The graph represents a network of 450 Twitter users whose recent tweets contained "#des2021", 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 Tuesday, 18 May 2021 at 03:13 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 48-minute period from Monday, 10 May 2021 at 14:32 UTC to Tuesday, 18 May 2021 at 01:21 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 : 450
Unique Edges : 1000
Edges With Duplicates : 920
Total Edges : 1920
Number of Edge Types : 5
Retweet : 434
Mentions : 507
MentionsInRetweet : 848
Tweet : 110
Replies to : 21
Self-Loops : 123
Reciprocated Vertex Pair Ratio : 0.0776255707762557
Reciprocated Edge Ratio : 0.144067796610169
Connected Components : 47
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 367
Maximum Edges in a Connected Component : 1798
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.82792
Graph Density : 0.00584013857955951
Modularity : 0.384736
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 450 Twitter users whose recent tweets contained "#des2021", 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 Tuesday, 18 May 2021 at 03:13 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 48-minute period from Monday, 10 May 2021 at 14:32 UTC to Tuesday, 18 May 2021 at 01:21 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 : #des2021
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:
[155] 20,mayo [144] 18,20 [76] transformación,digital [69] digital,enterprise [69] enterprise,show [54] #des2021,des_show [45] des_show,rodriguezhernan [40] speaking,#des2021 [38] #des2021,nodexl [35] evento,líder Top Word Pairs in Tweet in G1:
[40] 18,20 [39] 20,mayo [18] #des2021,des_show [15] digital,enterprise [15] enterprise,show [15] transformación,digital [13] speaking,#des2021 [11] show,#des2021 [9] cepyme_,participará [9] participará,quinta Top Word Pairs in Tweet in G2:
[43] 20,mayo [41] 18,20 [27] speaking,#des2021 [18] des_show,rodriguezhernan [17] #des2021,des_show [15] digital,enterprise [15] enterprise,show [14] pocos,días [14] top,influencers [14] influencers,#des2021 Top Word Pairs in Tweet in G3:
[27] des_show,rodriguezhernan [26] #des2021,#transformacióndigital [26] #des2021,nodexl [23] nodexl,des_show [22] #transformacióndigital,#hrsummit [21] apte_es,top [21] top,hashtags [21] hashtags,#des2021 [20] top,influencers [20] influencers,#des2021 Top Word Pairs in Tweet in G4:
[29] transformación,digital [28] 18,20 [28] 20,mayo [16] evento,líder [15] líder,transformación [9] mayo,ifema [9] ifema,18 [9] celebra,ifema [8] quinta,edición [8] #des2021,des_show Top Word Pairs in Tweet in G5:
[7] 20,mayo [6] digital,enterprise [6] enterprise,show [4] semana,viene [4] foro,#tourism [4] #tourism,#hospitality [4] #hospitality,#des2021 [4] #des2021,abordará [4] demandas,viajero [4] viajero,#digitalización Top Word Pairs in Tweet in G6:
[25] #awards,#des2021 [12] proyecto,deputacionou [12] deputacionou,compite [12] proyectos,digitales [11] fsuarezl,director [11] director,área [11] área,transparencia [11] transparencia,gobierno [11] gobierno,abierto [11] transformación,digital Top Word Pairs in Tweet in G7:
[7] 18,20 [7] des_show,een_madrid [6] 20,mayo [5] #des2021,digital [5] digital,enterprise [5] enterprise,show [5] show,brokerage [5] brokerage,event [5] event,18 [5] 20,parquc3m Top Word Pairs in Tweet in G8:
[6] economía,circular [4] 17,00 [4] tecnología,catalizador [4] catalizador,economía [3] mayo,ponemos [3] ponemos,foco [3] foco,#economíacircular [3] #economíacircular,participaremos [3] participaremos,partners [3] partners,des_show Top Word Pairs in Tweet in G9:
[11] reaching,sdg [11] sdg,11 [10] 11,sustainable [10] sustainable,smart [10] smart,cities [10] rebeca,lópez [9] paula,albaladejo [8] looking,forward [8] forward,roundtable [8] roundtable,reaching Top Word Pairs in Tweet in G10:
[11] #des2021,#peoplemakeithappen [6] nuestro,enlace [4] regístrate,nuestro [4] enlace,exclusivo [4] exclusivo,#des2021 [3] volvemos,des_show [3] des_show,pierdas [3] pierdas,ponencias [3] ponencias,expertos [3] expertos,polo_osmar 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: