The graph represents a network of 2,437 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, 19 August 2019 at 06:09 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, 18-hour, 39-minute period from Monday, 12 August 2019 at 05:18 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 : 2437
Unique Edges : 3015
Edges With Duplicates : 6230
Total Edges : 9245
Number of Edge Types : 3
Tweet : 2331
Mentions : 6828
Replies to : 86
Self-Loops : 2331
Reciprocated Vertex Pair Ratio : 0.0465779467680608
Reciprocated Edge Ratio : 0.0890099909173479
Connected Components : 617
Single-Vertex Connected Components : 389
Maximum Vertices in a Connected Component : 1327
Maximum Edges in a Connected Component : 7803
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.075942
Graph Density : 0.000556385445239746
Modularity : 0.342377
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[646] #influencer,#influencermarketing [621] #contest,#win [620] #followback,#giveaway [618] #giveaway,#contest [611] #win,#competition [609] #followfriday,#followback [606] #crypto,#ico [600] #competition,#crypto [598] #bitcoin,#funny [595] #ff,#followfriday Top Word Pairs in Tweet in G1:
[95] influencer,marketing [46] social,media [34] #influencer,#influencermarketing [23] #influencermarketing,#influencers [18] #influencermarketing,#contentcreators [18] #contentcreators,#earnwithmimaizon [17] instagram,influencers [16] gt,gt [16] #influencermarketing,#instagram [15] #marketing,#influencermarketing Top Word Pairs in Tweet in G2:
[58] 7,different [58] different,areas [58] areas,#startup [58] #startup,#marketing [58] #marketing,employ [58] employ,#growthhacking [58] #growthhacking,tactics [46] #socialmedia,#digitalmarketing [44] #digitalmarketing,#contentmarketing [41] influencer,marketing Top Word Pairs in Tweet in G3:
[105] zairesue,vivvus2 [104] #influencerpromotion,#topcasestudy [98] vivvus2,tom__coleman [98] #yourmustread,#influencerpromotion [93] #topcasestudy,#cybersecurity [85] #cybersecurity,#knowledge [82] tom__coleman,wanderingstarz1 [71] wanderingstarz1,lqiwfuokvh0ynyr [64] #knowledge,#megatrends [57] vipeurope5,sumawun Top Word Pairs in Tweet in G4:
[214] #socialmedia,#digitalmarketing [211] #digitalmarketing,#contentmarketing [169] #contentmarketing,#growthhacking [161] #growthhacking,#startup [119] #ecommerce,#marketing [114] #socialmedia,#socialmediamarketing [113] #marketing,#influencermarketing [110] #influencermarketing,#blogging [107] #blogging,#infographic [104] #startup,#seo Top Word Pairs in Tweet in G5:
[33] social,media [32] traditional,media [31] unlike,traditional [31] media,always [31] always,grappled [31] grappled,quantitative [31] quantitative,success [31] success,metrics [31] metrics,social [31] media,strong Top Word Pairs in Tweet in G6:
[42] influencer,marketing [13] #dsmpls,#influencermarketing [10] 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:
[65] #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:
[11] influencermh,#influencermarketing [6] 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:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: