The graph represents a network of 1,537 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, 05 August 2020 at 18:17 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 84-day, 4-hour, 23-minute period from Tuesday, 12 May 2020 at 16:07 UTC to Tuesday, 04 August 2020 at 20:31 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 : 1537
Unique Edges : 2512
Edges With Duplicates : 11177
Total Edges : 13689
Number of Edge Types : 5
MentionsInRetweet : 2540
Mentions : 4512
Tweet : 1350
Replies to : 3666
Retweet : 1621
Self-Loops : 1383
Reciprocated Vertex Pair Ratio : 0.168401874023946
Reciprocated Edge Ratio : 0.288260191579416
Connected Components : 60
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 1450
Maximum Edges in a Connected Component : 13479
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.789004
Graph Density : 0.00190144830297116
Modularity : 0.193239
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,537 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, 05 August 2020 at 18:17 UTC.
The requested start date was Wednesday, 05 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 84-day, 4-hour, 23-minute period from Tuesday, 12 May 2020 at 16:07 UTC to Tuesday, 04 August 2020 at 20:31 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:
[345] cmicontent,#cmworld [332] content,marketing [168] twitter,chat [149] #cmworld,chat [136] cmicontent,a3 [136] cmicontent,a2 [136] cmicontent,a1 [132] #cmworld,twitter [107] social,media [103] cmicontent,a7 Top Word Pairs in Tweet in G1:
[80] content,marketing [60] cmicontent,#cmworld [58] #cmworld,chat [57] #cmworld,#webinar [53] demand,generation [51] generation,summit [50] #cmworld,twitter [47] twitter,chat [41] marketing,world [35] learn,more Top Word Pairs in Tweet in G2:
[145] cmicontent,#cmworld [108] cmicontent,a1 [105] cmicontent,a3 [101] cmicontent,a2 [100] content,marketing [87] inkandcopy,cmicontent [87] cmicontent,a7 [81] #cmworld,chat [78] cmicontent,a4 [73] cmicontent,a6 Top Word Pairs in Tweet in G3:
[116] cmicontent,#cmworld [42] #content,create [41] joepulizzi,cmicontent [32] content,marketing [31] anngynn,cmicontent [27] asks,joepulizzi [25] create,distribute [25] distribute,different [25] different,anything [25] anything,asks Top Word Pairs in Tweet in G4:
[39] #smechat,#winniesun [36] #twittersmarter,#smechat [27] twitter,chat [24] #cmworld,#tacochat [24] liked,today's [24] today's,#agencychat [24] #agencychat,twitter [24] chat,check [24] check,favorites [24] favorites,#twittersmarter Top Word Pairs in Tweet in G5:
[24] #digitalmarketing,#cmworld [16] #contentmarketing,#digitalmarketing [15] #contentmarketing,#cmworld [14] audio,content [14] #marketing,#digitalmarketing [12] content,marketing [11] looking,update [11] update,marketing [11] marketing,covid [11] covid,19 Top Word Pairs in Tweet in G6:
[92] content,marketing [13] daily,conversation [13] conversation,report [13] report,ready [13] ready,#cmworld [12] twitter,chat [9] #cmworld,twitter [8] #cmworld,#webinar [7] insights,#cmworld [7] #cmworld,jul Top Word Pairs in Tweet in G7:
[13] cmicontent,#cmworld [7] #cmworld,#contentmarketing [6] juliaemccoy,cmicontent [5] wow,pure [5] pure,awesome [5] awesome,juliaemccoy [5] #contentmarketing,#agencychat [5] twitter,chat [4] elanaleoni,wow [3] juliaemccoy,#cmworld Top Word Pairs in Tweet in G8:
[27] cmicontent,govengreso [18] content,marketers [18] marketers,hobbies [18] hobbies,#cmworld [18] #cmworld,twitter [18] twitter,chat [18] chat,session [18] session,proves [18] proves,hobbies [18] hobbies,help Top Word Pairs in Tweet in G9:
[5] content,marketing [4] #cmworld,#contentmarketing [3] andreafryrear,melissatalcott [3] marketing,world [3] crucial,climate [3] climate,diverse [3] diverse,methods [3] methods,reaching [3] reaching,audience [3] audience,content Top Word Pairs in Tweet in G10:
[72] #seo,#smm [72] #smm,#marketing [72] #marketing,#blog [72] #blog,#blogger [72] #blogger,#contentmarketing [57] #contentmarketing,#crowdfunding [56] #crowdfunding,#win [48] #win,#contest [42] #contest,#giveaway [42] #giveaway,#influencermarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: