The graph represents a network of 2,706 Twitter users whose tweets in the requested range contained "#influencermarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 01 December 2022 at 19:31 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 18-hour, 13-minute period from Thursday, 17 November 2022 at 01:13 UTC to Wednesday, 30 November 2022 at 19:26 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 : 2706
Unique Edges : 1534
Edges With Duplicates : 7266
Total Edges : 8800
Number of Edge Types : 5
Tweet : 2014
Mentions : 1089
MentionsInRetweet : 3325
Retweet : 2246
Replies to : 126
Self-Loops : 2290
Reciprocated Vertex Pair Ratio : 0.0326001571091909
Reciprocated Edge Ratio : 0.0631418790414606
Connected Components : 731
Single-Vertex Connected Components : 525
Maximum Vertices in a Connected Component : 1277
Maximum Edges in a Connected Component : 5106
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.36616
Graph Density : 0.000359166253400057
Modularity : 0.313258
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,706 Twitter users whose tweets in the requested range contained "#influencermarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 01 December 2022 at 19:31 UTC.
The requested start date was Thursday, 01 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 18-hour, 13-minute period from Thursday, 17 November 2022 at 01:13 UTC to Wednesday, 30 November 2022 at 19:26 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 : GraphServerTwitterSearch
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:
[704] #influencer,#influencermarketing [509] korea,megaevolution [509] tag,go [509] go,gleam [432] #competition,#influencer [380] airdrop,x10 [380] disney,enterprise [380] x10,tag [380] gleam,12 [380] megaevolution,airdrop Top Word Pairs in Tweet in G1:
[289] #influencer,#influencermarketing [140] #influencermarketing,#fridayfeeling [138] #competition,#influencer [127] #fridayfeeling,#mondaymotivation [124] influencer,marketing [122] #mondaymotivation,#tbt [118] #tbt,#traveltuesday [115] #traveltuesday,#vegan [100] #vegan,#fitness [50] #marketing,#influencermarketing Top Word Pairs in Tweet in G2:
[497] tag,go [497] go,gleam [497] korea,megaevolution [371] megaevolution,airdrop [371] disney,enterprise [371] airdrop,x10 [371] x10,tag [371] gleam,12 [371] enterprise,korea [370] megaevo1ution,disney Top Word Pairs in Tweet in G3:
[51] kred,#influence [51] gave,kred [48] #ff,#twitter [47] #digitalmarketing,#behavioranalytics [47] #behavioranalytics,#b2b2c [47] #b2b2c,#cx [47] cipioai,#digitalmarketing [46] commerce,cipioai [46] community,commerce [44] kirkdborne,community Top Word Pairs in Tweet in G4:
[143] #influencerafrica,#influencermarketing [54] live,ton [54] akan,live [54] fun,activities [54] activities,events [54] pure,akan [54] events,pure [54] weekend,packed [54] packed,fun [53] influenceraf_,weekend Top Word Pairs in Tweet in G5:
[30] #socialmedia,#ces2023 [30] seen,amplified [30] messages,seen [30] #ces2023,whether [30] amplified,#socialmedia [29] whether,present [26] present,amplified_brand [23] b2b,thought [23] thought,leaders [21] emea,feat Top Word Pairs in Tweet in G6:
[24] read,full [24] full,story [23] story,#influencermarketing [23] #influencermarketing,#influencer [9] #influence,#influencemarketing [9] #influenceurs,#influence [9] #influencemarketing,#influencermarketing [7] #influencer,#influencermarketing [6] #influencermarketing,#influencers [4] #instagram,#tiktok Top Word Pairs in Tweet in G7:
[7] learn,more [7] join,block [6] #hartbeat,#ucla [5] #reparationist,#hartbeat [5] more,#reparationist [4] #ucla,#influencermarketing [3] #influencermarketing,#bettertogether [2] michaelb4jordan,learn [2] #ucla,#ecm [2] #partedetuvida,#capture Top Word Pairs in Tweet in G8:
[25] #influencer,#influencermarketing [16] #makemoney,#earnmoney [16] #earnmoney,#influencer [15] #affiliate,#affiliatemarketing [15] #affiliatemarketing,#makemoney [14] #digitalmarketing,#affiliate [14] #socialmedia,#digitalmarketing [14] #business,#socialmedia [13] influencer,marketing [10] #makemoneyfromhome,#business Top Word Pairs in Tweet in G9:
[20] #marketing,#marketingagency [20] #2022trends,#digitalmarketing [20] #marketingagency,#influencermarketing [20] #digitalmarketing,#marketing [15] source,#2022trends [14] read,more [14] biggest,#trends [14] #trends,reshaping [10] gt,gt [9] #influencers,#influencer Top Word Pairs in Tweet in G10:
[70] #influencermarketing,#frizemedia [63] #socialmedia,#socialmediamarketing [56] #socialmediamarketing,#digitalmarketing [54] #digitalmarketing,#contentmarketing [53] #ecommerce,#marketing [53] #marketing,#influencermarketing [53] #smm,#ecommerce [53] #seo,#smm [52] #contentmarketing,#seo [48] partner,share Top Replied-To in Entire Graph:
Top Replied-To in G3:
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: