The graph represents a network of 1,217 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, 29 September 2021 at 18:15 UTC.
The requested start date was Wednesday, 29 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 89-day, 6-hour, 12-minute period from Thursday, 01 July 2021 at 14:02 UTC to Tuesday, 28 September 2021 at 20:15 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 : 1217
Unique Edges : 1982
Edges With Duplicates : 7445
Total Edges : 9427
Number of Edge Types : 5
Retweet : 1235
MentionsInRetweet : 1930
Mentions : 3220
Replies to : 1868
Tweet : 1174
Self-Loops : 1180
Reciprocated Vertex Pair Ratio : 0.155003498950315
Reciprocated Edge Ratio : 0.26840351408664
Connected Components : 91
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 1099
Maximum Edges in a Connected Component : 9237
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.814179
Graph Density : 0.00223059832201704
Modularity : 0.194478
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,217 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, 29 September 2021 at 18:15 UTC.
The requested start date was Wednesday, 29 September 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 89-day, 6-hour, 12-minute period from Thursday, 01 July 2021 at 14:02 UTC to Tuesday, 28 September 2021 at 20:15 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #CMWorld
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[664] content,marketing [318] marketing,world [305] cmicontent,#cmworld [117] inkandcopy,cmicontent [95] next,week [84] #cmworld,2021 [79] save,100 [70] cmicontent,a2 [68] cmicontent,a3 [65] looking,forward Top Word Pairs in Tweet in G1:
[181] content,marketing [91] cmicontent,#cmworld [82] marketing,world [27] inkandcopy,cmicontent [25] next,week [24] #cmworld,2021 [23] save,100 [22] use,personal [22] personal,code [21] #cmworld,chat Top Word Pairs in Tweet in G2:
[158] content,marketing [90] cmicontent,#cmworld [83] marketing,world [66] inkandcopy,cmicontent [37] cmicontent,a2 [37] cmicontent,a3 [34] cmicontent,a6 [33] aventigroup,cmicontent [30] cmicontent,a1 [29] next,week Top Word Pairs in Tweet in G3:
[49] content,marketing [24] speaking,#cmworld [21] next,week [19] cmicontent,#cmworld [16] excited,speaking [15] dynamic,duo [15] marketing,world [14] save,100 [13] duo,content [13] personal,code Top Word Pairs in Tweet in G4:
[49] content,marketing [24] marketing,world [22] cmicontent,a2 [22] inkandcopy,cmicontent [19] cmicontent,a3 [17] marketing,strategy [16] subject,line [16] join,#cmworld [16] stage,content [15] cmicontent,a7 Top Word Pairs in Tweet in G5:
[93] content,marketing [40] marketing,world [39] interested,content [39] marketing,learn [39] learn,best [39] best,healthcare [39] healthcare,join [39] join,content [38] cmicontent,#cmworld [38] world,cleveland Top Word Pairs in Tweet in G6:
[47] content,marketing [28] marketing,world [28] influencers,best [28] best,answer [28] answer,content [28] content,help [28] help,b2b [28] b2b,marketers [28] marketers,dominate [28] dominate,search Top Word Pairs in Tweet in G7:
[10] cmicontent,#cmworld [7] #accessibility,everyone's [7] everyone's,responsibility [7] responsibility,#marketing [7] #marketing,included [7] included,talk [7] talk,cmicontent's [7] cmicontent's,#cmworld [5] #cmworld,week [5] merylkevans,#accessibility Top Word Pairs in Tweet in G8:
[18] cmicontent,#cmworld [17] content,marketing [8] marketing,world [5] #content,fatigue [4] looking,practical [4] practical,takeaways [4] takeaways,support [4] support,content [4] marketing,strategy [4] strategy,serious Top Word Pairs in Tweet in G9:
[22] content,marketing [20] marketing,world [17] world,conference [17] conference,expo [17] expo,2021 [14] secure,#smpdiscounts [10] #smpdiscounts,content [8] 2021,register [6] using,code [6] code,smp100 Top Word Pairs in Tweet in G10:
[18] micro,#content [18] #content,hurting [18] hurting,helping [18] helping,brand [18] brand,bring [18] bring,value [18] value,audience [17] audience,govengreso's [17] govengreso's,linkedinexpert [15] #cmworld,event Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: