The graph represents a network of 2,739 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 19:31 UTC.
The tweets in the network were tweeted over the 1730-day, 5-hour, 15-minute period from Wednesday, 04 April 2018 at 05:40 UTC to Thursday, 29 December 2022 at 10:56 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 : 2739
Unique Edges : 1738
Edges With Duplicates : 8395
Total Edges : 10133
Number of Edge Types : 9
Retweet : 1689
MentionsInRetweet : 2466
Tweet : 2347
Mentions : 958
Replies to : 1051
MentionsInReplyTo : 1287
MentionsInQuote : 109
Quote : 128
MentionsInQuoteReply : 98
Self-Loops : 3023
Reciprocated Vertex Pair Ratio : 0.038370253164557
Reciprocated Edge Ratio : 0.0739047619047619
Connected Components : 824
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 868
Maximum Edges in a Connected Component : 5374
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.545502
Graph Density : 0.000350028842376612
Modularity : 0.28664
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,739 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 19:31 UTC.
The tweets in the network were tweeted over the 1730-day, 5-hour, 15-minute period from Wednesday, 04 April 2018 at 05:40 UTC to Thursday, 29 December 2022 at 10:56 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:
[1491] #competition,#influencer [1139] #influencer,#influencermarketing [785] check,#vtuber [785] #vtuber,#graphicdesign [785] #graphicdesign,#vtuberdesign [784] #influencer,#seo [781] #vtubermodel,#designer [780] #seo,#business [780] #digitalmarketing,#live2d [777] #live2d,#marketing Top Word Pairs in Tweet in G1:
[359] #influencer,#influencermarketing [268] #influencermarketing,#fridayfeeling [247] #competition,#influencer [243] #fridayfeeling,#mondaymotivation [212] #mondaymotivation,#tbt [208] #traveltuesday,#vegan [188] #tbt,#traveltuesday [157] #vegan,#fitness [137] influencer,marketing [55] #marketing,#influencermarketing Top Word Pairs in Tweet in G2:
[83] #marketing,#digitalmarketing [75] #digitalmarketing,#socialmediamarketing [74] #socialmediamarketing,#marketingtips [74] #marketingtips,#contentmarketing [74] #seotips,#marketing [56] #seotools,#seotips [50] #organictraffic,#influencermarketing [50] #seoservices,#seoproblems [50] #seomarketing,#seoservices [50] #contentmarketing,#organictraffic Top Word Pairs in Tweet in G3:
[245] #nftcommunity,#influencer [245] #influencer,#influencermarketing [245] #nftcollection,#nftcommunity [245] #nft,#nftcollection [244] koshelviktoriia,#nft Top Word Pairs in Tweet in G4:
[14] grazytgrazynatt,influencerprom1 [13] #promoedutech,#influencerpromotion [13] #influencerpromotion,#topcasestudy [12] onlygod85908339,patgrant7777 [12] peterleah18,heroldbarton [12] vipeurope5,pestochampion [12] heroldbarton,vipeurope5 [12] queenscorpio93,onlygod85908339 [12] patgrant7777,_____yo_____yo [12] srinualme,_____yo_____yo Top Word Pairs in Tweet in G5:
[793] #competition,#influencer [785] #graphicdesign,#vtuberdesign [785] #vtuber,#graphicdesign [785] check,#vtuber [784] #influencer,#seo [781] #vtubermodel,#designer [780] #digitalmarketing,#live2d [779] #seo,#business [777] #live2d,#marketing [749] #vtuberdesign,#competition Top Word Pairs in Tweet in G6:
[59] #digitaltransformation,#digitalmarketing [56] #digital,#revolution [56] #revolution,#digitalindia [56] #digitalmarketing,#online [56] #newindia,#digital [56] another,#milestone [56] #digitalindia,#digitaltransformation [56] #milestone,#newindia [55] skodineya,another [55] #online,#onl Top Word Pairs in Tweet in G7:
[80] #influencerafrica,#influencermarketing [43] one,word [43] year,one [43] describe,year [43] word,#influencerafrica [42] influenceraf_,describe [38] festival,26th [38] events,outside [38] world,festival [38] see,around Top Word Pairs in Tweet in G8:
[22] influencer,marketing [11] join,free [10] #influencermarketing,masterclass [10] free,#influencermarketing [10] masterclass,help [7] looking,jumpstart [7] marketing,predictions [7] onalytica,justinlevy [7] 2023,join [7] justinlevy,jasonfalls Top Word Pairs in Tweet in G9:
[51] #influencerdigital,#influencerstylle [51] learn,make [51] #influencerstyle,#influencerdigital [51] #influencerdiaries,#influencersaus [51] #influencersaus,#influencerschurch [51] #influencers,#influencermarketing [51] #influencerschurch,#influencersfelices [51] monthly,#influencer [51] #influencer,#influencers [51] click,learn Top Word Pairs in Tweet in G10:
[20] #ai,tools [20] click2read,#socialmediamarketing [20] supercharge,social [20] social,media [20] media,click2read [20] top,#ai [20] tools,supercharge [19] thinkwithniche,top [19] #socialmediamarketing,#cont [13] #influencermarketing,buzz Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: