The graph represents a network of 1,760 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 Wednesday, 04 September 2019 at 13:59 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 40-minute period from Monday, 26 August 2019 at 10:11 UTC to Wednesday, 04 September 2019 at 13:52 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 : 1760
Unique Edges : 4727
Edges With Duplicates : 6377
Total Edges : 11104
Self-Loops : 1329
Reciprocated Vertex Pair Ratio : 0.101517138040832
Reciprocated Edge Ratio : 0.184322394150655
Connected Components : 199
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 1483
Maximum Edges in a Connected Component : 10656
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.106389
Graph Density : 0.00189964597653626
Modularity : 0.295778
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[713] content,marketing [232] next,week [226] marketing,world [146] joepulizzi,#cmworld [144] #cmworld,2019 [140] don,t [120] check,out [120] looking,forward [116] influencer,marketing [108] #cmworld,next Top Word Pairs in Tweet in G1:
[266] content,marketing [131] joepulizzi,#cmworld [86] marketing,world [80] next,week [79] don,t [65] looking,forward [60] tamadear,#cmworld [38] check,out [35] #cmworld,next [33] cleveland,#cmworld Top Word Pairs in Tweet in G2:
[183] content,marketing [116] influencer,marketing [98] next,week [90] b2b,influencer [85] #cmworld,workshops [82] cmicontent,marketmuseco [77] marketing,world [70] #b2bimpoll,#cmworld [65] b2b,marketers [63] marketing,workshop Top Word Pairs in Tweet in G3:
[20] 6,#cmworld [19] #cmworld,#inbound19 [16] 3,6 [14] sep,3 [11] cmicontent,a2 [10] cmicontent,a4 [10] make,sure [10] #cmworld,week [10] dream,team [10] booth,# Top Word Pairs in Tweet in G4:
[158] content,marketing [57] annie,granatstein [53] marketing,interview [53] emotionally,engaging [53] engaging,content [53] #cmworld,2019 [52] interview,annie [52] granatstein,creating [52] creating,emotionally [52] content,experiences Top Word Pairs in Tweet in G5:
[35] #seo,#smm [35] #smm,#marketing [35] #marketing,#blog [35] #blog,#blogger [35] #blogger,#contentmarketing [35] #contentmarketing,#crowdfunding [35] #crowdfunding,#win [35] #win,#contest [35] #contest,#giveaway [35] #giveaway,#influencermarketing Top Word Pairs in Tweet in G6:
[15] content,marketing [8] joepulizzi,#cmworld [7] content,marketers [7] joderama,#cmworld [6] #contentmarketers,#contentmarketing [5] #cmworld,cleveland [5] don,t [5] #contentmarketing,strategy [5] heading,#cmworld [5] #cmworld,next Top Word Pairs in Tweet in G7:
[46] list,active [46] active,#twitterchats [46] #twitterchats,marketers [46] marketers,1 [46] 1,#adweekchat [46] #adweekchat,2 [46] 2,#brandchat [46] #brandchat,3 [46] 3,#seotalk [46] #seotalk,4 Top Word Pairs in Tweet in G8:
[3] diymarketers,askforliz [3] heystephanie,susancmoeller [3] susancmoeller,buzzsumo [2] tomorrow,#cmworld [2] certainly,want [2] want,steal [2] steal,thunder [2] thirsty,dog [2] dog,between [2] between,5 Top Word Pairs in Tweet in G9:
[9] next,week [7] content,marketing [7] ahead,#cmworld [6] load,brain [6] brain,knowledge [6] knowledge,ahead [6] #cmworld,bevy [6] bevy,#contentmarketing [6] #contentmarketing,insights [6] insights,brennermichael Top Word Pairs in Tweet in G10:
[11] #cmworld,2019 [8] mmenginepodcast,podcast [7] click,here [6] episode,mmenginepodcast [6] #cmworld,#mmeshow [5] podcast,listen [5] #contentmarketing,#cmworld [5] #mmeshow,#socialselling [4] content,marketing [4] marketing,world 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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Top Tweeters in G10: