The graph represents a network of 1,586 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 September 2019 at 04:18 UTC.
The requested start date was Wednesday, 25 September 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 18-day, 4-hour, 17-minute period from Friday, 06 September 2019 at 18:26 UTC to Tuesday, 24 September 2019 at 22:43 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 : 1586
Unique Edges : 3593
Edges With Duplicates : 5488
Total Edges : 9081
Number of Edge Types : 3
Tweet : 1299
Replies to : 1837
Mentions : 5945
Self-Loops : 1299
Reciprocated Vertex Pair Ratio : 0.135128138752265
Reciprocated Edge Ratio : 0.238084378563284
Connected Components : 204
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 1270
Maximum Edges in a Connected Component : 8464
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.176281
Graph Density : 0.00174436413253189
Modularity : 0.281408
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[384] content,marketing [147] #cmworld,2019 [130] marketing,world [103] #smm,#marketing [102] #blog,#blogger [101] #seo,#smm [101] #marketing,#blog [101] #blogger,#contentmarketing [96] marketing,teams [94] integrated,marketing Top Word Pairs in Tweet in G1:
[67] #rt,cmicontent [59] content,marketing [42] last,week [41] cmicontent,a4 [41] cmicontent,joepulizzi [39] don,t [38] cmicontent,#cmworld [38] cmicontent,a5 [35] cmicontent,a7 [34] marketing,world Top Word Pairs in Tweet in G2:
[51] content,marketing [29] last,week [28] marketing,world [26] don,t [20] editorstahl,#cmworld [16] need,more [15] twitter,chat [14] people,don [14] t,necessarily [14] necessarily,need Top Word Pairs in Tweet in G3:
[114] content,marketing [41] #cmworld,2019 [37] influencer,marketing [34] marketing,world [31] april,henderson [31] 2019,recap [31] b2b,influencer [27] marketing,teams [26] toprank,marketing [25] check,out Top Word Pairs in Tweet in G4:
[79] content,marketing [56] drive,better [54] integrated,marketing [54] marketing,teams [50] #cmworld,2019 [48] shafqat,islam [48] islam,#cmworld [44] ashley,zeckman [44] zeckman,#cmworld [43] heroic,results Top Word Pairs in Tweet in G5:
[6] cmicontent,a4 [6] check,out [6] #cmworld,besties [4] nickathootsuite,hootsuite [4] hootsuite,kamichat [4] kamichat,jaybusselle [4] b2the7,cmicontent [4] cmicontent,a7 [4] content,marketing [4] #contentchat,nodexl Top Word Pairs in Tweet in G6:
[30] glad,inform [30] inform,we've [30] we've,included [30] included,one [30] one,#cmworld [30] #cmworld,tweets [29] tweets,roundup [21] roundup,post [17] social,media [14] 7,laws Top Word Pairs in Tweet in G7:
[46] joderama,#cmworld [18] brand,s [18] s,#content [18] #content,success [18] success,lives [18] lives,dies [18] dies,distribution [18] distribution,promotion [18] promotion,choices [18] choices,joderama Top Word Pairs in Tweet in G8:
[25] slide,deck [16] deck,#cmworld [11] free,here [11] #cmworld,yours [8] yours,here [7] doesn,t [7] t,make [7] yours,free [6] courtesy,kingmanink [5] deck,yours Top Word Pairs in Tweet in G9:
[7] amandatodo,clevelandclinic [7] voice,search [5] power,email [5] email,social [5] social,media [5] media,went [5] went,away [5] away,tomorrow [5] tomorrow,ll [5] ll,still Top Word Pairs in Tweet in G10:
[5] #cmo,bernieborges [5] find,out [5] mmenginepodcast,podcast [5] #content,#sales [4] ep,mmenginepodcast [4] podcast,host [4] bernieborges,shares [4] shares,#content [4] bernieborges,#cmo [4] save,date Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G5:
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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:
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Top Tweeters in G10: