The graph represents a network of 1,625 Twitter users whose recent tweets contained "#El15Marchamos", 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 Monday, 16 January 2023 at 07:04 UTC.
The tweets in the network were tweeted over the 10-day, 2-hour, 44-minute period from Friday, 06 January 2023 at 03:43 UTC to Monday, 16 January 2023 at 06:28 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 : 1625
Unique Edges : 5194
Edges With Duplicates : 4332
Total Edges : 9526
Number of Edge Types : 5
Replies to : 454
Retweet : 7161
Mentions : 217
MentionsInRetweet : 1084
Tweet : 610
Self-Loops : 643
Reciprocated Vertex Pair Ratio : 0.0172273687632049
Reciprocated Edge Ratio : 0.0338712254353731
Connected Components : 21
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1603
Maximum Edges in a Connected Component : 9504
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.106539
Graph Density : 0.0023717317165593
Modularity : 0.275369
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,625 Twitter users whose recent tweets contained "#El15Marchamos", 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 Monday, 16 January 2023 at 07:04 UTC.
The tweets in the network were tweeted over the 10-day, 2-hour, 44-minute period from Friday, 06 January 2023 at 03:43 UTC to Monday, 16 January 2023 at 06:28 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 : #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:
[884] acuerdos,paz [612] #el15marchamos,#acuerdosdepaz [492] santa,marta [433] 15,enero [381] #el15marchamos,#el15marchamos [374] marcha,#el15marchamos [362] #el15marchamos,#elsalvador [309] #el15marchamos,#prohibidoolvidarsv [308] comunidad,santa [303] #elsalvador,#el15marchamos Top Word Pairs in Tweet in G1:
[209] #el15marchamos,#acuerdosdepaz [194] acuerdos,paz [166] #el15marchamos,#el15marchamos [142] régimen,excepción [132] santa,marta [129] 15,enero [126] pueblo,salvadoreño [118] éxito,#el15marchamos [116] verán,día [116] marcha,éxito Top Word Pairs in Tweet in G2:
[326] acuerdos,paz [235] #el15marchamos,#acuerdosdepaz [196] santa,marta [161] #el15marchamos,#el15marchamos [133] #elsalvador,#el15marchamos [129] 15,enero [119] comunidad,santa [114] #el15marchamos,#prohibidoolvidarsv [108] #el15marchamos,#elsalvador [98] 31,aniversario Top Word Pairs in Tweet in G3:
[127] acuerdos,paz [82] #el15marchamos,#prohibidoolvidarsv [78] #el15marchamos,#acuerdosdepaz [70] sindicalistas,capturados [70] exigir,pago [70] salarios,adeudados [68] inmediata,sindicalistas [68] adeudados,alcaldía [68] alcaldía,soyapango [68] arbitrariamente,exigir Top Word Pairs in Tweet in G4:
[107] marcha,#el15marchamos [98] acuerdos,paz [95] santa,marta [75] comunidad,santa [74] #el15marchamos,#elsalvador [72] parque,cuscatlán [68] 15,enero [50] firma,acuerdos [45] #el15marchamos,#acuerdosdepaz [44] cuál,ruta Top Word Pairs in Tweet in G5:
[66] gorgojos,#el15marchamos [46] marcha,#el15marchamos [36] gorgojos,marcha [33] nadie,llegó [33] marcha,volvieron [33] volvieron,fracasar [33] fracasar,nadie [33] llegó,#el15marchamos [28] marcha,pacifica [26] pacífica,dicen Top Word Pairs in Tweet in G6:
[99] corrupción,#el15marchamos [98] información,corrupción [98] ocultan,información [29] víctimas,pandillas [29] despedidos,víctimas [27] #sobranlosmotivos,#el15marchamos [23] puedo,sumo [23] acuerdos,paz [23] luchar,derechos [23] #el15marchamos,#acuerdosdepaz Top Word Pairs in Tweet in G7:
[37] acuerdos,paz [34] prohibida,debe [34] debe,seguir [34] reelección,prohibida [34] seguir,#el15marchamos [19] eventualmente,gobierno [19] soya,inicio [19] criminal,detenida [19] deriva,violenta [19] corrupto,iba Top Word Pairs in Tweet in G8:
[64] acuerdos,paz [53] 15,enero [42] paz,denunciar [39] retrocesos,cuales [39] denunciar,retrocesos [30] parque,cuscatlán [29] cuscatlán,hacia [28] firma,acuerdos [26] plaza,cívica [25] hacia,plaza Top Word Pairs in Tweet in G10:
[7] #devuelvanloextorsionado,#devuelvanlarenta [6] #el15marchamos,#devuelvanloextorsionado [6] #devuelvanlarenta,#malditosmareros [2] marlenifunes_sv,#el15marchamos [2] onu_derechos,cristosal [2] repmcgovern,soyfdelrincon [2] ruth_lopez1977,repmcgovern [2] usambsv,onu_derechos [2] soyfdelrincon,#el15marchamos [2] cristosal,celiamedrano15 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: