The graph represents a network of 2,990 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, 26 August 2019 at 06:09 UTC.
The requested start date was Sunday, 25 August 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, 7-hour, 6-minute period from Monday, 19 August 2019 at 16:53 UTC to Sunday, 25 August 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 : 2990
Unique Edges : 3926
Edges With Duplicates : 5797
Total Edges : 9723
Number of Edge Types : 3
Mentions : 7523
Tweet : 2108
Replies to : 92
Self-Loops : 2108
Reciprocated Vertex Pair Ratio : 0.0461500493583416
Reciprocated Edge Ratio : 0.0882283557442793
Connected Components : 668
Single-Vertex Connected Components : 420
Maximum Vertices in a Connected Component : 1621
Maximum Edges in a Connected Component : 7991
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.409799
Graph Density : 0.000474314403649502
Modularity : 0.410374
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[491] influencer,marketing [484] #digitalmarketing,#contentmarketing [445] #socialmedia,#digitalmarketing [367] #contentmarketing,#growthhacking [340] #growthhacking,#startup [334] #influencer,#influencermarketing [299] #ecommerce,#marketing [288] #marketing,#influencermarketing [260] gt,gt [241] #influencermarketing,#blogging Top Word Pairs in Tweet in G1:
[101] influencer,marketing [45] #influencer,#influencermarketing [40] gt,gt [34] social,media [22] #influencermarketing,#influencers [20] #influencermarketing,#influencer [19] #marketing,#influencermarketing [17] #influencermarketing,#socialmedia [14] #socialmedia,#socialmediamarketing [14] micro,influencers Top Word Pairs in Tweet in G2:
[428] #digitalmarketing,#contentmarketing [397] #socialmedia,#digitalmarketing [343] #contentmarketing,#growthhacking [325] #growthhacking,#startup [280] #ecommerce,#marketing [237] #marketing,#influencermarketing [229] #startup,#seo [219] #influencermarketing,#blogging [213] #blogging,#infographic [208] #seo,#smm Top Word Pairs in Tweet in G3:
[82] #influencerpromotion,#topcasestudy [64] #yourmustread,#influencerpromotion [64] #topcasestudy,#cybersecurity [64] pestochampion,srinualme [63] peterleah18,heroldbarton [57] zairesue,vivvus2 [57] ai_miami,peterleah18 [52] #cybersecurity,#knowledge [48] ame_2i,influencerprom1 [42] #influencers,#influencermarketing Top Word Pairs in Tweet in G4:
[147] gt,gt [108] link,gt [84] influencer,marketing [75] want,influencer [75] influencer,pick [75] pick,persona [75] persona,start [75] start,building [75] building,best [75] best,#digital Top Word Pairs in Tweet in G5:
[21] influencer,marketing [18] check,out [18] wanna,know [18] know,magic [18] magic,recipe [18] recipe,drive [18] drive,demand [18] demand,gen [18] gen,sales [18] sales,watch Top Word Pairs in Tweet in G6:
[67] influencer,marketing [10] read,more [9] social,media [8] #microinfluencers,#influencermarketing [8] psychology,influencer [8] marketing,forbes [8] shane_barker,#influencermarketing [7] 5,steps [7] #marketing,#influencermarketing [7] #influencermarketing,nodexl Top Word Pairs in Tweet in G7:
[86] #influencer,#marketers [86] #marketers,#brands [82] best,digital [82] digital,marketing [82] marketing,hashtags [82] hashtags,instagram [82] instagram,#influencer [81] blogginandlivin,best [81] #brands,#influen [13] love,connect Top Word Pairs in Tweet in G8:
[83] #business,needs [83] needs,full [83] full,#marketing [83] #marketing,strategy [83] strategy,ads [83] ads,#contentmarketing [83] #contentmarketing,influencers [83] influencers,#smm [83] #smm,#influencermarketing [82] drse0,#business Top Word Pairs in Tweet in G9:
[87] #marketing,news [83] #advertising,newswire [56] #marketing,#socialmedia [53] #socialmedia,#influencermarketing [49] #socialmedia,#advertising [44] marshawright,#marketing [41] #advertising,#influencermarketing [34] marshawright,#advertising [16] social,media [15] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G10:
[28] les,nano [28] nano,influenceurs [28] influenceurs,vont [28] vont,ils [28] ils,détrôner [28] détrôner,les [28] les,méga [28] méga,influenceurs [28] influenceurs,#influenceur [27] benoit_anger,les Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: