The graph represents a network of 2,956 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 Thursday, 19 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 6-day, 0-hour, 53-minute period from Thursday, 12 September 2019 at 21:13 UTC to Wednesday, 18 September 2019 at 22:06 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 : 2956
Unique Edges : 3996
Edges With Duplicates : 7196
Total Edges : 11192
Number of Edge Types : 3
Mentions : 9101
Replies to : 104
Tweet : 1987
Self-Loops : 1987
Reciprocated Vertex Pair Ratio : 0.0470197102825932
Reciprocated Edge Ratio : 0.089816284871853
Connected Components : 676
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 1639
Maximum Edges in a Connected Component : 9406
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.108545
Graph Density : 0.000504752157417647
Modularity : 0.368008
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[508] influencer,marketing [271] social,media [222] #seo,#smm [207] #digitalmarketing,#contentmarketing [169] #influencermarketing,#digitalmarketing [165] #influencerpromotion,#topcasestudy [165] #contentmarketing,#growthhacking [159] #yourmustread,#influencerpromotion [157] #marketing,#digitalmarketing [151] #growthhacking,#startup Top Word Pairs in Tweet in G1:
[121] influencer,marketing [44] #influencer,#influencermarketing [41] social,media [23] #marketing,#influencermarketing [20] #influencers,#influencermarketing [19] #socialmedia,#socialmediamarketing [18] #socialmediamarketing,#digitalmarketing [18] #influencermarketing,#marketing [18] #influencermarketing,#influencers [17] #socialmedia,#influencermarketing Top Word Pairs in Tweet in G2:
[180] #seo,#smm [133] #marketing,#digitalmarketing [128] #b2b,#marketing [121] #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:
[79] influencer,marketing [45] pitfalls,avoid [43] 5,pitfalls [43] avoid,running [33] social,media [32] running,#influencermarketing [32] right,#influencer [31] #digitalmarketing,#contentmarketing [31] #socialmedia,#socialmediamarketing [29] #startup,#seo Top Word Pairs in Tweet in G4:
[102] influencer,marketing [29] influencermh,#influencermarketing [14] next,big [14] big,thing [11] #influencermarketing,platforms [11] marketing,trends [9] platforms,instagram [9] instagram,amplifying [9] amplifying,#instagram [9] #instagram,reach Top Word Pairs in Tweet in G5:
[163] #influencerpromotion,#topcasestudy [156] #yourmustread,#influencerpromotion [131] #topcasestudy,#cybersecurity [124] #promoedutech,#yourmustread [122] #cybersecurity,#knowledge [121] papaporter1,heroldbarton [110] _____yo_____yo,vairton5550 [94] #knowledge,#megatrends [77] vairton5550,srinualme [68] influencerprom1,grazytgrazynatt Top Word Pairs in Tweet in G6:
[103] many,brands [103] brands,don [103] don,t [103] t,take [103] take,time [103] time,check [103] check,choosing [103] choosing,wrong [103] wrong,influencers [103] influencers,bad Top Word Pairs in Tweet in G7:
[48] micro,influencers [48] influencers,engagement [48] engagement,amongst [48] amongst,followers [48] followers,followers [48] followers,tends [48] tends,higher [48] higher,much [48] much,higher [47] antgrasso,micro Top Word Pairs in Tweet in G8:
[14] congratulations,#themostinclusivehrinfluencerlist [14] #themostinclusivehrinfluencerlist,nominees [14] nominees,including [11] inclusive,hr [11] hr,influencer [11] influencer,list [10] #hr,#hrtech [10] socialmicole,congratulations [8] socialmicole,thrilled [6] thrilled,inclusive Top Word Pairs in Tweet in G9:
[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 [4] micro,influencers Top Word Pairs in Tweet in G10:
[88] #advertising,newswire [60] #marketing,news [58] #marketing,#socialmedia [58] #socialmedia,#influencermarketing [45] #socialmedia,#advertising [45] #advertising,#influencermarketing [31] marshawright,#advertising [16] marshawright,#marketing [10] climate,change [9] newswire,facebook Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: