The graph represents a network of 1,213 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, 01 July 2020 at 18:27 UTC.
The requested start date was Wednesday, 01 July 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 60-day, 9-hour, 33-minute period from Friday, 01 May 2020 at 10:18 UTC to Tuesday, 30 June 2020 at 19:51 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 : 1213
Unique Edges : 1860
Edges With Duplicates : 7447
Total Edges : 9307
Number of Edge Types : 5
Replies to : 2316
Mentions : 3174
MentionsInRetweet : 1830
Tweet : 852
Retweet : 1135
Self-Loops : 866
Reciprocated Vertex Pair Ratio : 0.164966584593739
Reciprocated Edge Ratio : 0.283212560386473
Connected Components : 49
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1128
Maximum Edges in a Connected Component : 9095
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.77338
Graph Density : 0.00225282214948618
Modularity : 0.204443
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,213 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, 01 July 2020 at 18:27 UTC.
The requested start date was Wednesday, 01 July 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 60-day, 9-hour, 33-minute period from Friday, 01 May 2020 at 10:18 UTC to Tuesday, 30 June 2020 at 19:51 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:
[276] cmicontent,#cmworld [242] content,marketing [97] twitter,chat [91] cmicontent,a3 [86] cmicontent,a1 [82] cmicontent,a2 [80] #cmworld,chat [76] social,media [75] cmicontent,a7 [73] cmicontent,a4 Top Word Pairs in Tweet in G1:
[71] cmicontent,#cmworld [54] content,marketing [50] #cmworld,#webinar [34] #cmworld,chat [32] twitter,chat [32] anngynn,cmicontent [30] #cmworld,twitter [30] demand,generation [30] tech,talk [30] social,media Top Word Pairs in Tweet in G2:
[93] cmicontent,#cmworld [71] cmicontent,a3 [65] cmicontent,a1 [62] content,marketing [61] inkandcopy,cmicontent [59] cmicontent,a2 [57] cmicontent,a7 [56] cmicontent,a4 [52] #cmworld,diana [50] cmicontent,a6 Top Word Pairs in Tweet in G3:
[84] cmicontent,#cmworld [33] #content,create [28] content,marketing [28] joepulizzi,cmicontent [19] asks,joepulizzi [18] create,distribute [18] distribute,different [18] different,anything [18] anything,asks [15] job,create Top Word Pairs in Tweet in G4:
[19] online,learning [18] free,online [18] certifications,courses [13] free,marketing [13] marketing,certifications [13] courses,see [13] see,image [13] image,free [13] online,trainings [13] trainings,offered Top Word Pairs in Tweet in G5:
[25] demand,generation [24] generation,summit [14] cmicontent,#cmworld [13] demand,gen [12] gen,summit [12] 30pm,edt [12] great,share [12] share,joepulizzi [10] tylerlessard,gehughesvideo [7] ardath421,#cmworld Top Word Pairs in Tweet in G6:
[25] #twittersmarter,#smechat [25] #smechat,#winniesun [17] #winniesun,#cmworld [17] #cmworld,#tacochat [16] #tacochat,#bizapaloozachat [16] #bizapaloozachat,#adweekchat [12] shoutout,#twittersmarter [12] #adweekchat,#tweetchat [12] liked,today's [12] today's,#agencychat Top Word Pairs in Tweet in G7:
[23] content,performance [9] culture,content [8] entire,organization [7] important,entire [7] organization,develop [7] develop,culture [6] cmicontent,#cmworld [6] create,content [6] content,marketing [6] structure,team Top Word Pairs in Tweet in G8:
[79] content,marketing [10] twitter,chat [8] #cmworld,#webinar [7] #cmworld,twitter [6] daily,conversation [6] conversation,report [6] report,ready [6] ready,#cmworld [5] marketing,instituterogercparker [5] #cmworld,community Top Word Pairs in Tweet in G9:
[37] #seo,#smm [37] #smm,#marketing [37] #marketing,#blog [37] #blog,#blogger [37] #blogger,#contentmarketing [32] #contentmarketing,#crowdfunding [32] #crowdfunding,#win [27] #win,#contest [19] #contest,#giveaway [19] #giveaway,#influencermarketing Top Word Pairs in Tweet in G10:
[3] #content,marketing [3] marketing,minute [2] minute,#cmworld 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 G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: