The graph represents a network of 1,072 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, 21 April 2021 at 18:16 UTC.
The requested start date was Wednesday, 21 April 2021 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 78-day, 16-hour, 14-minute period from Monday, 01 February 2021 at 06:11 UTC to Tuesday, 20 April 2021 at 22:25 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 : 1072
Unique Edges : 1600
Edges With Duplicates : 8531
Total Edges : 10131
Number of Edge Types : 5
Mentions : 3242
MentionsInRetweet : 1890
Replies to : 2770
Tweet : 1019
Retweet : 1210
Self-Loops : 1033
Reciprocated Vertex Pair Ratio : 0.200715421303657
Reciprocated Edge Ratio : 0.334326381992718
Connected Components : 54
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 989
Maximum Edges in a Connected Component : 9971
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.767145
Graph Density : 0.00263127639115348
Modularity : 0.168934
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,072 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, 21 April 2021 at 18:16 UTC.
The requested start date was Wednesday, 21 April 2021 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 78-day, 16-hour, 14-minute period from Monday, 01 February 2021 at 06:11 UTC to Tuesday, 20 April 2021 at 22:25 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:
[164] cmicontent,#cmworld [160] content,marketing [136] social,media [124] cmicontent,a1 [107] cmicontent,a2 [100] cmicontent,a3 [95] #cmworld,chat [92] cmicontent,a5 [80] cmicontent,a4 [79] twitter,chat Top Word Pairs in Tweet in G1:
[74] #cmworld,#webinar [62] content,marketing [43] #cmworld,chat [43] cmicontent,#cmworld [35] twitter,chat [29] see,#cmworld [29] social,media [27] today,#cmworld [25] #cmworld,twitter [23] marketing,world Top Word Pairs in Tweet in G2:
[74] cmicontent,a1 [70] cmicontent,a2 [52] cmicontent,a5 [51] rkwendte,cmicontent [51] cmicontent,a3 [50] cmicontent,#cmworld [41] cmicontent,a4 [39] content,marketing [37] todcordill,cmicontent [35] today,#cmworld Top Word Pairs in Tweet in G3:
[39] social,media [20] social,listening [14] #cmworld,studio [12] sarahgoodall,crestodina [11] cmicontent,yes [11] cmcphillips,cmicontent [10] cmicontent,a1 [10] cmicontent,a3 [10] content,marketing [10] #cmworld,webinar Top Word Pairs in Tweet in G4:
[30] 12,pm [25] twitter,chat [22] cmicontent,#cmworld [22] cmicontent,a6 [20] cmicontent,a3 [19] liked,today's [19] today's,#agencychat [19] #agencychat,twitter [19] chat,check [19] check,favorites Top Word Pairs in Tweet in G5:
[10] #cmworld,2020 [9] content,marketing [7] #cmworld,content [7] content,convos [4] daily,#cmworld [3] #cmworld,#contentmarketing [3] #cmworld,2019 [3] joe,pulizzi [3] latest,online [3] online,marketer Top Word Pairs in Tweet in G6:
[7] social,media [4] cmicontent,a2 [3] twitter,chats [3] vrajshahspeaks,cmicontent [3] cmicontent,know [3] live,video [3] live,#cmworld [3] cmicontent,a1 [3] cmicontent,a7 [3] cmicontent,a4 Top Word Pairs in Tweet in G7:
[15] fyi,strategy [15] strategy,longterm [15] longterm,vision [15] vision,goals [15] goals,tactic [15] tactic,action [15] action,example [15] example,strategy [15] strategy,become [15] become,content Top Word Pairs in Tweet in G8:
[16] #digitalmarketing,#cmworld [15] #contentmarketing,#digitalmarketing [14] content,marketing [10] know,traffic [10] traffic,comes [10] comes,regular [10] regular,readers [10] readers,parsely [10] parsely,visitors [9] visitors,return Top Word Pairs in Tweet in G9:
[4] fave,tweet [4] tweet,chats [4] #cmworld,#twittersmarter [4] #twittersmarter,yours [3] danalemaster,africatweetchat [3] africatweetchat,manoti__ [3] manoti__,a2 [3] a2,many [3] many,twitter [3] twitter,chats Top Word Pairs in Tweet in G10:
[15] ãƒ,ム[8] twitter,engagement [8] engagement,interact [8] interact,followers [8] followers,use [8] use,eye [8] eye,catchy [8] catchy,visuals [8] visuals,using [7] using,animoto 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: