The graph represents a network of 910 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, 25 May 2022 at 18:36 UTC.
The requested start date was Wednesday, 25 May 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 112-day, 16-hour, 36-minute period from Tuesday, 01 February 2022 at 00:24 UTC to Tuesday, 24 May 2022 at 17:00 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 : 910
Unique Edges : 1208
Edges With Duplicates : 6839
Total Edges : 8047
Number of Edge Types : 5
Retweet : 1429
MentionsInRetweet : 2105
Mentions : 1926
Replies to : 1521
Tweet : 1066
Self-Loops : 1096
Reciprocated Vertex Pair Ratio : 0.134351145038168
Reciprocated Edge Ratio : 0.236877523553163
Connected Components : 33
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 778
Maximum Edges in a Connected Component : 7454
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.705938
Graph Density : 0.00269466507090269
Modularity : 0.162802
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 910 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, 25 May 2022 at 18:36 UTC.
The requested start date was Wednesday, 25 May 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 112-day, 16-hour, 36-minute period from Tuesday, 01 February 2022 at 00:24 UTC to Tuesday, 24 May 2022 at 17:00 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:
[280] content,marketing [144] cmicontent,#cmworld [142] #breakingnews,#ultimahora [128] cmicontent,a1 [118] cmicontent,a3 [117] cmicontent,a2 [114] cmicontent,a4 [113] cmicontent,a5 [111] #mscnoticias,#breakingnews [107] #cmworld,community Top Word Pairs in Tweet in G1:
[107] content,marketing [50] twitter,chat [48] cmicontent,a3 [46] cmicontent,a5 [44] cathymcknight,cmicontent [43] cmicontent,a2 [43] cmicontent,a4 [42] cmicontent,a1 [41] #cmworld,twitter [40] ask,#cmworld Top Word Pairs in Tweet in G2:
[70] content,marketing [30] cmicontent,#cmworld [22] personal,brand [20] hijinxmarketing,cmicontent [20] marketing,awards [17] #cmworld,#marketing [16] creative,show [16] cmicontent,a1 [16] #cmworld,community [15] michellengome,cmicontent Top Word Pairs in Tweet in G3:
[59] cmicontent,#cmworld [51] jeffrey_coyle,cmicontent [50] cmicontent,a2 [48] cmicontent,a1 [44] cmicontent,a3 [41] cmicontent,a5 [34] cmicontent,a4 [32] content,audit [27] cmicontent,a7 [26] cmicontent,a6 Top Word Pairs in Tweet in G4:
[142] #breakingnews,#ultimahora [111] #mscnoticias,#breakingnews [72] #ultimahora,#cmworld [72] #venezuela,#cmworld [56] #ultimahora,#venezuela [30] #mscnoticiaslatam,#breakingnews [29] #venezuela,#mscnoticias [27] #breakingnews,#venezuela [23] #mscnoticias,#cmworld [15] #venezuela,#breakingnews Top Word Pairs in Tweet in G5:
[18] cmicontent,a4 [11] smita_digimarke,cmicontent [11] cmicontent,a3 [11] inkandcopy,cmicontent [10] cmicontent,a1 [10] cmicontent,a5 [9] social,media [9] cmicontent,#cmworld [8] cmicontent,a2 [8] happy,tuesday Top Word Pairs in Tweet in G6:
[23] content,marketing [12] semrush,#cmworld [12] marketing,awards [11] cmicontent,semrush [11] map,#contentmarketing [11] #contentmarketing,helps [11] helps,see [11] see,brand [10] creating,customer [10] customer,journey Top Word Pairs in Tweet in G7:
[60] #thecommunitychat,#smtlive [45] #chataboutbrand,9am [41] 9am,#cmworld [36] #smtlive,9am [36] 9am,#chataboutbrand [35] twitter,chats [33] #ppcchat,#usabizparty [33] #usabizparty,10 [33] 10,#digiblogchat [33] pm,#socialcafe Top Word Pairs in Tweet in G8:
[11] content,marketing [6] marketing,awards [3] today,#cmworld [3] see,#cmworld [3] #cmworld,#contentmarketing [3] cmicontent,great [3] #cmworld,chat [2] already,getting [2] getting,super [2] super,duper Top Word Pairs in Tweet in G9:
[10] content,marketing [9] ask,#cmworld [9] #cmworld,community [7] #prls4308,#cmworld [4] attending,largest [4] largest,content [4] marketing,event [4] event,planet [4] planet,september [4] september,join Top Word Pairs in Tweet in G10:
[16] honor,#womenshistorymonth [16] #womenshistorymonth,asked [16] asked,woman [16] woman,marketing [16] marketing,challenges [16] challenges,overcome [9] overcome,career [9] career,lesliecarruther [9] lesliecarruther,speaker [9] speaker,#cmworld 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: