The graph represents a network of 3,181 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, 21 July 2019 at 06:07 UTC.
The requested start date was Sunday, 21 July 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 5-day, 14-hour, 45-minute period from Sunday, 14 July 2019 at 02:16 UTC to Friday, 19 July 2019 at 17:01 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 : 3181
Unique Edges : 3922
Edges With Duplicates : 6418
Total Edges : 10340
Number of Edge Types : 3
Tweet : 2029
Mentions : 8189
Replies to : 122
Self-Loops : 2029
Reciprocated Vertex Pair Ratio : 0.0308577405857741
Reciprocated Edge Ratio : 0.0598680872653475
Connected Components : 852
Single-Vertex Connected Components : 555
Maximum Vertices in a Connected Component : 1575
Maximum Edges in a Connected Component : 8096
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.437587
Graph Density : 0.000389695894847354
Modularity : 0.377639
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[598] influencer,marketing [350] #socialmedia,#socialmediamarketing [289] #digitalmarketing,#contentmarketing [282] #seo,#smm [255] social,media [251] #marketing,#influencermarketing [203] #socialmediamarketing,#digitalmarketing [198] #socialmedia,#digitalmarketing [194] #contentmarketing,#growthhacking [192] #influencermarketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[144] influencer,marketing [41] #influencer,#influencermarketing [34] #influencermarketing,#influencers [29] social,media [23] #socialmedia,#influencermarketing [23] #influencermarketing,#influencer [21] #influencermarketing,jeffbullas [20] #influencers,#influencermarketing [18] #influencermarketing,#digitalmarketing [18] https,t Top Word Pairs in Tweet in G2:
[285] #socialmedia,#socialmediamarketing [231] #digitalmarketing,#contentmarketing [175] #contentmarketing,#growthhacking [169] #growthhacking,#startup [159] #startup,#seo [158] #socialmediamarketing,#digitalmarketing [158] #marketing,#influencermarketing [156] #ecommerce,#marketing [156] #influencermarketing,#blogging [156] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G3:
[100] influencer,marketing [32] stats,insights [32] insights,#smm [30] collection,#influencermarketing [30] #influencermarketing,stats [27] b2b,influencer [24] huge,collection [21] #marketing,#influencermarketing [20] socialmedia2day,huge [16] ceo,leeodden Top Word Pairs in Tweet in G4:
[79] influencer,marketing [52] #contentmarketing,#digitalmarketing [52] #digitalmarketing,#ecommerce [52] #ecommerce,#influencermarketing [52] #influencermarketing,#infographic [36] 7,best [36] best,ways [34] ways,brand [34] brand,benefit [31] grow,followers Top Word Pairs in Tweet in G5:
[103] mr,officialmcafee [103] officialmcafee,love [103] love,#blockchain [103] #blockchain,try [103] try,#webdollar [103] #webdollar,professional [103] professional,#coin [103] #coin,made [103] made,scratch [103] scratch,original Top Word Pairs in Tweet in G6:
[42] 10,best [42] best,#socialmediamarketing [42] #socialmediamarketing,tips [42] tips,#chatbots [42] #chatbots,becoming [42] becoming,essential [42] essential,video [37] video,content [32] #influencermarketing,campaign [30] #influencers,use Top Word Pairs in Tweet in G7:
[21] influencer,marketing [16] digital,pr [16] pr,strategies [16] strategies,still [16] still,up [16] up,date [16] date,#digitalmarketing [16] #digitalmarketing,#pr [14] #pr,#influencermarketing [13] #influencermarketing,prowly_com Top Word Pairs in Tweet in G8:
[15] growwithgrin,#influencermarketing [11] influencer,marketing [10] gt,gt [10] gt,growwithgrin [9] social,media [8] here,s [7] #socialmedia,#digitalmarketing [7] brand,#influencers [7] #influencers,help [7] help,promote Top Word Pairs in Tweet in G9:
[24] influencermh,#influencermarketing [17] social,media [16] influencer,marketing [14] #influencermarketing,platforms [13] find,best [13] best,instagram [13] instagram,influencers [13] influencers,shoutcart [13] shoutcart,#instagram [13] #instagram,#influencermarketing Top Word Pairs in Tweet in G10:
[61] poderosa,baza [61] baza,tener [61] tener,cuenta [61] cuenta,estrategia [61] estrategia,marketing [61] marketing,eres [61] eres,microinfluencer [61] microinfluencer,marca [59] anapatricia_gc,poderosa [16] marca,tal Top Replied-To in Entire Graph:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: