The graph represents a network of 1,214 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, 12 February 2020 at 05:37 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 55-day, 7-hour, 15-minute period from Wednesday, 18 December 2019 at 16:40 UTC to Tuesday, 11 February 2020 at 23:55 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 : 1214
Unique Edges : 2335
Edges With Duplicates : 5882
Total Edges : 8217
Number of Edge Types : 4
MentionsInRetweet : 1848
Mentions : 3143
Tweet : 1259
Replies to : 1967
Self-Loops : 1259
Reciprocated Vertex Pair Ratio : 0.162031887282165
Reciprocated Edge Ratio : 0.278876834716018
Connected Components : 88
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 1107
Maximum Edges in a Connected Component : 8032
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.272905
Graph Density : 0.00212823462462532
Modularity : 0.222725
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,214 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, 12 February 2020 at 05:37 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 55-day, 7-hour, 15-minute period from Wednesday, 18 December 2019 at 16:40 UTC to Tuesday, 11 February 2020 at 23:55 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:
[289] cmicontent,#cmworld [161] content,marketing [114] #cmworld,chat [110] twitter,chat [101] data,science [100] #cmworld,twitter [93] cspenn,cmicontent [79] lead,generation [74] cmicontent,a1 [73] cmicontent,a3 Top Word Pairs in Tweet in G1:
[82] cmicontent,#cmworld [51] content,marketing [42] #cmworld,chat [27] long,way [27] data,science [26] small,amount [26] combined,relevant [26] relevant,insights [26] insights,go [26] go,long Top Word Pairs in Tweet in G2:
[59] cmicontent,#cmworld [54] cmicontent,helpareporter [53] superdeluxemo,cmicontent [51] #cmworld,chat [51] cmicontent,a1 [50] cmicontent,a3 [50] cmicontent,nationwide [44] jthiefels,cmicontent [42] cmicontent,a2 [39] cspenn,cmicontent Top Word Pairs in Tweet in G3:
[75] lead,generation [37] b2b,marketing [24] content,marketing [24] #cmworld,#youtube [19] #b2b,#cmworld [18] #podcast,#cmworld [18] #cmworld,#b2b [17] #leadgen,#cmworld [15] #cmworld,#podcast [15] #youtube,#cmworld Top Word Pairs in Tweet in G4:
[70] #seo,#smm [70] #smm,#marketing [70] #marketing,#blog [70] #blog,#blogger [70] #blogger,#contentmarketing [61] cmicontent,#cmworld [46] #contentmarketing,#crowdfunding [34] data,science [29] #crowdfunding,#win [27] feb,#b2bmx Top Word Pairs in Tweet in G5:
[75] cmicontent,#cmworld [25] #cmworld,twitter [25] twitter,chat [19] session,#cmworld [19] paid,social [15] content,marketing [14] excited,#cmworld [14] #cmworld,2020 [13] content,marketers [13] 2020,theme Top Word Pairs in Tweet in G6:
[70] #mscnoticias,#cmworld [64] #news,#mscnoticias [14] #cmworld,#03feb [13] cines,unidos [12] #cmworld,#11ene [12] mscnoticias,#sabiasque [9] #news,#cmworld [8] salas,cines [8] ces,2020 [8] #news,#mscnoticiaslatam Top Word Pairs in Tweet in G7:
[42] great,share [42] share,joepulizzi [14] content,marketing [11] more,marketing [11] marketing,leaders [11] leaders,reporting [11] reporting,cro [11] cro,content [11] content,supports [11] supports,sales Top Word Pairs in Tweet in G8:
[14] twitter,chats [14] #contentclubuk,11am [14] 11am,gmt [9] #cmworld,12pm [8] insights,content [8] content,marketers [8] marketers,#cmworld [7] serpstat,twitter [7] chats,january [6] chats,february Top Word Pairs in Tweet in G9:
[6] best,#marketingconferences [6] #marketingconferences,2020 [6] 2020,digitalsummits [6] digitalsummits,digimarcon [6] digimarcon,supervveek [6] supervveek,3xedigital [6] 3xedigital,smx [6] smx,cultgathering [5] brennermichael,best [5] cultgathering,b2bmx Top Word Pairs in Tweet in G10:
[21] register,50 [21] 50,speakers [21] speakers,online [21] online,travel [20] travel,starts [20] starts,jan [20] jan,27th [18] 27th,dbiweb [14] digital,branding [13] branding,summit Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: