The graph represents a network of 2,717 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 March 2019 at 18:43 UTC.
The requested start date was Saturday, 23 March 2019 at 18:42 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 11-hour, 23-minute period from Friday, 22 March 2019 at 06:12 UTC to Saturday, 23 March 2019 at 17:36 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 : 2717
Unique Edges : 3775
Edges With Duplicates : 3797
Total Edges : 7572
Self-Loops : 2164
Reciprocated Vertex Pair Ratio : 0.0219251336898396
Reciprocated Edge Ratio : 0.0429094714809001
Connected Components : 583
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 1796
Maximum Edges in a Connected Component : 6386
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.21954
Graph Density : 0.000517930252059389
Modularity : 0.442194
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[801] social,media [524] socialmedia,socialmediamarketing [478] seo,smm [348] socialmedia,smm [333] socialmediamarketing,digitalmarketing [319] smm,socialmedia [247] digitalmarketing,contentmarketing [223] digital,marketing [206] contentmarketing,growthhacking [191] smm,ecommerce Top Word Pairs in Tweet in G1:
[145] social,media [97] socialmedia,smm [96] entrepreneur,smm [94] playing,strengths [94] strengths,thanks [94] thanks,fussfactorybrands [94] fussfactorybrands,fussfactoryhive5 [94] fussfactoryhive5,bhivelabs [94] bhivelabs,entrepreneur [94] smm,startups Top Word Pairs in Tweet in G2:
[356] socialmedia,socialmediamarketing [251] socialmediamarketing,digitalmarketing [225] seo,smm [203] social,media [184] digitalmarketing,contentmarketing [169] contentmarketing,growthhacking [165] smm,ecommerce [164] ecommerce,marketing [136] marketing,influencermarketing [101] startup,seo Top Word Pairs in Tweet in G3:
[58] leadership,seo [58] top,10 [58] 10,countries [58] countries,robots [58] futureofwork,ai [57] robots,being [57] being,put [57] put,work [57] work,wef [57] wef,mikequindazzi Top Word Pairs in Tweet in G4:
[54] social,media [39] check,out [30] infographics,getting [30] getting,leads [30] leads,check [30] out,graphic [30] graphic,smm [29] socialmedia2day,infographics [17] performance,smm [17] approach,smm Top Word Pairs in Tweet in G5:
[86] social,media [58] smm,socialmedia [53] socialmedia,smm [27] socialmedia,socialmediamarketing [27] social,jukebox [20] digital,marketing [18] smm,socialmediamarketing [15] socialmedia,marketing [13] media,marketing [13] contentmarketing,smm Top Word Pairs in Tweet in G6:
[110] art,prints [107] ukbiz,smm [104] atsocialmedia,brithour [104] brithour,firsttmaster [104] firsttmaster,ukbiz [96] serum,yorkshireis [94] yorkshireis,londonislovinit [93] southyorkshirehour,barnsleyisbrill [93] barnsleyisbrill,barnsleyhour [91] londonislovinit,sheffieldissuper Top Word Pairs in Tweet in G7:
[20] digitalscoutings,top [17] top,100 [14] 100,vlogger [14] vlogger,influencers [14] influencers,thank [14] thank,being [14] being,role [14] role,models [10] vlogging,influencer [10] influencer,smm Top Word Pairs in Tweet in G8:
[32] social,media [32] seo,digitalmarketing [32] website,promotion [32] promotion,india [32] ppc,seo [30] seo,smm [29] onlinemarketing,emailmarketing [28] digitalmarketing,contentmarketing [28] gt,gt [25] digitalmarketing,marketing Top Word Pairs in Tweet in G9:
[27] influencers,influencermarketing [19] easy_branches,stevekrohn [19] stevekrohn,janankerstjerne [19] tripletsfan19,cynthia_lardner [19] cynthia_lardner,tom__coleman [19] mitadance,ninscrystal [19] 365surmarius,kiyotaka_1991 [15] influencermarketing,influencerpromotion [15] knowledge,megatrends [15] tom__coleman,sprague_paul Top Word Pairs in Tweet in G10:
[114] seo,smm [85] smm,marketing [77] blog,blogger [75] marketing,blog [70] blogger,contentmarketing [66] contentmarketing,crowdfunding [66] crowdfunding,win [65] seoagency,seoexpert [65] seoexpert,linkbuilding [63] win,contest Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
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: