The graph represents a network of 307 Twitter users whose recent tweets contained "#CMWorld", 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, 23 April 2019 at 17:37 UTC.
The tweets in the network were tweeted over the 9-day, 4-hour, 43-minute period from Sunday, 14 April 2019 at 12:30 UTC to Tuesday, 23 April 2019 at 17:14 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 : 307
Unique Edges : 563
Edges With Duplicates : 1602
Total Edges : 2165
Self-Loops : 365
Reciprocated Vertex Pair Ratio : 0.257716049382716
Reciprocated Edge Ratio : 0.409815950920245
Connected Components : 29
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 1966
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.705084
Graph Density : 0.0086755657746269
Modularity : 0.21215
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[76] content,marketing [68] #cmworld,twitter [58] #seo,#smm [57] #smm,#marketing [57] #marketing,#blog [57] #blog,#blogger [57] #blogger,#contentmarketing [57] #contentmarketing,#crowdfunding [56] #crowdfunding,#win [51] #win,#contest Top Word Pairs in Tweet in G1:
[24] content,marketing [12] #cmworld,chat [10] decision,makers [7] marketing,world [7] mo,#cmworld [6] right,people [5] marketing,award [5] award,winners [5] winners,represent [5] represent,work Top Word Pairs in Tweet in G2:
[16] digital,marketers [15] q,digital [15] marketers,trampolines [15] trampolines,high [15] high,bounce [15] bounce,rates [15] rates,welcome [15] welcome,today's [15] today's,#cmworld [14] todcordill,q Top Word Pairs in Tweet in G3:
[24] content,marketing [22] cmicontent,a3 [19] cmicontent,a2 [19] bentleyu,cmicontent [18] cmicontent,a1 [17] cmicontent,a6 [15] soft,skills [13] hard,skills [13] cmicontent,a5 [12] cmicontent,a4 Top Word Pairs in Tweet in G4:
[9] #cmworld,twitter [9] twitter,chat [8] check,out [7] paid,social [7] session,#cmworld [6] m_3jr,bernieborges [6] bernieborges,noticed [6] noticed,shift [6] shift,#contentmarketing [6] #contentmarketing,towards Top Word Pairs in Tweet in G5:
[7] #youtube,#cmworld [5] #cmworld,#leadgen [5] #podcast,#cmworld [4] #cmworld,#youtube [4] lead,generation [3] don,t [3] #cmworld,2018 [3] b2b,marketing [3] #cmworld,#b2b [3] #leadgen,#youtube Top Word Pairs in Tweet in G6:
[58] #seo,#smm [57] #smm,#marketing [57] #marketing,#blog [57] #blog,#blogger [57] #blogger,#contentmarketing [57] #contentmarketing,#crowdfunding [56] #crowdfunding,#win [51] #win,#contest [51] #contest,#giveaway [51] #giveaway,#influencermarketing Top Word Pairs in Tweet in G7:
[5] stories,make [5] make,remember [5] remember,make [5] make,care [5] care,content [5] content,marketing [5] marketing,works [5] works,brains [5] brains,programmed [5] programmed,stories Top Word Pairs in Tweet in G8:
[5] fave,tweet [5] tweet,chats [5] chats,#cmworld [5] #cmworld,#brandchat [5] #brandchat,#pocchat [5] #pocchat,#hootchat [5] #hootchat,#goalchat [5] #goalchat,#twittersmarter [5] #twittersmarter,yours [4] madalynsklar,fave Top Word Pairs in Tweet in G9:
[4] don,t [3] t,write [3] write,#content [3] #content,purpose [3] purpose,helping [3] helping,people [3] people,solve [3] solve,problem [3] problem,wilreynolds [3] wilreynolds,#cmworld Top Word Pairs in Tweet in G10:
[2] thanks,kmoutsos [2] kmoutsos,highlighting [2] highlighting,tips [2] tips,examples [2] examples,hope [2] hope,help [2] help,someone [2] someone,new [2] new,#cmworld Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: