Word Pairs in Tweet in G2:
[18] mejor,encuentro
[18] año,descubre
[18] descubre,#digitalleaders
[17] líderes,digitales
[16] apúntate,gratis
[16] gratis,acude
[16] acude,directo
[16] directo,sigue
[16] sigue,vía
[16] vía,streaming

Top Word Pairs in Tweet in G3:
[13] #digitalleaders,iebschool
[11] next,#digitalleaders
[6] ruljaimemaestre,marienserrano
[6] marienserrano,noelogo
[6] #digitalleaders,sigue
[6] lenguaje,tecnología
[4] #digitalleaders,pierdas
[4] líderes,digitales
[4] computación,cuántica
[4] éste,next

Top Word Pairs in Tweet in G4:
[16] #digitalleaders,iebschool
[11] activithink,#digitalleaders
[9] #digitalleaders,movistarcentre
[8] veces,gano
[8] gano,veces
[7] #digitalleaders,ahora
[6] sonvalero,3
[6] 3,v
[6] v,velocidad
[6] velocidad,variedad

Top Word Pairs in Tweet in G5:
[9] ipharmlad,nhsdigacademy
[9] nhsdigacademy,nhsdaalumni
[9] nhsdaalumni,hssood
[9] hssood,healthyopinion
[9] healthyopinion,chalkley_david
[9] chalkley_david,faraazhussain
[9] faraazhussain,_dougstewart
[9] _dougstewart,mikecavaye
[8] docbriank,ipharmlad
[8] mikecavaye,jam

Top Word Pairs in Tweet in G6:
[4] #edtech50,schools
[4] schools,#islingtoncomp
[2] bad,quick
[2] quick,intro
[2] intro,session
[2] session,#digitalleaders
[2] #digitalleaders,#ngedtechday
[2] #ngedtechday,flipgrid
[2] flipgrid,hit
[2] hit,everyone

Top Word Pairs in Tweet in G7:
[16] increíble,pensar
[16] pensar,hasta
[16] hasta,gobiernos
[16] gobiernos,deben
[16] deben,pensar
[16] pensar,conceptos
[16] conceptos,tecnológicos
[16] tecnológicos,atender
[16] atender,personas
[15] lcatalinasolano,increíble

Top Word Pairs in Tweet in G8:
[7] camaraabierta,abre
[7] abre,sovietvisuals
[7] sovietvisuals,ereija
[7] ereija,ade
[7] ade,lahiloteca
[7] lahiloteca,manuelbartual
[7] manuelbartual,modesto_garcia
[7] modesto_garcia,practica
[5] 24h_tve,camaraabierta
[5] practica,#yo

Top Word Pairs in Tweet in G9:
[3] congratulations,#digitalleaders
[3] #digitalleaders,2019
[3] 2019,shoutout
[3] shoutout,seyiakiwowo
[3] seyiakiwowo,standing
[3] standing,up
[3] up,#digitalcitizenship
[3] computing_news,discusses
[3] discusses,5
[3] 5,reasons

Top Word Pairs in Tweet in G10:
[11] ayer,hizo
[11] hizo,4
[11] 4,años
[11] años,qe
[11] qe,desaparecio
[11] desaparecio,nuestro
[11] nuestro,hijo
[11] hijo,menor
[11] menor,paco
[11] paco,cordoba

Top Replied-To
Top Replied-To in Entire Graph:
@iebschool
@marlonmolina
@nacho_arrieta
@pgelis
@cooltra
@leikoleo
@imation4430
@trendsmadrid
@marcfenollosa
@vivianfrancos

Top Replied-To in G1:
@marlonmolina
@nacho_arrieta
@pgelis
@iebschool
@enricdelgad0
@cooltra
@e_cooltra
@akademus

Top Replied-To in G3:
@lcatalinasolano
@oscarfuente
@montsemansilla
@imation4430

Top Replied-To in G4:
@iebschool
@leikoleo
@trendsmadrid
@marcfenollosa
@ramsesgallego
@nacho_arrieta
@cooltra

Top Replied-To in G5:
@ipharmlad

Top Replied-To in G6:
@gonoodle

Top Replied-To in G7:
@iebschool
@marlonmolina
@pascualparada
@jolozanoga
@vivianfrancos

Top Replied-To in G9:
@computing_news

Top Mentioned
Top Mentioned in Entire Graph:
@iebschool
@marlonmolina
@enricdelgad0
@ramsesgallego
@nacho_arrieta
@oscarfuente
@activithink
@movistarcentre
@pgelis
@kantox

Top Mentioned in G1:
@iebschool
@marlonmolina
@enricdelgad0
@nacho_arrieta
@seedrocket
@oscarfuente
@pgelis
@pascualparada
@kantox
@activithink

Top Mentioned in G2:
@setdeep

Top Mentioned in G3:
@iebschool
@marlonmolina
@oscarfuente
@montsemansilla
@noelogo
@enricdelgad0
@vivianfrancos
@ramsesgallego
@ruljaimemaestre
@marienserrano

Top Mentioned in G4:
@iebschool
@ramsesgallego
@activithink
@movistarcentre
@nacho_arrieta
@sonvalero
@enricdelgad0
@xavimotos
@oscarfuente
@marlonmolina

Top Mentioned in G5:
@nhsdigacademy
@nhsdaalumni
@hssood
@healthyopinion
@chalkley_david
@faraazhussain
@_dougstewart
@mikecavaye
@docbriank
@ipharmlad

Top Mentioned in G6:
@flipgrid
@lgfl
@childnet
@ng_rf_digitech
@rocketfunduk
@carters_phonics
@googleforedu
@ngpupils
@makeymakey
@scratch

Top Mentioned in G7:
@iebschool
@lcatalinasolano
@marlonmo
@marlonmolina
@nacho_arrieta
@noelogo
@ramsesgallego
@vivianfrancos
@pascualparada
@activithink

Top Mentioned in G8:
@camaraabierta
@sovietvisuals
@ereija
@lahiloteca
@manuelbartual
@modesto_garcia
@24h_tve
@raeinforma
@enclaverae
@danisesena

Top Mentioned in G9:
@seyiakiwowo
@computing_news
@the360leaders
@tedxlondon
@elianavanekova
@lsbu
@nesta_uk

Top Mentioned in G10:
@nosfaltapaco1

Top Tweeters
Top Tweeters in Entire Graph:
@pymesunidases
@raeinforma
@24h_tve
@dpl_news
@peninsulaqatar
@hola
@trendsmadrid
@lvdurepublico
@twalex2
@flipgrid

Top Tweeters in G1:
@twalex2
@iebschool
@mkdirecto
@marlonmolina
@ing_mauri24
@reasonwhy
@abogadoknowmads
@computerworldes
@pascualparada
@formacion1line

Top Tweeters in G2:
@peninsulaqatar
@lvdurepublico
@julvilop
@fatimamartinez
@grancarlos700
@mfcnovo
@mullercardenas
@etomast
@marat_bcn
@digitaldoughnut

Top Tweeters in G3:
@pymesunidases
@hola
@ignacio_conejo
@albertoalcocer
@huhuzgz
@speivon
@bichadecampo
@leikoleo
@perbea123
@vangarbar

Top Tweeters in G4:
@dpl_news
@trendsmadrid
@trendsbarcelona
@magda_peral
@dell
@vivianfrancos
@javiercao
@symantec
@vadotech
@coralvilaverde

Top Tweeters in G5:
@r1chardatron
@healthyopinion
@jam
@ukpenguin
@andy_kinnear
@digitaldentis
@ipharmlad
@faraazhussain
@catherinefarr18
@jamesfreed5

Top Tweeters in G6:
@flipgrid
@dawnhallybone
@nspcc
@gonoodle
@katypotts
@makeymakey
@scratch
@googleforedu
@lgfl
@childnet

Top Tweeters in G7:
@erika_llt
@lcatalinasolano
@esteban1_5
@camila_delgadoc
@ir_nicole
@raperosdeverda1
@mafefuents
@angiiebeniitez9
@mercy990519
@anaechavarria11

Top Tweeters in G8:
@raeinforma
@24h_tve
@manuelbartual
@fannym9
@sovietvisuals
@danisesena
@modesto_garcia
@profesorabg
@camaraabierta
@enclaverae

Top Tweeters in G9:
@seyiakiwowo
@computing_news
@lsbu
@nesta_uk
@femtech_
@sarawillcocks
@tedxlondon
@the360leaders
@spartaglobal
@taraecooper

Top Tweeters in G10:
@nosfaltapaco1
@lucasm69
@mercedelavega
@cplamodel_bcn
@rociomartin4
@mystic_purple_d
@inesgayferrer
@isidromolinaa
@evagpagan
@dice_alf