The graph represents a network of 978 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 May 2020 at 18:27 UTC.
The requested start date was Wednesday, 06 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, 3-hour, 29-minute period from Tuesday, 24 March 2020 at 16:46 UTC to Tuesday, 05 May 2020 at 20:16 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 : 978
Unique Edges : 1408
Edges With Duplicates : 7385
Total Edges : 8793
Number of Edge Types : 5
Tweet : 1300
Mentions : 2571
Retweet : 1079
MentionsInRetweet : 1675
Replies to : 2168
Self-Loops : 1316
Reciprocated Vertex Pair Ratio : 0.192498870311794
Reciprocated Edge Ratio : 0.322849564228875
Connected Components : 61
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 799
Maximum Edges in a Connected Component : 8100
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.704555
Graph Density : 0.00276188741881265
Modularity : 0.170954
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 978 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 May 2020 at 18:27 UTC.
The requested start date was Wednesday, 06 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, 3-hour, 29-minute period from Tuesday, 24 March 2020 at 16:46 UTC to Tuesday, 05 May 2020 at 20:16 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:
[143] cmicontent,#cmworld [139] cmicontent,a2 [118] content,marketing [104] cmicontent,a1 [102] covid,19 [93] cmicontent,a5 [91] cmicontent,a3 [86] #cmworld,chat [84] cmicontent,a4 [80] cmicontent,a6 Top Word Pairs in Tweet in G1:
[36] podcast411,cmicontent [35] content,marketing [27] #cmworld,chat [23] cmicontent,#cmworld [20] twitter,chat [20] cmicontent,a2 [18] #cmworld,#webinar [17] #cmworld,twitter [16] covid,19 [16] during,crisis Top Word Pairs in Tweet in G2:
[95] cmicontent,a2 [75] cmicontent,#cmworld [66] cmicontent,a1 [62] cmicontent,a3 [57] cmicontent,a4 [52] cmicontent,a6 [51] cmicontent,a5 [47] lhcontent,cmicontent [41] cmicontent,a7 [40] cmicontent,cmcphillips Top Word Pairs in Tweet in G3:
[56] #seo,#smm [56] #smm,#marketing [56] #marketing,#blog [56] #blog,#blogger [56] #blogger,#contentmarketing [38] #contentmarketing,#crowdfunding [24] #crowdfunding,#win [18] #win,#contest [12] book,#coronamarketing [10] wanted,extend Top Word Pairs in Tweet in G4:
[21] cmicontent,#cmworld [20] #cmworld,chat [20] twitter,chat [18] #cmworld,twitter [15] #cmworld,2019 [15] rob,walch [15] walch,podcast411 [15] podcast411,sorry [15] sorry,virginia [15] virginia,such Top Word Pairs in Tweet in G5:
[65] covid,19 [44] #covid,19 [43] mscnoticias,#quedateencasa [29] tiempos,cuarentena [26] #mscnoticias,#cmworld [22] #news,#mscnoticias [18] agenda,cultural [18] cultural,tiempos [15] 19,#salud [15] #cmworld,#30mar Top Word Pairs in Tweet in G6:
[16] great,share [16] share,joepulizzi [13] #cmworld,2019 [11] content,marketing [10] full,video [7] #muhameds,best [7] best,awards [7] awards,winning [7] winning,carts [7] carts,check Top Word Pairs in Tweet in G7:
[14] content,marketing [8] during,#covid19 [7] #marketing,suffer [7] suffer,inconsistent [7] inconsistent,messaging [7] messaging,reduce [7] reduce,content [7] marketing,communications [7] #cmworld,#digitalmarketing [6] communications,pr Top Word Pairs in Tweet in G8:
[14] anngynn,cmicontent [8] accurate,#content [8] #content,necessity [8] necessity,anngynn [8] brand,associated [6] cmicontent,#cmworld [5] #factchecking,#cmworld [4] cmicontent,donâ [4] donâ,brand [4] associated,misinformation Top Word Pairs in Tweet in G9:
[9] cmicontent,a5 [7] podcast411,cmicontent [6] cmicontent,a2 [5] cmicontent,a7 [4] talk,attending [4] attending,#twitterchats [4] #twitterchats,call [4] call,self [4] self,marketer [4] marketer,#semrushchat Top Word Pairs in Tweet in G10:
[9] cmicontent,youtube [9] youtube,channel [9] channel,re [9] #cmworld,2019 [9] 2019,sessions [8] cmcphillips,check [8] check,cmicontent [8] re,sharing [8] sharing,full [8] full,length Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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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:
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Top Tweeters in G10: