The graph represents a network of 3,100 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, 11 September 2019 at 10:15 UTC.
The requested start date was Tuesday, 10 September 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, 6-hour, 54-minute period from Sunday, 08 September 2019 at 17:06 UTC to Tuesday, 10 September 2019 at 00:01 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 : 3100
Unique Edges : 3322
Edges With Duplicates : 2729
Total Edges : 6051
Number of Edge Types : 3
Tweet : 3012
Mentions : 2996
Replies to : 43
Self-Loops : 3012
Reciprocated Vertex Pair Ratio : 0.016374269005848
Reciprocated Edge Ratio : 0.0322209436133487
Connected Components : 1138
Single-Vertex Connected Components : 827
Maximum Vertices in a Connected Component : 1367
Maximum Edges in a Connected Component : 3901
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.47258
Graph Density : 0.000271367454641976
Modularity : 0.482188
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[620] content,marketing [318] #contentmarketing,#socialmedia [313] #socialmedia,#seo [282] #visualcontenting,#contentmarketing [196] social,media [181] #digitalmarketing,#contentmarketing [176] #marketing,#contentmarketing [174] gt,gt [172] marketing,strategic [172] strategic,marketing Top Word Pairs in Tweet in G1:
[109] content,marketing [38] social,media [36] #contentmarketing,#marketing [35] gt,gt [30] marketing,strategy [28] #marketing,#contentmarketing [26] digital,marketing [23] #digitalmarketing,#marketing [21] check,out [20] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G2:
[90] gt,gt [29] #rt,startgrowthhack [29] #infographic,follow [25] 10,#contentmarketing [25] #contentmarketing,tactics [25] tactics,#startup [25] #startup,blog [24] blog,lt [24] benkamaudigital,10 [23] #digitalmarketing,#marketing Top Word Pairs in Tweet in G3:
[169] content,marketing [166] marketing,strategic [166] strategic,marketing [166] marketing,approach [166] approach,focused [166] focused,creating [166] creating,distributing [166] distributing,valuable [166] valuable,relevant [165] drse0,content Top Word Pairs in Tweet in G4:
[101] #socialmedia,#contentmarketing [97] #seo,#socialmedia [95] #infographicb2b,#seo [72] content,marketing [40] social,media [28] article,generator [28] generator,create [28] unique,articles [26] #seo,#content [25] content,#marketing Top Word Pairs in Tweet in G5:
[112] #socialmedia,#digitalmarketing [84] #digitalmarketing,#contentmarketing [61] #contentmarketing,#growthhacking [51] content,marketing [50] #growthhacking,#startup [49] #startup,#seo [43] social,media [33] trends,2019 [29] #blogging,#infographic [26] #contentmarketing,#chatbots Top Word Pairs in Tweet in G6:
[44] content,marketing [10] 5,easy [10] #blogging,#contentmarketing [9] ecommerce,content [8] social,media [8] content,#contentmarketing [8] jeffbullas,5 [7] nearly,time [7] time,give [7] give,keynote Top Word Pairs in Tweet in G7:
[19] #seo,#contentmarketing [11] linkedin,5 [11] 5,façons [11] façons,rendre [11] rendre,post [11] post,viral [11] viral,codeur [11] codeur,#socialselling [11] #socialselling,#socialmedia [10] anthonyrochand,linkedin Top Word Pairs in Tweet in G8:
[8] content,marketing [4] marketing,fitness [4] dear,brands [4] brands,#socialmedia [4] #socialmedia,manager [4] manager,s [4] s,watching [4] watching,social [4] social,channels [4] channels,over Top Word Pairs in Tweet in G9:
[41] #marketing,#contentmarketing [34] #contentmarketing,#inboundmarketing [30] #inboundmarketing,#blog [24] #blog,#mktg [16] #contentmarketing,strategy [13] #mktg,#socialmedia [12] content,marketing [10] social,media [8] easily,develop [8] develop,#contentmarketing Top Word Pairs in Tweet in G10:
[13] new,california [13] california,privacy [13] privacy,law [13] law,affect [13] affect,u [13] u,s [13] s,business [13] business,ready [12] evankirstel,new [12] ready,#marketing 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 Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: