The graph represents a network of 1,530 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, 28 October 2020 at 18:26 UTC.
The requested start date was Wednesday, 28 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, 7-hour, 24-minute period from Tuesday, 06 October 2020 at 16:03 UTC to Tuesday, 27 October 2020 at 23:27 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 : 1530
Unique Edges : 2835
Edges With Duplicates : 11480
Total Edges : 14315
Number of Edge Types : 5
Mentions : 5444
MentionsInRetweet : 3313
Retweet : 2029
Replies to : 2134
Tweet : 1395
Self-Loops : 1418
Reciprocated Vertex Pair Ratio : 0.152774707052841
Reciprocated Edge Ratio : 0.265055619485999
Connected Components : 173
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 1303
Maximum Edges in a Connected Component : 14034
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.97408
Graph Density : 0.0022288051911412
Modularity : 0.184907
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,530 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, 28 October 2020 at 18:26 UTC.
The requested start date was Wednesday, 28 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, 7-hour, 24-minute period from Tuesday, 06 October 2020 at 16:03 UTC to Tuesday, 27 October 2020 at 23:27 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:
[534] content,marketing [177] cmicontent,#cmworld [170] 50,top [168] top,b2b [156] influencers,follow [155] follow,2021 [151] b2b,content [147] marketing,influencers [147] 2021,#cmworld [140] marketing,world Top Word Pairs in Tweet in G1:
[172] content,marketing [61] 50,top [59] top,b2b [58] sydnicraighart,#cmworld [53] #cmworld,keynote [51] day,#cmworld [50] drewdavishere,#cmworld [48] influencers,follow [48] follow,2021 [45] cmicontent,#cmworld Top Word Pairs in Tweet in G2:
[72] content,marketing [56] cmicontent,#cmworld [36] marketing,world [21] content,marketers [21] audience,algorithm [21] algorithm,jaybaer [20] cmicontent,mdeziel [20] cmicontent,a1 [18] twitter,chat [18] jaybaer,question Top Word Pairs in Tweet in G3:
[41] solutions,hub [30] content,marketing [26] virtual,booth [22] modus,booth [19] #cmworld,2020 [19] #cmworld,attendees [18] chance,win [17] next,week [17] day,#cmworld [16] #cmworld,speakers Top Word Pairs in Tweet in G4:
[97] content,marketing [71] b2b,content [70] 50,top [70] top,b2b [70] marketing,influencers [70] influencers,follow [70] follow,2021 [69] 2021,#cmworld [12] 2020,content [10] marketing,world Top Word Pairs in Tweet in G5:
[56] #cmworld,#contentmarketing [55] content,marketing [28] #contentmarketing,#digitalmarketing [22] #contentmarketing,#cmworld [21] #cmworld,#digitalmarketing [16] justfolayo,#cmworld [14] #digitalmarketing,#cmworld [11] improve,content [11] pay,attention [10] #cmworld,#marketing Top Word Pairs in Tweet in G6:
[39] cmicontent,#cmworld [24] #cmworld,cmicontent [20] content,marketing [18] jessikaphillips,#cmworld [11] day,#cmworld [10] marketing,world [9] mdeziel,#cmworld [9] purpose,driven [8] content,ideas [8] consistent,process Top Word Pairs in Tweet in G7:
[21] cmicontent,#cmworld [14] don,discourage [14] discourage,audience [14] audience,using [14] using,complex [14] complex,words [14] words,#content [14] #content,virtualpenny [14] virtualpenny,cmicontent [13] ask,question Top Word Pairs in Tweet in G8:
[31] #cmworld,#cmworldeur [23] content,marketing [13] european,edition [10] world,european [9] marketing,world [8] edition,#cmworldeur [7] #cmworldeur,#cmworld [6] european,panel [6] first,#cmworld [5] #cmworld,european Top Word Pairs in Tweet in G9:
[36] getting,excited [36] excited,#cmworld [36] october,13 [36] 13,16 [36] 16,miss [36] experience,best [33] #cmworld,happening [33] happening,october [33] miss,epic [33] epic,experience Top Word Pairs in Tweet in G10:
[19] 50,top [19] top,b2b [19] b2b,content [19] content,marketing [19] marketing,influencers [19] influencers,follow [19] follow,2021 [19] 2021,#cmworld [17] #cmworld,#digitalmarketing [17] #digitalmarketing,#marketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G7:
Top Replied-To in G8:
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 G5:
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Top Tweeters in G10: