The graph represents a network of 2,410 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, 18 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, 20-hour, 48-minute period from Sunday, 11 August 2019 at 20:03 UTC to Saturday, 17 August 2019 at 16:52 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 : 2410
Unique Edges : 2937
Edges With Duplicates : 6815
Total Edges : 9752
Number of Edge Types : 3
Mentions : 7285
Tweet : 2370
Replies to : 97
Self-Loops : 2370
Reciprocated Vertex Pair Ratio : 0.0472644868889608
Reciprocated Edge Ratio : 0.0902627511591963
Connected Components : 620
Single-Vertex Connected Components : 389
Maximum Vertices in a Connected Component : 1292
Maximum Edges in a Connected Component : 8295
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.148115
Graph Density : 0.000557211976526477
Modularity : 0.319758
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[691] #contest,#win [688] #followback,#giveaway [687] #giveaway,#contest [684] #win,#competition [683] #influencer,#influencermarketing [681] #crypto,#ico [674] #competition,#crypto [670] #followfriday,#followback [669] #bitcoin,#funny [665] #ico,#bitcoin Top Word Pairs in Tweet in G1:
[95] influencer,marketing [45] social,media [34] #influencer,#influencermarketing [23] #influencermarketing,#influencers [18] #influencermarketing,#contentcreators [18] #contentcreators,#earnwithmimaizon [16] gt,gt [16] instagram,influencers [15] #influencermarketing,#instagram [15] #marketing,#influencermarketing Top Word Pairs in Tweet in G2:
[57] 7,different [57] different,areas [57] areas,#startup [57] #startup,#marketing [57] #marketing,employ [57] employ,#growthhacking [57] #growthhacking,tactics [53] #socialmedia,#digitalmarketing [51] #digitalmarketing,#contentmarketing [47] click,gt Top Word Pairs in Tweet in G3:
[110] #influencerpromotion,#topcasestudy [103] #yourmustread,#influencerpromotion [99] #topcasestudy,#cybersecurity [96] zairesue,vivvus2 [95] vivvus2,tom__coleman [92] #cybersecurity,#knowledge [85] wanderingstarz1,lqiwfuokvh0ynyr [79] tom__coleman,wanderingstarz1 [63] #knowledge,#megatrends [59] #influencers,#influencermarketing Top Word Pairs in Tweet in G4:
[206] #socialmedia,#digitalmarketing [204] #digitalmarketing,#contentmarketing [166] #contentmarketing,#growthhacking [159] #growthhacking,#startup [120] #ecommerce,#marketing [115] #marketing,#influencermarketing [112] #influencermarketing,#blogging [111] #socialmedia,#socialmediamarketing [109] #blogging,#infographic [105] #startup,#seo Top Word Pairs in Tweet in G5:
[23] pressure,increasing [23] increasing,#consumergoods [23] #consumergoods,brands [23] brands,take [23] take,responsibility [23] responsibility,#environmentalsustainability [22] influencer,marketing [20] onalytica,pressure [15] #influencermarketing,strategy [15] strategy,builder Top Word Pairs in Tweet in G6:
[45] influencer,marketing [13] social,media [13] #dsmpls,#influencermarketing [9] comes,engagement [9] engagement,instagram [9] instagram,nano [9] nano,influencers [9] influencers,1k [9] 1k,10k [9] 10k,highest Top Word Pairs in Tweet in G7:
[34] influencer,marketing [12] social,media [12] #influencermarketing,summer [12] summer,social [9] ceo,svenwilliams77 [9] wednesday,bringing [9] bringing,influencer [9] marketing,industry [9] industry,together [9] together,over Top Word Pairs in Tweet in G8:
[64] #marketing,news [60] #advertising,newswire [44] #socialmedia,#advertising [40] #marketing,#socialmedia [40] #advertising,#influencermarketing [39] #socialmedia,#influencermarketing [28] #instagram,#influencermarketing [26] food,thought [26] thought,invest [26] invest,instagraminfluencers Top Word Pairs in Tweet in G9:
[30] influencer,marketing [13] check,out [10] b2b,brands [10] brands,utilize [10] utilize,#influencermarketing [10] #influencermarketing,check [10] out,guide [8] guide,#smm [7] marketing,work [7] work,neuroscience Top Word Pairs in Tweet in G10:
[28] s,#b2b [28] #b2b,#socialmediamarketing [28] #socialmediamarketing,strategy [28] strategy,see [28] see,insights [28] insights,here [28] here,#digitalmarketing [23] evankirstel,s [22] #socialmedia,#socialmediamarketing [22] #digitalmarketing,#conten 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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