The graph represents a network of 1,616 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, 03 November 2021 at 18:16 UTC.
The requested start date was Wednesday, 03 November 2021 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 49-day, 3-hour, 34-minute period from Tuesday, 14 September 2021 at 16:26 UTC to Tuesday, 02 November 2021 at 20:00 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 : 1616
Unique Edges : 3213
Edges With Duplicates : 11674
Total Edges : 14887
Number of Edge Types : 5
Retweet : 2301
MentionsInRetweet : 3977
Mentions : 5237
Replies to : 1942
Tweet : 1430
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0.137598068799034
Reciprocated Edge Ratio : 0.241909814323607
Connected Components : 124
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 1441
Maximum Edges in a Connected Component : 14632
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.946637
Graph Density : 0.00216679949728719
Modularity : 0.187597
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,616 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, 03 November 2021 at 18:16 UTC.
The requested start date was Wednesday, 03 November 2021 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 49-day, 3-hour, 34-minute period from Tuesday, 14 September 2021 at 16:26 UTC to Tuesday, 02 November 2021 at 20:00 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:
[517] content,marketing [179] cmicontent,#cmworld [170] marketing,world [120] #cmworld,2021 [109] b2b,content [91] next,week [82] social,media [79] top,25 [79] 25,b2b [75] b2b,marketers Top Word Pairs in Tweet in G1:
[137] content,marketing [51] marketing,world [43] cmicontent,a3 [38] cmicontent,#cmworld [38] cmicontent,a2 [37] inkandcopy,cmicontent [35] cmicontent,petesouza [33] hijinxmarketing,cmicontent [32] social,media [32] cmicontent,sepco Top Word Pairs in Tweet in G2:
[103] content,marketing [30] cmicontent,#cmworld [26] content,marketers [26] visual,storytelling [22] next,week [21] content,marketer [20] today,#cmworld [19] year,#cmworld [19] don,forget [19] next,year Top Word Pairs in Tweet in G3:
[98] content,marketing [54] cmicontent,#cmworld [38] top,25 [38] 25,b2b [37] b2b,content [36] marketing,world [36] #cmworld,2021 [30] best,answer [28] b2b,marketers [28] marketers,dominate Top Word Pairs in Tweet in G4:
[35] cmicontent,#cmworld [24] content,marketing [15] rudolph,red [13] annhandley,#cmworld [13] #librarymarketing,friends [12] jaybaer,#cmworld [12] jgrozalsky,#cmworld [12] storytelling,framework [10] broad,flawed [10] usual,annhandley Top Word Pairs in Tweet in G5:
[54] content,marketing [20] marketing,world [18] #cmworld,session [17] interested,content [17] marketing,learn [17] learn,best [17] best,healthcare [17] healthcare,join [17] join,content [17] world,cleveland Top Word Pairs in Tweet in G6:
[53] content,marketing [35] b2b,marketers [34] influencers,best [34] best,answer [34] answer,content [34] content,help [34] help,b2b [34] marketers,dominate [34] dominate,search [33] #cmworld,2021 Top Word Pairs in Tweet in G7:
[23] prisus,#cmworld [15] speaking,#cmworld [12] 76,journalists [12] twitter,valuable [12] valuable,social [12] social,network [11] next,week [10] lisabeets,76 [10] journalists,twitter [10] network,prisus Top Word Pairs in Tweet in G8:
[22] content,entrepreneurs [20] great,share [20] share,joepulizzi [14] content,marketing [10] joepulizzi,#cmworld [10] joepulizzi,here's [8] 10,content [8] content,strategies [8] strategies,content [7] 30,percent Top Word Pairs in Tweet in G9:
[51] 9am,pst [19] twitter,chats [16] #smtlive,9am [14] tuesday,twitter [13] #cmworld,9am [12] #usabizparty,10 [12] 10,pst [11] #chataboutbrand,9am [11] pst,#cmworld [11] #vcbuzz,9am Top Word Pairs in Tweet in G10:
[5] cmicontent,#cmworld [4] imprint_andys,imprintcontent [3] oh,love [3] love,good [3] good,content [3] content,journey [3] journey,tiffanyiswrite [3] tiffanyiswrite,contentcouncil [3] contentcouncil,members [3] members,imprint_andys Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: