The graph represents a network of 2,741 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 Wednesday, 04 September 2019 at 06:09 UTC.
The requested start date was Sunday, 01 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 4-day, 0-hour, 55-minute period from Monday, 26 August 2019 at 15:58 UTC to Friday, 30 August 2019 at 16:53 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 : 2741
Unique Edges : 3262
Edges With Duplicates : 5082
Total Edges : 8344
Number of Edge Types : 3
Tweet : 2023
Mentions : 6252
Replies to : 69
Self-Loops : 2023
Reciprocated Vertex Pair Ratio : 0.0467732386027235
Reciprocated Edge Ratio : 0.0893665158371041
Connected Components : 637
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 1253
Maximum Edges in a Connected Component : 6266
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.829683
Graph Density : 0.00047081756618209
Modularity : 0.406097
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[583] #digitalmarketing,#contentmarketing [581] #socialmedia,#digitalmarketing [497] #socialmedia,#socialmediamarketing [432] #marketing,#influencermarketing [424] influencer,marketing [417] #contentmarketing,#growthhacking [408] #growthhacking,#startup [391] #startup,#seo [387] #influencermarketing,#blogging [367] #blogging,#infographic Top Word Pairs in Tweet in G1:
[75] influencer,marketing [39] #influencer,#influencermarketing [22] social,media [16] #followfriday,#followback [15] #win,#competition [15] #influencermarketing,#influencers [14] #marketing,#influencermarketing [13] #followback,#giveaway [13] #giveaway,#contest [13] #ff,#followfriday Top Word Pairs in Tweet in G2:
[539] #digitalmarketing,#contentmarketing [536] #socialmedia,#digitalmarketing [411] #socialmedia,#socialmediamarketing [401] #contentmarketing,#growthhacking [398] #growthhacking,#startup [389] #marketing,#influencermarketing [382] #startup,#seo [365] #influencermarketing,#blogging [351] #blogging,#infographic [350] #ecommerce,#marketing Top Word Pairs in Tweet in G3:
[242] #business,needs [242] needs,full [242] full,#marketing [242] #marketing,strategy [242] strategy,ads [242] ads,#contentmarketing [242] #contentmarketing,influencers [242] influencers,#smm [242] #smm,#influencermarketing [240] drse0,#business Top Word Pairs in Tweet in G4:
[145] want,trends [145] trends,under [145] under,brand's [145] brand's,belt [145] belt,hype [145] hype,nation [145] nation,products [145] products,services [145] services,organic [145] organic,content Top Word Pairs in Tweet in G5:
[93] influencer,marketing [14] find,out [14] sarah,grattongirl [14] grattongirl,speaking [14] speaking,thebcma [14] thebcma,evening [14] evening,18 [14] 18,00 [14] 00,love [14] love,join Top Word Pairs in Tweet in G6:
[23] influencer,marketing [20] areas,#startup [20] #startup,#marketing [20] #growthhacking,tactics [20] #b2b,marketing [20] marketing,#influencers [20] follow,sam___hurley [20] sam___hurley,nedfl [20] nedfl,evankirstel [20] evankirstel,tabithanaylor Top Word Pairs in Tweet in G7:
[67] #advertising,newswire [49] #marketing,news [42] #marketing,#socialmedia [40] #socialmedia,#influencermarketing [28] #socialmedia,#advertising [27] #advertising,#influencermarketing [27] marshawright,#advertising [22] marshawright,#marketing [9] influencer,marketing [7] #business,needs Top Word Pairs in Tweet in G8:
[11] #psychology,#influencermarketing [11] #influencermarketing,#socialmediamarketing [11] #socialmediamarketing,#marketing [10] tamaramccleary,#psychology [9] 3,powerful [9] powerful,uses [9] uses,#machinelearning [9] #machinelearning,#marketing [9] #marketing,albizu [9] albizu,entrepreneur Top Word Pairs in Tweet in G9:
[20] influencer,marketing [11] influencermh,#influencermarketing [6] #influencermarketing,#socialmedia [6] nail,2019 [6] 2019,influencer [6] influencer,#marketing [6] #marketing,strategy [6] strategy,v [6] v,viralnationinc [6] viralnationinc,#influencermarketing Top Word Pairs in Tweet in G10:
[11] influencer,marketing [10] 5,key [10] #influencermarketing,efforts [9] #influencermarketing,strategy [9] looking,add [9] add,#influencermarketing [9] #influencermarketing,content [9] content,mix [9] mix,pancomm [9] pancomm,#digitalmarketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
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 G9:
Top Tweeters in G10: