The graph represents a network of 1,830 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 Sunday, 23 May 2021 at 06:48 UTC.
The tweets in the network were tweeted over the 7-day, 2-hour, 22-minute period from Saturday, 15 May 2021 at 18:01 UTC to Saturday, 22 May 2021 at 20:24 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 : 1830
Unique Edges : 6021
Edges With Duplicates : 21811
Total Edges : 27832
Number of Edge Types : 5
Retweet : 8542
MentionsInRetweet : 14134
Mentions : 3845
Replies to : 691
Tweet : 620
Self-Loops : 904
Reciprocated Vertex Pair Ratio : 0.071125651278323
Reciprocated Edge Ratio : 0.132805429864253
Connected Components : 22
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1803
Maximum Edges in a Connected Component : 27804
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.648266
Graph Density : 0.00264111596112421
Modularity : 0.168714
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,830 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 Sunday, 23 May 2021 at 06:48 UTC.
The tweets in the network were tweeted over the 7-day, 2-hour, 22-minute period from Saturday, 15 May 2021 at 18:01 UTC to Saturday, 22 May 2021 at 20:24 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1987] #linux,#datascience [1987] #datascience,#usa [1987] #frenchtech,#programming [1987] #programming,#python [1987] #python,#socialmedia [1987] #javascript,#100daysofcode [1987] #100daysofcode,#ai [1987] #iot,#coders [1987] #coders,#devops [1984] #bigdata,#linux Top Word Pairs in Tweet in G1:
[1975] #linux,#datascience [1975] #datascience,#usa [1975] #frenchtech,#programming [1975] #programming,#python [1975] #python,#socialmedia [1975] #javascript,#100daysofcode [1975] #100daysofcode,#ai [1975] #iot,#coders [1975] #coders,#devops [1972] #bigdata,#linux Top Word Pairs in Tweet in G2:
[402] #des2021,des_show [221] des_show,#des2021 [151] transformación,digital [138] 18,20 [123] agustinpozo1970,nokiaindustries [115] 20,mayo [108] digital,enterprise [105] #tech4good,#techforgood [103] gran,evento [103] enterprise,show Top Word Pairs in Tweet in G3:
[178] des_show,#des2021 [132] #des2021,des_show [110] transformación,digital [68] 20,mayo [51] #des2021,#desycarat [50] mesa,redonda [47] 18,20 [41] quinta,edición [41] digital,enterprise [40] enterprise,show Top Word Pairs in Tweet in G4:
[210] #des2021,des_show [60] transformación,digital [53] des_show,#des2021 [44] #telefónicaempresas,#des2021 [43] 18,20 [42] pilar,río [39] gran,evento [36] 17,30 [32] #tech4good,#techforgood [31] join,hashtagteam2021 Top Word Pairs in Tweet in G5:
[73] transformación,digital [47] apostamos,digitalización [47] digitalización,incorporándola [47] incorporándola,administración [47] administración,impulsándola [47] impulsándola,ayudas [47] ayudas,negocios [47] negocios,locales [47] locales,begonavillacis [47] begonavillacis,pandemia Top Word Pairs in Tweet in G6:
[47] #nationalcyberleaguegc,nominada [47] nominada,premios [47] premios,#periciatecnológica2021 [47] #periciatecnológica2021,categoría [47] categoría,proyecto [47] proyecto,#ciberseguridad [47] #ciberseguridad,anunciados [47] anunciados,marco [47] marco,#des2021 [47] #des2021,peritecno Top Word Pairs in Tweet in G7:
[37] transformación,digital [26] eit_health_es,#des2021 [23] digital,iclinicomadrid [23] iclinicomadrid,eit_health_es [23] #des2021,#eithealth [22] historía,clínica [22] clínica,electrónica [22] electrónica,actual [22] actual,barrera [22] barrera,transformación Top Word Pairs in Tweet in G8:
[30] próximas,cinco [30] cinco,ediciones [30] importante,congreso [30] congreso,tecnológico [21] gobierno,andaluz [20] málaga,acoger [20] acoger,próximas [20] ediciones,importante [20] tecnológico,des_show [20] des_show,será Top Word Pairs in Tweet in G9:
[23] topado,doy [23] doy,crédito [23] crédito,2021 [23] 2021,aún [23] aún,eventos [23] eventos,multitudinarios [23] multitudinarios,des_show [23] des_show,dan [23] dan,cuenta [23] cuenta,male Top Word Pairs in Tweet in G10:
[20] #españapymedigital,des_show [12] francisco,benedito [10] social,media [9] fernando,aparicio [9] antonio,mas [9] benedito,ceo [9] ceo,climatetrade [8] mesa,#españapymedigital [7] instaurando,confianza [7] confianza,palanca 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 G6:
Top Replied-To in G7:
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: