The graph represents a network of 430 Twitter users whose recent tweets contained "#DigitalLeaders", 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 Friday, 05 July 2019 at 01:21 UTC.
The tweets in the network were tweeted over the 9-day, 13-hour, 14-minute period from Tuesday, 25 June 2019 at 10:02 UTC to Thursday, 04 July 2019 at 23:16 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 : 430
Unique Edges : 804
Edges With Duplicates : 1191
Total Edges : 1995
Self-Loops : 253
Reciprocated Vertex Pair Ratio : 0.104966139954853
Reciprocated Edge Ratio : 0.189989785495403
Connected Components : 77
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 1606
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.691269
Graph Density : 0.00530709600477042
Modularity : 0.343759
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[99] next,#digitalleaders [97] #digitalleaders,iebschool [60] líderes,digitales [38] mejor,encuentro [36] año,descubre [36] apúntate,gratis [34] activithink,#digitalleaders [31] descubre,#digitalleaders [30] vía,streaming [29] lenguaje,tecnología Top Word Pairs in Tweet in G1:
[81] next,#digitalleaders [57] #digitalleaders,iebschool [28] líderes,digitales [23] 3,julio [22] #barcelona,puedes [22] iebschool,seedrocket [22] activithink,#digitalleaders [21] evento,#digitalleaders [21] iebschool,#digitalleaders [20] transformación,digital Top Word Pairs in Tweet in G2:
[18] mejor,encuentro [18] año,descubre [18] descubre,#digitalleaders [17] líderes,digitales [16] apúntate,gratis [16] gratis,acude [16] acude,directo [16] directo,sigue [16] sigue,vía [16] vía,streaming Top Word Pairs in Tweet in G3:
[13] #digitalleaders,iebschool [11] next,#digitalleaders [6] ruljaimemaestre,marienserrano [6] marienserrano,noelogo [6] #digitalleaders,sigue [6] lenguaje,tecnología [4] #digitalleaders,pierdas [4] líderes,digitales [4] computación,cuántica [4] éste,next Top Word Pairs in Tweet in G4:
[16] #digitalleaders,iebschool [11] activithink,#digitalleaders [9] #digitalleaders,movistarcentre [8] veces,gano [8] gano,veces [7] #digitalleaders,ahora [6] sonvalero,3 [6] 3,v [6] v,velocidad [6] velocidad,variedad Top Word Pairs in Tweet in G5:
[9] ipharmlad,nhsdigacademy [9] nhsdigacademy,nhsdaalumni [9] nhsdaalumni,hssood [9] hssood,healthyopinion [9] healthyopinion,chalkley_david [9] chalkley_david,faraazhussain [9] faraazhussain,_dougstewart [9] _dougstewart,mikecavaye [8] docbriank,ipharmlad [8] mikecavaye,jam Top Word Pairs in Tweet in G6:
[4] #edtech50,schools [4] schools,#islingtoncomp [2] bad,quick [2] quick,intro [2] intro,session [2] session,#digitalleaders [2] #digitalleaders,#ngedtechday [2] #ngedtechday,flipgrid [2] flipgrid,hit [2] hit,everyone Top Word Pairs in Tweet in G7:
[16] increíble,pensar [16] pensar,hasta [16] hasta,gobiernos [16] gobiernos,deben [16] deben,pensar [16] pensar,conceptos [16] conceptos,tecnológicos [16] tecnológicos,atender [16] atender,personas [15] lcatalinasolano,increíble Top Word Pairs in Tweet in G8:
[7] camaraabierta,abre [7] abre,sovietvisuals [7] sovietvisuals,ereija [7] ereija,ade [7] ade,lahiloteca [7] lahiloteca,manuelbartual [7] manuelbartual,modesto_garcia [7] modesto_garcia,practica [5] 24h_tve,camaraabierta [5] practica,#yo Top Word Pairs in Tweet in G9:
[3] congratulations,#digitalleaders [3] #digitalleaders,2019 [3] 2019,shoutout [3] shoutout,seyiakiwowo [3] seyiakiwowo,standing [3] standing,up [3] up,#digitalcitizenship [3] computing_news,discusses [3] discusses,5 [3] 5,reasons Top Word Pairs in Tweet in G10:
[11] ayer,hizo [11] hizo,4 [11] 4,años [11] años,qe [11] qe,desaparecio [11] desaparecio,nuestro [11] nuestro,hijo [11] hijo,menor [11] menor,paco [11] paco,cordoba Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: