The graph represents a network of 4,599 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, 30 September 2021 at 18:54 UTC.
The requested start date was Thursday, 30 September 2021 at 00:01 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 11-day, 4-hour, 30-minute period from Saturday, 18 September 2021 at 14:58 UTC to Wednesday, 29 September 2021 at 19:28 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 : 4599
Unique Edges : 1874
Edges With Duplicates : 12136
Total Edges : 14010
Number of Edge Types : 5
Retweet : 5052
MentionsInRetweet : 5780
Tweet : 1998
Mentions : 1033
Replies to : 147
Self-Loops : 2135
Reciprocated Vertex Pair Ratio : 0.0226199842643588
Reciprocated Edge Ratio : 0.0442392767839969
Connected Components : 514
Single-Vertex Connected Components : 336
Maximum Vertices in a Connected Component : 3278
Maximum Edges in a Connected Component : 11625
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.673832
Graph Density : 0.000245859752971243
Modularity : 0.360793
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,599 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, 30 September 2021 at 18:54 UTC.
The requested start date was Thursday, 30 September 2021 at 00:01 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 11-day, 4-hour, 30-minute period from Saturday, 18 September 2021 at 14:58 UTC to Wednesday, 29 September 2021 at 19:28 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:
[1008] logo,change [1008] change,part [1008] part,ongoing [1008] ongoing,evolution [1008] evolution,overall [1008] overall,brand [1008] brand,#jocial [1008] #jocial,#influenceofwealth [1006] jocialofficial,logo [1006] #influenceofwealth,#influencermarketi Top Word Pairs in Tweet in G1:
[1007] logo,change [1007] change,part [1007] part,ongoing [1007] ongoing,evolution [1007] evolution,overall [1007] overall,brand [1007] brand,#jocial [1007] #jocial,#influenceofwealth [1006] jocialofficial,logo [1006] #influenceofwealth,#influencermarketi Top Word Pairs in Tweet in G2:
[742] influencer,based [668] brought,#influencers [668] #influencers,board [668] board,bow [668] bow,wow [668] wow,rick [668] rick,kid [668] kid,more [668] more,coming [668] coming,influencer Top Word Pairs in Tweet in G3:
[461] #influencer,#influencermarketing [432] #competition,#influencer [399] #influencermarketing,#fridayfeeling [356] #fridayfeeling,#mondaymotivation [355] #mondaymotivation,#tbt [307] #tbt,#wcw [268] #wcw,#thursdaythoughts [265] #thursdaythoughts,#traveltuesday [166] #vegan,#fitness [143] influencer,marketing Top Word Pairs in Tweet in G4:
[385] synapse_reality,#influencermarketing [372] #influencermarketing,surefire [372] surefire,way [372] way,expand [372] expand,brand's [372] brand's,reach [372] reach,digital [372] digital,platforms [372] platforms,look [371] look,ma Top Word Pairs in Tweet in G5:
[81] influencer,marketing [53] #influencer,#influencermarketing [31] #competition,#influencer [30] #influencermarketing,#fridayfeeling [29] #fridayfeeling,#mondaymotivation [28] #mondaymotivation,#tbt [21] social,media [15] #tbt,#wcw [14] sign,today [14] today,#influencer Top Word Pairs in Tweet in G6:
[93] #marketing,#digitalmarketing [75] #seotips,#marketing [75] #digitalmarketing,#socialmediamarketing [75] #socialmediamarketing,#marketingtips [74] #marketingtips,#contentmarketing [60] #seotools,#seotips [52] #influencermarketing,#frizemedia [48] #influencermarketing,#seo [47] #contentmarketing,#organictraffic [47] #organictraffic,#influencermarketing Top Word Pairs in Tweet in G7:
[195] world,social [195] social,media [195] media,forum [103] #jordan,meet [103] meet,again [103] again,colleagues [103] colleagues,friends [103] friends,peers [103] peers,world [103] forum,24 Top Word Pairs in Tweet in G8:
[50] influencer,marketing [26] social,media [20] micro,influencers [14] #influencermarketing,partner [14] partner,#youtube [14] #youtube,micro [14] influencers,co [11] ultimate,tool [11] tool,acquire [11] acquire,customers Top Word Pairs in Tweet in G9:
[172] #marketing,news [133] #socialmedia,#advertising [129] #advertising,newswire [117] #advertising,#influencermarketing [100] #marketing,#socialmedia [97] #socialmedia,#influencermarketing [53] marshawright,#marketing [35] marshawright,#advertising [16] looking,platform [16] platform,provides Top Word Pairs in Tweet in G10:
[46] influencer,marketing [37] #seo,#smm [33] #emailmarketing,#seo [33] #smm,#marketing [33] #marketing,#contentmarketing [26] #ppc,#emailmarketing [25] #influencermarketing,#influencers [23] #socialmedia,#socialmediamarketing [22] #influencer,#influencermarketing [21] pay,click Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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: