The graph represents a network of 826 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, 22 June 2022 at 18:35 UTC.
The requested start date was Wednesday, 22 June 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, 6-hour, 27-minute period from Tuesday, 01 March 2022 at 13:00 UTC to Tuesday, 21 June 2022 at 19:28 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 : 826
Unique Edges : 1067
Edges With Duplicates : 5914
Total Edges : 6981
Number of Edge Types : 5
Replies to : 1251
Mentions : 1672
Tweet : 928
Retweet : 1271
MentionsInRetweet : 1859
Self-Loops : 958
Reciprocated Vertex Pair Ratio : 0.137400228050171
Reciprocated Edge Ratio : 0.241604010025063
Connected Components : 28
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 691
Maximum Edges in a Connected Component : 6417
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.651426
Graph Density : 0.00292758089368259
Modularity : 0.172496
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 826 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, 22 June 2022 at 18:35 UTC.
The requested start date was Wednesday, 22 June 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, 6-hour, 27-minute period from Tuesday, 01 March 2022 at 13:00 UTC to Tuesday, 21 June 2022 at 19:28 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:
[295] content,marketing [114] #cmworld,community [110] ask,#cmworld [108] cmicontent,#cmworld [100] cmicontent,a1 [99] cmicontent,a3 [86] cmicontent,a2 [84] cmicontent,a4 [84] cmicontent,a5 [81] #competition,#influencer Top Word Pairs in Tweet in G1:
[118] content,marketing [45] twitter,chat [38] ask,#cmworld [35] #cmworld,twitter [34] #cmworld,community [32] #cmworld,chat [30] thanks,joining [29] joining,today [28] #cmworld,#webinar [27] #cmworld,hashtag Top Word Pairs in Tweet in G2:
[89] content,marketing [35] marketing,awards [30] #customerexperience,#cmworld [28] #cx,#customerexperience [24] personal,brand [21] cmicontent,#cmworld [19] #cmworld,#marketing [16] #cmworld,#contentmarketing [15] #cmworld,community [13] cmicontent,a2 Top Word Pairs in Tweet in G3:
[51] jeffrey_coyle,cmicontent [39] cmicontent,#cmworld [36] cmicontent,a3 [32] cmicontent,a1 [31] inkandcopy,cmicontent [29] cmicontent,a5 [29] cmicontent,a2 [27] cmicontent,a4 [24] cmicontent,marketmuseco [20] cmicontent,a7 Top Word Pairs in Tweet in G4:
[79] #breakingnews,#ultimahora [68] #mscnoticias,#breakingnews [50] #ultimahora,#cmworld [42] #venezuela,#cmworld [41] #breakingnews,#venezuela [39] #mscnoticias,#cmworld [37] #venezuela,#mscnoticias [25] #ultimahora,#venezuela [22] mscnoticias,#ultimahora [18] #mscnoticiaslatam,#breakingnews Top Word Pairs in Tweet in G5:
[32] cathymcknight,cmicontent [23] cmicontent,a3 [23] cmicontent,a4 [22] cmicontent,a1 [20] cmicontent,a2 [18] cmicontent,a5 [14] inkandcopy,cmicontent [14] yougotdelehanty,cmicontent [11] cmicontent,a6 [10] smita_digimarke,cmicontent Top Word Pairs in Tweet in G6:
[11] semrush,#cmworld [11] cmicontent,semrush [11] map,#contentmarketing [11] #contentmarketing,helps [11] helps,see [11] see,brand [10] creating,customer [10] customer,journey [10] journey,map [10] eyes,jennylmagic Top Word Pairs in Tweet in G7:
[46] #thecommunitychat,#smtlive [33] #ppcchat,#usabizparty [33] #usabizparty,10 [33] pm,#socialcafe [33] #socialcafe,pm [33] pm,#custserv [33] #custserv,pm [31] 10,#digiblogchat [30] #chataboutbrand,9am [26] 9am,#cmworld Top Word Pairs in Tweet in G8:
[12] content,marketing [9] ask,#cmworld [9] #cmworld,community [6] #cmworld,2021 [4] attending,largest [4] largest,content [4] marketing,event [4] event,planet [4] planet,september [4] september,join Top Word Pairs in Tweet in G9:
[13] looking,last [13] last,minute [13] minute,fast [13] fast,turnaround [13] turnaround,b2c [13] b2c,b2b [13] b2b,content [13] content,medicine [13] medicine,marketing [13] marketing,management Top Word Pairs in Tweet in G10:
[81] #competition,#influencer [81] #influencer,#influencermarketing [76] #influencermarketing,#fridayfeeling [42] #fridayfeeling,#motivationalquotes [32] #motivationalquotes,#tbt [26] #tbt,#traveltuesday [26] #traveltuesday,#vegan [26] #vegan,#fitness [26] #fitness,#covid19 [26] #pharmtech,#art 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 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 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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: