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, 23 March 2022 at 18:14 UTC.
The requested start date was Wednesday, 23 March 2022 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 111-day, 15-hour, 32-minute period from Wednesday, 01 December 2021 at 05:38 UTC to Tuesday, 22 March 2022 at 21:10 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 : 1559
Edges With Duplicates : 6953
Total Edges : 8512
Number of Edge Types : 5
Retweet : 1559
MentionsInRetweet : 2377
Mentions : 2085
Replies to : 1449
Tweet : 1042
Self-Loops : 1076
Reciprocated Vertex Pair Ratio : 0.131443298969072
Reciprocated Edge Ratio : 0.232346241457859
Connected Components : 84
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 886
Maximum Edges in a Connected Component : 8019
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.680511
Graph Density : 0.00229420126259459
Modularity : 0.184072
NodeXL Version : 1.0.1.449
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, 23 March 2022 at 18:14 UTC.
The requested start date was Wednesday, 23 March 2022 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 111-day, 15-hour, 32-minute period from Wednesday, 01 December 2021 at 05:38 UTC to Tuesday, 22 March 2022 at 21:10 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:
[332] content,marketing [282] cmicontent,#cmworld [172] #cmworld,community [164] #breakingnews,#ultimahora [106] #mscnoticias,#breakingnews [105] cmicontent,a5 [102] cmicontent,a2 [96] ask,#cmworld [95] cmicontent,a1 [93] twitter,chat Top Word Pairs in Tweet in G1:
[119] content,marketing [63] cmicontent,#cmworld [47] twitter,chat [40] #cmworld,community [38] #cmworld,chat [38] thanks,joining [36] ask,#cmworld [34] #cmworld,twitter [34] joining,today [32] #cmworld,#webinar Top Word Pairs in Tweet in G2:
[95] cmicontent,#cmworld [72] content,marketing [61] cmicontent,a2 [55] jeffrey_coyle,cmicontent [54] hijinxmarketing,cmicontent [51] cmicontent,a5 [50] cmicontent,a4 [50] cmicontent,a1 [46] cmicontent,a3 [40] cmicontent,a6 Top Word Pairs in Tweet in G3:
[62] cmicontent,#cmworld [52] #chataboutbrand,9am [46] #thecommunitychat,#smtlive [44] #smtlive,9am [44] 9am,#cmworld [42] #cmworld,9am [39] 9am,#chataboutbrand [38] twitter,chats [38] #vcbuzz,9am [33] #usabizparty,10 Top Word Pairs in Tweet in G4:
[56] content,marketing [56] #cmworld,community [46] truth,bombs [46] bombs,shared [46] shared,#cmworld [45] marketing,truth [45] community,2021 [44] 10,content [10] ask,#cmworld [7] #prls4308,#cmworld Top Word Pairs in Tweet in G5:
[22] michellengome,cmicontent [14] cmicontent,#cmworld [14] inclusive,marketing [12] cmicontent,a2 [12] cmicontent,a4 [12] smita_digimarke,cmicontent [11] cmicontent,a5 [10] cmicontent,a1 [10] social,media [9] cmicontent,a3 Top Word Pairs in Tweet in G6:
[164] #breakingnews,#ultimahora [106] #mscnoticias,#breakingnews [82] #ultimahora,#cmworld [61] #ultimahora,#venezuela [59] #venezuela,#cmworld [38] #mscnoticiaslatam,#breakingnews [15] #venezuela,#mscnoticias [14] #ultimahora,#latinoamerica [14] #latinoamerica,#cmworld [11] #mscnoticias,#venezuela Top Word Pairs in Tweet in G7:
[9] content,marketing [8] content,create [7] #smmw22,#cmworld [7] cmicontent,next [7] next,week [6] amazing,qs [6] qs,ask [6] ask,yourself [6] yourself,content [6] create,robert_rose Top Word Pairs in Tweet in G8:
[9] fave,tweet [9] tweet,chats [9] #twittersmarter,yours [6] content,marketing [5] lot,site [5] site,visitors [5] visitors,start [5] start,blog [5] blog,home [5] home,coming Top Word Pairs in Tweet in G9:
[19] cmicontent,#cmworld [7] content,marketing [6] big,brains [6] #cmworld,podcast [6] podcast,chat [6] bigbrainsuc,cmicontent [5] ask,#cmworld [5] #cmworld,community [4] zingales,bethanymac12 [4] tactical,tips Top Word Pairs in Tweet in G10:
[3] twitter,amazing [3] amazing,place [3] place,listen [3] listen,engage [3] engage,connect [3] connect,share [3] share,learn [3] learn,grow [3] grow,within [3] within,280 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 G5:
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:
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Top Mentioned in G4:
Top Mentioned in G5:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: