The graph represents a network of 2,838 Twitter users whose tweets in the requested range contained "#influencermarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 April 2019 at 06:06 UTC.
The requested start date was Sunday, 07 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 4-day, 14-hour, 40-minute period from Monday, 01 April 2019 at 02:23 UTC to Friday, 05 April 2019 at 17:03 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 : 2838
Unique Edges : 3636
Edges With Duplicates : 4799
Total Edges : 8435
Number of Edge Types : 3
Mentions : 6639
Tweet : 1717
Replies to : 79
Self-Loops : 1717
Reciprocated Vertex Pair Ratio : 0.0457951706910908
Reciprocated Edge Ratio : 0.0875796178343949
Connected Components : 695
Single-Vertex Connected Components : 428
Maximum Vertices in a Connected Component : 1549
Maximum Edges in a Connected Component : 6788
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.266936
Graph Density : 0.000467992795295629
Modularity : 0.426347
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[524] #socialmedia,#socialmediamarketing [484] influencer,marketing [367] #seo,#smm [346] #digitalmarketing,#contentmarketing [345] #socialmediamarketing,#digitalmarketing [285] #contentmarketing,#growthhacking [272] #digitalmarketing,#influencermarketing [272] #seo,#marketing [269] #marketing,#influencermarketing [268] zestisapp,#socialmedia Top Word Pairs in Tweet in G1:
[96] influencer,marketing [26] #influencermarketing,#marketing [24] social,media [23] #influencer,#influencermarketing [22] #influencers,#influencermarketing [19] #influencermarketing,#digitalmarketing [18] #marketing,#influencermarketing [15] #socialmedia,#influencermarketing [15] need,know [14] #influencermarketing,#influencers Top Word Pairs in Tweet in G2:
[85] wanderingstarz1,kugey [81] isamuuran1316,srinualme [81] srinualme,wanderingstarz1 [75] _jrwitt,tripletsfan19 [72] sprague_paul,isamuuran1316 [53] #socialmedia,#socialmediamarketing [52] tripletsfan19,cynthia_lardner [51] cynthia_lardner,tom__coleman [49] itakethelead,sprague_paul [47] #topcasestudy,#cybersecurity Top Word Pairs in Tweet in G3:
[402] #socialmedia,#socialmediamarketing [345] #seo,#smm [283] #socialmediamarketing,#digitalmarketing [280] #digitalmarketing,#contentmarketing [262] #seo,#marketing [258] zestisapp,#socialmedia [255] #contentmarketing,#growthhacking [249] #socialmedia,#growthhacking [248] #digitalmarketing,#influencermarketing [244] #marketing,#contentmarketing Top Word Pairs in Tweet in G4:
[80] #aimc,#influencermarketing [43] influencer,marketing [19] rechtler,#aimc [16] jungjohann,head [16] head,germany [16] germany,takumihq [15] takumihq,#aimc [14] social,media [12] martin,schirmbacher [12] instagram,#influencermarketing Top Word Pairs in Tweet in G5:
[56] influencer,marketing [27] learn,more [23] shane_barker,#influencermarketing [14] gt,gt [13] more,shane_barker [11] gt,growwithgrin [11] growwithgrin,#influencermarketing [10] #contentmarketing,#influencermarketing [10] read,more [10] digital,marketing Top Word Pairs in Tweet in G6:
[25] 8,steps [25] steps,#influencermarketing [25] #influencermarketing,#ecommerce [25] #ecommerce,successfully [24] conduct,audience [24] audience,research [24] research,identify [23] successfully,conduct [20] right,#influencer [19] identify,channel Top Word Pairs in Tweet in G7:
[75] #hpe,#hm19 [71] #hannovermesse,#hannover [66] hewlett,packard [66] packard,enterprise [66] enterprise,company [66] hannover,messe [66] messe,2019 [62] company,hannover [62] #influencermarketing,#influencer [53] #hm19,#hannovermesse Top Word Pairs in Tweet in G8:
[46] influencer,marketing [16] influencermh,#influencermarketing [12] incredible,beginners [12] beginners,guide [12] guide,#influencermarketing [12] #influencermarketing,learn [12] learn,basics [12] basics,influencermh [10] grow,business [10] product,post Top Word Pairs in Tweet in G9:
[25] #digitalmarketing,#contentmarketing [24] gt,gt [22] #socialmedia,#socialmediamarketing [12] #communication,#communications [12] #citation,#citations [12] gartner_inc,gt [12] #socialmediamarketing,#digitalmarketing [11] #marketing,#influencermarketing [11] #contentmarketing,#growthhacking [10] #b2bmarketing,#marketingtips Top Word Pairs in Tweet in G10:
[11] #influencermarketing,#influencers [11] influencer,marketing [11] results,expect [11] expect,#influencermarketing [11] #influencermarketing,efforts [11] efforts,check [11] check,out [11] out,graphic [11] graphic,markwalkerford [11] markwalkerford,#smm Top Replied-To in Entire Graph:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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