The graph represents a network of 2,642 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 August 2019 at 05:31 UTC.
The requested start date was Wednesday, 14 August 2019 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 1-day, 19-hour, 36-minute period from Monday, 12 August 2019 at 04:23 UTC to Wednesday, 14 August 2019 at 00:00 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 : 2642
Unique Edges : 3035
Edges With Duplicates : 3963
Total Edges : 6998
Number of Edge Types : 3
Tweet : 1959
Mentions : 5020
Replies to : 19
Self-Loops : 1959
Reciprocated Vertex Pair Ratio : 0.0326053521993233
Reciprocated Edge Ratio : 0.0631516234733393
Connected Components : 573
Single-Vertex Connected Components : 391
Maximum Vertices in a Connected Component : 1731
Maximum Edges in a Connected Component : 5637
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.003769
Graph Density : 0.000481116361940528
Modularity : 0.450431
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[701] social,media [407] #digitalmarketing,#marketing [391] #marketing,#business [351] #smm,#socialmedia [338] #smm,#socialmediamarketing [333] #socialmedia,#smm [234] #smm,#seo [222] #socialmedia,#socialmediamarketing [221] #socialmediamarketing,#smm [196] #seo,#smm Top Word Pairs in Tweet in G1:
[208] social,media [154] #socialmedia,#smm [50] #seo,#smm [45] #smo,#smm [44] #seo,#sem [43] check,out [41] media,marketing [38] #smm,#socialmedia [37] gt,#marketing [37] #marketing,#optimisation Top Word Pairs in Tweet in G2:
[58] #marketing,#digitalmarketing [51] #digitalmarketing,#socialmediamarketing [49] #socialmediamarketing,#cmo [46] 20,visited [46] visited,websites [46] websites,#smm [46] #smm,#iot [46] #iot,#digitaltransformation [46] #digitaltransformation,#industry40 [46] #industry40,#fintech Top Word Pairs in Tweet in G3:
[85] gt,gt [69] social,media [53] #socialmedia,#smm [43] #infographic,follow [39] #smm,#socialmediamarketing [33] #content,#socialmedia [32] ways,promote [31] #socialmediamarketing,#digitalmarketing [31] #seo,#sem [30] promote,#content Top Word Pairs in Tweet in G4:
[79] social,media [61] #blogger,#contentmarketing [58] #seo,#smm [41] #seo,#content [40] #smm,#marketing [35] #marketing,#blog [34] #socialmediamarketing,#smm [33] #blog,#blogger [32] #smm,#socialmedia [32] #smm,#socialmediamarketing Top Word Pairs in Tweet in G5:
[350] #digitalmarketing,#marketing [350] #marketing,#business [196] #smm,#socialmediamarketing [167] #contentmarketing,checklist [167] checklist,#smm [167] #smm,#socialmedia [167] #socialmedia,#digitalmarketing [167] #business,#inboundmarketing [166] drse0,#contentmarketing [166] #inboundmarketing,specialize Top Word Pairs in Tweet in G6:
[70] #socialmedia,#socialmediamarketing [64] #socialmediamarketing,#smm [58] social,media [57] #oneofpoints,#socialmedia [25] socialmedia2day,interesting [23] interesting,overview [23] overview,happens [23] happens,online [23] online,minute [23] minute,#smm Top Word Pairs in Tweet in G7:
[69] social,media [44] media,marketing [36] wanderingstarz1,lqiwfuokvh0ynyr [29] zairesue,vivvus2 [29] vivvus2,tom__coleman [29] tom__coleman,wanderingstarz1 [23] #smm,#socialmedia [23] sumawun,tripletsfan19 [23] tripletsfan19,zairesue [21] choose,right Top Word Pairs in Tweet in G8:
[73] #socialmedia,#socialmediamarketing [64] #marketing,#contentmarketing [60] #contentmarketing,#inboundmarketing [59] #inboundmarketing,#blog [59] #blog,#mktg [58] #mktg,#socialmedia [57] #socialmediamarketing,#smm [56] #smm,#growthhacking [56] #growthhacking,#website [43] social,media Top Word Pairs in Tweet in G9:
[57] #pendant,#necklaces [57] #necklaces,#brithour [51] #shopnow,#shopping [48] #shopping,#atlondonuk [41] #brithour,#shopnow [36] #silver,#gold [36] #gold,#hollow [36] #hollow,#heart [36] #heart,#locket [36] #locket,#pendant Top Word Pairs in Tweet in G10:
[3] #socialmedia,#smm [3] checked,out [3] out,#business [3] #business,twitter [3] twitter,#twitter [3] #twitter,#twitterpost [3] check,out [3] want,know [3] know,pinterest's [3] pinterest's,ecomm Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
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: