The graph represents a network of 2,451 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, 20 August 2019 at 06:10 UTC.
The requested start date was Sunday, 18 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, 17-hour, 44-minute period from Monday, 12 August 2019 at 06:13 UTC to Saturday, 17 August 2019 at 23:57 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 : 2451
Unique Edges : 3036
Edges With Duplicates : 6235
Total Edges : 9271
Number of Edge Types : 3
Tweet : 2318
Mentions : 6868
Replies to : 85
Self-Loops : 2318
Reciprocated Vertex Pair Ratio : 0.0461828463713478
Reciprocated Edge Ratio : 0.0882882882882883
Connected Components : 613
Single-Vertex Connected Components : 386
Maximum Vertices in a Connected Component : 1345
Maximum Edges in a Connected Component : 7825
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.086289
Graph Density : 0.000554542502435491
Modularity : 0.344094
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[628] #influencer,#influencermarketing [601] #contest,#win [600] #followback,#giveaway [598] #giveaway,#contest [592] #win,#competition [589] #followfriday,#followback [588] #crypto,#ico [582] #competition,#crypto [581] #bitcoin,#funny [575] #ff,#followfriday Top Word Pairs in Tweet in G1:
[95] influencer,marketing [45] social,media [33] #influencer,#influencermarketing [23] #influencermarketing,#influencers [18] #influencermarketing,#contentcreators [18] #contentcreators,#earnwithmimaizon [17] instagram,influencers [16] #influencermarketing,#instagram [15] #marketing,#influencermarketing [15] #influencermarketing,#marketing Top Word Pairs in Tweet in G2:
[63] 7,different [63] different,areas [63] areas,#startup [63] #startup,#marketing [63] #marketing,employ [63] employ,#growthhacking [62] #growthhacking,tactics [48] #socialmedia,#digitalmarketing [45] #digitalmarketing,#contentmarketing [41] influencer,marketing Top Word Pairs in Tweet in G3:
[105] zairesue,vivvus2 [105] #influencerpromotion,#topcasestudy [99] #yourmustread,#influencerpromotion [98] vivvus2,tom__coleman [94] #topcasestudy,#cybersecurity [86] #cybersecurity,#knowledge [82] tom__coleman,wanderingstarz1 [71] wanderingstarz1,lqiwfuokvh0ynyr [65] #knowledge,#megatrends [57] vipeurope5,sumawun Top Word Pairs in Tweet in G4:
[212] #socialmedia,#digitalmarketing [209] #digitalmarketing,#contentmarketing [168] #contentmarketing,#growthhacking [160] #growthhacking,#startup [118] #ecommerce,#marketing [114] #socialmedia,#socialmediamarketing [112] #marketing,#influencermarketing [109] #influencermarketing,#blogging [106] #blogging,#infographic [103] #startup,#seo Top Word Pairs in Tweet in G5:
[43] social,media [42] traditional,media [41] unlike,traditional [41] media,always [41] always,grappled [41] grappled,quantitative [41] quantitative,success [41] success,metrics [41] metrics,social [41] media,strong Top Word Pairs in Tweet in G6:
[42] influencer,marketing [13] #dsmpls,#influencermarketing [12] social,media [10] comes,engagement [10] engagement,instagram [10] instagram,nano [10] nano,influencers [10] influencers,1k [10] 1k,10k [10] 10k,highest Top Word Pairs in Tweet in G7:
[66] #marketing,news [61] #advertising,newswire [45] #socialmedia,#advertising [41] #advertising,#influencermarketing [40] #marketing,#socialmedia [39] #socialmedia,#influencermarketing [28] #instagram,#influencermarketing [26] invest,instagram [26] instagram,influencers [26] influencers,#instagram Top Word Pairs in Tweet in G8:
[33] influencer,marketing [12] #influencermarketing,summer [12] summer,social [9] wednesday,bringing [9] bringing,influencer [9] marketing,industry [9] industry,together [9] together,over [9] over,few [9] few,drinks Top Word Pairs in Tweet in G9:
[29] influencer,marketing [13] check,out [10] b2b,brands [10] brands,utilize [10] utilize,#influencermarketing [10] #influencermarketing,check [10] out,guide [8] marketing,work [8] work,neuroscience [8] neuroscience,answers Top Word Pairs in Tweet in G10:
[12] influencermh,#influencermarketing [7] influencer,marketing [5] #influencermarketing,platforms [5] influencers,contribute [5] contribute,purchase [5] purchase,decision [5] decision,process [5] process,v [5] v,viralnationinc [5] viralnationinc,#smm Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: