The graph represents a network of 2,903 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 19:28 UTC.
The tweets in the network were tweeted over the 1470-day, 6-hour, 34-minute period from Wednesday, 02 January 2019 at 18:25 UTC to Thursday, 12 January 2023 at 01:00 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 : 2903
Unique Edges : 1913
Edges With Duplicates : 6966
Total Edges : 8879
Number of Edge Types : 8
Mentions : 1275
Retweet : 1421
MentionsInRetweet : 2150
Replies to : 542
MentionsInReplyTo : 631
Tweet : 2720
Quote : 46
MentionsInQuote : 94
Self-Loops : 3723
Reciprocated Vertex Pair Ratio : 0.0355871886120996
Reciprocated Edge Ratio : 0.0687285223367698
Connected Components : 1206
Single-Vertex Connected Components : 863
Maximum Vertices in a Connected Component : 709
Maximum Edges in a Connected Component : 3087
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.877915
Graph Density : 0.00027633667778265
Modularity : 0.311174
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,903 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 19:28 UTC.
The tweets in the network were tweeted over the 1470-day, 6-hour, 34-minute period from Wednesday, 02 January 2019 at 18:25 UTC to Thursday, 12 January 2023 at 01:00 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:
[1302] #influencer,#influencermarketing [1166] #competition,#influencer [896] #influencermarketing,#fridayfeeling [815] #mondaymotivation,#tbt [814] #fridayfeeling,#mondaymotivation [780] #tbt,#traveltuesday [427] influencer,marketing [425] #traveltuesday,#vegan [325] #marketing,#influencermarketing [324] #vegan,#fitness Top Word Pairs in Tweet in G1:
[712] #influencer,#influencermarketing [559] #influencermarketing,#fridayfeeling [533] #competition,#influencer [533] #mondaymotivation,#tbt [526] #fridayfeeling,#mondaymotivation [508] #tbt,#traveltuesday [273] #traveltuesday,#vegan [219] influencer,marketing [198] #vegan,#fitness [166] rajj_h,co Top Word Pairs in Tweet in G2:
[36] #ff,#twitter [23] #promoedutech,#influencerpromotion [22] joinengatica,getengati [20] eli_krumova,50 [20] #influencerpromotion,#topcasestudy [19] #digitalmarketing,#socialmedia [19] #marketing,#digitalmarketing [19] grazytgrazynatt,influencerprom1 [19] #ai,#influencers [18] #influencers,2022 Top Word Pairs in Tweet in G3:
[52] year,everyone [52] everyone,ia [52] excited,teach [52] wishing,year [52] see,favorite [52] turn,tutorial [52] happy,year [52] tutorial,see [52] ia,re [52] re,wishing Top Word Pairs in Tweet in G4:
[30] #influencer,#influencermarketing [30] #influencermarketing,#influencer [25] full,story [25] read,full [25] influencer,marketing [24] story,#influencermarketing [16] read,more [12] #media,#tech [12] #tech,#influencer [12] #amazon,#media Top Word Pairs in Tweet in G5:
[36] influencer,marketing [13] 2023,mike_allton [12] statistics,2023 [10] marketing,statistics [10] #influencermarketing,#influencers [10] compelling,#b2b [9] #b2b,influencer [8] #influencers,#influencermarketing [8] role,influencers [8] purchasing,decisions Top Word Pairs in Tweet in G6:
[18] improve,roi [17] social,media [15] track,improve [15] marketing,track [15] google,analytics [15] content,marketing [15] roi,#digitalmarketing [15] analytics,content [14] #digitalmarketing,#gro [14] markeling_com,google Top Word Pairs in Tweet in G7:
[17] #b2b2c,#cx [17] cipioai,#digitalmarketing [17] #behavioranalytics,#b2b2c [17] #digitalmarketing,#behavioranalytics [15] commerce,cipioai [15] community,commerce [12] kirkdborne,community [12] #cx,#loya [6] pros,cipioai [6] #bigdata,#datascience Top Word Pairs in Tweet in G8:
[13] sure,two [13] #switchedon,#staysafeonline [13] #2factorauthetification,#cybersecurity [13] #authentication,#switchedon [13] factor,#authentication [13] two,factor [13] #make,sure [13] #staysafeonline,#2factorauthetification [12] #cybersecurity,#infoseca [12] #cyber,#awareness Top Word Pairs in Tweet in G9:
[40] happy,year [39] true,2023 [39] year,#afriadz [39] come,true [39] 2023,happy [39] #afriadz,#influencermarketing [39] wishes,come [38] afriadzdigital,wishes Top Word Pairs in Tweet in G10:
[2] arbeiten,alle 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 G6:
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: