The graph represents a network of 1,215 Twitter users whose recent tweets contained "#des2021 OR @des_show", 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 Wednesday, 19 May 2021 at 01:47 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 8-minute period from Tuesday, 11 May 2021 at 08:36 UTC to Wednesday, 19 May 2021 at 01:45 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 : 1215
Unique Edges : 3333
Edges With Duplicates : 6375
Total Edges : 9708
Number of Edge Types : 5
Retweet : 2516
MentionsInRetweet : 4461
Replies to : 207
Mentions : 2208
Tweet : 316
Self-Loops : 388
Reciprocated Vertex Pair Ratio : 0.0757647058823529
Reciprocated Edge Ratio : 0.140857392825897
Connected Components : 40
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 1159
Maximum Edges in a Connected Component : 9650
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.704089
Graph Density : 0.00309964000244066
Modularity : 0.250902
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,215 Twitter users whose recent tweets contained "#des2021 OR @des_show", 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 Wednesday, 19 May 2021 at 01:47 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 8-minute period from Tuesday, 11 May 2021 at 08:36 UTC to Wednesday, 19 May 2021 at 01:45 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 OR @des_show
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:
[375] 18,20 [351] transformación,digital [347] #bigdata,#linux [347] #linux,#datascience [347] #datascience,#usa [347] #frenchtech,#programming [347] #programming,#python [347] #python,#socialmedia [347] #womenwhocode,#tech [347] #javascript,#100daysofcode Top Word Pairs in Tweet in G1:
[337] #bigdata,#linux [337] #linux,#datascience [337] #datascience,#usa [337] #frenchtech,#programming [337] #programming,#python [337] #python,#socialmedia [337] #womenwhocode,#tech [337] #javascript,#100daysofcode [337] #100daysofcode,#ai [337] #ai,#ml Top Word Pairs in Tweet in G2:
[70] 20,mayo [68] 18,20 [45] transformación,digital [32] #des2021,des_show [26] digital,enterprise [26] enterprise,show [25] des_show,#des2021 [22] tendrá,lugar [19] inteligencia,artificial [19] des_show,evento Top Word Pairs in Tweet in G3:
[94] 18,20 [93] 20,mayo [75] transformación,digital [41] digital,enterprise [41] enterprise,show [34] #des2021,des_show [34] quinta,edición [29] evento,líder [26] edición,#des2021 [24] des_show,ifema Top Word Pairs in Tweet in G4:
[54] transformación,digital [52] 18,20 [39] #des2021,des_show [36] 20,mayo [33] join,hashtagteam2021 [31] #des2021,18 [27] mesa,redonda [25] #des2021,#eithealth [24] digital,transformation [24] únete,nosotros Top Word Pairs in Tweet in G5:
[38] 18,20 [25] 20,mayo [23] des_show,ifema [15] #hrsummit,#des2021 [14] mayo,ifema [13] 20,2021 [12] visyon360,onedigitalcons1 [12] cunefalumni,uclaaanspain [12] uclaaanspain,supports [12] supports,des_show Top Word Pairs in Tweet in G6:
[15] #realidadaumentada,#realidadvirtual [15] #realidadvirtual,#realidadmixta [15] #realidadmixta,probéis [15] probéis,#realreality [15] #realreality,querréis [15] querréis,cosa [15] cosa,#ar [15] #ar,#vr [15] #vr,#xr [15] #xr,#innovación Top Word Pairs in Tweet in G7:
[11] tecnología,voz [10] des_show,compartiremos [10] punto,vista [10] vista,cómo [10] cómo,tecnología [10] voz,incorpora [10] incorpora,nueva [10] nueva,dimensión [10] dimensión,experiencia [10] experiencia,consumidor Top Word Pairs in Tweet in G8:
[6] 20,mayo [5] digital,enterprise [5] enterprise,show [4] foro,#tourism [4] #tourism,#hospitality [4] #hospitality,#des2021 [4] #des2021,abordará [4] demandas,viajero [4] viajero,#digitalización [4] #digitalización,sector Top Word Pairs in Tweet in G9:
[29] smart,cities [22] 2021,madrid [22] madrid,spain [19] more,info [16] reaching,sdg [16] sdg,11 [15] 11,sustainable [15] sustainable,smart [14] speak,blockchain [14] blockchain,governance Top Word Pairs in Tweet in G10:
[16] transformación,digital [16] #awards,#des2021 [9] proyecto,deputacionou [9] deputacionou,compite [9] proyectos,digitales [9] fsuarezl,director [9] director,área [9] área,transparencia [9] transparencia,gobierno [9] gobierno,abierto 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 Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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 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: