The graph represents a network of 3,608 Twitter users whose tweets in the requested range contained "contentmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 July 2019 at 10:01 UTC.
The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 9-hour, 41-minute period from Sunday, 14 July 2019 at 14:18 UTC to Tuesday, 16 July 2019 at 00:00 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 : 3608
Unique Edges : 3814
Edges With Duplicates : 2469
Total Edges : 6283
Number of Edge Types : 3
Tweet : 2851
Mentions : 3411
Replies to : 21
Self-Loops : 2851
Reciprocated Vertex Pair Ratio : 0.0133645172068159
Reciprocated Edge Ratio : 0.0263765248928454
Connected Components : 1317
Single-Vertex Connected Components : 810
Maximum Vertices in a Connected Component : 1167
Maximum Edges in a Connected Component : 3668
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.170396
Graph Density : 0.000233055705308168
Modularity : 0.531076
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[485] content,marketing [293] #contentmarketing,#socialmedia [272] #socialmedia,#seo [250] #visualcontenting,#contentmarketing [182] #marketing,#contentmarketing [175] social,media [175] daily,thanks [150] #digitalmarketing,#contentmarketing [131] #contentmarketing,#digitalmarketing [104] #contentmarketing,#seo Top Word Pairs in Tweet in G1:
[114] content,marketing [41] check,out [37] social,media [34] #videomarketing,#contentmarketing [31] #rt,glengilmore [31] glengilmore,create [31] create,killer [31] killer,facebook [31] facebook,video [31] video,ads Top Word Pairs in Tweet in G2:
[72] content,marketing [40] content,same [36] same,content [27] brennermichael,cmicontent [26] marketing,brennermichael [25] #digitalmarketing,#marketing [24] cmicontent,#marketing [23] seo,tools [22] jose_garde,content [22] #marketing,#digita Top Word Pairs in Tweet in G3:
[29] #contentmarketing,#blogging [28] gt,gt [26] #infographic,follow [23] #digitalmarketing,#contentmarketing [21] modern,#marketing [21] #marketing,funnel [20] #socialmedia,#marketing [19] #marketing,#contentmarketing [19] #socialmedia,#digitalmarketing [18] startgrowthhack,gt Top Word Pairs in Tweet in G4:
[71] #onlinemarketing,#contentmarketing [69] #marketingderede,#onlinemarketing [66] #contentmarketing,#marketingplan [66] #marketingplan,#marketingdeconteudo [66] #marketingdeconteudo,#liberdadefinanceira [31] #digitalmarketing,#contentmarketing [25] #digitalmarketing,#marketing [24] #seo,#contentmarketing [24] #contentmarketing,#digitalmarketing [20] social,media Top Word Pairs in Tweet in G5:
[46] article,generator [46] generator,create [41] #contentmarketing,#digitalmarketing [37] #digitalmarketing,#ecommerce [37] #ecommerce,#influencermarketing [37] #influencermarketing,#infographic [33] unique,articles [32] articles,topic [30] #seo,#content [30] #content,#webtraffic Top Word Pairs in Tweet in G6:
[40] content,marketing [16] isn,t [13] ultimate,guide [13] strategy,2019 [12] content,#contentmarketing [12] good,content [12] content,isn [12] t,enough [12] enough,lessons [12] lessons,latest Top Word Pairs in Tweet in G7:
[27] content,marketing [24] content,promotion [23] 5,content [23] tactics,make [23] make,famous [22] promotion,tactics [17] keithkeller,5 [17] famous,lanerellis [17] lanerellis,featuring [15] featuring,azeckman Top Word Pairs in Tweet in G8:
[25] gt,gt [18] #contentmarketing,#blogmean [18] #blogmean,techpritam [15] giant,list [15] list,100 [15] 100,#marketing [15] #marketing,stats [15] stats,reveals [14] tamaramccleary,giant [14] reveals,actually Top Word Pairs in Tweet in G9:
[21] content,marketing [12] keyword,research [11] influencermh,#contentmarketing [10] 6,unique [10] unique,ways [10] ways,keyword [10] research,step [10] step,step [10] #contentmarketing,#seo [10] #seo,#marketing Top Word Pairs in Tweet in G10:
[251] #contentmarketing,#socialmedia [250] #visualcontenting,#contentmarketing [250] #socialmedia,#seo [23] content,marketing [23] social,media [14] digital,marketing [14] marketers,using [14] using,#ai [14] #ai,#machinelearning [14] #machinelearning,grow Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: