The graph represents a network of 1,047 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, 20 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, 54-minute period from Tuesday, 07 April 2020 at 16:19 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 : 1047
Unique Edges : 1575
Edges With Duplicates : 7454
Total Edges : 9029
Number of Edge Types : 5
MentionsInRetweet : 1841
Replies to : 2291
Mentions : 2679
Retweet : 1122
Tweet : 1096
Self-Loops : 1107
Reciprocated Vertex Pair Ratio : 0.179183673469388
Reciprocated Edge Ratio : 0.303911388023538
Connected Components : 65
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 894
Maximum Edges in a Connected Component : 8517
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.731143
Graph Density : 0.00263796588997792
Modularity : 0.177199
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,047 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, 20 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, 54-minute period from Tuesday, 07 April 2020 at 16:19 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:
[36] cmicontent,a2 [36] cmicontent,a3 [35] cmicontent,#cmworld [29] cmicontent,a4 [27] cmicontent,a6 [23] cmicontent,a1 [22] cmicontent,a5 [18] cmicontent,a7 [18] lhcontent,cmicontent [17] cmicontent,cmcphillips Top Word Pairs in Tweet in G3:
[89] cmicontent,#cmworld [64] rob,walch [64] walch,podcast411 [54] podcast411,sorry [54] sorry,virginia [53] virginia,such [49] such,thing [48] thing,perfect [43] perfect,length [39] length,#podcast 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] online,learning [50] 12,pm [50] free,online [50] certifications,courses [50] twitter,chat [37] twitter,chats [24] free,marketing [20] marketing,certifications [15] courses,see [12] see,image Top Word Pairs in Tweet in G6:
[19] mscnoticias,#quedateencasa [19] tiempos,cuarentena [17] covid,19 [17] agenda,cultural [12] cultural,tiempos [12] #quedateencasa,webinars [12] webinars,gratuitos [12] gratuitos,estimular [12] estimular,organizaciones [12] organizaciones,tiempos Top Word Pairs in Tweet in G7:
[40] great,share [26] share,joepulizzi [21] #cmworld,2019 [15] full,video [15] content,marketing [12] daily,conversation [12] conversation,report [12] report,ready [12] ready,#cmworld [12] #deepthoughts,#cmworld Top Word Pairs in Tweet in G8:
[14] content,marketing [14] wanted,extend [13] extend,invitation [10] invitation,friends [8] friends,#cmworld [6] #cmworld,#contentchat [6] #contentchat,communities [6] communities,live [6] #marketing,suffer [4] suffer,inconsistent Top Word Pairs in Tweet in G9:
[16] cmicontent,a5 [9] cmicontent,a2 [9] podcast411,cmicontent [9] cmicontent,a6 [9] cmicontent,a1 [9] cmicontent,a7 [9] cmicontent,#cmworld [9] cmicontent,a4 [8] social,media [8] vrajshahspeaks,cmicontent Top Word Pairs in Tweet in G10:
[10] mbalogh,cmicontent [8] cmicontent,a3 [7] cmicontent,a4 [5] buddyscalera,cullmann [5] cmicontent,a1 [5] cmicontent,a2 [5] cmicontent,buddyscalera [4] lane_anderson,cmicontent [4] best,marketing [4] marketing,related 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 Tweeters in Entire Graph:
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