The graph represents a network of 3,918 Twitter users whose tweets in the requested range contained "#redessociales", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 November 2021 at 06:07 UTC.
The requested start date was Tuesday, 09 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 10-day, 12-hour, 37-minute period from Friday, 29 October 2021 at 12:22 UTC to Tuesday, 09 November 2021 at 01:00 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 : 3918
Unique Edges : 2430
Edges With Duplicates : 10234
Total Edges : 12664
Number of Edge Types : 5
Tweet : 3519
Mentions : 1542
Retweet : 3261
MentionsInRetweet : 4290
Replies to : 52
Self-Loops : 3630
Reciprocated Vertex Pair Ratio : 0.0586169638033495
Reciprocated Edge Ratio : 0.110742536361317
Connected Components : 1224
Single-Vertex Connected Components : 709
Maximum Vertices in a Connected Component : 894
Maximum Edges in a Connected Component : 6331
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.135347
Graph Density : 0.00025536258163425
Modularity : 0.329728
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,918 Twitter users whose tweets in the requested range contained "#redessociales", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 09 November 2021 at 06:07 UTC.
The requested start date was Tuesday, 09 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 10-day, 12-hour, 37-minute period from Friday, 29 October 2021 at 12:22 UTC to Tuesday, 09 November 2021 at 01:00 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 : GraphServerTwitterSearch
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:
[717] redes,sociales [366] #expresionsonoranoticias,#sonora [366] #sonora,#hermosillo [366] #hermosillo,#esn [366] #esn,#redessociales [337] cã,mo [324] #socialmedia,#redessociales [193] twitter,puedes [192] puedes,seguirlo [192] seguirlo,gracias Top Word Pairs in Tweet in G1:
[143] redes,sociales [59] #redessociales,#marketingdigital [44] cã,mo [35] #marketing,#marketingdigital [34] #marketingdigital,#redessociales [33] #instagram,#redessociales [26] #redessociales,#socialmedia [25] #redessociales,#noticias [24] #redessociales,#marketingonline [23] #socialmedia,#redessociales Top Word Pairs in Tweet in G2:
[181] redes,sociales [112] cã,mo [100] analíticos,#redessociales [82] #redessociales,hegilr [66] #nodexl,profesionales [59] conocer,#nodexl [51] #nodexl,mejores [50] hashtagmarketi7,#ahoranodexlhablaespañol [48] ðÿÿ,ðÿÿ [46] #ahoranodexlhablaespañol,ven Top Word Pairs in Tweet in G3:
[45] redes,sociales [42] confirmaciã,œoficialâ [42] œoficialâ,reportan [42] reportan,#redessociales [42] #redessociales,actor [41] guiesga,confirmaciã [39] actor,serie [39] serie,#vecinos [39] #vecinos,#octavioocaã [39] #octavioocaã,octapl Top Word Pairs in Tweet in G4:
[116] #socialmedia,#redessociales [113] checa,#socialmedia [60] #redessociales,#rrss [46] community,manager [37] #marketingdigital,#redessociales [36] #socialmedia,#marketingdigital [33] #marketing,#socialmedia [33] #communitymanager,#communitymanagerjob [32] redes,sociales [30] #communitymanagerjob,#redessociales Top Word Pairs in Tweet in G5:
[98] #donaconamor,invitamos [98] invitamos,participar [98] participar,nuestra [98] nuestra,iniciativa [98] iniciativa,donación [98] donación,cobijas [98] cobijas,suéteres [98] suéteres,calentadores [95] pattygmiranda,#donaconamor [95] calentadores,adult Top Word Pairs in Tweet in G6:
[21] redes,sociales [18] podemos,usar [18] usar,#inteligenciaartificial [18] #inteligenciaartificial,identificar [18] identificar,#bulos [18] #bulos,usando [18] usando,grafos [18] grafos,identicar [18] identicar,#redessociales [17] medtorek,podemos Top Word Pairs in Tweet in G7:
[45] tocan,respondemos [45] respondemos,todas [45] todas,solidarizamos [45] solidarizamos,monipalaciosz [45] monipalaciosz,víctima [45] víctima,#violenciapolíticadegénero [44] obs_mujeresec,tocan [3] dentro,#redessociales [2] haciendoec,obs_mujeresec [2] discursos,odio Top Word Pairs in Tweet in G8:
[20] acompaã,anos [20] anos,maã [20] maã,ana [20] ana,miã [20] miã,rcoles [20] rcoles,18h00 [20] 18h00,entrevista [20] entrevista,especial [20] especial,verdugaabraham [20] verdugaabraham,conversaremos Top Word Pairs in Tweet in G9:
[21] #mkt,#digital [21] #digital,#creadoresdecontenido [21] #creadoresdecontenido,#socialmedia [21] #socialmedia,#tipsdigitales [18] #redessociales,#ecommerce [18] #ecommerce,#ventas [17] redes,sociales [17] #socialmedia,#redessociales [16] #redessociales,#socialmedia [10] #tipsdigitales,#erickmilã Top Word Pairs in Tweet in G10:
[21] #tallervirtual,crea [21] crea,tus [21] tus,videos [21] videos,venta [21] venta,celular [21] oportunidad,recibir [14] prã,ximo [14] ximo,#tallervirtual [14] celular,tendrã [14] tendrã,oportunidad 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 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: