The graph represents a network of 1,047 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, 16 March 2022 at 18:15 UTC.
The requested start date was Wednesday, 16 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 104-day, 14-hour, 2-minute period from Wednesday, 01 December 2021 at 05:38 UTC to Tuesday, 15 March 2022 at 19:40 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 : 1047
Unique Edges : 1536
Edges With Duplicates : 6622
Total Edges : 8158
Number of Edge Types : 5
Retweet : 1459
MentionsInRetweet : 2253
Replies to : 1419
Mentions : 2045
Tweet : 982
Self-Loops : 987
Reciprocated Vertex Pair Ratio : 0.132133450395083
Reciprocated Edge Ratio : 0.233423807677394
Connected Components : 83
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 867
Maximum Edges in a Connected Component : 7703
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.678727
Graph Density : 0.00235490274498202
Modularity : 0.187559
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,047 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, 16 March 2022 at 18:15 UTC.
The requested start date was Wednesday, 16 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 104-day, 14-hour, 2-minute period from Wednesday, 01 December 2021 at 05:38 UTC to Tuesday, 15 March 2022 at 19:40 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:
[323] content,marketing [276] cmicontent,#cmworld [166] #cmworld,community [150] #breakingnews,#ultimahora [100] cmicontent,a5 [100] cmicontent,a2 [100] #mscnoticias,#breakingnews [91] cmicontent,a1 [90] ask,#cmworld [89] cmicontent,a3 Top Word Pairs in Tweet in G1:
[112] content,marketing [66] cmicontent,#cmworld [43] twitter,chat [41] #cmworld,community [39] #cmworld,chat [37] ask,#cmworld [37] thanks,joining [33] joining,today [31] cmicontent,a5 [31] #cmworld,twitter Top Word Pairs in Tweet in G2:
[87] cmicontent,#cmworld [65] content,marketing [65] cmicontent,a2 [56] hijinxmarketing,cmicontent [53] cmicontent,a5 [53] cmicontent,a1 [52] cmicontent,a4 [48] cmicontent,a3 [40] cmicontent,a6 [34] content,audit Top Word Pairs in Tweet in G3:
[61] cmicontent,#cmworld [26] content,marketing [22] #marketing,tips [18] #chataboutbrand,9am [17] tips,predictions [17] predictions,brightest [17] brightest,biz [17] biz,look [17] look,further [17] further,cmicontent Top Word Pairs in Tweet in G4:
[55] content,marketing [55] #cmworld,community [46] truth,bombs [46] bombs,shared [46] shared,#cmworld [45] marketing,truth [45] community,2021 [44] 10,content [9] ask,#cmworld [7] #prls4308,#cmworld Top Word Pairs in Tweet in G5:
[150] #breakingnews,#ultimahora [100] #mscnoticias,#breakingnews [73] #ultimahora,#cmworld [56] #ultimahora,#venezuela [54] #venezuela,#cmworld [32] #mscnoticiaslatam,#breakingnews [15] #venezuela,#mscnoticias [14] #ultimahora,#latinoamerica [14] #latinoamerica,#cmworld [10] #mscnoticias,#venezuela Top Word Pairs in Tweet in G6:
[9] content,marketing [9] fave,tweet [9] tweet,chats [9] #twittersmarter,yours [7] cmicontent,#cmworld [5] lot,site [5] site,visitors [5] visitors,start [5] start,blog [5] blog,home Top Word Pairs in Tweet in G7:
[25] #chataboutbrand,9am [23] #thecommunitychat,#smtlive [23] 9am,#cmworld [22] #smtlive,9am [21] #cmworld,9am [20] #vcbuzz,9am [20] twitter,chats [19] 9am,#chataboutbrand [19] tuesday,twitter [18] 9am,#vcbuzz Top Word Pairs in Tweet in G8:
[8] cmicontent,a5 [7] cmicontent,a2 [7] cmicontent,a3 [7] cmicontent,a1 [7] cmicontent,a4 [7] cathymcknight,cmicontent [6] cmicontent,#cmworld [6] cmicontent,yes [6] social,media [5] cmicontent,a6 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:
[11] content,marketing [8] cmicontent,#cmworld [5] year,end [4] stories,people [3] chat,#cmworld [3] cmicontent,a2 [3] a2,key [3] key,effective [3] effective,storytelling [3] storytelling,sharing 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: