The graph represents a network of 3,239 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 19:28 UTC.
The tweets in the network were tweeted over the 1422-day, 10-hour, 42-minute period from Tuesday, 19 March 2019 at 14:17 UTC to Thursday, 09 February 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 : 3239
Unique Edges : 2027
Edges With Duplicates : 6889
Total Edges : 8916
Number of Edge Types : 8
Retweet : 1594
MentionsInRetweet : 2211
Tweet : 2807
Mentions : 955
Replies to : 516
MentionsInReplyTo : 631
MentionsInQuote : 121
Quote : 81
Self-Loops : 3648
Reciprocated Vertex Pair Ratio : 0.0238000793335978
Reciprocated Edge Ratio : 0.0464936071290198
Connected Components : 1190
Single-Vertex Connected Components : 870
Maximum Vertices in a Connected Component : 1034
Maximum Edges in a Connected Component : 3514
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.19377
Graph Density : 0.00024609353919123
Modularity : 0.349055
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,239 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 19:28 UTC.
The tweets in the network were tweeted over the 1422-day, 10-hour, 42-minute period from Tuesday, 19 March 2019 at 14:17 UTC to Thursday, 09 February 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:
[1438] #influencer,#influencermarketing [1027] #competition,#influencer [1025] #influencermarketing,#fridayfeeling [838] #fridayfeeling,#mondaymotivation [832] #mondaymotivation,#tbt [767] #tbt,#traveltuesday [518] #traveltuesday,#vegan [505] influencer,marketing [480] #vegan,#fitness [396] #marketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[875] #influencer,#influencermarketing [590] #influencermarketing,#fridayfeeling [569] #competition,#influencer [558] #fridayfeeling,#mondaymotivation [554] #mondaymotivation,#tbt [519] #tbt,#traveltuesday [272] #traveltuesday,#vegan [229] #vegan,#fitness [201] influencer,marketing [193] facebook,instagram Top Word Pairs in Tweet in G2:
[294] ads,#influencermarketing [294] run,effective [294] advertising,run [294] snapchat,advertising [294] #influencermarketing,#snapchat [294] effective,snapchat [294] snapchat,ads [294] #snapchat,#marketing [294] #marketing,#digitalmarketing [293] fameinfinity_,snapchat Top Word Pairs in Tweet in G3:
[40] #marketing,#influencermarketing [39] #socialmedia,#socialmediamarketing [32] #socialmediamarketing,#digitalmarketing [30] #smm,#ecommerce [30] #digitalmarketing,#contentmarketing [30] #seo,#smm [30] #ecommerce,#marketing [28] #webmarketing,#usatopreview [28] #influencermarketing,#freelancer [28] #website,#webmarketing Top Word Pairs in Tweet in G4:
[182] #influencermarketing,#fridayfeeling [178] #influencer,#influencermarketing [167] #competition,#influencer [160] #traveltuesday,#vegan [154] shipping,worldwide [154] link,bio [154] worldwide,link [154] led,diffusers [154] free,shipping [154] #vegan,#fitness Top Word Pairs in Tweet in G5:
[115] free,shipping [115] #influencermarketing,#fridayfeeling [115] link,bio [115] diffusers,free [115] #influencer,#influencermarketing [115] bio,#competition [115] worldwide,link [115] shipping,worldwide [115] led,diffusers [115] cheap,led Top Word Pairs in Tweet in G6:
[40] showing,boss [40] profile,really [40] end,facebook [40] url,take [40] really,showing [40] mark,zuckerberg [40] zuckerberg,profile [40] take,mark [40] facebook,url [40] adding,end Top Word Pairs in Tweet in G7:
[14] #influvoleurs,#influenceurs [8] #blatagate,#influvoleurs [8] truc,magaliberdah [8] #magaliberdah,#blatarnaque [8] corruption,truc [8] #blatarnaque,#blatagate [8] magaliberdah,#magaliberdah [7] #influenceurs,#influ [7] lanimallecteur,corruption [5] madame,nade_blata Top Word Pairs in Tweet in G8:
[23] #socialmedia,#socialmediamarketing [21] #socialmediamarketing,#digitalmarketing [15] #smm,#ecommerce [15] #marketing,#influencermarketing [15] #seo,#smm [15] #ecommerce,#marketing [15] #digitalmarketing,#contentmarketing [14] #influencermarketing,#freelancer [14] #website,#webmarketing [14] #contentmarketing,#seo Top Word Pairs in Tweet in G9:
[7] work,2023 [7] top,50 [7] thought,leaders [7] b2b,thought [7] 50,b2b [7] leaders,influencers [7] influencers,work [4] thinkers360,top [3] 2023,latam [3] #b2binfluencers,#influencermarketing Top Word Pairs in Tweet in G10:
[15] full,story [15] read,full [14] story,#influencermarketing [14] #influencermarketing,#influencer [3] #influencer,#tiktok [3] social,media [3] influencer,marketing [2] expert,gaming [2] #beautyindustrynews,#influencermarketing [2] fashion's,top Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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: