The graph represents a network of 1,050 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 Thursday, 21 May 2020 at 18:27 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 42-day, 6-hour, 53-minute period from Tuesday, 07 April 2020 at 16:20 UTC to Tuesday, 19 May 2020 at 23:14 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 : 1050
Unique Edges : 1577
Edges With Duplicates : 7455
Total Edges : 9032
Number of Edge Types : 5
Retweet : 1126
MentionsInRetweet : 1845
Replies to : 2287
Mentions : 2678
Tweet : 1096
Self-Loops : 1107
Reciprocated Vertex Pair Ratio : 0.178818737270876
Reciprocated Edge Ratio : 0.303386316516932
Connected Components : 65
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 897
Maximum Edges in a Connected Component : 8519
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.735459
Graph Density : 0.00262744563983839
Modularity : 0.180734
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,050 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 Thursday, 21 May 2020 at 18:27 UTC.
The requested start date was Wednesday, 20 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 42-day, 6-hour, 53-minute period from Tuesday, 07 April 2020 at 16:20 UTC to Tuesday, 19 May 2020 at 23:14 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 G2:
[38] cmicontent,a2 [36] cmicontent,a3 [35] cmicontent,#cmworld [29] cmicontent,a4 [29] cmicontent,a1 [23] cmicontent,a6 [22] cmicontent,a5 [19] cmicontent,a7 [18] lhcontent,cmicontent [18] content,marketing Top Word Pairs in Tweet in G3:
[95] rob,walch [73] walch,podcast411 [64] podcast411,sorry [63] sorry,virginia [60] virginia,such [59] such,thing [53] thing,perfect [50] perfect,length [47] length,#podcast [42] #podcast,lear Top Word Pairs in Tweet in G4:
[22] #seo,#smm [22] #smm,#marketing [22] #marketing,#blog [22] #blog,#blogger [22] #blogger,#contentmarketing [22] #contentmarketing,#crowdfunding [22] #crowdfunding,#win [22] #win,#contest [22] book,#coronamarketing [22] cmicontent,#cmworld Top Word Pairs in Tweet in G5:
[50] mscnoticias,#quedateencasa [50] tiempos,cuarentena [50] covid,19 [50] agenda,cultural [50] cultural,tiempos [37] #quedateencasa,webinars [24] webinars,gratuitos [20] gratuitos,estimular [15] estimular,organizaciones [12] organizaciones,tiempos Top Word Pairs in Tweet in G6:
[40] demand,generation [26] generation,summit [21] demand,gen [15] tylerlessard,gehughesvideo [15] 30pm,edt [12] gen,summit [12] cmicontent,#cmworld [12] cmicontent,today [12] today,11 [12] 11,30am Top Word Pairs in Tweet in G7:
[10] great,share [9] share,joepulizzi [8] #cmworld,2019 [8] full,video [8] content,marketing [7] daily,conversation [5] conversation,report [4] report,ready [4] ready,#cmworld [4] #cmworld,twitter Top Word Pairs in Tweet in G8:
[14] cmicontent,a5 [14] cmicontent,a2 [13] podcast411,cmicontent [10] cmicontent,#cmworld [8] cmicontent,a6 [6] cmicontent,a1 [6] cmicontent,a7 [6] cmicontent,a4 [6] social,media [5] vrajshahspeaks,cmicontent Top Word Pairs in Tweet in G9:
[10] #contentmarketing,strategy [8] #cmworld,twitter [7] twitter,chat [6] cmicontent,#cmworld [5] strategy,changed [5] crisis,started [5] social,paid [4] join,cmicontent [4] chat,#contentmarketing [4] changed,crisis Top Word Pairs in Tweet in G10:
[11] wanted,extend [9] extend,invitation [9] invitation,friends [8] friends,#cmworld [7] #cmworld,#contentchat [7] #contentchat,communities [6] communities,live [6] live,trou [6] impression,means [6] means,#content 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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