The graph represents a network of 2,488 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, 19 May 2019 at 06:07 UTC.
The requested start date was Sunday, 19 May 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 3-day, 15-hour, 1-minute period from Tuesday, 14 May 2019 at 02:08 UTC to Friday, 17 May 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 : 2488
Unique Edges : 2756
Edges With Duplicates : 3921
Total Edges : 6677
Number of Edge Types : 3
Tweet : 2001
Mentions : 4623
Replies to : 53
Self-Loops : 2001
Reciprocated Vertex Pair Ratio : 0.0358641739793972
Reciprocated Edge Ratio : 0.0692449355432781
Connected Components : 635
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 1297
Maximum Edges in a Connected Component : 5091
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.548981
Graph Density : 0.000438776816293601
Modularity : 0.410402
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1093] #digitalmarketing,#contentmarketing [990] #socialmedia,#digitalmarketing [805] #contentmarketing,#growthhacking [743] #marketing,#influencermarketing [739] #growthhacking,#startup [699] #startup,#seo [674] #influencermarketing,#blogging [653] #socialmedia,#socialmediamarketing [629] #blogging,#infographic [521] #ecommerce,#marketing Top Word Pairs in Tweet in G1:
[71] influencer,marketing [33] #influencer,#influencermarketing [24] social,media [23] #influencers,#influencermarketing [19] #socialmedia,#influencermarketing [14] #marketing,#influencermarketing [14] #influencermarketing,#influencers [14] #influencermarketing,#influencer [13] micro,influencers [13] #socialmediamarketing,#influencermarketing Top Word Pairs in Tweet in G2:
[1030] #digitalmarketing,#contentmarketing [934] #socialmedia,#digitalmarketing [777] #contentmarketing,#growthhacking [716] #growthhacking,#startup [693] #marketing,#influencermarketing [688] #startup,#seo [660] #influencermarketing,#blogging [617] #blogging,#infographic [605] #socialmedia,#socialmediamarketing [500] #ecommerce,#marketing Top Word Pairs in Tweet in G3:
[44] influencer,marketing [31] shane_barker,#influencermarketing [20] learn,more [20] gt,gt [19] social,media [16] gt,#influencermarketing [12] need,know [12] more,shane_barker [11] growwithgrin,#influencermarketing [10] #influencermarketing,here's Top Word Pairs in Tweet in G4:
[40] influencer,marketing [21] timothy_hughes,digitalleadersa [20] digitalleadersa,#influencer [20] #socialmedia,#digitalmarketing [17] #digitalmarketing,#contentmarketing [13] measure,influence [13] influence,influencer [13] marketing,timothy_hughes [13] #socialmedia,#influencermarketing [12] williamstim,#influencermarketing Top Word Pairs in Tweet in G5:
[27] tripletsfan19,cynthia_lardner [27] cynthia_lardner,tom__coleman [21] tom__coleman,mitadance [17] #topcasestudy,#cybersecurity [17] #cybersecurity,#knowledge [17] #influencers,#influencermarketing [16] mitadance,ninscrystal [15] #smm,#bigdata [15] #bigdata,#socialmedia [14] #knowledge,#megatrends Top Word Pairs in Tweet in G6:
[38] influencer,marketing [21] become,#influencer [21] #influencer,industry [20] industry,10 [20] 10,easy [20] easy,steps [19] steps,find [19] find,niche [19] niche,use [19] use,first Top Word Pairs in Tweet in G7:
[17] influencer,marketing [11] sign,up [11] up,people [11] people,influencing [11] influencing,customers' [11] customers',decisions [11] decisions,host [11] host,archana [11] archana,dhankar [10] we_are_aspire,sign Top Word Pairs in Tweet in G8:
[67] #marketing,news [66] #advertising,newswire [49] #marketing,#socialmedia [49] #socialmedia,#influencermarketing [45] #socialmedia,#advertising [44] #advertising,#influencermarketing [21] marshawright,#marketing [19] marshawright,#advertising [6] news,surprising [6] surprising,moments Top Word Pairs in Tweet in G9:
[14] influencer,marketing [7] #influencers,#influencermarketing [7] #b2b,#influencermarketing [6] selecting,right [6] factors,credible [6] credible,impact [6] b2b,influencer [6] amishagandhi,vp [5] seasoned,experts [5] experts,weigh Top Word Pairs in Tweet in G10:
[16] seo,marketing [15] marketing,immaculate [15] immaculate,use [15] use,different [15] different,#seo [15] #seo,techniques [15] techniques,promoting [15] promoting,online [15] online,presence [15] presence,site Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: