The graph represents a network of 2,923 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 Friday, 20 September 2019 at 02:35 UTC.
The requested start date was Thursday, 19 September 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, 22-hour, 6-minute period from Friday, 13 September 2019 at 01:42 UTC to Wednesday, 18 September 2019 at 23:48 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 : 2923
Unique Edges : 3978
Edges With Duplicates : 7189
Total Edges : 11167
Number of Edge Types : 3
Mentions : 9101
Tweet : 1960
Replies to : 106
Self-Loops : 1960
Reciprocated Vertex Pair Ratio : 0.0496301598663803
Reciprocated Edge Ratio : 0.0945669470334167
Connected Components : 671
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 1608
Maximum Edges in a Connected Component : 9341
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.107872
Graph Density : 0.000515044714873166
Modularity : 0.36671
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[503] influencer,marketing [280] social,media [222] #seo,#smm [208] #digitalmarketing,#contentmarketing [169] #influencermarketing,#digitalmarketing [167] #contentmarketing,#growthhacking [166] #marketing,#digitalmarketing [163] #influencerpromotion,#topcasestudy [160] #b2b,#marketing [157] #yourmustread,#influencerpromotion Top Word Pairs in Tweet in G1:
[116] influencer,marketing [48] #influencer,#influencermarketing [41] social,media [22] #marketing,#influencermarketing [19] #socialmedia,#socialmediamarketing [19] #influencers,#influencermarketing [18] #socialmediamarketing,#digitalmarketing [17] #socialmedia,#influencermarketing [17] #influencermarketing,#influencers [17] #followfriday,#followback Top Word Pairs in Tweet in G2:
[180] #seo,#smm [146] #b2b,#marketing [141] #marketing,#digitalmarketing [123] #digitalmarketing,#contentmarketing [121] #smm,#marketing [120] #marketing,#blog [120] #blog,#blogger [120] #blogger,#contentmarketing [120] #contentmarketing,#crowdfunding [120] #crowdfunding,#win Top Word Pairs in Tweet in G3:
[83] influencer,marketing [45] pitfalls,avoid [43] 5,pitfalls [43] avoid,running [35] social,media [32] running,#influencermarketing [32] right,#influencer [31] #socialmedia,#socialmediamarketing [30] #digitalmarketing,#contentmarketing [28] #startup,#seo Top Word Pairs in Tweet in G4:
[100] influencer,marketing [29] influencermh,#influencermarketing [12] next,big [12] big,thing [11] marketing,trends [10] #influencermarketing,platforms [9] taugenthaler,#influencermarketing [9] 10,biggest [9] biggest,influencer [9] trends,2019 Top Word Pairs in Tweet in G5:
[161] #influencerpromotion,#topcasestudy [154] #yourmustread,#influencerpromotion [129] #topcasestudy,#cybersecurity [123] #promoedutech,#yourmustread [120] #cybersecurity,#knowledge [119] papaporter1,heroldbarton [104] _____yo_____yo,vairton5550 [92] #knowledge,#megatrends [72] grazytgrazynatt,wanderingstarz1 [71] janetnestor,kugey Top Word Pairs in Tweet in G6:
[104] many,brands [104] brands,don [104] don,t [104] t,take [104] take,time [104] time,check [104] check,choosing [104] choosing,wrong [104] wrong,influencers [104] influencers,bad Top Word Pairs in Tweet in G7:
[49] micro,influencers [49] influencers,engagement [49] engagement,amongst [49] amongst,followers [49] followers,followers [49] followers,tends [49] tends,higher [49] higher,much [49] much,higher [48] antgrasso,micro Top Word Pairs in Tweet in G8:
[7] seasonal,events [6] instagram,builds [6] community,through [6] through,seasonal [6] events,#instabeach [4] #instabeach,#influencermarketing [4] influencer,marketing [4] go,checkout [4] social,media [3] builds,#contentcreator Top Word Pairs in Tweet in G9:
[14] congratulations,#themostinclusivehrinfluencerlist [14] #themostinclusivehrinfluencerlist,nominees [14] nominees,including [11] inclusive,hr [11] hr,influencer [11] influencer,list [10] socialmicole,congratulations [9] #hr,#hrtech [6] thrilled,inclusive [6] list,turning Top Word Pairs in Tweet in G10:
[86] #advertising,newswire [61] #marketing,news [58] #marketing,#socialmedia [58] #socialmedia,#influencermarketing [45] #socialmedia,#advertising [45] #advertising,#influencermarketing [29] marshawright,#advertising [17] marshawright,#marketing [10] climate,change [10] social,media Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: