The graph represents a network of 1,935 Twitter users whose recent tweets contained "#socialselling", 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 Thursday, 13 June 2019 at 00:23 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 6-minute period from Monday, 03 June 2019 at 06:35 UTC to Wednesday, 12 June 2019 at 22:41 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 : 1935
Unique Edges : 2825
Edges With Duplicates : 7057
Total Edges : 9882
Self-Loops : 1835
Reciprocated Vertex Pair Ratio : 0.0693568726355612
Reciprocated Edge Ratio : 0.129716981132075
Connected Components : 352
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 1225
Maximum Edges in a Connected Component : 8687
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.931612
Graph Density : 0.000906396885329571
Modularity : 0.305715
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[761] digitalleadersa,#socialselling [656] social,media [633] social,selling [619] st3ph3n6,digitalleadersa [605] timothy_hughes,digitalleadersa [547] passle,timothy_hughes [411] #socialmedia,#socialselling [306] #socialselling,#digitalselling [280] digital,transformation [274] #socialselling,#socialmedia Top Word Pairs in Tweet in G1:
[628] digitalleadersa,#socialselling [577] st3ph3n6,digitalleadersa [503] timothy_hughes,digitalleadersa [472] passle,timothy_hughes [282] social,selling [243] digital,transformation [203] #socialselling,#digitalselling [193] #socialmedia,#socialselling [188] #socialselling,#socialmedia [178] #leadership,#innovation Top Word Pairs in Tweet in G2:
[64] social,selling [53] social,media [21] #sales,#socialselling [20] #socialselling,#socialmedia [14] tus,resultados [13] 3,steps [12] check,out [12] article,3 [12] steps,#socialselling [12] #socialselling,stardom Top Word Pairs in Tweet in G3:
[40] mmenginepodcast,listen [40] find,out [39] listen,episode [39] discover,3 [37] bernieborges,#cmo [36] #marketing,#sales [36] measurable,results [36] ceo,m_3jr [35] 3,ways [35] ways,ensure Top Word Pairs in Tweet in G4:
[52] anthonyrochand,#socialmedia [50] social,media [48] #socialselling,marketingland [43] #socialselling,socialmedia2day [29] sur,linkedin [24] #socialmedia,5 [24] 5,tendances [24] tendances,des [24] des,médias [24] médias,sociaux Top Word Pairs in Tweet in G5:
[244] social,media [134] #socialmedia,#socialselling [124] digitalleadersa,#socialselling [122] media,marketing [120] social,selling [90] timothy_hughes,digitalleadersa [68] #sales,#socialselling [58] 10,social [49] #socialselling,#socialmedia [45] marketing,mistakes Top Word Pairs in Tweet in G6:
[26] red,social [18] #socialselling,#digitalselling [16] próximas,semanas [16] semanas,páginas [16] páginas,empresa [16] empresa,#linkedin [16] #linkedin,red [16] social,permitirá [16] permitirá,recibir [16] recibir,invitaciones Top Word Pairs in Tweet in G7:
[14] 5,reasons [14] reasons,entrepreneurs [14] entrepreneurs,succeed [14] succeed,business [14] business,startgrowthhack [14] startgrowthhack,know [14] know,#purpose [13] janicebg,5 [10] #socialselling,janicebg [8] art,#socialselling Top Word Pairs in Tweet in G8:
[62] once,upon [62] upon,time [62] time,fairytale [62] fairytale,castle [62] castle,ring [62] ring,pillow [62] pillow,basket [62] basket,etsy [62] etsy,#etsymntt [62] #etsymntt,#magical Top Word Pairs in Tweet in G9:
[22] #linkedin,#socialselling [12] #socialselling,#digitalselling [12] nealschaffer,linkedin [7] #socialselling,#linkedin [7] drawbridge,acquisition [7] linkedin,buys [7] buys,drawbridge [7] drawbridge,looks [7] looks,ramp [7] ramp,up Top Word Pairs in Tweet in G10:
[17] social,selling [8] #socialselling,#sales [8] social,media [8] employee,advocacy [8] #employeeadvocacy,#socialselling [6] #socialselling,#personalbranding [6] vía,linkedin [5] brand,awareness [5] linkedin,#employeeadvocacy [4] issue,social Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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