The graph represents a network of 2,098 Twitter users whose recent tweets contained "#influencermarketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 27 January 2021 at 11:26 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 34-minute period from Tuesday, 19 January 2021 at 11:19 UTC to Wednesday, 27 January 2021 at 10:53 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 : 2098
Unique Edges : 3087
Edges With Duplicates : 3206
Total Edges : 6293
Number of Edge Types : 5
Mentions : 1183
Retweet : 1268
Tweet : 1302
MentionsInRetweet : 2357
Replies to : 183
Self-Loops : 1387
Reciprocated Vertex Pair Ratio : 0.0487727127829136
Reciprocated Edge Ratio : 0.0930091185410334
Connected Components : 666
Single-Vertex Connected Components : 421
Maximum Vertices in a Connected Component : 842
Maximum Edges in a Connected Component : 4474
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.172507
Graph Density : 0.000747811231533722
Modularity : 0.479015
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,098 Twitter users whose recent tweets contained "#influencermarketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 27 January 2021 at 11:26 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 34-minute period from Tuesday, 19 January 2021 at 11:19 UTC to Wednesday, 27 January 2021 at 10:53 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 : TwitterSearch
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[399] influencer,marketing [204] #influencer,#influencermarketing [180] #socialmedia,#influencermarketing [174] #yourplatformwiththeheart,#promoedutech [155] #marketing,#socialmedia [128] social,media [126] #advertising,newswire [123] #advertising,#influencermarketing [118] #socialmedia,#advertising [117] #marketing,news Top Word Pairs in Tweet in G1:
[102] #influencer,#influencermarketing [101] influencer,marketing [46] gt,gt [34] αγορα,απο [34] gt,co [33] #tbt,#wcw [33] social,media [30] #competition,#influencer [28] #influencer,#instagram [27] #socialmedia,#influencermarketing Top Word Pairs in Tweet in G2:
[162] #yourplatformwiththeheart,#promoedutech [113] #bigdata,#ai [97] #tech4all,#bigdata [97] #iot,#linux [94] #womenwhocode,#custserv [91] #influencermarketing,#tech [90] #tech,#data [89] #ai,#tech [89] #custserv,#femtech [79] #fintech,#datascience Top Word Pairs in Tweet in G3:
[59] influencer,marketing [20] age,influence [20] #influencermarketing,#digitalmarketing [17] #digitalmarketing,#marketing [15] learn,more [13] #influencermarketing,#wiki [12] book,age [12] free,preview [10] #marketing,#socialmedia [9] instagram,influencer Top Word Pairs in Tweet in G4:
[34] #digitalmarketing,#influencermarketing [33] social,media [27] high,roi [27] #contentmarketing,#seo [23] roi,#marketing [23] #marketing,tactics [23] #marketing,#influencermarketing [18] amplification,influence [18] b2b,social [17] 15,powerful Top Word Pairs in Tweet in G5:
[42] follow,link [41] #influencermarketing,#marketing [41] #food,#family [41] #family,#fitness [40] #marketing,#influencers [40] #influencers,#bloggers [40] #bloggers,#busines [40] #media,#fashion [40] #beauty,#trends [40] #travel,#digitalmarketing Top Word Pairs in Tweet in G6:
[89] #contentcreator,#digitalcreator [81] #digitalcreator,#entertainment [65] #socialnestlive,#influencermarketing [63] #influencermarketing,#contentcreator [42] #entertainment,#entertainmentnews [24] #creatorsnestin,#creatorsnest [24] #creatorsnest,#influencermarketing [17] #influencermarketing,#bornoninstagram [17] #bornoninstagram,#contentcreator [9] #influencermarketing,#influencersofinstagram Top Word Pairs in Tweet in G7:
[120] #advertising,newswire [120] #socialmedia,#influencermarketing [118] #marketing,#socialmedia [107] #marketing,news [107] #socialmedia,#advertising [107] #advertising,#influencermarketing [21] super,bowl [12] ad,sales [10] newswire,twitter [9] 2021,#marketing Top Word Pairs in Tweet in G8:
[6] redsand2,felixnater [6] felixnater,drkristieleong [6] drkristieleong,ramikantari [6] ramikantari,yaidunohannji [6] yaidunohannji,velvetskye [6] velvetskye,edward733 [6] edward733,tom__coleman [6] tom__coleman,malekalby [6] malekalby,patgrant7777 [6] patgrant7777,lisatruthjohns Top Word Pairs in Tweet in G9:
[16] need,know [14] marketers,need [13] influencer,marketing [8] know,#influencermarketing [8] #influencermarketing,2021 [7] 2021,entrepreneur [6] know,influencer [6] marketing,2021 [5] entrepreneur,elqudsi [4] social,media Top Word Pairs in Tweet in G10:
[37] #growthhacking,#socialinfluencer [35] influencer,marketing [25] #affiliatemarketing,#socialmediamarketing [25] #digitalmarketing,#influencer [21] #marketing,#makemoneyonline [18] #datascience,#fintech [17] #blackhistorymonth,#cryptocurrency [17] #cryptocurrency,#bitcoin [17] #socialmediamarketing,#digitalmarketing [16] #metoo,#deeplearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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 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: