The graph represents a network of 1,583 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 October 2020 at 18:23 UTC.
The requested start date was Wednesday, 21 October 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 21-day, 6-hour, 58-minute period from Tuesday, 29 September 2020 at 16:48 UTC to Tuesday, 20 October 2020 at 23:46 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 : 1583
Unique Edges : 2936
Edges With Duplicates : 11607
Total Edges : 14543
Number of Edge Types : 5
Mentions : 5407
Retweet : 2162
MentionsInRetweet : 3563
Replies to : 2006
Tweet : 1405
Self-Loops : 1426
Reciprocated Vertex Pair Ratio : 0.151185137732223
Reciprocated Edge Ratio : 0.262659988870339
Connected Components : 167
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 1372
Maximum Edges in a Connected Component : 14275
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.970468
Graph Density : 0.00215269220294964
Modularity : 0.192018
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,583 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 October 2020 at 18:23 UTC.
The requested start date was Wednesday, 21 October 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 21-day, 6-hour, 58-minute period from Tuesday, 29 September 2020 at 16:48 UTC to Tuesday, 20 October 2020 at 23:46 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:
[563] content,marketing [177] cmicontent,#cmworld [163] marketing,world [163] 50,top [161] top,b2b [149] influencers,follow [148] follow,2021 [146] b2b,content [141] marketing,influencers [140] 2021,#cmworld Top Word Pairs in Tweet in G1:
[191] content,marketing [59] sydnicraighart,#cmworld [57] day,#cmworld [53] 50,top [53] #cmworld,keynote [52] marketing,world [50] top,b2b [49] drewdavishere,#cmworld [39] follow,2021 [38] looking,forward Top Word Pairs in Tweet in G2:
[89] content,marketing [66] cmicontent,#cmworld [43] marketing,world [18] content,marketers [15] #cmworld,speakers [15] solutions,hub [15] creative,#cmworld [14] #cmworld,community [14] stop,thinking [14] thinking,aren Top Word Pairs in Tweet in G3:
[52] #cmworld,#contentmarketing [49] content,marketing [26] #cmworld,cmicontent [25] #contentmarketing,#digitalmarketing [24] cmicontent,#cmworld [23] cmicontent,a1 [19] jessikaphillips,#cmworld [18] #contentmarketing,#cmworld [17] cmicontent,mdeziel [17] #cmworld,#digitalmarketing Top Word Pairs in Tweet in G4:
[66] 13,16 [65] october,13 [62] 16,miss [59] experience,best [56] excited,#cmworld [52] miss,epic [52] epic,experience [51] getting,excited [48] happening,october [46] #cmworld,happening Top Word Pairs in Tweet in G5:
[98] content,marketing [68] b2b,content [67] 50,top [67] top,b2b [67] marketing,influencers [67] influencers,follow [67] follow,2021 [66] 2021,#cmworld [12] marketing,world [9] marketing,awards Top Word Pairs in Tweet in G6:
[39] #cmworld,#cmworldeur [27] content,marketing [20] european,edition [14] world,european [12] marketing,world [8] edition,#cmworldeur [8] event,planet [7] #cmworld,european [7] european,online [7] online,edition Top Word Pairs in Tweet in G7:
[18] cmicontent,#cmworld [14] content,marketing [9] moninaw,cmcphillips [8] #cmworld,keynote [8] cmicontent,moninaw [6] marketing,world [6] thank,#cmworld [6] talk,customers [6] berrakbiz,carmenhill [6] carmenhill,bertvanloon Top Word Pairs in Tweet in G8:
[15] cmicontent,#cmworld [13] content,marketing [13] don,discourage [13] discourage,audience [13] audience,using [13] using,complex [13] complex,words [13] words,#content [13] #content,virtualpenny [13] virtualpenny,cmicontent Top Word Pairs in Tweet in G9:
[24] #cmworld,aublogging [10] key,parts [10] parts,accepting [10] accepting,guest [10] guest,articles [10] articles,blog [10] blog,#bloggingtips [10] #bloggingtips,#cmworld [10] keep,readers [10] readers,engaged Top Word Pairs in Tweet in G10:
[16] 50,top [16] top,b2b [16] b2b,content [16] content,marketing [16] marketing,influencers [16] influencers,follow [16] follow,2021 [16] 2021,#cmworld [16] #cmworld,#digitalmarketing [16] #digitalmarketing,#marketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 Tweeters in Entire Graph:
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Top Tweeters in G10: