The graph represents a network of 2,377 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, 26 May 2019 at 06:07 UTC.
The requested start date was Sunday, 26 May 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 3-day, 9-hour, 55-minute period from Tuesday, 21 May 2019 at 07:15 UTC to Friday, 24 May 2019 at 17:11 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 : 2377
Unique Edges : 2759
Edges With Duplicates : 3671
Total Edges : 6430
Number of Edge Types : 3
Tweet : 1813
Mentions : 4581
Replies to : 36
Self-Loops : 1813
Reciprocated Vertex Pair Ratio : 0.0358761329305136
Reciprocated Edge Ratio : 0.0692672256653299
Connected Components : 596
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 1168
Maximum Edges in a Connected Component : 4804
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.406575
Graph Density : 0.000485679966117492
Modularity : 0.419911
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1126] #digitalmarketing,#contentmarketing [961] #socialmedia,#digitalmarketing [840] #socialmedia,#socialmediamarketing [810] #contentmarketing,#growthhacking [781] #growthhacking,#startup [750] #marketing,#influencermarketing [724] #startup,#seo [710] #influencermarketing,#blogging [647] #blogging,#infographic [587] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[1091] #digitalmarketing,#contentmarketing [921] #socialmedia,#digitalmarketing [806] #socialmedia,#socialmediamarketing [788] #contentmarketing,#growthhacking [759] #growthhacking,#startup [715] #marketing,#influencermarketing [706] #startup,#seo [684] #influencermarketing,#blogging [629] #blogging,#infographic [570] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G2:
[57] influencer,marketing [44] #influencer,#influencermarketing [20] social,media [18] check,out [17] #influencermarketing,#influencer [16] #influencermarketing,#socialmedia [15] #giveaway,#contest [13] #ff,#followfriday [13] #followfriday,#followback [13] #followback,#giveaway Top Word Pairs in Tweet in G3:
[67] influencer,marketing [25] learn,more [15] shane_barker,#influencermarketing [14] need,know [14] gt,gt [12] #contentmarketing,#influencermarketing [11] using,influencer [11] more,shane_barker [9] stories,extremely [9] extremely,effective Top Word Pairs in Tweet in G4:
[18] hubspot,hootsuite [14] influencer,marketing [12] neilpatel,jeffbullas [12] jeffbullas,larrykim [12] hootsuite,cmicontent [10] joeclark947,hubspot [10] check,out [9] larrykim,marketingprofs [9] instagram,youtube [8] both,instagram Top Word Pairs in Tweet in G5:
[22] micro,influencers [22] influencers,better [22] better,brand [22] brand,#marketing [22] #marketing,#socialmedia [22] 9,quick [22] quick,marketing [22] marketing,tips [22] tips,non [22] non,marketers Top Word Pairs in Tweet in G6:
[6] pestochampion,fujio0606 [6] fujio0606,onlypositivism [6] onlypositivism,srinualme [4] influencerprom1,kiyotaka_1991 [4] kiyotaka_1991,masao__tanaka [4] masao__tanaka,malekalby [4] malekalby,pestochampion [4] srinualme,randia [3] grazytgrazynatt,influencerprom1 [2] malekalby,influencerprom1 Top Word Pairs in Tweet in G7:
[13] influencer,marketing [9] measure,influence [8] running,conference [8] conference,using [8] using,influencers [8] influencers,measure [7] partnered,collective [7] collective,bias [7] bias,inmarinc [7] inmarinc,1st Top Word Pairs in Tweet in G8:
[22] influencer,marketing [14] influencermh,#influencermarketing [11] benchmark,report [7] marketing,official [7] official,influencer [7] marketing,hub [7] hub,benchmark [7] report,2019 [7] 2019,association [7] association,neoreach Top Word Pairs in Tweet in G9:
[21] content,marketing [13] top,content [13] marketing,influencers [12] marketer,middle [12] middle,sit [12] sit,down [12] down,kurtuhlir [12] kurtuhlir,#influencermarketing [12] #influencermarketing,history [12] history,#socialmedia Top Word Pairs in Tweet in G10:
[23] influencer,marketing [10] #rt,jeffbullas [8] followers,twitter [8] twitter,influencer [8] influencer,engagement [8] engagement,#twitter [8] #twitter,#influencermarketing [7] #influencermarketing,#influencers [7] marketing,101 [7] 101,partner 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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