The graph represents a network of 2,745 Twitter users whose recent tweets contained "#influencermarketing", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 19:31 UTC.
The tweets in the network were tweeted over the 2137-day, 2-hour, 27-minute period from Monday, 01 May 2017 at 22:31 UTC to Thursday, 09 March 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2745
Unique Edges : 1642
Edges With Duplicates : 6545
Total Edges : 8187
Number of Edge Types : 9
Tweet : 3194
Replies to : 215
Retweet : 1363
MentionsInRetweet : 1991
Mentions : 935
Quote : 67
MentionsInReplyTo : 291
MentionsInQuote : 112
MentionsInQuoteReply : 19
Self-Loops : 3827
Reciprocated Vertex Pair Ratio : 0.028798411122145
Reciprocated Edge Ratio : 0.055984555984556
Connected Components : 1131
Single-Vertex Connected Components : 844
Maximum Vertices in a Connected Component : 551
Maximum Edges in a Connected Component : 2186
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.01162
Graph Density : 0.0002750827106799
Modularity : 0.309701
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,745 Twitter users whose recent tweets contained "#influencermarketing", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 19:31 UTC.
The tweets in the network were tweeted over the 2137-day, 2-hour, 27-minute period from Monday, 01 May 2017 at 22:31 UTC to Thursday, 09 March 2023 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1650] #influencer,#influencermarketing [1252] #competition,#influencer [1199] #influencermarketing,#fridayfeeling [598] #mondaymotivation,#tbt [578] bnb,aapl [578] baba,btc [578] btc,eth [578] eth,bnb [576] #fridayfeeling,#mondaymotivation [576] aapl,tsla Top Word Pairs in Tweet in G1:
[551] #influencer,#influencermarketing [280] #competition,#influencer [242] #influencermarketing,#fridayfeeling [236] #mondaymotivation,#tbt [218] influencer,marketing [216] #fridayfeeling,#mondaymotivation [193] #tbt,#traveltuesday [132] #traveltuesday,#vegan [121] #vegan,#fitness [99] social,media Top Word Pairs in Tweet in G2:
[33] #ff,#twitter [17] joinengatica,getengati [17] #business,#marketing [16] fameinfinity_,nadunegodage [16] #marketing,#influencermarketing [14] visit,#website [13] #promoedutech,#influencerpromotion [13] #services,offer [13] #yourplatformwiththeheart,#promoedutech [13] #ai,#influencers Top Word Pairs in Tweet in G3:
[112] learn,latest [112] check,episode [112] fun,learn [112] #influencermarketing,check [112] latest,#influencermarketing [112] episode,#thechatroom [112] ready,fun [111] saaquib_neyazi,ready Top Word Pairs in Tweet in G4:
[64] clinic,health [64] designer,design [64] design,medical [64] brochures,homecare [64] homecare,flyer [64] medical,dental [64] looking,designer [64] dental,clinic [64] trifold,hire [64] flyer,trifold Top Word Pairs in Tweet in G5:
[48] 2023,#elonmusk [48] #elonmusk,shortlist [48] shortlist,#goldeneblogger [48] goldene,blogger [48] blogger,2023 [32] inno_trends,goldene [14] social,media [14] #influencermarketing,#socialmedia [12] #goldeneblogger,#blogparade [11] #blog,#facebook Top Word Pairs in Tweet in G6:
[59] influencer,marketing [29] end,end [25] #influencer,#influencermarketing [25] #competition,#influencer [24] #influencermarketing,#fridayfeeling [19] #fridayfeeling,#mondaymotivation [19] #mondaymotivation,#tbt [18] #tbt,#traveltuesday [16] end,influencer [15] marketing,platform Top Word Pairs in Tweet in G7:
[65] nitinmhetre17,btc [42] 24,000 [42] btc,price [42] beyond,24 [42] gaining,bullish [42] 000,expected [42] bullish,momentum [42] price,gaining [42] price,surge [42] btc,#bitcoin Top Word Pairs in Tweet in G8:
[8] #influenceurs,#influvoleurs [7] oubli,#sposorisé [7] payer,tes [7] urgence,maevaghennam1 [7] #sposorisé,#meavaghennam [7] tes,soins [7] soins,urgence [7] maevaghennam1,oubli [7] quand,besoin [7] besoin,payer Top Word Pairs in Tweet in G9:
[639] #influencer,#influencermarketing [631] #competition,#influencer [583] #influencermarketing,#fridayfeeling [578] bnb,aapl [578] btc,eth [578] baba,btc [578] eth,bnb [576] aapl,tsla [574] tsla,spy [573] spy,djia Top Word Pairs in Tweet in G10:
[14] #influencermarketing,#influencer [14] read,full [13] full,story [12] story,#influencermarketing [4] #influencermarketing,#fridayfeeling [4] media,hosted [4] 11,11 [4] klarna,kick [4] hosted,pop [4] #influencer,#influencermarketing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: