The graph represents a network of 3,411 Twitter users whose recent tweets contained "#redessociales", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 06:07 UTC.
The tweets in the network were tweeted over the 2529-day, 0-hour, 55-minute period from Sunday, 13 March 2016 at 00:04 UTC to Tuesday, 14 February 2023 at 01:00 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 : 3411
Unique Edges : 2003
Edges With Duplicates : 6415
Total Edges : 8418
Number of Edge Types : 9
Mentions : 1320
Tweet : 2350
Retweet : 1915
MentionsInRetweet : 2470
Quote : 48
MentionsInQuote : 47
Replies to : 150
MentionsInReplyTo : 116
MentionsInQuoteReply : 2
Self-Loops : 2763
Reciprocated Vertex Pair Ratio : 0.0257510729613734
Reciprocated Edge Ratio : 0.0502092050209205
Connected Components : 948
Single-Vertex Connected Components : 577
Maximum Vertices in a Connected Component : 816
Maximum Edges in a Connected Component : 3102
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.585361
Graph Density : 0.000267119230435257
Modularity : 0.408691
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,411 Twitter users whose recent tweets contained "#redessociales", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 06:07 UTC.
The tweets in the network were tweeted over the 2529-day, 0-hour, 55-minute period from Sunday, 13 March 2016 at 00:04 UTC to Tuesday, 14 February 2023 at 01:00 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 : TwitterSearch2
Graph Term : #redessociales
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:
[570] #expresionsonoranoticias,#sonora [565] redes,sociales [560] #hermosillo,#esn [560] #sonora,#hermosillo [559] #esn,#redessociales [199] terrorismo,cuidan [199] apología,terrorismo [199] denunciados,apología [199] pueden,denunciados [199] señala,pueden Top Word Pairs in Tweet in G1:
[183] redes,sociales [62] #socialmedia,#redessociales [45] #marketingdigital,#redessociales [41] #marketingdigital,#marketingmóvil [40] cuautitlán,izcalli [40] izcalli,#revistadigital [37] #marketingmóvil,#socialmedia [30] #tiktok,#redessociales [29] #redessociales,#socialmedia [27] #redessociales,#twitter Top Word Pairs in Tweet in G2:
[567] #expresionsonoranoticias,#sonora [558] #sonora,#hermosillo [558] #hermosillo,#esn [557] #esn,#redessociales [101] redes,sociales [48] super,bowl [24] #facebook,#twitter [24] #oficialyordij,#redessociales [24] auditoría,redes [24] #twitter,#instagram Top Word Pairs in Tweet in G3:
[198] pueden,denunciados [198] comunicado,#mininterperu [198] terrorismo,cuidan [198] #mininterperu,señala [198] señala,pueden [198] denunciados,apología [198] cuidan,expresiones [198] apología,terrorismo [197] dhsfcusco,comunicado Top Word Pairs in Tweet in G4:
[17] activos,compartido [17] autores,activos [17] compartido,#redessociales [14] menciones,#redessociales [12] volumen,menciones [11] febrero,2023 [11] fundación,laboral [11] 30,aniversario [11] construcción,30 [11] laboral,construcción Top Word Pairs in Tweet in G5:
[95] perrito,habría [95] originando,revuelo [95] predicho,mortífero [95] supuesto,aullido [95] aullido,perrito [95] mortífero,#sismo [95] #sismo,#turquia [95] #turquia,#turkey [95] #turkey,originando [95] habría,predicho Top Word Pairs in Tweet in G6:
[35] redes,sociales [31] #socialmedia,#redessociales [30] #redessociales,#socialmedia [13] estas,preguntas [13] social,media [13] novedades,#redessociales [12] último,redes [9] #redessociales,#empresas [8] dedicas,#marketingdigital [8] posibilidades,#redessociales Top Word Pairs in Tweet in G7:
[27] #envivo,canaloncetv [27] felipe,calderón [26] canaloncetv,#redessociales [22] #oncenoticias,meridiano [15] primera,implica [15] expresidente,felipe [15] implica,directamente [15] calderón,protección [15] guzmán,juicio [15] protección,chapo Top Word Pairs in Tweet in G8:
[54] necesita,calles [54] dejen,#redessociales [54] calle,dejen [54] #quiteños,salgan [54] #ecuador,necesita [54] salgan,calle [54] calles,frente [54] #whatsapp,#ecuador [54] #redessociales,#whatsapp [53] observa81099779,#quiteños Top Word Pairs in Tweet in G9:
[24] piensa,veces [24] #ciberseguridad,osiseguridad [24] antes,publicar [24] osiseguridad,incibe [24] #redessociales,piensa [24] publicar,#rrss [24] veces,antes [24] #rrss,#internet [24] #internet,#ciberseguridad [23] dsn,#redessociales Top Word Pairs in Tweet in G10:
[41] redes,sociales [40] #notelopierdas,hoy [40] privacidad,redes [40] 12,00 [40] presentamos,libro [40] hoy,12 [40] libro,privacidad [40] horas,presentamos [40] 00,horas [39] sociales,investig Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
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: