The graph represents a network of 3,345 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 Tuesday, 23 April 2019 at 10:01 UTC.
The requested start date was Tuesday, 23 April 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, 2-hour, 25-minute period from Sunday, 21 April 2019 at 21:35 UTC to Tuesday, 23 April 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 : 3345
Unique Edges : 3438
Edges With Duplicates : 2745
Total Edges : 6183
Number of Edge Types : 3
Tweet : 2983
Mentions : 3190
Replies to : 10
Self-Loops : 2983
Reciprocated Vertex Pair Ratio : 0.0115542303391726
Reciprocated Edge Ratio : 0.0228445099484156
Connected Components : 1314
Single-Vertex Connected Components : 834
Maximum Vertices in a Connected Component : 1121
Maximum Edges in a Connected Component : 3622
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.881942
Graph Density : 0.000242631650467383
Modularity : 0.480607
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[402] content,marketing [345] #contentmarketing,#socialmedia [311] #visualcontenting,#contentmarketing [311] #socialmedia,#seo [276] social,media [229] #socialmedia,#digitalmarketing [175] #digitalmarketing,#contentmarketing [161] daily,thanks [157] #marketing,#contentmarketing [143] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G1:
[101] content,marketing [68] social,media [32] check,out [29] #marketing,#contentmarketing [28] daily,#contentmarketing [27] #contentmarketing,#marketing [24] #digitalmarketing,#contentmarketing [22] marketing,#contentmarketing [22] #contentmarketing,#digitalmarketing [20] marketing,strategy Top Word Pairs in Tweet in G2:
[97] content,marketing [59] #seo,#ppc [31] https,t [31] t,co [30] #creativeadvertising,#onlinemarketing [29] imariajohnsen,#creativeadvertising [29] #onlinemarketing,#mariajohnsen [29] #mariajohnsen,#seo [29] #ppc,#socialmedia [28] gt,gt Top Word Pairs in Tweet in G3:
[167] #socialmedia,#digitalmarketing [105] #socialmedia,#socialmediamarketing [92] #digitalmarketing,#contentmarketing [80] social,media [67] #infographic,follow [51] #socialmediamarketing,#digitalmarketing [50] zestisapp,#socialmedia [49] #contentmarketing,#growthhacking [45] content,marketing [37] article,generator Top Word Pairs in Tweet in G4:
[33] content,marketing [21] #socialmedia,#digitalmarketing [17] social,media [17] #digitalmarketing,#contentmarketing [15] #socialmedia,#socialmediamarketing [14] retweet,please [12] #socialmediamarketing,#digitalmarketing [11] please,retweet [10] #onlinemarketing,#socialmedia [10] gt,please Top Word Pairs in Tweet in G5:
[21] idées,contenus [17] stratégie,#contentmarketing [15] more,important [15] important,#contentmarketing [15] #contentmarketing,quality [15] quality,quantity [15] quantity,chadpollitt [15] chadpollitt,explains [15] explains,answer [14] socialmedia2day,more Top Word Pairs in Tweet in G6:
[10] #contentmarketing,strategy [9] strategy,breaklineltd [8] real,positive [8] positive,effects [8] effects,#contentmarketing [7] calendar,free [7] free,template [6] discover,create [6] create,#contentmarketing [6] #contentmarketing,calendar Top Word Pairs in Tweet in G7:
[13] cmicontent,#contentmarketing [11] ipfconline1,s [11] s,difference [11] difference,between [11] between,branded [11] branded,content [11] content,native [11] native,ads [11] ads,#contentmarketing [11] #contentmarketing,robert_rose Top Word Pairs in Tweet in G8:
[5] better,read [5] improve,#contentmarketing [5] #contentmarketing,results [5] content,marketing [5] gt,gt [5] complete,guide [5] funnel,content [5] #contentmarketing,#inboundmarketing [4] write,article [4] article,way Top Word Pairs in Tweet in G9:
[33] #seoagency,#seoexpert [31] #seoexpert,#linkbuilding [22] #linkbuilding,#seoservice [21] #seoservice,#backlink [9] #backlink,#backlinks [8] link,building [8] #contentmarketing,vonwilpert [7] content,distribution [6] best,#seo [6] #seo,tactics Top Word Pairs in Tweet in G10:
[22] #smallbusiness,#smallbiz [17] small,business [14] content,marketing [8] #smallbiz,#business [7] #business,#smallbusiness [6] 9,best [5] #socialmedia,#digitalmarketing [4] best,#branding [4] #branding,courses [4] courses,#marketers 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: