The graph represents a network of 1,558 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, 06 October 2021 at 18:17 UTC.
The requested start date was Wednesday, 06 October 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 42-day, 9-hour, 21-minute period from Tuesday, 24 August 2021 at 13:44 UTC to Tuesday, 05 October 2021 at 23:06 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 : 1558
Unique Edges : 3069
Edges With Duplicates : 11542
Total Edges : 14611
Number of Edge Types : 5
Replies to : 1925
Mentions : 5065
MentionsInRetweet : 3877
Retweet : 2245
Tweet : 1499
Self-Loops : 1512
Reciprocated Vertex Pair Ratio : 0.142405729934696
Reciprocated Edge Ratio : 0.249308500829799
Connected Components : 125
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 1384
Maximum Edges in a Connected Component : 14346
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.940778
Graph Density : 0.00223554562895796
Modularity : 0.191708
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,558 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, 06 October 2021 at 18:17 UTC.
The requested start date was Wednesday, 06 October 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 42-day, 9-hour, 21-minute period from Tuesday, 24 August 2021 at 13:44 UTC to Tuesday, 05 October 2021 at 23:06 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:
[615] content,marketing [264] marketing,world [220] cmicontent,#cmworld [135] #cmworld,2021 [89] next,week [82] b2b,content [71] top,25 [71] 25,b2b [69] b2b,marketers [67] looking,forward Top Word Pairs in Tweet in G1:
[152] content,marketing [61] cmicontent,#cmworld [54] marketing,world [30] #cmworld,2021 [25] next,week [23] content,marketer [21] don,forget [19] marketer,year [18] year,#cmworld [18] content,marketers Top Word Pairs in Tweet in G2:
[139] content,marketing [74] marketing,world [44] cmicontent,#cmworld [37] inkandcopy,cmicontent [37] hijinxmarketing,cmicontent [37] cmicontent,petesouza [32] next,year [32] aventigroup,cmicontent [32] next,week [27] looking,forward Top Word Pairs in Tweet in G3:
[98] content,marketing [59] cmicontent,#cmworld [39] marketing,world [38] #cmworld,cmicontent [36] #cmworld,2021 [32] ducttape,#cmworld [30] jaybaer,#cmworld [30] cmicontent,sepco [30] b2b,marketers [29] best,answer Top Word Pairs in Tweet in G4:
[64] content,marketing [33] #cmworld,2021 [31] b2b,marketers [30] influencers,best [30] best,answer [30] answer,content [30] content,help [30] help,b2b [30] marketers,dominate [30] dominate,search Top Word Pairs in Tweet in G5:
[28] prisus,#cmworld [23] speaking,#cmworld [17] content,marketing [17] 76,journalists [17] twitter,valuable [17] valuable,social [16] social,network [14] journalists,twitter [13] digital,pr [13] lisabeets,76 Top Word Pairs in Tweet in G6:
[74] content,marketing [32] interested,content [32] marketing,learn [32] learn,best [32] best,healthcare [32] healthcare,join [32] join,content [32] marketing,world [31] world,cleveland [21] clevelandclinic,interested Top Word Pairs in Tweet in G7:
[18] test,test [17] cmicontent,a2 [15] content,marketing [14] public,perception [14] cmicontent,a3 [12] cmicontent,a7 [12] subject,lines [11] #librarymarketing,friends [11] social,media [11] inkandcopy,cmicontent Top Word Pairs in Tweet in G8:
[12] here's,advice [11] content,marketing [11] make,sure [11] #cmworld,here's [11] advice,need [9] #cmworld,#contentmarketing [9] cmicontent,'s [9] cmicontent,#cmworld [9] michellengome,#cmworld [8] #cmworld,#digitalmarketing Top Word Pairs in Tweet in G9:
[9] content,marketing [4] attending,largest [4] largest,content [4] marketing,event [4] event,planet [4] #cmworld,trends [4] trends,content [4] marketing,2022 [3] join,week [3] week,interactive Top Word Pairs in Tweet in G10:
[10] cmicontent,#cmworld [10] content,marketing [8] marketing,world [6] looking,forward [5] see,#cmworld [5] love,good [5] quality,content [5] jacquelineloch,imprint_andys [5] preview,webinar [4] next,year Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: