The graph represents a network of 1,234 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, 19 December 2019 at 05:37 UTC.
The requested start date was Wednesday, 18 December 2019 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 40-day, 15-hour, 57-minute period from Thursday, 07 November 2019 at 08:32 UTC to Wednesday, 18 December 2019 at 00:30 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 : 1234
Unique Edges : 2500
Edges With Duplicates : 5591
Total Edges : 8091
Number of Edge Types : 3
Mentions : 4749
Replies to : 2141
Tweet : 1201
Self-Loops : 1201
Reciprocated Vertex Pair Ratio : 0.147068906410696
Reciprocated Edge Ratio : 0.256425582785415
Connected Components : 87
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 1088
Maximum Edges in a Connected Component : 7721
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.871263
Graph Density : 0.0021991137821208
Modularity : 0.233106
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,234 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, 19 December 2019 at 05:37 UTC.
The requested start date was Wednesday, 18 December 2019 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 40-day, 15-hour, 57-minute period from Thursday, 07 November 2019 at 08:32 UTC to Wednesday, 18 December 2019 at 00:30 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:
[242] cmicontent,#cmworld [178] content,marketing [149] #smm,#marketing [147] #seo,#smm [147] #marketing,#blog [147] #blog,#blogger [147] #blogger,#contentmarketing [132] #contentmarketing,#crowdfunding [118] #crowdfunding,#win [94] #win,#contest Top Word Pairs in Tweet in G1:
[91] cmicontent,#cmworld [46] content,marketing [45] isocialfanz,cmicontent [26] #cmworld,chat [26] future,#marketing [26] #marketing,relatability [26] relatability,isocialfanz [22] remote,work [20] content,marketers [17] relatability,#marketing Top Word Pairs in Tweet in G2:
[45] content,marketing [45] cmicontent,crestodina [44] #cmworld,chat [36] cmicontent,a2 [35] cmicontent,#cmworld [34] b2the7,cmicontent [32] socialsheek,_amysparkles [31] cmicontent,socialsheek [31] cmicontent,a1 [30] rkwendte,cmicontent Top Word Pairs in Tweet in G3:
[55] cmicontent,#cmworld [24] content,marketing [19] #cmworld,twitter [18] twitter,chat [14] #contentmarketing,#cmworld [12] brands,start [12] start,customizing [12] customizing,#content [12] #content,individual [12] individual,audiences Top Word Pairs in Tweet in G4:
[40] joepulizzi,cmicontent [29] cmicontent,#cmworld [19] #print,make [19] make,comeback [19] comeback,2020 [19] 2020,believe [19] believe,print [19] print,hit [19] hit,bottom [19] bottom,huge Top Word Pairs in Tweet in G5:
[12] content,marketing [12] content,pruning [9] #cmworld,chat [9] cmicontent,semrush's [9] semrush's,alinaseo [9] alinaseo,spoke [9] spoke,several [9] several,content [9] marketing,leaders [9] leaders,#cmworld Top Word Pairs in Tweet in G6:
[16] content,marketing [7] #contentmarketing,#cmworld [5] #marketingtips,#cmworld [5] daily,conversation [5] conversation,report [5] report,ready [5] ready,#cmworld [4] integrated,marketing [4] marketing,world [4] clear,needs Top Word Pairs in Tweet in G7:
[14] cmicontent,#cmworld [12] chrisdayley,cmicontent [10] content,marketing [10] lead,audience [10] audience,needs [10] needs,brand [10] brand,trail [10] trail,behind [10] behind,rroker [10] rroker,cmicontent Top Word Pairs in Tweet in G8:
[10] working,remotely [9] remote,work [8] social,media [6] home,office [5] cmicontent,#cmworld [5] cmicontent,a2 [5] cmcphillips,cmicontent [4] #cmworld,chat [4] right,#cmworld [4] dress,code Top Word Pairs in Tweet in G9:
[27] #mscnoticias,#cmworld [26] #news,#mscnoticias [10] #cmworld,#06dic [7] #negocios,#news [6] #cmworld,#04dic [5] grupo,venemergencia [5] venemergencia,consolida [5] consolida,nueva [5] nueva,plataforma [5] plataforma,asistencia Top Word Pairs in Tweet in G10:
[5] #cmworld,2019 [5] #marketing,video [4] content,marketing [3] cmicontent,a1 [3] cmicontent,a2 [3] #cmworld,chat [3] #socialmediamarketing,#marketing [3] #cmworld,2015 [3] excited,connect [3] connect,handful 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 G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: