The graph represents a network of 1,206 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, 09 September 2020 at 18:17 UTC.
The requested start date was Wednesday, 09 September 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 69-day, 18-hour, 48-minute period from Wednesday, 01 July 2020 at 04:41 UTC to Tuesday, 08 September 2020 at 23:30 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 : 1206
Unique Edges : 1961
Edges With Duplicates : 8435
Total Edges : 10396
Number of Edge Types : 5
Retweet : 1342
MentionsInRetweet : 2124
Replies to : 2645
Mentions : 3161
Tweet : 1124
Self-Loops : 1149
Reciprocated Vertex Pair Ratio : 0.164650537634409
Reciprocated Edge Ratio : 0.282746682054241
Connected Components : 64
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1114
Maximum Edges in a Connected Component : 10234
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.799072
Graph Density : 0.00238503196328179
Modularity : 0.193805
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,206 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, 09 September 2020 at 18:17 UTC.
The requested start date was Wednesday, 09 September 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 69-day, 18-hour, 48-minute period from Wednesday, 01 July 2020 at 04:41 UTC to Tuesday, 08 September 2020 at 23:30 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:
[261] cmicontent,#cmworld [225] content,marketing [141] #cmworld,chat [134] twitter,chat [107] cmicontent,a2 [106] #cmworld,twitter [102] cmicontent,a1 [98] cmicontent,a3 [90] social,media [83] #seo,#smm Top Word Pairs in Tweet in G1:
[63] content,marketing [58] #cmworld,chat [52] cmicontent,#cmworld [38] #cmworld,twitter [34] twitter,chat [34] next,week [34] #cmworld,#webinar [30] marketing,world [27] #webinar,#cmworld [26] today's,#webinar Top Word Pairs in Tweet in G2:
[96] cmicontent,#cmworld [78] cmicontent,a3 [77] cmicontent,a1 [76] cmicontent,a2 [71] #cmworld,chat [62] content,marketing [59] cmicontent,a5 [55] cmicontent,a7 [51] cmicontent,a4 [48] cmicontent,a6 Top Word Pairs in Tweet in G3:
[87] cmicontent,#cmworld [35] content,marketing [34] cmicontent,govengreso [34] social,media [23] #cmworld,twitter [23] twitter,chat [20] jonathan,crossfield [20] crossfield,kimota [20] accuracy,social [20] media,cmicontent Top Word Pairs in Tweet in G4:
[30] twitter,chat [27] liked,today's [27] today's,#agencychat [27] #agencychat,twitter [27] chat,check [27] check,favorites [27] favorites,#twittersmarter [26] #smechat,#winniesun [25] #twittersmarter,#smechat [17] agorapulse,liked Top Word Pairs in Tweet in G5:
[27] content,marketing [10] daily,conversation [10] conversation,report [10] report,ready [10] ready,#cmworld [8] marketing,world [8] #cmworld,twitter [8] twitter,chat [7] #cmworld,jul [6] #cmworld,2019 Top Word Pairs in Tweet in G6:
[17] content,marketing [9] #digitalmarketing,#cmworld [9] know,heart [9] heart,great [9] great,content [9] marketing,storytelling [9] storytelling,keep [9] keep,content [9] content,alive [9] alive,become Top Word Pairs in Tweet in G7:
[4] planning,content [4] content,each [4] each,phase [4] phase,buyer's [4] buyer's,journey [4] journey,critical [4] critical,setting [4] setting,foundations [4] foundations,high [4] high,velocity Top Word Pairs in Tweet in G8:
[79] #seo,#smm [79] #smm,#marketing [79] #marketing,#blog [79] #blog,#blogger [79] #blogger,#contentmarketing [66] #contentmarketing,#crowdfunding [64] #crowdfunding,#win [58] #win,#contest [56] #contest,#giveaway [55] #giveaway,#influencermarketing Top Word Pairs in Tweet in G9:
[5] data,data [4] cmicontent,a7 [4] content,marketing [3] make,sure [3] customer,journey [3] cmicontent,#cmworld [3] a3,tons [3] tons,great [3] great,free [3] free,quick 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:
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Top Replied-To in G4:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: