The graph represents a network of 2,670 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 Saturday, 23 February 2019 at 06:39 UTC.
The requested start date was Wednesday, 20 February 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 1-day, 9-hour, 44-minute period from Monday, 18 February 2019 at 15:15 UTC to Wednesday, 20 February 2019 at 01:00 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 : 2670
Unique Edges : 3683
Edges With Duplicates : 3287
Total Edges : 6970
Number of Edge Types : 3
Tweet : 1935
Mentions : 5021
Replies to : 14
Self-Loops : 1935
Reciprocated Vertex Pair Ratio : 0.0259810554803789
Reciprocated Edge Ratio : 0.0506462674756001
Connected Components : 517
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 1819
Maximum Edges in a Connected Component : 5644
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.029908
Graph Density : 0.000531978339177938
Modularity : 0.479227
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[781] social,media [484] socialmedia,socialmediamarketing [412] seo,smm [324] socialmediamarketing,digitalmarketing [309] socialmedia,smm [280] digitalmarketing,contentmarketing [231] smm,inspiration [231] inspiration,motivation [231] motivation,zensocialkarma [229] taylormade2k,smm Top Word Pairs in Tweet in G1:
[154] social,media [80] socialmedia,smm [57] contentmarketing,smm [50] smm,sem [47] seo,smm [45] seoagency,seoexpert [45] seoexpert,linkbuilding [45] linkbuilding,seoservice [45] seoservice,backlink [45] backlink,backlinks Top Word Pairs in Tweet in G2:
[138] socialmedia,socialmediamarketing [82] socialmediamarketing,digitalmarketing [71] digitalmarketing,contentmarketing [65] smm,iot [60] iot,growthhacking [58] social,media [52] infographic,marketing [50] leadership,seo [49] socialmedia,bigdata [49] 9,types Top Word Pairs in Tweet in G3:
[288] socialmedia,socialmediamarketing [259] seo,smm [194] social,media [187] socialmediamarketing,digitalmarketing [168] digitalmarketing,contentmarketing [154] contentmarketing,growthhacking [138] marketing,influencermarketing [133] smm,ecommerce [132] ecommerce,marketing [123] influencermarketing,blogging Top Word Pairs in Tweet in G4:
[43] social,media [32] social,right [32] right,smm [31] socialmedia2day,social [26] tools,use [25] linkedin's,new [25] more,relevant [24] socialmedia,smm [23] new,recruiter [23] recruiter,tools Top Word Pairs in Tweet in G5:
[25] quantum,computing [25] computing,ai [25] ai,define [25] define,future [20] future,thomas_harrer [20] thomas_harrer,ibm [20] ibm,rwang0 [20] rwang0,tantriclens [20] tantriclens,samlightstone [20] samlightstone,amyxiot Top Word Pairs in Tweet in G6:
[229] smm,inspiration [229] inspiration,motivation [229] motivation,zensocialkarma [227] taylormade2k,smm Top Word Pairs in Tweet in G7:
[72] social,media [47] smm,socialmedia [27] socialmedia,smm [26] digital,marketing [18] marketing,advertising [17] digitalmarketing,socialmedia [16] down,april [16] april,2nd [16] 2019,smm [16] eclincher,smm Top Word Pairs in Tweet in G8:
[22] social,media [15] timothy_hughes,digitalleadersa [14] really,think [14] think,looking [14] looking,single [14] single,salesperson [14] salesperson,good [14] good,thing [13] onlinemarketing,smm [10] metrics,such Top Word Pairs in Tweet in G9:
[97] yorkshireis,londonislovinit [97] londonislovinit,sheffieldissuper [67] southyorkshirehour,barnsleyisbrill [67] barnsleyisbrill,barnsleyhour [57] sheffieldissuper,barnsleyisbril [45] younger,looking [45] looking,skin [44] ageing,skin [42] infographic,follow [41] skin,care Top Word Pairs in Tweet in G10:
[36] social,media [29] seo,smm [28] marketing,smm [28] smm,seo [25] media,manager [15] check,out [14] top,skills [14] skills,social [14] manager,need [13] 6,things Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: