The graph represents a network of 621 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, 24 September 2019 at 17:19 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 39-minute period from Sunday, 15 September 2019 at 06:36 UTC to Tuesday, 24 September 2019 at 17:15 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 : 621
Unique Edges : 1335
Edges With Duplicates : 2181
Total Edges : 3516
Self-Loops : 438
Reciprocated Vertex Pair Ratio : 0.153742414025624
Reciprocated Edge Ratio : 0.266510812390415
Connected Components : 68
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 495
Maximum Edges in a Connected Component : 3298
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.997176
Graph Density : 0.00444392499090956
Modularity : 0.292891
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[118] content,marketing [58] #seo,#smm [58] #smm,#marketing [58] #marketing,#blog [58] #blog,#blogger [58] #blogger,#contentmarketing [58] #contentmarketing,#crowdfunding [58] #crowdfunding,#win [58] #win,#contest [58] #contest,#giveaway Top Word Pairs in Tweet in G1:
[41] content,marketing [23] marketing,world [16] b2b,influencer [16] influencer,marketing [15] build,trust [12] #contentmarketing,#cmworld [11] don,t [9] trust,10 [9] 10,lessons [9] lessons,content Top Word Pairs in Tweet in G2:
[32] cmicontent,a3 [29] genepetrovlmc,cmicontent [29] cmicontent,a1 [28] cmicontent,a2 [25] twitter,chat [25] cmicontent,a5 [25] cmicontent,a4 [24] cmicontent,yes [24] ausmericangirl,cmicontent [22] cmicontent,a7 Top Word Pairs in Tweet in G3:
[21] content,marketing [18] #cmworld,#webinar [14] twitter,chat [13] #cmworld,hashtag [10] andrewandpete,#cmworld [9] marketing,efforts [9] hope,join [8] mental,health [8] cmicontent,#cmworld [8] #cmworld,#contentmarketing Top Word Pairs in Tweet in G4:
[19] content,marketing [5] marketing,world [5] #cmworld,#cmworldcommunity [5] #cmworldcommunity,#contentmarketing [3] heroic,results [3] results,b2b [3] b2b,influencer [3] influencer,marketing [3] marketing,advice [3] advice,ashley Top Word Pairs in Tweet in G5:
[4] nickathootsuite,hootsuite [4] hootsuite,kamichat [4] kamichat,jaybusselle [4] karchergroup,khetrific [4] bentleyu,courtjoram [4] courtjoram,dshiao [4] dshiao,manuelherrera33 [4] manuelherrera33,mdavecs [4] mdavecs,elenacsalazar [4] elenacsalazar,_iamcoachbrian Top Word Pairs in Tweet in G6:
[5] twitter,chats [5] chats,today [5] today,september [5] #vcbuzz,12pm [5] 12pm,est [3] september,24 [3] 24,#contentclubuk [3] #contentclubuk,11am [3] 11am,gmt [3] gmt,join Top Word Pairs in Tweet in G7:
[15] joderama,#cmworld [6] brand,s [6] s,#content [6] #content,success [6] success,lives [6] lives,dies [6] dies,distribution [6] distribution,promotion [6] promotion,choices [6] choices,joderama Top Word Pairs in Tweet in G8:
[10] list,active [10] active,#twitterchats [10] #twitterchats,marketers [10] marketers,1 [10] 1,#adweekchat [10] #adweekchat,2 [10] 2,#brandchat [10] #brandchat,3 [10] 3,#seotalk [10] #seotalk,4 Top Word Pairs in Tweet in G9:
[8] content,marketing [6] marketing,party [4] don,t [4] authority,building [4] #cmworld,2019 [4] 7,laws [4] laws,#content [4] #content,marketing [4] marketing,matter [4] matter,read Top Word Pairs in Tweet in G10:
[3] cmicontent,a6 [3] a6,#cmworld [3] #cmworld,one [3] one,those [3] those,people [3] people,equates [3] equates,success [3] success,staying [3] staying,office [3] office,until 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 G5:
Top Replied-To in G6:
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 G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: