The graph represents a network of 7,257 Twitter users whose recent tweets contained "Influencer Marketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Wednesday, 19 June 2019 at 09:02 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 18-minute period from Sunday, 09 June 2019 at 15:15 UTC to Wednesday, 19 June 2019 at 07:33 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 : 7257
Unique Edges : 9000
Edges With Duplicates : 4618
Total Edges : 13618
Number of Edge Types : 4
Mentions : 5624
Tweet : 4142
Retweet : 3526
Replies to : 326
Self-Loops : 4252
Reciprocated Vertex Pair Ratio : 0.0425276629782696
Reciprocated Edge Ratio : 0.0815856777493606
Connected Components : 2510
Single-Vertex Connected Components : 1827
Maximum Vertices in a Connected Component : 2875
Maximum Edges in a Connected Component : 7737
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.775313
Graph Density : 0.00014850885712901
Modularity : 0.595191
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5510] influencer,marketing [799] social,media [356] #influencer,#marketing [315] #seo,#smm [296] marketing,trends [276] #influencermarketing,#digitalmarketing [269] #marketing,#influencermarketing [265] 2019,infographic [246] #digitalmarketing,#contentmarketing [225] stats,2019 Top Word Pairs in Tweet in G1:
[1559] influencer,marketing [172] social,media [171] marketing,trends [150] stats,2019 [149] 2019,infographic [143] trends,stats [141] 20,influencer [68] #influencer,#marketing [67] marketing,campaign [56] marketing,platform Top Word Pairs in Tweet in G2:
[469] influencer,marketing [198] #seo,#smm [195] #influencermarketing,#digitalmarketing [189] #digitalmarketing,#influencer [188] #smm,#marketing [188] #marketing,#blog [188] #blog,#blogger [188] #blogger,#contentmarketing [188] #contentmarketing,#crowdfunding [188] #crowdfunding,#win Top Word Pairs in Tweet in G3:
[363] influencer,marketing [53] read,more [47] influencermh,#influencermarketing [38] more,shane_barker [37] social,media [36] gt,gt [35] shane_barker,#influencermarketing [32] #influencer,#marketing [32] know,influencermh [31] marketing,platforms Top Word Pairs in Tweet in G4:
[280] influencer,marketing [170] #digitalmarketing,#contentmarketing [133] #growthhacking,#startup [133] #startup,#seo [130] #contentmarketing,#growthhacking [128] #marketing,#influencermarketing [127] #blogging,#infographic [123] #influencermarketing,#blogging [98] #ecommerce,#marketing [90] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G5:
[191] see,magic [191] magic,doing [191] doing,perfect [191] perfect,lens [191] lens,through [191] through,view [191] view,struggle [191] struggle,esports [191] esports,industry [191] industry,facing Top Word Pairs in Tweet in G6:
[214] influencer,marketing [50] gt,gt [28] #socialmedia,#myrosys [28] influencer,brennermichael [23] #myrosys,#influencermarketing [23] #influencermarketing,#myrosys [23] #myrosys,visit [22] 11,times [21] #influencermarketing,results [21] results,average Top Word Pairs in Tweet in G7:
[175] influencer,marketing [154] breaking,study [154] study,finds [154] finds,consumers [154] consumers,now [154] now,consider [154] consider,influencer [154] marketing,pretty [154] pretty,much [154] much,ads Top Word Pairs in Tweet in G8:
[64] 2019,infographic [56] infographic,socialmedia2day [54] influencer,marketing [52] 20,tendances [52] tendances,sur [52] sur,le [52] le,#marketing [52] à,connaître [52] connaître,en [52] en,2019 Top Word Pairs in Tweet in G9:
[155] influencer,marketing [94] #influencer,#marketing [54] social,media [32] raymondmorinv2,#influencer [19] marketing,strategy [18] media,influencer [15] generates,results [14] strategy,generates [13] find,out [12] influence,marketing Top Word Pairs in Tweet in G10:
[44] influencer,marketing [14] paid,social [9] social,media [9] amp,influencer [8] social,amp [8] influencer,masterclass [7] disregard,speculation [7] still,necessity [7] gt,#dreamersanddoers [6] helping,educate Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: