The graph represents a network of 1,296 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, 19 August 2020 at 18:17 UTC.
The requested start date was Wednesday, 19 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 78-day, 14-hour, 9-minute period from Monday, 01 June 2020 at 09:27 UTC to Tuesday, 18 August 2020 at 23:36 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 : 1296
Unique Edges : 2048
Edges With Duplicates : 9178
Total Edges : 11226
Number of Edge Types : 5
Retweet : 1407
MentionsInRetweet : 2146
Tweet : 1235
Mentions : 3525
Replies to : 2913
Self-Loops : 1264
Reciprocated Vertex Pair Ratio : 0.17039641943734
Reciprocated Edge Ratio : 0.291177273968861
Connected Components : 60
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 1203
Maximum Edges in a Connected Component : 11027
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.74844
Graph Density : 0.00218134801468135
Modularity : 0.193732
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,296 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, 19 August 2020 at 18:17 UTC.
The requested start date was Wednesday, 19 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 78-day, 14-hour, 9-minute period from Monday, 01 June 2020 at 09:27 UTC to Tuesday, 18 August 2020 at 23:36 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:
[278] content,marketing [271] cmicontent,#cmworld [178] twitter,chat [143] #cmworld,chat [140] #cmworld,twitter [111] cmicontent,a1 [107] cmicontent,a3 [105] cmicontent,a2 [96] social,media [80] cmicontent,a4 Top Word Pairs in Tweet in G1:
[78] cmicontent,#cmworld [73] #cmworld,twitter [71] twitter,chat [71] content,marketing [57] #cmworld,chat [40] marketing,world [39] #cmworld,#webinar [37] cmicontent,govengreso [33] content,marketers [33] next,week Top Word Pairs in Tweet in G2:
[122] cmicontent,#cmworld [92] cmicontent,a1 [82] cmicontent,a3 [81] content,marketing [77] cmicontent,a2 [74] #cmworld,chat [63] cmicontent,a7 [60] cmicontent,a5 [59] cmicontent,a4 [55] social,media Top Word Pairs in Tweet in G3:
[44] cmicontent,#cmworld [25] content,marketing [22] twitter,chat [21] #digitalmarketing,#cmworld [18] #twittersmarter,#smechat [18] #smechat,#winniesun [17] liked,today's [17] today's,#agencychat [17] #agencychat,twitter [17] chat,check Top Word Pairs in Tweet in G4:
[19] content,performance [19] content,marketing [12] cmicontent,#cmworld [7] marketing,world [6] performance,culture [5] important,entire [5] entire,organization [5] organization,develop [5] develop,culture [5] culture,content Top Word Pairs in Tweet in G5:
[60] content,marketing [13] twitter,chat [12] daily,conversation [12] conversation,report [12] report,ready [12] ready,#cmworld [10] #cmworld,twitter [7] #cmworld,#webinar [7] insights,#cmworld [7] #cmworld,jul Top Word Pairs in Tweet in G6:
[6] content,plan [6] status,quo [5] buyer's,journey [4] content,strategy [4] cmicontent,#cmworld [4] tech,talk [4] cmicontent,mistake [4] mistake,content [4] plan,#contentstrategy [4] #contentstrategy,garrettruiz18 Top Word Pairs in Tweet in G7:
[9] cmicontent,#cmworld [7] juliaemccoy,cmicontent [6] wow,pure [6] pure,awesome [6] awesome,juliaemccoy [6] #cmworld,#contentmarketing [6] #contentmarketing,#agencychat [5] elanaleoni,wow [4] agorapulse,liked [4] liked,today's Top Word Pairs in Tweet in G8:
[12] tweet,chats [11] social,online [11] online,media [10] africatweetchat,a8 [10] a8,#twittersmarter [10] #twittersmarter,twitter [10] twitter,marketing [10] marketing,trends [10] trends,#bufferchat [10] #bufferchat,social Top Word Pairs in Tweet in G9:
[70] #seo,#smm [70] #smm,#marketing [70] #marketing,#blog [70] #blog,#blogger [70] #blogger,#contentmarketing [56] #contentmarketing,#crowdfunding [54] #crowdfunding,#win [48] #win,#contest [45] #contest,#giveaway [45] #giveaway,#influencermarketing Top Word Pairs in Tweet in G10:
[7] re,hiring [7] hiring,take [7] take,note [7] note,#contentmarketing [7] #contentmarketing,peeps [7] peeps,bestjobsinvan [7] bestjobsinvan,#contentchat [7] #contentchat,#cmworld [7] #cmworld,#vcbuzz [7] #vcbuzz,#blackcontentmarketing 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 Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
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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: