The graph represents a network of 2,425 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 Thursday, 05 September 2019 at 14:09 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 11-minute period from Tuesday, 27 August 2019 at 10:17 UTC to Thursday, 05 September 2019 at 13:29 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 : 2425
Unique Edges : 7383
Edges With Duplicates : 10253
Total Edges : 17636
Self-Loops : 2071
Reciprocated Vertex Pair Ratio : 0.0957571495546179
Reciprocated Edge Ratio : 0.174778051128463
Connected Components : 226
Single-Vertex Connected Components : 197
Maximum Vertices in a Connected Component : 2118
Maximum Edges in a Connected Component : 17108
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.160613
Graph Density : 0.00159045285971896
Modularity : 0.274297
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1051] content,marketing [277] don,t [258] marketing,world [214] next,week [203] #cmworld,2019 [201] joepulizzi,#cmworld [157] content,strategy [157] check,out [154] #cmworld,#contentmarketing [142] looking,forward Top Word Pairs in Tweet in G1:
[271] content,marketing [126] next,week [105] marketing,world [84] looking,forward [66] don,t [64] check,out [63] #cmworld,next [55] cmicontent,#cmworld [51] joepulizzi,#cmworld [42] time,#cmworld Top Word Pairs in Tweet in G2:
[227] content,marketing [158] don,t [132] joepulizzi,#cmworld [61] #cmworld,#contentmarketing [56] tamadear,#cmworld [52] re,doing [48] content,marketers [47] jayacunzo,#cmworld [40] here,s [39] live,#cmworld Top Word Pairs in Tweet in G3:
[240] content,marketing [101] influencer,marketing [81] b2b,influencer [69] #cmworld,workshops [67] cmicontent,marketmuseco [64] b2b,marketers [60] #b2bimpoll,#cmworld [52] marketing,workshop [50] #cmworld,b2b [50] marketing,world Top Word Pairs in Tweet in G4:
[192] content,marketing [84] #cmworld,2019 [52] miss,acts [52] acts,greatest [52] greatest,content [52] marketing,show [52] show,earth [52] earth,#cmworld [50] t,miss [49] 16,t Top Word Pairs in Tweet in G5:
[53] 6,#cmworld [45] list,active [45] active,#twitterchats [45] #twitterchats,marketers [45] marketers,1 [45] 1,#adweekchat [45] #adweekchat,2 [45] 2,#brandchat [45] #brandchat,3 [45] 3,#seotalk Top Word Pairs in Tweet in G6:
[58] noise,#cmworld [58] content,strategy [57] strategy,noise [37] #seo,#smm [37] #smm,#marketing [37] #marketing,#blog [37] #blog,#blogger [37] #blogger,#contentmarketing [37] #contentmarketing,#crowdfunding [37] #crowdfunding,#win Top Word Pairs in Tweet in G7:
[17] content,marketing [12] content,marketers [11] robert_rose,#cmworld [11] content,strategy [11] #cmworld,2019 [10] 88,successful [10] successful,content [10] marketers,put [10] put,audience [10] audience,information Top Word Pairs in Tweet in G8:
[27] yappy,hour [22] hour,#cmworld [22] #cmworld,citydogscle [13] now,s [13] s,call [13] call,content [13] content,adoptable [13] adoptable,pups [13] pups,yappy [10] teetee_rex,#cmworld Top Word Pairs in Tweet in G9:
[10] joderama,#cmworld [9] content,marketing [6] #contentmarketing,strategy [5] proud,colleague [5] colleague,friend [5] friend,laurahamlyn [5] laurahamlyn,lucky [5] lucky,surrounded [5] surrounded,many [5] many,rockstars Top Word Pairs in Tweet in G10:
[6] rates,over [4] today,room [4] people,email [4] email,list [4] list,engaging [4] engaging,more [4] more,head [4] head,spam [4] spam,box [4] box,weed 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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