The graph represents a network of 2,880 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, 26 March 2020 at 17:58 UTC.
The requested start date was Thursday, 26 March 2020 at 00:01 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 8-day, 9-hour, 5-minute period from Tuesday, 17 March 2020 at 12:48 UTC to Wednesday, 25 March 2020 at 21:53 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 : 2880
Unique Edges : 3390
Edges With Duplicates : 4693
Total Edges : 8083
Number of Edge Types : 4
Mentions : 1931
MentionsInRetweet : 4487
Replies to : 59
Tweet : 1606
Self-Loops : 1606
Reciprocated Vertex Pair Ratio : 0.0343015214384509
Reciprocated Edge Ratio : 0.0663278951591335
Connected Components : 626
Single-Vertex Connected Components : 409
Maximum Vertices in a Connected Component : 1723
Maximum Edges in a Connected Component : 6344
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.623517
Graph Density : 0.000450942649839836
Modularity : 0.451514
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 2,880 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, 26 March 2020 at 17:58 UTC.
The requested start date was Thursday, 26 March 2020 at 00:01 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 8-day, 9-hour, 5-minute period from Tuesday, 17 March 2020 at 12:48 UTC to Wednesday, 25 March 2020 at 21:53 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:
[491] #affiliatemarketing,#influencermarketing [490] #influence,#influencer [489] #influencer,#affiliatemarketing [489] #influencermarketing,#unitedkingdom [480] jocialofficial,#jocial [475] #jocial,#jocialofficial [475] #jocialofficial,#influence [467] #unitedkingdom,#unitedkingdomjo [396] influencer,marketing [218] #seo,#smm Top Word Pairs in Tweet in G1:
[103] influencer,marketing [39] #influencer,#influencermarketing [24] social,media [24] #digitalmarketing,#influencermarketing [22] #influencermarketing,#digitalmarketing [20] #influencers,#influencermarketing [15] #influencermarketing,#socialmedia [15] micro,influencers [15] #influencermarketing,#showmb [14] #socialmedia,#influencermarketing Top Word Pairs in Tweet in G2:
[489] #influence,#influencer [489] #influencer,#affiliatemarketing [489] #affiliatemarketing,#influencermarketing [489] #influencermarketing,#unitedkingdom [480] jocialofficial,#jocial [475] #jocial,#jocialofficial [475] #jocialofficial,#influence [467] #unitedkingdom,#unitedkingdomjo [21] #unitedkingdom,#unitedkingdomjobs [14] #jocial,#influence Top Word Pairs in Tweet in G3:
[68] #seo,#smm [60] #marketing,strategy [59] #business,needs [59] needs,full [59] full,#marketing [59] strategy,#socialmedia [59] #socialmedia,ads [59] ads,#contentmarketing [59] #contentmarketing,influencers [59] influencers,#smm Top Word Pairs in Tweet in G4:
[121] #giveaway,#influencermarketing [103] #seo,#smm [101] #smm,#marketing [100] #marketing,#blog [100] #blog,#blogger [99] influencer,marketing [99] #blogger,#contentmarketing [98] #contentmarketing,#crowdfunding [98] #contest,#giveaway [97] #influencermarketing,#digitalmarketing Top Word Pairs in Tweet in G5:
[185] 10,jobs [185] jobs,exist [185] exist,10 [185] 10,years [185] years,ago [160] #influencermarketing,#influencer [159] #bethevoice,#ibm [159] #ibm,#ibmers [159] #ibmers,#influencermarketing [159] #influencer,#corporateinfluencer Top Word Pairs in Tweet in G6:
[194] #marketing,news [137] #advertising,newswire [111] #socialmedia,#advertising [98] #advertising,#influencermarketing [97] marshawright,#marketing [79] #socialmedia,#influencermarketing [78] #marketing,#socialmedia [59] marshawright,#advertising [27] during,coronavirus [25] covid,19 Top Word Pairs in Tweet in G7:
[54] markbird17,battalaldudak [38] sumawun,papaporter1 [38] #fb,#in [38] #in,#v [36] _____yo_____yo,sumawun [34] papaporter1,ludmarx1 [34] ludmarx1,markbird17 [34] srinualme,malekalby [33] ludmarx1,edward733 [32] battalaldudak,edward733 Top Word Pairs in Tweet in G8:
[24] influencer,marketing [10] social,media [6] downloaded,onalytica [6] onalytica,'s [6] 's,complete [6] complete,guide [6] guide,#b2b [6] #b2b,#influencermarketing [6] #influencermarketing,includes [6] includes,input Top Word Pairs in Tweet in G9:
[19] #b2b,#socialmedia [19] #socialmedia,#marketing [19] #marketing,strategy [19] strategy,thought [19] thought,leadership [19] leadership,impressions [19] impressions,reach [19] reach,website [19] website,referral [19] referral,traffic Top Word Pairs in Tweet in G10:
[54] buena,alternativa [54] alternativa,publicitarse [54] publicitarse,#redessociales [54] #redessociales,desembolsar [54] desembolsar,cantidades [54] cantidades,astronómicas [53] anapatricia_gc,buena [53] astronómicas,#microinfluence Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
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: