The graph represents a network of 131 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 Tuesday, 27 April 2021 at 16:22 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 57-minute period from Monday, 19 April 2021 at 16:25 UTC to Tuesday, 27 April 2021 at 16:22 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 : 131
Unique Edges : 233
Edges With Duplicates : 463
Total Edges : 696
Number of Edge Types : 5
Tweet : 63
Mentions : 275
Replies to : 244
Retweet : 63
MentionsInRetweet : 51
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.229007633587786
Reciprocated Edge Ratio : 0.372670807453416
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 683
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.591162
Graph Density : 0.0189078097475044
Modularity : 0.245671
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 131 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 Tuesday, 27 April 2021 at 16:22 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 57-minute period from Monday, 19 April 2021 at 16:25 UTC to Tuesday, 27 April 2021 at 16:22 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 : TwitterSearch
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[31] content,marketing [19] cmicontent,a1 [17] cmicontent,#cmworld [15] cmicontent,a2 [14] #contentmarketing,analytics [14] cmicontent,editorstahl [13] discuss,fundamentals [13] fundamentals,#contentmarketing [13] analytics,tweet [13] twitter,chat Top Word Pairs in Tweet in G1:
[11] cmicontent,a1 [8] cmicontent,#cmworld [7] cspenn,cmicontent [6] discuss,fundamentals [6] fundamentals,#contentmarketing [6] #contentmarketing,analytics [6] analytics,tweet [6] cmicontent,a2 [5] cmicontent,a3 [4] cmicontent,cspenn Top Word Pairs in Tweet in G2:
[14] content,marketing [7] #cmworld,#webinar [7] see,#cmworld [7] marketing,world [7] using,code [7] code,smp100 [5] demand,generation [5] generation,summit [5] lizzie,#cmworld [5] #mediapartner,cmicontent's Top Word Pairs in Tweet in G3:
[14] cmicontent,editorstahl [10] ashleyikeler,cmicontent [7] cmicontent,a1 [6] content,marketing [6] cmicontent,great [6] cmicontent,a2 [6] cmicontent,shawnpaulwood [6] winners,finalists [5] many,great [5] cmicontent,a4 Top Word Pairs in Tweet in G4:
[5] content,marketing [4] #contentmarketing,#cmworld [3] stoked,announce [3] announce,#contentinc [3] #contentinc,book [3] book,tour [3] tour,exclusively [3] exclusively,joinclubhouse [3] joinclubhouse,11 [3] 11,dates Top Word Pairs in Tweet in G5:
[4] #cmworld,2020 [2] 2020,session Top Word Pairs in Tweet in G6:
[2] #marketing,friends [2] friends,join [2] join,cmicontent's [2] cmicontent's,#cmworld [2] #cmworld,learn [2] learn,design [2] design,content [2] content,strategy [2] strategy,serves [2] serves,needs Top Word Pairs in Tweet in G7:
[2] miss,article [2] article,50 [2] 50,top [2] top,b2b [2] b2b,content [2] content,marketing [2] marketing,influencers [2] influencers,follow [2] follow,2021 [2] 2021,#cmworld Top Word Pairs in Tweet in G8:
[3] strategies,increase [3] increase,twitter [3] twitter,engagement [3] engagement,interact [3] interact,followers [3] followers,use [3] use,eye [3] eye,catchy [3] catchy,visuals [3] visuals,using Top Word Pairs in Tweet in G9:
[2] buyers,don [2] don,turn [2] turn,#b2c [2] #b2c,brain [2] brain,making [2] making,b2b [2] b2b,purchase [2] purchase,april [2] april,henderson [2] henderson,forrester Top Word Pairs in Tweet in G10:
[4] article,writing [3] icymi,investigate [3] investigate,whether [3] whether,shorter [3] shorter,always [3] always,sweeter [3] sweeter,creating [3] creating,video [3] video,social [3] social,media Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: