The graph represents a network of 2,244 Twitter users whose recent tweets contained "#Operacion2021", 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 Wednesday, 03 February 2021 at 17:23 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 18-minute period from Wednesday, 27 January 2021 at 02:02 UTC to Wednesday, 03 February 2021 at 17:20 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 : 2244
Unique Edges : 5809
Edges With Duplicates : 6513
Total Edges : 12322
Number of Edge Types : 5
Retweet : 4271
MentionsInRetweet : 4743
Replies to : 709
Mentions : 2153
Tweet : 446
Self-Loops : 492
Reciprocated Vertex Pair Ratio : 0.0167799797483003
Reciprocated Edge Ratio : 0.0330061175131598
Connected Components : 51
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 2168
Maximum Edges in a Connected Component : 12232
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.694578
Graph Density : 0.00139650153418478
Modularity : 0.310541
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,244 Twitter users whose recent tweets contained "#Operacion2021", 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 Wednesday, 03 February 2021 at 17:23 UTC.
The tweets in the network were tweeted over the 7-day, 15-hour, 18-minute period from Wednesday, 27 January 2021 at 02:02 UTC to Wednesday, 03 February 2021 at 17:20 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 : #Operacion2021
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[992] san,salvador [440] nuevas,ideas [422] próximo,alcalde [368] alcalde,san [297] #operacion2021,#votaporlandenayib [259] 28,febrero [255] candidato,nuevasideas [252] futuro,alcalde [245] #operacion2021,candidato [227] asamblea,legislativa Top Word Pairs in Tweet in G1:
[147] nuevas,ideas [103] casilla,#7 [90] nuevasideas,#operacion2021 [81] votar,#operacion2021 [79] #7,nuevas [79] ideas,anamag_figueroa [79] anamag_figueroa,sigan [79] sigan,cuénta [79] cuénta,porfavor [79] porfavor,votar Top Word Pairs in Tweet in G2:
[591] san,salvador [309] próximo,alcalde [236] #operacion2021,candidato [229] candidato,nuevasideas [210] alcalde,san [166] candidato,diputado [162] futuro,alcalde [156] santa,tecla [153] candidato,alcalde [126] 28,febrero Top Word Pairs in Tweet in G3:
[110] san,salvador [78] nuevasideas,#operacion2021 [68] #operacion2021,#vanparaafuera [65] dicen,nuevasideas [64] vamos,detener [64] detener,mismos [64] mismos,dicen [45] nuevas,ideas [42] #operación2021,#oscarlopez19 [41] #operacion2021,#oscarlopez19 Top Word Pairs in Tweet in G4:
[159] #operacion2021,#votaporlandenayib [95] nunca,#operacion2021 [94] oposición,bajera [94] bajera,sabe [94] sabe,28f [94] 28f,afuera [94] afuera,arena [94] arena,nunca [35] cuenta,criterio [35] criterio,propio Top Word Pairs in Tweet in G5:
[143] san,salvador [63] alcalde,san [42] próximo,alcalde [37] #operacion2021,marioduran [32] futuro,alcalde [28] salvador,marioduran [25] plan,trabajo [21] distrito,san [19] san,antonio [19] antonio,abad Top Word Pairs in Tweet in G6:
[96] #elsalvador,#operacion2021 [89] henry,flores [73] #operacion2021,#28f [68] compra,armas [53] #traficoarmas,#henryflores [49] #santatecladelfuturo,#giraporestadosunidos [47] #bukele,#traficoarmas [45] bukele,henry [43] #operacion2021,diputada [43] diputada,santa Top Word Pairs in Tweet in G7:
[40] nuevas,ideas [34] arena,frente [31] frente,pdc [31] pdc,pcn [25] debemos,apoyar [25] apoyar,candidatos [25] candidatos,nuevas [25] ideas,mejor [25] mejor,votar [25] votar,#ndenayib Top Word Pairs in Tweet in G8:
[56] oportunidades,desarrollo [54] hagamos,historia [54] historia,necesita [54] necesita,urgentemente [54] urgentemente,grandes [54] grandes,cambios [54] cambios,dar [54] dar,oportunidades [54] desarrollo,dignidad [54] dignidad,jóvenes Top Word Pairs in Tweet in G9:
[25] sigab,nuevasideasssof [25] nuevasideasssof,devolverá [25] devolverá,follow [25] follow,sigue [25] sigue,retweets [25] retweets,tweet [25] tweet,#operacion2021 [19] nuevas,ideas [19] asamblea,legislativa [18] #nuevasideas,#operacion2021 Top Word Pairs in Tweet in G10:
[59] nuestro,descontento [50] atendamos,llamado [50] llamado,nuestro [50] nuestro,líder [50] líder,próximo [50] próximo,28f [50] 28f,mostremos [50] mostremos,nuestro [50] descontento,hacia [50] hacia,mismos Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: