The graph represents a network of 3,254 Twitter users whose recent tweets contained "#formacion", 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 11:51 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 5-minute period from Friday, 06 January 2023 at 14:02 UTC to Monday, 16 January 2023 at 11:07 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 : 3254
Unique Edges : 3849
Edges With Duplicates : 2580
Total Edges : 6429
Number of Edge Types : 5
Tweet : 2121
Mentions : 1067
Retweet : 1877
MentionsInRetweet : 1331
Replies to : 33
Self-Loops : 2190
Reciprocated Vertex Pair Ratio : 0.0435158501440922
Reciprocated Edge Ratio : 0.0834023750345208
Connected Components : 1022
Single-Vertex Connected Components : 512
Maximum Vertices in a Connected Component : 518
Maximum Edges in a Connected Component : 1138
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.500793
Graph Density : 0.000342079393027778
Modularity : 0.597787
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,254 Twitter users whose recent tweets contained "#formacion", 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 11:51 UTC.
The tweets in the network were tweeted over the 9-day, 21-hour, 5-minute period from Friday, 06 January 2023 at 14:02 UTC to Monday, 16 January 2023 at 11:07 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 : #formacion
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:
[285] ministerio,trabajo [232] #presencial,#online [229] #quito,#guayaquil [220] #empleo,#trabajo [200] calificados,ministerio [195] enero,calificados [178] #formación,#educación [175] #trabajo,#formación [155] #ecuador,#formación [144] #formación,online Top Word Pairs in Tweet in G1:
[32] #rrhh,#formación [31] #cultura,#aprendizaje [31] #enfoque,#productividad [31] #innovación,#rrhh [31] #productividad,#recursos [31] #share,#innovación [31] comparte,#cultura [31] #crecimiento,#talento [31] #formación,#cowork [31] #aprendizaje,#libros Top Word Pairs in Tweet in G2:
[127] imparten,#formación [127] online,empresas [127] empresas,profesionales [127] #formación,online [127] profesionales,imparten [127] herramientas,online [127] online,#infografía [22] micro,credenciales [17] inscríbete,#formación [13] diarios,febrero Top Word Pairs in Tweet in G3:
[128] lado,mal [114] #formación,campusciberseg [114] marzo,2023 [114] ciberseguridad,comienzo [114] #pentest,#ciberinteligencia [114] xii,edición [114] #pentesting,#pentest [114] internacional,ciberseguridad [114] online,ciberseguridad [114] edición,máster Top Word Pairs in Tweet in G4:
[104] #formación,#prevención [77] excelente,explicación [77] #prevención,#bomberos [77] gráfica,cómo [77] viviendas,#formación [77] caso,#incendio [77] comportarse,caso [77] bloque,viviendas [77] explicación,gráfica [77] cómo,comportarse Top Word Pairs in Tweet in G5:
[29] #formación,#empleo [22] personas,desempleadas [18] cursos,gratuitos [17] formación,11 [17] mejora,empleabilidad [17] mira,mira [17] prioritariamente,personas [17] desempleadas,inscritas [17] plan,#formación [17] empleabilidad,mira Top Word Pairs in Tweet in G6:
[13] curso,#formación [9] #empleo,#formación [8] acción,formativa [7] plan,#formación [7] acciones,formativas [6] horas,inscripción [6] #formación,acción [6] formativa,presencial [6] #formación,gratuito [6] big,data Top Word Pairs in Tweet in G7:
[29] #ecogobcan,elenamanez [29] scempleo,drodviera [29] directora,scempleo [29] consejera,#ecogobcan [21] elenamanez,directora [13] proyectos,#formación [10] responsables,asociación [8] gusantanamartel,directora [8] #empleo,gusantanamartel [8] subvenciona,scempleo Top Word Pairs in Tweet in G8:
[10] #empleo,#formación [10] #navarra,#empleo [9] quieres,seguir [9] semestre,2023 [9] primer,semestre [8] energías,renovables [7] 27,cursos [7] #gestiónsostenible,gob_na [7] #autoconsumoenergético,#certificacionesenergéticas [7] ofrece,27 Top Word Pairs in Tweet in G9:
[9] personas,afiliadas [8] situaciones,conflictivas' [8] 'afrontamiento,situaciones [8] curso,'afrontamiento [8] conflictivas',acreditado [7] ℹ,detalles [7] tce,técnicos [7] técnicos,emergencias [7] ofrece,personas [7] 14,ℹ Top Word Pairs in Tweet in G10:
[8] emple,jaén [8] final,emple [8] formación,800 [8] recta,final [8] 800,personas [7] personas,encuentren [7] jiennenses,conectando [7] programa,adaptado [7] encuentren,trabajo [7] demandas,#formación Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
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: