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 Monday, 04 March 2019 at 07:25 UTC.
The requested start date was Sunday, 03 March 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, 5-hour, 13-minute period from Tuesday, 26 February 2019 at 19:33 UTC to Sunday, 03 March 2019 at 00:46 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 : 3438
Edges With Duplicates : 3553
Total Edges : 6991
Number of Edge Types : 3
Mentions : 5239
Tweet : 1680
Replies to : 72
Self-Loops : 1680
Reciprocated Vertex Pair Ratio : 0.0395550061804697
Reciprocated Edge Ratio : 0.0760998810939358
Connected Components : 650
Single-Vertex Connected Components : 372
Maximum Vertices in a Connected Component : 1414
Maximum Edges in a Connected Component : 4907
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.835012
Graph Density : 0.000405715719192621
Modularity : 0.480755
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1156] socialmedia,socialmediamarketing [631] socialmediamarketing,digitalmarketing [583] seo,smm [524] digitalmarketing,contentmarketing [456] contentmarketing,growthhacking [451] marketing,influencermarketing [421] influencer,marketing [397] ecommerce,marketing [394] smm,ecommerce [367] influencermarketing,blogging Top Word Pairs in Tweet in G1:
[84] influencer,marketing [34] influencer,influencermarketing [20] influencers,influencermarketing [18] marketing,influencermarketing [17] social,media [13] check,out [13] influencermarketing,influencers [11] influencermarketing,socialmedia [10] digitalmarketing,influencermarketing [10] influencermarketing,influencer Top Word Pairs in Tweet in G2:
[1025] socialmedia,socialmediamarketing [579] socialmediamarketing,digitalmarketing [471] digitalmarketing,contentmarketing [421] contentmarketing,growthhacking [404] seo,smm [390] marketing,influencermarketing [374] ecommerce,marketing [371] smm,ecommerce [346] influencermarketing,blogging [337] blogging,infographic Top Word Pairs in Tweet in G3:
[149] stop,see [149] see,real [149] real,people [149] people,making [149] making,real [149] real,money [149] money,boss [149] boss,click [149] click,link [149] link,start Top Word Pairs in Tweet in G4:
[20] socialmedia,socialmediamarketing [19] canadian,bloggers [17] socialmediamarketing,digitalmarketing [16] digitalmarketing,contentmarketing [16] contentmarketing,growthhacking [16] seo,smm [16] smm,ecommerce [16] ecommerce,marketing [16] marketing,influencermarketing [14] learn,more Top Word Pairs in Tweet in G5:
[44] gt,gt [14] ready,influencermarketing [14] influencermarketing,socialmedia [14] socialmedia,influential [14] influential,onlineshoppers [14] onlineshoppers,looking [14] looking,inspiration [14] inspiration,gt [14] gt,pwc [13] mikequindazzi,ready Top Word Pairs in Tweet in G6:
[28] influencer,marketing [13] influencermh,influencermarketing [8] benchmark,report [8] influencermarketing,b2bmarketing [6] 5,ways [6] ways,european [6] european,companies [6] companies,use [6] use,b2b [6] b2b,influencermarketing Top Word Pairs in Tweet in G7:
[55] instagram,beneficial [55] beneficial,business [55] business,instagram [55] instagram,instagramposts [47] mikeschiemer,instagram [47] instagramposts,instagrammarketin [27] value,influencermarketing [26] maximize,value [26] influencermarketing,campaigns [26] campaigns,client Top Word Pairs in Tweet in G8:
[35] crypto,influencermarketing [34] community,crypto [30] swft,invest [29] blockchain,cryptonews [27] eth,xrp [26] ada,swft [24] giving,away [24] away,free [24] free,money [24] money,crypto Top Word Pairs in Tweet in G9:
[26] influencer,marketing [16] congrats,top [16] top,20 [16] 20,global [16] global,thought [16] thought,leaders [16] leaders,fintech [16] fintech,march [16] march,2019 [16] 2019,fintech Top Word Pairs in Tweet in G10:
[21] influencers,impact [21] impact,media [21] media,agenda [21] agenda,ai [15] ai,influencermarketing [12] socialmedia,socialmediamarketing [10] new,influencers [10] 6,ways [9] onalytica,new [9] influencermarketing,artificialintelligenc Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: