The graph represents a network of 4,761 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 Thursday, 31 October 2019 at 15:38 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 59-minute period from Tuesday, 22 October 2019 at 13:13 UTC to Thursday, 31 October 2019 at 15:12 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 : 4761
Unique Edges : 8374
Edges With Duplicates : 6192
Total Edges : 14566
Self-Loops : 1748
Reciprocated Vertex Pair Ratio : 0.0594606792282523
Reciprocated Edge Ratio : 0.112247071352503
Connected Components : 729
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 2813
Maximum Edges in a Connected Component : 11144
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.417107
Graph Density : 0.000414343431134268
Modularity : 0.605258
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,761 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 Thursday, 31 October 2019 at 15:38 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 59-minute period from Tuesday, 22 October 2019 at 13:13 UTC to Thursday, 31 October 2019 at 15:12 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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[449] transformación,digital [324] https,t [324] t,co [217] #transformacióndigital,#marketingdigital [199] tu,empresa [170] #marketingdigital,#seo [170] #seo,#redessociales [143] sobre,#transformacióndigital [104] 4,0 [99] 29,11 Top Word Pairs in Tweet in G1:
[128] transformación,digital [105] https,t [105] t,co [61] #rrhh,#innovación [46] #innovación,#transformacióndigital [44] tu,empresa [42] #rrhh,#transformaciondigital [40] está,tu [40] empresa,preparada [40] preparada,transformación Top Word Pairs in Tweet in G2:
[45] #transformacióndigital,#4ir [34] decreto,1974 [34] implementación,asociaciones [34] asociaciones,público [34] público,privadas [25] más,#transformacióndigital [24] colombia,#paísdigital [22] aprovechar,#transformacióndigital [22] tu,empresa [22] nuevos,modelos Top Word Pairs in Tweet in G3:
[59] transformación,digital [24] #equipos,#colaboracion [24] #colaboracion,#gestion [24] #gestion,#team [24] #team,#teambuilding [24] #teambuilding,#equiposeficientes [24] #equiposeficientes,#gestionequipos [24] #gestionequipos,#eradigital [24] #eradigital,#transformaciondigital [23] https,t Top Word Pairs in Tweet in G4:
[41] éxitos,fracasos [39] #transformacióndigital,#deceoaceo [33] #deceoaceo,#claveitd [31] cuestión,personas [29] 5,6 [27] porque,#innovación [27] #innovación,cuestión [26] 6,noviembre [26] #eficiencia,#transparencia [26] #transparencia,#sostenibilidad Top Word Pairs in Tweet in G5:
[30] transformación,digital [29] ayudas,públicas [26] #otd,#feder [26] sobre,ayudas [25] redpuntoes,seavancedigital [24] https,t [24] t,co [22] seavancedigital,_minecogob [20] #transformaciondigital,otdclm [20] otdclm,coiim Top Word Pairs in Tweet in G6:
[42] tienes,par [37] 7,11 [35] #transformacióndigital,transporte [35] 11,9 [35] 9,30 [35] ineco_es,dubio_integrity [25] #transformacióndigital,sector [24] dtor,gral [23] fomentogob,puertosestado [20] 15,noviembre Top Word Pairs in Tweet in G7:
[170] #transformacióndigital,#marketingdigital [170] #marketingdigital,#seo [170] #seo,#redessociales [67] redes,sociales [30] marketing,digital [24] digital,#transformacióndigital [22] pequeñas,medianas [22] medianas,empresas [22] empresas,pymes [21] instagram,#transformacióndigital Top Word Pairs in Tweet in G8:
[99] 29,11 [39] #marcvidal,29 [27] #transformaciondigital,29 [26] 11,#paseosanfrancisco [24] 11,#transformaciondigital [16] pincha,aquí [15] marcvidal,#quito [15] #asistencia,vocero_bitri [15] vocero_bitri,dato [15] dato,asistencia Top Word Pairs in Tweet in G9:
[26] sobre,#transformacióndigital [18] tener,cuenta [17] #retinaltd19,hablando [17] hablando,sobre [17] además,tecnología [17] conocimiento,compromiso [17] compromiso,compasión [16] psoe,participa [16] participa,#retinaltd19 [16] #retinaltd19,invitado Top Word Pairs in Tweet in G10:
[35] tu,empresa [24] tu,negocio [18] #empresadigital,tu [18] #transformacióndigital,tu [17] tu,éxito [17] éxito,profesional [17] profesional,pasa [17] pasa,liderar [17] liderar,tu [17] empresa,forma Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: