The graph represents a network of 3,066 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, 25 August 2019 at 06:09 UTC.
The requested start date was Sunday, 25 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, 19-hour, 0-minute period from Saturday, 17 August 2019 at 21:51 UTC to Friday, 23 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 : 3066
Unique Edges : 4009
Edges With Duplicates : 5384
Total Edges : 9393
Number of Edge Types : 3
Tweet : 2190
Mentions : 7112
Replies to : 91
Self-Loops : 2190
Reciprocated Vertex Pair Ratio : 0.0424331616384597
Reciprocated Edge Ratio : 0.0814117647058824
Connected Components : 701
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 1755
Maximum Edges in a Connected Component : 7700
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.364629
Graph Density : 0.000452258044606477
Modularity : 0.422106
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[490] influencer,marketing [367] #influencer,#influencermarketing [359] #digitalmarketing,#contentmarketing [310] #contentmarketing,#growthhacking [289] social,media [288] #socialmedia,#digitalmarketing [277] #influencermarketing,#medicare [273] #growthhacking,#startup [253] #birthday,#influencer [249] gt,gt Top Word Pairs in Tweet in G1:
[110] influencer,marketing [43] #influencer,#influencermarketing [42] gt,gt [32] social,media [30] #influencermarketing,#influencer [24] #influencermarketing,#influencers [23] #digitalmarketing,#influencermarketing [22] #marketing,#influencermarketing [16] #influencermarketing,#marketing [16] #digitalmarketing,#contentmarketing Top Word Pairs in Tweet in G2:
[250] #digitalmarketing,#contentmarketing [232] #contentmarketing,#growthhacking [227] #socialmedia,#digitalmarketing [215] #growthhacking,#startup [164] #ecommerce,#marketing [156] #seo,#smm [116] #startup,#seo [112] #marketing,#influencermarketing [112] #smm,#marketing [111] #marketing,#blog Top Word Pairs in Tweet in G3:
[160] gt,gt [121] influencer,marketing [115] new,post [114] published,social [113] social,bookmarking [111] #onlinemarketing,#influencermarketing [109] #socialbookmarking,#seo [109] #seo,#backlinks [109] #backlinks,#social [109] #social,#bookmarking Top Word Pairs in Tweet in G4:
[35] 7,different [35] different,areas [35] areas,#startup [35] #startup,#marketing [35] #marketing,employ [35] employ,#growthhacking [35] #growthhacking,tactics [29] #influencermarketing,#ecommerce [26] #ecommerce,successfully [25] benkamaudigital,7 Top Word Pairs in Tweet in G5:
[268] #influencer,#influencermarketing [256] #influencermarketing,#medicare [247] #birthday,#influencer [225] #happybirthday,#birthday [198] #medicare,#healthinsurance [176] #healthinsurance,#crowdfunding [166] #pets,#happybirthday [162] #crowdfunding,#thankful [159] #photography,#pets [140] #funny,#photography Top Word Pairs in Tweet in G6:
[40] influencer,marketing [16] influencermh,#influencermarketing [13] #influencermarketing,platforms [10] shane_barker,#influencermarketing [9] influencers,contribute [9] contribute,purchase [9] purchase,decision [9] decision,process [9] process,v [9] v,viralnationinc Top Word Pairs in Tweet in G7:
[83] #influencer,#marketers [83] #marketers,#brands [79] best,digital [79] digital,marketing [79] marketing,hashtags [79] hashtags,instagram [79] instagram,#influencer [78] blogginandlivin,best [78] #brands,#influen [11] love,connect Top Word Pairs in Tweet in G8:
[81] #business,needs [81] needs,full [81] full,#marketing [81] #marketing,strategy [81] strategy,ads [81] ads,#contentmarketing [81] #contentmarketing,influencers [81] influencers,#smm [81] #smm,#influencermarketing [80] drse0,#business Top Word Pairs in Tweet in G9:
[20] watch,video [18] wanna,know [18] know,magic [18] magic,recipe [18] recipe,drive [18] drive,demand [18] demand,gen [18] gen,sales [18] sales,watch [17] consumer,trust Top Word Pairs in Tweet in G10:
[13] hubspot,hootsuite [10] influencer,marketing [9] hootsuite,cmicontent [8] neilpatel,jeffbullas [8] jeffbullas,larrykim [7] good,m [7] m,pinning [7] pinning,profile [7] profile,tune [7] tune,kerrygorgone Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: