The graph represents a network of 3,008 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, 31 October 2019 at 02:35 UTC.
The requested start date was Thursday, 31 October 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 6-day, 10-hour, 42-minute period from Thursday, 24 October 2019 at 08:05 UTC to Wednesday, 30 October 2019 at 18:47 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 : 3008
Unique Edges : 3904
Edges With Duplicates : 6706
Total Edges : 10610
Number of Edge Types : 3
Mentions : 8574
Tweet : 1914
Replies to : 122
Self-Loops : 1914
Reciprocated Vertex Pair Ratio : 0.0583148010872251
Reciprocated Edge Ratio : 0.110203128648144
Connected Components : 657
Single-Vertex Connected Components : 376
Maximum Vertices in a Connected Component : 1620
Maximum Edges in a Connected Component : 8709
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.763327
Graph Density : 0.000473518350798491
Modularity : 0.378734
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,008 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, 31 October 2019 at 02:35 UTC.
The requested start date was Thursday, 31 October 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 6-day, 10-hour, 42-minute period from Thursday, 24 October 2019 at 08:05 UTC to Wednesday, 30 October 2019 at 18:47 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #influencermarketing
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[535] influencer,marketing [309] social,media [264] #socialmedia,#digitalmarketing [223] #digitalmarketing,#contentmarketing [162] new,post [155] published,social [153] social,bookmarking [151] #influencermarketing,#entrepreneur [148] #onlinemarketing,#influencermarketing [147] bookmarking,#socialbookmarking Top Word Pairs in Tweet in G1:
[65] influencer,marketing [34] #influencer,#influencermarketing [33] social,media [31] #influencers,#influencermarketing [22] #socialmediamarketing,#influencermarketing [20] gt,gt [19] #influencermarketing,#influencer [19] #influencermarketing,#lifestyleblogger [18] visit,#amplifying [18] #amplifying,#influencermarketing Top Word Pairs in Tweet in G2:
[223] #socialmedia,#digitalmarketing [180] #digitalmarketing,#contentmarketing [142] #yourmustread,#influencerpromotion [133] #contentmarketing,#growthhacking [127] #influencerpromotion,#topcasestudy [112] #promoedutech,#yourmustread [106] #influencermarketing,#blogging [103] peterleah18,heroldbarton [98] ai_miami,peterleah18 [98] heroldbarton,vipeurope5 Top Word Pairs in Tweet in G3:
[110] #b2b,#marketing [92] #marketing,#digitalmarketing [82] #seo,#smm [82] #digitalmarketing,#influencer [79] #smm,#marketing [79] #marketing,#blog [79] #blog,#blogger [79] #blogger,#contentmarketing [79] #contentmarketing,#crowdfunding [79] #crowdfunding,#win Top Word Pairs in Tweet in G4:
[129] influencer,marketing [42] marketing,influencer [39] invest,influencer [39] marketing,increases [39] increases,brand [39] brand,engagement [39] engagement,induces [39] induces,loyalty [39] loyalty,generates [39] generates,sales Top Word Pairs in Tweet in G5:
[102] influencer,marketing [30] next,big [30] big,thing [24] influencermh,#influencermarketing [15] esports,marketing [15] marketing,next [15] thing,s [15] s,next [15] thing,influencermh [15] influencermh,#esports Top Word Pairs in Tweet in G6:
[120] social,media [77] behavior,patterns [76] media,behavior [76] patterns,influencing [76] influencing,buying [76] buying,patterns [76] patterns,hindsight [76] hindsight,feature [76] feature,feature [76] feature,inspired Top Word Pairs in Tweet in G7:
[16] influencer,marketing [8] influencer,campaigns [8] campaigns,falling [8] falling,flat [8] flat,one [8] one,thing [8] thing,change [8] change,everything [8] jeffbullas,7 [7] hubspot,hootsuite Top Word Pairs in Tweet in G8:
[54] #travel,#foodies [54] #foodies,#tv [46] best,time [46] time,#wynwood [46] #wynwood,#miami [46] #miami,#florida [46] #florida,#streetart [46] #streetart,#art [46] #art,#travel [46] #tv,#brandpartners Top Word Pairs in Tweet in G9:
[155] new,post [155] published,social [153] social,bookmarking [147] bookmarking,#socialbookmarking [147] #socialbookmarking,#seo [147] #seo,#backlinks [147] #backlinks,#social [147] #social,#bookmarking [147] #bookmarking,#onlinemarketing [147] #onlinemarketing,#influencermarketing Top Word Pairs in Tweet in G10:
[14] #futureproof,guide [10] week,3 [10] 3,philipvdbrown [10] philipvdbrown,expertly [10] expertly,curated [10] curated,#influencermarketing [10] #influencermarketing,newsletter [10] newsletter,round [10] round,up [10] up,including Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: