The graph represents a network of 2,803 Twitter users whose recent tweets contained "#TransformacionDigital", 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, 14 December 2020 at 17:15 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 19-minute period from Sunday, 06 December 2020 at 07:30 UTC to Monday, 14 December 2020 at 16:50 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 : 2803
Unique Edges : 4150
Edges With Duplicates : 2239
Total Edges : 6389
Number of Edge Types : 5
Tweet : 1104
Retweet : 1723
MentionsInRetweet : 2143
Mentions : 1338
Replies to : 81
Self-Loops : 1143
Reciprocated Vertex Pair Ratio : 0.0599949584068566
Reciprocated Edge Ratio : 0.113198573127229
Connected Components : 704
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 922
Maximum Edges in a Connected Component : 3173
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.386752
Graph Density : 0.000535395567561318
Modularity : 0.646948
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,803 Twitter users whose recent tweets contained "#TransformacionDigital", 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, 14 December 2020 at 17:15 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 19-minute period from Sunday, 06 December 2020 at 07:30 UTC to Monday, 14 December 2020 at 16:50 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 : #TransformacionDigital
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:
[220] transformación,digital [108] #digitaltransformation,#transformacióndigital [96] #gestiónsocial,#tecnología [94] #tecnología,#transformacióndigital [93] impulsar,#transformacióndigital [92] #recreación,#deporte [90] #educación,#recreación [90] #cultura,#gestiónsocial [87] #tecnología,servicio [87] servicio,#comunicación Top Word Pairs in Tweet in G1:
[58] transformación,digital [25] #marketingdigital,#marketingmóvil [25] #marketingmóvil,#transformacióndigital [25] #transformacióndigital,#socialmedia [25] #socialmedia,#socialmediamarketing [25] filtro,efecto [25] efecto,#realidadaumentada [23] #publiar,#marketingdigital [23] #socialmediamarketing,proyecto [23] proyecto,filtro Top Word Pairs in Tweet in G2:
[47] impulsar,#transformacióndigital [43] #pgedepaís2021,senado [42] inversión,pública [31] #foro5glr,larazon_es [31] exponer,oportunidades [31] oportunidades,#5g [31] #5g,avanzar [27] empieza,tramitación [27] tramitación,#pgedepaís2021 [27] senado,presupuestos Top Word Pairs in Tweet in G3:
[29] gobsucre,hectorolimpo [29] hectorolimpo,alcalde [29] alcalde,sincelejo [29] sincelejo,andresgomezmt [29] conectividad,#transformacióndigital [26] andresgomezmt,firmamos [26] firmamos,#pactodigital [26] #pactodigital,conectividad [26] #transformacióndigital,departamento [26] departamento,reafirmamos Top Word Pairs in Tweet in G4:
[83] nuestra,misión [83] misión,revista [83] revista,cubana [83] cubana,#transformacióndigital [83] #transformacióndigital,publicar [83] publicar,resultados [83] resultados,investigaciones [83] investigaciones,soluciones [83] soluciones,innovadoras [83] innovadoras,buenas Top Word Pairs in Tweet in G5:
[106] #digitaltransformation,#transformacióndigital [51] #educación,#education [50] #ai,#ia [32] #education,#edtech [29] #ia,#artificialintelligence [28] digital,transformation [28] higher,education [27] eraser,#t5es [27] #t5es,emergencia [27] emergencia,esclavitud Top Word Pairs in Tweet in G6:
[21] activa,#industria40 [21] gvaivace,eoi [20] diagnóstico,situación [20] plan,#transformaciondigital [17] #transformacióndigital,2021 [17] 2021,pasará [17] pasará,2021 [17] 2021,seguirán [17] seguirán,dominando [17] dominando,titulares Top Word Pairs in Tweet in G7:
[96] #gestiónsocial,#tecnología [93] #tecnología,#transformacióndigital [92] #recreación,#deporte [90] #educación,#recreación [90] #cultura,#gestiónsocial [87] #tecnología,servicio [87] servicio,#comunicación [86] #deporte,#arte [86] #arte,#cultura [83] #proyectociudad,#caquetáestádemoda Top Word Pairs in Tweet in G8:
[13] tenido,cita [13] cita,skype [13] skype,luego [13] luego,videoconferencia [13] videoconferencia,teams [13] teams,tarde [13] tarde,zoom [13] zoom,familia [13] familia,mensaje [13] mensaje,texto Top Word Pairs in Tweet in G9:
[62] sector,público [62] evento,digital [62] digital,días [37] #transformacióndigital,aire [37] aire,invitamos [37] invitamos,#googlecloudpssummit [37] #googlecloudpssummit,evento [37] días,conocer [37] conocer,último [37] último,innovación Top Word Pairs in Tweet in G10:
[15] transformación,digital [14] #rrhh,#transformacióndigital [9] mapa,transformación [9] rrhhdigital,#rrhh [9] invitamos,leer [9] leer,visión [9] visión,conjunto [9] conjunto,digitalización [9] digitalización,culturade [9] culturade,organización Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: