The graph represents a network of 2,496 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 Friday, 13 December 2019 at 07:41 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 23-hour, 39-minute period from Saturday, 07 December 2019 at 01:18 UTC to Thursday, 12 December 2019 at 00:58 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 : 2496
Unique Edges : 4051
Edges With Duplicates : 7857
Total Edges : 11908
Number of Edge Types : 3
Mentions : 10251
Tweet : 1569
Replies to : 88
Self-Loops : 1569
Reciprocated Vertex Pair Ratio : 0.0422264875239923
Reciprocated Edge Ratio : 0.0810313075506446
Connected Components : 471
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 1697
Maximum Edges in a Connected Component : 10822
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.559579
Graph Density : 0.000784742562047171
Modularity : 0.361034
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,496 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 Friday, 13 December 2019 at 07:41 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 23-hour, 39-minute period from Saturday, 07 December 2019 at 01:18 UTC to Thursday, 12 December 2019 at 00:58 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:
[686] #socialmedia,#socialmediamarketing [528] #socialmediamarketing,#digitalmarketing [521] influencer,marketing [368] #seo,#smm [318] #digitalmarketing,#contentmarketing [239] social,media [234] digital,marketing [231] #b2b,#marketing [213] #smm,#marketing [205] #contentmarketing,#growthhacking Top Word Pairs in Tweet in G1:
[212] #b2b,#marketing [175] #marketing,#digitalmarketing [161] influencer,marketing [118] #digitalmarketing,#socialmedia [87] digital,marketing [71] #socialmedia,#martech [62] #socialmedia,#socialmediamarketing [58] #seo,#smm [56] 2020,predictions [54] predictions,digital Top Word Pairs in Tweet in G2:
[73] influencer,marketing [23] #influencer,#influencermarketing [23] social,media [13] #influencermarketing,#influencer [12] #influencermarketing,#socialmedia [12] gt,gt [11] #socialmedia,#influencermarketing [11] #socialmedia,#socialmediamarketing [11] #influencermarketing,#marketing [11] #influencermarketing,#digitalmarketing Top Word Pairs in Tweet in G3:
[584] #socialmedia,#socialmediamarketing [451] #socialmediamarketing,#digitalmarketing [284] #seo,#smm [264] #digitalmarketing,#contentmarketing [183] #contentmarketing,#growthhacking [159] #emailmarketing,#seo [155] #smm,#marketing [152] #marketing,#contentmarketing [128] digital,marketing [124] #growthhacking,#startups Top Word Pairs in Tweet in G4:
[152] #influencerpromotion,#topcasestudy [146] wanderingstarz1,cynthia_lardner [133] cynthia_lardner,masao__tanaka [105] sumawun,_____yoyo [96] #yourmustread,#influencerpromotion [90] itakethelead,365surmarius [90] 365surmarius,themrblueprint [90] themrblueprint,mrkmrkmoh [90] mrkmrkmoh,mariussou [90] mariussou,kiyotaka_1991 Top Word Pairs in Tweet in G5:
[49] influencer,marketing [21] influencermh,#influencermarketing [14] reasons,brands [14] brands,afraid [14] afraid,#influencermarketing [12] re,#influencermarketing [12] #influencermarketing,world [12] world,recommended [12] recommended,apps [12] apps,influencermh Top Word Pairs in Tweet in G6:
[20] #influencermarketing,campaign [19] 10,best [19] best,#socialmediamarketing [19] #socialmediamarketing,tips [19] tips,#chatbots [19] #chatbots,becoming [19] becoming,essential [19] essential,video [19] video,content [18] #socialmedia,marketers Top Word Pairs in Tweet in G7:
[82] #marketing,news [56] #socialmedia,#advertising [47] #advertising,newswire [46] #advertising,#influencermarketing [40] #socialmedia,#influencermarketing [34] #marketing,#socialmedia [34] marshawright,#marketing [18] influencer,marketing [12] marshawright,#advertising [10] #influencermarketing,#showmb Top Word Pairs in Tweet in G8:
[15] influencer,marketing [9] hubspot,hootsuite [8] social,media [7] neilpatel,jeffbullas [7] jeffbullas,larrykim [6] #influencermarketing,#blogging [6] #socialmedia,#digitalmarketing [6] #digitalmarketing,#contentmarketing [5] use,influencer [5] automate,twitter Top Word Pairs in Tweet in G9:
[12] very,well [12] well,explained [12] explained,step [12] step,#b2b [12] #b2b,#influencermarketing [12] #influencermarketing,program [12] program,iantruscott [11] theinfluencers_,very [8] influencer,marketing [8] social,media Top Word Pairs in Tweet in G10:
[47] #startups,#contentmarketing [47] #contentmarketing,helps [47] helps,improve [47] improve,conversions [47] conversions,allows [47] allows,connect [47] connect,educate [47] educate,leads [46] ravikikan,#startups Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: