The graph represents a network of 2,563 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 Tuesday, 09 July 2019 at 06:07 UTC.
The requested start date was Sunday, 07 July 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, 17-hour, 42-minute period from Tuesday, 02 July 2019 at 06:19 UTC to Sunday, 07 July 2019 at 00:01 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 : 2563
Unique Edges : 3100
Edges With Duplicates : 3933
Total Edges : 7033
Number of Edge Types : 3
Mentions : 5131
Tweet : 1838
Replies to : 64
Self-Loops : 1838
Reciprocated Vertex Pair Ratio : 0.0396106075864384
Reciprocated Edge Ratio : 0.0762027768808524
Connected Components : 660
Single-Vertex Connected Components : 451
Maximum Vertices in a Connected Component : 1452
Maximum Edges in a Connected Component : 5506
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.43448
Graph Density : 0.000471643087558095
Modularity : 0.429627
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[726] #socialmedia,#socialmediamarketing [662] #digitalmarketing,#contentmarketing [524] #socialmedia,#digitalmarketing [523] #seo,#smm [515] #marketing,#influencermarketing [492] #growthhacking,#startup [490] #contentmarketing,#growthhacking [489] #startup,#seo [462] #influencermarketing,#blogging [461] influencer,marketing Top Word Pairs in Tweet in G1:
[108] influencer,marketing [99] à,à [30] social,media [27] #influencer,#influencermarketing [24] check,out [20] ã,ã [17] #influencermarketing,#socialmedia [17] #influencermarketing,#marketing [15] #influencermarketing,#digitalmarketing [15] #influencers,#influencermarketing Top Word Pairs in Tweet in G2:
[44] #advertising,newswire [35] 7,different [35] different,areas [35] areas,#startup [35] #startup,#marketing [35] #marketing,employ [35] employ,#growthhacking [35] #growthhacking,tactics [32] #marketing,news [26] #socialmedia,#influencermarketing Top Word Pairs in Tweet in G3:
[642] #socialmedia,#socialmediamarketing [580] #digitalmarketing,#contentmarketing [469] #seo,#smm [468] #socialmedia,#digitalmarketing [439] #startup,#seo [435] #marketing,#influencermarketing [431] #growthhacking,#startup [430] #contentmarketing,#growthhacking [411] #influencermarketing,#blogging [398] #blogging,#infographic Top Word Pairs in Tweet in G4:
[53] influencer,marketing [38] influencermh,#influencermarketing [21] #digitalmarketing,#contentmarketing [21] growwithgrin,#influencermarketing [20] #contentmarketing,#growthhacking [18] #growthhacking,#startup [14] #socialmediamarketing,#digitalmarketing [14] #ecommerce,#marketing [14] marketing,official [14] official,influencer Top Word Pairs in Tweet in G5:
[91] influencer,marketing [33] #seo,#smm [32] #marketing,#influencermarketing [29] #smm,#ecommerce [28] #ecommerce,#marketing [26] #startup,#seo [22] #socialmedia,#socialmediamarketing [21] #socialmediamarketing,#digitalmarketing [21] #growthhacking,#startup [21] #influencermarketing,#blogging Top Word Pairs in Tweet in G6:
[118] check,out [118] out,latest [118] latest,article [118] article,tiktok [118] tiktok,made [118] made,easy [118] easy,linkedin [118] linkedin,#marketing [118] #marketing,#strategy [118] #strategy,#tiktok Top Word Pairs in Tweet in G7:
[43] influencer,marketing [9] white,paper [8] latest,white [8] blackout,invisible [8] invisible,stats [8] stats,change [8] change,world [8] social,media [7] paper,out [7] out,instagram Top Word Pairs in Tweet in G8:
[9] influencer,marketing [7] passle,peterspringett [7] peterspringett,#instagram [6] #influencermarketing,#socialmedia [6] rã,ussir [6] ussir,partenariat [6] partenariat,avec [6] ðÿ,œ [5] #timtalks,launching [5] launching,12 Top Word Pairs in Tweet in G9:
[32] di,#influencermarketing [21] 10,anni [18] di,talkwalkerit [17] onim_online,il [13] franzrusso,all'evento [13] #influencermarketing,e [13] nell,#influencermarketing [13] evento,di [12] il,55 [12] raffaellamoroso,e Top Word Pairs in Tweet in G10:
[29] influencer,marketing [13] raconteur,antgrasso [12] investments,influencer [12] marketing,continue [12] continue,skyrocket [9] ianljones98,investments [8] skyrocket,raconteur [6] make,influencer [6] marketing,work [6] work,many Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: