The graph represents a network of 2,893 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, 27 February 2020 at 07:43 UTC.
The requested start date was Thursday, 27 February 2020 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 6-day, 19-hour, 12-minute period from Wednesday, 19 February 2020 at 19:55 UTC to Wednesday, 26 February 2020 at 15:07 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 : 2893
Unique Edges : 4069
Edges With Duplicates : 5282
Total Edges : 9351
Number of Edge Types : 4
MentionsInRetweet : 5710
Tweet : 1491
Mentions : 2069
Replies to : 81
Self-Loops : 1491
Reciprocated Vertex Pair Ratio : 0.0438418079096045
Reciprocated Edge Ratio : 0.0840008659883092
Connected Components : 738
Single-Vertex Connected Components : 451
Maximum Vertices in a Connected Component : 1531
Maximum Edges in a Connected Component : 7372
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.212151
Graph Density : 0.000552079015547138
Modularity : 0.455659
NodeXL Version : 1.0.1.425
Data Import : The graph represents a network of 2,893 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, 27 February 2020 at 07:43 UTC.
The requested start date was Thursday, 27 February 2020 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 6-day, 19-hour, 12-minute period from Wednesday, 19 February 2020 at 19:55 UTC to Wednesday, 26 February 2020 at 15:07 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:
[455] influencer,marketing [343] #seo,#smm [321] social,media [288] gt,gt [228] #startup,#seo [208] #growthhacking,#startup [202] #marketing,#influencermarketing [191] years,ago [189] 10,jobs [189] jobs,exist Top Word Pairs in Tweet in G1:
[91] influencer,marketing [48] social,media [30] #digitalmarketing,#influencermarketing [30] #influencer,#influencermarketing [17] #influencermarketing,#influencer [15] #socialmedia,#influencermarketing [15] #influencermarketing,#digitalmarketing [15] #marketing,#influencermarketing [15] #contentmarketing,#seo [14] #guestpost,#backlinks Top Word Pairs in Tweet in G2:
[217] #seo,#smm [192] #startup,#seo [173] #growthhacking,#startup [160] #ecommerce,#marketing [152] #smm,#ecommerce [96] social,media [95] #marketing,#influencermarketing [84] #influencermarketing,#blogging [76] #contentmarketing,#growthhacking [74] #blogging,#infographic Top Word Pairs in Tweet in G3:
[101] influencer,marketing [55] featured,brandersmag [55] roi,#influencermarketing [47] honored,featured [46] brandersmag,share [46] share,roi [46] #influencermarketing,tracking [46] tracking,attribution [46] attribution,taking [44] tamaramccleary,honored Top Word Pairs in Tweet in G4:
[215] gt,gt [173] 10,jobs [173] jobs,exist [173] exist,10 [173] 10,years [173] years,ago [159] #automation,driving [159] driving,workforce [159] workforce,future [159] future,article Top Word Pairs in Tweet in G5:
[28] nombre,likes [28] likes,plus [28] plus,cote [28] cote,marques [28] marques,évaluent [28] évaluent,différemment [28] différemment,performance [28] performance,campagnes [28] campagnes,#marketing [27] benoit_anger,nombre Top Word Pairs in Tweet in G6:
[74] #yourmustread,#influencerpromotion [69] tripletsfan19,chidambara09 [61] #influencerpromotion,#topcasestudy [54] grazytgrazynatt,influencerprom1 [53] #promoedutech,#yourmustread [48] itakethelead,365surmarius [48] 365surmarius,themrblueprint [48] themrblueprint,mrkmrkmoh [48] mrkmrkmoh,mariussou [48] mariussou,kiyotaka_1991 Top Word Pairs in Tweet in G7:
[29] influencer,marketing [16] influencermh,#influencermarketing [13] social,media [7] use,social [7] instagram,influencer [6] going,2020 [6] 2020,generation [6] generation,represents [6] represents,largest [6] largest,generation Top Word Pairs in Tweet in G8:
[55] #marketing,news [34] marshawright,#marketing [33] #socialmedia,#advertising [23] #advertising,#influencermarketing [22] #advertising,newswire [16] #socialmedia,#influencermarketing [15] #marketing,#socialmedia [12] influencer,marketing [7] news,facebook [7] facebook,users Top Word Pairs in Tweet in G9:
[15] influencer,marketing [6] hiding,likes [6] work,fmcg [6] fmcg,brands [6] #influencers,#influencermarketing [5] co,founder [5] marketing,platforms [4] #influencermarketing,#socialmedia [4] 68,million [4] million,dollar Top Word Pairs in Tweet in G10:
[20] #socialmedia,#digitalmarketing [20] #digitalmarketing,#contentmarketing [20] #contentmarketing,#growthhacking [20] #growthhacking,#startup [19] #startup,#seo [18] #seo,#ecommerce [16] influencer,marketing [10] #marketing,#influencermarketing [10] comes,#influencer [9] #influencermarketing,#blogging Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: