The graph represents a network of 2,812 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 Sunday, 16 June 2019 at 06:08 UTC.
The requested start date was Sunday, 16 June 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, 4-hour, 21-minute period from Tuesday, 11 June 2019 at 12:49 UTC to Saturday, 15 June 2019 at 17:10 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 : 2812
Unique Edges : 3244
Edges With Duplicates : 3553
Total Edges : 6797
Number of Edge Types : 3
Mentions : 5022
Tweet : 1723
Replies to : 52
Self-Loops : 1723
Reciprocated Vertex Pair Ratio : 0.0337837837837838
Reciprocated Edge Ratio : 0.065359477124183
Connected Components : 649
Single-Vertex Connected Components : 386
Maximum Vertices in a Connected Component : 1521
Maximum Edges in a Connected Component : 5094
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.82301
Graph Density : 0.000406475677497415
Modularity : 0.468146
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[737] #digitalmarketing,#contentmarketing [695] #socialmedia,#digitalmarketing [595] #socialmedia,#socialmediamarketing [505] influencer,marketing [462] #marketing,#influencermarketing [424] #contentmarketing,#growthhacking [411] #growthhacking,#startup [397] #influencermarketing,#blogging [388] #startup,#seo [385] #blogging,#infographic Top Word Pairs in Tweet in G1:
[81] influencer,marketing [37] #influencer,#influencermarketing [26] #marketing,#influencermarketing [18] social,media [18] #digitalmarketing,#influencermarketing [18] check,out [17] #influencermarketing,#influencers [16] #influencers,#influencermarketing [15] micro,influencers [13] #influencermarketing,#blogging Top Word Pairs in Tweet in G2:
[669] #digitalmarketing,#contentmarketing [621] #socialmedia,#digitalmarketing [485] #socialmedia,#socialmediamarketing [401] #contentmarketing,#growthhacking [397] #marketing,#influencermarketing [387] #growthhacking,#startup [377] #influencermarketing,#blogging [370] #startup,#seo [366] #blogging,#infographic [292] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G3:
[34] #business,needs [34] needs,full [34] strategy,#socialmedia [32] full,#marketing [32] #marketing,strategy [32] #socialmedia,ads [32] ads,#contentmarketing [32] #contentmarketing,influencers [30] influencers,#smm [28] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G4:
[233] zestisapp,#socialmedia [225] #socialmedia,#growthhacking [222] #digitalmarketing,#influencermarketing [220] #contentmarketing,#digitalmarketing [220] #growthhacking,#socialmediamarketing [219] #socialmediamarketing,#startup [219] #startup,#saas [219] #saas,#seo [219] #seo,#marketing [219] #marketing,#contentmarketing Top Word Pairs in Tweet in G5:
[39] influencer,marketing [39] influencermh,#influencermarketing [24] growwithgrin,#influencermarketing [18] next,big [18] big,thing [14] use,influencer [14] marketing,promote [14] promote,events [14] events,5 [14] 5,tips Top Word Pairs in Tweet in G6:
[8] kiyotaka_1991,_____yo_____yo [8] randialso,ame_2i [8] pestochampion,srinualme [8] #cybersecurity,#knowledge [8] #knowledge,#megatrends [7] #megatrends,#influencers [7] #smm,#bigdata [7] #bigdata,#socialmedia [7] peterleah18,sumawun [6] kugey,wanderingstarz1 Top Word Pairs in Tweet in G7:
[108] #seo,#smm [108] #smm,#marketing [107] #marketing,#blog [107] #blog,#blogger [106] #blogger,#contentmarketing [106] #contentmarketing,#crowdfunding [106] #crowdfunding,#win [106] #win,#contest [106] #contest,#giveaway [106] #giveaway,#influencermarketing Top Word Pairs in Tweet in G8:
[45] influencer,marketing [9] 2019,infographic [8] marketing,panel [8] panel,affiliatehuddle [8] affiliatehuddle,covered [8] covered,likes [8] likes,#influencermarketing [8] #influencermarketing,budgets [8] budgets,roi [8] roi,intent Top Word Pairs in Tweet in G9:
[13] influencer,marketing [7] #influencermarketing,results [7] results,average [7] average,#roi [7] #roi,11 [7] 11,times [7] times,higher [7] higher,traditional [7] traditional,marketing [7] marketing,methods Top Word Pairs in Tweet in G10:
[22] influencer,marketing [17] #influencermarketing,due [17] due,italiani [17] italiani,tre [15] tre,comprano [15] comprano,dai [15] dai,#socialmedia [15] #socialmedia,#smm [15] #smm,#influencer [15] #influencer,ipsositalia 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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