The graph represents a network of 4,064 Twitter users whose recent tweets contained "#TransformacionDigital", 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, 18 May 2021 at 13:00 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 31-minute period from Monday, 10 May 2021 at 22:27 UTC to Tuesday, 18 May 2021 at 12:58 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
Vertices : 4064
Unique Edges : 6287
Edges With Duplicates : 3333
Total Edges : 9620
Number of Edge Types : 5
Tweet : 1304
Retweet : 3092
MentionsInRetweet : 3228
Mentions : 1823
Replies to : 173
Self-Loops : 1352
Reciprocated Vertex Pair Ratio : 0.0454185788890647
Reciprocated Edge Ratio : 0.0868907054193158
Connected Components : 746
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 2001
Maximum Edges in a Connected Component : 5946
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.740929
Graph Density : 0.000400071899085467
Modularity : 0.64083
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,064 Twitter users whose recent tweets contained "#TransformacionDigital", 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, 18 May 2021 at 13:00 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 31-minute period from Monday, 10 May 2021 at 22:27 UTC to Tuesday, 18 May 2021 at 12:58 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 : #TransformacionDigital
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[652] #transformacióndigital,#cuba [432] millones,usuarios [432] telefonía,móvil [423] 76,población [423] población,cobertura [423] cobertura,señal [423] señal,tv [423] tv,digital [405] celebramos,#diadelastelecomunicaciones [398] contribuir,#transformacióndigital Top Word Pairs in Tweet in G1:
[641] #transformacióndigital,#cuba [423] millones,usuarios [423] telefonía,móvil [415] 76,población [415] población,cobertura [415] cobertura,señal [415] señal,tv [415] tv,digital [396] celebramos,#diadelastelecomunicaciones [384] trabajamos,pos Top Word Pairs in Tweet in G2:
[59] #digitaltransformation,#transformacióndigital [58] 18,20 [57] #díadeinternet,#ddi2021 [56] feliz,#diadeinternet [56] #diadeinternet,#diamundialdeinternet [56] #diamundialdeinternet,#díadeinternet [56] nombre,equipo [56] equipo,#hashtagteam [55] 20,mayo [51] #transformacióndigital,#industria40 Top Word Pairs in Tweet in G3:
[95] transformación,digital [19] pandemia,aceleró [19] aceleró,transformación [19] digital,#empresas [19] #empresas,transformación [19] transformación,realmente [19] realmente,llega [19] llega,persona [19] persona,empieza [19] empieza,pensar Top Word Pairs in Tweet in G4:
[237] curso_mujeres,hacienda [237] hacienda,gob [237] gob,mx [227] informes,curso_mujeres [226] mujeres,#transformacióndigital [215] aprenderás,contabilidad [215] contabilidad,comercio [215] comercio,electrónico [215] electrónico,créditos [212] curso,gratuito Top Word Pairs in Tweet in G5:
[12] #madridplatform,#transformaciondigital [10] mundo,#comunicación [10] #comunicación,viendo [10] viendo,afectado [10] afectado,beneficiado [10] beneficiado,#transformacióndigital [10] #transformacióndigital,ello [10] ello,escuelaue [10] escuelaue,celebra [10] celebra,#opendayesue Top Word Pairs in Tweet in G6:
[24] probogotaregion,seguiré [24] seguiré,impulsando [24] impulsando,temas [24] temas,apasionan [24] apasionan,#smartcities [24] #smartcities,#transformaciondigital [24] #transformaciondigital,#ciberseguridad [24] #ciberseguridad,#emprendimiento [24] #emprendimiento,#girlpower [17] mipymes,#bogotá Top Word Pairs in Tweet in G7:
[17] transformación,digital [13] professors,top [13] top,20 [12] funnel,ventas [12] ventas,sirve [12] sirve,fases [12] fases,etapas [12] etapas,embudo [12] embudo,ventas [12] ventas,elementos Top Word Pairs in Tweet in G8:
[41] #5g,#edgecomputing [34] #iiot,#iot [30] #latam,#teldatsdwanchile [30] #edgecomputing,#futureofwork [25] #banca,#retail [23] #ai,#bigdata [23] #bigdata,#rstats [23] #rstats,#reactjs [23] #reactjs,#iiot [23] #iot,#security Top Word Pairs in Tweet in G9:
[44] transformación,digital [19] transformar,digitalmente [19] digitalmente,compañía [19] compañía,implica [19] implica,mucho [19] mucho,introducir [19] introducir,tecnología [19] tecnología,digital [19] digital,humannova [17] #rrhh,#transformacióndigital Top Word Pairs in Tweet in G10:
[10] colaboración,timur_tic [8] región,murcia [7] #transformacióndigital,#fondosfeder [7] #transformaciondigital,#tic [6] excelente,charla [6] charla,vcalvosotelo [6] vcalvosotelo,hemos [6] hemos,aprendido [6] aprendido,otras [6] otras,muchas Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: