The graph represents a network of 2,962 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 April 2019 at 17:55 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, 7-hour, 11-minute period from Sunday, 21 April 2019 at 08:18 UTC to Monday, 22 April 2019 at 15:29 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 : 2962
Unique Edges : 3854
Edges With Duplicates : 2805
Total Edges : 6659
Number of Edge Types : 3
Tweet : 2503
Mentions : 4122
Replies to : 34
Self-Loops : 2503
Reciprocated Vertex Pair Ratio : 0.0212632895559725
Reciprocated Edge Ratio : 0.0416411512553582
Connected Components : 998
Single-Vertex Connected Components : 727
Maximum Vertices in a Connected Component : 1530
Maximum Edges in a Connected Component : 5008
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.76063
Graph Density : 0.000372385462965433
Modularity : 0.484944
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[352] digital,marketing [277] #digitalmarketing,#marketing [257] social,media [245] #marketing,#digitalmarketing [192] #socialmedia,#digitalmarketing [171] #digitalmarketing,#contentmarketing [169] #seo,#digitalmarketing [152] #socialmedia,#socialmediamarketing [140] #digitalmarketing,#seo [139] #contentmarketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[70] digital,marketing [52] #seo,#digitalmarketing [51] #digitalmarketing,#marketing [42] #marketing,#digitalmarketing [39] social,media [36] happy,easter [34] #socialmedia,#digitalmarketing [29] #digitalmarketing,#socialmedia [28] #digitalmarketing,#contentmarketing [26] #digitalmarketing,#seo Top Word Pairs in Tweet in G2:
[76] #digitalmarketing,#marketing [68] social,media [65] #ppc,#seo [64] #marketing,#digitalmarketing [56] digital,marketing [54] #seo,#smo [51] #smallbusiness,#smallbiz [48] #digitalmarketing,#seoppc [47] #smo,#sem [46] #seoppc,#ppc Top Word Pairs in Tweet in G3:
[90] #digitalmarketing,#contentmarketing [85] #seo,#marketing [81] #socialmedia,#digitalmarketing [70] #socialmedia,#socialmediamarketing [68] #contentmarketing,#digitalmarketing [67] social,media [67] #contentmarketing,#growthhacking [63] #marketing,#influencermarketing [63] #blogging,#infographic [63] #marketing,#contentmarketing Top Word Pairs in Tweet in G4:
[59] #digitalmarketing,#marketing [49] #seo,#searchengineoptimization [38] martinibuster,#seo [34] #searchengineoptimization,#digitalmarketing [28] sejournal,google [23] john,mueller [23] mueller,discusses [22] digital,marketing [22] #marketing,#seo [19] google,s Top Word Pairs in Tweet in G5:
[25] digital,marketing [20] #digitalmarketing,#digital [19] #digitalmarketing,twitter [17] 100,free [17] free,opportunity [17] sign,up [17] today,https [17] https,t [17] t,co [16] #web,#internet Top Word Pairs in Tweet in G6:
[71] #infographic,follow [53] #startup,#growthhacking [47] ryanglass4reals,#entreprenuer [39] #business,#digitalmarketing [38] #growthhacking,#business [37] #business,#entrepreneur [36] #digitalmarketing,#marketingstrategy [36] #marketingstrategy,#business [36] #entrepreneur,#successtrain [36] #successtrain,#makeyourownlane Top Word Pairs in Tweet in G7:
[12] #digitalmarketing,#seo [9] #ecommerce,#marketing [9] #marketing,#business [9] #business,#digitalmarketing [9] t,afford [9] afford,miss [9] miss,conference [9] conference,accanews [9] accanews,accataxation [9] accataxation,#marketing Top Word Pairs in Tweet in G8:
[88] #seo,#ppc [55] #mariajohnsen,#seo [53] imariajohnsen,#seo [32] #digitalmarketing,#ecommerce [31] #ppc,italy [31] italy,https [31] https,t [31] t,co [31] #googleads,#italia [31] #italia,##italy Top Word Pairs in Tweet in G9:
[57] samsungmobilein,digital [57] digital,era [57] era,love [57] love,share [57] share,#digitalmarketing [57] #digitalmarketing,skills [57] skills,world [57] world,#galaxys10 [56] iamammarr,samsungmobilein Top Word Pairs in Tweet in G10:
[6] #digitalmarketing,#socialmedia [5] today,delivered [5] delivered,session [5] session,setup [5] setup,facebook [5] facebook,ads [5] ads,instagram [5] instagram,ads [5] ads,best [5] best,practices 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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