The graph represents a network of 410 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, 19 March 2019 at 17:33 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 58-minute period from Sunday, 10 March 2019 at 01:16 UTC to Tuesday, 19 March 2019 at 17:14 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 : 410
Unique Edges : 848
Edges With Duplicates : 2792
Total Edges : 3640
Self-Loops : 535
Reciprocated Vertex Pair Ratio : 0.202664129400571
Reciprocated Edge Ratio : 0.337025316455696
Connected Components : 21
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 383
Maximum Edges in a Connected Component : 3490
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.950907
Graph Density : 0.00753771840896893
Modularity : 0.201809
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[100] seo,smm [100] smm,marketing [100] marketing,blog [100] blog,blogger [100] blogger,contentmarketing [98] contentmarketing,crowdfunding [98] crowdfunding,win [90] cmworld,twitter [82] win,contest [74] sent,dm Top Word Pairs in Tweet in G1:
[25] content,marketing [19] cmworld,chat [19] shareable,content [16] gt,gt [14] content,webinar [12] marketing,strategy [11] mix,media [11] media,plan [11] plan,content [11] strategy,good Top Word Pairs in Tweet in G2:
[33] cmicontent,a2 [30] cmicontent,a3 [30] cmicontent,a4 [28] cmicontent,a1 [28] cmicontent,a5 [27] johncloonan,cmicontent [27] cmicontent,dsimanoff [24] cmicontent,a6 [23] cmworld,chat [23] clkcontrl,cmicontent Top Word Pairs in Tweet in G3:
[13] cmworld,chat [12] thanks,much [11] cmicontent,genepetrovlmc [8] create,culture [8] culture,trust [8] cmicontent,hey [7] cmicontent,thanks [7] don,t [7] great,leaders [7] leaders,inspire Top Word Pairs in Tweet in G4:
[55] cmworld,2019 [47] save,date [47] date,linkedinexpert [47] linkedinexpert,govengreso [47] govengreso,speaking [47] speaking,cmworld [47] 2019,attend [47] attend,event [47] event,great [47] great,week Top Word Pairs in Tweet in G5:
[16] instagram,facebook [16] facebook,outage [16] outage,reminds [16] reminds,old [16] old,robert_rose [16] robert_rose,joepulizzi [16] joepulizzi,saying [16] saying,don [16] don,t [16] t,build Top Word Pairs in Tweet in G6:
[10] comes,leadership [8] leadership,focus [8] focus,being [8] being,human [8] human,lead [8] lead,based [8] based,audience's [8] audience's,needs [8] needs,business's [8] heidicohen,comes Top Word Pairs in Tweet in G7:
[75] cmworld,twitter [15] great,share [15] share,joepulizzi [10] content,marketing [10] cmworld,chat [10] mikemyers614,moninaw [8] joepulizzi,cmicontent [8] cmicontent,mikemyers614 [8] cmicontent,genepetrovlmc [6] marketing,world Top Word Pairs in Tweet in G8:
[100] seo,smm [100] smm,marketing [100] marketing,blog [100] blog,blogger [100] blogger,contentmarketing [98] contentmarketing,crowdfunding [98] crowdfunding,win [82] win,contest [74] sent,dm [74] dm,seo Top Word Pairs in Tweet in G9:
[3] stmaclennan,cmicontent [3] mikemyers614,stmaclennan [3] cmworld,more [3] more,good [3] good,info [3] info,handle [3] handle,scanners [3] scanners,those [3] those,glance [3] glance,blogs Top Word Pairs in Tweet in G10:
[6] content,marketing [5] mastering,content [5] marketing,creating [5] creating,visual [5] visual,content [5] content,youtube [3] youtube,cmicontent [2] contentmarketing,cmworld [2] cmworld,visualcontent [2] visualcontent,contentstrategy 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 G6:
Top Replied-To in G9:
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 G6:
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: