The graph represents a network of 3,039 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, 18 March 2019 at 06:24 UTC.
The requested start date was Sunday, 17 March 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 4-day, 0-hour, 42-minute period from Tuesday, 12 March 2019 at 23:18 UTC to Sunday, 17 March 2019 at 00:00 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 : 3039
Unique Edges : 4038
Edges With Duplicates : 3075
Total Edges : 7113
Number of Edge Types : 3
Tweet : 1706
Mentions : 5360
Replies to : 47
Self-Loops : 1706
Reciprocated Vertex Pair Ratio : 0.047644539614561
Reciprocated Edge Ratio : 0.0909555442003066
Connected Components : 676
Single-Vertex Connected Components : 433
Maximum Vertices in a Connected Component : 1697
Maximum Edges in a Connected Component : 5244
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.641684
Graph Density : 0.000423938004969845
Modularity : 0.522459
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[613] socialmedia,socialmediamarketing [565] influencer,marketing [428] seo,smm [393] socialmediamarketing,digitalmarketing [356] digitalmarketing,contentmarketing [346] digitalmarketing,influencermarketing [344] zestisapp,socialmedia [331] contentmarketing,growthhacking [322] seo,marketing [321] marketing,influencermarketing Top Word Pairs in Tweet in G1:
[90] influencer,marketing [32] social,media [29] marketing,influencermarketing [27] influencermarketing,marketing [27] influencermarketing,digitalmarketing [24] influencer,influencermarketing [23] influencermarketing,influencers [18] influencers,influencermarketing [14] digitalmarketing,influencermarketing [14] socialmedia,socialmediamarketing Top Word Pairs in Tweet in G2:
[520] socialmedia,socialmediamarketing [389] seo,smm [353] socialmediamarketing,digitalmarketing [343] zestisapp,socialmedia [321] seo,marketing [308] socialmedia,growthhacking [300] contentmarketing,growthhacking [296] digitalmarketing,contentmarketing [295] digitalmarketing,influencermarketing [286] marketing,contentmarketing Top Word Pairs in Tweet in G3:
[74] gt,gt [69] influencer,marketing [67] rising,socialmedia [67] socialmedia,technology [67] technology,companies [67] companies,2018 [67] 2018,2019 [67] 2019,60 [67] 60,seconds [67] seconds,influencermarketing Top Word Pairs in Tweet in G4:
[66] influencer,marketing [23] learn,more [16] influencermh,influencermarketing [14] influencermarketing,marketing [12] next,big [12] big,thing [12] shane_barker,influencermarketing [12] better,manage [12] manage,socialmedia [12] socialmedia,teams Top Word Pairs in Tweet in G5:
[60] influencer,marketing [26] internet,popularity [24] popularity,killing [24] killing,authenticity [24] authenticity,social [24] social,influence [24] influence,market [24] market,evolves [24] evolves,bots [24] bots,yield Top Word Pairs in Tweet in G6:
[65] influencer,marketing [18] social,media [10] marketing,influencermarketing [10] media,influencers [9] reasons,brands [9] brands,afraid [9] afraid,influencermarketing [9] ipfconline1,launch [9] launch,influencermarketing [9] influencermarketing,campaign Top Word Pairs in Tweet in G7:
[46] top,socialmedia [46] socialmedia,trends [46] trends,videocontent [46] videocontent,user [46] user,generated [46] generated,content [46] content,chatbots [46] chatbots,messaging [46] messaging,apps [45] apps,influencermarket Top Word Pairs in Tweet in G8:
[16] influencer,marketing [10] more,creative [7] influencermarketing,sharesocialldn [7] sharesocialldn,sharingsocial [7] influencermarketing,socialmedia [6] danitablackwood,celebrities [6] celebrities,influencers [6] influencers,regulator [6] regulator,targets [6] tips,influencermarketing Top Word Pairs in Tweet in G9:
[69] advertising,newswire [65] marketing,socialmedia [57] socialmedia,influencermarketing [40] marketing,news [26] socialmedia,advertising [26] advertising,influencermarketing [26] marshawright,advertising [24] success,advertising [24] advertising,marketing [14] marshawright,marketing Top Word Pairs in Tweet in G10:
[52] pictureex,giveaway [52] giveaway,10m [52] 10m,pic [52] pic,1 [52] 1,follow [52] follow,ex_picture [52] ex_picture,2 [52] 2,retweet [52] retweet,3 [51] crypt0whal3,pictureex Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G4:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: