The graph represents a network of 3,256 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, 22 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, 23-hour, 2-minute period from Monday, 15 July 2019 at 00:58 UTC to Sunday, 21 July 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 : 3256
Unique Edges : 4089
Edges With Duplicates : 6453
Total Edges : 10542
Number of Edge Types : 3
Tweet : 2049
Mentions : 8368
Replies to : 125
Self-Loops : 2049
Reciprocated Vertex Pair Ratio : 0.0341023069207623
Reciprocated Edge Ratio : 0.0659553831231814
Connected Components : 868
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 1495
Maximum Edges in a Connected Component : 7897
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.430283
Graph Density : 0.000389119743958454
Modularity : 0.384512
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[594] influencer,marketing [319] #socialmedia,#socialmediamarketing [285] #seo,#smm [242] #marketing,#influencermarketing [235] #digitalmarketing,#contentmarketing [220] social,media [197] #influencermarketing,#digitalmarketing [197] #socialmediamarketing,#digitalmarketing [174] #contentmarketing,#growthhacking [170] #growthhacking,#startup Top Word Pairs in Tweet in G1:
[162] influencer,marketing [47] #influencer,#influencermarketing [37] social,media [31] #influencermarketing,#influencers [28] #influencermarketing,jeffbullas [27] #influencers,#influencermarketing [22] #influencermarketing,#influencer [22] marketing,tactics [22] brand,awareness [21] #socialmedia,#influencermarketing Top Word Pairs in Tweet in G2:
[131] influencer,marketing [29] b2b,influencer [20] #influencermarketing,stats [18] collection,#influencermarketing [18] stats,insights [18] insights,#smm [16] #influencermarketing,campaign [16] ceo,leeodden [14] check,out [14] 5,key Top Word Pairs in Tweet in G3:
[276] #socialmedia,#socialmediamarketing [191] #digitalmarketing,#contentmarketing [167] #socialmediamarketing,#digitalmarketing [150] #contentmarketing,#growthhacking [150] #marketing,#influencermarketing [146] #growthhacking,#startup [140] #startup,#seo [139] #ecommerce,#marketing [138] #influencermarketing,#blogging [136] #blogging,#infographic Top Word Pairs in Tweet in G4:
[80] influencer,marketing [38] 7,best [38] best,ways [36] ways,brand [36] brand,benefit [32] benefit,#influencermarketing [30] #influencermarketing,janlgordon [30] #marketing,#influencermarketing [30] grow,followers [29] marketing,tactics Top Word Pairs in Tweet in G5:
[129] #seo,#smm [129] #smm,#marketing [129] #marketing,#blog [129] #blog,#blogger [129] #blogger,#contentmarketing [129] #contentmarketing,#crowdfunding [129] #crowdfunding,#win [129] #win,#contest [129] #contest,#giveaway [129] #giveaway,#influencermarketing Top Word Pairs in Tweet in G6:
[115] kugey,wanderingstarz1 [103] wanderingstarz1,masao__tanaka [92] glaveanton,vairton5550 [91] influencerprom1,glaveanton [73] vairton5550,kugey [66] kiyotaka_1991,_____yo_____yo [63] sumawun,influencerprom1 [63] #influencerpromotion,#topcasestudy [62] pestochampion,srinualme [61] _____yo_____yo,sumawun Top Word Pairs in Tweet in G7:
[107] mr,officialmcafee [107] officialmcafee,love [107] love,#blockchain [107] #blockchain,try [107] try,#webdollar [107] #webdollar,professional [107] professional,#coin [107] #coin,made [107] made,scratch [107] scratch,original Top Word Pairs in Tweet in G8:
[31] engage,influencers [29] time,engage [29] influencers,need [29] need,short [29] short,video [29] video,#b2b [29] #b2b,influencer [28] influencer,engagement [28] engagement,83 [21] wearablesexpert,time Top Word Pairs in Tweet in G9:
[7] #influencers,#influencermarketing [6] #pr,#influencers [5] influencer,marketing [4] desitraveler,seemaahuja1 [4] rashmirnaik,jvbakshi [4] jvbakshi,samir_kapur [4] samir_kapur,theurgetowander [4] marketing,matures [4] matures,influencers [4] influencers,motivations Top Word Pairs in Tweet in G10:
[62] poderosa,baza [62] baza,tener [62] tener,cuenta [62] cuenta,estrategia [62] estrategia,marketing [62] marketing,eres [62] eres,microinfluencer [62] microinfluencer,marca [60] anapatricia_gc,poderosa [16] marca,tal 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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