The graph represents a network of 2,754 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 Monday, 15 April 2019 at 06:07 UTC.
The requested start date was Sunday, 14 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, 4-hour, 59-minute period from Tuesday, 09 April 2019 at 19:01 UTC to Sunday, 14 April 2019 at 00:00 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 : 2754
Unique Edges : 3197
Edges With Duplicates : 5168
Total Edges : 8365
Number of Edge Types : 3
Mentions : 6501
Tweet : 1767
Replies to : 97
Self-Loops : 1767
Reciprocated Vertex Pair Ratio : 0.0387863622145762
Reciprocated Edge Ratio : 0.0746763023185787
Connected Components : 614
Single-Vertex Connected Components : 371
Maximum Vertices in a Connected Component : 1513
Maximum Edges in a Connected Component : 6728
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.269617
Graph Density : 0.000438024828529305
Modularity : 0.38194
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[865] #socialmedia,#socialmediamarketing [659] #digitalmarketing,#contentmarketing [536] #socialmediamarketing,#digitalmarketing [496] #contentmarketing,#growthhacking [483] #marketing,#influencermarketing [476] influencer,marketing [470] #socialmedia,#digitalmarketing [461] #seo,#smm [425] #influencermarketing,#blogging [424] #growthhacking,#startup Top Word Pairs in Tweet in G1:
[82] influencer,marketing [30] #influencer,#influencermarketing [25] #influencermarketing,#influencers [24] social,media [20] #influencers,#influencermarketing [17] #marketing,#influencermarketing [16] #influencermarketing,#marketing [12] marketing,strategy [12] #influencers,#influencer [12] #influencermarketing,#influencer Top Word Pairs in Tweet in G2:
[678] #socialmedia,#socialmediamarketing [576] #digitalmarketing,#contentmarketing [456] #contentmarketing,#growthhacking [443] #socialmediamarketing,#digitalmarketing [437] #seo,#smm [430] #marketing,#influencermarketing [393] #growthhacking,#startup [393] #influencermarketing,#blogging [386] #blogging,#infographic [369] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G3:
[100] #socialmedia,#socialmediamarketing [68] tripletsfan19,cynthia_lardner [65] cynthia_lardner,tom__coleman [50] mitadance,ninscrystal [47] #influencers,#influencermarketing [46] #socialmediamarketing,#digitalmarketing [45] #socialmedia,#digitalmarketing [45] #megatrends,#robotics [45] #robotics,#robots [45] #robots,spot Top Word Pairs in Tweet in G4:
[85] influencer,marketing [27] influencermh,#influencermarketing [24] learn,more [23] gt,gt [20] shane_barker,#influencermarketing [18] digital,marketing [17] social,media [15] need,know [13] read,more [13] more,shane_barker Top Word Pairs in Tweet in G5:
[24] #socialmedia,#socialmediamarketing [22] find,out [20] #influencers,want [20] want,partnering [20] partnering,brands [20] brands,watch [20] watch,video [20] video,find [20] out,3 [20] 3,main Top Word Pairs in Tweet in G6:
[23] right,#influencer [22] #influencermarketing,campaign [21] 5,pitfalls [21] pitfalls,avoid [21] avoid,running [21] running,#influencermarketing [21] campaign,choosing [21] choosing,right [21] #influencer,treating [20] mt,_kevinlim Top Word Pairs in Tweet in G7:
[20] visit,#myrosys [18] #wordofmouth,#marketing [17] #socialmedia,#myrosys [15] #influencermarketing,visit [14] influencer,marketing [12] myrosys,learn [11] niche,influencers [10] social,media [10] #myrosys,#socialmedia [9] #marketing,#influencers Top Word Pairs in Tweet in G8:
[19] influencer,marketing [14] social,media [6] find,connect [6] connect,#influencers [6] #influencers,scale [5] bigcommerce,#influencermarketing [5] nealschaffer,#influencermarketing [4] trends,examples [4] examples,help [4] help,drive Top Word Pairs in Tweet in G9:
[82] #entrepreneur,#socialmedia [81] #socialmedia,#influencermarketing [80] #influencermarketing,#entrepreneurship [71] #marketing,#entrepreneur [71] #entrepreneurship,#entrepreneurlife [40] working,weekend [40] weekend,#marketing [39] start_branding,working [12] nighttime,goals [10] #entrepreneurlife,#entrepreneurquotes Top Word Pairs in Tweet in G10:
[40] influencer,marketing [9] passle,timothy_hughes [8] pros,cons [7] marketing,agency [7] #influencermarketing,#smm [6] brand,partnership [6] partnership,take [6] take,align [6] align,audience [6] audience,s 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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