The graph represents a network of 2,925 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, 20 February 2020 at 07:42 UTC.
The requested start date was Thursday, 20 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, 11-hour, 50-minute period from Saturday, 08 February 2020 at 03:22 UTC to Friday, 14 February 2020 at 15:13 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 : 2925
Unique Edges : 4179
Edges With Duplicates : 4788
Total Edges : 8967
Number of Edge Types : 4
MentionsInRetweet : 5588
Tweet : 1551
Mentions : 1766
Replies to : 62
Self-Loops : 1551
Reciprocated Vertex Pair Ratio : 0.0341670388566324
Reciprocated Edge Ratio : 0.0660764413733535
Connected Components : 705
Single-Vertex Connected Components : 458
Maximum Vertices in a Connected Component : 1609
Maximum Edges in a Connected Component : 7252
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.350194
Graph Density : 0.000541466437499269
Modularity : 0.484664
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,925 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, 20 February 2020 at 07:42 UTC.
The requested start date was Thursday, 20 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, 11-hour, 50-minute period from Saturday, 08 February 2020 at 03:22 UTC to Friday, 14 February 2020 at 15:13 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:
[433] influencer,marketing [322] years,ago [319] 10,jobs [319] jobs,exist [319] exist,10 [319] 10,years [292] #seo,#smm [276] social,media [273] #techforgood,#tech4good [272] ago,wef Top Word Pairs in Tweet in G1:
[106] influencer,marketing [34] #influencer,#influencermarketing [32] social,media [21] #influencers,#influencermarketing [21] #digitalmarketing,#influencermarketing [18] gt,gt [16] #influencermarketing,#digitalmarketing [15] #marketing,#influencermarketing [14] #influencermarketing,#socialmedia [12] #socialmediamarketing,#influencermarketing Top Word Pairs in Tweet in G2:
[99] social,media [98] influencer,marketing [59] thought,leadership [49] #influencermarketing,#frizemedia [46] #frizemedia,charlesfrize [44] #rt,startgrowthhack [39] sovkcom,#rt [35] #b2b,#marketing [33] #marketing,#digitalmarketing [32] brands,take Top Word Pairs in Tweet in G3:
[287] 10,jobs [287] jobs,exist [287] exist,10 [287] 10,years [287] years,ago [245] #techforgood,#tech4good [244] ago,wef [244] wef,jamesvgingerich [244] jamesvgingerich,#techforgood [239] thomas_harrer,10 Top Word Pairs in Tweet in G4:
[252] #seo,#smm [190] #smm,#marketing [133] #contentmarketing,#crowdfunding [126] #contest,#giveaway [120] #giveaway,#influencermarketing [116] #influencermarketing,#digitalmarketing [109] #marketing,#blog [107] #blog,#blogger [107] #blogger,#contentmarketing [107] #crowdfunding,#win Top Word Pairs in Tweet in G5:
[47] influencer,marketing [19] influencermh,#influencermarketing [12] #usergeneratedcontent,highly [12] highly,effective [12] effective,become [12] become,one [12] one,top [12] top,trends [12] trends,#marketing [12] #marketing,year Top Word Pairs in Tweet in G6:
[87] cynthia_lardner,sumawun [87] sumawun,papaporter1 [87] shoescatchup,zapp12347 [85] zapp12347,masao__tanaka [46] kiyotaka_1991,chidambara09 [44] _____yo_____yo,cynthia_lardner [43] papaporter1,_____yo_____yo [43] _____yo_____yo,shoescatchup [43] papaporter1,shoescatchup [37] masao__tanaka,1sunnyside Top Word Pairs in Tweet in G7:
[33] #successtrain,#affiliatemarketing [33] #affiliatemarketing,#affiliateprogram [33] #affiliateprogram,#incomeonline [33] #incomeonline,#digitialmarketing [33] #digitialmarketing,system [33] system,#socialmediamarketing [30] #socialmediamarketing,# [27] mysocialsuccess,#successtrain [16] online,influencers [12] influencer,marketing Top Word Pairs in Tweet in G8:
[28] link,gt [27] gt,gt [25] brands,amplify [25] amplify,branded [25] branded,content [25] content,reach [25] reach,audiences [25] audiences,turn [25] turn,influencers [25] influencers,employees Top Word Pairs in Tweet in G9:
[10] facebook,instagram [9] dati,sulle [9] sulle,performance [9] performance,social [9] social,facebook [9] instagram,dei [9] dei,cantanti [9] cantanti,#sanremo2020 [9] #sanremo2020,prodotti [9] prodotti,buzzoole Top Word Pairs in Tweet in G10:
[72] #marketing,news [70] #advertising,newswire [53] #socialmedia,#advertising [52] #socialmedia,#influencermarketing [52] #advertising,#influencermarketing [49] #marketing,#socialmedia [20] marshawright,#marketing [19] marshawright,#advertising [8] fatal,well [8] well,being Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: