The graph represents a network of 410 Twitter users whose recent tweets contained "#El15Marchamos", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 26/08/23 9:33:32 AM and 02/09/23 9:33:32 AM. The network was obtained from Twitter on Saturday, 02 September 2023 at 06:45 UTC.
The tweets in the network were tweeted over the 229-day, 17-hour, 23-minute period from Sunday, 15 January 2023 at 16:22 UTC to Saturday, 02 September 2023 at 09:45 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 410
Unique Edges : 503
Edges With Duplicates : 180
Total Edges : 683
Number of Edge Types : 7
Retweet : 587
Tweet : 36
MentionsInRetweet : 12
Mentions : 16
Quote : 8
Replies to : 11
MentionsInReplyTo : 13
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.00181488203266788
Reciprocated Edge Ratio : 0.0036231884057971
Connected Components : 10
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 397
Maximum Edges in a Connected Component : 668
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.150238
Graph Density : 0.00329178841910669
Modularity : 0.500358
NodeXL Version : 1.0.1.520
Data Import : The graph represents a network of 410 Twitter users whose recent tweets contained "#El15Marchamos", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 26/08/23 9:33:32 AM and 02/09/23 9:33:32 AM. The network was obtained from Twitter on Saturday, 02 September 2023 at 06:45 UTC.
The tweets in the network were tweeted over the 229-day, 17-hour, 23-minute period from Sunday, 15 January 2023 at 16:22 UTC to Saturday, 02 September 2023 at 09:45 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #El15Marchamos
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:
[140] denunciemos,arbitrariedades [140] salgamos,calles [140] víctima,digamos [140] cuales,toda [140] calles,denunciemos [140] toda,población [140] arbitrariedades,cuales [140] digamos,rotundo [140] población,víctima [139] bloque_rp,salgamos Top Word Pairs in Tweet in G1:
[83] víctima,digamos [83] calles,denunciemos [83] arbitrariedades,cuales [83] cuales,toda [83] toda,población [83] denunciemos,arbitrariedades [83] población,víctima [83] salgamos,calles [83] digamos,rotundo [82] bloque_rp,salgamos Top Word Pairs in Tweet in G2:
[28] régimen,excepción [27] voluntad,régimen [27] nuestra,oportunidad [27] atender,víctimas [27] excepción,atender [27] oportunidad,ante [27] #el15marchamos,nuestra [27] ante,falta [27] falta,voluntad [26] víctimas,inocent Top Word Pairs in Tweet in G3:
[61] contra,reelección [60] cuidadanos,salvadoreños [60] invitado,protesta [60] salvadoreños,invitado [60] patriotas,marcharan [60] marcharan,contra [60] cívica,#el15marchamos [60] protesta,cívica [60] reelección,cuidadanos [59] oskland10,patriotas Top Word Pairs in Tweet in G4:
[22] plataforma,ciudadana [22] adhiere,acompaña [22] acompaña,iniciativa [22] saluda,adhiere [22] #el15marchamos,plataforma [22] ciudadana,saluda [21] sumarxes,#el15marchamos [21] iniciativa,marc [3] población,víctima [3] digamos,rotundo Top Word Pairs in Tweet in G5:
[14] #el15marchamos,protestar [14] pacífciamente,contra [14] #guerracontralacorrupción,gobierno [14] protestar,pacífciamente [14] contra,#guerracontralacorrupción [14] gobierno,librando [13] hastacuandosv,#el15marchamos [11] pablode60550794,#el15marchamos [7] víctima,digamos [7] calles,denunciemos Top Word Pairs in Tweet in G6:
[17] clamando,justicia [17] régimen,instituciones [17] familias,siguen [17] víctimas,inocentes [17] inocentes,régimen [17] justicia,víctimas [17] #moviraunaño,familias [17] siguen,clamando [16] movirsv,#moviraunaño [16] instituciones,esc Top Word Pairs in Tweet in G7:
[16] salvadorans,streets [12] #elsalvador,calling [12] organizations,#elsalvador [12] popular,dissident [12] 15,independence [12] calling,salvadorans [12] september,15 [12] streets,september [12] independence,day [12] dissident,organizations Top Word Pairs in Tweet in G8:
[3] arely_yskl,esperamos [3] radioyskl,arely_yskl [3] esperamos,#el15marchamos [2] emisariosv,radioyskl Top Word Pairs in Tweet in G9:
[6] pueblo,salvadoreño [6] asesino,dictador [6] dictador,nayibbukele [6] ladrón,corrupto [6] salvadoreño,calles [6] mostrando,repudio [6] calles,mostrando [6] corrupto,asesino [6] repudio,ladrón [5] nayibbukele,#el15march Top Word Pairs in Tweet in G10:
[12] josé,manuel [12] alertó,será [12] canadá,quien [12] dueñas,salió [12] huyendo,canadá [12] alcalde,nuevo [12] salió,huyendo [12] manuel,dueñas [12] cuscatlan,josé [12] será,sofía Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G8:
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: