The graph represents a network of 2,400 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 Thursday, 26 September 2019 at 02:35 UTC.
The requested start date was Thursday, 26 September 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, 3-hour, 39-minute period from Friday, 20 September 2019 at 11:55 UTC to Wednesday, 25 September 2019 at 15:34 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 : 2400
Unique Edges : 3233
Edges With Duplicates : 6031
Total Edges : 9264
Number of Edge Types : 3
Tweet : 1900
Mentions : 7293
Replies to : 71
Self-Loops : 1900
Reciprocated Vertex Pair Ratio : 0.0470826112073946
Reciprocated Edge Ratio : 0.0899310344827586
Connected Components : 573
Single-Vertex Connected Components : 360
Maximum Vertices in a Connected Component : 1345
Maximum Edges in a Connected Component : 7784
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.818468
Graph Density : 0.000629602612199528
Modularity : 0.351375
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[650] #socialmedia,#digitalmarketing [622] #digitalmarketing,#contentmarketing [480] #socialmedia,#socialmediamarketing [440] #contentmarketing,#growthhacking [386] #growthhacking,#startup [381] #marketing,#influencermarketing [379] influencer,marketing [361] social,media [360] #influencermarketing,#blogging [351] #startup,#seo Top Word Pairs in Tweet in G1:
[84] influencer,marketing [36] #influencer,#influencermarketing [18] #influencermarketing,#marketing [17] social,media [16] check,out [16] #influencers,#influencermarketing [15] #influencermarketing,#digitalmarketing [14] #influencermarketing,#influencer [12] #marketing,#influencermarketing [12] #influencermarketing,#influencers Top Word Pairs in Tweet in G2:
[96] #marketing,news [81] influencer,marketing [63] #advertising,newswire [58] #socialmedia,#advertising [57] #advertising,#influencermarketing [46] #marketing,#socialmedia [45] #socialmedia,#influencermarketing [41] marshawright,#marketing [23] #socialmedia,#digitalmarketing [21] marketing,campaigns Top Word Pairs in Tweet in G3:
[386] #digitalmarketing,#contentmarketing [382] #socialmedia,#digitalmarketing [285] #contentmarketing,#growthhacking [259] #influencermarketing,#blogging [258] #growthhacking,#startup [249] #marketing,#influencermarketing [249] #blogging,#infographic [248] #startup,#seo [245] #socialmedia,#socialmediamarketing [209] #ecommerce,#marketing Top Word Pairs in Tweet in G4:
[312] #b2b,#marketing [187] #marketing,#digitalmarketing [112] new,post [110] published,social [110] #socialbookmarking,#seo [110] #seo,#backlinks [110] #backlinks,#social [110] #social,#bookmarking [110] #bookmarking,#onlinemarketing [110] #onlinemarketing,#influencermarketing Top Word Pairs in Tweet in G5:
[97] #seo,#smm [97] #smm,#marketing [97] #marketing,#blog [97] #blog,#blogger [97] #blogger,#contentmarketing [97] #contentmarketing,#crowdfunding [97] #crowdfunding,#win [97] #win,#contest [97] #contest,#giveaway [97] #giveaway,#influencermarketing Top Word Pairs in Tweet in G6:
[134] #digitalmarketing,#contentmarketing [124] #socialmedia,#digitalmarketing [114] #contentmarketing,#growthhacking [106] #socialmedia,#socialmediamarketing [88] #growthhacking,#startup [67] #marketing,#influencermarketing [67] #ecommerce,#marketing [66] #socialmediamarketing,#digitalmarketing [63] #startup,#seo [62] #influencermarketing,#blogging Top Word Pairs in Tweet in G7:
[18] top,20 [18] 20,global [16] congrats,top [14] global,#thoughtleaders [14] #thoughtleaders,#influencers [14] #influencers,#artificialintelligence [14] #artificialintelligence,sept [14] sept,2019 [14] thinkers360,congrats [6] influencer,marketing Top Word Pairs in Tweet in G8:
[18] influencer,marketing [8] marketing,strategy [7] automate,twitter [7] twitter,attention [7] attention,grow [7] grow,followers [7] followers,#automation [7] #automation,#twittertips [7] #twittertips,#influencermarketing [7] develop,influencer Top Word Pairs in Tweet in G9:
[27] online,influencers [27] influencers,published [26] geoff_deweaver,online [24] #successtrain,congratulates [24] congratulates,geoff [24] geoff,deweaver [24] deweaver,geoff_deweaver [23] rockchristopher,#successtrain [5] bruce,springsteen [5] springsteen,quest Top Word Pairs in Tweet in G10:
[20] v,viralnationinc [14] influencers,contribute [14] contribute,purchase [14] purchase,decision [14] decision,process [14] process,v [14] viralnationinc,#smm [13] ipfconline1,influencers [13] #smm,#digital [6] nail,2019 Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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: